<?xml version='1.0' encoding='UTF-8'?><?xml-stylesheet href="http://www.blogger.com/styles/atom.css" type="text/css"?><feed xmlns='http://www.w3.org/2005/Atom' xmlns:openSearch='http://a9.com/-/spec/opensearchrss/1.0/' xmlns:blogger='http://schemas.google.com/blogger/2008' xmlns:georss='http://www.georss.org/georss' xmlns:gd="http://schemas.google.com/g/2005" xmlns:thr='http://purl.org/syndication/thread/1.0'><id>tag:blogger.com,1999:blog-7320765894818381501</id><updated>2024-08-28T05:45:39.763-07:00</updated><category term="Asfar"/><category term="Esu"/><category term="Jacob"/><category term="mahdi"/><title type='text'>Black Flags</title><subtitle type='html'></subtitle><link rel='http://schemas.google.com/g/2005#feed' type='application/atom+xml' href='http://jonelya.blogspot.com/feeds/posts/default'/><link rel='self' type='application/atom+xml' href='http://www.blogger.com/feeds/7320765894818381501/posts/default?redirect=false'/><link rel='alternate' type='text/html' href='http://jonelya.blogspot.com/'/><link rel='hub' href='http://pubsubhubbub.appspot.com/'/><author><name>muhammad</name><uri>http://www.blogger.com/profile/09897152893922145455</uri><email>noreply@blogger.com</email><gd:image rel='http://schemas.google.com/g/2005#thumbnail' width='16' height='16' src='https://img1.blogblog.com/img/b16-rounded.gif'/></author><generator version='7.00' uri='http://www.blogger.com'>Blogger</generator><openSearch:totalResults>13</openSearch:totalResults><openSearch:startIndex>1</openSearch:startIndex><openSearch:itemsPerPage>25</openSearch:itemsPerPage><entry><id>tag:blogger.com,1999:blog-7320765894818381501.post-1374569982579013067</id><published>2013-03-21T21:41:00.000-07:00</published><updated>2018-09-20T04:04:03.522-07:00</updated><title type='text'>Titanic Data Analysis for survival of passengers</title><content type='html'>&lt;div dir=&quot;ltr&quot; style=&quot;text-align: left;&quot; trbidi=&quot;on&quot;&gt;
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بِسْمِ اللَّهِ الرَّحْمَنِ الرَّحِيم&lt;a class=&quot;anchor-link&quot; href=&quot;https://render.githubusercontent.com/view/ipynb?commit=0dbc74a51d6a42122d75e5e0981b6ca67c10e54c&amp;amp;enc_url=68747470733a2f2f7261772e67697468756275736572636f6e74656e742e636f6d2f726f6861696c6b68616e2f746974616e69635f646174615f616e616c797369732f306462633734613531643661343231323264373565356530393831623663613637633130653534632f546974616e696325323044617461253230616e616c797369732e6970796e62&amp;amp;nwo=rohailkhan%2Ftitanic_data_analysis&amp;amp;path=Titanic+Data+analysis.ipynb&amp;amp;repository_id=103937004&amp;amp;repository_type=Repository#%D8%A8%D9%90%D8%B3%D9%92%D9%85%D9%90-%D8%A7%D9%84%D9%84%D9%8E%D9%91%D9%87%D9%90-%D8%A7%D9%84%D8%B1%D9%8E%D9%91%D8%AD%D9%92%D9%85%D9%8E%D9%86%D9%90-%D8%A7%D9%84%D8%B1%D9%8E%D9%91%D8%AD%D9%90%D9%8A%D9%85&quot; style=&quot;color: #0088cc; margin: 0px; padding: 0px 20px; text-decoration-line: none; visibility: hidden;&quot;&gt;&lt;/a&gt;&lt;/h1&gt;
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Titanic Survival Data&lt;a class=&quot;anchor-link&quot; href=&quot;https://render.githubusercontent.com/view/ipynb?commit=0dbc74a51d6a42122d75e5e0981b6ca67c10e54c&amp;amp;enc_url=68747470733a2f2f7261772e67697468756275736572636f6e74656e742e636f6d2f726f6861696c6b68616e2f746974616e69635f646174615f616e616c797369732f306462633734613531643661343231323264373565356530393831623663613637633130653534632f546974616e696325323044617461253230616e616c797369732e6970796e62&amp;amp;nwo=rohailkhan%2Ftitanic_data_analysis&amp;amp;path=Titanic+Data+analysis.ipynb&amp;amp;repository_id=103937004&amp;amp;repository_type=Repository#Titanic-Survival-Data&quot; style=&quot;color: #0088cc; margin: 0px; padding: 0px 20px; text-decoration-line: none; visibility: hidden;&quot;&gt;&lt;/a&gt;&lt;/h1&gt;
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Data Description&lt;a class=&quot;anchor-link&quot; href=&quot;https://render.githubusercontent.com/view/ipynb?commit=0dbc74a51d6a42122d75e5e0981b6ca67c10e54c&amp;amp;enc_url=68747470733a2f2f7261772e67697468756275736572636f6e74656e742e636f6d2f726f6861696c6b68616e2f746974616e69635f646174615f616e616c797369732f306462633734613531643661343231323264373565356530393831623663613637633130653534632f546974616e696325323044617461253230616e616c797369732e6970796e62&amp;amp;nwo=rohailkhan%2Ftitanic_data_analysis&amp;amp;path=Titanic+Data+analysis.ipynb&amp;amp;repository_id=103937004&amp;amp;repository_type=Repository#Data-Description&quot; style=&quot;color: #0088cc; margin: 0px; padding: 0px 20px; text-decoration-line: none; visibility: hidden;&quot;&gt;&lt;/a&gt;&lt;/h2&gt;
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(from&amp;nbsp;&lt;a href=&quot;https://www.kaggle.com/c/titanic&quot; style=&quot;color: #0088cc; margin: 0px; padding: 0px;&quot;&gt;https://www.kaggle.com/c/titanic&lt;/a&gt;) survival: Survival (0 = No; 1 = Yes) pclass: Passenger Class (1 = 1st; 2 = 2nd; 3 = 3rd) name: Name&lt;/div&gt;
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sex: Sex&lt;/div&gt;
&lt;div style=&quot;margin-top: 1em; padding: 0px; text-align: justify;&quot;&gt;
age: Age&lt;/div&gt;
&lt;div style=&quot;margin-top: 1em; padding: 0px; text-align: justify;&quot;&gt;
sibsp: Number of Siblings/Spouses Aboard&lt;/div&gt;
&lt;div style=&quot;margin-top: 1em; padding: 0px; text-align: justify;&quot;&gt;
parch: Number of Parents/Children Aboard&lt;/div&gt;
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ticket: Ticket Number&lt;/div&gt;
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fare: Passenger Fare&lt;/div&gt;
&lt;div style=&quot;margin-top: 1em; padding: 0px; text-align: justify;&quot;&gt;
cabin: Cabin&lt;/div&gt;
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embarked: Port of Embarkation (C = Cherbourg; Q = Queenstown; S = Southampton)&lt;/div&gt;
&lt;div style=&quot;margin-top: 1em; padding: 0px; text-align: justify;&quot;&gt;
&lt;strong style=&quot;margin: 0px; padding: 0px;&quot;&gt;Special Notes:&lt;/strong&gt;&lt;/div&gt;
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Pclass is a proxy for socio-economic status (SES) 1st ~ Upper; 2nd ~ Middle; 3rd ~ Lower&lt;/div&gt;
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Age is in Years; Fractional if Age less than One (1) If the Age is Estimated, it is in the form xx.5&lt;/div&gt;
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With respect to the family relation variables (i.e. sibsp and parch) some relations were ignored. The following are the definitions used for sibsp and parch.&lt;/div&gt;
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Sibling: Brother, Sister, Stepbrother, or Stepsister of Passenger Aboard Titanic&lt;/div&gt;
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Spouse: Husband or Wife of Passenger Aboard Titanic (Mistresses and Fiances Ignored)&lt;/div&gt;
&lt;div style=&quot;margin-top: 1em; padding: 0px; text-align: justify;&quot;&gt;
Parent: Mother or Father of Passenger Aboard Titanic&lt;/div&gt;
&lt;div style=&quot;margin-top: 1em; padding: 0px; text-align: justify;&quot;&gt;
Child: Son, Daughter, Stepson, or Stepdaughter of Passenger Aboard Titanic&lt;/div&gt;
&lt;div style=&quot;margin-top: 1em; padding: 0px; text-align: justify;&quot;&gt;
Other family relatives excluded from this study include cousins, nephews/nieces, aunts/uncles, and in-&lt;/div&gt;
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laws. Some children travelled only with a nanny, therefore parch=0 for them.&lt;/div&gt;
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As well, some travelled with very close friends or neighbors in a village, however, the definitions do not support such relations.&lt;/div&gt;
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&lt;pre style=&quot;background-color: transparent; border-radius: 4px; border: none; color: #333333; font-size: inherit; line-height: inherit; padding: 0px; white-space: pre-wrap; word-break: break-all; word-wrap: break-word;&quot;&gt;&lt;span style=&quot;margin: 0px; padding: 0px;&quot;&gt;&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;%&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;matplotlib&lt;/span&gt; &lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;inline&lt;/span&gt;
&lt;span class=&quot;kn&quot; style=&quot;color: green; font-weight: bold; margin: 0px; padding: 0px;&quot;&gt;import&lt;/span&gt; &lt;span class=&quot;nn&quot; style=&quot;color: blue; font-weight: bold; margin: 0px; padding: 0px;&quot;&gt;numpy&lt;/span&gt; &lt;span class=&quot;k&quot; style=&quot;color: green; font-weight: bold; margin: 0px; padding: 0px;&quot;&gt;as&lt;/span&gt; &lt;span class=&quot;nn&quot; style=&quot;color: blue; font-weight: bold; margin: 0px; padding: 0px;&quot;&gt;np&lt;/span&gt;
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&lt;span class=&quot;kn&quot; style=&quot;color: green; font-weight: bold; margin: 0px; padding: 0px;&quot;&gt;import&lt;/span&gt; &lt;span class=&quot;nn&quot; style=&quot;color: blue; font-weight: bold; margin: 0px; padding: 0px;&quot;&gt;matplotlib.pyplot&lt;/span&gt; &lt;span class=&quot;k&quot; style=&quot;color: green; font-weight: bold; margin: 0px; padding: 0px;&quot;&gt;as&lt;/span&gt; &lt;span class=&quot;nn&quot; style=&quot;color: blue; font-weight: bold; margin: 0px; padding: 0px;&quot;&gt;plt&lt;/span&gt;
&lt;span class=&quot;kn&quot; style=&quot;color: green; font-weight: bold; margin: 0px; padding: 0px;&quot;&gt;import&lt;/span&gt; &lt;span class=&quot;nn&quot; style=&quot;color: blue; font-weight: bold; margin: 0px; padding: 0px;&quot;&gt;seaborn&lt;/span&gt; &lt;span class=&quot;k&quot; style=&quot;color: green; font-weight: bold; margin: 0px; padding: 0px;&quot;&gt;as&lt;/span&gt; &lt;span class=&quot;nn&quot; style=&quot;color: blue; font-weight: bold; margin: 0px; padding: 0px;&quot;&gt;sns&lt;/span&gt;
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In&amp;nbsp;[2]:&lt;/div&gt;
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&lt;div class=&quot; highlight hl-ipython3&quot; style=&quot;background: transparent; border: none; margin: 0.4em; padding: 0px;&quot;&gt;
&lt;pre style=&quot;background-color: transparent; border-radius: 4px; border: none; color: #333333; font-size: inherit; line-height: inherit; padding: 0px; white-space: pre-wrap; word-break: break-all; word-wrap: break-word;&quot;&gt;&lt;span style=&quot;margin: 0px; padding: 0px;&quot;&gt;&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;titanic&lt;/span&gt; &lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;=&lt;/span&gt; &lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;sns&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;.&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;load_dataset&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;s1&quot; style=&quot;color: #ba2121; margin: 0px; padding: 0px;&quot;&gt;&#39;titanic&#39;&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;)&lt;/span&gt;
&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;titanic&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;.&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;head&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;()&lt;/span&gt;
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&lt;table border=&quot;1&quot; class=&quot;dataframe&quot; style=&quot;background-color: transparent; border-collapse: collapse; border-spacing: 0px; border: 1px solid rgb(0, 0, 0); margin: 0px; max-width: 100%; padding: 0px;&quot;&gt;&lt;thead style=&quot;margin: 0px; padding: 0px;&quot;&gt;
&lt;tr style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 0px;&quot;&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;&lt;/th&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;survived&lt;/th&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;pclass&lt;/th&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;sex&lt;/th&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;age&lt;/th&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;sibsp&lt;/th&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;parch&lt;/th&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;fare&lt;/th&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;embarked&lt;/th&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;class&lt;/th&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;who&lt;/th&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;adult_male&lt;/th&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;deck&lt;/th&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;embark_town&lt;/th&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;alive&lt;/th&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;alone&lt;/th&gt;&lt;/tr&gt;
&lt;/thead&gt;&lt;tbody style=&quot;margin: 0px; padding: 0px;&quot;&gt;
&lt;tr style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 0px;&quot;&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;0&lt;/th&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;0&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;3&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;male&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;22.0&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;1&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;0&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;7.2500&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;S&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;Third&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;man&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;True&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;NaN&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;Southampton&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;no&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;False&lt;/td&gt;&lt;/tr&gt;
&lt;tr style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 0px;&quot;&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;1&lt;/th&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;1&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;1&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;female&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;38.0&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;1&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;0&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;71.2833&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;C&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;First&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;woman&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;False&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;C&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;Cherbourg&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;yes&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;False&lt;/td&gt;&lt;/tr&gt;
&lt;tr style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 0px;&quot;&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;2&lt;/th&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;1&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;3&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;female&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;26.0&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;0&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;0&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;7.9250&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;S&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;Third&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;woman&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;False&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;NaN&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;Southampton&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;yes&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;True&lt;/td&gt;&lt;/tr&gt;
&lt;tr style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 0px;&quot;&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;3&lt;/th&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;1&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;1&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;female&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;35.0&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;1&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;0&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;53.1000&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;S&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;First&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;woman&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;False&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;C&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;Southampton&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;yes&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;False&lt;/td&gt;&lt;/tr&gt;
&lt;tr style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 0px;&quot;&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;4&lt;/th&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;0&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;3&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;male&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;35.0&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;0&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;0&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;8.0500&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;S&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;Third&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;man&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;True&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;NaN&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;Southampton&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;no&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;True&lt;/td&gt;&lt;/tr&gt;
&lt;/tbody&gt;&lt;/table&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class=&quot;cell border-box-sizing text_cell rendered&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: horizontal; align-items: stretch; background-color: white; border: 1px solid transparent; box-sizing: border-box; display: flex; flex-direction: row; font-family: &amp;quot;Helvetica Neue&amp;quot;, Helvetica, Arial, sans-serif; font-size: 14px; margin: 0px; outline: none; padding: 0px; text-align: start; width: 928px;&quot;&gt;
&lt;div class=&quot;prompt input_prompt&quot; style=&quot;border-top: 1px solid transparent; color: navy; font-family: monospace; line-height: 1.21429em; margin: 0px; min-width: 11ex; padding: 0.4em; text-align: right;&quot;&gt;
&lt;/div&gt;
&lt;div class=&quot;inner_cell&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-flex: 1; -webkit-box-orient: vertical; align-items: stretch; display: flex; flex-direction: column; flex: 1 1 0%; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;text_cell_render border-box-sizing rendered_html&quot; style=&quot;border-style: none; box-sizing: border-box; margin: 0px; outline: none; padding: 0.5em 0.5em 0.5em 0.4em; resize: none; width: inherit;&quot;&gt;
&lt;h2 style=&quot;color: inherit; font-family: inherit; font-size: 21.994px; line-height: 1; margin: 0.636em 0px 0px; padding: 0px; text-rendering: optimizeLegibility;&quot;&gt;
Detail of data&lt;a class=&quot;anchor-link&quot; href=&quot;https://render.githubusercontent.com/view/ipynb?commit=0dbc74a51d6a42122d75e5e0981b6ca67c10e54c&amp;amp;enc_url=68747470733a2f2f7261772e67697468756275736572636f6e74656e742e636f6d2f726f6861696c6b68616e2f746974616e69635f646174615f616e616c797369732f306462633734613531643661343231323264373565356530393831623663613637633130653534632f546974616e696325323044617461253230616e616c797369732e6970796e62&amp;amp;nwo=rohailkhan%2Ftitanic_data_analysis&amp;amp;path=Titanic+Data+analysis.ipynb&amp;amp;repository_id=103937004&amp;amp;repository_type=Repository#Detail-of-data&quot; style=&quot;color: #0088cc; margin: 0px; padding: 0px 20px; text-decoration-line: none; visibility: hidden;&quot;&gt;&lt;/a&gt;&lt;/h2&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class=&quot;cell border-box-sizing code_cell rendered&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: vertical; align-items: stretch; background-color: white; border: 1px solid transparent; box-sizing: border-box; display: flex; flex-direction: column; font-family: &amp;quot;Helvetica Neue&amp;quot;, Helvetica, Arial, sans-serif; font-size: 14px; margin: 0px; outline: none; padding: 5px 5px 5px 0px; text-align: start; width: 928px;&quot;&gt;
&lt;div class=&quot;input&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: horizontal; align-items: stretch; break-inside: avoid; display: flex; flex-direction: row; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;prompt input_prompt&quot; style=&quot;border-top: 1px solid transparent; color: navy; font-family: monospace; line-height: 1.21429em; margin: 0px; min-width: 11ex; padding: 0.4em; text-align: right;&quot;&gt;
In&amp;nbsp;[718]:&lt;/div&gt;
&lt;div class=&quot;inner_cell&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-flex: 1; -webkit-box-orient: vertical; align-items: stretch; display: flex; flex-direction: column; flex: 1 1 0%; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;input_area&quot; style=&quot;background: rgb(247, 247, 247); border-radius: 4px; border: 1px solid rgb(207, 207, 207); line-height: 1.21429em; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot; highlight hl-ipython3&quot; style=&quot;background: transparent; border: none; margin: 0.4em; padding: 0px;&quot;&gt;
&lt;pre style=&quot;background-color: transparent; border-radius: 4px; border: none; color: #333333; font-size: inherit; line-height: inherit; padding: 0px; white-space: pre-wrap; word-break: break-all; word-wrap: break-word;&quot;&gt;&lt;span style=&quot;margin: 0px; padding: 0px;&quot;&gt;&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;titanic&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;.&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;describe&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;()&lt;/span&gt;
&lt;/pre&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
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&lt;div class=&quot;output&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: vertical; align-items: stretch; display: flex; flex-direction: column; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;output_area&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: horizontal; align-items: stretch; break-inside: avoid; display: flex; flex-direction: row; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;prompt output_prompt&quot; style=&quot;color: darkred; font-family: monospace; line-height: 1.21429em; margin: 0px; min-width: 11ex; padding: 0.4em; text-align: right;&quot;&gt;
Out[718]:&lt;/div&gt;
&lt;div class=&quot;output_html rendered_html output_subarea output_execute_result&quot; style=&quot;-webkit-box-flex: 1; flex: 1 1 0%; margin: 0px; overflow: scroll hidden; padding: 0.4em 0.4em 0px;&quot;&gt;
&lt;div style=&quot;margin: 0px; padding: 0px;&quot;&gt;
&lt;table border=&quot;1&quot; class=&quot;dataframe&quot; style=&quot;background-color: transparent; border-collapse: collapse; border-spacing: 0px; border: 1px solid rgb(0, 0, 0); margin: 0px; max-width: 100%; padding: 0px;&quot;&gt;&lt;thead style=&quot;margin: 0px; padding: 0px;&quot;&gt;
&lt;tr style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 0px;&quot;&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;&lt;/th&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;survived&lt;/th&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;pclass&lt;/th&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;age&lt;/th&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;sibsp&lt;/th&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;parch&lt;/th&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;fare&lt;/th&gt;&lt;/tr&gt;
&lt;/thead&gt;&lt;tbody style=&quot;margin: 0px; padding: 0px;&quot;&gt;
&lt;tr style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 0px;&quot;&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;count&lt;/th&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;891.000000&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;891.000000&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;714.000000&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;891.000000&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;891.000000&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;891.000000&lt;/td&gt;&lt;/tr&gt;
&lt;tr style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 0px;&quot;&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;mean&lt;/th&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;0.383838&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;2.308642&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;29.699118&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;0.523008&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;0.381594&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;32.204208&lt;/td&gt;&lt;/tr&gt;
&lt;tr style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 0px;&quot;&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;std&lt;/th&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;0.486592&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;0.836071&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;14.526497&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;1.102743&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;0.806057&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;49.693429&lt;/td&gt;&lt;/tr&gt;
&lt;tr style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 0px;&quot;&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;min&lt;/th&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;0.000000&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;1.000000&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;0.420000&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;0.000000&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;0.000000&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;0.000000&lt;/td&gt;&lt;/tr&gt;
&lt;tr style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 0px;&quot;&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;25%&lt;/th&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;0.000000&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;2.000000&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;20.125000&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;0.000000&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;0.000000&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;7.910400&lt;/td&gt;&lt;/tr&gt;
&lt;tr style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 0px;&quot;&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;50%&lt;/th&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;0.000000&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;3.000000&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;28.000000&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;0.000000&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;0.000000&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;14.454200&lt;/td&gt;&lt;/tr&gt;
&lt;tr style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 0px;&quot;&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;75%&lt;/th&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;1.000000&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;3.000000&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;38.000000&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;1.000000&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;0.000000&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;31.000000&lt;/td&gt;&lt;/tr&gt;
&lt;tr style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 0px;&quot;&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;max&lt;/th&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;1.000000&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;3.000000&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;80.000000&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;8.000000&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;6.000000&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;512.329200&lt;/td&gt;&lt;/tr&gt;
&lt;/tbody&gt;&lt;/table&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class=&quot;cell border-box-sizing text_cell rendered&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: horizontal; align-items: stretch; background-color: white; border: 1px solid transparent; box-sizing: border-box; display: flex; flex-direction: row; font-family: &amp;quot;Helvetica Neue&amp;quot;, Helvetica, Arial, sans-serif; font-size: 14px; margin: 0px; outline: none; padding: 0px; text-align: start; width: 928px;&quot;&gt;
&lt;div class=&quot;prompt input_prompt&quot; style=&quot;border-top: 1px solid transparent; color: navy; font-family: monospace; line-height: 1.21429em; margin: 0px; min-width: 11ex; padding: 0.4em; text-align: right;&quot;&gt;
&lt;/div&gt;
&lt;div class=&quot;inner_cell&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-flex: 1; -webkit-box-orient: vertical; align-items: stretch; display: flex; flex-direction: column; flex: 1 1 0%; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;text_cell_render border-box-sizing rendered_html&quot; style=&quot;border-style: none; box-sizing: border-box; margin: 0px; outline: none; padding: 0.5em 0.5em 0.5em 0.4em; resize: none; width: inherit;&quot;&gt;
&lt;h1 style=&quot;color: inherit; font-family: inherit; font-size: 25.998px; line-height: 1; margin: 0.538em 0px 0px; padding: 0px; text-rendering: optimizeLegibility;&quot;&gt;
Step 1-Data Cleaning&lt;a class=&quot;anchor-link&quot; href=&quot;https://render.githubusercontent.com/view/ipynb?commit=0dbc74a51d6a42122d75e5e0981b6ca67c10e54c&amp;amp;enc_url=68747470733a2f2f7261772e67697468756275736572636f6e74656e742e636f6d2f726f6861696c6b68616e2f746974616e69635f646174615f616e616c797369732f306462633734613531643661343231323264373565356530393831623663613637633130653534632f546974616e696325323044617461253230616e616c797369732e6970796e62&amp;amp;nwo=rohailkhan%2Ftitanic_data_analysis&amp;amp;path=Titanic+Data+analysis.ipynb&amp;amp;repository_id=103937004&amp;amp;repository_type=Repository#Step-1-Data-Cleaning&quot; style=&quot;color: #0088cc; margin: 0px; padding: 0px 20px; text-decoration-line: none; visibility: hidden;&quot;&gt;&lt;/a&gt;&lt;/h1&gt;
&lt;div style=&quot;margin-top: 1em; padding: 0px; text-align: justify;&quot;&gt;
We will check for NaN or Null values and also check if any of the columns need to be added of removed&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class=&quot;cell border-box-sizing code_cell rendered&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: vertical; align-items: stretch; background-color: white; border: 1px solid transparent; box-sizing: border-box; display: flex; flex-direction: column; font-family: &amp;quot;Helvetica Neue&amp;quot;, Helvetica, Arial, sans-serif; font-size: 14px; margin: 0px; outline: none; padding: 5px 5px 5px 0px; text-align: start; width: 928px;&quot;&gt;
&lt;div class=&quot;input&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: horizontal; align-items: stretch; break-inside: avoid; display: flex; flex-direction: row; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;prompt input_prompt&quot; style=&quot;border-top: 1px solid transparent; color: navy; font-family: monospace; line-height: 1.21429em; margin: 0px; min-width: 11ex; padding: 0.4em; text-align: right;&quot;&gt;
In&amp;nbsp;[3]:&lt;/div&gt;
&lt;div class=&quot;inner_cell&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-flex: 1; -webkit-box-orient: vertical; align-items: stretch; display: flex; flex-direction: column; flex: 1 1 0%; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;input_area&quot; style=&quot;background: rgb(247, 247, 247); border-radius: 4px; border: 1px solid rgb(207, 207, 207); line-height: 1.21429em; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot; highlight hl-ipython3&quot; style=&quot;background: transparent; border: none; margin: 0.4em; padding: 0px;&quot;&gt;
&lt;pre style=&quot;background-color: transparent; border-radius: 4px; border: none; color: #333333; font-size: inherit; line-height: inherit; padding: 0px; white-space: pre-wrap; word-break: break-all; word-wrap: break-word;&quot;&gt;&lt;span style=&quot;margin: 0px; padding: 0px;&quot;&gt;&lt;/span&gt;&lt;span class=&quot;c1&quot; style=&quot;color: #408080; font-style: italic; margin: 0px; padding: 0px;&quot;&gt;#total nu of null values in each column&lt;/span&gt;
&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;titanic&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;.&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;apply&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;k&quot; style=&quot;color: green; font-weight: bold; margin: 0px; padding: 0px;&quot;&gt;lambda&lt;/span&gt; &lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;x&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;:&lt;/span&gt; &lt;span class=&quot;nb&quot; style=&quot;color: green; margin: 0px; padding: 0px;&quot;&gt;sum&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;x&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;.&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;isnull&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;()),&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;axis&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;mi&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;0&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;)&lt;/span&gt;
&lt;/pre&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class=&quot;output_wrapper&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: vertical; align-items: stretch; display: flex; flex-direction: column; margin: 0px; padding: 0px; position: relative;&quot;&gt;
&lt;div class=&quot;output&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: vertical; align-items: stretch; display: flex; flex-direction: column; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;output_area&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: horizontal; align-items: stretch; break-inside: avoid; display: flex; flex-direction: row; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;prompt output_prompt&quot; style=&quot;color: darkred; font-family: monospace; line-height: 1.21429em; margin: 0px; min-width: 11ex; padding: 0.4em; text-align: right;&quot;&gt;
Out[3]:&lt;/div&gt;
&lt;div class=&quot;output_text output_subarea output_execute_result&quot; style=&quot;-webkit-box-flex: 1; flex: 1 1 0%; line-height: 1.21429em; margin: 0px; padding: 0.4em 0.4em 0px;&quot;&gt;
&lt;pre style=&quot;background-color: transparent; border-radius: 0px; border: 0px; font-size: inherit; line-height: inherit; padding: 0px; vertical-align: baseline; white-space: pre-wrap; word-break: break-all; word-wrap: break-word;&quot;&gt;survived         0
pclass           0
sex              0
age            177
sibsp            0
parch            0
fare             0
embarked         2
class            0
who              0
adult_male       0
deck           688
embark_town      2
alive            0
alone            0
dtype: int64&lt;/pre&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class=&quot;cell border-box-sizing text_cell rendered&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: horizontal; align-items: stretch; background-color: white; border: 1px solid transparent; box-sizing: border-box; display: flex; flex-direction: row; font-family: &amp;quot;Helvetica Neue&amp;quot;, Helvetica, Arial, sans-serif; font-size: 14px; margin: 0px; outline: none; padding: 0px; text-align: start; width: 928px;&quot;&gt;
&lt;div class=&quot;prompt input_prompt&quot; style=&quot;border-top: 1px solid transparent; color: navy; font-family: monospace; line-height: 1.21429em; margin: 0px; min-width: 11ex; padding: 0.4em; text-align: right;&quot;&gt;
&lt;/div&gt;
&lt;div class=&quot;inner_cell&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-flex: 1; -webkit-box-orient: vertical; align-items: stretch; display: flex; flex-direction: column; flex: 1 1 0%; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;text_cell_render border-box-sizing rendered_html&quot; style=&quot;border-style: none; box-sizing: border-box; margin: 0px; outline: none; padding: 0.5em 0.5em 0.5em 0.4em; resize: none; width: inherit;&quot;&gt;
&lt;div style=&quot;padding: 0px; text-align: justify;&quot;&gt;
we see that there are 177 missing values in &quot;age&quot; and &quot;688&quot; missing values in &quot;deck&quot;. First check the values in &quot;deck&quot;&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class=&quot;cell border-box-sizing code_cell rendered&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: vertical; align-items: stretch; background-color: white; border: 1px solid transparent; box-sizing: border-box; display: flex; flex-direction: column; font-family: &amp;quot;Helvetica Neue&amp;quot;, Helvetica, Arial, sans-serif; font-size: 14px; margin: 0px; outline: none; padding: 5px 5px 5px 0px; text-align: start; width: 928px;&quot;&gt;
&lt;div class=&quot;input&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: horizontal; align-items: stretch; break-inside: avoid; display: flex; flex-direction: row; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;prompt input_prompt&quot; style=&quot;border-top: 1px solid transparent; color: navy; font-family: monospace; line-height: 1.21429em; margin: 0px; min-width: 11ex; padding: 0.4em; text-align: right;&quot;&gt;
In&amp;nbsp;[4]:&lt;/div&gt;
&lt;div class=&quot;inner_cell&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-flex: 1; -webkit-box-orient: vertical; align-items: stretch; display: flex; flex-direction: column; flex: 1 1 0%; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;input_area&quot; style=&quot;background: rgb(247, 247, 247); border-radius: 4px; border: 1px solid rgb(207, 207, 207); line-height: 1.21429em; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot; highlight hl-ipython3&quot; style=&quot;background: transparent; border: none; margin: 0.4em; padding: 0px;&quot;&gt;
&lt;pre style=&quot;background-color: transparent; border-radius: 4px; border: none; color: #333333; font-size: inherit; line-height: inherit; padding: 0px; white-space: pre-wrap; word-break: break-all; word-wrap: break-word;&quot;&gt;&lt;span style=&quot;margin: 0px; padding: 0px;&quot;&gt;&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;titanic&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;[&lt;/span&gt;&lt;span class=&quot;s1&quot; style=&quot;color: #ba2121; margin: 0px; padding: 0px;&quot;&gt;&#39;deck&#39;&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;]&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;.&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;value_counts&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;()&lt;/span&gt;
&lt;/pre&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class=&quot;output_wrapper&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: vertical; align-items: stretch; display: flex; flex-direction: column; margin: 0px; padding: 0px; position: relative;&quot;&gt;
&lt;div class=&quot;output&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: vertical; align-items: stretch; display: flex; flex-direction: column; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;output_area&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: horizontal; align-items: stretch; break-inside: avoid; display: flex; flex-direction: row; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;prompt output_prompt&quot; style=&quot;color: darkred; font-family: monospace; line-height: 1.21429em; margin: 0px; min-width: 11ex; padding: 0.4em; text-align: right;&quot;&gt;
Out[4]:&lt;/div&gt;
&lt;div class=&quot;output_text output_subarea output_execute_result&quot; style=&quot;-webkit-box-flex: 1; flex: 1 1 0%; line-height: 1.21429em; margin: 0px; padding: 0.4em 0.4em 0px;&quot;&gt;
&lt;pre style=&quot;background-color: transparent; border-radius: 0px; border: 0px; font-size: inherit; line-height: inherit; padding: 0px; vertical-align: baseline; white-space: pre-wrap; word-break: break-all; word-wrap: break-word;&quot;&gt;C    59
B    47
D    33
E    32
A    15
F    13
G     4
Name: deck, dtype: int64&lt;/pre&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class=&quot;cell border-box-sizing text_cell rendered&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: horizontal; align-items: stretch; background-color: white; border: 1px solid transparent; box-sizing: border-box; display: flex; flex-direction: row; font-family: &amp;quot;Helvetica Neue&amp;quot;, Helvetica, Arial, sans-serif; font-size: 14px; margin: 0px; outline: none; padding: 0px; text-align: start; width: 928px;&quot;&gt;
&lt;div class=&quot;prompt input_prompt&quot; style=&quot;border-top: 1px solid transparent; color: navy; font-family: monospace; line-height: 1.21429em; margin: 0px; min-width: 11ex; padding: 0.4em; text-align: right;&quot;&gt;
&lt;/div&gt;
&lt;div class=&quot;inner_cell&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-flex: 1; -webkit-box-orient: vertical; align-items: stretch; display: flex; flex-direction: column; flex: 1 1 0%; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;text_cell_render border-box-sizing rendered_html&quot; style=&quot;border-style: none; box-sizing: border-box; margin: 0px; outline: none; padding: 0.5em 0.5em 0.5em 0.4em; resize: none; width: inherit;&quot;&gt;
&lt;div style=&quot;padding: 0px; text-align: justify;&quot;&gt;
&lt;strong style=&quot;margin: 0px; padding: 0px;&quot;&gt;It seems that there is no need for &quot;deck&quot; values as more than 40% are missing.So we remove &quot;deck&quot; field. Also we remove the &#39;alive&#39; column&lt;/strong&gt;&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class=&quot;cell border-box-sizing code_cell rendered&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: vertical; align-items: stretch; background-color: white; border: 1px solid transparent; box-sizing: border-box; display: flex; flex-direction: column; font-family: &amp;quot;Helvetica Neue&amp;quot;, Helvetica, Arial, sans-serif; font-size: 14px; margin: 0px; outline: none; padding: 5px 5px 5px 0px; text-align: start; width: 928px;&quot;&gt;
&lt;div class=&quot;input&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: horizontal; align-items: stretch; break-inside: avoid; display: flex; flex-direction: row; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;prompt input_prompt&quot; style=&quot;border-top: 1px solid transparent; color: navy; font-family: monospace; line-height: 1.21429em; margin: 0px; min-width: 11ex; padding: 0.4em; text-align: right;&quot;&gt;
In&amp;nbsp;[5]:&lt;/div&gt;
&lt;div class=&quot;inner_cell&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-flex: 1; -webkit-box-orient: vertical; align-items: stretch; display: flex; flex-direction: column; flex: 1 1 0%; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;input_area&quot; style=&quot;background: rgb(247, 247, 247); border-radius: 4px; border: 1px solid rgb(207, 207, 207); line-height: 1.21429em; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot; highlight hl-ipython3&quot; style=&quot;background: transparent; border: none; margin: 0.4em; padding: 0px;&quot;&gt;
&lt;pre style=&quot;background-color: transparent; border-radius: 4px; border: none; color: #333333; font-size: inherit; line-height: inherit; padding: 0px; white-space: pre-wrap; word-break: break-all; word-wrap: break-word;&quot;&gt;&lt;span style=&quot;margin: 0px; padding: 0px;&quot;&gt;&lt;/span&gt;&lt;span class=&quot;c1&quot; style=&quot;color: #408080; font-style: italic; margin: 0px; padding: 0px;&quot;&gt;#removed unwanted columns&lt;/span&gt;
&lt;span class=&quot;k&quot; style=&quot;color: green; font-weight: bold; margin: 0px; padding: 0px;&quot;&gt;def&lt;/span&gt; &lt;span class=&quot;nf&quot; style=&quot;color: blue; margin: 0px; padding: 0px;&quot;&gt;remove_columns&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;df&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;column&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;):&lt;/span&gt;
    &lt;span class=&quot;k&quot; style=&quot;color: green; font-weight: bold; margin: 0px; padding: 0px;&quot;&gt;return&lt;/span&gt; &lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;df&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;.&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;drop&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;column&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;inplace&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;kc&quot; style=&quot;color: green; font-weight: bold; margin: 0px; padding: 0px;&quot;&gt;True&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;axis&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;mi&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;1&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;)&lt;/span&gt;

&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;remove_columns&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;titanic&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;s1&quot; style=&quot;color: #ba2121; margin: 0px; padding: 0px;&quot;&gt;&#39;alive&#39;&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;)&lt;/span&gt;
&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;remove_columns&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;titanic&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;s1&quot; style=&quot;color: #ba2121; margin: 0px; padding: 0px;&quot;&gt;&#39;deck&#39;&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;)&lt;/span&gt;
&lt;/pre&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class=&quot;cell border-box-sizing text_cell rendered&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: horizontal; align-items: stretch; background-color: white; border: 1px solid transparent; box-sizing: border-box; display: flex; flex-direction: row; font-family: &amp;quot;Helvetica Neue&amp;quot;, Helvetica, Arial, sans-serif; font-size: 14px; margin: 0px; outline: none; padding: 0px; text-align: start; width: 928px;&quot;&gt;
&lt;div class=&quot;prompt input_prompt&quot; style=&quot;border-top: 1px solid transparent; color: navy; font-family: monospace; line-height: 1.21429em; margin: 0px; min-width: 11ex; padding: 0.4em; text-align: right;&quot;&gt;
&lt;/div&gt;
&lt;div class=&quot;inner_cell&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-flex: 1; -webkit-box-orient: vertical; align-items: stretch; display: flex; flex-direction: column; flex: 1 1 0%; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;text_cell_render border-box-sizing rendered_html&quot; style=&quot;border-style: none; box-sizing: border-box; margin: 0px; outline: none; padding: 0.5em 0.5em 0.5em 0.4em; resize: none; width: inherit;&quot;&gt;
&lt;div style=&quot;padding: 0px; text-align: justify;&quot;&gt;
&lt;strong style=&quot;margin: 0px; padding: 0px;&quot;&gt;Number of Men, Women and Children&lt;/strong&gt;&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class=&quot;cell border-box-sizing code_cell rendered&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: vertical; align-items: stretch; background-color: white; border: 1px solid transparent; box-sizing: border-box; display: flex; flex-direction: column; font-family: &amp;quot;Helvetica Neue&amp;quot;, Helvetica, Arial, sans-serif; font-size: 14px; margin: 0px; outline: none; padding: 5px 5px 5px 0px; text-align: start; width: 928px;&quot;&gt;
&lt;div class=&quot;input&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: horizontal; align-items: stretch; break-inside: avoid; display: flex; flex-direction: row; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;prompt input_prompt&quot; style=&quot;border-top: 1px solid transparent; color: navy; font-family: monospace; line-height: 1.21429em; margin: 0px; min-width: 11ex; padding: 0.4em; text-align: right;&quot;&gt;
In&amp;nbsp;[6]:&lt;/div&gt;
&lt;div class=&quot;inner_cell&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-flex: 1; -webkit-box-orient: vertical; align-items: stretch; display: flex; flex-direction: column; flex: 1 1 0%; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;input_area&quot; style=&quot;background: rgb(247, 247, 247); border-radius: 4px; border: 1px solid rgb(207, 207, 207); line-height: 1.21429em; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot; highlight hl-ipython3&quot; style=&quot;background: transparent; border: none; margin: 0.4em; padding: 0px;&quot;&gt;
&lt;pre style=&quot;background-color: transparent; border-radius: 4px; border: none; color: #333333; font-size: inherit; line-height: inherit; padding: 0px; white-space: pre-wrap; word-break: break-all; word-wrap: break-word;&quot;&gt;&lt;span style=&quot;margin: 0px; padding: 0px;&quot;&gt;&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;titanic&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;[&lt;/span&gt;&lt;span class=&quot;s1&quot; style=&quot;color: #ba2121; margin: 0px; padding: 0px;&quot;&gt;&#39;who&#39;&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;]&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;.&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;value_counts&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;()&lt;/span&gt;
&lt;/pre&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class=&quot;output_wrapper&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: vertical; align-items: stretch; display: flex; flex-direction: column; margin: 0px; padding: 0px; position: relative;&quot;&gt;
&lt;div class=&quot;output&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: vertical; align-items: stretch; display: flex; flex-direction: column; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;output_area&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: horizontal; align-items: stretch; break-inside: avoid; display: flex; flex-direction: row; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;prompt output_prompt&quot; style=&quot;color: darkred; font-family: monospace; line-height: 1.21429em; margin: 0px; min-width: 11ex; padding: 0.4em; text-align: right;&quot;&gt;
Out[6]:&lt;/div&gt;
&lt;div class=&quot;output_text output_subarea output_execute_result&quot; style=&quot;-webkit-box-flex: 1; flex: 1 1 0%; line-height: 1.21429em; margin: 0px; padding: 0.4em 0.4em 0px;&quot;&gt;
&lt;pre style=&quot;background-color: transparent; border-radius: 0px; border: 0px; font-size: inherit; line-height: inherit; padding: 0px; vertical-align: baseline; white-space: pre-wrap; word-break: break-all; word-wrap: break-word;&quot;&gt;man      537
woman    271
child     83
Name: who, dtype: int64&lt;/pre&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class=&quot;cell border-box-sizing code_cell rendered&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: vertical; align-items: stretch; background-color: white; border: 1px solid transparent; box-sizing: border-box; display: flex; flex-direction: column; font-family: &amp;quot;Helvetica Neue&amp;quot;, Helvetica, Arial, sans-serif; font-size: 14px; margin: 0px; outline: none; padding: 5px 5px 5px 0px; text-align: start; width: 928px;&quot;&gt;
&lt;div class=&quot;input&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: horizontal; align-items: stretch; break-inside: avoid; display: flex; flex-direction: row; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;prompt input_prompt&quot; style=&quot;border-top: 1px solid transparent; color: navy; font-family: monospace; line-height: 1.21429em; margin: 0px; min-width: 11ex; padding: 0.4em; text-align: right;&quot;&gt;
In&amp;nbsp;[101]:&lt;/div&gt;
&lt;div class=&quot;inner_cell&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-flex: 1; -webkit-box-orient: vertical; align-items: stretch; display: flex; flex-direction: column; flex: 1 1 0%; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;input_area&quot; style=&quot;background: rgb(247, 247, 247); border-radius: 4px; border: 1px solid rgb(207, 207, 207); line-height: 1.21429em; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot; highlight hl-ipython3&quot; style=&quot;background: transparent; border: none; margin: 0.4em; padding: 0px;&quot;&gt;
&lt;pre style=&quot;background-color: transparent; border-radius: 4px; border: none; color: #333333; font-size: inherit; line-height: inherit; padding: 0px; white-space: pre-wrap; word-break: break-all; word-wrap: break-word;&quot;&gt;&lt;span style=&quot;margin: 0px; padding: 0px;&quot;&gt;&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;xs&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;[&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;i&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;+&lt;/span&gt;&lt;span class=&quot;mf&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;0.8&lt;/span&gt; &lt;span class=&quot;k&quot; style=&quot;color: green; font-weight: bold; margin: 0px; padding: 0px;&quot;&gt;for&lt;/span&gt; &lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;i&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;_&lt;/span&gt; &lt;span class=&quot;ow&quot; style=&quot;color: #aa22ff; font-weight: bold; margin: 0px; padding: 0px;&quot;&gt;in&lt;/span&gt; &lt;span class=&quot;nb&quot; style=&quot;color: green; margin: 0px; padding: 0px;&quot;&gt;enumerate&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;titanic&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;[&lt;/span&gt;&lt;span class=&quot;s1&quot; style=&quot;color: #ba2121; margin: 0px; padding: 0px;&quot;&gt;&#39;who&#39;&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;])]&lt;/span&gt;
&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;sns&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;.&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;barplot&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;data&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;titanic&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;x&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;titanic&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;[&lt;/span&gt;&lt;span class=&quot;s1&quot; style=&quot;color: #ba2121; margin: 0px; padding: 0px;&quot;&gt;&#39;who&#39;&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;],&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;y&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;titanic&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;.&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;survived&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;)&lt;/span&gt;
&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;plt&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;.&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;title&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;s1&quot; style=&quot;color: #ba2121; margin: 0px; padding: 0px;&quot;&gt;&#39;Surival Data for Men,Women and Children&#39;&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;)&lt;/span&gt;
&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;plt&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;.&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;xlabel&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;s1&quot; style=&quot;color: #ba2121; margin: 0px; padding: 0px;&quot;&gt;&#39;Men Women and Children&#39;&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;)&lt;/span&gt;
&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;plt&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;.&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;ylabel&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;s1&quot; style=&quot;color: #ba2121; margin: 0px; padding: 0px;&quot;&gt;&#39;Survival Probability&#39;&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;)&lt;/span&gt;
&lt;/pre&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
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Out[101]:&lt;/div&gt;
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HMzDqj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%0AAAAASUVORK5CYII=%0A&quot; 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&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
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&lt;div class=&quot;text_cell_render border-box-sizing rendered_html&quot; style=&quot;border-style: none; box-sizing: border-box; margin: 0px; outline: none; padding: 0.5em 0.5em 0.5em 0.4em; resize: none; width: inherit;&quot;&gt;
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There are 177 null values in age which can effect our results.So we have to fill these values by appropiate value&lt;a class=&quot;anchor-link&quot; href=&quot;https://render.githubusercontent.com/view/ipynb?commit=0dbc74a51d6a42122d75e5e0981b6ca67c10e54c&amp;amp;enc_url=68747470733a2f2f7261772e67697468756275736572636f6e74656e742e636f6d2f726f6861696c6b68616e2f746974616e69635f646174615f616e616c797369732f306462633734613531643661343231323264373565356530393831623663613637633130653534632f546974616e696325323044617461253230616e616c797369732e6970796e62&amp;amp;nwo=rohailkhan%2Ftitanic_data_analysis&amp;amp;path=Titanic+Data+analysis.ipynb&amp;amp;repository_id=103937004&amp;amp;repository_type=Repository#There-are-177-null-values-in-age-which-can-effect-our-results.So-we-have-to-fill-these-values-by-appropiate-value&quot; style=&quot;color: #0088cc; margin: 0px; padding: 0px 20px; text-decoration-line: none; visibility: hidden;&quot;&gt;&lt;/a&gt;&lt;/h2&gt;
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&lt;/div&gt;
&lt;div class=&quot;cell border-box-sizing code_cell rendered&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: vertical; align-items: stretch; background-color: white; border: 1px solid transparent; box-sizing: border-box; display: flex; flex-direction: column; font-family: &amp;quot;Helvetica Neue&amp;quot;, Helvetica, Arial, sans-serif; font-size: 14px; margin: 0px; outline: none; padding: 5px 5px 5px 0px; text-align: start; width: 928px;&quot;&gt;
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In&amp;nbsp;[102]:&lt;/div&gt;
&lt;div class=&quot;inner_cell&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-flex: 1; -webkit-box-orient: vertical; align-items: stretch; display: flex; flex-direction: column; flex: 1 1 0%; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;input_area&quot; style=&quot;background: rgb(247, 247, 247); border-radius: 4px; border: 1px solid rgb(207, 207, 207); line-height: 1.21429em; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot; highlight hl-ipython3&quot; style=&quot;background: transparent; border: none; margin: 0.4em; padding: 0px;&quot;&gt;
&lt;pre style=&quot;background-color: transparent; border-radius: 4px; border: none; color: #333333; font-size: inherit; line-height: inherit; padding: 0px; white-space: pre-wrap; word-break: break-all; word-wrap: break-word;&quot;&gt;&lt;span style=&quot;margin: 0px; padding: 0px;&quot;&gt;&lt;/span&gt;&lt;span class=&quot;c1&quot; style=&quot;color: #408080; font-style: italic; margin: 0px; padding: 0px;&quot;&gt;#first we find the mean&lt;/span&gt;
&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;titanic&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;[&lt;/span&gt;&lt;span class=&quot;s1&quot; style=&quot;color: #ba2121; margin: 0px; padding: 0px;&quot;&gt;&#39;age&#39;&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;]&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;.&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;mean&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;()&lt;/span&gt;
&lt;/pre&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class=&quot;output_wrapper&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: vertical; align-items: stretch; display: flex; flex-direction: column; margin: 0px; padding: 0px; position: relative;&quot;&gt;
&lt;div class=&quot;output&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: vertical; align-items: stretch; display: flex; flex-direction: column; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;output_area&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: horizontal; align-items: stretch; break-inside: avoid; display: flex; flex-direction: row; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;prompt output_prompt&quot; style=&quot;color: darkred; font-family: monospace; line-height: 1.21429em; margin: 0px; min-width: 11ex; padding: 0.4em; text-align: right;&quot;&gt;
Out[102]:&lt;/div&gt;
&lt;div class=&quot;output_text output_subarea output_execute_result&quot; style=&quot;-webkit-box-flex: 1; flex: 1 1 0%; line-height: 1.21429em; margin: 0px; padding: 0.4em 0.4em 0px;&quot;&gt;
&lt;pre style=&quot;background-color: transparent; border-radius: 0px; border: 0px; font-size: inherit; line-height: inherit; padding: 0px; vertical-align: baseline; white-space: pre-wrap; word-break: break-all; word-wrap: break-word;&quot;&gt;29.345679012345681&lt;/pre&gt;
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&lt;/div&gt;
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&lt;/div&gt;
&lt;/div&gt;
&lt;div class=&quot;cell border-box-sizing text_cell rendered&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: horizontal; align-items: stretch; background-color: white; border: 1px solid transparent; box-sizing: border-box; display: flex; flex-direction: row; font-family: &amp;quot;Helvetica Neue&amp;quot;, Helvetica, Arial, sans-serif; font-size: 14px; margin: 0px; outline: none; padding: 0px; text-align: start; width: 928px;&quot;&gt;
&lt;div class=&quot;prompt input_prompt&quot; style=&quot;border-top: 1px solid transparent; color: navy; font-family: monospace; line-height: 1.21429em; margin: 0px; min-width: 11ex; padding: 0.4em; text-align: right;&quot;&gt;
&lt;/div&gt;
&lt;div class=&quot;inner_cell&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-flex: 1; -webkit-box-orient: vertical; align-items: stretch; display: flex; flex-direction: column; flex: 1 1 0%; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;text_cell_render border-box-sizing rendered_html&quot; style=&quot;border-style: none; box-sizing: border-box; margin: 0px; outline: none; padding: 0.5em 0.5em 0.5em 0.4em; resize: none; width: inherit;&quot;&gt;
&lt;div style=&quot;padding: 0px; text-align: justify;&quot;&gt;
&lt;strong style=&quot;margin: 0px; padding: 0px;&quot;&gt;The mean is 29 but we cant fill all the 177 values by 29 as there can be many children among these 177 values.Let us check the median&lt;/strong&gt;&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class=&quot;cell border-box-sizing code_cell rendered&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: vertical; align-items: stretch; background-color: white; border: 1px solid transparent; box-sizing: border-box; display: flex; flex-direction: column; font-family: &amp;quot;Helvetica Neue&amp;quot;, Helvetica, Arial, sans-serif; font-size: 14px; margin: 0px; outline: none; padding: 5px 5px 5px 0px; text-align: start; width: 928px;&quot;&gt;
&lt;div class=&quot;input&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: horizontal; align-items: stretch; break-inside: avoid; display: flex; flex-direction: row; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;prompt input_prompt&quot; style=&quot;border-top: 1px solid transparent; color: navy; font-family: monospace; line-height: 1.21429em; margin: 0px; min-width: 11ex; padding: 0.4em; text-align: right;&quot;&gt;
In&amp;nbsp;[103]:&lt;/div&gt;
&lt;div class=&quot;inner_cell&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-flex: 1; -webkit-box-orient: vertical; align-items: stretch; display: flex; flex-direction: column; flex: 1 1 0%; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;input_area&quot; style=&quot;background: rgb(247, 247, 247); border-radius: 4px; border: 1px solid rgb(207, 207, 207); line-height: 1.21429em; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot; highlight hl-ipython3&quot; style=&quot;background: transparent; border: none; margin: 0.4em; padding: 0px;&quot;&gt;
&lt;pre style=&quot;background-color: transparent; border-radius: 4px; border: none; color: #333333; font-size: inherit; line-height: inherit; padding: 0px; white-space: pre-wrap; word-break: break-all; word-wrap: break-word;&quot;&gt;&lt;span style=&quot;margin: 0px; padding: 0px;&quot;&gt;&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;titanic&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;[&lt;/span&gt;&lt;span class=&quot;s1&quot; style=&quot;color: #ba2121; margin: 0px; padding: 0px;&quot;&gt;&#39;age&#39;&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;]&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;.&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;median&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;()&lt;/span&gt;
&lt;/pre&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class=&quot;output_wrapper&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: vertical; align-items: stretch; display: flex; flex-direction: column; margin: 0px; padding: 0px; position: relative;&quot;&gt;
&lt;div class=&quot;output&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: vertical; align-items: stretch; display: flex; flex-direction: column; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;output_area&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: horizontal; align-items: stretch; break-inside: avoid; display: flex; flex-direction: row; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;prompt output_prompt&quot; style=&quot;color: darkred; font-family: monospace; line-height: 1.21429em; margin: 0px; min-width: 11ex; padding: 0.4em; text-align: right;&quot;&gt;
Out[103]:&lt;/div&gt;
&lt;div class=&quot;output_text output_subarea output_execute_result&quot; style=&quot;-webkit-box-flex: 1; flex: 1 1 0%; line-height: 1.21429em; margin: 0px; padding: 0.4em 0.4em 0px;&quot;&gt;
&lt;pre style=&quot;background-color: transparent; border-radius: 0px; border: 0px; font-size: inherit; line-height: inherit; padding: 0px; vertical-align: baseline; white-space: pre-wrap; word-break: break-all; word-wrap: break-word;&quot;&gt;28.0&lt;/pre&gt;
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&lt;div class=&quot;cell border-box-sizing text_cell rendered&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: horizontal; align-items: stretch; background-color: white; border: 1px solid transparent; box-sizing: border-box; display: flex; flex-direction: row; font-family: &amp;quot;Helvetica Neue&amp;quot;, Helvetica, Arial, sans-serif; font-size: 14px; margin: 0px; outline: none; padding: 0px; text-align: start; width: 928px;&quot;&gt;
&lt;div class=&quot;prompt input_prompt&quot; style=&quot;border-top: 1px solid transparent; color: navy; font-family: monospace; line-height: 1.21429em; margin: 0px; min-width: 11ex; padding: 0.4em; text-align: right;&quot;&gt;
&lt;/div&gt;
&lt;div class=&quot;inner_cell&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-flex: 1; -webkit-box-orient: vertical; align-items: stretch; display: flex; flex-direction: column; flex: 1 1 0%; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;text_cell_render border-box-sizing rendered_html&quot; style=&quot;border-style: none; box-sizing: border-box; margin: 0px; outline: none; padding: 0.5em 0.5em 0.5em 0.4em; resize: none; width: inherit;&quot;&gt;
&lt;div style=&quot;padding: 0px; text-align: justify;&quot;&gt;
&lt;strong style=&quot;margin: 0px; padding: 0px;&quot;&gt;..Median is also same as the mean.we cant fill all the 177 values by 28 as there can be many children among these 177 values.So now check how many children are there&lt;/strong&gt;&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class=&quot;cell border-box-sizing code_cell rendered&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: vertical; align-items: stretch; background-color: white; border: 1px solid transparent; box-sizing: border-box; display: flex; flex-direction: column; font-family: &amp;quot;Helvetica Neue&amp;quot;, Helvetica, Arial, sans-serif; font-size: 14px; margin: 0px; outline: none; padding: 5px 5px 5px 0px; text-align: start; width: 928px;&quot;&gt;
&lt;div class=&quot;input&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: horizontal; align-items: stretch; break-inside: avoid; display: flex; flex-direction: row; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;prompt input_prompt&quot; style=&quot;border-top: 1px solid transparent; color: navy; font-family: monospace; line-height: 1.21429em; margin: 0px; min-width: 11ex; padding: 0.4em; text-align: right;&quot;&gt;
In&amp;nbsp;[104]:&lt;/div&gt;
&lt;div class=&quot;inner_cell&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-flex: 1; -webkit-box-orient: vertical; align-items: stretch; display: flex; flex-direction: column; flex: 1 1 0%; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;input_area&quot; style=&quot;background: rgb(247, 247, 247); border-radius: 4px; border: 1px solid rgb(207, 207, 207); line-height: 1.21429em; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot; highlight hl-ipython3&quot; style=&quot;background: transparent; border: none; margin: 0.4em; padding: 0px;&quot;&gt;
&lt;pre style=&quot;background-color: transparent; border-radius: 4px; border: none; color: #333333; font-size: inherit; line-height: inherit; padding: 0px; white-space: pre-wrap; word-break: break-all; word-wrap: break-word;&quot;&gt;&lt;span style=&quot;margin: 0px; padding: 0px;&quot;&gt;&lt;/span&gt;&lt;span class=&quot;c1&quot; style=&quot;color: #408080; font-style: italic; margin: 0px; padding: 0px;&quot;&gt;# we see that the &#39;who&#39; column tells us whether the entry if of &#39;man&#39; , &#39;woman&#39; or &#39;child&#39;.&lt;/span&gt;
&lt;span class=&quot;c1&quot; style=&quot;color: #408080; font-style: italic; margin: 0px; padding: 0px;&quot;&gt;#so we check the number of children here&lt;/span&gt;
&lt;/pre&gt;
&lt;/div&gt;
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&lt;/div&gt;
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&lt;/div&gt;
&lt;div class=&quot;cell border-box-sizing code_cell rendered&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: vertical; align-items: stretch; background-color: white; border: 1px solid transparent; box-sizing: border-box; display: flex; flex-direction: column; font-family: &amp;quot;Helvetica Neue&amp;quot;, Helvetica, Arial, sans-serif; font-size: 14px; margin: 0px; outline: none; padding: 5px 5px 5px 0px; text-align: start; width: 928px;&quot;&gt;
&lt;div class=&quot;input&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: horizontal; align-items: stretch; break-inside: avoid; display: flex; flex-direction: row; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;prompt input_prompt&quot; style=&quot;border-top: 1px solid transparent; color: navy; font-family: monospace; line-height: 1.21429em; margin: 0px; min-width: 11ex; padding: 0.4em; text-align: right;&quot;&gt;
In&amp;nbsp;[105]:&lt;/div&gt;
&lt;div class=&quot;inner_cell&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-flex: 1; -webkit-box-orient: vertical; align-items: stretch; display: flex; flex-direction: column; flex: 1 1 0%; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;input_area&quot; style=&quot;background: rgb(247, 247, 247); border-radius: 4px; border: 1px solid rgb(207, 207, 207); line-height: 1.21429em; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot; highlight hl-ipython3&quot; style=&quot;background: transparent; border: none; margin: 0.4em; padding: 0px;&quot;&gt;
&lt;pre style=&quot;background-color: transparent; border-radius: 4px; border: none; color: #333333; font-size: inherit; line-height: inherit; padding: 0px; white-space: pre-wrap; word-break: break-all; word-wrap: break-word;&quot;&gt;&lt;span style=&quot;margin: 0px; padding: 0px;&quot;&gt;&lt;/span&gt;&lt;span class=&quot;k&quot; style=&quot;color: green; font-weight: bold; margin: 0px; padding: 0px;&quot;&gt;def&lt;/span&gt; &lt;span class=&quot;nf&quot; style=&quot;color: blue; margin: 0px; padding: 0px;&quot;&gt;count_values&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;df&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;col_name&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;):&lt;/span&gt;
    &lt;span class=&quot;k&quot; style=&quot;color: green; font-weight: bold; margin: 0px; padding: 0px;&quot;&gt;return&lt;/span&gt; &lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;df&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;[&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;col_name&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;]&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;.&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;value_counts&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;()&lt;/span&gt;
&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;count_values&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;titanic&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;s1&quot; style=&quot;color: #ba2121; margin: 0px; padding: 0px;&quot;&gt;&#39;who&#39;&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;)&lt;/span&gt;
&lt;/pre&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class=&quot;output_wrapper&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: vertical; align-items: stretch; display: flex; flex-direction: column; margin: 0px; padding: 0px; position: relative;&quot;&gt;
&lt;div class=&quot;output&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: vertical; align-items: stretch; display: flex; flex-direction: column; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;output_area&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: horizontal; align-items: stretch; break-inside: avoid; display: flex; flex-direction: row; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;prompt output_prompt&quot; style=&quot;color: darkred; font-family: monospace; line-height: 1.21429em; margin: 0px; min-width: 11ex; padding: 0.4em; text-align: right;&quot;&gt;
Out[105]:&lt;/div&gt;
&lt;div class=&quot;output_text output_subarea output_execute_result&quot; style=&quot;-webkit-box-flex: 1; flex: 1 1 0%; line-height: 1.21429em; margin: 0px; padding: 0.4em 0.4em 0px;&quot;&gt;
&lt;pre style=&quot;background-color: transparent; border-radius: 0px; border: 0px; font-size: inherit; line-height: inherit; padding: 0px; vertical-align: baseline; white-space: pre-wrap; word-break: break-all; word-wrap: break-word;&quot;&gt;man      537
woman    271
child     83
Name: who, dtype: int64&lt;/pre&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class=&quot;cell border-box-sizing text_cell rendered&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: horizontal; align-items: stretch; background-color: white; border: 1px solid transparent; box-sizing: border-box; display: flex; flex-direction: row; font-family: &amp;quot;Helvetica Neue&amp;quot;, Helvetica, Arial, sans-serif; font-size: 14px; margin: 0px; outline: none; padding: 0px; text-align: start; width: 928px;&quot;&gt;
&lt;div class=&quot;prompt input_prompt&quot; style=&quot;border-top: 1px solid transparent; color: navy; font-family: monospace; line-height: 1.21429em; margin: 0px; min-width: 11ex; padding: 0.4em; text-align: right;&quot;&gt;
&lt;/div&gt;
&lt;div class=&quot;inner_cell&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-flex: 1; -webkit-box-orient: vertical; align-items: stretch; display: flex; flex-direction: column; flex: 1 1 0%; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;text_cell_render border-box-sizing rendered_html&quot; style=&quot;border-style: none; box-sizing: border-box; margin: 0px; outline: none; padding: 0.5em 0.5em 0.5em 0.4em; resize: none; width: inherit;&quot;&gt;
&lt;div style=&quot;padding: 0px; text-align: justify;&quot;&gt;
Number of children is 83 so we cannot fill the NaN values by media=28 or mean=29.We can fill the NaN entries with median if we have adult &#39;man&#39; or &#39;woman&#39;. Let us check the NaN entries in titanic[&#39;age&#39;] corressponding to titanic[&#39;who&#39;]=&#39;child&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class=&quot;cell border-box-sizing text_cell rendered&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: horizontal; align-items: stretch; background-color: white; border: 1px solid transparent; box-sizing: border-box; display: flex; flex-direction: row; font-family: &amp;quot;Helvetica Neue&amp;quot;, Helvetica, Arial, sans-serif; font-size: 14px; margin: 0px; outline: none; padding: 0px; text-align: start; width: 928px;&quot;&gt;
&lt;div class=&quot;prompt input_prompt&quot; style=&quot;border-top: 1px solid transparent; color: navy; font-family: monospace; line-height: 1.21429em; margin: 0px; min-width: 11ex; padding: 0.4em; text-align: right;&quot;&gt;
&lt;/div&gt;
&lt;div class=&quot;inner_cell&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-flex: 1; -webkit-box-orient: vertical; align-items: stretch; display: flex; flex-direction: column; flex: 1 1 0%; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;text_cell_render border-box-sizing rendered_html&quot; style=&quot;border-style: none; box-sizing: border-box; margin: 0px; outline: none; padding: 0.5em 0.5em 0.5em 0.4em; resize: none; width: inherit;&quot;&gt;
&lt;div style=&quot;padding: 0px; text-align: justify;&quot;&gt;
&lt;strong style=&quot;margin: 0px; padding: 0px;&quot;&gt;Checking how many Children have missing values&lt;/strong&gt;&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class=&quot;cell border-box-sizing code_cell rendered&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: vertical; align-items: stretch; background-color: white; border: 1px solid transparent; box-sizing: border-box; display: flex; flex-direction: column; font-family: &amp;quot;Helvetica Neue&amp;quot;, Helvetica, Arial, sans-serif; font-size: 14px; margin: 0px; outline: none; padding: 5px 5px 5px 0px; text-align: start; width: 928px;&quot;&gt;
&lt;div class=&quot;input&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: horizontal; align-items: stretch; break-inside: avoid; display: flex; flex-direction: row; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;prompt input_prompt&quot; style=&quot;border-top: 1px solid transparent; color: navy; font-family: monospace; line-height: 1.21429em; margin: 0px; min-width: 11ex; padding: 0.4em; text-align: right;&quot;&gt;
In&amp;nbsp;[106]:&lt;/div&gt;
&lt;div class=&quot;inner_cell&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-flex: 1; -webkit-box-orient: vertical; align-items: stretch; display: flex; flex-direction: column; flex: 1 1 0%; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;input_area&quot; style=&quot;background: rgb(247, 247, 247); border-radius: 4px; border: 1px solid rgb(207, 207, 207); line-height: 1.21429em; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot; highlight hl-ipython3&quot; style=&quot;background: transparent; border: none; margin: 0.4em; padding: 0px;&quot;&gt;
&lt;pre style=&quot;background-color: transparent; border-radius: 4px; border: none; color: #333333; font-size: inherit; line-height: inherit; padding: 0px; white-space: pre-wrap; word-break: break-all; word-wrap: break-word;&quot;&gt;&lt;span style=&quot;margin: 0px; padding: 0px;&quot;&gt;&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;titanic&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;.&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;loc&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;[&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;titanic&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;[&lt;/span&gt;&lt;span class=&quot;s1&quot; style=&quot;color: #ba2121; margin: 0px; padding: 0px;&quot;&gt;&#39;who&#39;&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;]&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;==&lt;/span&gt;&lt;span class=&quot;s1&quot; style=&quot;color: #ba2121; margin: 0px; padding: 0px;&quot;&gt;&#39;child&#39;&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;]&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;.&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;isnull&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;()&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;.&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;sum&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;()&lt;/span&gt;
&lt;/pre&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class=&quot;output_wrapper&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: vertical; align-items: stretch; display: flex; flex-direction: column; margin: 0px; padding: 0px; position: relative;&quot;&gt;
&lt;div class=&quot;output&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: vertical; align-items: stretch; display: flex; flex-direction: column; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;output_area&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: horizontal; align-items: stretch; break-inside: avoid; display: flex; flex-direction: row; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;prompt output_prompt&quot; style=&quot;color: darkred; font-family: monospace; line-height: 1.21429em; margin: 0px; min-width: 11ex; padding: 0.4em; text-align: right;&quot;&gt;
Out[106]:&lt;/div&gt;
&lt;div class=&quot;output_text output_subarea output_execute_result&quot; style=&quot;-webkit-box-flex: 1; flex: 1 1 0%; line-height: 1.21429em; margin: 0px; padding: 0.4em 0.4em 0px;&quot;&gt;
&lt;pre style=&quot;background-color: transparent; border-radius: 0px; border: 0px; font-size: inherit; line-height: inherit; padding: 0px; vertical-align: baseline; white-space: pre-wrap; word-break: break-all; word-wrap: break-word;&quot;&gt;survived       0
pclass         0
sex            0
age            0
sibsp          0
parch          0
fare           0
embarked       0
class          0
who            0
adult_male     0
embark_town    0
alone          0
Sex_integer    0
child          0
parents        0
dtype: int64&lt;/pre&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class=&quot;cell border-box-sizing text_cell rendered&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: horizontal; align-items: stretch; background-color: white; border: 1px solid transparent; box-sizing: border-box; display: flex; flex-direction: row; font-family: &amp;quot;Helvetica Neue&amp;quot;, Helvetica, Arial, sans-serif; font-size: 14px; margin: 0px; outline: none; padding: 0px; text-align: start; width: 928px;&quot;&gt;
&lt;div class=&quot;prompt input_prompt&quot; style=&quot;border-top: 1px solid transparent; color: navy; font-family: monospace; line-height: 1.21429em; margin: 0px; min-width: 11ex; padding: 0.4em; text-align: right;&quot;&gt;
&lt;/div&gt;
&lt;div class=&quot;inner_cell&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-flex: 1; -webkit-box-orient: vertical; align-items: stretch; display: flex; flex-direction: column; flex: 1 1 0%; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;text_cell_render border-box-sizing rendered_html&quot; style=&quot;border-style: none; box-sizing: border-box; margin: 0px; outline: none; padding: 0.5em 0.5em 0.5em 0.4em; resize: none; width: inherit;&quot;&gt;
&lt;div style=&quot;padding: 0px; text-align: justify;&quot;&gt;
We see that none of the 83 children have NaN values in their respective age column. So its same to replace missing values of age with median =28&lt;/div&gt;
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&lt;div class=&quot;cell border-box-sizing code_cell rendered&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: vertical; align-items: stretch; background-color: white; border: 1px solid transparent; box-sizing: border-box; display: flex; flex-direction: column; font-family: &amp;quot;Helvetica Neue&amp;quot;, Helvetica, Arial, sans-serif; font-size: 14px; margin: 0px; outline: none; padding: 5px 5px 5px 0px; text-align: start; width: 928px;&quot;&gt;
&lt;div class=&quot;input&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: horizontal; align-items: stretch; break-inside: avoid; display: flex; flex-direction: row; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;prompt input_prompt&quot; style=&quot;border-top: 1px solid transparent; color: navy; font-family: monospace; line-height: 1.21429em; margin: 0px; min-width: 11ex; padding: 0.4em; text-align: right;&quot;&gt;
In&amp;nbsp;[107]:&lt;/div&gt;
&lt;div class=&quot;inner_cell&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-flex: 1; -webkit-box-orient: vertical; align-items: stretch; display: flex; flex-direction: column; flex: 1 1 0%; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;input_area&quot; style=&quot;background: rgb(247, 247, 247); border-radius: 4px; border: 1px solid rgb(207, 207, 207); line-height: 1.21429em; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot; highlight hl-ipython3&quot; style=&quot;background: transparent; border: none; margin: 0.4em; padding: 0px;&quot;&gt;
&lt;pre style=&quot;background-color: transparent; border-radius: 4px; border: none; color: #333333; font-size: inherit; line-height: inherit; padding: 0px; white-space: pre-wrap; word-break: break-all; word-wrap: break-word;&quot;&gt;&lt;span style=&quot;margin: 0px; padding: 0px;&quot;&gt;&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;titanic&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;[&lt;/span&gt;&lt;span class=&quot;s1&quot; style=&quot;color: #ba2121; margin: 0px; padding: 0px;&quot;&gt;&#39;age&#39;&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;]&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;.&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;fillna&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;titanic&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;[&lt;/span&gt;&lt;span class=&quot;s1&quot; style=&quot;color: #ba2121; margin: 0px; padding: 0px;&quot;&gt;&#39;age&#39;&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;]&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;.&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;median&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;(),&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;inplace&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;kc&quot; style=&quot;color: green; font-weight: bold; margin: 0px; padding: 0px;&quot;&gt;True&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;)&lt;/span&gt;
&lt;/pre&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class=&quot;cell border-box-sizing code_cell rendered&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: vertical; align-items: stretch; background-color: white; border: 1px solid transparent; box-sizing: border-box; display: flex; flex-direction: column; font-family: &amp;quot;Helvetica Neue&amp;quot;, Helvetica, Arial, sans-serif; font-size: 14px; margin: 0px; outline: none; padding: 5px 5px 5px 0px; text-align: start; width: 928px;&quot;&gt;
&lt;div class=&quot;input&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: horizontal; align-items: stretch; break-inside: avoid; display: flex; flex-direction: row; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;prompt input_prompt&quot; style=&quot;border-top: 1px solid transparent; color: navy; font-family: monospace; line-height: 1.21429em; margin: 0px; min-width: 11ex; padding: 0.4em; text-align: right;&quot;&gt;
In&amp;nbsp;[108]:&lt;/div&gt;
&lt;div class=&quot;inner_cell&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-flex: 1; -webkit-box-orient: vertical; align-items: stretch; display: flex; flex-direction: column; flex: 1 1 0%; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;input_area&quot; style=&quot;background: rgb(247, 247, 247); border-radius: 4px; border: 1px solid rgb(207, 207, 207); line-height: 1.21429em; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot; highlight hl-ipython3&quot; style=&quot;background: transparent; border: none; margin: 0.4em; padding: 0px;&quot;&gt;
&lt;pre style=&quot;background-color: transparent; border-radius: 4px; border: none; color: #333333; font-size: inherit; line-height: inherit; padding: 0px; white-space: pre-wrap; word-break: break-all; word-wrap: break-word;&quot;&gt;&lt;span style=&quot;margin: 0px; padding: 0px;&quot;&gt;&lt;/span&gt;&lt;span class=&quot;c1&quot; style=&quot;color: #408080; font-style: italic; margin: 0px; padding: 0px;&quot;&gt;#total nu of null values in each column&lt;/span&gt;
&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;titanic&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;.&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;apply&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;k&quot; style=&quot;color: green; font-weight: bold; margin: 0px; padding: 0px;&quot;&gt;lambda&lt;/span&gt; &lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;x&lt;/span&gt; &lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;:&lt;/span&gt;&lt;span class=&quot;nb&quot; style=&quot;color: green; margin: 0px; padding: 0px;&quot;&gt;sum&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;x&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;.&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;isnull&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;()),&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;axis&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;mi&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;0&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;)&lt;/span&gt;
&lt;/pre&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class=&quot;output_wrapper&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: vertical; align-items: stretch; display: flex; flex-direction: column; margin: 0px; padding: 0px; position: relative;&quot;&gt;
&lt;div class=&quot;output&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: vertical; align-items: stretch; display: flex; flex-direction: column; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;output_area&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: horizontal; align-items: stretch; break-inside: avoid; display: flex; flex-direction: row; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;prompt output_prompt&quot; style=&quot;color: darkred; font-family: monospace; line-height: 1.21429em; margin: 0px; min-width: 11ex; padding: 0.4em; text-align: right;&quot;&gt;
Out[108]:&lt;/div&gt;
&lt;div class=&quot;output_text output_subarea output_execute_result&quot; style=&quot;-webkit-box-flex: 1; flex: 1 1 0%; line-height: 1.21429em; margin: 0px; padding: 0.4em 0.4em 0px;&quot;&gt;
&lt;pre style=&quot;background-color: transparent; border-radius: 0px; border: 0px; font-size: inherit; line-height: inherit; padding: 0px; vertical-align: baseline; white-space: pre-wrap; word-break: break-all; word-wrap: break-word;&quot;&gt;survived       0
pclass         0
sex            0
age            0
sibsp          0
parch          0
fare           0
embarked       2
class          0
who            0
adult_male     0
embark_town    2
alone          0
Sex_integer    0
child          0
parents        0
dtype: int64&lt;/pre&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class=&quot;cell border-box-sizing code_cell rendered&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: vertical; align-items: stretch; background-color: white; border: 1px solid transparent; box-sizing: border-box; display: flex; flex-direction: column; font-family: &amp;quot;Helvetica Neue&amp;quot;, Helvetica, Arial, sans-serif; font-size: 14px; margin: 0px; outline: none; padding: 5px 5px 5px 0px; text-align: start; width: 928px;&quot;&gt;
&lt;div class=&quot;input&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: horizontal; align-items: stretch; break-inside: avoid; display: flex; flex-direction: row; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;prompt input_prompt&quot; style=&quot;border-top: 1px solid transparent; color: navy; font-family: monospace; line-height: 1.21429em; margin: 0px; min-width: 11ex; padding: 0.4em; text-align: right;&quot;&gt;
In&amp;nbsp;[109]:&lt;/div&gt;
&lt;div class=&quot;inner_cell&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-flex: 1; -webkit-box-orient: vertical; align-items: stretch; display: flex; flex-direction: column; flex: 1 1 0%; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;input_area&quot; style=&quot;background: rgb(247, 247, 247); border-radius: 4px; border: 1px solid rgb(207, 207, 207); line-height: 1.21429em; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot; highlight hl-ipython3&quot; style=&quot;background: transparent; border: none; margin: 0.4em; padding: 0px;&quot;&gt;
&lt;pre style=&quot;background-color: transparent; border-radius: 4px; border: none; color: #333333; font-size: inherit; line-height: inherit; padding: 0px; white-space: pre-wrap; word-break: break-all; word-wrap: break-word;&quot;&gt;&lt;span style=&quot;margin: 0px; padding: 0px;&quot;&gt;&lt;/span&gt;&lt;span class=&quot;c1&quot; style=&quot;color: #408080; font-style: italic; margin: 0px; padding: 0px;&quot;&gt;#making a new variable for Gender&lt;/span&gt;
&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;titanic&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;[&lt;/span&gt;&lt;span class=&quot;s1&quot; style=&quot;color: #ba2121; margin: 0px; padding: 0px;&quot;&gt;&#39;Sex_integer&#39;&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;]&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;np&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;.&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;where&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;titanic&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;.&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;sex&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;==&lt;/span&gt;&lt;span class=&quot;s1&quot; style=&quot;color: #ba2121; margin: 0px; padding: 0px;&quot;&gt;&#39;male&#39;&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;mi&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;1&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;mi&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;0&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;)&lt;/span&gt;
&lt;/pre&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class=&quot;cell border-box-sizing code_cell rendered&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: vertical; align-items: stretch; background-color: white; border: 1px solid transparent; box-sizing: border-box; display: flex; flex-direction: column; font-family: &amp;quot;Helvetica Neue&amp;quot;, Helvetica, Arial, sans-serif; font-size: 14px; margin: 0px; outline: none; padding: 5px 5px 5px 0px; text-align: start; width: 928px;&quot;&gt;
&lt;div class=&quot;input&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: horizontal; align-items: stretch; break-inside: avoid; display: flex; flex-direction: row; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;prompt input_prompt&quot; style=&quot;border-top: 1px solid transparent; color: navy; font-family: monospace; line-height: 1.21429em; margin: 0px; min-width: 11ex; padding: 0.4em; text-align: right;&quot;&gt;
In&amp;nbsp;[110]:&lt;/div&gt;
&lt;div class=&quot;inner_cell&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-flex: 1; -webkit-box-orient: vertical; align-items: stretch; display: flex; flex-direction: column; flex: 1 1 0%; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;input_area&quot; style=&quot;background: rgb(247, 247, 247); border-radius: 4px; border: 1px solid rgb(207, 207, 207); line-height: 1.21429em; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot; highlight hl-ipython3&quot; style=&quot;background: transparent; border: none; margin: 0.4em; padding: 0px;&quot;&gt;
&lt;pre style=&quot;background-color: transparent; border-radius: 4px; border: none; color: #333333; font-size: inherit; line-height: inherit; padding: 0px; white-space: pre-wrap; word-break: break-all; word-wrap: break-word;&quot;&gt;&lt;span style=&quot;margin: 0px; padding: 0px;&quot;&gt;&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;titanic&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;.&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;head&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;()&lt;/span&gt;
&lt;/pre&gt;
&lt;/div&gt;
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&lt;/div&gt;
&lt;/div&gt;
&lt;div class=&quot;output_wrapper&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: vertical; align-items: stretch; display: flex; flex-direction: column; margin: 0px; padding: 0px; position: relative;&quot;&gt;
&lt;div class=&quot;output&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: vertical; align-items: stretch; display: flex; flex-direction: column; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;output_area&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: horizontal; align-items: stretch; break-inside: avoid; display: flex; flex-direction: row; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;prompt output_prompt&quot; style=&quot;color: darkred; font-family: monospace; line-height: 1.21429em; margin: 0px; min-width: 11ex; padding: 0.4em; text-align: right;&quot;&gt;
Out[110]:&lt;/div&gt;
&lt;div class=&quot;output_html rendered_html output_subarea output_execute_result&quot; style=&quot;-webkit-box-flex: 1; flex: 1 1 0%; margin: 0px; overflow: scroll hidden; padding: 0.4em 0.4em 0px;&quot;&gt;
&lt;div style=&quot;margin: 0px; padding: 0px;&quot;&gt;
&lt;table border=&quot;1&quot; class=&quot;dataframe&quot; style=&quot;background-color: transparent; border-collapse: collapse; border-spacing: 0px; border: 1px solid rgb(0, 0, 0); margin: 0px; max-width: 100%; padding: 0px;&quot;&gt;&lt;thead style=&quot;margin: 0px; padding: 0px;&quot;&gt;
&lt;tr style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 0px;&quot;&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;&lt;/th&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;survived&lt;/th&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;pclass&lt;/th&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;sex&lt;/th&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;age&lt;/th&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;sibsp&lt;/th&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;parch&lt;/th&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;fare&lt;/th&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;embarked&lt;/th&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;class&lt;/th&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;who&lt;/th&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;adult_male&lt;/th&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;embark_town&lt;/th&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;alone&lt;/th&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;Sex_integer&lt;/th&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;child&lt;/th&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;parents&lt;/th&gt;&lt;/tr&gt;
&lt;/thead&gt;&lt;tbody style=&quot;margin: 0px; padding: 0px;&quot;&gt;
&lt;tr style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 0px;&quot;&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;0&lt;/th&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;0&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;3&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;male&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;22&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;1&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;0&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;7.2500&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;S&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;Third&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;man&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;True&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;Southampton&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;False&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;1&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;0&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;0&lt;/td&gt;&lt;/tr&gt;
&lt;tr style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 0px;&quot;&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;1&lt;/th&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;1&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;1&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;female&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;38&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;1&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;0&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;71.2833&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;C&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;First&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;woman&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;False&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;Cherbourg&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;False&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;0&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;0&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;0&lt;/td&gt;&lt;/tr&gt;
&lt;tr style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 0px;&quot;&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;2&lt;/th&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;1&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;3&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;female&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;26&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;0&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;0&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;7.9250&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;S&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;Third&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;woman&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;False&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;Southampton&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;True&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;0&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;0&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;0&lt;/td&gt;&lt;/tr&gt;
&lt;tr style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 0px;&quot;&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;3&lt;/th&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;1&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;1&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;female&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;35&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;1&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;0&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;53.1000&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;S&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;First&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;woman&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;False&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;Southampton&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;False&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;0&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;0&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;0&lt;/td&gt;&lt;/tr&gt;
&lt;tr style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 0px;&quot;&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;4&lt;/th&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;0&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;3&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;male&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;35&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;0&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;0&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;8.0500&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;S&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;Third&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;man&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;True&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;Southampton&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;True&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;1&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;0&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;0&lt;/td&gt;&lt;/tr&gt;
&lt;/tbody&gt;&lt;/table&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class=&quot;cell border-box-sizing code_cell rendered&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: vertical; align-items: stretch; background-color: white; border: 1px solid transparent; box-sizing: border-box; display: flex; flex-direction: column; font-family: &amp;quot;Helvetica Neue&amp;quot;, Helvetica, Arial, sans-serif; font-size: 14px; margin: 0px; outline: none; padding: 5px 5px 5px 0px; text-align: start; width: 928px;&quot;&gt;
&lt;div class=&quot;input&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: horizontal; align-items: stretch; break-inside: avoid; display: flex; flex-direction: row; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;prompt input_prompt&quot; style=&quot;border-top: 1px solid transparent; color: navy; font-family: monospace; line-height: 1.21429em; margin: 0px; min-width: 11ex; padding: 0.4em; text-align: right;&quot;&gt;
In&amp;nbsp;[111]:&lt;/div&gt;
&lt;div class=&quot;inner_cell&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-flex: 1; -webkit-box-orient: vertical; align-items: stretch; display: flex; flex-direction: column; flex: 1 1 0%; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;input_area&quot; style=&quot;background: rgb(247, 247, 247); border-radius: 4px; border: 1px solid rgb(207, 207, 207); line-height: 1.21429em; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot; highlight hl-ipython3&quot; style=&quot;background: transparent; border: none; margin: 0.4em; padding: 0px;&quot;&gt;
&lt;pre style=&quot;background-color: transparent; border-radius: 4px; border: none; color: #333333; font-size: inherit; line-height: inherit; padding: 0px; white-space: pre-wrap; word-break: break-all; word-wrap: break-word;&quot;&gt;&lt;span style=&quot;margin: 0px; padding: 0px;&quot;&gt;&lt;/span&gt;&lt;span class=&quot;c1&quot; style=&quot;color: #408080; font-style: italic; margin: 0px; padding: 0px;&quot;&gt;# convert floats to integer&lt;/span&gt;
&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;titanic&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;[&lt;/span&gt;&lt;span class=&quot;s1&quot; style=&quot;color: #ba2121; margin: 0px; padding: 0px;&quot;&gt;&#39;age&#39;&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;]&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;titanic&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;[&lt;/span&gt;&lt;span class=&quot;s1&quot; style=&quot;color: #ba2121; margin: 0px; padding: 0px;&quot;&gt;&#39;age&#39;&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;]&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;.&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;astype&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;nb&quot; style=&quot;color: green; margin: 0px; padding: 0px;&quot;&gt;int&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;)&lt;/span&gt;
&lt;/pre&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class=&quot;cell border-box-sizing text_cell rendered&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: horizontal; align-items: stretch; background-color: white; border: 1px solid transparent; box-sizing: border-box; display: flex; flex-direction: row; font-family: &amp;quot;Helvetica Neue&amp;quot;, Helvetica, Arial, sans-serif; font-size: 14px; margin: 0px; outline: none; padding: 0px; text-align: start; width: 928px;&quot;&gt;
&lt;div class=&quot;prompt input_prompt&quot; style=&quot;border-top: 1px solid transparent; color: navy; font-family: monospace; line-height: 1.21429em; margin: 0px; min-width: 11ex; padding: 0.4em; text-align: right;&quot;&gt;
&lt;/div&gt;
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Observations&lt;a class=&quot;anchor-link&quot; href=&quot;https://render.githubusercontent.com/view/ipynb?commit=0dbc74a51d6a42122d75e5e0981b6ca67c10e54c&amp;amp;enc_url=68747470733a2f2f7261772e67697468756275736572636f6e74656e742e636f6d2f726f6861696c6b68616e2f746974616e69635f646174615f616e616c797369732f306462633734613531643661343231323264373565356530393831623663613637633130653534632f546974616e696325323044617461253230616e616c797369732e6970796e62&amp;amp;nwo=rohailkhan%2Ftitanic_data_analysis&amp;amp;path=Titanic+Data+analysis.ipynb&amp;amp;repository_id=103937004&amp;amp;repository_type=Repository#Observations&quot; style=&quot;color: #0088cc; margin: 0px; padding: 0px 20px; text-decoration-line: none; visibility: hidden;&quot;&gt;&lt;/a&gt;&lt;/h1&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class=&quot;cell border-box-sizing text_cell rendered&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: horizontal; align-items: stretch; background-color: white; border: 1px solid transparent; box-sizing: border-box; display: flex; flex-direction: row; font-family: &amp;quot;Helvetica Neue&amp;quot;, Helvetica, Arial, sans-serif; font-size: 14px; margin: 0px; outline: none; padding: 0px; text-align: start; width: 928px;&quot;&gt;
&lt;div class=&quot;prompt input_prompt&quot; style=&quot;border-top: 1px solid transparent; color: navy; font-family: monospace; line-height: 1.21429em; margin: 0px; min-width: 11ex; padding: 0.4em; text-align: right;&quot;&gt;
&lt;/div&gt;
&lt;div class=&quot;inner_cell&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-flex: 1; -webkit-box-orient: vertical; align-items: stretch; display: flex; flex-direction: column; flex: 1 1 0%; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;text_cell_render border-box-sizing rendered_html&quot; style=&quot;border-style: none; box-sizing: border-box; margin: 0px; outline: none; padding: 0.5em 0.5em 0.5em 0.4em; resize: none; width: inherit;&quot;&gt;
&lt;h2 style=&quot;color: inherit; font-family: inherit; font-size: 21.994px; line-height: 1; margin: 0.636em 0px 0px; padding: 0px; text-rendering: optimizeLegibility;&quot;&gt;
Total Number of male and female&lt;a class=&quot;anchor-link&quot; href=&quot;https://render.githubusercontent.com/view/ipynb?commit=0dbc74a51d6a42122d75e5e0981b6ca67c10e54c&amp;amp;enc_url=68747470733a2f2f7261772e67697468756275736572636f6e74656e742e636f6d2f726f6861696c6b68616e2f746974616e69635f646174615f616e616c797369732f306462633734613531643661343231323264373565356530393831623663613637633130653534632f546974616e696325323044617461253230616e616c797369732e6970796e62&amp;amp;nwo=rohailkhan%2Ftitanic_data_analysis&amp;amp;path=Titanic+Data+analysis.ipynb&amp;amp;repository_id=103937004&amp;amp;repository_type=Repository#Total-Number-of--male-and-female&quot; style=&quot;color: #0088cc; margin: 0px; padding: 0px 20px; text-decoration-line: none; visibility: hidden;&quot;&gt;&lt;/a&gt;&lt;/h2&gt;
&lt;/div&gt;
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&lt;div class=&quot;cell border-box-sizing code_cell rendered&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: vertical; align-items: stretch; background-color: white; border: 1px solid transparent; box-sizing: border-box; display: flex; flex-direction: column; font-family: &amp;quot;Helvetica Neue&amp;quot;, Helvetica, Arial, sans-serif; font-size: 14px; margin: 0px; outline: none; padding: 5px 5px 5px 0px; text-align: start; width: 928px;&quot;&gt;
&lt;div class=&quot;input&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: horizontal; align-items: stretch; break-inside: avoid; display: flex; flex-direction: row; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;prompt input_prompt&quot; style=&quot;border-top: 1px solid transparent; color: navy; font-family: monospace; line-height: 1.21429em; margin: 0px; min-width: 11ex; padding: 0.4em; text-align: right;&quot;&gt;
In&amp;nbsp;[112]:&lt;/div&gt;
&lt;div class=&quot;inner_cell&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-flex: 1; -webkit-box-orient: vertical; align-items: stretch; display: flex; flex-direction: column; flex: 1 1 0%; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;input_area&quot; style=&quot;background: rgb(247, 247, 247); border-radius: 4px; border: 1px solid rgb(207, 207, 207); line-height: 1.21429em; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot; highlight hl-ipython3&quot; style=&quot;background: transparent; border: none; margin: 0.4em; padding: 0px;&quot;&gt;
&lt;pre style=&quot;background-color: transparent; border-radius: 4px; border: none; color: #333333; font-size: inherit; line-height: inherit; padding: 0px; white-space: pre-wrap; word-break: break-all; word-wrap: break-word;&quot;&gt;&lt;span style=&quot;margin: 0px; padding: 0px;&quot;&gt;&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;titanic&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;[&lt;/span&gt;&lt;span class=&quot;s1&quot; style=&quot;color: #ba2121; margin: 0px; padding: 0px;&quot;&gt;&#39;sex&#39;&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;]&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;.&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;value_counts&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;()&lt;/span&gt;
&lt;/pre&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class=&quot;output_wrapper&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: vertical; align-items: stretch; display: flex; flex-direction: column; margin: 0px; padding: 0px; position: relative;&quot;&gt;
&lt;div class=&quot;output&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: vertical; align-items: stretch; display: flex; flex-direction: column; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;output_area&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: horizontal; align-items: stretch; break-inside: avoid; display: flex; flex-direction: row; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;prompt output_prompt&quot; style=&quot;color: darkred; font-family: monospace; line-height: 1.21429em; margin: 0px; min-width: 11ex; padding: 0.4em; text-align: right;&quot;&gt;
Out[112]:&lt;/div&gt;
&lt;div class=&quot;output_text output_subarea output_execute_result&quot; style=&quot;-webkit-box-flex: 1; flex: 1 1 0%; line-height: 1.21429em; margin: 0px; padding: 0.4em 0.4em 0px;&quot;&gt;
&lt;pre style=&quot;background-color: transparent; border-radius: 0px; border: 0px; font-size: inherit; line-height: inherit; padding: 0px; vertical-align: baseline; white-space: pre-wrap; word-break: break-all; word-wrap: break-word;&quot;&gt;male      577
female    314
Name: sex, dtype: int64&lt;/pre&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class=&quot;cell border-box-sizing code_cell rendered&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: vertical; align-items: stretch; background-color: white; border: 1px solid transparent; box-sizing: border-box; display: flex; flex-direction: column; font-family: &amp;quot;Helvetica Neue&amp;quot;, Helvetica, Arial, sans-serif; font-size: 14px; margin: 0px; outline: none; padding: 5px 5px 5px 0px; text-align: start; width: 928px;&quot;&gt;
&lt;div class=&quot;input&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: horizontal; align-items: stretch; break-inside: avoid; display: flex; flex-direction: row; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;prompt input_prompt&quot; style=&quot;border-top: 1px solid transparent; color: navy; font-family: monospace; line-height: 1.21429em; margin: 0px; min-width: 11ex; padding: 0.4em; text-align: right;&quot;&gt;
In&amp;nbsp;[113]:&lt;/div&gt;
&lt;div class=&quot;inner_cell&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-flex: 1; -webkit-box-orient: vertical; align-items: stretch; display: flex; flex-direction: column; flex: 1 1 0%; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;input_area&quot; style=&quot;background: rgb(247, 247, 247); border-radius: 4px; border: 1px solid rgb(207, 207, 207); line-height: 1.21429em; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot; highlight hl-ipython3&quot; style=&quot;background: transparent; border: none; margin: 0.4em; padding: 0px;&quot;&gt;
&lt;pre style=&quot;background-color: transparent; border-radius: 4px; border: none; color: #333333; font-size: inherit; line-height: inherit; padding: 0px; white-space: pre-wrap; word-break: break-all; word-wrap: break-word;&quot;&gt;&lt;span style=&quot;margin: 0px; padding: 0px;&quot;&gt;&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;sns&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;.&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;countplot&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;x&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;titanic&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;[&lt;/span&gt;&lt;span class=&quot;s1&quot; style=&quot;color: #ba2121; margin: 0px; padding: 0px;&quot;&gt;&#39;sex&#39;&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;],&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;data&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;titanic&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;)&lt;/span&gt;
&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;plt&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;.&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;xlabel&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;s1&quot; style=&quot;color: #ba2121; margin: 0px; padding: 0px;&quot;&gt;&#39;Gender&#39;&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;)&lt;/span&gt;
&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;plt&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;.&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;title&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;s1&quot; style=&quot;color: #ba2121; margin: 0px; padding: 0px;&quot;&gt;&#39;Male and Female Passengers&#39;&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;)&lt;/span&gt;
&lt;/pre&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
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Out[113]:&lt;/div&gt;
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&lt;pre style=&quot;background-color: transparent; border-radius: 0px; border: 0px; font-size: inherit; line-height: inherit; padding: 0px; vertical-align: baseline; white-space: pre-wrap; word-break: break-all; word-wrap: break-word;&quot;&gt;&amp;lt;matplotlib.text.Text at 0xe7ae5f8&amp;gt;&lt;/pre&gt;
&lt;/div&gt;
&lt;/div&gt;
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&lt;div class=&quot;prompt&quot; style=&quot;font-family: monospace; line-height: 1.21429em; margin: 0px; min-width: 11ex; padding: 0px 0.4em; text-align: right;&quot;&gt;
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HxReC/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%0A&quot; 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&lt;h2 style=&quot;color: inherit; font-family: inherit; font-size: 21.994px; line-height: 1; margin: 0.636em 0px 0px; padding: 0px; text-rendering: optimizeLegibility;&quot;&gt;
No of adult male,adult female and children&lt;a class=&quot;anchor-link&quot; href=&quot;https://render.githubusercontent.com/view/ipynb?commit=0dbc74a51d6a42122d75e5e0981b6ca67c10e54c&amp;amp;enc_url=68747470733a2f2f7261772e67697468756275736572636f6e74656e742e636f6d2f726f6861696c6b68616e2f746974616e69635f646174615f616e616c797369732f306462633734613531643661343231323264373565356530393831623663613637633130653534632f546974616e696325323044617461253230616e616c797369732e6970796e62&amp;amp;nwo=rohailkhan%2Ftitanic_data_analysis&amp;amp;path=Titanic+Data+analysis.ipynb&amp;amp;repository_id=103937004&amp;amp;repository_type=Repository#No-of-adult-male,adult-female-and-children&quot; style=&quot;color: #0088cc; margin: 0px; padding: 0px 20px; text-decoration-line: none; visibility: hidden;&quot;&gt;&lt;/a&gt;&lt;/h2&gt;
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&lt;div class=&quot;prompt input_prompt&quot; style=&quot;border-top: 1px solid transparent; color: navy; font-family: monospace; line-height: 1.21429em; margin: 0px; min-width: 11ex; padding: 0.4em; text-align: right;&quot;&gt;
In&amp;nbsp;[114]:&lt;/div&gt;
&lt;div class=&quot;inner_cell&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-flex: 1; -webkit-box-orient: vertical; align-items: stretch; display: flex; flex-direction: column; flex: 1 1 0%; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;input_area&quot; style=&quot;background: rgb(247, 247, 247); border-radius: 4px; border: 1px solid rgb(207, 207, 207); line-height: 1.21429em; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot; highlight hl-ipython3&quot; style=&quot;background: transparent; border: none; margin: 0.4em; padding: 0px;&quot;&gt;
&lt;pre style=&quot;background-color: transparent; border-radius: 4px; border: none; color: #333333; font-size: inherit; line-height: inherit; padding: 0px; white-space: pre-wrap; word-break: break-all; word-wrap: break-word;&quot;&gt;&lt;span style=&quot;margin: 0px; padding: 0px;&quot;&gt;&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;titanic_gender_pivot&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;titanic&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;.&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;pivot_table&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;s1&quot; style=&quot;color: #ba2121; margin: 0px; padding: 0px;&quot;&gt;&#39;sex&#39;&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;,&lt;/span&gt; &lt;span class=&quot;s1&quot; style=&quot;color: #ba2121; margin: 0px; padding: 0px;&quot;&gt;&#39;who&#39;&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;aggfunc&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;s1&quot; style=&quot;color: #ba2121; margin: 0px; padding: 0px;&quot;&gt;&#39;count&#39;&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;)&lt;/span&gt;
&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;titanic_gender_pivot&lt;/span&gt;
&lt;/pre&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class=&quot;output_wrapper&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: vertical; align-items: stretch; display: flex; flex-direction: column; margin: 0px; padding: 0px; position: relative;&quot;&gt;
&lt;div class=&quot;output&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: vertical; align-items: stretch; display: flex; flex-direction: column; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;output_area&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: horizontal; align-items: stretch; break-inside: avoid; display: flex; flex-direction: row; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;prompt output_prompt&quot; style=&quot;color: darkred; font-family: monospace; line-height: 1.21429em; margin: 0px; min-width: 11ex; padding: 0.4em; text-align: right;&quot;&gt;
Out[114]:&lt;/div&gt;
&lt;div class=&quot;output_html rendered_html output_subarea output_execute_result&quot; style=&quot;-webkit-box-flex: 1; flex: 1 1 0%; margin: 0px; overflow: scroll hidden; padding: 0.4em 0.4em 0px;&quot;&gt;
&lt;div style=&quot;margin: 0px; padding: 0px;&quot;&gt;
&lt;table border=&quot;1&quot; class=&quot;dataframe&quot; style=&quot;background-color: transparent; border-collapse: collapse; border-spacing: 0px; border: 1px solid rgb(0, 0, 0); margin: 0px; max-width: 100%; padding: 0px;&quot;&gt;&lt;thead style=&quot;margin: 0px; padding: 0px;&quot;&gt;
&lt;tr style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 0px;&quot;&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;&lt;/th&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;sex&lt;/th&gt;&lt;/tr&gt;
&lt;tr style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 0px;&quot;&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;who&lt;/th&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;&lt;/th&gt;&lt;/tr&gt;
&lt;/thead&gt;&lt;tbody style=&quot;margin: 0px; padding: 0px;&quot;&gt;
&lt;tr style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 0px;&quot;&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;child&lt;/th&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;83&lt;/td&gt;&lt;/tr&gt;
&lt;tr style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 0px;&quot;&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;man&lt;/th&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;537&lt;/td&gt;&lt;/tr&gt;
&lt;tr style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 0px;&quot;&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;woman&lt;/th&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;271&lt;/td&gt;&lt;/tr&gt;
&lt;/tbody&gt;&lt;/table&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class=&quot;cell border-box-sizing code_cell rendered&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: vertical; align-items: stretch; background-color: white; border: 1px solid transparent; box-sizing: border-box; display: flex; flex-direction: column; font-family: &amp;quot;Helvetica Neue&amp;quot;, Helvetica, Arial, sans-serif; font-size: 14px; margin: 0px; outline: none; padding: 5px 5px 5px 0px; text-align: start; width: 928px;&quot;&gt;
&lt;div class=&quot;input&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: horizontal; align-items: stretch; break-inside: avoid; display: flex; flex-direction: row; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;prompt input_prompt&quot; style=&quot;border-top: 1px solid transparent; color: navy; font-family: monospace; line-height: 1.21429em; margin: 0px; min-width: 11ex; padding: 0.4em; text-align: right;&quot;&gt;
In&amp;nbsp;[115]:&lt;/div&gt;
&lt;div class=&quot;inner_cell&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-flex: 1; -webkit-box-orient: vertical; align-items: stretch; display: flex; flex-direction: column; flex: 1 1 0%; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;input_area&quot; style=&quot;background: rgb(247, 247, 247); border-radius: 4px; border: 1px solid rgb(207, 207, 207); line-height: 1.21429em; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot; highlight hl-ipython3&quot; style=&quot;background: transparent; border: none; margin: 0.4em; padding: 0px;&quot;&gt;
&lt;pre style=&quot;background-color: transparent; border-radius: 4px; border: none; color: #333333; font-size: inherit; line-height: inherit; padding: 0px; white-space: pre-wrap; word-break: break-all; word-wrap: break-word;&quot;&gt;&lt;span style=&quot;margin: 0px; padding: 0px;&quot;&gt;&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;titanic_gender_pivot&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;.&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;plot&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;kind&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;s1&quot; style=&quot;color: #ba2121; margin: 0px; padding: 0px;&quot;&gt;&#39;bar&#39;&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;figsize&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;mi&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;15&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;mi&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;10&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;))&lt;/span&gt;
&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;plt&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;.&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;ylabel&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;s1&quot; style=&quot;color: #ba2121; margin: 0px; padding: 0px;&quot;&gt;&#39;Number of persons&#39;&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;)&lt;/span&gt;
&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;plt&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;.&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;xlabel&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;s1&quot; style=&quot;color: #ba2121; margin: 0px; padding: 0px;&quot;&gt;&#39;Child or Man or Woman&#39;&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;)&lt;/span&gt;
&lt;/pre&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class=&quot;output_wrapper&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: vertical; align-items: stretch; display: flex; flex-direction: column; margin: 0px; padding: 0px; position: relative;&quot;&gt;
&lt;div class=&quot;output&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: vertical; align-items: stretch; display: flex; flex-direction: column; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;output_area&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: horizontal; align-items: stretch; break-inside: avoid; display: flex; flex-direction: row; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;prompt output_prompt&quot; style=&quot;color: darkred; font-family: monospace; line-height: 1.21429em; margin: 0px; min-width: 11ex; padding: 0.4em; text-align: right;&quot;&gt;
Out[115]:&lt;/div&gt;
&lt;div class=&quot;output_text output_subarea output_execute_result&quot; style=&quot;-webkit-box-flex: 1; flex: 1 1 0%; line-height: 1.21429em; margin: 0px; padding: 0.4em 0.4em 0px;&quot;&gt;
&lt;pre style=&quot;background-color: transparent; border-radius: 0px; border: 0px; font-size: inherit; line-height: inherit; padding: 0px; vertical-align: baseline; white-space: pre-wrap; word-break: break-all; word-wrap: break-word;&quot;&gt;&amp;lt;matplotlib.text.Text at 0xe7912b0&amp;gt;&lt;/pre&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class=&quot;output_area&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: horizontal; align-items: stretch; break-inside: avoid; display: flex; flex-direction: row; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;prompt&quot; style=&quot;font-family: monospace; line-height: 1.21429em; margin: 0px; min-width: 11ex; padding: 0px 0.4em; text-align: right;&quot;&gt;
&lt;/div&gt;
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rqg1X1%0A2en7wavec1pVXV1VV1XV8bfvtwQAAMBtreUm70fezs++MckTuvs709VC/7aq3p/kmUnO6+7XVdWp%0ASU5N8sqqOjrJSUmOSXLvrOxxvH9333I7f30AAAAma7nJ+92q6tVVdcb0+KiqOnF375vODfzO9HD/%0A6auTPD3JmdP6mVm5hUSm9bd1943d/fkkVyd5xB79bgAAANihtRz2+SdJvp/kUdPja5L8+7V8eFXt%0AW1WfTHJdkg9294VJDu3ua6eXfCXJodP24Um+tOrtW6e1237mC6tqS1Vt2bZt21rGAAAAGN5a4u9+%0A3f07SW5Kku7+bpJay4d39y3d/dAkG5M8oqqOvc3znT28YXx3n9Hdm7t784YNG/bkrQAAAMNaS/x9%0Av6ruminSqup+WTmfb826+xtJPpzkyUm+WlWHTZ91WFb2CiYrexSPWPW2jdMaAAAAd9Ba4u+1ST6Q%0A5IiqemuS83Kbe//tSFVtqKp7TNt3TfKkJJ9Jck6Sk6eXnZzk7Gn7nCQnVdVdqurIJEcluWgPfi8A%0AAADsxFqu9vnBqrokySOzcrjnKd39D2v47MOSnFlV+2YlMs/q7vdW1ceSnFVVL0jyxSTPnn6dy6vq%0ArCRXJLk5yYtc6RMAAGA2dht/k8cmeUxWDv3cP8m7d/eG7v50koftYP36JE/cyXtOT3L6GmcCAABg%0AjdZyq4c3JfmVJJcmuSzJL1fVf573YAAAAMzOWvb8PSHJA6crc6aqzkxy+VynAgAAYKbWcsGXq5Pc%0AZ9XjI6Y1AAAA1om17Pk7KMmVVXVRVs75e0SSLVV1TpJ099PmOB8AAAAzsJb4+425TwEAAMBcreVW%0ADx/ZG4MAAAAwP2s55w8AAIB1TvwBAAAMYKfxV1XnTd9fv/fGAQAAYB52dc7fYVX1qCRPq6q3JanV%0AT3b3JXOdDAAAgJnZVfz9RpLXJNmY5A23ea6zcvN3AAAA1oGdxl93vzPJO6vqNd39W3txJgAAAGZs%0ALbd6+K2qelqSn52Wzu/u9853LAAAAGZpt1f7rKrfTnJKkiumr1Oq6j/MezAAAABmZ7d7/pKckOSh%0A3X1rklTVmUk+keTX5zkYAAAAs7PW+/zdY9X2j81jEAAAAOZnLXv+fjvJJ6rqw1m53cPPJjl1rlMB%0AAAAwU2u54MtfVNX5SY6bll7Z3V+Z61QAAADM1Fr2/KW7r01yzpxnAQAAYE7Wes4fAAAA65j4AwAA%0AGMAu46+q9q2qz+ytYQAAAJiPXZ7z1923VNVVVXWf7v77vTUUAABj2HTq+xY9AuvIF153wqJHWNfW%0AcsGXg5NcXlUXJblh+2J3P21uUwEAADBTa4m/18x9CgAAAOZqLff5+0hV3TfJUd3911V1tyT7zn80%0AAAAAZmW3V/usql9K8s4k/2VaOjzJe+Y5FAAAALO1lls9vCjJo5N8K0m6+7NJfnyeQwEAADBba4m/%0AG7v7+9sfVNV+SXp+IwEAADBra4m/j1TVrye5a1U9Kck7kvzVfMcCAABgltYSf6cm2Zbk0iS/nOTc%0AJK+e51AAAADM1lqu9nlrVZ2Z5MKsHO55VXc77BMAAGAd2W38VdUJSf4gyf9KUkmOrKpf7u73z3s4%0AAAAAZmMtN3n/3SSP7+6rk6Sq7pfkfUnEHwAAwDqxlnP+vr09/CafS/LtOc0DAADAHOx0z19VPXPa%0A3FJV5yY5Kyvn/D0rycf3wmwAAADMyK4O+3zqqu2vJnnstL0tyV3nNhEAAAAzt9P46+7n781BAAAA%0AmJ+1XO3zyCQvSbJp9eu7+2nzGwsAAIBZWsvVPt+T5I+T/FWSW+c7DgAAAPOwlvj7Xnf/3twnAQAA%0AYG7WEn//qapem+S/J7lx+2J3XzK3qQAAAJiptcTfg5I8L8kT8o+Hffb0GAAAgHVgLfH3rCQ/2d3f%0An/cwAAAAzMc+a3jNZUnuMe9BAAAAmJ+17Pm7R5LPVNXH88Pn/LnVAwAAwDqxlvh77dynAAAAYK52%0AG3/d/ZG9MQgAAADzs9v4q6pvZ+XqnklyQJL9k9zQ3T86z8EAAACYnbXs+Tto+3ZVVZKnJ3nkPIcC%0AAABgttZytc8f6BXvSXL8nOYBAABgDtZy2OczVz3cJ8nmJN+b20QAAADM3Fqu9vnUVds3J/lCVg79%0ABAAAYJ1Yyzl/z98bgwAAADA/O42/qvqNXbyvu/u35jAPAAAAc7CrPX837GDt7klekOSeScQfAADA%0AOrHT+Ovu392+XVUHJTklyfOTvC3J7+7sfQAAANz57PKcv6o6JMmvJvmFJGcm+enu/vreGAwAAIDZ%0A2dU5f/8xyTOTnJHkQd39nb02FQAAADO1q5u8vzzJvZO8OsmXq+pb09e3q+pbe2c8AAAAZmFX5/zt%0AKgwBAABYRwQeAADAAMQfAADAAMQfAADAAMQfAADAAMQfAADAAMQfAADAAMQfAADAAMQfAADAAMQf%0AAADAAMQfAADAAMQfAADAAMQfAADAAMQfAADAAMQfAADAAMQfAADAAMQfAADAAMQfAADAAMQfAADA%0AAMQfAADAAMQfAADAAMQfAADAAMQfAADAAMQfAADAAMQfAADAAMQfAADAAMQfAADAAOYWf1V1RFV9%0AuKquqKrLq+qUaf2QqvpgVX12+n7wqvecVlVXV9VVVXX8vGYDAAAYzTz3/N2c5OXdfXSSRyZ5UVUd%0AneTUJOd191FJzpseZ3rupCTHJHlykjdV1b5znA8AAGAYc4u/7r62uy+Ztr+d5Mokhyd5epIzp5ed%0AmeQZ0/bTk7ytu2/s7s8nuTrJI+Y1HwAAwEj2yjl/VbUpycOSXJjk0O6+dnrqK0kOnbYPT/KlVW/b%0AOq0BAABwB809/qrqR5L8ZZKXdfe3Vj/X3Z2k9/DzXlhVW6pqy7Zt22Y4KQAAwPKaa/xV1f5ZCb+3%0Adve7puWvVtVh0/OHJbluWr8myRGr3r5xWvsh3X1Gd2/u7s0bNmyY3/AAAABLZJ5X+6wkf5zkyu5+%0Aw6qnzkly8rR9cpKzV62fVFV3qaojkxyV5KJ5zQcAADCS/eb42Y9O8rwkl1bVJ6e1X0/yuiRnVdUL%0AknwxybOTpLsvr6qzklyRlSuFvqi7b5njfAAAAMOYW/x1998mqZ08/cSdvOf0JKfPayYAAIBR7ZWr%0AfQIAALBY4g8AAGAA4g8AAGAA4g8AAGAA4g8AAGAA4g8AAGAA4g8AAGAA4g8AAGAA4g8AAGAA4g8A%0AAGAA4g8AAGAA4g8AAGAA4g8AAGAA4g8AAGAA4g8AAGAA4g8AAGAA4g8AAGAA4g8AAGAA4g8AAGAA%0A4g8AAGAA4g8AAGAA4g8AAGAA4g8AAGAA4g8AAGAA4g8AAGAA4g8AAGAA4g8AAGAA4g8AAGAA4g8A%0AAGAA4g8AAGAA4g8AAGAA4g8AAGAA4g8AAGAA4g8AAGAA4g8AAGAA4g8AAGAA4g8AAGAA4g8AAGAA%0A4g8AAGAA4g8AAGAA4g8AAGAA4g8AAGAA4g8AAGAA4g8AAGAA4g8AAGAA4g8AAGAA4g8AAGAA4g8A%0AAGAA4g8AAGAA4g8AAGAA4g8AAGAA4g8AAGAA4g8AAGAA4g8AAGAA4g8AAGAA4g8AAGAA4g8AAGAA%0A4g8AAGAA4g8AAGAA4g8AAGAA4g8AAGAA4g8AAGAA4g8AAGAA4g8AAGAA4g8AAGAA4g8AAGAA4g8A%0AAGAA4g8AAGAA4g8AAGAA4g8AAGAA4g8AAGAA4g8AAGAA4g8AAGAA4g8AAGAA4g8AAGAA4g8AAGAA%0A4g8AAGAA4g8AAGAA4g8AAGAA4g8AAGAA4g8AAGAA4g8AAGAA4g8AAGAA4g8AAGAA4g8AAGAA4g8A%0AAGAA4g8AAGAA4g8AAGAAc4u/qnpzVV1XVZetWjukqj5YVZ+dvh+86rnTqurqqrqqqo6f11wAAAAj%0Amueev7ckefJt1k5Ncl53H5XkvOlxquroJCclOWZ6z5uqat85zgYAADCUucVfd1+Q5Gu3WX56kjOn%0A7TOTPGPV+tu6+8bu/nySq5M8Yl6zAQAAjGZvn/N3aHdfO21/Jcmh0/bhSb606nVbp7V/oqpeWFVb%0AqmrLtm3b5jcpAADAElnYBV+6u5P07XjfGd29ubs3b9iwYQ6TAQAALJ+9HX9frarDkmT6ft20fk2S%0AI1a9buO0BgAAwAzs7fg7J8nJ0/bJSc5etX5SVd2lqo5MclSSi/bybAAAAEtrv3l9cFX9RZLHJblX%0AVW1N8tokr0tyVlW9IMkXkzw7Sbr78qo6K8kVSW5O8qLuvmVeswEAAIxmbvHX3c/ZyVNP3MnrT09y%0A+rzmAQAAGNnCLvgCAADA3iP+AAAABiD+AAAABiD+AAAABiD+AAAABiD+AAAABiD+AAAABiD+AAAA%0ABiD+AAAABiD+AAAABiD+AAAABrDfogdg9jad+r5Fj8A68oXXnbDoEQAA2Avs+QMAABiA+AMAABiA%0A+AMAABiA+AMAABiA+AMAABiA+AMAABiA+AMAABiA+AMAABiA+AMAABiA+AMAABiA+AMAABiA+AMA%0AABiA+AMAABiA+AMAABiA+AMAABiA+AMAABiA+AMAABiA+AMAABiA+AMAABiA+AMAABiA+AMAABiA%0A+AMAABiA+AMAABiA+AMAABiA+AMAABiA+AMAABiA+AMAABiA+AMAABiA+AMAABiA+AMAABiA+AMA%0AABiA+AMAABiA+AMAABiA+AMAABiA+AMAABiA+AMAABiA+AMAABiA+AMAABiA+AMAABiA+AMAABiA%0A+AMAABiA+AMAABiA+AMAABiA+AMAABiA+AMAABiA+AMAABiA+AMAABiA+AMAABiA+AMAABiA+AMA%0AABiA+AMAABiA+AMAABiA+AMAABiA+AMAABiA+AMAABiA+AMAABiA+AMAABiA+AMAABiA+AMAABiA%0A+AMAABiA+AMAABiA+AMAABiA+AMAABiA+AMAABiA+AMAABiA+AMAABiA+AMAABiA+AMAABiA+AMA%0AABiA+AMAABiA+AMAABiA+AMAABiA+AMAABiA+AMAABiA+AMAABjAnS7+qurJVXVVVV1dVacueh4A%0AAIBlcKeKv6raN8l/TvKUJEcneU5VHb3YqQAAANa/O1X8JXlEkqu7+3Pd/f0kb0vy9AXPBAAAsO7d%0A2eLv8CRfWvV467QGAADAHbDfogfYU1X1wiQvnB5+p6quWuQ8rCv3SvIPix7izqZev+gJYN3zs2UH%0A/GyBO8zPlh3ws2WH7rvWF97Z4u+aJEeserxxWvuB7j4jyRl7cyiWQ1Vt6e7Ni54DWC5+tgDz4GcL%0A83BnO+zz40mOqqojq+qAJCclOWfBMwEAAKx7d6o9f919c1W9OMl/S7Jvkjd39+ULHgsAAGDdu1PF%0AX5J097lJzl30HCwlhwsD8+BnCzAPfrYwc9Xdi54BAACAObuznfMHAADAHIg/AACAAYg/AACAAdzp%0ALvgCd1RVHbKr57v7a3trFmB5VdXhWbmx7g/+v7S7L1jcRACwa+KPZXRxkk5SSe6T5OvT9j2S/H2S%0AIxc3GrAMqur1SX4+yRVJbpmWO4n4A263qnpUkk354X9U+q8LG4ilI/5YOt19ZJJU1R8mefd0+5BU%0A1VOSPGORswFL4xlJHtDdNy56EGA5VNWfJrlfkk/mh/9RSfwxM271wNKqqku7+0G7WwPYU1X1/iTP%0A6u7vLHoWYDlU1ZVJjm7/cc4c2fPHMvtyVb06yZ9Nj38hyZcXOA+wPL6b5JNVdV6SH+z96+6XLm4k%0AYJ27LMlPJLl20YOwvMQfy+w5SV6b5N3T4wumNYA76pzpC2BW7pXkiqq6KD/8j0pPW9xILBuHfQIA%0AwIJV1WN3tN7dH9nbs7C8xB9Lp6r+KisnSO+Qf0ED7qiqOirJbyc5OsmB29e7+ycXNhQA7IbDPllG%0A//eiBwCW3p9k5bDy/yfJ45M8P8k+C50IWNeq6pFJ3pjkgUkOSLJvkhu6+0cXOhhLxZ4/ANhDVXVx%0Adz989RWEt68tejZgfaqqLUlOSvKOJJuT/GKS+3f3aQsdjKVizx9Lp6rO6u5nV9Wl2cHhn9394AWM%0ABSyXG6tqnySfraoXJ7kmyY8seCZgnevuq6tq3+6+JcmfVNUnkog/Zkb8sYxOmb6fuNApgGV2SpK7%0AJXlpkt/KyqGfv7jQiYD17rtVdUBWbiPzO1m55YPDyZkph30CwB6qqs1JXpXkvkn2n5bbkQXA7VVV%0A901yXVZ+pvzbJD+W5E3dffVCB2OpiD+WVlU9M8nrk/x4kpq+2onTwB1VVVcleUWSS5Pcun29u7+4%0AsKEAYDfXzxbCAAAHl0lEQVTEH0urqq5O8tTuvnLRswDLpar+trsfs+g5gOVRVSdm5TDy+2bl1Cz/%0AaM3MiT+WVlX9XXc/etFzAMunqp6Y5DlJzkty4/b17n7XwoYC1rXpH62fmeTS9h/ozIkLvrB0psM9%0Ak2RLVb09yXviP86A2Xp+kp/Kyrk52w/77CR+vgC315eSXCb8mCd7/lg6VfUn02Zn5ZCJ1bq7//Ve%0AHglYMlV1VXc/YNFzAMujqo7LymGfH8kP/6P1GxY2FEvHnj+WTnc/P0mq6swkp3T3N6bHByf53UXO%0ABiyNj1bV0d19xaIHAZbG6Um+k+TAJAcseBaWlPhjmT14e/glSXd/vaoetsiBgKXxyKzci+vzWfkX%0A+u0XZnCrB+D2und3H7voIVhu4o9ltk9VHdzdX0+Sqjok/jcPzMaTFz0AsHTOrap/0d3/fdGDsLyc%0A88fSqqpfTPLrSd4xLT0ryend/aeLmwoA4J+qqm8nuXuS7ye5aVp2qwdmSvyx1Krq6CRPmB5+yPk5%0AAACMSvwBAMCdQFU9LcnPTg/P7+73LnIelo/4AwCABauq1yU5Lslbp6XnJNnS3actbiqWjfgDAIAF%0Aq6pPJ3lod986Pd43ySdcRZhZ2mfRAwAAAEmSe6za/rGFTcHSctl7AABYvP+Q5JKqOj8r9w792SSn%0ALnQilo7DPgEAYMGq6s+S/M8kX0/yhSQf7+6vLHQolo74AwCABauqxyf5menrfkk+keSC7v5PCx2M%0ApSL+AADgTmC6yMtxSR6f5FeS/H/d/VOLnYpl4pw/AABYsKo6L8ndk3wsyd8kOa67r1vsVCwbV/sE%0AAIDF+3SS7yc5NsmDkxxbVXdd7EgsG4d9AgDAnURVHZTk/0jya0l+orvvstiJWCYO+wQAgAWrqhdn%0A5WIvD8/K1T7fnJXDP2FmxB8AACzegUnekOTi7r550cOwnBz2CQAAMAAXfAEAABiA+AMAABiA+ANg%0ALqrqJ6rqbVX1v6rq4qo6t6ruX1WPq6r37uQ9f1RVR0/bX6iqe+3gNf9nVf3ajGZ8XFV1Vf2bVWsP%0AndZm8mvcjpmeXlXvWfX4tKq6etXjp1bVOYuYDYD1TfwBMHNVVUneneT87r5fdz88yWlJDt3V+7r7%0A33T3FXOca0cXOrssybNXPX5Okk/Na4bbqhWr///4o0keuerxP0vyrar68enxo6bXAMAeEX8AzMPj%0Ak9zU3X+wfaG7P9Xd2y9b/iNV9c6q+kxVvXWKxVTV+VW1+bYfVlWvqqr/WVV/m+QBO/oFq2pTVX2o%0Aqj5dVedV1X2m9bdU1R9U1YVJfmcHb/1ikgOr6tBpjicnef+qz/2lqvp4VX2qqv6yqu626nN/r6o+%0AWlWfq6qf28lcv1pVl01fL1s161VV9V+zEp9HrPpz2paV2PvfpqXDk/xlVqIv0/e/mz7nOVV16fTZ%0Ar1/1a36nqv5jVV1eVX9dVY+Y/mw/V1VPWzXD31TVJdPXo6b1x02v/Sd/PwCsb+IPgHk4NsnFu3j+%0AYUleluToJD+Z5NE7e2FVPTzJSUkemuRfJjluJy99Y5Izu/vBSd6a5PdWPbcxyaO6+1d38t53JnlW%0AVsLqkiQ3rnruXd19XHc/JMmVSV6w6rnDkjwmyYlJXreT2Z+f5H/Pyt68X6qqh01PH5XkTd19THd/%0A8TZv/bskj6qqByT5bJL/MT3eL8lDkny8qu6d5PVJnpCVP5vjquoZ0/vvnuRD3X1Mkm8n+fdJnpTk%0AXyX5v6bXXJfkSd3900l+/jZ/Xmv++wFg/RB/ACzCRd29tbtvTfLJJJt28dqfSfLu7v5ud38ryc7O%0Ad/tnSf582v7TrETZdu/o7lt28WuclZX4e06Sv7jNc8dOe8guTfILSY5Z9dx7uvvW6VDVHR3S+php%0A9hu6+ztJ3jX9fpLki939P3Yyz0ezEqKPSvKxJBdlJSAfluQz3f29rETw+d29bbon2FuT/Oz0/u8n%0A+cC0fWmSj3T3TdP2pml9/yR/OP2+3pGV0NtuT/5+AFgnxB8A83B5kofv4vnVe9ZuSbKjc/Fm6YZd%0APdndX0lyU1b2jp13m6ffkuTF3f2gJL+ZlRsxb7f697Gnh0buaqa/y6r46+5vT7/u47K28/1u6n+8%0Ake+t2+ecYm77n/W/TfLVrOxJ3JzkgFXv39t/PwDsBeIPgHn4UJK7VNULty9U1YOr6md28Z6duSDJ%0AM6rqrlV1UJKn7uR1H83K4aHJyh66v9nJ63bmN5K8cgd7CA9Kcm1V7T997p74m6zMfrequntWDrtc%0Ay1xXJrl3VvYcfmJa+2SSX8l0vl9W9gY+tqruVVX7ZmWv5Uf2YLYfS3LtFITPS7LvHrwXgHVI/AEw%0Ac9Nep3+V5J9Pt3q4PMlvJ/nK7fisS5K8PStX4Hx/ko/v5KUvSfL8qvp0VmLmlD38dT7a3e/ZwVOv%0ASXJhVqLrM3v4mZdkZc/hRdNn/FF3f2KXb8oP/vwuTHL9dLhmsnL4509m2vPX3dcmOTXJh7PyZ3Nx%0Ad5+9B+O9KcnJVfWpJD+V3ewdBWD9q388KgQAAIBlZc8fAADAAMQfAADAAMQfAADAAMQfAADAAMQf%0AAADAAMQfAADAAMQfAADAAP5/pdwS4vNKeNgAAAAASUVORK5CYII=%0A&quot; 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Age distribution&lt;a class=&quot;anchor-link&quot; href=&quot;https://render.githubusercontent.com/view/ipynb?commit=0dbc74a51d6a42122d75e5e0981b6ca67c10e54c&amp;amp;enc_url=68747470733a2f2f7261772e67697468756275736572636f6e74656e742e636f6d2f726f6861696c6b68616e2f746974616e69635f646174615f616e616c797369732f306462633734613531643661343231323264373565356530393831623663613637633130653534632f546974616e696325323044617461253230616e616c797369732e6970796e62&amp;amp;nwo=rohailkhan%2Ftitanic_data_analysis&amp;amp;path=Titanic+Data+analysis.ipynb&amp;amp;repository_id=103937004&amp;amp;repository_type=Repository#Age-distribution&quot; style=&quot;color: #0088cc; margin: 0px; padding: 0px 20px; text-decoration-line: none; visibility: hidden;&quot;&gt;&lt;/a&gt;&lt;/h1&gt;
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In&amp;nbsp;[116]:&lt;/div&gt;
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&lt;pre style=&quot;background-color: transparent; border-radius: 4px; border: none; color: #333333; font-size: inherit; line-height: inherit; padding: 0px; white-space: pre-wrap; word-break: break-all; word-wrap: break-word;&quot;&gt;&lt;span style=&quot;margin: 0px; padding: 0px;&quot;&gt;&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;sns&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;.&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;distplot&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;titanic&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;[&lt;/span&gt;&lt;span class=&quot;s1&quot; style=&quot;color: #ba2121; margin: 0px; padding: 0px;&quot;&gt;&#39;age&#39;&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;],&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;color&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;s1&quot; style=&quot;color: #ba2121; margin: 0px; padding: 0px;&quot;&gt;&#39;red&#39;&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;kde&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;kc&quot; style=&quot;color: green; font-weight: bold; margin: 0px; padding: 0px;&quot;&gt;False&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;)&lt;/span&gt;
&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;plt&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;.&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;xlabel&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;s1&quot; style=&quot;color: #ba2121; margin: 0px; padding: 0px;&quot;&gt;&#39;Age&#39;&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;)&lt;/span&gt;
&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;plt&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;.&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;title&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;s1&quot; style=&quot;color: #ba2121; margin: 0px; padding: 0px;&quot;&gt;&#39;Age of passengers&#39;&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;)&lt;/span&gt;
&lt;/pre&gt;
&lt;/div&gt;
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Out[116]:&lt;/div&gt;
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LSI6xf%0AP+4KJM2RZ/SS1DmDXpI6Z9BLUucMeknqnEEvSZ3zrpvezfYumbPOWto6JI2NZ/SS1DmDXpI6Z9BL%0AUucMeknqnEEvSZ0z6CWpcwa9JHXO++j3RI4gKWkOPKOXpM4t6Iw+yZ3A/cB24MGqWpPkUOAvgJXA%0AncBpVfXDhZUpSZqvxTij/6WqWl1Va9rjc4DrquoY4Lr2WJI0JkvRR38q8OI2fwnwN8DvLcF+tDdx%0AzB5p3hZ6Rl/AtUluSDL1F7a8qu5u81uA5TvaMMlZSTYk2bBt27YFliFJ2pmFntGfUFWbkzwRuCbJ%0AbaMLq6qS1I42rKr1wHqANWvW7HAdSdLCLeiMvqo2t69bgSuA44F7kqwAaF+3LrRISdL8zfuMPslB%0AwD5VdX+bfynwDuBKYB1wQfv66cUoVJqVubzHwP587SUW0nWzHLgiydTzfLyq/jrJV4DLk5wJfBs4%0AbeFlSpLma95BX1XfAo7bQfv3gRMXUpT2Ir7LV1pyDoGggYErdcshECSpcwa9JHXOoJekzhn0ktQ5%0Ag16SOmfQS1LnDHpJ6pz30UszcYhk7eE8o5ekzhn0ktQ5g16SOmfQS1LnvBgrLRYv2mpCeUYvSZ3z%0AjF57r0kfmtn/ELRI+gh6/yAkaafsupGkzhn0ktQ5g16SOtdHH/1s2ZcvaS/kGb0kdc6gl6TOGfSS%0A1DmDXpI6t3ddjF1sXtzVJPD3UDPwjF6SOucZ/SSZ9LFXtDjG9XNeiv36X8IewTN6SeqcZ/SS5s/r%0AA3sEz+glqXOe0e8O9r1LGiODfkcMZmlxLfbflF1Bc2LQS+qX1xCAJeyjT3JSktuTbExyzlLtR5K0%0Aa0sS9En2Bf4HcDKwCjg9yaql2JckadeWquvmeGBjVX0LIMllwKnALUu0P0mav7lcQ5htN88EdRul%0Aqhb/SZNXASdV1Wvb4zOA51XV60fWOQuY+g6PBW5fwC4PA763gO2XinXNjXXNjXXNTY91Pbmqls20%0A0tguxlbVemBRLsUn2VBVaxbjuRaTdc2Ndc2Ndc3N3lzXUl2M3QwcNfL4yNYmSdrNlirovwIck+To%0AJI8C1gJXLtG+JEm7sCRdN1X1YJLXA58B9gUuqqqbl2JfzaS+w8m65sa65sa65mavrWtJLsZKkiaH%0Ag5pJUucMeknq3B4d9JMyzEKSi5JsTXLTSNuhSa5J8s329ZAx1HVUks8luSXJzUneOAm1JXl0kuuT%0AfK3V9fZJqGukvn2T/H2SqyalriR3JvlGkhuTbJiguh6f5BNJbktya5IXjLuuJMe24zQ13ZfkTeOu%0Aq9X25vY7f1OSS9vfwpLXtccG/YQNs3AxcNK0tnOA66rqGOC69nh3exB4S1WtAp4PnN2O0bhrewB4%0ASVUdB6wGTkry/Amoa8obgVtHHk9KXb9UVatH7rmehLreB/x1VT0dOI7huI21rqq6vR2n1cBzgZ8A%0AV4y7riRHAG8A1lTVsxhuVFm7W+qqqj1yAl4AfGbk8bnAuWOsZyVw08jj24EVbX4FcPsEHLNPA78y%0ASbUBjwG+CjxvEupieM/HdcBLgKsm5WcJ3AkcNq1trHUBjwPuoN3UMSl1TavlpcDfTkJdwBHAXcCh%0ADHc8XtXqW/K69tgzeh4+aFM2tbZJsbyq7m7zW4Dl4ywmyUrgOcCXmYDaWvfIjcBW4Jqqmoi6gP8G%0A/C7w0EjbJNRVwLVJbmjDh0xCXUcD24APt66uDyY5aALqGrUWuLTNj7WuqtoMvBv4DnA38KOq+uzu%0AqGtPDvo9Rg0v1WO7jzXJwcAngTdV1X2jy8ZVW1Vtr+Ff6yOB45M8a9x1JXk5sLWqbtjZOmP8WZ7Q%0AjtfJDF1w/3YC6toP+Hng/VX1HOCfmNbtMM7f/fZmzVcAfzl92Zh+vw5hGNzxaOBw4KAkr94dde3J%0AQT/pwyzck2QFQPu6dRxFJNmfIeQ/VlWfmqTaAKrqXuBzDNc4xl3XC4FXJLkTuAx4SZKPTkBdU2eD%0AVNVWhv7m4yegrk3ApvbfGMAnGIJ/3HVNORn4alXd0x6Pu65fBu6oqm1V9VPgU8Av7o669uSgn/Rh%0AFq4E1rX5dQz947tVkgAfAm6tqvdOSm1JliV5fJs/kOG6wW3jrquqzq2qI6tqJcPv0/+qqlePu64k%0AByV57NQ8Q7/uTeOuq6q2AHclObY1ncgwFPnYf/eb03m42wbGX9d3gOcneUz72zyR4eL10tc1rosk%0Ai3Rx4xTgH4B/BH5/jHVcytDn9lOGs5wzgScwXNT7JnAtcOgY6jqB4d/ArwM3tumUcdcGPBv4+1bX%0ATcAftPaxH7ORGl/Mwxdjx328ngJ8rU03T/2uj7uuVsNqYEP7Wf4VcMiE1HUQ8H3gcSNtk1DX2xlO%0Aam4CPgIcsDvqcggESercntx1I0maBYNekjpn0EtS5wx6SeqcQS9JnTPotddL8sokleTp465FWgoG%0AvTS8seZL7avUHYNee7U2DtAJDG9yW9va9klyYRtj/ZokVyd5VVv23CSfb4OLfWbqrevSJDPotbc7%0AlWE89X8Avp/kucC/Zxh2ehVwBsOQ2FPjBv134FVV9VzgIuD8cRQtzcV+4y5AGrPTGT48A4aBzE5n%0A+Lv4y6p6CNiS5HNt+bHAs4BrhqFK2Jdh6Atpohn02mslOZThA0b+dZJiCO5iGB1yh5sAN1fVC3ZT%0AidKisOtGe7NXAR+pqidX1cqqOorhE5N+APyH1le/nGGAMxg+CWhZkn/pyknyzHEULs2FQa+92en8%0A7Nn7J4EnMYxCegvwUYaPOvxRVf0/hheHdyX5GsNooL+4+8qV5sfRK6UdSHJwVf04yROA64EX1jD+%0AurTHsY9e2rGr2oejPAr4r4a89mSe0UtS5+yjl6TOGfSS1DmDXpI6Z9BLUucMeknq3P8Hor/b2miG%0Aj4kAAAAASUVORK5CYII=%0A&quot; 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&lt;strong style=&quot;margin: 0px; padding: 0px;&quot;&gt;Most of the age distribution is between 20 and 40.The peak 28 is actually the number of filled missing values with the median&lt;/strong&gt;&lt;/div&gt;
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Question : Is there relation between &quot;Survival&quot; and &quot;Gender&quot;&lt;a class=&quot;anchor-link&quot; href=&quot;https://render.githubusercontent.com/view/ipynb?commit=0dbc74a51d6a42122d75e5e0981b6ca67c10e54c&amp;amp;enc_url=68747470733a2f2f7261772e67697468756275736572636f6e74656e742e636f6d2f726f6861696c6b68616e2f746974616e69635f646174615f616e616c797369732f306462633734613531643661343231323264373565356530393831623663613637633130653534632f546974616e696325323044617461253230616e616c797369732e6970796e62&amp;amp;nwo=rohailkhan%2Ftitanic_data_analysis&amp;amp;path=Titanic+Data+analysis.ipynb&amp;amp;repository_id=103937004&amp;amp;repository_type=Repository#Question-:-Is-there-relation-between-%22Survival%22-and-%22Gender%22&quot; style=&quot;color: #0088cc; margin: 0px; padding: 0px 20px; text-decoration-line: none; visibility: hidden;&quot;&gt;&lt;/a&gt;&lt;/h1&gt;
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In&amp;nbsp;[117]:&lt;/div&gt;
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&lt;div class=&quot;input_area&quot; style=&quot;background: rgb(247, 247, 247); border-radius: 4px; border: 1px solid rgb(207, 207, 207); line-height: 1.21429em; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot; highlight hl-ipython3&quot; style=&quot;background: transparent; border: none; margin: 0.4em; padding: 0px;&quot;&gt;
&lt;pre style=&quot;background-color: transparent; border-radius: 4px; border: none; color: #333333; font-size: inherit; line-height: inherit; padding: 0px; white-space: pre-wrap; word-break: break-all; word-wrap: break-word;&quot;&gt;&lt;span style=&quot;margin: 0px; padding: 0px;&quot;&gt;&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;titanic_male_female&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;titanic&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;.&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;pivot_table&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;s1&quot; style=&quot;color: #ba2121; margin: 0px; padding: 0px;&quot;&gt;&#39;survived&#39;&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;s1&quot; style=&quot;color: #ba2121; margin: 0px; padding: 0px;&quot;&gt;&#39;sex&#39;&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;aggfunc&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;s1&quot; style=&quot;color: #ba2121; margin: 0px; padding: 0px;&quot;&gt;&#39;sum&#39;&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;)&lt;/span&gt;
&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;titanic_male_female&lt;/span&gt;
&lt;/pre&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class=&quot;output_wrapper&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: vertical; align-items: stretch; display: flex; flex-direction: column; margin: 0px; padding: 0px; position: relative;&quot;&gt;
&lt;div class=&quot;output&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: vertical; align-items: stretch; display: flex; flex-direction: column; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;output_area&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: horizontal; align-items: stretch; break-inside: avoid; display: flex; flex-direction: row; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;prompt output_prompt&quot; style=&quot;color: darkred; font-family: monospace; line-height: 1.21429em; margin: 0px; min-width: 11ex; padding: 0.4em; text-align: right;&quot;&gt;
Out[117]:&lt;/div&gt;
&lt;div class=&quot;output_html rendered_html output_subarea output_execute_result&quot; style=&quot;-webkit-box-flex: 1; flex: 1 1 0%; margin: 0px; overflow: scroll hidden; padding: 0.4em 0.4em 0px;&quot;&gt;
&lt;div style=&quot;margin: 0px; padding: 0px;&quot;&gt;
&lt;table border=&quot;1&quot; class=&quot;dataframe&quot; style=&quot;background-color: transparent; border-collapse: collapse; border-spacing: 0px; border: 1px solid rgb(0, 0, 0); margin: 0px; max-width: 100%; padding: 0px;&quot;&gt;&lt;thead style=&quot;margin: 0px; padding: 0px;&quot;&gt;
&lt;tr style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 0px;&quot;&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;&lt;/th&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;survived&lt;/th&gt;&lt;/tr&gt;
&lt;tr style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 0px;&quot;&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;sex&lt;/th&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;&lt;/th&gt;&lt;/tr&gt;
&lt;/thead&gt;&lt;tbody style=&quot;margin: 0px; padding: 0px;&quot;&gt;
&lt;tr style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 0px;&quot;&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;female&lt;/th&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;233&lt;/td&gt;&lt;/tr&gt;
&lt;tr style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 0px;&quot;&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;male&lt;/th&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;109&lt;/td&gt;&lt;/tr&gt;
&lt;/tbody&gt;&lt;/table&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class=&quot;cell border-box-sizing code_cell rendered&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: vertical; align-items: stretch; background-color: white; border: 1px solid transparent; box-sizing: border-box; display: flex; flex-direction: column; font-family: &amp;quot;Helvetica Neue&amp;quot;, Helvetica, Arial, sans-serif; font-size: 14px; margin: 0px; outline: none; padding: 5px 5px 5px 0px; text-align: start; width: 928px;&quot;&gt;
&lt;div class=&quot;input&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: horizontal; align-items: stretch; break-inside: avoid; display: flex; flex-direction: row; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;prompt input_prompt&quot; style=&quot;border-top: 1px solid transparent; color: navy; font-family: monospace; line-height: 1.21429em; margin: 0px; min-width: 11ex; padding: 0.4em; text-align: right;&quot;&gt;
In&amp;nbsp;[118]:&lt;/div&gt;
&lt;div class=&quot;inner_cell&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-flex: 1; -webkit-box-orient: vertical; align-items: stretch; display: flex; flex-direction: column; flex: 1 1 0%; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;input_area&quot; style=&quot;background: rgb(247, 247, 247); border-radius: 4px; border: 1px solid rgb(207, 207, 207); line-height: 1.21429em; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot; highlight hl-ipython3&quot; style=&quot;background: transparent; border: none; margin: 0.4em; padding: 0px;&quot;&gt;
&lt;pre style=&quot;background-color: transparent; border-radius: 4px; border: none; color: #333333; font-size: inherit; line-height: inherit; padding: 0px; white-space: pre-wrap; word-break: break-all; word-wrap: break-word;&quot;&gt;&lt;span style=&quot;margin: 0px; padding: 0px;&quot;&gt;&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;titanic_male_female&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;.&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;plot&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;kind&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;s1&quot; style=&quot;color: #ba2121; margin: 0px; padding: 0px;&quot;&gt;&#39;bar&#39;&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;figsize&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;mi&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;10&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;mi&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;6&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;))&lt;/span&gt;
&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;plt&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;.&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;ylabel&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;s1&quot; style=&quot;color: #ba2121; margin: 0px; padding: 0px;&quot;&gt;&#39;survived&#39;&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;)&lt;/span&gt;
&lt;/pre&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class=&quot;output_wrapper&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: vertical; align-items: stretch; display: flex; flex-direction: column; margin: 0px; padding: 0px; position: relative;&quot;&gt;
&lt;div class=&quot;output&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: vertical; align-items: stretch; display: flex; flex-direction: column; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;output_area&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: horizontal; align-items: stretch; break-inside: avoid; display: flex; flex-direction: row; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;prompt output_prompt&quot; style=&quot;color: darkred; font-family: monospace; line-height: 1.21429em; margin: 0px; min-width: 11ex; padding: 0.4em; text-align: right;&quot;&gt;
Out[118]:&lt;/div&gt;
&lt;div class=&quot;output_text output_subarea output_execute_result&quot; style=&quot;-webkit-box-flex: 1; flex: 1 1 0%; line-height: 1.21429em; margin: 0px; padding: 0.4em 0.4em 0px;&quot;&gt;
&lt;pre style=&quot;background-color: transparent; border-radius: 0px; border: 0px; font-size: inherit; line-height: inherit; padding: 0px; vertical-align: baseline; white-space: pre-wrap; word-break: break-all; word-wrap: break-word;&quot;&gt;&amp;lt;matplotlib.text.Text at 0xdcd12b0&amp;gt;&lt;/pre&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class=&quot;output_area&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: horizontal; align-items: stretch; break-inside: avoid; display: flex; flex-direction: row; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;prompt&quot; style=&quot;font-family: monospace; line-height: 1.21429em; margin: 0px; min-width: 11ex; padding: 0px 0.4em; text-align: right;&quot;&gt;
&lt;/div&gt;
&lt;div class=&quot;output_png output_subarea &quot; style=&quot;-webkit-box-flex: 1; flex: 1 1 0%; margin: 0px; padding: 0.4em 0.4em 0px;&quot;&gt;
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EABiPQ%0AAAAGI9AAAAYztUCrqvdV1Zeq6ubtlu1XVddU1V9Nfj9zu3VvrKo7qur2qjp+WnMBAIxumt+gvT/J%0ACY9adn6Sa7v70CTXTp6nqg5LclqSF05e866q2n2KswEADGtqgdbdf5bky49afFKSyyaPL0vyM9st%0Av6K7v9Hddya5I8nR05oNAGBkS30M2oGTS3QkyReSHDh5fHCSz2233ebJsu9QVedU1caq2rh169bp%0ATQoAMCMzO0mguztJfxevu7S713b32gMOOGAKkwEAzNZSB9oXq+qgJJn8/tJk+d1JDtluu1WTZQAA%0Ay85SB9pVSc6aPD4ryR9ut/y0qnpaVa1JcmiSTyzxbAAAQ1jUrZ6+G1X1gSTHJnlWVW1O8itJ3ppk%0AQ1WdneSzWbjHZ7r7lqrakOTWJA8leU13f3NaswEAjGxqgdbdpz/GquMeY/uLk1w8rXkAAHYV7iQA%0AADAYgQYAMBiBBgAwGIEGADAYgQYAMBiBBgAwGIEGADAYgQYAMBiBBgAwGIEGADAYgQYAMBiBBgAw%0AGIEGADAYgQYAMBiBBgAwGIEGADAYgQYAMBiBBgAwGIEGADAYgQYAMBiBBgAwGIEGADAYgQYAMBiB%0ABgAwGIEGADAYgQYAMBiBBgAwGIEGADAYgQYAMBiBBgAwGIEGADAYgQYAMBiBBgAwGIEGADAYgQYA%0AMBiBBgAwGIEGADAYgQYAMBiBBgAwGIEGADAYgQYAMBiBBgAwGIEGADAYgQYAMBiBBgAwGIEGADAY%0AgQYAMBiBBgAwGIEGADAYgQYAMBiBBgAwGIEGADAYgQYAMBiBBgAwGIEGADAYgQYAMBiBBgAwmD1m%0A8YdW1V1Jvpbkm0ke6u61VbVfkiuTrE5yV5JTu/tvZjEfAMAszfIbtJd391HdvXby/Pwk13b3oUmu%0AnTwHAFh2RtrFeVKSyyaPL0vyMzOcBQBgZmYVaJ3kY1W1qarOmSw7sLu3TB5/IcmBsxkNAGC2ZnIM%0AWpIf7e67q+r7klxTVZ/efmV3d1X1jl44CbpzkuQ5z3nO9CcFAFhiM/kGrbvvnvz+UpI/SHJ0ki9W%0A1UFJMvn9pcd47aXdvba71x5wwAFLNTIAwJJZ8kCrqj2rau+HHyf5iSQ3J7kqyVmTzc5K8odLPRsA%0AwAhmsYvzwCR/UFUP//n/rbuvrqq/TLKhqs5O8tkkp85gNgCAmVvyQOvuv05y5A6W35vkuKWeBwBg%0ANCNdZgMAgAg0AIDhCDQAgMEINACAwQg0AIDBCDQAgMEINACAwQg0AIDBCDQAgMEINACAwQg0AIDB%0ACDQAgMEINACAwQg0AIDBCDQAgMEINACAwQg0AIDBCDQAgMEINACAwQg0AIDBCDQAgMEINACAwQg0%0AAIDBCDQAgMEINACAwQg0AIDBCDQAgMEINACAwQg0AIDBCDQAgMEINACAwQg0AIDBCDQAgMEINACA%0AwQg0AIDBCDQAgMEINACAwQg0AIDBCDQAgMEINACAwQg0AIDBCDQAgMEINACAwQg0AIDBCDQAgMEI%0ANACAwQg0AIDBCDQAgMEINACAwQg0AIDBCDQAgMEINACAwQg0AIDBCDQAgMEINACAwQg0AIDBCDQA%0AgMEINACAwQwXaFV1QlXdXlV3VNX5s54HAGCpDRVoVbV7kv+c5JVJDktyelUdNtupAACW1lCBluTo%0AJHd09193998luSLJSTOeCQBgSe0x6wEe5eAkn9vu+eYkP7L9BlV1TpJzJk/vr6rbl2g2dn3PSnLP%0ArIcYTb1t1hPALs9nyw74bNmh5y52w9EC7Ql196VJLp31HOx6qmpjd6+d9RzAfPHZwjSMtovz7iSH%0AbPd81WQZAMCyMVqg/WWSQ6tqTVV9T5LTklw145kAAJbUULs4u/uhqnptkj9OsnuS93X3LTMei/lh%0A1zgwDT5b2Omqu2c9AwAA2xltFycAwLIn0AAABiPQAAAGI9AAAAYj0JhbVfW8qrq2qm6ePD+iqi6Y%0A9VzAfKiqp1fVD856DuaTQGOevSfJG5NsS5LuvjEL19YDeEqq6qeT3JDk6snzo6rKdTvZaQQa8+x7%0Au/sTj1r20EwmAebNRUmOTvKVJOnuG5KsmeVAzBeBxjy7p6p+IEknSVWdnGTLbEcC5sS27r7vUctc%0AWJSdZqg7CcBO9posXOH7+VV1d5I7k5wx25GAOXFLVb0qye5VdWiS1yW5fsYzMUfcSYC5V1V7Jtmt%0Au78261mA+VBV35vk3yb5iSSVhVsUvrm7H5zpYMwNgcbcqap/+Xjru/s3lmoWAPhu2MXJPNp71gMA%0A86mq/iiPc6xZd69bwnGYY75BA4BFqqp/+Hjru/u6pZqF+SbQmFtVtTLJ2UlemGTlw8u7++dnNhQA%0ALILLbDDPfifJ30tyfJLrkqxK4kQB4CmrqkOr6oNVdWtV/fXDP7Oei/kh0Jhnf7+7L0zyQHdfluTE%0AJD8y45mA+fBfklyShYtfvzzJf03yuzOdiLki0Jhn2ya/v1JVL0qyT5Lvm+E8wPx4endfm4VDhT7b%0A3Rdl4T+BsFM4i5N5dmlVPTPJhUmuSrJXkl+e7UjAnPhGVe2W5K+q6rVJ7s7CZwzsFE4SAIAnqape%0AkuS2JPsmeXOSZyR5e3f/xUwHY24INOZWVe2b5J8kWZ3tvi3u7tfNaiZgPlTV2izcSeC5SVZMFnd3%0AHzG7qZgndnEyzz6a5H8nuSnJt2Y8CzBfLk/y+vh8YUoEGvNsZXc/7m2fAL5LW7v7qlkPwfyyi5O5%0AVVX/Isn9ST6c5BsPL+/uL89sKGAuVNVxSU5Pcm2+/fPl92c2FHPFN2jMs79L8qtZOE7k4f+JdJLv%0An9lEwLz4Z0men4Xjzx7exdlJBBo7hW/QmFuTq3of3d33zHoWYL5U1e3d/YOznoP55UK1zLM7knx9%0A1kMAc+n6qjps1kMwv+ziZJ49kOSGqvqTfPsxIi6zATxVL83C58udWfh8qbjMBjuRQGOe/ffJD8DO%0AdsKsB2C+OQaNuVZVT0/ynO6+fdazAMBiOQaNuVVVP53khiRXT54fVVWuWwTA8AQa8+yiJEcn+UqS%0AdPcNcYkNAHYBAo15tq2773vUMrdkAWB4ThJgnt1SVa9KsntVHZrkdUmun/FMAPCEfIPG3Kmq35k8%0A/EySF2bhFPgPJPlqkl+a1VwAsFjO4mTuVNWtSX48yf9I8vJHr3cvTgBGZxcn8+jdWbiB8fcn2bjd%0A8op7cQKwC/ANGnOrqi7p7nNnPQcAPFkCDQBgME4SAAAYjEADABiMQAMAGIxAAwAYjEADlp2q2rOq%0APlJVn6qqm6tqfVW9uKquq6pNVfXHVXVQVe1RVX9ZVcdOXvfvq+riGY8PLAOugwYsRyck+Xx3n5gk%0AVbVPFi5sfFJ3b62q9Uku7u6fr6p/muSDVfWLk9f9yKyGBpYPgQYsRzcl+fWqeluSDyf5myQvSnJN%0AVSXJ7km2JEl33zK5fdiHk7ysu/9uNiMDy4lAA5ad7v6/VfXDSX4yyVuS/M8kt3T3yx7jJYcn+UqS%0A71uiEYFlzjFowLJTVc9O8vXu/t0kv5qF3ZYHVNXLJutXVNULJ49/Nsl+Sf5BkndW1b4zGhtYRtxJ%0AAFh2qur4LITZt5JsS3JukoeS/GaSfbKwd+E/JvmDJNcnOa67P1dVr0vy4u4+ayaDA8uGQAMAGIxd%0AnAAAgxFoAACDEWgAAIMRaAAAgxFoAACDEWgAAIMRaAAAgxFoAACD+X8fqkAqXKqYagAAAABJRU5E%0ArkJggg==%0A&quot; 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&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class=&quot;cell border-box-sizing code_cell rendered&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: vertical; align-items: stretch; background-color: white; border: 1px solid transparent; box-sizing: border-box; display: flex; flex-direction: column; font-family: &amp;quot;Helvetica Neue&amp;quot;, Helvetica, Arial, sans-serif; font-size: 14px; margin: 0px; outline: none; padding: 5px 5px 5px 0px; text-align: start; width: 928px;&quot;&gt;
&lt;div class=&quot;input&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: horizontal; align-items: stretch; break-inside: avoid; display: flex; flex-direction: row; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;prompt input_prompt&quot; style=&quot;border-top: 1px solid transparent; color: navy; font-family: monospace; line-height: 1.21429em; margin: 0px; min-width: 11ex; padding: 0.4em; text-align: right;&quot;&gt;
In&amp;nbsp;[119]:&lt;/div&gt;
&lt;div class=&quot;inner_cell&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-flex: 1; -webkit-box-orient: vertical; align-items: stretch; display: flex; flex-direction: column; flex: 1 1 0%; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;input_area&quot; style=&quot;background: rgb(247, 247, 247); border-radius: 4px; border: 1px solid rgb(207, 207, 207); line-height: 1.21429em; margin: 0px; padding: 0px;&quot;&gt;
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&lt;pre style=&quot;background-color: transparent; border-radius: 4px; border: none; color: #333333; font-size: inherit; line-height: inherit; padding: 0px; white-space: pre-wrap; word-break: break-all; word-wrap: break-word;&quot;&gt;&lt;span style=&quot;margin: 0px; padding: 0px;&quot;&gt;&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;p&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;=&lt;/span&gt; &lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;sns&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;.&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;barplot&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;x&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;s2&quot; style=&quot;color: #ba2121; margin: 0px; padding: 0px;&quot;&gt;&quot;sex&quot;&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;,&lt;/span&gt; &lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;y&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;s2&quot; style=&quot;color: #ba2121; margin: 0px; padding: 0px;&quot;&gt;&quot;survived&quot;&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;,&lt;/span&gt; &lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;data&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;titanic&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;)&lt;/span&gt;
&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;p&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;.&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;set&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;title&lt;/span&gt; &lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;=&lt;/span&gt; &lt;span class=&quot;s1&quot; style=&quot;color: #ba2121; margin: 0px; padding: 0px;&quot;&gt;&#39;Gender Distribution by Survival&#39;&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;,&lt;/span&gt; 
        &lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;xlabel&lt;/span&gt; &lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;=&lt;/span&gt; &lt;span class=&quot;s1&quot; style=&quot;color: #ba2121; margin: 0px; padding: 0px;&quot;&gt;&#39;Gender&#39;&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;,&lt;/span&gt; 
        &lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;ylabel&lt;/span&gt; &lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;=&lt;/span&gt; &lt;span class=&quot;s1&quot; style=&quot;color: #ba2121; margin: 0px; padding: 0px;&quot;&gt;&#39;Whether Survived&#39;&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;,&lt;/span&gt; 
        &lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;xticklabels&lt;/span&gt; &lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;=&lt;/span&gt; &lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;[&lt;/span&gt;&lt;span class=&quot;s1&quot; style=&quot;color: #ba2121; margin: 0px; padding: 0px;&quot;&gt;&#39;Male&#39;&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;,&lt;/span&gt; &lt;span class=&quot;s1&quot; style=&quot;color: #ba2121; margin: 0px; padding: 0px;&quot;&gt;&#39;Female&#39;&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;]);&lt;/span&gt;
&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;plt&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;.&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;show&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;()&lt;/span&gt;
&lt;/pre&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class=&quot;output_wrapper&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: vertical; align-items: stretch; display: flex; flex-direction: column; margin: 0px; padding: 0px; position: relative;&quot;&gt;
&lt;div class=&quot;output&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: vertical; align-items: stretch; display: flex; flex-direction: column; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;output_area&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: horizontal; align-items: stretch; break-inside: avoid; display: flex; flex-direction: row; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;prompt&quot; style=&quot;font-family: monospace; line-height: 1.21429em; margin: 0px; min-width: 11ex; padding: 0px 0.4em; text-align: right;&quot;&gt;
&lt;/div&gt;
&lt;div class=&quot;output_png output_subarea &quot; style=&quot;-webkit-box-flex: 1; flex: 1 1 0%; margin: 0px; padding: 0.4em 0.4em 0px;&quot;&gt;
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dRRTBm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%0Acv8f3MhrCRAqpv8AAAAASUVORK5CYII=%0A&quot; style=&quot;border: 0px; height: auto; margin: 0px; max-width: 100%; padding: 0px; vertical-align: middle;&quot; /&gt;&lt;/div&gt;
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&lt;/div&gt;
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&lt;div class=&quot;cell border-box-sizing text_cell rendered&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: horizontal; align-items: stretch; background-color: white; border: 1px solid transparent; box-sizing: border-box; display: flex; flex-direction: row; font-family: &amp;quot;Helvetica Neue&amp;quot;, Helvetica, Arial, sans-serif; font-size: 14px; margin: 0px; outline: none; padding: 0px; text-align: start; width: 928px;&quot;&gt;
&lt;div class=&quot;prompt input_prompt&quot; style=&quot;border-top: 1px solid transparent; color: navy; font-family: monospace; line-height: 1.21429em; margin: 0px; min-width: 11ex; padding: 0.4em; text-align: right;&quot;&gt;
&lt;/div&gt;
&lt;div class=&quot;inner_cell&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-flex: 1; -webkit-box-orient: vertical; align-items: stretch; display: flex; flex-direction: column; flex: 1 1 0%; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;text_cell_render border-box-sizing rendered_html&quot; style=&quot;border-style: none; box-sizing: border-box; margin: 0px; outline: none; padding: 0.5em 0.5em 0.5em 0.4em; resize: none; width: inherit;&quot;&gt;
&lt;h2 style=&quot;color: inherit; font-family: inherit; font-size: 21.994px; line-height: 1; margin: 0.636em 0px 0px; padding: 0px; text-rendering: optimizeLegibility;&quot;&gt;
Above calculation and graph shows that female had more chance of survival&lt;a class=&quot;anchor-link&quot; href=&quot;https://render.githubusercontent.com/view/ipynb?commit=0dbc74a51d6a42122d75e5e0981b6ca67c10e54c&amp;amp;enc_url=68747470733a2f2f7261772e67697468756275736572636f6e74656e742e636f6d2f726f6861696c6b68616e2f746974616e69635f646174615f616e616c797369732f306462633734613531643661343231323264373565356530393831623663613637633130653534632f546974616e696325323044617461253230616e616c797369732e6970796e62&amp;amp;nwo=rohailkhan%2Ftitanic_data_analysis&amp;amp;path=Titanic+Data+analysis.ipynb&amp;amp;repository_id=103937004&amp;amp;repository_type=Repository#Above-calculation-and-graph-shows-that-female-had-more-chance-of-survival&quot; style=&quot;color: #0088cc; margin: 0px; padding: 0px 20px; text-decoration-line: none; visibility: hidden;&quot;&gt;&lt;/a&gt;&lt;/h2&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class=&quot;cell border-box-sizing text_cell rendered&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: horizontal; align-items: stretch; background-color: white; border: 1px solid transparent; box-sizing: border-box; display: flex; flex-direction: row; font-family: &amp;quot;Helvetica Neue&amp;quot;, Helvetica, Arial, sans-serif; font-size: 14px; margin: 0px; outline: none; padding: 0px; text-align: start; width: 928px;&quot;&gt;
&lt;div class=&quot;prompt input_prompt&quot; style=&quot;border-top: 1px solid transparent; color: navy; font-family: monospace; line-height: 1.21429em; margin: 0px; min-width: 11ex; padding: 0.4em; text-align: right;&quot;&gt;
&lt;/div&gt;
&lt;div class=&quot;inner_cell&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-flex: 1; -webkit-box-orient: vertical; align-items: stretch; display: flex; flex-direction: column; flex: 1 1 0%; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;text_cell_render border-box-sizing rendered_html&quot; style=&quot;border-style: none; box-sizing: border-box; margin: 0px; outline: none; padding: 0.5em 0.5em 0.5em 0.4em; resize: none; width: inherit;&quot;&gt;
&lt;h1 style=&quot;color: inherit; font-family: inherit; font-size: 25.998px; line-height: 1; margin: 0.538em 0px 0px; padding: 0px; text-rendering: optimizeLegibility;&quot;&gt;
Question-2 : is the econmoic condition of the passengers play any role in the survival?&lt;a class=&quot;anchor-link&quot; href=&quot;https://render.githubusercontent.com/view/ipynb?commit=0dbc74a51d6a42122d75e5e0981b6ca67c10e54c&amp;amp;enc_url=68747470733a2f2f7261772e67697468756275736572636f6e74656e742e636f6d2f726f6861696c6b68616e2f746974616e69635f646174615f616e616c797369732f306462633734613531643661343231323264373565356530393831623663613637633130653534632f546974616e696325323044617461253230616e616c797369732e6970796e62&amp;amp;nwo=rohailkhan%2Ftitanic_data_analysis&amp;amp;path=Titanic+Data+analysis.ipynb&amp;amp;repository_id=103937004&amp;amp;repository_type=Repository#Question-2-:-is-the-econmoic-condition-of-the-passengers-play-any-role-in-the-survival?&quot; style=&quot;color: #0088cc; margin: 0px; padding: 0px 20px; text-decoration-line: none; visibility: hidden;&quot;&gt;&lt;/a&gt;&lt;/h1&gt;
&lt;h2 style=&quot;color: inherit; font-family: inherit; font-size: 21.994px; line-height: 1; margin: 1.27em 0px 0px; padding: 0px; text-rendering: optimizeLegibility;&quot;&gt;
We will solve this in two parts&lt;a class=&quot;anchor-link&quot; href=&quot;https://render.githubusercontent.com/view/ipynb?commit=0dbc74a51d6a42122d75e5e0981b6ca67c10e54c&amp;amp;enc_url=68747470733a2f2f7261772e67697468756275736572636f6e74656e742e636f6d2f726f6861696c6b68616e2f746974616e69635f646174615f616e616c797369732f306462633734613531643661343231323264373565356530393831623663613637633130653534632f546974616e696325323044617461253230616e616c797369732e6970796e62&amp;amp;nwo=rohailkhan%2Ftitanic_data_analysis&amp;amp;path=Titanic+Data+analysis.ipynb&amp;amp;repository_id=103937004&amp;amp;repository_type=Repository#We-will-solve-this-in-two-parts&quot; style=&quot;color: #0088cc; margin: 0px; padding: 0px 20px; text-decoration-line: none; visibility: hidden;&quot;&gt;&lt;/a&gt;&lt;/h2&gt;
&lt;h2 style=&quot;color: inherit; font-family: inherit; font-size: 21.994px; line-height: 1; margin: 1.27em 0px 0px; padding: 0px; text-rendering: optimizeLegibility;&quot;&gt;
First : We check the survival related to Cabins(i.e First,Second &amp;amp; Third class&lt;a class=&quot;anchor-link&quot; href=&quot;https://render.githubusercontent.com/view/ipynb?commit=0dbc74a51d6a42122d75e5e0981b6ca67c10e54c&amp;amp;enc_url=68747470733a2f2f7261772e67697468756275736572636f6e74656e742e636f6d2f726f6861696c6b68616e2f746974616e69635f646174615f616e616c797369732f306462633734613531643661343231323264373565356530393831623663613637633130653534632f546974616e696325323044617461253230616e616c797369732e6970796e62&amp;amp;nwo=rohailkhan%2Ftitanic_data_analysis&amp;amp;path=Titanic+Data+analysis.ipynb&amp;amp;repository_id=103937004&amp;amp;repository_type=Repository#First-:-We-check-the-survival-related-to-Cabins(i.e-First,Second-&amp;amp;-Third-class&quot; style=&quot;color: #0088cc; margin: 0px; padding: 0px 20px; text-decoration-line: none; visibility: hidden;&quot;&gt;&lt;/a&gt;&lt;/h2&gt;
&lt;h2 style=&quot;color: inherit; font-family: inherit; font-size: 21.994px; line-height: 1; margin: 1.27em 0px 0px; padding: 0px; text-rendering: optimizeLegibility;&quot;&gt;
Second : We We check the survival related to the fare&lt;a class=&quot;anchor-link&quot; href=&quot;https://render.githubusercontent.com/view/ipynb?commit=0dbc74a51d6a42122d75e5e0981b6ca67c10e54c&amp;amp;enc_url=68747470733a2f2f7261772e67697468756275736572636f6e74656e742e636f6d2f726f6861696c6b68616e2f746974616e69635f646174615f616e616c797369732f306462633734613531643661343231323264373565356530393831623663613637633130653534632f546974616e696325323044617461253230616e616c797369732e6970796e62&amp;amp;nwo=rohailkhan%2Ftitanic_data_analysis&amp;amp;path=Titanic+Data+analysis.ipynb&amp;amp;repository_id=103937004&amp;amp;repository_type=Repository#Second-:-We-We-check-the-survival-related-to-the-fare&quot; style=&quot;color: #0088cc; margin: 0px; padding: 0px 20px; text-decoration-line: none; visibility: hidden;&quot;&gt;&lt;/a&gt;&lt;/h2&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class=&quot;cell border-box-sizing code_cell rendered&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: vertical; align-items: stretch; background-color: white; border: 1px solid transparent; box-sizing: border-box; display: flex; flex-direction: column; font-family: &amp;quot;Helvetica Neue&amp;quot;, Helvetica, Arial, sans-serif; font-size: 14px; margin: 0px; outline: none; padding: 5px 5px 5px 0px; text-align: start; width: 928px;&quot;&gt;
&lt;div class=&quot;input&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: horizontal; align-items: stretch; break-inside: avoid; display: flex; flex-direction: row; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;prompt input_prompt&quot; style=&quot;border-top: 1px solid transparent; color: navy; font-family: monospace; line-height: 1.21429em; margin: 0px; min-width: 11ex; padding: 0.4em; text-align: right;&quot;&gt;
In&amp;nbsp;[120]:&lt;/div&gt;
&lt;div class=&quot;inner_cell&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-flex: 1; -webkit-box-orient: vertical; align-items: stretch; display: flex; flex-direction: column; flex: 1 1 0%; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;input_area&quot; style=&quot;background: rgb(247, 247, 247); border-radius: 4px; border: 1px solid rgb(207, 207, 207); line-height: 1.21429em; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot; highlight hl-ipython3&quot; style=&quot;background: transparent; border: none; margin: 0.4em; padding: 0px;&quot;&gt;
&lt;pre style=&quot;background-color: transparent; border-radius: 4px; border: none; color: #333333; font-size: inherit; line-height: inherit; padding: 0px; white-space: pre-wrap; word-break: break-all; word-wrap: break-word;&quot;&gt;&lt;span style=&quot;margin: 0px; padding: 0px;&quot;&gt;&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;titanic&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;.&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;head&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;()&lt;/span&gt;
&lt;/pre&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class=&quot;output_wrapper&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: vertical; align-items: stretch; display: flex; flex-direction: column; margin: 0px; padding: 0px; position: relative;&quot;&gt;
&lt;div class=&quot;output&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: vertical; align-items: stretch; display: flex; flex-direction: column; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;output_area&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: horizontal; align-items: stretch; break-inside: avoid; display: flex; flex-direction: row; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;prompt output_prompt&quot; style=&quot;color: darkred; font-family: monospace; line-height: 1.21429em; margin: 0px; min-width: 11ex; padding: 0.4em; text-align: right;&quot;&gt;
Out[120]:&lt;/div&gt;
&lt;div class=&quot;output_html rendered_html output_subarea output_execute_result&quot; style=&quot;-webkit-box-flex: 1; flex: 1 1 0%; margin: 0px; overflow: scroll hidden; padding: 0.4em 0.4em 0px;&quot;&gt;
&lt;div style=&quot;margin: 0px; padding: 0px;&quot;&gt;
&lt;table border=&quot;1&quot; class=&quot;dataframe&quot; style=&quot;background-color: transparent; border-collapse: collapse; border-spacing: 0px; border: 1px solid rgb(0, 0, 0); margin: 0px; max-width: 100%; padding: 0px;&quot;&gt;&lt;thead style=&quot;margin: 0px; padding: 0px;&quot;&gt;
&lt;tr style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 0px;&quot;&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;&lt;/th&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;survived&lt;/th&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;pclass&lt;/th&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;sex&lt;/th&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;age&lt;/th&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;sibsp&lt;/th&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;parch&lt;/th&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;fare&lt;/th&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;embarked&lt;/th&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;class&lt;/th&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;who&lt;/th&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;adult_male&lt;/th&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;embark_town&lt;/th&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;alone&lt;/th&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;Sex_integer&lt;/th&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;child&lt;/th&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;parents&lt;/th&gt;&lt;/tr&gt;
&lt;/thead&gt;&lt;tbody style=&quot;margin: 0px; padding: 0px;&quot;&gt;
&lt;tr style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 0px;&quot;&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;0&lt;/th&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;0&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;3&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;male&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;22&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;1&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;0&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;7.2500&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;S&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;Third&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;man&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;True&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;Southampton&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;False&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;1&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;0&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;0&lt;/td&gt;&lt;/tr&gt;
&lt;tr style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 0px;&quot;&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;1&lt;/th&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;1&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;1&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;female&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;38&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;1&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;0&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;71.2833&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;C&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;First&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;woman&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;False&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;Cherbourg&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;False&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;0&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;0&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;0&lt;/td&gt;&lt;/tr&gt;
&lt;tr style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 0px;&quot;&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;2&lt;/th&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;1&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;3&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;female&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;26&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;0&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;0&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;7.9250&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;S&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;Third&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;woman&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;False&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;Southampton&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;True&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;0&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;0&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;0&lt;/td&gt;&lt;/tr&gt;
&lt;tr style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 0px;&quot;&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;3&lt;/th&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;1&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;1&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;female&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;35&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;1&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;0&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;53.1000&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;S&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;First&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;woman&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;False&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;Southampton&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;False&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;0&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;0&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;0&lt;/td&gt;&lt;/tr&gt;
&lt;tr style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 0px;&quot;&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;4&lt;/th&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;0&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;3&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;male&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;35&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;0&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;0&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;8.0500&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;S&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;Third&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;man&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;True&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;Southampton&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;True&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;1&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;0&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;0&lt;/td&gt;&lt;/tr&gt;
&lt;/tbody&gt;&lt;/table&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class=&quot;cell border-box-sizing code_cell rendered&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: vertical; align-items: stretch; background-color: white; border: 1px solid transparent; box-sizing: border-box; display: flex; flex-direction: column; font-family: &amp;quot;Helvetica Neue&amp;quot;, Helvetica, Arial, sans-serif; font-size: 14px; margin: 0px; outline: none; padding: 5px 5px 5px 0px; text-align: start; width: 928px;&quot;&gt;
&lt;div class=&quot;input&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: horizontal; align-items: stretch; break-inside: avoid; display: flex; flex-direction: row; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;prompt input_prompt&quot; style=&quot;border-top: 1px solid transparent; color: navy; font-family: monospace; line-height: 1.21429em; margin: 0px; min-width: 11ex; padding: 0.4em; text-align: right;&quot;&gt;
In&amp;nbsp;[121]:&lt;/div&gt;
&lt;div class=&quot;inner_cell&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-flex: 1; -webkit-box-orient: vertical; align-items: stretch; display: flex; flex-direction: column; flex: 1 1 0%; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;input_area&quot; style=&quot;background: rgb(247, 247, 247); border-radius: 4px; border: 1px solid rgb(207, 207, 207); line-height: 1.21429em; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot; highlight hl-ipython3&quot; style=&quot;background: transparent; border: none; margin: 0.4em; padding: 0px;&quot;&gt;
&lt;pre style=&quot;background-color: transparent; border-radius: 4px; border: none; color: #333333; font-size: inherit; line-height: inherit; padding: 0px; white-space: pre-wrap; word-break: break-all; word-wrap: break-word;&quot;&gt;&lt;span style=&quot;margin: 0px; padding: 0px;&quot;&gt;&lt;/span&gt;&lt;span class=&quot;k&quot; style=&quot;color: green; font-weight: bold; margin: 0px; padding: 0px;&quot;&gt;def&lt;/span&gt; &lt;span class=&quot;nf&quot; style=&quot;color: blue; margin: 0px; padding: 0px;&quot;&gt;percentage_survival_by_two_factors&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;data&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;factor1&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;factor2&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;):&lt;/span&gt;
    
    &lt;span class=&quot;k&quot; style=&quot;color: green; font-weight: bold; margin: 0px; padding: 0px;&quot;&gt;return&lt;/span&gt; &lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;data&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;.&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;pivot_table&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;s1&quot; style=&quot;color: #ba2121; margin: 0px; padding: 0px;&quot;&gt;&#39;survived&#39;&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;factor1&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;factor2&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;*&lt;/span&gt;&lt;span class=&quot;mi&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;100&lt;/span&gt;
&lt;/pre&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class=&quot;cell border-box-sizing code_cell rendered&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: vertical; align-items: stretch; background-color: white; border: 1px solid transparent; box-sizing: border-box; display: flex; flex-direction: column; font-family: &amp;quot;Helvetica Neue&amp;quot;, Helvetica, Arial, sans-serif; font-size: 14px; margin: 0px; outline: none; padding: 5px 5px 5px 0px; text-align: start; width: 928px;&quot;&gt;
&lt;div class=&quot;input&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: horizontal; align-items: stretch; break-inside: avoid; display: flex; flex-direction: row; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;prompt input_prompt&quot; style=&quot;border-top: 1px solid transparent; color: navy; font-family: monospace; line-height: 1.21429em; margin: 0px; min-width: 11ex; padding: 0.4em; text-align: right;&quot;&gt;
In&amp;nbsp;[122]:&lt;/div&gt;
&lt;div class=&quot;inner_cell&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-flex: 1; -webkit-box-orient: vertical; align-items: stretch; display: flex; flex-direction: column; flex: 1 1 0%; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;input_area&quot; style=&quot;background: rgb(247, 247, 247); border-radius: 4px; border: 1px solid rgb(207, 207, 207); line-height: 1.21429em; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot; highlight hl-ipython3&quot; style=&quot;background: transparent; border: none; margin: 0.4em; padding: 0px;&quot;&gt;
&lt;pre style=&quot;background-color: transparent; border-radius: 4px; border: none; color: #333333; font-size: inherit; line-height: inherit; padding: 0px; white-space: pre-wrap; word-break: break-all; word-wrap: break-word;&quot;&gt;&lt;span style=&quot;margin: 0px; padding: 0px;&quot;&gt;&lt;/span&gt;&lt;span class=&quot;c1&quot; style=&quot;color: #408080; font-style: italic; margin: 0px; padding: 0px;&quot;&gt;# finding survival percentage between class and gender&lt;/span&gt;
&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;survival_class_gender&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;percentage_survival_by_two_factors&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;titanic&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;s1&quot; style=&quot;color: #ba2121; margin: 0px; padding: 0px;&quot;&gt;&#39;class&#39;&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;s1&quot; style=&quot;color: #ba2121; margin: 0px; padding: 0px;&quot;&gt;&#39;sex&#39;&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;)&lt;/span&gt;
&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;survival_class_gender&lt;/span&gt;
&lt;/pre&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class=&quot;output_wrapper&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: vertical; align-items: stretch; display: flex; flex-direction: column; margin: 0px; padding: 0px; position: relative;&quot;&gt;
&lt;div class=&quot;output&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: vertical; align-items: stretch; display: flex; flex-direction: column; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;output_area&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: horizontal; align-items: stretch; break-inside: avoid; display: flex; flex-direction: row; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;prompt output_prompt&quot; style=&quot;color: darkred; font-family: monospace; line-height: 1.21429em; margin: 0px; min-width: 11ex; padding: 0.4em; text-align: right;&quot;&gt;
Out[122]:&lt;/div&gt;
&lt;div class=&quot;output_html rendered_html output_subarea output_execute_result&quot; style=&quot;-webkit-box-flex: 1; flex: 1 1 0%; margin: 0px; overflow: scroll hidden; padding: 0.4em 0.4em 0px;&quot;&gt;
&lt;div style=&quot;margin: 0px; padding: 0px;&quot;&gt;
&lt;table border=&quot;1&quot; class=&quot;dataframe&quot; style=&quot;background-color: transparent; border-collapse: collapse; border-spacing: 0px; border: 1px solid rgb(0, 0, 0); margin: 0px; max-width: 100%; padding: 0px;&quot;&gt;&lt;thead style=&quot;margin: 0px; padding: 0px;&quot;&gt;
&lt;tr style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 0px;&quot;&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;sex&lt;/th&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;female&lt;/th&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;male&lt;/th&gt;&lt;/tr&gt;
&lt;tr style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 0px;&quot;&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;class&lt;/th&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;&lt;/th&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;&lt;/th&gt;&lt;/tr&gt;
&lt;/thead&gt;&lt;tbody style=&quot;margin: 0px; padding: 0px;&quot;&gt;
&lt;tr style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 0px;&quot;&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;First&lt;/th&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;96.808511&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;36.885246&lt;/td&gt;&lt;/tr&gt;
&lt;tr style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 0px;&quot;&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;Second&lt;/th&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;92.105263&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;15.740741&lt;/td&gt;&lt;/tr&gt;
&lt;tr style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 0px;&quot;&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;Third&lt;/th&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;50.000000&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;13.544669&lt;/td&gt;&lt;/tr&gt;
&lt;/tbody&gt;&lt;/table&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class=&quot;cell border-box-sizing text_cell rendered&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: horizontal; align-items: stretch; background-color: white; border: 1px solid transparent; box-sizing: border-box; display: flex; flex-direction: row; font-family: &amp;quot;Helvetica Neue&amp;quot;, Helvetica, Arial, sans-serif; font-size: 14px; margin: 0px; outline: none; padding: 0px; text-align: start; width: 928px;&quot;&gt;
&lt;div class=&quot;prompt input_prompt&quot; style=&quot;border-top: 1px solid transparent; color: navy; font-family: monospace; line-height: 1.21429em; margin: 0px; min-width: 11ex; padding: 0.4em; text-align: right;&quot;&gt;
&lt;/div&gt;
&lt;div class=&quot;inner_cell&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-flex: 1; -webkit-box-orient: vertical; align-items: stretch; display: flex; flex-direction: column; flex: 1 1 0%; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;text_cell_render border-box-sizing rendered_html&quot; style=&quot;border-style: none; box-sizing: border-box; margin: 0px; outline: none; padding: 0.5em 0.5em 0.5em 0.4em; resize: none; width: inherit;&quot;&gt;
&lt;div style=&quot;padding: 0px; text-align: justify;&quot;&gt;
&lt;strong style=&quot;margin: 0px; padding: 0px;&quot;&gt;We see that 96% of female and 35% of male survived compared to 50% and 13% respectively in the third class&lt;/strong&gt;&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class=&quot;cell border-box-sizing code_cell rendered&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: vertical; align-items: stretch; background-color: white; border: 1px solid transparent; box-sizing: border-box; display: flex; flex-direction: column; font-family: &amp;quot;Helvetica Neue&amp;quot;, Helvetica, Arial, sans-serif; font-size: 14px; margin: 0px; outline: none; padding: 5px 5px 5px 0px; text-align: start; width: 928px;&quot;&gt;
&lt;div class=&quot;input&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: horizontal; align-items: stretch; break-inside: avoid; display: flex; flex-direction: row; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;prompt input_prompt&quot; style=&quot;border-top: 1px solid transparent; color: navy; font-family: monospace; line-height: 1.21429em; margin: 0px; min-width: 11ex; padding: 0.4em; text-align: right;&quot;&gt;
In&amp;nbsp;[123]:&lt;/div&gt;
&lt;div class=&quot;inner_cell&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-flex: 1; -webkit-box-orient: vertical; align-items: stretch; display: flex; flex-direction: column; flex: 1 1 0%; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;input_area&quot; style=&quot;background: rgb(247, 247, 247); border-radius: 4px; border: 1px solid rgb(207, 207, 207); line-height: 1.21429em; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot; highlight hl-ipython3&quot; style=&quot;background: transparent; border: none; margin: 0.4em; padding: 0px;&quot;&gt;
&lt;pre style=&quot;background-color: transparent; border-radius: 4px; border: none; color: #333333; font-size: inherit; line-height: inherit; padding: 0px; white-space: pre-wrap; word-break: break-all; word-wrap: break-word;&quot;&gt;&lt;span style=&quot;margin: 0px; padding: 0px;&quot;&gt;&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;g&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;sns&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;.&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;factorplot&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;x&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;s1&quot; style=&quot;color: #ba2121; margin: 0px; padding: 0px;&quot;&gt;&#39;sex&#39;&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;,&lt;/span&gt;
                &lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;y&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;s1&quot; style=&quot;color: #ba2121; margin: 0px; padding: 0px;&quot;&gt;&#39;survived&#39;&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;hue&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;s1&quot; style=&quot;color: #ba2121; margin: 0px; padding: 0px;&quot;&gt;&#39;pclass&#39;&lt;/span&gt; &lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;,&lt;/span&gt; &lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;kind&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;s1&quot; style=&quot;color: #ba2121; margin: 0px; padding: 0px;&quot;&gt;&#39;bar&#39;&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;data&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;titanic&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;)&lt;/span&gt;
&lt;span class=&quot;c1&quot; style=&quot;color: #408080; font-style: italic; margin: 0px; padding: 0px;&quot;&gt;# Fix up the labels&lt;/span&gt;
&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;g&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;.&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;set&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;xlabel&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;s1&quot; style=&quot;color: #ba2121; margin: 0px; padding: 0px;&quot;&gt;&#39;gender&#39;&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;ylabel&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;s1&quot; style=&quot;color: #ba2121; margin: 0px; padding: 0px;&quot;&gt;&#39;survived&#39;&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;,&lt;/span&gt; &lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;title&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;s1&quot; style=&quot;color: #ba2121; margin: 0px; padding: 0px;&quot;&gt;&#39;Gender, Class and Survival&#39;&lt;/span&gt;
&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;)&lt;/span&gt;

&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;plt&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;.&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;show&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;()&lt;/span&gt;
&lt;/pre&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class=&quot;output_wrapper&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: vertical; align-items: stretch; display: flex; flex-direction: column; margin: 0px; padding: 0px; position: relative;&quot;&gt;
&lt;div class=&quot;output&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: vertical; align-items: stretch; display: flex; flex-direction: column; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;output_area&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: horizontal; align-items: stretch; break-inside: avoid; display: flex; flex-direction: row; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;prompt&quot; style=&quot;font-family: monospace; line-height: 1.21429em; margin: 0px; min-width: 11ex; padding: 0px 0.4em; text-align: right;&quot;&gt;
&lt;/div&gt;
&lt;div class=&quot;output_png output_subarea &quot; style=&quot;-webkit-box-flex: 1; flex: 1 1 0%; margin: 0px; padding: 0.4em 0.4em 0px;&quot;&gt;
&lt;img 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Onz7bR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%0AgCuB/wReBT4cEU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style=&quot;border: 0px; height: auto; margin: 0px; max-width: 100%; padding: 0px; vertical-align: middle;&quot; /&gt;&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class=&quot;cell border-box-sizing code_cell rendered&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: vertical; align-items: stretch; background-color: white; border: 1px solid transparent; box-sizing: border-box; display: flex; flex-direction: column; font-family: &amp;quot;Helvetica Neue&amp;quot;, Helvetica, Arial, sans-serif; font-size: 14px; margin: 0px; outline: none; padding: 5px 5px 5px 0px; text-align: start; width: 928px;&quot;&gt;
&lt;div class=&quot;input&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: horizontal; align-items: stretch; break-inside: avoid; display: flex; flex-direction: row; margin: 0px; padding: 0px;&quot;&gt;
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In&amp;nbsp;[124]:&lt;/div&gt;
&lt;div class=&quot;inner_cell&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-flex: 1; -webkit-box-orient: vertical; align-items: stretch; display: flex; flex-direction: column; flex: 1 1 0%; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;input_area&quot; style=&quot;background: rgb(247, 247, 247); border-radius: 4px; border: 1px solid rgb(207, 207, 207); line-height: 1.21429em; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot; highlight hl-ipython3&quot; style=&quot;background: transparent; border: none; margin: 0.4em; padding: 0px;&quot;&gt;
&lt;pre style=&quot;background-color: transparent; border-radius: 4px; border: none; color: #333333; font-size: inherit; line-height: inherit; padding: 0px; white-space: pre-wrap; word-break: break-all; word-wrap: break-word;&quot;&gt;&lt;span style=&quot;margin: 0px; padding: 0px;&quot;&gt;&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;g&lt;/span&gt; &lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;=&lt;/span&gt; &lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;sns&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;.&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;factorplot&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;s2&quot; style=&quot;color: #ba2121; margin: 0px; padding: 0px;&quot;&gt;&quot;survived&quot;&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;,&lt;/span&gt; &lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;col&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;s2&quot; style=&quot;color: #ba2121; margin: 0px; padding: 0px;&quot;&gt;&quot;pclass&quot;&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;,&lt;/span&gt; &lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;col_wrap&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;mi&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;4&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;,&lt;/span&gt;
                    &lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;data&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;titanic&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;,&lt;/span&gt;
                    &lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;kind&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;s2&quot; style=&quot;color: #ba2121; margin: 0px; padding: 0px;&quot;&gt;&quot;count&quot;&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;,&lt;/span&gt; &lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;size&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;mf&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;4.5&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;,&lt;/span&gt; &lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;aspect&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;=.&lt;/span&gt;&lt;span class=&quot;mi&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;8&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;,)&lt;/span&gt;

&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;g&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;.&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;set_axis_labels&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;s2&quot; style=&quot;color: #ba2121; margin: 0px; padding: 0px;&quot;&gt;&quot;&quot;&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;,&lt;/span&gt; &lt;span class=&quot;s2&quot; style=&quot;color: #ba2121; margin: 0px; padding: 0px;&quot;&gt;&quot;Count&quot;&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;)&lt;/span&gt;
&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;g&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;.&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;set_xticklabels&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;([&lt;/span&gt;&lt;span class=&quot;s2&quot; style=&quot;color: #ba2121; margin: 0px; padding: 0px;&quot;&gt;&quot;Died&quot;&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;,&lt;/span&gt; &lt;span class=&quot;s2&quot; style=&quot;color: #ba2121; margin: 0px; padding: 0px;&quot;&gt;&quot;Alive&quot;&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;])&lt;/span&gt;
&lt;/pre&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
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Out[124]:&lt;/div&gt;
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EAAKvI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%0AMT3yLAAAAABJRU5ErkJggg==%0A&quot; 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&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class=&quot;cell border-box-sizing code_cell rendered&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: vertical; align-items: stretch; background-color: white; border: 1px solid transparent; box-sizing: border-box; display: flex; flex-direction: column; font-family: &amp;quot;Helvetica Neue&amp;quot;, Helvetica, Arial, sans-serif; font-size: 14px; margin: 0px; outline: none; padding: 5px 5px 5px 0px; text-align: start; width: 928px;&quot;&gt;
&lt;div class=&quot;input&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: horizontal; align-items: stretch; break-inside: avoid; display: flex; flex-direction: row; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;prompt input_prompt&quot; style=&quot;border-top: 1px solid transparent; color: navy; font-family: monospace; line-height: 1.21429em; margin: 0px; min-width: 11ex; padding: 0.4em; text-align: right;&quot;&gt;
In&amp;nbsp;[125]:&lt;/div&gt;
&lt;div class=&quot;inner_cell&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-flex: 1; -webkit-box-orient: vertical; align-items: stretch; display: flex; flex-direction: column; flex: 1 1 0%; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;input_area&quot; style=&quot;background: rgb(247, 247, 247); border-radius: 4px; border: 1px solid rgb(207, 207, 207); line-height: 1.21429em; margin: 0px; padding: 0px;&quot;&gt;
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&lt;pre style=&quot;background-color: transparent; border-radius: 4px; border: none; color: #333333; font-size: inherit; line-height: inherit; padding: 0px; white-space: pre-wrap; word-break: break-all; word-wrap: break-word;&quot;&gt;&lt;span style=&quot;margin: 0px; padding: 0px;&quot;&gt;&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;g&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;=&lt;/span&gt; &lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;sns&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;.&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;factorplot&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;s1&quot; style=&quot;color: #ba2121; margin: 0px; padding: 0px;&quot;&gt;&#39;pclass&#39;&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;s1&quot; style=&quot;color: #ba2121; margin: 0px; padding: 0px;&quot;&gt;&#39;survived&#39;&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;data&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;titanic&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;)&lt;/span&gt;
&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;g&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;.&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;set_axis_labels&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;s2&quot; style=&quot;color: #ba2121; margin: 0px; padding: 0px;&quot;&gt;&quot;Passenger Class&quot;&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;,&lt;/span&gt; &lt;span class=&quot;s2&quot; style=&quot;color: #ba2121; margin: 0px; padding: 0px;&quot;&gt;&quot;Survival Probability&quot;&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;)&lt;/span&gt;
&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;g&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;.&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;set_xticklabels&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;([&lt;/span&gt;&lt;span class=&quot;s2&quot; style=&quot;color: #ba2121; margin: 0px; padding: 0px;&quot;&gt;&quot;Class1&quot;&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;,&lt;/span&gt; &lt;span class=&quot;s2&quot; style=&quot;color: #ba2121; margin: 0px; padding: 0px;&quot;&gt;&quot;Class2&quot;&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;,&lt;/span&gt; &lt;span class=&quot;s2&quot; style=&quot;color: #ba2121; margin: 0px; padding: 0px;&quot;&gt;&quot;Class3&quot;&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;])&lt;/span&gt;
&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;g&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;.&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;set&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;ylim&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;mi&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;0&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;,&lt;/span&gt; &lt;span class=&quot;mi&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;1&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;))&lt;/span&gt;
&lt;/pre&gt;
&lt;/div&gt;
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Out[125]:&lt;/div&gt;
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IrTdJS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%0AnYUgAAAAAElFTkSuQmCC%0A&quot; style=&quot;border: 0px; height: auto; margin: 0px; max-width: 100%; padding: 0px; vertical-align: middle;&quot; /&gt;&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class=&quot;cell border-box-sizing text_cell rendered&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: horizontal; align-items: stretch; background-color: white; border: 1px solid transparent; box-sizing: border-box; display: flex; flex-direction: row; font-family: &amp;quot;Helvetica Neue&amp;quot;, Helvetica, Arial, sans-serif; font-size: 14px; margin: 0px; outline: none; padding: 0px; text-align: start; width: 928px;&quot;&gt;
&lt;div class=&quot;prompt input_prompt&quot; style=&quot;border-top: 1px solid transparent; color: navy; font-family: monospace; line-height: 1.21429em; margin: 0px; min-width: 11ex; padding: 0.4em; text-align: right;&quot;&gt;
&lt;/div&gt;
&lt;div class=&quot;inner_cell&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-flex: 1; -webkit-box-orient: vertical; align-items: stretch; display: flex; flex-direction: column; flex: 1 1 0%; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;text_cell_render border-box-sizing rendered_html&quot; style=&quot;border-style: none; box-sizing: border-box; margin: 0px; outline: none; padding: 0.5em 0.5em 0.5em 0.4em; resize: none; width: inherit;&quot;&gt;
&lt;div style=&quot;padding: 0px; text-align: justify;&quot;&gt;
&lt;strong style=&quot;margin: 0px; padding: 0px;&quot;&gt;Above plot and calculations shows that First Class had more chance of survival compared to Third Class.After First Class, the Second Class had more chance of survival.Third class had the least chance of survival&lt;/strong&gt;&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class=&quot;cell border-box-sizing text_cell rendered&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: horizontal; align-items: stretch; background-color: white; border: 1px solid transparent; box-sizing: border-box; display: flex; flex-direction: row; font-family: &amp;quot;Helvetica Neue&amp;quot;, Helvetica, Arial, sans-serif; font-size: 14px; margin: 0px; outline: none; padding: 0px; text-align: start; width: 928px;&quot;&gt;
&lt;div class=&quot;prompt input_prompt&quot; style=&quot;border-top: 1px solid transparent; color: navy; font-family: monospace; line-height: 1.21429em; margin: 0px; min-width: 11ex; padding: 0.4em; text-align: right;&quot;&gt;
&lt;/div&gt;
&lt;div class=&quot;inner_cell&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-flex: 1; -webkit-box-orient: vertical; align-items: stretch; display: flex; flex-direction: column; flex: 1 1 0%; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;text_cell_render border-box-sizing rendered_html&quot; style=&quot;border-style: none; box-sizing: border-box; margin: 0px; outline: none; padding: 0.5em 0.5em 0.5em 0.4em; resize: none; width: inherit;&quot;&gt;
&lt;div style=&quot;padding: 0px; text-align: justify;&quot;&gt;
Both Male and Female have higher chance of survival in the upper class as the data shows .&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class=&quot;cell border-box-sizing text_cell rendered&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: horizontal; align-items: stretch; background-color: white; border: 1px solid transparent; box-sizing: border-box; display: flex; flex-direction: row; font-family: &amp;quot;Helvetica Neue&amp;quot;, Helvetica, Arial, sans-serif; font-size: 14px; margin: 0px; outline: none; padding: 0px; text-align: start; width: 928px;&quot;&gt;
&lt;div class=&quot;prompt input_prompt&quot; style=&quot;border-top: 1px solid transparent; color: navy; font-family: monospace; line-height: 1.21429em; margin: 0px; min-width: 11ex; padding: 0.4em; text-align: right;&quot;&gt;
&lt;/div&gt;
&lt;div class=&quot;inner_cell&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-flex: 1; -webkit-box-orient: vertical; align-items: stretch; display: flex; flex-direction: column; flex: 1 1 0%; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;text_cell_render border-box-sizing rendered_html&quot; style=&quot;border-style: none; box-sizing: border-box; margin: 0px; outline: none; padding: 0.5em 0.5em 0.5em 0.4em; resize: none; width: inherit;&quot;&gt;
&lt;div style=&quot;padding: 0px; text-align: justify;&quot;&gt;
All bove plots shows that Higher Cabin class has more chance of survival&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class=&quot;cell border-box-sizing text_cell rendered&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: horizontal; align-items: stretch; background-color: white; border: 1px solid transparent; box-sizing: border-box; display: flex; flex-direction: row; font-family: &amp;quot;Helvetica Neue&amp;quot;, Helvetica, Arial, sans-serif; font-size: 14px; margin: 0px; outline: none; padding: 0px; text-align: start; width: 928px;&quot;&gt;
&lt;div class=&quot;prompt input_prompt&quot; style=&quot;border-top: 1px solid transparent; color: navy; font-family: monospace; line-height: 1.21429em; margin: 0px; min-width: 11ex; padding: 0.4em; text-align: right;&quot;&gt;
&lt;/div&gt;
&lt;div class=&quot;inner_cell&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-flex: 1; -webkit-box-orient: vertical; align-items: stretch; display: flex; flex-direction: column; flex: 1 1 0%; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;text_cell_render border-box-sizing rendered_html&quot; style=&quot;border-style: none; box-sizing: border-box; margin: 0px; outline: none; padding: 0.5em 0.5em 0.5em 0.4em; resize: none; width: inherit;&quot;&gt;
&lt;h2 style=&quot;color: inherit; font-family: inherit; font-size: 21.994px; line-height: 1; margin: 0.636em 0px 0px; padding: 0px; text-rendering: optimizeLegibility;&quot;&gt;
Second :Now we check the survival with the fares&lt;a class=&quot;anchor-link&quot; href=&quot;https://render.githubusercontent.com/view/ipynb?commit=0dbc74a51d6a42122d75e5e0981b6ca67c10e54c&amp;amp;enc_url=68747470733a2f2f7261772e67697468756275736572636f6e74656e742e636f6d2f726f6861696c6b68616e2f746974616e69635f646174615f616e616c797369732f306462633734613531643661343231323264373565356530393831623663613637633130653534632f546974616e696325323044617461253230616e616c797369732e6970796e62&amp;amp;nwo=rohailkhan%2Ftitanic_data_analysis&amp;amp;path=Titanic+Data+analysis.ipynb&amp;amp;repository_id=103937004&amp;amp;repository_type=Repository#Second-:Now-we-check-the-survival-with-the-fares&quot; style=&quot;color: #0088cc; margin: 0px; padding: 0px 20px; text-decoration-line: none; visibility: hidden;&quot;&gt;&lt;/a&gt;&lt;/h2&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class=&quot;cell border-box-sizing code_cell rendered&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: vertical; align-items: stretch; background-color: white; border: 1px solid transparent; box-sizing: border-box; display: flex; flex-direction: column; font-family: &amp;quot;Helvetica Neue&amp;quot;, Helvetica, Arial, sans-serif; font-size: 14px; margin: 0px; outline: none; padding: 5px 5px 5px 0px; text-align: start; width: 928px;&quot;&gt;
&lt;div class=&quot;input&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: horizontal; align-items: stretch; break-inside: avoid; display: flex; flex-direction: row; margin: 0px; padding: 0px;&quot;&gt;
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In&amp;nbsp;[126]:&lt;/div&gt;
&lt;div class=&quot;inner_cell&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-flex: 1; -webkit-box-orient: vertical; align-items: stretch; display: flex; flex-direction: column; flex: 1 1 0%; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;input_area&quot; style=&quot;background: rgb(247, 247, 247); border-radius: 4px; border: 1px solid rgb(207, 207, 207); line-height: 1.21429em; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot; highlight hl-ipython3&quot; style=&quot;background: transparent; border: none; margin: 0.4em; padding: 0px;&quot;&gt;
&lt;pre style=&quot;background-color: transparent; border-radius: 4px; border: none; color: #333333; font-size: inherit; line-height: inherit; padding: 0px; white-space: pre-wrap; word-break: break-all; word-wrap: break-word;&quot;&gt;&lt;span style=&quot;margin: 0px; padding: 0px;&quot;&gt;&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;fare&lt;/span&gt; &lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;=&lt;/span&gt; &lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;pd&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;.&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;qcut&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;titanic&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;[&lt;/span&gt;&lt;span class=&quot;s1&quot; style=&quot;color: #ba2121; margin: 0px; padding: 0px;&quot;&gt;&#39;fare&#39;&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;],&lt;/span&gt; &lt;span class=&quot;mi&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;4&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;)&lt;/span&gt;
&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;tt&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;titanic&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;.&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;pivot_table&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;s1&quot; style=&quot;color: #ba2121; margin: 0px; padding: 0px;&quot;&gt;&#39;survived&#39;&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;,[&lt;/span&gt;&lt;span class=&quot;s1&quot; style=&quot;color: #ba2121; margin: 0px; padding: 0px;&quot;&gt;&#39;sex&#39;&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;fare&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;])&lt;/span&gt;
&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;tt&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;.&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;plot&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;kind&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;s1&quot; style=&quot;color: #ba2121; margin: 0px; padding: 0px;&quot;&gt;&#39;bar&#39;&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;figsize&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;mi&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;15&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;mi&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;10&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;))&lt;/span&gt;
&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;plt&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;.&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;ylabel&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;s1&quot; style=&quot;color: #ba2121; margin: 0px; padding: 0px;&quot;&gt;&#39;survival probability&#39;&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;)&lt;/span&gt;
&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;plt&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;.&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;show&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;()&lt;/span&gt;
&lt;/pre&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
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&lt;div class=&quot;prompt&quot; style=&quot;font-family: monospace; line-height: 1.21429em; margin: 0px; min-width: 11ex; padding: 0px 0.4em; text-align: right;&quot;&gt;
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xI2QMA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%0AGfGIXgUAAAAASUVORK5CYII=%0A&quot; style=&quot;border: 0px; height: auto; margin: 0px; max-width: 100%; padding: 0px; vertical-align: middle;&quot; /&gt;&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class=&quot;cell border-box-sizing text_cell rendered&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: horizontal; align-items: stretch; background-color: white; border: 1px solid transparent; box-sizing: border-box; display: flex; flex-direction: row; font-family: &amp;quot;Helvetica Neue&amp;quot;, Helvetica, Arial, sans-serif; font-size: 14px; margin: 0px; outline: none; padding: 0px; text-align: start; width: 928px;&quot;&gt;
&lt;div class=&quot;prompt input_prompt&quot; style=&quot;border-top: 1px solid transparent; color: navy; font-family: monospace; line-height: 1.21429em; margin: 0px; min-width: 11ex; padding: 0.4em; text-align: right;&quot;&gt;
&lt;/div&gt;
&lt;div class=&quot;inner_cell&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-flex: 1; -webkit-box-orient: vertical; align-items: stretch; display: flex; flex-direction: column; flex: 1 1 0%; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;text_cell_render border-box-sizing rendered_html&quot; style=&quot;border-style: none; box-sizing: border-box; margin: 0px; outline: none; padding: 0.5em 0.5em 0.5em 0.4em; resize: none; width: inherit;&quot;&gt;
&lt;div style=&quot;padding: 0px; text-align: justify;&quot;&gt;
Above graph shows that people paying higher fare had more survival chance.This is because they were in Upper Class.We already showed that upper class had more chances of survival&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class=&quot;cell border-box-sizing text_cell rendered&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: horizontal; align-items: stretch; background-color: white; border: 1px solid transparent; box-sizing: border-box; display: flex; flex-direction: row; font-family: &amp;quot;Helvetica Neue&amp;quot;, Helvetica, Arial, sans-serif; font-size: 14px; margin: 0px; outline: none; padding: 0px; text-align: start; width: 928px;&quot;&gt;
&lt;div class=&quot;prompt input_prompt&quot; style=&quot;border-top: 1px solid transparent; color: navy; font-family: monospace; line-height: 1.21429em; margin: 0px; min-width: 11ex; padding: 0.4em; text-align: right;&quot;&gt;
&lt;/div&gt;
&lt;div class=&quot;inner_cell&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-flex: 1; -webkit-box-orient: vertical; align-items: stretch; display: flex; flex-direction: column; flex: 1 1 0%; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;text_cell_render border-box-sizing rendered_html&quot; style=&quot;border-style: none; box-sizing: border-box; margin: 0px; outline: none; padding: 0.5em 0.5em 0.5em 0.4em; resize: none; width: inherit;&quot;&gt;
&lt;div style=&quot;padding: 0px; text-align: justify;&quot;&gt;
&lt;strong style=&quot;margin: 0px; padding: 0px;&quot;&gt;I will divide age in two groups i.e 0-18 and 18-80 for females and males&lt;/strong&gt;&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class=&quot;cell border-box-sizing code_cell rendered&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: vertical; align-items: stretch; background-color: white; border: 1px solid transparent; box-sizing: border-box; display: flex; flex-direction: column; font-family: &amp;quot;Helvetica Neue&amp;quot;, Helvetica, Arial, sans-serif; font-size: 14px; margin: 0px; outline: none; padding: 5px 5px 5px 0px; text-align: start; width: 928px;&quot;&gt;
&lt;div class=&quot;input&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: horizontal; align-items: stretch; break-inside: avoid; display: flex; flex-direction: row; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;prompt input_prompt&quot; style=&quot;border-top: 1px solid transparent; color: navy; font-family: monospace; line-height: 1.21429em; margin: 0px; min-width: 11ex; padding: 0.4em; text-align: right;&quot;&gt;
In&amp;nbsp;[127]:&lt;/div&gt;
&lt;div class=&quot;inner_cell&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-flex: 1; -webkit-box-orient: vertical; align-items: stretch; display: flex; flex-direction: column; flex: 1 1 0%; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;input_area&quot; style=&quot;background: rgb(247, 247, 247); border-radius: 4px; border: 1px solid rgb(207, 207, 207); line-height: 1.21429em; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot; highlight hl-ipython3&quot; style=&quot;background: transparent; border: none; margin: 0.4em; padding: 0px;&quot;&gt;
&lt;pre style=&quot;background-color: transparent; border-radius: 4px; border: none; color: #333333; font-size: inherit; line-height: inherit; padding: 0px; white-space: pre-wrap; word-break: break-all; word-wrap: break-word;&quot;&gt;&lt;span style=&quot;margin: 0px; padding: 0px;&quot;&gt;&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;age&lt;/span&gt; &lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;=&lt;/span&gt; &lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;pd&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;.&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;cut&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;titanic&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;[&lt;/span&gt;&lt;span class=&quot;s1&quot; style=&quot;color: #ba2121; margin: 0px; padding: 0px;&quot;&gt;&#39;age&#39;&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;],&lt;/span&gt; &lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;[&lt;/span&gt;&lt;span class=&quot;mi&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;0&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;,&lt;/span&gt; &lt;span class=&quot;mi&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;18&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;,&lt;/span&gt; &lt;span class=&quot;mi&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;80&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;])&lt;/span&gt;
&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;fare&lt;/span&gt; &lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;=&lt;/span&gt; &lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;pd&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;.&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;qcut&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;titanic&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;[&lt;/span&gt;&lt;span class=&quot;s1&quot; style=&quot;color: #ba2121; margin: 0px; padding: 0px;&quot;&gt;&#39;fare&#39;&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;],&lt;/span&gt; &lt;span class=&quot;mi&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;2&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;)&lt;/span&gt;
&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;titanic_fare&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;titanic&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;.&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;pivot_table&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;s1&quot; style=&quot;color: #ba2121; margin: 0px; padding: 0px;&quot;&gt;&#39;survived&#39;&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;,&lt;/span&gt; &lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;[&lt;/span&gt;&lt;span class=&quot;s1&quot; style=&quot;color: #ba2121; margin: 0px; padding: 0px;&quot;&gt;&#39;sex&#39;&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;,&lt;/span&gt; &lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;age&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;],&lt;/span&gt; &lt;span class=&quot;s1&quot; style=&quot;color: #ba2121; margin: 0px; padding: 0px;&quot;&gt;&#39;class&#39;&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;aggfunc&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;s1&quot; style=&quot;color: #ba2121; margin: 0px; padding: 0px;&quot;&gt;&#39;mean&#39;&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;)&lt;/span&gt;
&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;titanic_fare&lt;/span&gt;
&lt;/pre&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class=&quot;output_wrapper&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: vertical; align-items: stretch; display: flex; flex-direction: column; margin: 0px; padding: 0px; position: relative;&quot;&gt;
&lt;div class=&quot;output&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: vertical; align-items: stretch; display: flex; flex-direction: column; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;output_area&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: horizontal; align-items: stretch; break-inside: avoid; display: flex; flex-direction: row; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;prompt output_prompt&quot; style=&quot;color: darkred; font-family: monospace; line-height: 1.21429em; margin: 0px; min-width: 11ex; padding: 0.4em; text-align: right;&quot;&gt;
Out[127]:&lt;/div&gt;
&lt;div class=&quot;output_html rendered_html output_subarea output_execute_result&quot; style=&quot;-webkit-box-flex: 1; flex: 1 1 0%; margin: 0px; overflow: scroll hidden; padding: 0.4em 0.4em 0px;&quot;&gt;
&lt;div style=&quot;margin: 0px; padding: 0px;&quot;&gt;
&lt;table border=&quot;1&quot; class=&quot;dataframe&quot; style=&quot;background-color: transparent; border-collapse: collapse; border-spacing: 0px; border: 1px solid rgb(0, 0, 0); margin: 0px; max-width: 100%; padding: 0px;&quot;&gt;&lt;thead style=&quot;margin: 0px; padding: 0px;&quot;&gt;
&lt;tr style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 0px;&quot;&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;&lt;/th&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;class&lt;/th&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;First&lt;/th&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;Second&lt;/th&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;Third&lt;/th&gt;&lt;/tr&gt;
&lt;tr style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 0px;&quot;&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;sex&lt;/th&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;age&lt;/th&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;&lt;/th&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;&lt;/th&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;&lt;/th&gt;&lt;/tr&gt;
&lt;/thead&gt;&lt;tbody style=&quot;margin: 0px; padding: 0px;&quot;&gt;
&lt;tr style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 0px;&quot;&gt;&lt;th rowspan=&quot;2&quot; style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot; valign=&quot;top&quot;&gt;female&lt;/th&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;(0, 18]&lt;/th&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;0.909091&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;1.000000&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;0.487805&lt;/td&gt;&lt;/tr&gt;
&lt;tr style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 0px;&quot;&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;(18, 80]&lt;/th&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;0.975904&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;0.903226&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;0.495050&lt;/td&gt;&lt;/tr&gt;
&lt;tr style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 0px;&quot;&gt;&lt;th rowspan=&quot;2&quot; style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot; valign=&quot;top&quot;&gt;male&lt;/th&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;(0, 18]&lt;/th&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;0.750000&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;0.500000&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;0.200000&lt;/td&gt;&lt;/tr&gt;
&lt;tr style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 0px;&quot;&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;(18, 80]&lt;/th&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;0.350427&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;0.086022&lt;/td&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;0.121622&lt;/td&gt;&lt;/tr&gt;
&lt;/tbody&gt;&lt;/table&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class=&quot;cell border-box-sizing code_cell rendered&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: vertical; align-items: stretch; background-color: white; border: 1px solid transparent; box-sizing: border-box; display: flex; flex-direction: column; font-family: &amp;quot;Helvetica Neue&amp;quot;, Helvetica, Arial, sans-serif; font-size: 14px; margin: 0px; outline: none; padding: 5px 5px 5px 0px; text-align: start; width: 928px;&quot;&gt;
&lt;div class=&quot;input&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: horizontal; align-items: stretch; break-inside: avoid; display: flex; flex-direction: row; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;prompt input_prompt&quot; style=&quot;border-top: 1px solid transparent; color: navy; font-family: monospace; line-height: 1.21429em; margin: 0px; min-width: 11ex; padding: 0.4em; text-align: right;&quot;&gt;
In&amp;nbsp;[128]:&lt;/div&gt;
&lt;div class=&quot;inner_cell&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-flex: 1; -webkit-box-orient: vertical; align-items: stretch; display: flex; flex-direction: column; flex: 1 1 0%; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;input_area&quot; style=&quot;background: rgb(247, 247, 247); border-radius: 4px; border: 1px solid rgb(207, 207, 207); line-height: 1.21429em; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot; highlight hl-ipython3&quot; style=&quot;background: transparent; border: none; margin: 0.4em; padding: 0px;&quot;&gt;
&lt;pre style=&quot;background-color: transparent; border-radius: 4px; border: none; color: #333333; font-size: inherit; line-height: inherit; padding: 0px; white-space: pre-wrap; word-break: break-all; word-wrap: break-word;&quot;&gt;&lt;span style=&quot;margin: 0px; padding: 0px;&quot;&gt;&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;titanic_fare&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;.&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;plot&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;kind&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;s1&quot; style=&quot;color: #ba2121; margin: 0px; padding: 0px;&quot;&gt;&#39;bar&#39;&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;figsize&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;mi&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;15&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;mi&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;10&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;))&lt;/span&gt;
&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;plt&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;.&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;ylabel&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;s1&quot; style=&quot;color: #ba2121; margin: 0px; padding: 0px;&quot;&gt;&#39;survival probability&#39;&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;)&lt;/span&gt;
&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;plt&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;.&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;xlabel&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;s1&quot; style=&quot;color: #ba2121; margin: 0px; padding: 0px;&quot;&gt;&#39;Female , Male and Fare distribution&#39;&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;)&lt;/span&gt;
&lt;/pre&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class=&quot;output_wrapper&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: vertical; align-items: stretch; display: flex; flex-direction: column; margin: 0px; padding: 0px; position: relative;&quot;&gt;
&lt;div class=&quot;output&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: vertical; align-items: stretch; display: flex; flex-direction: column; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;output_area&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: horizontal; align-items: stretch; break-inside: avoid; display: flex; flex-direction: row; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;prompt output_prompt&quot; style=&quot;color: darkred; font-family: monospace; line-height: 1.21429em; margin: 0px; min-width: 11ex; padding: 0.4em; text-align: right;&quot;&gt;
Out[128]:&lt;/div&gt;
&lt;div class=&quot;output_text output_subarea output_execute_result&quot; style=&quot;-webkit-box-flex: 1; flex: 1 1 0%; line-height: 1.21429em; margin: 0px; padding: 0.4em 0.4em 0px;&quot;&gt;
&lt;pre style=&quot;background-color: transparent; border-radius: 0px; border: 0px; font-size: inherit; line-height: inherit; padding: 0px; vertical-align: baseline; white-space: pre-wrap; word-break: break-all; word-wrap: break-word;&quot;&gt;&amp;lt;matplotlib.text.Text at 0xef0a1d0&amp;gt;&lt;/pre&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class=&quot;output_area&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: horizontal; align-items: stretch; break-inside: avoid; display: flex; flex-direction: row; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;prompt&quot; style=&quot;font-family: monospace; line-height: 1.21429em; margin: 0px; min-width: 11ex; padding: 0px 0.4em; text-align: right;&quot;&gt;
&lt;/div&gt;
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&lt;img 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AA6JCy%0ABwAA0CFlDwAAoEPKHgAAQIeUPQAAgA4pewAAAB1S9gAAADqk7AEAAHRI2QMAAOiQsgcAANAhZQ8A%0AAKBDyh4AAECHlD0AAIAOKXsAAAAdUvYAAAA6pOwBAAB0SNkDAADokLIHAADQIWUPAACgQ8oeAABA%0Ah5Q9AACADil7AAAAHVL2AAAAOqTsAQAAdEjZAwAA6JCyBwAA0KGBlr2qekZVXVNV11XVyRs4/siq%0AOq+qrqiqZVX1skHmAQAAmCkGVvaqalaSU5MclWSfJC+sqn3WO+2EJFe11hYmOSLJX1bVQwaVCQAA%0AYKYY5JW9Q5Jc11q7obV2Z5LPJTl6vXNaku2qqpJsm+TnSdYMMBMAAMCMMMiy95gkN66zvWJ037o+%0AnGRBkv9IsjTJ61trdw8wEwAAwIww7Alanp7k8iS7JTkwyYer6hHrn1RVx1fV4qpavHLlysnOCAAA%0AMO0MsuzdlGT3dbbnju5b18uSnNNGXJfkh0n2Xv+FWmunt9YWtdYW7bzzzgMLDAAA0ItBlr1Lk+xV%0AVfNHJ115QZJz1zvnx0memiRV9egk/z3JDQPMBAAAMCPMHtQLt9bWVNVrk1yYZFaST7bWllXVq0eP%0An5bkHUn+vqqWJqkkb2qt/WxQmQAAAGaKgZW9JGmtXZDkgvX2nbbO4/9IcuQgMwAAAMxEw56gBQAA%0AgAFQ9gAAADqk7AEAAHRI2QMAAOiQsgcAANAhZQ8AAKBDyh4AAECHlD0AAIAOKXsAAAAdUvYAAAA6%0ApOwBAAB0SNkDAADokLIHAADQIWUPAACgQ8oeAABAh5Q9AACADil7AAAAHVL2AAAAOqTsAQAAdEjZ%0AAwAA6JCyBwAA0KHZww4AAAzXvJPPH3aEey1/z7OGHQGgG67sAQAAdEjZAwAA6JCyBwAA0CFlDwAA%0AoEPKHgAAQIeUPQAAgA4pewAAAB1S9gAAADqk7AEAAHRI2QMAAOiQsgcAANAhZQ8AAKBDyh4AAECH%0AlD0AAIAOKXsAAAAdUvYAAAA6pOwBAAB0SNkDAADokLIHAADQIWUPAACgQ8oeAABAh5Q9AACADil7%0AAAAAHVL2AAAAOqTsAQAAdEjZAwAA6JCyBwAA0CFlDwAAoEPKHgAAQIeUPQAAgA4pewAAAB1S9gAA%0AADqk7AEAAHRI2QMAAOiQsgcAANAhZQ8AAKBDyh4AAECHlD0AAIAOKXsAAAAdUvYAAAA6pOwBAAB0%0ASNkDAADokLIHAADQIWUPAACgQ8oeAABAh5Q9AACADil7AAAAHVL2AAAAOqTsAQAAdEjZAwAA6JCy%0ABwAA0CFlDwAAoEPKHgAAQIeUPQAAgA4pewAAAB1S9gAAADqk7AEAAHRI2QMAAOiQsgcAANAhZQ8A%0AAKBDyh4AAECHlD0AAIAOKXsAAAAdUvYAAAA6pOwBAAB0SNkDAADokLIHAADQIWUPAACgQ5ste1V1%0AYlU9ajLCAAAAMDHGcmXv0UkuraqzquoZVVWDDgUAAMD4bLbstdbemmSvJJ9IclySa6vq3VX12AFn%0AAwAAYAuN6Z691lpL8pPRjzVJHpXkC1X1vgFmAwAAYAvN3twJVfX6JC9J8rMkf5vkpNbaXVW1VZJr%0Ak/zPwUYEAADgwRrLlb0dkhzTWnt6a+3s1tpdSdJauzvJszf1xNF7/K6pquuq6uSNnHNEVV1eVcuq%0A6hsP+isAAADgAcZS9vZsrf1o3R1VdWaStNau3tiTqmpWklOTHJVknyQvrKp91jtn+yQfSfL7rbV9%0AkzzvwcUHAABgQ8ZS9vZdd2O0xB08hucdkuS61toNrbU7k3wuydHrnfOiJOe01n6cJK21n47hdQEA%0AANiMjZa9qvrTqlqd5ICq+sXox+okP03yT2N47cckuXGd7RWj+9b1uCSPqqqvV9WSqnrJRrIcX1WL%0Aq2rxypUrx/CpAQAAZraNlr3W2v/XWtsuyftba48Y/diutbZja+1PJ+jzz87IVcJnJXl6kj+rqsdt%0AIMvprbVFrbVFO++88wR9agAAgH5tdDbOqtq7tfb9JGdX1UHrH2+tXbaZ174pye7rbM8d3beuFUlW%0AtdZ+leRXVfXNJAuT/GAs4QEAANiwTS298D+SvDLJX27gWEvylM289qVJ9qqq+RkpeS/IyD166/qn%0AJB+uqtlJHpLk0CT/awy5AQAA2ISNlr3W2itH/33ylrxwa21NVb02yYVJZiX5ZGttWVW9evT4aa21%0Aq6vqq0m+l+TuJH/bWrtySz4fAAAA99nUMM5jNvXE1to5m3vx1toFSS5Yb99p622/P8n7N/daAAAA%0AjN2mhnH+3iaOtSSbLXsAAAAMx6aGcb5sMoMAAAAwcTY1jPOPWmv/UFV/sqHjrbW/GlwsAAAAxmNT%0AwzgfPvrvdpMRBAAAgImzqWGcHxv99y8mLw4AAAATYavNnVBVe1bVeVW1sqp+WlX/VFV7TkY4AAAA%0Atsxmy16SzyQ5K8muSXZLcnaSzw4yFAAAAOMzlrL3sNbama21NaMf/5BkzqCDAQAAsOU2NRvnDqMP%0Av1JVJyf5XEbW13t+1lsoHQAAgKllU7NxLslIuavR7Vetc6wl+dNBhQIAAGB8NjUb5/zJDAIAAMDE%0A2dSVvXtV1X5J9sk69+q11s4YVCgAAADGZ7Nlr6r+PMkRGSl7FyQ5KsnFSZQ9AACAKWoss3E+N8lT%0Ak/yktfayJAuTPHKgqQAAABiXsZS921trdydZU1WPSPLTJLsPNhYAAADjMZZ79hZX1fZJPp6RGTp/%0AmeSSgaYCAABgXDZb9lprrxl9eFpVfTXJI1pr3xtsLAAAAMZjrLNxHpPkdzKyvt7FSZQ9AACAKWyz%0A9+xV1UeSvDrJ0iRXJnlVVZ066GAAAABsubFc2XtKkgWttZYkVfWpJMsGmgoAAIBxGctsnNcl2WOd%0A7d1H9wEAADBFbfTKXlWdl5F79LZLcnVV/fvooUOS/PvGngcAAMDwbWoY5wcmLQUAAAATaqNlr7X2%0AjXseV9Wjkzx+dPPfW2s/HXQwAAAAttxYZuP8w4wM23xekj9M8m9V9dxBBwMAAGDLjWU2zrckefw9%0AV/OqauckX0vyhUEGAwAAYMuNZTbOrdYbtrlqjM8DAABgSMZyZe+rVXVhks+Obj8/yQWDiwQAAMB4%0AbbbstdZOqqpjkvzO6K7TW2v/ONhYAAAAjMcmy15VzUrytdbak5OcMzmRAAAAGK9N3nvXWlub5O6q%0AeuQk5QEAAGACjOWevV8mWVpV/zvJr+7Z2Vp73cBSAQAAMC5jKXvnxBBOAACAaWUsE7R8qqoekmTv%0AJC3JNa21OweeDAAAgC222bJXVc9M8rEk1yepJPOr6lWtta8MOhwAAABbZizDOP8qyZNba9clSVU9%0ANsn5SZQ9AACAKWqTs3GOWn1P0Rt1Q5LVA8oDAADABBjLlb3FVXVBkrMycs/e85JcOrrQelprJm8B%0AAACYYsZS9uYk+c8kh49ur0yyTZLfy0j5U/YAAACmmLHMxvmyyQgCAADAxBnLPXsAAABMM8oeAABA%0Ah5Q9AACADm30nr2q+pNNPbG19lcTHwcAAICJsKkJWrabtBQAAABMqI2WvdbaX0xmEAAAACbOZpde%0AqKo5SV6RZN+MrLmXJGmtvXyAuQCAmeiURw47wX1OuXXYCQDGZSwTtJyZZJckT0/yjSRzk6weZCgA%0AAADGZyxl7zdba3+W5FettU8leVaSQwcbCwAAgPHY7DDOJHeN/ntLVe2X5CdJ/tvgIgEwEfb/1P7D%0AjpAkWfrSpcOOAAAz0ljK3ulV9agkf5bk3CTbjj4GAABgihpL2fu71trajNyvt+eA8wAAADABxlL2%0AflhVX03y+SQXtdbagDPBlBl+lhiCBgDA9DSWCVr2TvK1JCckWV5VH66q3xlsLAAAAMZjs2WvtXZb%0Aa+2s1toxSQ5M8oiMDOkEAABgihrLlb1U1eFV9ZEkSzKysPofDjQVAAAA47LZe/aqanmS7yY5K8lJ%0ArbVfDToUAAAA4zOWCVoOaK39YuBJAAAAmDAbLXtV9T9ba+9L8q6qesAMnK211w00GQAAAFtsU1f2%0Arh79d/FkBAEAAGDibLTstdbOG324tLV22STlAQAAYAKMZTbOv6yqq6vqHVW138ATAQAAMG5jWWfv%0AyUmenGRlko9V1dKqeuvAkwEAALDFxrTOXmvtJ621DyV5dZLLk7xtoKkAAAAYl82WvapaUFWnVNXS%0AJH+T5NtJ5g48GQAAAFtsLOvsfTLJ55I8vbX2HwPOAwAAwATYZNmrqllJftha++tJygMAAMAE2OQw%0Aztba2iS7V9VDJikPAAAAE2Aswzh/mORbVXVukl/ds7O19lcDSwUAAMC4jKXsXT/6sVWS7QYbBwAA%0AgImw2bLXWvuLyQgCAADAxNls2auqf0nS1t/fWnvKQBIBAAAwbmMZxvnGdR7PSfIHSdYMJg4AAAAT%0AYSzDOJest+tbVfXvA8oDAADABBjLMM4d1tncKsnBSR45sEQAAACM21iGcS7JyD17lZHhmz9M8opB%0AhgIAAGB8xjKMc/5kBAEAAGDibLW5E6rqeVW13ejjt1bVOVV10OCjAQAAsKU2W/aS/FlrbXVV/U6S%0ApyX5RJKPDjYWAAAA4zGWsrd29N9nJTm9tXZ+kocMLhIAAADjNZayd1NVfSzJ85NcUFUPHePzAAAA%0AGJKxlLY/THJhkqe31m5JskOSkwaaCgAAgHEZy2yctyU5Z53tm5PcPMhQAAAAjI/hmAAAAB1S9gAA%0AADqk7AEAAHRI2QMAAOiQsgcAANAhZQ8AAKBDyh4AAECHlD0AAIAOKXsAAAAdUvYAAAA6pOwBAAB0%0AaKBlr6qeUVXXVNV1VXXyJs57fFWtqarnDjIPAADATDGwsldVs5KcmuSoJPskeWFV7bOR896b5J8H%0AlQUAAGCmGeSVvUOSXNdau6G1dmeSzyU5egPnnZjki0l+OsAsAAAAM8ogy95jkty4zvaK0X33qqrH%0AJHlOko8OMAcAAMCMM+wJWj6Y5E2ttbs3dVJVHV9Vi6tq8cqVKycpGgAAwPQ1e4CvfVOS3dfZnju6%0Ab12LknyuqpJkpyTPrKo1rbUvrXtSa+30JKcnyaJFi9rAEgMAAHRikGXv0iR7VdX8jJS8FyR50bon%0AtNbm3/O4qv4+yZfXL3oAAAA8eAMre621NVX12iQXJpmV5JOttWVV9erR46cN6nMDAADMdIO8spfW%0A2gVJLlhv3wZLXmvtuEFmAQAAmEmGPUELAAAAA6DsAQAAdEjZAwAA6JCyBwAA0CFlDwAAoEPKHgAA%0AQIeUPQAAgA4pewAAAB1S9gAAADqk7AEAAHRI2QMAAOiQsgcAANAhZQ8AAKBDyh4AAECHlD0AAIAO%0AKXsAAAAdUvYAAAA6pOwBAAB0SNkDAADokLIHAADQodnDDgAAANPZvJPPH3aEey1/z7OGHYEpxJU9%0AAACADil7AAAAHVL2AAAAOqTsAQAAdEjZAwAA6JCyBwAA0CFlDwAAoEPKHgAAQIeUPQAAgA4pewAA%0AAB1S9gAAADqk7AEAAHRI2QMAAOiQsgcAANAhZQ8AAKBDyh4AAECHlD0AAIAOKXsAAAAdUvYAAAA6%0ApOwBAAB0SNkDAADokLIHAADQIWUPAACgQ8oeAABAh5Q9AACADil7AAAAHVL2AAAAOqTsAQAAdEjZ%0AAwAA6JCyBwAA0CFlDwAAoEPKHgAAQIeUPQAAgA4pewAAAB1S9gAAADqk7AEAAHRI2QMAAOiQsgcA%0AANAhZQ8AAKBDyh4AAECHlD0AAIAOKXsAAAAdUvYAAAA6pOwBAAB0SNkDAADokLIHAADQIWUPAACg%0AQ8oeAABAh5Q9AACADil7AAAAHVL2AAAAOqTsAQAAdEjZAwAA6JCyBwAA0CFlDwAAoEPKHgAAQIeU%0APQAAgA4pewAAAB1S9gAAADqk7AEAAHRI2QMAAOiQsgcAANAhZQ8AAKBDyh4AAECHlD0AAIAOKXsA%0AAAAdUvYAAAA6pOwBAAB0SNkDAADokLIHAADQIWUPAACgQ8oeAABAh5Q9AACADil7AAAAHRpo2auq%0AZ1TVNVV1XVWdvIHjL66q71XV0qr6dlUtHGQeAACAmWJgZa+qZiU5NclRSfZJ8sKq2me9036Y5PDW%0A2v5J3pHk9EHlAQAAmEkGeWXvkCTXtdZuaK3dmeRzSY5e94TW2rdba/81uvmdJHMHmAcAAGDGmD3A%0A135MkhvX2V6R5NBNnP+KJF/Z0IGqOj7J8Umyxx57TFQ+AICN2v9T+w87wr2WvnTpsCMA09CUmKCl%0Aqp6ckbKLfXt/AAAcAUlEQVT3pg0db62d3lpb1FpbtPPOO09uOAAAgGlokFf2bkqy+zrbc0f33U9V%0AHZDkb5Mc1VpbNcA8AAAAM8Ygr+xdmmSvqppfVQ9J8oIk5657QlXtkeScJMe21n4wwCwAAAAzysCu%0A7LXW1lTVa5NcmGRWkk+21pZV1atHj5+W5G1JdkzykapKkjWttUWDygQAADBTDHIYZ1prFyS5YL19%0Ap63z+I+T/PEgMwAAAMxEU2KCFgAAACaWsgcAANAhZQ8AAKBDyh4AAECHlD0AAIAOKXsAAAAdUvYA%0AAAA6pOwBAAB0SNkDAADokLIHAADQIWUPAACgQ8oeAABAh5Q9AACADil7AAAAHVL2AAAAOqTsAQAA%0AdEjZAwAA6JCyBwAA0CFlDwAAoEPKHgAAQIeUPQAAgA4pewAAAB1S9gAAADqk7AEAAHRI2QMAAOiQ%0AsgcAANAhZQ8AAKBDyh4AAECHlD0AAIAOKXsAAAAdUvYAAAA6pOwBAAB0SNkDAADokLIHAADQIWUP%0AAACgQ7OHHQAAAOjP/p/af9gR7rX0pUuHHWEoXNkDAADokLIHAADQIWUPAACgQ8oeAABAh5Q9AACA%0ADil7AAAAHVL2AAAAOqTsAQAAdEjZAwAA6JCyBwAA0CFlDwAAoEPKHgAAQIeUPQAAgA4pewAAAB1S%0A9gAAADqk7AEAAHRI2QMAAOjQ7GEHAAAAJsgpjxx2gvvM32PYCWY8V/YAAAA6pOwBAAB0SNkDAADo%0AkLIHAADQIWUPAACgQ8oeAABAh5Q9AACADil7AAAAHVL2AAAAOqTsAQAAdEjZAwAA6JCyBwAA0CFl%0ADwAAoEPKHgAAQIeUPQAAgA4pewAAAB1S9gAAADqk7AEAAHRI2QMAAOiQsgcAANAhZQ8AAKBDyh4A%0AAECHlD0AAIAOKXsAAAAdUvYAAAA6pOwBAAB0SNkDAADokLIHAADQIWUPAACgQ8oeAABAh5Q9AACA%0ADil7AAAAHVL2AAAAOqTsAQAAdEjZAwAA6JCyBwAA0CFlDwAAoEPKHgAAQIeUPQAAgA4pewAAAB0a%0AaNmrqmdU1TVVdV1VnbyB41VVHxo9/r2qOmiQeQAAAGaKgZW9qpqV5NQkRyXZJ8kLq2qf9U47Ksle%0Aox/HJ/nooPIAAADMJIO8sndIkutaaze01u5M8rkkR693ztFJzmgjvpNk+6radYCZAAAAZoRBlr3H%0AJLlxne0Vo/se7DkAAAA8SLOHHWAsqur4jAzzTJJfVtU1w8zTq5q4l9opyc/G9xJXTkiQiVDHTeB3%0Ahu5N0P+WCXgPJVPlfeQ9xIPhPbRh3keMld/nNqzD99BvjOWkQZa9m5Lsvs723NF9D/actNZOT3L6%0ARAdkMKpqcWtt0bBzwHTlPQTj4z0E4+d91IdBDuO8NMleVTW/qh6S5AVJzl3vnHOTvGR0Vs7fTnJr%0Aa+3mAWYCAACYEQZ2Za+1tqaqXpvkwiSzknyytbasql49evy0JBckeWaS65LcluRlg8oDAAAwkwz0%0Anr3W2gUZKXTr7jttncctyQmDzMBQGHIL4+M9BOPjPQTj533UgRrpWwAAAPRkkPfsAQAAMCTKHgAA%0AQIemxTp7ADNBVT0qyW5Jbk+yvLV295AjwbRTVQ9Pckdrbe2wswAMm3v2GLeqmpuRpTWemPt+Ub0y%0AyflJvuIXVti4qnpkRiaqemGShyRZmWROkkcn+U6Sj7TW/mV4CWFqq6qtMvIz6MVJHp/k10kempHF%0AoM9P8rHW2nXDSwjTQ1X9tySH5f6/yy32e9z0puwxLlX1d0kek+TLSRYn+WlGflF9XJInJzk4ycmt%0AtW8OLSRMYVX1v5OckeS81tot6x07OMmxSZa21j4xjHww1VXVN5J8Lck/Jbnynl9Mq2qHjPwcelGS%0Af2yt/cPwUsLUVVVPTnJykh2SfDf3/13usUm+kOQvW2u/GFpItpiyx7hU1X6ttSs3cfwhSfbwV1UA%0ABqGqtm6t3TXec2Cmqqr3J/mb1tqPN3BsdpJnJ5nVWvvipIdj3JQ9gCGqqmPGcNodo+uWAuupqoPG%0AcNpdrbWlAw8DMMUoe4xLVW3ukn4lubm19rjJyAPTTVWtysjws9rEaU9qrT12kiLBtFJVq5Ncmk2/%0Ah+a31uZNTiKYXqrqQ2M47dbW2p8NPAwTzmycjNf1rbXf2tQJVfXdyQoD09BXWmsv39QJVeVeI9i4%0AS1trT9nUCVV10WSFgWno6CRv28w5JydR9qYhV/YYl6ras7V2w3jPAQBg8lXVG1prHxzvOUxNyh4T%0Arqp2aq39bNg5YLoYXX7hGRmZ2TZJbkpy4fqzcwIbVlV7JPlFa+2WqpqXZFGS729qAjGAmWCrYQdg%0Aequqo6rqh1V1cVX9VlUtS/JvVbWiqp467Hww1VXVS5JcluSIJA8b/XhykiWjx4BNqKqTk3wjyXeq%0A6o+TfDXJUUk+X1V/MtRwME1U1dOr6qNVde7ox0er6hnDzsX4ubLHuFTV5RlZDHr7jKy196zW2neq%0AakGST7fWxjJLGsxYVXVNkkM3sMbeo5L8m8mNYNNG/8i4KCN/KFmeZM/W2sqqenhG3kP7DTMfTHVV%0A9cGMrKl3RpIVo7vnJnlJkmtba68fVjbGzwQtjNfdrbWrk6SqbmutfSdJWmtXV5Urx7B5lWRDf3W7%0AO5ueXRAYsba1dntV3Znk9iSrkqS19qsqbyEYg2du6A+LVfX5JD9IouxNY8oe43VLVb0qySOS/FdV%0A/b9JzkrytCS/HGoymB7eleSyqvrnJDeO7tsjye8mecfQUsH0cVlVfSbJw5P8/0k+VVVfTfKUJFcN%0ANRlMD3dU1eNba5eut//xSe4YRiAmjmGcjEtV7Z7krRm5CvEXGRnS+YokP0ryxnuu+gEbV1U7JDky%0AD5yg5b+Glwqmh6qaneR5GblC/oUkhyR5UZIfJzm1tfarIcaDKa+qDkry0STb5b5hnLsnuTXJCa21%0AJcPKxvgpewBTjBltAZhsVbVL1vmjY2vtJ8PMw8RwTxUDU1WbW6ATZjwz2sLgVNVXhp0BpoPR5Uvu%0AGL2KtyrJ71TVvkOOxQRwZY+Bqaoft9b2GHYOmMrMaAvjMzoEbYOHkny5tbbrZOaB6WZ0+ZJXJfl1%0Akg8keWOSbyX57SSfaK391RDjMU4maGFcquoXGzuUZJvJzALTlBltYXwuzcg6exuaenP7Sc4C09Gx%0ASfbJRpYvSaLsTWPKHuN1S5LHt9b+c/0DVXXjBs4H7s+MtjA+Vyd5VWvt2vUP+DkEY2L5ko4pe4zX%0AGUl+I8kDyl6Sz0xyFpiOXpr7ZrQ9MiNDOi/MyIy2rxxiLpguTsnG5yA4cRJzwHRl+ZKOuWcPAABm%0AKMuX9E3ZAwAA6JCb/wEAADqk7AEAAHRI2QOYgqrq6Ko6dNg5YLqqqkVVtduwcwAMk9k4GYiqunr0%0A4amttQ8PNQxMT4cm2b+qZrfWjhp2GJiGTkxyQFX9oLX2/GGHgemmqt6d5NYkf9taWzXsPGwZE7Qw%0AMFW1Y5Lfbq2dP+wsAMxMVbVda231sHPAdFNV/3eSxyZZ2Fp7ybDzsGWUPSZMVe2QJK21nw87C0wn%0AVfWkJP/ZWrumqg5L8oQkV/tDCYxNjaz8fEiSx4zuuinJvze/5AAznLLHuFTVHknel+SpSW5JUkke%0AkeSiJCe31pYPLx1MfVX1wYz8kjo7I4upPzXJV5IcnuS7rbWThhgPpryqOjLJR5Jcm5GSlyRzk/xm%0Akte01v55WNlgOhj9Y/1rk/xHkk8keXNG/+iY5N2ttf8aYjzGSdljXKrqkiQfTPKF1tra0X2zMrI4%0A5xtaa789zHww1VXVsiT7JdkmI7+oPqa1dltVbZ2RsrffUAPCFDd6j/hR6/9xsarmJ7mgtbZgKMFg%0AmqiqC5Iszcgf6xeMPj4rye9mZAjn0UOMxziZoIXx2qm19vl1d4yWvs9V1TuGlAmmk9Zaa1V19z3b%0Ao//eHTMmw1jMTrJiA/tvSrL1JGeB6Wi31tozR4dDr2itHTG6/1+r6vIh5mICKHuM15Kq+kiSTyW5%0AcXTf7klemuS7Q0sF08f5VfWvSeYk+dskZ1XVdzIyjPObQ00G08Mnk1xaVZ/L/X8OvSAjQ9KATduq%0Aqh6VZLsk21bVvNba8tGJ9h4y5GyMk2GcjEtVPSTJK5IcnftujF+R5Lwkn2it/XpY2WC6qKonZOQK%0A33eq6rFJnpPkxxkZHn33pp8NVNWC3P/n0E1Jzm2tXTW8VDA9VNULM3JLTpK8Jsn/k5FRJvsk+YvW%0A2unDysb4KXsAADCDjc63UK21NVU1O8mBSW5qrd085GiMk/tBGJeqeus9Sy5s5PhTqurZk5kJelFV%0AS4edAaa6qjqvqn5vdFKj9Y/tWVVvr6qXDyMbTBettbWttTWjj9e01ha31m6uqr2HnY3xcc8e47U0%0AyXlVdUeSy5KszMi9R3tl5K9CX0vy7uHFg6mtqo7Z2KEku0xmFpimXpnkT5J8sKp+nvt+Ds1Lcn2S%0AD7fW/ml48WBa++ckeww7BFvOME4mRFXtleSwJLsmuT0ja7N8s7V2+1CDwRRXVXcl+XTum4VzXc9t%0ArW03yZFg2qqqebnv59APWmu3DTUQTANV9aGNHUry0tbaIyYzDxNL2QMYoqpakpEfpldu4NiNrbXd%0AhxALgBmiqlYn+R9JNjSp3l+21naa5EhMIMM4AYbrDUl+sZFjz5nMIADMSJcmubK19u31D1TVKZMf%0Ah4nkyh4AAMxQoxPt3WHYc5/MxgkwRGa0BWCYWms/V/T6ZRgnA1FVr0myKskX75nKF9ggM9rCAFTV%0Ap5LcluTUDd0TC4yoqvOSnJ7kq621u9Y7tmeS45Isb619cgjxGCfDOBmIqjohyd5JfqO19vvDzgNT%0AnRltYWJV1eMzMmX8Ia21Nw07D0xVVbVLRpYv+YMkli/pjLIHAHSjqh5mSBpsGcuX9Mc9e0yIqnp0%0AVX2iqr4yur1PVb1i2LkAmBmq6v+qqquSfH90e2FVfWTIsWBaaa0tb61d0lq7XNHrg7LHRPn7JBcm%0A2W10+wcZmVIeACbD/0ry9IzcL57W2hVJnjTURABDpuwxUXZqrZ2V5O4kGZ2UZe1wIwEwk7TWblxv%0Al59DwIym7DFRflVVOyZpSVJVv53k1uFGgumrql5TVc+vqv/T3r0HSVaWdxz//rgFdAUqSCxEyAIl%0AJogLCwEDclksQmIhUAiUobYUJZWCSBaiUaGkKkJMiUo0AkIwAYXEDRBMwJWEQMJNVLIgLLDIRcOl%0AXJFEJEEEWV3hyR/njPQOM7Nz6dmz3fv9VE3N9Ntnzvl192x1P/ue87x2TZYmZ0WSfYFKsnGSD9I0%0AOpKk9ZbFnvrlA8ASYKck3wD+DljUbSRpoAXYD/jnroNIA+JE4CRgW+BxmqVLTuo0kTTAklya5K+T%0A7Np1Fk2f3TjVN+0MxBtoPqQ+NHqtFkmSJA0Gly8ZDhZ7mpEk75jo/qpyVkKahCSvoVk8/bVV9bYk%0AuwD7VNXFHUeT1mlJzqO9hGAsVXXyWowjDTyXLxkuXguimTpsgvsKT0GTJusS4IvA6e3t7wBXABZ7%0A0sS+1XUAaRi017xeBMwBtk+yG3BCVb2v22SaCWf2JGkdkOSOqtorybKqmt+O3V1Vu3edTZI0/JIs%0ABY4GlvS8D91XVV6zN8Cc2VPfJDkUeCOw6chYVf15d4mkgWJHW2kGkmwNnArswurvQ2/tLJQ0YKpq%0ARZLeIZcvGXAWe+qLJBcCrwAOojkF4Gjg9k5DSYNldEfbrWn+HUmanMU0pz4fStOZ8zjgyU4TSYNl%0AteVLgFNw+ZKB52mc6osk91bVvJ7vc4Brq2r/rrNJg8KOttL0JbmzqvYceR9qx+6oqr26ziYNgiSv%0ABs4BDqZ5H7oeOKWqnuo0mGbEmT31y/Pt958meS3wFLBNh3mkgTBBR9udk9jRVpq8kf8ceaK9rOAH%0AwK92mEcaKFX1I2Bh1znUXxZ76pdrkmwJnA3cRXPd0UXdRpIGgh1tpf74iyRbAH8KnAdsDry/20jS%0Aus/lS4abp3Gq75L8CrBpVdlcQpIkaR2W5LiJ7q+qS9dWFvWfxZ76IsmGNBfFz6VnxriqPtNVJmnQ%0A2NFWmr4kOwCLePn70OFdZZKkrnkap/rlq8BKYDnwYsdZpIFjR1tpxq4GLqZ5P/J9SJoily8ZThZ7%0A6pfXjXQ/kzQt+/Z0tD0zyaeBa7sOJQ2QlVV1btchpAHm8iVDaIOuA2hoXJvkkK5DSANsdEfbVdjR%0AVpqKc5J8NMk+SfYY+eo6lDRAtqqqi4FVVXVLVR0POKs34JzZU7/8J3BVkg1oPqQGqKravNtY0sCw%0Ao600M28C3kXz4XTkNM7CD6vSZLl8yRCyQYv6IsmjwBHA8vKPSpoRO9pKU5fkv4BdqurnXWeRBlGS%0AtwO3Atvx0vIlZ1bVkk6DaUac2VO/rADus9CTpmesjrbtoup2tJUm5z5gS+CHXQeRBlFVXdP++GOa%0AZmEaAhZ76pdHgJuTXAv8bGTQD6rSpNnRVpqZLYEHk9zB6u9DLr0gTYLLlwwniz31y6Pt1ybtl6Sp%0AsaOtNDMf7TqANOBcvmQIec2e+irJK6rqp13nkAZNkk8CN1TV9V1nkQZJkqzpEoLJbCOt75Israo3%0Ad51D/eXSC+qLttX1/cCD7e3dklzQcSxpkIx0tH0+yTNJfpLkma5DSQPgpiSLkmzfO5hkkyRvTXIp%0AzXphkibm8iVDyJk99UWSpcDRwJKqmt+O3VdVu3abTBoMdrSVpifJpsDxwEJgB+BpYDOa/9C+Hrig%0AqpZ1l1AaDEnOolm+5GF6li+pKpcvGWBes6e+qaoVSXqHXugqizSA7GgrTUNVrQQuAC5IsjHwauD5%0Aqnq622TSwDkG2NHlS4aLxZ76ZUWSfYFq32xPAR7oOJM0SOxoK81QVa0Cnug6hzSgXL5kCFnsqV9O%0ABM4BtgUepzl15qROE0mDxY62kqQuuXzJEPKaPc1Ikk9W1alJjqmqK7vOIw06O9pKkrqQ5MCxxqvq%0AlrWdRf1jsacZSbIcmAfcWVV2bJKmKck+NOsbzamq7ZPsBpxQVe/rOJokaYi5fMlwc+kFzdS/Af8H%0AzOttF2/beGnKPgv8LvAUQFXdAxzQaSJJ0vrA5UuGmMWeZqSqPlRVWwL/UlWbV9Wrer93nU8aJFW1%0AYtSQHW0lSbPt92jeby5L8oMk97fLAX0XOBb4bFVd0mVATZ8NWjQjI9P6VXXEmrZZm7mkAWRHW0nS%0AWufyJcPNmT3NlFP/Un+cSNPBdqSj7e7Y0VaStBZV1aqqesJCb3jYoEUzkmRT4HhgIbAD8DSwKbAh%0AzfILF1TVsu4SSus2O9pKkqTZYrGnvnHqX5o6O9pKkqTZ4jV76puqWgU80XUOacCMdLSd03awDVAj%0A3210JEmSpsuZPUlaByT5ykSNjiRJkqbKYk+SOuRitpIkabbYjVOSumVHW0mSNCuc2ZOkDtnRVpIk%0AzRaLPUlaR9jRVpIk9ZPFniRJkiQNIa/ZkyRJkqQhZLEnSZIkSUPIYk+ShlCSF5Lc3fM1dxaP9Z4k%0An+vTvirJl3pub5TkySTXrOH3Fqxpm35KMjfJfeOMPz/qud9klrP88vlPcmKSd0+w7YIk+05w/+FJ%0ATmt/viTJ0VPM8pFRt785ld+XJPXXRl0HkCTNiueraveuQ0zDc8CuSTarqueB3wEe7zjTVD08nec+%0AyUZV9YuZHLiqLlzDJguAZ4GXFWHt8ZcAS2YQ4SPAx3vyjFtYSpJmnzN7krSeSLJhkrOT3JHk3iQn%0AtOMLktyS5CtJHknyiSQLk9yeZHmSndrtDkuyNMmyJP+R5DVjHGPrJP/UHuOOJG+ZRtR/BQ5tfz4W%0AuKxn/3snua3N8M0kbxgjwyuTfKHNvyzJEWNsMyfJDUnuah/jEe343CQPJPnbJN9Ocn2Szdr79kxy%0AT5J7gJOm8oDGy93Oyi1JciNwQzv2oZ7X6Mxx9vfeJN9Jcjvwlp7xM5J8sP355CT3t/u5vJ3dPRF4%0AfzvjuH87e3dhkqXAp8aYpT04ybfaY729J/Pneo55Tfs39Algs3bfi9v7nm2/p/3bu699vt/Zji9I%0AcnOSLyd5MMniJJnKcytJGp/FniQNp5EP3Xcnuaod+wPgx1W1F7AX8IdJdmjv242mEPhN4F3AzlW1%0AN3ARsKjd5uvAb1fVfOBy4MNjHPcc4K/aYxzV/v5UXQ78fpo1COcBS3vuexDYv83wZ/TMIvU4Hbix%0AzX8QcHaSV47aZiVwZFXt0W7z6Z4i4/XA+VX1Rpp1D49qx78ILKqq3daQf6ee5/78SeTeAzi6qg5M%0Ackh7/L2B3YE9kxzQu/Mk2wBn0hR5+wG7jJPjNGB+Vc0DTqyqx4ALaV6f3avq1na71wH7VtUHxtjH%0A3DbLocCF7Wsypqo6jXZGuaoWjrr7He3j2Q04mOY12aa9bz7wJ+3j2JGe4lWSNDOexilJw2ms0zgP%0AAeb1XIe1BU1h8XPgjqp6AiDJwzQLugMspymGoCkKrmg/pG8CPDrGcQ8GdumZnNk8yZyqenaywavq%0A3nYW6liaWb5eWwCXJnk9UMDGY+ziEODwkRkumkXqtwce6NkmwMfbQupFYFtgZKby0aq6u/35TmBu%0Aki2BLavqa+343wNvG+chjHUa50S5/72q/rcn+yHAsvb2HJrX6Gs9278ZuLmqngRIcgWw8xg57gUW%0AJ7kauHqcrABXVtUL49z3j1X1IvDdJI8AvzHBfiayH3BZe5z/SXILzX84PAPcXlXfbx/L3TQF5ten%0AeRxJUg+LPUlaf4RmZuq61QaTBcDPeoZe7Ln9Ii+9V5wHfKaqlrS/c8YYx9iAZvZv5QyzLgH+kuYa%0As616xj8G3FRVR7YF4c1j/G6Ao6rqoQn2vxDYGtizqlYleYymKITVn4sXgM2mHv9lJsr9XM/PAc6q%0Aqs/34ZiHAgcAhwGnJ3nTONs9N844NIXp6Nu/YPUzg8ad7Zuk0c+3n00kqU88jVOS1h/XAX+UZGOA%0AJDuPcXrjRLbgpWYpx42zzfW8dNonSV7WqCTJtkluWMOxvgCcWVXLJ8jwnnF+9zpg0chpmUnmj7HN%0AFsAP20LvIODXJwpTVU8DTyfZrx0afZrimkwmNzTZj08yB375XP3aqG2WAgcm2ap9LY8ZvZMkGwDb%0AVdVNwKnt8ecAPwFeNYXcxyTZIM11mzsCDwGPAbu349vRnOY5YtXI39cotwLvTHPd6NY0RejtU8gh%0ASZoGiz1JWn9cBNwP3JVm2YDPM7VZlDOAK5PcCfxonG1OBn6rbQpyP811gKNtQzM7NK6q+n5VnTvG%0AXZ8CzkqyjPGzf4zmNMl7k3y7vT3a4jbncuDdNNfUrcl7gfPbUw2n2kRkMrmpquuBfwBua7N9mVHF%0AWXu67RnAbcA3WP301BEbAl9q97EMOLctWL8KHDnSoGUSub9HU5RdS3Pd38r2mI/S/C2dC9zVs/3f%0A0Dzvi0ft5yqa00rvAW4EPlxV/z2J40uSZiBVo8/QkCRp9iT5Y+B7bZt/SZI0Syz2JEmSJGkIeRqn%0AJEmSJA0hiz1JkiRJGkIWe5IkSZI0hCz2JEmSJGkIWexJkiRJ0hCy2JMkSZKkIWSxJ0mSJElD6P8B%0AGKlob4GoHjYAAAAASUVORK5CYII=%0A&quot; 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&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
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&lt;div style=&quot;padding: 0px; text-align: justify;&quot;&gt;
We see that the chances for survival in Class-3 is lower for all age and sex groups except for males between 18 and 80 years where Class-2 survival is higher than class-3 Men of all age groups have high survival in upper class Women of&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class=&quot;cell border-box-sizing text_cell rendered&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: horizontal; align-items: stretch; background-color: white; border: 1px solid transparent; box-sizing: border-box; display: flex; flex-direction: row; font-family: &amp;quot;Helvetica Neue&amp;quot;, Helvetica, Arial, sans-serif; font-size: 14px; margin: 0px; outline: none; padding: 0px; text-align: start; width: 928px;&quot;&gt;
&lt;div class=&quot;prompt input_prompt&quot; style=&quot;border-top: 1px solid transparent; color: navy; font-family: monospace; line-height: 1.21429em; margin: 0px; min-width: 11ex; padding: 0.4em; text-align: right;&quot;&gt;
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&lt;div style=&quot;padding: 0px; text-align: justify;&quot;&gt;
&lt;strong style=&quot;margin: 0px; padding: 0px;&quot;&gt;The above graph again shows that first class had more chance of survival in all the above age groups&lt;/strong&gt;&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class=&quot;cell border-box-sizing text_cell rendered&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: horizontal; align-items: stretch; background-color: white; border: 1px solid transparent; box-sizing: border-box; display: flex; flex-direction: row; font-family: &amp;quot;Helvetica Neue&amp;quot;, Helvetica, Arial, sans-serif; font-size: 14px; margin: 0px; outline: none; padding: 0px; text-align: start; width: 928px;&quot;&gt;
&lt;div class=&quot;prompt input_prompt&quot; style=&quot;border-top: 1px solid transparent; color: navy; font-family: monospace; line-height: 1.21429em; margin: 0px; min-width: 11ex; padding: 0.4em; text-align: right;&quot;&gt;
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&lt;h1 style=&quot;color: inherit; font-family: inherit; font-size: 25.998px; line-height: 1; margin: 0.538em 0px 0px; padding: 0px; text-rendering: optimizeLegibility;&quot;&gt;
Which age group has more survival chance?&lt;a class=&quot;anchor-link&quot; href=&quot;https://render.githubusercontent.com/view/ipynb?commit=0dbc74a51d6a42122d75e5e0981b6ca67c10e54c&amp;amp;enc_url=68747470733a2f2f7261772e67697468756275736572636f6e74656e742e636f6d2f726f6861696c6b68616e2f746974616e69635f646174615f616e616c797369732f306462633734613531643661343231323264373565356530393831623663613637633130653534632f546974616e696325323044617461253230616e616c797369732e6970796e62&amp;amp;nwo=rohailkhan%2Ftitanic_data_analysis&amp;amp;path=Titanic+Data+analysis.ipynb&amp;amp;repository_id=103937004&amp;amp;repository_type=Repository#Which-age-group-has-more-survival-chance?&quot; style=&quot;color: #0088cc; margin: 0px; padding: 0px 20px; text-decoration-line: none; visibility: hidden;&quot;&gt;&lt;/a&gt;&lt;/h1&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class=&quot;cell border-box-sizing code_cell rendered&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: vertical; align-items: stretch; background-color: white; border: 1px solid transparent; box-sizing: border-box; display: flex; flex-direction: column; font-family: &amp;quot;Helvetica Neue&amp;quot;, Helvetica, Arial, sans-serif; font-size: 14px; margin: 0px; outline: none; padding: 5px 5px 5px 0px; text-align: start; width: 928px;&quot;&gt;
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&lt;div class=&quot;prompt input_prompt&quot; style=&quot;border-top: 1px solid transparent; color: navy; font-family: monospace; line-height: 1.21429em; margin: 0px; min-width: 11ex; padding: 0.4em; text-align: right;&quot;&gt;
In&amp;nbsp;[129]:&lt;/div&gt;
&lt;div class=&quot;inner_cell&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-flex: 1; -webkit-box-orient: vertical; align-items: stretch; display: flex; flex-direction: column; flex: 1 1 0%; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;input_area&quot; style=&quot;background: rgb(247, 247, 247); border-radius: 4px; border: 1px solid rgb(207, 207, 207); line-height: 1.21429em; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot; highlight hl-ipython3&quot; style=&quot;background: transparent; border: none; margin: 0.4em; padding: 0px;&quot;&gt;
&lt;pre style=&quot;background-color: transparent; border-radius: 4px; border: none; color: #333333; font-size: inherit; line-height: inherit; padding: 0px; white-space: pre-wrap; word-break: break-all; word-wrap: break-word;&quot;&gt;&lt;span style=&quot;margin: 0px; padding: 0px;&quot;&gt;&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;age_groups&lt;/span&gt; &lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;=&lt;/span&gt; &lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;pd&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;.&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;cut&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;titanic&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;[&lt;/span&gt;&lt;span class=&quot;s1&quot; style=&quot;color: #ba2121; margin: 0px; padding: 0px;&quot;&gt;&#39;age&#39;&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;],&lt;/span&gt; &lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;[&lt;/span&gt;&lt;span class=&quot;mi&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;0&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;mi&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;20&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;mi&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;40&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;mi&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;60&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;mi&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;81&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;])&lt;/span&gt;
&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;survival_by_age_gender&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;titanic&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;.&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;pivot_table&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;s1&quot; style=&quot;color: #ba2121; margin: 0px; padding: 0px;&quot;&gt;&#39;survived&#39;&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;,&lt;/span&gt; &lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;[&lt;/span&gt;&lt;span class=&quot;s1&quot; style=&quot;color: #ba2121; margin: 0px; padding: 0px;&quot;&gt;&#39;sex&#39;&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;,&lt;/span&gt; &lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;age_groups&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;])&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;*&lt;/span&gt;&lt;span class=&quot;mi&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;100&lt;/span&gt;
&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;survival_by_age_gender&lt;/span&gt;
&lt;/pre&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class=&quot;output_wrapper&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: vertical; align-items: stretch; display: flex; flex-direction: column; margin: 0px; padding: 0px; position: relative;&quot;&gt;
&lt;div class=&quot;output&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: vertical; align-items: stretch; display: flex; flex-direction: column; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;output_area&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: horizontal; align-items: stretch; break-inside: avoid; display: flex; flex-direction: row; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;prompt output_prompt&quot; style=&quot;color: darkred; font-family: monospace; line-height: 1.21429em; margin: 0px; min-width: 11ex; padding: 0.4em; text-align: right;&quot;&gt;
Out[129]:&lt;/div&gt;
&lt;div class=&quot;output_html rendered_html output_subarea output_execute_result&quot; style=&quot;-webkit-box-flex: 1; flex: 1 1 0%; margin: 0px; overflow: scroll hidden; padding: 0.4em 0.4em 0px;&quot;&gt;
&lt;div style=&quot;margin: 0px; padding: 0px;&quot;&gt;
&lt;table border=&quot;1&quot; class=&quot;dataframe&quot; style=&quot;background-color: transparent; border-collapse: collapse; border-spacing: 0px; border: 1px solid rgb(0, 0, 0); margin: 0px; max-width: 100%; padding: 0px;&quot;&gt;&lt;thead style=&quot;margin: 0px; padding: 0px;&quot;&gt;
&lt;tr style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 0px;&quot;&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;&lt;/th&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;&lt;/th&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;survived&lt;/th&gt;&lt;/tr&gt;
&lt;tr style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 0px;&quot;&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;sex&lt;/th&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;age&lt;/th&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;&lt;/th&gt;&lt;/tr&gt;
&lt;/thead&gt;&lt;tbody style=&quot;margin: 0px; padding: 0px;&quot;&gt;
&lt;tr style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 0px;&quot;&gt;&lt;th rowspan=&quot;4&quot; style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot; valign=&quot;top&quot;&gt;female&lt;/th&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;(0, 20]&lt;/th&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;68.000000&lt;/td&gt;&lt;/tr&gt;
&lt;tr style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 0px;&quot;&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;(20, 40]&lt;/th&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;75.661376&lt;/td&gt;&lt;/tr&gt;
&lt;tr style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 0px;&quot;&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;(40, 60]&lt;/th&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;75.555556&lt;/td&gt;&lt;/tr&gt;
&lt;tr style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 0px;&quot;&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;(60, 81]&lt;/th&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;100.000000&lt;/td&gt;&lt;/tr&gt;
&lt;tr style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 0px;&quot;&gt;&lt;th rowspan=&quot;4&quot; style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot; valign=&quot;top&quot;&gt;male&lt;/th&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;(0, 20]&lt;/th&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;24.489796&lt;/td&gt;&lt;/tr&gt;
&lt;tr style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 0px;&quot;&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;(20, 40]&lt;/th&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;16.577540&lt;/td&gt;&lt;/tr&gt;
&lt;tr style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 0px;&quot;&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;(40, 60]&lt;/th&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;19.753086&lt;/td&gt;&lt;/tr&gt;
&lt;tr style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 0px;&quot;&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;(60, 81]&lt;/th&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;10.526316&lt;/td&gt;&lt;/tr&gt;
&lt;/tbody&gt;&lt;/table&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class=&quot;cell border-box-sizing code_cell rendered&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: vertical; align-items: stretch; background-color: white; border: 1px solid transparent; box-sizing: border-box; display: flex; flex-direction: column; font-family: &amp;quot;Helvetica Neue&amp;quot;, Helvetica, Arial, sans-serif; font-size: 14px; margin: 0px; outline: none; padding: 5px 5px 5px 0px; text-align: start; width: 928px;&quot;&gt;
&lt;div class=&quot;input&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: horizontal; align-items: stretch; break-inside: avoid; display: flex; flex-direction: row; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;prompt input_prompt&quot; style=&quot;border-top: 1px solid transparent; color: navy; font-family: monospace; line-height: 1.21429em; margin: 0px; min-width: 11ex; padding: 0.4em; text-align: right;&quot;&gt;
In&amp;nbsp;[130]:&lt;/div&gt;
&lt;div class=&quot;inner_cell&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-flex: 1; -webkit-box-orient: vertical; align-items: stretch; display: flex; flex-direction: column; flex: 1 1 0%; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;input_area&quot; style=&quot;background: rgb(247, 247, 247); border-radius: 4px; border: 1px solid rgb(207, 207, 207); line-height: 1.21429em; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot; highlight hl-ipython3&quot; style=&quot;background: transparent; border: none; margin: 0.4em; padding: 0px;&quot;&gt;
&lt;pre style=&quot;background-color: transparent; border-radius: 4px; border: none; color: #333333; font-size: inherit; line-height: inherit; padding: 0px; white-space: pre-wrap; word-break: break-all; word-wrap: break-word;&quot;&gt;&lt;span style=&quot;margin: 0px; padding: 0px;&quot;&gt;&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;survival_by_age_total&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;titanic&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;.&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;pivot_table&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;s1&quot; style=&quot;color: #ba2121; margin: 0px; padding: 0px;&quot;&gt;&#39;survived&#39;&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;,&lt;/span&gt; &lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;age_groups&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;*&lt;/span&gt;&lt;span class=&quot;mi&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;100&lt;/span&gt;
&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;survival_by_age_total&lt;/span&gt;
&lt;/pre&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class=&quot;output_wrapper&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: vertical; align-items: stretch; display: flex; flex-direction: column; margin: 0px; padding: 0px; position: relative;&quot;&gt;
&lt;div class=&quot;output&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: vertical; align-items: stretch; display: flex; flex-direction: column; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;output_area&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: horizontal; align-items: stretch; break-inside: avoid; display: flex; flex-direction: row; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;prompt output_prompt&quot; style=&quot;color: darkred; font-family: monospace; line-height: 1.21429em; margin: 0px; min-width: 11ex; padding: 0.4em; text-align: right;&quot;&gt;
Out[130]:&lt;/div&gt;
&lt;div class=&quot;output_html rendered_html output_subarea output_execute_result&quot; style=&quot;-webkit-box-flex: 1; flex: 1 1 0%; margin: 0px; overflow: scroll hidden; padding: 0.4em 0.4em 0px;&quot;&gt;
&lt;div style=&quot;margin: 0px; padding: 0px;&quot;&gt;
&lt;table border=&quot;1&quot; class=&quot;dataframe&quot; style=&quot;background-color: transparent; border-collapse: collapse; border-spacing: 0px; border: 1px solid rgb(0, 0, 0); margin: 0px; max-width: 100%; padding: 0px;&quot;&gt;&lt;thead style=&quot;margin: 0px; padding: 0px;&quot;&gt;
&lt;tr style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 0px;&quot;&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;&lt;/th&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;survived&lt;/th&gt;&lt;/tr&gt;
&lt;tr style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 0px;&quot;&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;age&lt;/th&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;&lt;/th&gt;&lt;/tr&gt;
&lt;/thead&gt;&lt;tbody style=&quot;margin: 0px; padding: 0px;&quot;&gt;
&lt;tr style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 0px;&quot;&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;(0, 20]&lt;/th&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;43.352601&lt;/td&gt;&lt;/tr&gt;
&lt;tr style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 0px;&quot;&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;(20, 40]&lt;/th&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;36.412078&lt;/td&gt;&lt;/tr&gt;
&lt;tr style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 0px;&quot;&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;(40, 60]&lt;/th&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;39.682540&lt;/td&gt;&lt;/tr&gt;
&lt;tr style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 0px;&quot;&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;(60, 81]&lt;/th&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;22.727273&lt;/td&gt;&lt;/tr&gt;
&lt;/tbody&gt;&lt;/table&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class=&quot;cell border-box-sizing code_cell rendered&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: vertical; align-items: stretch; background-color: white; border: 1px solid transparent; box-sizing: border-box; display: flex; flex-direction: column; font-family: &amp;quot;Helvetica Neue&amp;quot;, Helvetica, Arial, sans-serif; font-size: 14px; margin: 0px; outline: none; padding: 5px 5px 5px 0px; text-align: start; width: 928px;&quot;&gt;
&lt;div class=&quot;input&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: horizontal; align-items: stretch; break-inside: avoid; display: flex; flex-direction: row; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;prompt input_prompt&quot; style=&quot;border-top: 1px solid transparent; color: navy; font-family: monospace; line-height: 1.21429em; margin: 0px; min-width: 11ex; padding: 0.4em; text-align: right;&quot;&gt;
In&amp;nbsp;[131]:&lt;/div&gt;
&lt;div class=&quot;inner_cell&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-flex: 1; -webkit-box-orient: vertical; align-items: stretch; display: flex; flex-direction: column; flex: 1 1 0%; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;input_area&quot; style=&quot;background: rgb(247, 247, 247); border-radius: 4px; border: 1px solid rgb(207, 207, 207); line-height: 1.21429em; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot; highlight hl-ipython3&quot; style=&quot;background: transparent; border: none; margin: 0.4em; padding: 0px;&quot;&gt;
&lt;pre style=&quot;background-color: transparent; border-radius: 4px; border: none; color: #333333; font-size: inherit; line-height: inherit; padding: 0px; white-space: pre-wrap; word-break: break-all; word-wrap: break-word;&quot;&gt;&lt;span style=&quot;margin: 0px; padding: 0px;&quot;&gt;&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;age_groups&lt;/span&gt; &lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;=&lt;/span&gt; &lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;pd&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;.&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;cut&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;titanic&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;[&lt;/span&gt;&lt;span class=&quot;s1&quot; style=&quot;color: #ba2121; margin: 0px; padding: 0px;&quot;&gt;&#39;age&#39;&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;],&lt;/span&gt; &lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;[&lt;/span&gt;&lt;span class=&quot;mi&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;0&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;mi&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;20&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;mi&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;40&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;mi&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;60&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;mi&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;81&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;])&lt;/span&gt;
&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;titanic&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;.&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;groupby&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;age_groups&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;)&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;.&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;size&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;()&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;.&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;plot&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;kind&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;s1&quot; style=&quot;color: #ba2121; margin: 0px; padding: 0px;&quot;&gt;&#39;bar&#39;&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;stacked&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;kc&quot; style=&quot;color: green; font-weight: bold; margin: 0px; padding: 0px;&quot;&gt;True&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;)&lt;/span&gt;
&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;plt&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;.&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;title&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;s2&quot; style=&quot;color: #ba2121; margin: 0px; padding: 0px;&quot;&gt;&quot;Distribution of Age Groups&quot;&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;fontsize&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;mi&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;14&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;)&lt;/span&gt;
&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;plt&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;.&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;ylabel&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;s1&quot; style=&quot;color: #ba2121; margin: 0px; padding: 0px;&quot;&gt;&#39;Count&#39;&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;)&lt;/span&gt;
&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;plt&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;.&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;xlabel&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;s1&quot; style=&quot;color: #ba2121; margin: 0px; padding: 0px;&quot;&gt;&#39;Age Group&#39;&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;);&lt;/span&gt;
&lt;/pre&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
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QQVbXb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%0A&quot; 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&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class=&quot;cell border-box-sizing code_cell rendered&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: vertical; align-items: stretch; background-color: white; border: 1px solid transparent; box-sizing: border-box; display: flex; flex-direction: column; font-family: &amp;quot;Helvetica Neue&amp;quot;, Helvetica, Arial, sans-serif; font-size: 14px; margin: 0px; outline: none; padding: 5px 5px 5px 0px; text-align: start; width: 928px;&quot;&gt;
&lt;div class=&quot;input&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: horizontal; align-items: stretch; break-inside: avoid; display: flex; flex-direction: row; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;prompt input_prompt&quot; style=&quot;border-top: 1px solid transparent; color: navy; font-family: monospace; line-height: 1.21429em; margin: 0px; min-width: 11ex; padding: 0.4em; text-align: right;&quot;&gt;
In&amp;nbsp;[132]:&lt;/div&gt;
&lt;div class=&quot;inner_cell&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-flex: 1; -webkit-box-orient: vertical; align-items: stretch; display: flex; flex-direction: column; flex: 1 1 0%; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;input_area&quot; style=&quot;background: rgb(247, 247, 247); border-radius: 4px; border: 1px solid rgb(207, 207, 207); line-height: 1.21429em; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot; highlight hl-ipython3&quot; style=&quot;background: transparent; border: none; margin: 0.4em; padding: 0px;&quot;&gt;
&lt;pre style=&quot;background-color: transparent; border-radius: 4px; border: none; color: #333333; font-size: inherit; line-height: inherit; padding: 0px; white-space: pre-wrap; word-break: break-all; word-wrap: break-word;&quot;&gt;&lt;span style=&quot;margin: 0px; padding: 0px;&quot;&gt;&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;p&lt;/span&gt; &lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;=&lt;/span&gt; &lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;sns&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;.&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;violinplot&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;data&lt;/span&gt; &lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;=&lt;/span&gt; &lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;titanic&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;,&lt;/span&gt; &lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;x&lt;/span&gt; &lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;=&lt;/span&gt; &lt;span class=&quot;s1&quot; style=&quot;color: #ba2121; margin: 0px; padding: 0px;&quot;&gt;&#39;survived&#39;&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;,&lt;/span&gt; &lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;y&lt;/span&gt; &lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;=&lt;/span&gt; &lt;span class=&quot;s1&quot; style=&quot;color: #ba2121; margin: 0px; padding: 0px;&quot;&gt;&#39;age&#39;&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;)&lt;/span&gt;
&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;p&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;.&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;set&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;title&lt;/span&gt; &lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;=&lt;/span&gt; &lt;span class=&quot;s1&quot; style=&quot;color: #ba2121; margin: 0px; padding: 0px;&quot;&gt;&#39;Survival by Age&#39;&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;,&lt;/span&gt; 
        &lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;xlabel&lt;/span&gt; &lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;=&lt;/span&gt; &lt;span class=&quot;s1&quot; style=&quot;color: #ba2121; margin: 0px; padding: 0px;&quot;&gt;&#39;Survival&#39;&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;,&lt;/span&gt; 
        &lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;ylabel&lt;/span&gt; &lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;=&lt;/span&gt; &lt;span class=&quot;s1&quot; style=&quot;color: #ba2121; margin: 0px; padding: 0px;&quot;&gt;&#39;Age Distribution&#39;&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;,&lt;/span&gt; 
        &lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;xticklabels&lt;/span&gt; &lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;=&lt;/span&gt; &lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;[&lt;/span&gt;&lt;span class=&quot;s1&quot; style=&quot;color: #ba2121; margin: 0px; padding: 0px;&quot;&gt;&#39;Died&#39;&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;,&lt;/span&gt; &lt;span class=&quot;s1&quot; style=&quot;color: #ba2121; margin: 0px; padding: 0px;&quot;&gt;&#39;Survived&#39;&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;]);&lt;/span&gt;
&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;plt&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;.&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;show&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;()&lt;/span&gt;
&lt;/pre&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class=&quot;output_wrapper&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: vertical; align-items: stretch; display: flex; flex-direction: column; margin: 0px; padding: 0px; position: relative;&quot;&gt;
&lt;div class=&quot;output&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: vertical; align-items: stretch; display: flex; flex-direction: column; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;output_area&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: horizontal; align-items: stretch; break-inside: avoid; display: flex; flex-direction: row; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;prompt&quot; style=&quot;font-family: monospace; line-height: 1.21429em; margin: 0px; min-width: 11ex; padding: 0px 0.4em; text-align: right;&quot;&gt;
&lt;/div&gt;
&lt;div class=&quot;output_png output_subarea &quot; style=&quot;-webkit-box-flex: 1; flex: 1 1 0%; margin: 0px; padding: 0.4em 0.4em 0px;&quot;&gt;
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mdPXt2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%0A&quot; style=&quot;border: 0px; height: auto; margin: 0px; max-width: 100%; padding: 0px; vertical-align: middle;&quot; /&gt;&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class=&quot;cell border-box-sizing text_cell rendered&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: horizontal; align-items: stretch; background-color: white; border: 1px solid transparent; box-sizing: border-box; display: flex; flex-direction: row; font-family: &amp;quot;Helvetica Neue&amp;quot;, Helvetica, Arial, sans-serif; font-size: 14px; margin: 0px; outline: none; padding: 0px; text-align: start; width: 928px;&quot;&gt;
&lt;div class=&quot;prompt input_prompt&quot; style=&quot;border-top: 1px solid transparent; color: navy; font-family: monospace; line-height: 1.21429em; margin: 0px; min-width: 11ex; padding: 0.4em; text-align: right;&quot;&gt;
&lt;/div&gt;
&lt;div class=&quot;inner_cell&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-flex: 1; -webkit-box-orient: vertical; align-items: stretch; display: flex; flex-direction: column; flex: 1 1 0%; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;text_cell_render border-box-sizing rendered_html&quot; style=&quot;border-style: none; box-sizing: border-box; margin: 0px; outline: none; padding: 0.5em 0.5em 0.5em 0.4em; resize: none; width: inherit;&quot;&gt;
&lt;div style=&quot;padding: 0px; text-align: justify;&quot;&gt;
&lt;strong style=&quot;margin: 0px; padding: 0px;&quot;&gt;Above observations show that age group between 20 and 40 has more chance of survival&lt;/strong&gt;&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class=&quot;cell border-box-sizing text_cell rendered&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: horizontal; align-items: stretch; background-color: white; border: 1px solid transparent; box-sizing: border-box; display: flex; flex-direction: row; font-family: &amp;quot;Helvetica Neue&amp;quot;, Helvetica, Arial, sans-serif; font-size: 14px; margin: 0px; outline: none; padding: 0px; text-align: start; width: 928px;&quot;&gt;
&lt;div class=&quot;prompt input_prompt&quot; style=&quot;border-top: 1px solid transparent; color: navy; font-family: monospace; line-height: 1.21429em; margin: 0px; min-width: 11ex; padding: 0.4em; text-align: right;&quot;&gt;
&lt;/div&gt;
&lt;div class=&quot;inner_cell&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-flex: 1; -webkit-box-orient: vertical; align-items: stretch; display: flex; flex-direction: column; flex: 1 1 0%; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;text_cell_render border-box-sizing rendered_html&quot; style=&quot;border-style: none; box-sizing: border-box; margin: 0px; outline: none; padding: 0.5em 0.5em 0.5em 0.4em; resize: none; width: inherit;&quot;&gt;
&lt;h1 style=&quot;color: inherit; font-family: inherit; font-size: 25.998px; line-height: 1; margin: 0.538em 0px 0px; padding: 0px; text-rendering: optimizeLegibility;&quot;&gt;
Question : What is the survival chance for lonely passengers?&lt;a class=&quot;anchor-link&quot; href=&quot;https://render.githubusercontent.com/view/ipynb?commit=0dbc74a51d6a42122d75e5e0981b6ca67c10e54c&amp;amp;enc_url=68747470733a2f2f7261772e67697468756275736572636f6e74656e742e636f6d2f726f6861696c6b68616e2f746974616e69635f646174615f616e616c797369732f306462633734613531643661343231323264373565356530393831623663613637633130653534632f546974616e696325323044617461253230616e616c797369732e6970796e62&amp;amp;nwo=rohailkhan%2Ftitanic_data_analysis&amp;amp;path=Titanic+Data+analysis.ipynb&amp;amp;repository_id=103937004&amp;amp;repository_type=Repository#Question-:-What-is-the-survival-chance-for-lonely-passengers?&quot; style=&quot;color: #0088cc; margin: 0px; padding: 0px 20px; text-decoration-line: none; visibility: hidden;&quot;&gt;&lt;/a&gt;&lt;/h1&gt;
&lt;/div&gt;
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sibsp: Number of Siblings/Spouses Aboard&lt;/div&gt;
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parch: Number of Parents/Children Aboard&lt;/div&gt;
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In&amp;nbsp;[133]:&lt;/div&gt;
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&lt;div class=&quot;input_area&quot; style=&quot;background: rgb(247, 247, 247); border-radius: 4px; border: 1px solid rgb(207, 207, 207); line-height: 1.21429em; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot; highlight hl-ipython3&quot; style=&quot;background: transparent; border: none; margin: 0.4em; padding: 0px;&quot;&gt;
&lt;pre style=&quot;background-color: transparent; border-radius: 4px; border: none; color: #333333; font-size: inherit; line-height: inherit; padding: 0px; white-space: pre-wrap; word-break: break-all; word-wrap: break-word;&quot;&gt;&lt;span style=&quot;margin: 0px; padding: 0px;&quot;&gt;&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;titanic&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;.&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;pivot_table&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;s1&quot; style=&quot;color: #ba2121; margin: 0px; padding: 0px;&quot;&gt;&#39;survived&#39;&lt;/span&gt; &lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;s1&quot; style=&quot;color: #ba2121; margin: 0px; padding: 0px;&quot;&gt;&#39;alone&#39;&lt;/span&gt; &lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;aggfunc&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;s1&quot; style=&quot;color: #ba2121; margin: 0px; padding: 0px;&quot;&gt;&#39;count&#39;&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;)&lt;/span&gt;
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Out[133]:&lt;/div&gt;
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&lt;table border=&quot;1&quot; class=&quot;dataframe&quot; style=&quot;background-color: transparent; border-collapse: collapse; border-spacing: 0px; border: 1px solid rgb(0, 0, 0); margin: 0px; max-width: 100%; padding: 0px;&quot;&gt;&lt;thead style=&quot;margin: 0px; padding: 0px;&quot;&gt;
&lt;tr style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 0px;&quot;&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;&lt;/th&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;survived&lt;/th&gt;&lt;/tr&gt;
&lt;tr style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 0px;&quot;&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;alone&lt;/th&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;&lt;/th&gt;&lt;/tr&gt;
&lt;/thead&gt;&lt;tbody style=&quot;margin: 0px; padding: 0px;&quot;&gt;
&lt;tr style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 0px;&quot;&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;False&lt;/th&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;354&lt;/td&gt;&lt;/tr&gt;
&lt;tr style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 0px;&quot;&gt;&lt;th style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; text-align: left; vertical-align: middle;&quot;&gt;True&lt;/th&gt;&lt;td style=&quot;border-collapse: collapse; border: 1px solid rgb(0, 0, 0); margin: 1em 2em; padding: 4px; vertical-align: middle;&quot;&gt;537&lt;/td&gt;&lt;/tr&gt;
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&lt;strong style=&quot;margin: 0px; padding: 0px;&quot;&gt;So majority of passengers with a companion survived&lt;/strong&gt;&lt;/div&gt;
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&lt;div class=&quot;cell border-box-sizing code_cell rendered&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: vertical; align-items: stretch; background-color: white; border: 1px solid transparent; box-sizing: border-box; display: flex; flex-direction: column; font-family: &amp;quot;Helvetica Neue&amp;quot;, Helvetica, Arial, sans-serif; font-size: 14px; margin: 0px; outline: none; padding: 5px 5px 5px 0px; text-align: start; width: 928px;&quot;&gt;
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In&amp;nbsp;[134]:&lt;/div&gt;
&lt;div class=&quot;inner_cell&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-flex: 1; -webkit-box-orient: vertical; align-items: stretch; display: flex; flex-direction: column; flex: 1 1 0%; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;input_area&quot; style=&quot;background: rgb(247, 247, 247); border-radius: 4px; border: 1px solid rgb(207, 207, 207); line-height: 1.21429em; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot; highlight hl-ipython3&quot; style=&quot;background: transparent; border: none; margin: 0.4em; padding: 0px;&quot;&gt;
&lt;pre style=&quot;background-color: transparent; border-radius: 4px; border: none; color: #333333; font-size: inherit; line-height: inherit; padding: 0px; white-space: pre-wrap; word-break: break-all; word-wrap: break-word;&quot;&gt;&lt;span style=&quot;margin: 0px; padding: 0px;&quot;&gt;&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;ax&lt;/span&gt; &lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;=&lt;/span&gt; &lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;sns&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;.&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;violinplot&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;x&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;s2&quot; style=&quot;color: #ba2121; margin: 0px; padding: 0px;&quot;&gt;&quot;alone&quot;&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;,&lt;/span&gt; &lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;y&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;s2&quot; style=&quot;color: #ba2121; margin: 0px; padding: 0px;&quot;&gt;&quot;survived&quot;&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;,&lt;/span&gt; &lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;data&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;titanic&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;)&lt;/span&gt;
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09PZ1Q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%0ASUVORK5CYII=%0A&quot; 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&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
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&lt;div class=&quot;prompt input_prompt&quot; style=&quot;border-top: 1px solid transparent; color: navy; font-family: monospace; line-height: 1.21429em; margin: 0px; min-width: 11ex; padding: 0.4em; text-align: right;&quot;&gt;
&lt;/div&gt;
&lt;div class=&quot;inner_cell&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-flex: 1; -webkit-box-orient: vertical; align-items: stretch; display: flex; flex-direction: column; flex: 1 1 0%; margin: 0px; padding: 0px;&quot;&gt;
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&lt;div style=&quot;padding: 0px; text-align: justify;&quot;&gt;
&lt;strong style=&quot;margin: 0px; padding: 0px;&quot;&gt;Above graph shows that Lonely passengers had less chance of survival&lt;/strong&gt;&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class=&quot;cell border-box-sizing text_cell rendered&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: horizontal; align-items: stretch; background-color: white; border: 1px solid transparent; box-sizing: border-box; display: flex; flex-direction: row; font-family: &amp;quot;Helvetica Neue&amp;quot;, Helvetica, Arial, sans-serif; font-size: 14px; margin: 0px; outline: none; padding: 0px; text-align: start; width: 928px;&quot;&gt;
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Question : What is survival chance for children without parents?&lt;a class=&quot;anchor-link&quot; href=&quot;https://render.githubusercontent.com/view/ipynb?commit=0dbc74a51d6a42122d75e5e0981b6ca67c10e54c&amp;amp;enc_url=68747470733a2f2f7261772e67697468756275736572636f6e74656e742e636f6d2f726f6861696c6b68616e2f746974616e69635f646174615f616e616c797369732f306462633734613531643661343231323264373565356530393831623663613637633130653534632f546974616e696325323044617461253230616e616c797369732e6970796e62&amp;amp;nwo=rohailkhan%2Ftitanic_data_analysis&amp;amp;path=Titanic+Data+analysis.ipynb&amp;amp;repository_id=103937004&amp;amp;repository_type=Repository#Question-:-What-is-survival-chance-for-children-without-parents?&quot; style=&quot;color: #0088cc; margin: 0px; padding: 0px 20px; text-decoration-line: none; visibility: hidden;&quot;&gt;&lt;/a&gt;&lt;/h1&gt;
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In&amp;nbsp;[135]:&lt;/div&gt;
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&lt;div class=&quot; highlight hl-ipython3&quot; style=&quot;background: transparent; border: none; margin: 0.4em; padding: 0px;&quot;&gt;
&lt;pre style=&quot;background-color: transparent; border-radius: 4px; border: none; color: #333333; font-size: inherit; line-height: inherit; padding: 0px; white-space: pre-wrap; word-break: break-all; word-wrap: break-word;&quot;&gt;&lt;span style=&quot;margin: 0px; padding: 0px;&quot;&gt;&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;titanic&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;[&lt;/span&gt;&lt;span class=&quot;s1&quot; style=&quot;color: #ba2121; margin: 0px; padding: 0px;&quot;&gt;&#39;child&#39;&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;]&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;np&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;.&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;where&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;titanic&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;.&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;who&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;==&lt;/span&gt;&lt;span class=&quot;s1&quot; style=&quot;color: #ba2121; margin: 0px; padding: 0px;&quot;&gt;&#39;child&#39;&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;mi&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;1&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;mi&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;0&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;)&lt;/span&gt;
&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;titanic&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;[&lt;/span&gt;&lt;span class=&quot;s1&quot; style=&quot;color: #ba2121; margin: 0px; padding: 0px;&quot;&gt;&#39;parents&#39;&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;]&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;np&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;.&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;where&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;titanic&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;.&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;parch&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;!=&lt;/span&gt;&lt;span class=&quot;mi&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;0&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;mi&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;1&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;mi&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;0&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;)&lt;/span&gt;
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In&amp;nbsp;[136]:&lt;/div&gt;
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&lt;div class=&quot;input_area&quot; style=&quot;background: rgb(247, 247, 247); border-radius: 4px; border: 1px solid rgb(207, 207, 207); line-height: 1.21429em; margin: 0px; padding: 0px;&quot;&gt;
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&lt;pre style=&quot;background-color: transparent; border-radius: 4px; border: none; color: #333333; font-size: inherit; line-height: inherit; padding: 0px; white-space: pre-wrap; word-break: break-all; word-wrap: break-word;&quot;&gt;&lt;span style=&quot;margin: 0px; padding: 0px;&quot;&gt;&lt;/span&gt;&lt;span class=&quot;c1&quot; style=&quot;color: #408080; font-style: italic; margin: 0px; padding: 0px;&quot;&gt;# Draw a nested barplot to show survival for class and sex&lt;/span&gt;
&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;g&lt;/span&gt; &lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;=&lt;/span&gt; &lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;sns&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;.&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;factorplot&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;x&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;s2&quot; style=&quot;color: #ba2121; margin: 0px; padding: 0px;&quot;&gt;&quot;child&quot;&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;,&lt;/span&gt; &lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;y&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;s2&quot; style=&quot;color: #ba2121; margin: 0px; padding: 0px;&quot;&gt;&quot;survived&quot;&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;,&lt;/span&gt; &lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;hue&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;s2&quot; style=&quot;color: #ba2121; margin: 0px; padding: 0px;&quot;&gt;&quot;parents&quot;&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;,&lt;/span&gt; &lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;data&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;titanic&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;,&lt;/span&gt;
                   &lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;size&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;mi&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;6&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;,&lt;/span&gt; &lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;kind&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;s2&quot; style=&quot;color: #ba2121; margin: 0px; padding: 0px;&quot;&gt;&quot;bar&quot;&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;,&lt;/span&gt; &lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;palette&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;s2&quot; style=&quot;color: #ba2121; margin: 0px; padding: 0px;&quot;&gt;&quot;muted&quot;&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;,&lt;/span&gt;
                   &lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;)&lt;/span&gt;
&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;g&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;.&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;set&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;title&lt;/span&gt; &lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;=&lt;/span&gt; &lt;span class=&quot;s1&quot; style=&quot;color: #ba2121; margin: 0px; padding: 0px;&quot;&gt;&#39;Children Survival wrt to Family&#39;&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;);&lt;/span&gt;
&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;g&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;.&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;set_axis_labels&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;s2&quot; style=&quot;color: #ba2121; margin: 0px; padding: 0px;&quot;&gt;&quot;Child or Adult&quot;&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;,&lt;/span&gt; &lt;span class=&quot;s2&quot; style=&quot;color: #ba2121; margin: 0px; padding: 0px;&quot;&gt;&quot;Survival Probability&quot;&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;)&lt;/span&gt;
&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;g&lt;/span&gt;&lt;span class=&quot;o&quot; style=&quot;color: #666666; margin: 0px; padding: 0px;&quot;&gt;.&lt;/span&gt;&lt;span class=&quot;n&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;set_xticklabels&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;([&lt;/span&gt;&lt;span class=&quot;s2&quot; style=&quot;color: #ba2121; margin: 0px; padding: 0px;&quot;&gt;&quot;Adult&quot;&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;,&lt;/span&gt; &lt;span class=&quot;s2&quot; style=&quot;color: #ba2121; margin: 0px; padding: 0px;&quot;&gt;&quot;Child&quot;&lt;/span&gt;&lt;span class=&quot;p&quot; style=&quot;margin: 0px; padding: 0px;&quot;&gt;])&lt;/span&gt;
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Out[136]:&lt;/div&gt;
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qRJKn/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%0ApMIMV0mSCvv/8FFtFt1QhLgAAAAASUVORK5CYII=%0A&quot; style=&quot;border: 0px; height: auto; margin: 0px; max-width: 100%; padding: 0px; vertical-align: middle;&quot; /&gt;&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class=&quot;cell border-box-sizing text_cell rendered&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: horizontal; align-items: stretch; background-color: white; border: 1px solid transparent; box-sizing: border-box; display: flex; flex-direction: row; font-family: &amp;quot;Helvetica Neue&amp;quot;, Helvetica, Arial, sans-serif; font-size: 14px; margin: 0px; outline: none; padding: 0px; text-align: start; width: 928px;&quot;&gt;
&lt;div class=&quot;prompt input_prompt&quot; style=&quot;border-top: 1px solid transparent; color: navy; font-family: monospace; line-height: 1.21429em; margin: 0px; min-width: 11ex; padding: 0.4em; text-align: right;&quot;&gt;
&lt;/div&gt;
&lt;div class=&quot;inner_cell&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-flex: 1; -webkit-box-orient: vertical; align-items: stretch; display: flex; flex-direction: column; flex: 1 1 0%; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;text_cell_render border-box-sizing rendered_html&quot; style=&quot;border-style: none; box-sizing: border-box; margin: 0px; outline: none; padding: 0.5em 0.5em 0.5em 0.4em; resize: none; width: inherit;&quot;&gt;
&lt;div style=&quot;padding: 0px; text-align: justify;&quot;&gt;
&lt;strong style=&quot;margin: 0px; padding: 0px;&quot;&gt;The above graph shows that children with parents had more chance of survival compared to children without parents or with nannies&lt;/strong&gt;&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class=&quot;cell border-box-sizing text_cell rendered&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: horizontal; align-items: stretch; background-color: white; border: 1px solid transparent; box-sizing: border-box; display: flex; flex-direction: row; font-family: &amp;quot;Helvetica Neue&amp;quot;, Helvetica, Arial, sans-serif; font-size: 14px; margin: 0px; outline: none; padding: 0px; text-align: start; width: 928px;&quot;&gt;
&lt;div class=&quot;prompt input_prompt&quot; style=&quot;border-top: 1px solid transparent; color: navy; font-family: monospace; line-height: 1.21429em; margin: 0px; min-width: 11ex; padding: 0.4em; text-align: right;&quot;&gt;
&lt;/div&gt;
&lt;div class=&quot;inner_cell&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-flex: 1; -webkit-box-orient: vertical; align-items: stretch; display: flex; flex-direction: column; flex: 1 1 0%; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;text_cell_render border-box-sizing rendered_html&quot; style=&quot;border-style: none; box-sizing: border-box; margin: 0px; outline: none; padding: 0.5em 0.5em 0.5em 0.4em; resize: none; width: inherit;&quot;&gt;
&lt;div style=&quot;padding: 0px; text-align: justify;&quot;&gt;
&lt;strong style=&quot;margin: 0px; padding: 0px;&quot;&gt;Above calculations shows that lonely passengers had less chance of survival&lt;/strong&gt;&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class=&quot;cell border-box-sizing text_cell rendered&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-orient: horizontal; align-items: stretch; background-color: white; border: 1px solid transparent; box-sizing: border-box; display: flex; flex-direction: row; font-family: &amp;quot;Helvetica Neue&amp;quot;, Helvetica, Arial, sans-serif; font-size: 14px; margin: 0px; outline: none; padding: 0px; text-align: start; width: 928px;&quot;&gt;
&lt;div class=&quot;prompt input_prompt&quot; style=&quot;border-top: 1px solid transparent; color: navy; font-family: monospace; line-height: 1.21429em; margin: 0px; min-width: 11ex; padding: 0.4em; text-align: right;&quot;&gt;
&lt;/div&gt;
&lt;div class=&quot;inner_cell&quot; style=&quot;-webkit-box-align: stretch; -webkit-box-flex: 1; -webkit-box-orient: vertical; align-items: stretch; display: flex; flex-direction: column; flex: 1 1 0%; margin: 0px; padding: 0px;&quot;&gt;
&lt;div class=&quot;text_cell_render border-box-sizing rendered_html&quot; style=&quot;border-style: none; box-sizing: border-box; margin: 0px; outline: none; padding: 0.5em 0.5em 0.5em 0.4em; resize: none; width: inherit;&quot;&gt;
&lt;h1 style=&quot;color: inherit; font-family: inherit; font-size: 25.998px; line-height: 1; margin: 0.538em 0px 0px; padding: 0px; text-rendering: optimizeLegibility;&quot;&gt;
Conclusions&lt;a class=&quot;anchor-link&quot; href=&quot;https://render.githubusercontent.com/view/ipynb?commit=0dbc74a51d6a42122d75e5e0981b6ca67c10e54c&amp;amp;enc_url=68747470733a2f2f7261772e67697468756275736572636f6e74656e742e636f6d2f726f6861696c6b68616e2f746974616e69635f646174615f616e616c797369732f306462633734613531643661343231323264373565356530393831623663613637633130653534632f546974616e696325323044617461253230616e616c797369732e6970796e62&amp;amp;nwo=rohailkhan%2Ftitanic_data_analysis&amp;amp;path=Titanic+Data+analysis.ipynb&amp;amp;repository_id=103937004&amp;amp;repository_type=Repository#Conclusions&quot; style=&quot;color: #0088cc; margin: 0px; padding: 0px 20px; text-decoration-line: none; visibility: hidden;&quot;&gt;&lt;/a&gt;&lt;/h1&gt;
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Based on the above calculations we can approximately say that :&lt;a class=&quot;anchor-link&quot; href=&quot;https://render.githubusercontent.com/view/ipynb?commit=0dbc74a51d6a42122d75e5e0981b6ca67c10e54c&amp;amp;enc_url=68747470733a2f2f7261772e67697468756275736572636f6e74656e742e636f6d2f726f6861696c6b68616e2f746974616e69635f646174615f616e616c797369732f306462633734613531643661343231323264373565356530393831623663613637633130653534632f546974616e696325323044617461253230616e616c797369732e6970796e62&amp;amp;nwo=rohailkhan%2Ftitanic_data_analysis&amp;amp;path=Titanic+Data+analysis.ipynb&amp;amp;repository_id=103937004&amp;amp;repository_type=Repository#Based-on-the-above-calculations-we-can-approximately-say-that-:&quot; style=&quot;color: #0088cc; margin: 0px; padding: 0px 20px; text-decoration-line: none; visibility: hidden;&quot;&gt;&lt;/a&gt;&lt;/h2&gt;
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1-Females had more survival chance than the male&lt;a class=&quot;anchor-link&quot; href=&quot;https://render.githubusercontent.com/view/ipynb?commit=0dbc74a51d6a42122d75e5e0981b6ca67c10e54c&amp;amp;enc_url=68747470733a2f2f7261772e67697468756275736572636f6e74656e742e636f6d2f726f6861696c6b68616e2f746974616e69635f646174615f616e616c797369732f306462633734613531643661343231323264373565356530393831623663613637633130653534632f546974616e696325323044617461253230616e616c797369732e6970796e62&amp;amp;nwo=rohailkhan%2Ftitanic_data_analysis&amp;amp;path=Titanic+Data+analysis.ipynb&amp;amp;repository_id=103937004&amp;amp;repository_type=Repository#1-Females-had-more-survival-chance-than-the-male&quot; style=&quot;color: #0088cc; margin: 0px; padding: 0px 20px; text-decoration-line: none; visibility: hidden;&quot;&gt;&lt;/a&gt;&lt;/h2&gt;
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2-First class passengers had more survival chance than the lower classes (economic factor)&lt;a class=&quot;anchor-link&quot; href=&quot;https://render.githubusercontent.com/view/ipynb?commit=0dbc74a51d6a42122d75e5e0981b6ca67c10e54c&amp;amp;enc_url=68747470733a2f2f7261772e67697468756275736572636f6e74656e742e636f6d2f726f6861696c6b68616e2f746974616e69635f646174615f616e616c797369732f306462633734613531643661343231323264373565356530393831623663613637633130653534632f546974616e696325323044617461253230616e616c797369732e6970796e62&amp;amp;nwo=rohailkhan%2Ftitanic_data_analysis&amp;amp;path=Titanic+Data+analysis.ipynb&amp;amp;repository_id=103937004&amp;amp;repository_type=Repository#2-First-class-passengers-had-more-survival-chance-than-the-lower-classes-(economic-factor)&quot; style=&quot;color: #0088cc; margin: 0px; padding: 0px 20px; text-decoration-line: none; visibility: hidden;&quot;&gt;&lt;/a&gt;&lt;/h2&gt;
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3-More passengers who paid higer fares survived (also economic factor)&lt;a class=&quot;anchor-link&quot; href=&quot;https://render.githubusercontent.com/view/ipynb?commit=0dbc74a51d6a42122d75e5e0981b6ca67c10e54c&amp;amp;enc_url=68747470733a2f2f7261772e67697468756275736572636f6e74656e742e636f6d2f726f6861696c6b68616e2f746974616e69635f646174615f616e616c797369732f306462633734613531643661343231323264373565356530393831623663613637633130653534632f546974616e696325323044617461253230616e616c797369732e6970796e62&amp;amp;nwo=rohailkhan%2Ftitanic_data_analysis&amp;amp;path=Titanic+Data+analysis.ipynb&amp;amp;repository_id=103937004&amp;amp;repository_type=Repository#3-More-passengers-who-paid-higer-fares-survived-(also-economic-factor)&quot; style=&quot;color: #0088cc; margin: 0px; padding: 0px 20px; text-decoration-line: none; visibility: hidden;&quot;&gt;&lt;/a&gt;&lt;/h2&gt;
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4-Age group between 20 and 40 had highest surival chance&lt;a class=&quot;anchor-link&quot; href=&quot;https://render.githubusercontent.com/view/ipynb?commit=0dbc74a51d6a42122d75e5e0981b6ca67c10e54c&amp;amp;enc_url=68747470733a2f2f7261772e67697468756275736572636f6e74656e742e636f6d2f726f6861696c6b68616e2f746974616e69635f646174615f616e616c797369732f306462633734613531643661343231323264373565356530393831623663613637633130653534632f546974616e696325323044617461253230616e616c797369732e6970796e62&amp;amp;nwo=rohailkhan%2Ftitanic_data_analysis&amp;amp;path=Titanic+Data+analysis.ipynb&amp;amp;repository_id=103937004&amp;amp;repository_type=Repository#4-Age-group-between-20-and-40-had-highest-surival-chance&quot; style=&quot;color: #0088cc; margin: 0px; padding: 0px 20px; text-decoration-line: none; visibility: hidden;&quot;&gt;&lt;/a&gt;&lt;/h2&gt;
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5-Lonely passengers had less survival chance than those travelling with companions&lt;a class=&quot;anchor-link&quot; href=&quot;https://render.githubusercontent.com/view/ipynb?commit=0dbc74a51d6a42122d75e5e0981b6ca67c10e54c&amp;amp;enc_url=68747470733a2f2f7261772e67697468756275736572636f6e74656e742e636f6d2f726f6861696c6b68616e2f746974616e69635f646174615f616e616c797369732f306462633734613531643661343231323264373565356530393831623663613637633130653534632f546974616e696325323044617461253230616e616c797369732e6970796e62&amp;amp;nwo=rohailkhan%2Ftitanic_data_analysis&amp;amp;path=Titanic+Data+analysis.ipynb&amp;amp;repository_id=103937004&amp;amp;repository_type=Repository#5-Lonely-passengers-had-less-survival-chance-than-those-travelling-with-companions&quot; style=&quot;color: #0088cc; margin: 0px; padding: 0px 20px; text-decoration-line: none; visibility: hidden;&quot;&gt;&lt;/a&gt;&lt;/h2&gt;
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6-More children died who were travelling without parents&lt;a class=&quot;anchor-link&quot; href=&quot;https://render.githubusercontent.com/view/ipynb?commit=0dbc74a51d6a42122d75e5e0981b6ca67c10e54c&amp;amp;enc_url=68747470733a2f2f7261772e67697468756275736572636f6e74656e742e636f6d2f726f6861696c6b68616e2f746974616e69635f646174615f616e616c797369732f306462633734613531643661343231323264373565356530393831623663613637633130653534632f546974616e696325323044617461253230616e616c797369732e6970796e62&amp;amp;nwo=rohailkhan%2Ftitanic_data_analysis&amp;amp;path=Titanic+Data+analysis.ipynb&amp;amp;repository_id=103937004&amp;amp;repository_type=Repository#6-More-children-died-who-were-travelling-without-parents&quot; style=&quot;color: #0088cc; margin: 0px; padding: 0px 20px; text-decoration-line: none; visibility: hidden;&quot;&gt;&lt;/a&gt;&lt;/h2&gt;
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Limitations:&lt;a class=&quot;anchor-link&quot; href=&quot;https://render.githubusercontent.com/view/ipynb?commit=0dbc74a51d6a42122d75e5e0981b6ca67c10e54c&amp;amp;enc_url=68747470733a2f2f7261772e67697468756275736572636f6e74656e742e636f6d2f726f6861696c6b68616e2f746974616e69635f646174615f616e616c797369732f306462633734613531643661343231323264373565356530393831623663613637633130653534632f546974616e696325323044617461253230616e616c797369732e6970796e62&amp;amp;nwo=rohailkhan%2Ftitanic_data_analysis&amp;amp;path=Titanic+Data+analysis.ipynb&amp;amp;repository_id=103937004&amp;amp;repository_type=Repository#Limitations:&quot; style=&quot;color: #0088cc; margin: 0px; padding: 0px 20px; text-decoration-line: none; visibility: hidden;&quot;&gt;&lt;/a&gt;&lt;/h1&gt;
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Above findings cannot be accurate due to many aspects.Like we are missing a lot of age data (i.e 177 entries).&lt;a class=&quot;anchor-link&quot; href=&quot;https://render.githubusercontent.com/view/ipynb?commit=0dbc74a51d6a42122d75e5e0981b6ca67c10e54c&amp;amp;enc_url=68747470733a2f2f7261772e67697468756275736572636f6e74656e742e636f6d2f726f6861696c6b68616e2f746974616e69635f646174615f616e616c797369732f306462633734613531643661343231323264373565356530393831623663613637633130653534632f546974616e696325323044617461253230616e616c797369732e6970796e62&amp;amp;nwo=rohailkhan%2Ftitanic_data_analysis&amp;amp;path=Titanic+Data+analysis.ipynb&amp;amp;repository_id=103937004&amp;amp;repository_type=Repository#Above-findings-cannot-be-accurate-due-to-many-aspects.Like-we-are-missing-a-lot-of-age-data-(i.e-177-entries).&quot; style=&quot;color: #0088cc; margin: 0px; padding: 0px 20px; text-decoration-line: none; visibility: hidden;&quot;&gt;&lt;/a&gt;&lt;/h2&gt;
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Also we dont know that in those days, which age category was considered as &quot;child&quot;&lt;a class=&quot;anchor-link&quot; href=&quot;https://render.githubusercontent.com/view/ipynb?commit=0dbc74a51d6a42122d75e5e0981b6ca67c10e54c&amp;amp;enc_url=68747470733a2f2f7261772e67697468756275736572636f6e74656e742e636f6d2f726f6861696c6b68616e2f746974616e69635f646174615f616e616c797369732f306462633734613531643661343231323264373565356530393831623663613637633130653534632f546974616e696325323044617461253230616e616c797369732e6970796e62&amp;amp;nwo=rohailkhan%2Ftitanic_data_analysis&amp;amp;path=Titanic+Data+analysis.ipynb&amp;amp;repository_id=103937004&amp;amp;repository_type=Repository#Also-we-dont-know-that-in-those-days,-which-age-category-was-considered-as-%22child%22&quot; style=&quot;color: #0088cc; margin: 0px; padding: 0px 20px; text-decoration-line: none; visibility: hidden;&quot;&gt;&lt;/a&gt;&lt;/h2&gt;
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There are also 688 entries for &quot;deck&quot; column missing which can effect our finding that Class-1 passengers survived more .Also we dont know the locations of these decks,it is possible that decks in certain locations had more chance of survival than compared to the class of passengers.&lt;a class=&quot;anchor-link&quot; href=&quot;https://render.githubusercontent.com/view/ipynb?commit=0dbc74a51d6a42122d75e5e0981b6ca67c10e54c&amp;amp;enc_url=68747470733a2f2f7261772e67697468756275736572636f6e74656e742e636f6d2f726f6861696c6b68616e2f746974616e69635f646174615f616e616c797369732f306462633734613531643661343231323264373565356530393831623663613637633130653534632f546974616e696325323044617461253230616e616c797369732e6970796e62&amp;amp;nwo=rohailkhan%2Ftitanic_data_analysis&amp;amp;path=Titanic+Data+analysis.ipynb&amp;amp;repository_id=103937004&amp;amp;repository_type=Repository#There-are-also-688-entries-for-%22deck%22-column-missing-which-can-effect-our-finding-that-Class-1-passengers-survived-more-.Also-we-dont-know-the-locations-of-these-decks,it-is-possible-that-decks-in-certain-locations-had-more-chance-of-survival-than-compared-to-the-class-of-passengers.&quot; style=&quot;color: #0088cc; margin: 0px; padding: 0px 20px; text-decoration-line: none; visibility: hidden;&quot;&gt;&lt;/a&gt;&lt;/h2&gt;
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It is also possible, that Class-3 passengers had a certain location which made them difficult to survive or it is also possible that the ice berg at the location of Class-3 passengers.&lt;a class=&quot;anchor-link&quot; href=&quot;https://render.githubusercontent.com/view/ipynb?commit=0dbc74a51d6a42122d75e5e0981b6ca67c10e54c&amp;amp;enc_url=68747470733a2f2f7261772e67697468756275736572636f6e74656e742e636f6d2f726f6861696c6b68616e2f746974616e69635f646174615f616e616c797369732f306462633734613531643661343231323264373565356530393831623663613637633130653534632f546974616e696325323044617461253230616e616c797369732e6970796e62&amp;amp;nwo=rohailkhan%2Ftitanic_data_analysis&amp;amp;path=Titanic+Data+analysis.ipynb&amp;amp;repository_id=103937004&amp;amp;repository_type=Repository#It-is-also-possible,-that-Class-3-passengers-had-a-certain-location-which-made-them-difficult-to-survive-or-it-is-also-possible-that-the-ice-berg-at-the-location-of-Class-3-passengers.&quot; style=&quot;color: #0088cc; margin: 0px; padding: 0px 20px; text-decoration-line: none; visibility: hidden;&quot;&gt;&lt;/a&gt;&lt;/h2&gt;
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So these conclusions cannot be 100% correct as there are many factors involved which we have no information and also because there are so many missing values.&lt;a class=&quot;anchor-link&quot; href=&quot;https://render.githubusercontent.com/view/ipynb?commit=0dbc74a51d6a42122d75e5e0981b6ca67c10e54c&amp;amp;enc_url=68747470733a2f2f7261772e67697468756275736572636f6e74656e742e636f6d2f726f6861696c6b68616e2f746974616e69635f646174615f616e616c797369732f306462633734613531643661343231323264373565356530393831623663613637633130653534632f546974616e696325323044617461253230616e616c797369732e6970796e62&amp;amp;nwo=rohailkhan%2Ftitanic_data_analysis&amp;amp;path=Titanic+Data+analysis.ipynb&amp;amp;repository_id=103937004&amp;amp;repository_type=Repository#So-these-conclusions-cannot-be-100%-correct-as-there-are-many-factors-involved-which-we-have-no-information-and-also-because-there-are-so-many-missing-values.&quot; style=&quot;color: #0088cc; margin: 0px; padding: 0px 20px; text-decoration-line: none; visibility: hidden;&quot;&gt;&lt;/a&gt;&lt;/h1&gt;
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references:&lt;a class=&quot;anchor-link&quot; href=&quot;https://render.githubusercontent.com/view/ipynb?commit=0dbc74a51d6a42122d75e5e0981b6ca67c10e54c&amp;amp;enc_url=68747470733a2f2f7261772e67697468756275736572636f6e74656e742e636f6d2f726f6861696c6b68616e2f746974616e69635f646174615f616e616c797369732f306462633734613531643661343231323264373565356530393831623663613637633130653534632f546974616e696325323044617461253230616e616c797369732e6970796e62&amp;amp;nwo=rohailkhan%2Ftitanic_data_analysis&amp;amp;path=Titanic+Data+analysis.ipynb&amp;amp;repository_id=103937004&amp;amp;repository_type=Repository#references:&quot; style=&quot;color: #0088cc; margin: 0px; padding: 0px 20px; text-decoration-line: none; visibility: hidden;&quot;&gt;&lt;/a&gt;&lt;/h2&gt;
&lt;div style=&quot;margin-top: 1em; padding: 0px; text-align: justify;&quot;&gt;
&lt;strong style=&quot;margin: 0px; padding: 0px;&quot;&gt;&lt;a href=&quot;https://www.oreilly.com/learning/pivot-tables&quot; style=&quot;color: #0088cc; margin: 0px; padding: 0px;&quot;&gt;https://www.oreilly.com/learning/pivot-tables&lt;/a&gt;&lt;/strong&gt;&lt;/div&gt;
&lt;div style=&quot;margin-top: 1em; padding: 0px; text-align: justify;&quot;&gt;
**&amp;nbsp;&lt;a href=&quot;https://elitedatascience.com/python-seaborn-tutorial&quot; style=&quot;color: #0088cc; margin: 0px; padding: 0px;&quot;&gt;https://elitedatascience.com/python-seaborn-tutorial&lt;/a&gt;&lt;/div&gt;
&lt;div style=&quot;margin-top: 1em; padding: 0px; text-align: justify;&quot;&gt;
**&amp;nbsp;&lt;a href=&quot;http://nbviewer.jupyter.org/github/jvns/pandas-cookbook/tree/master/cookbook/&quot; style=&quot;color: #0088cc; margin: 0px; padding: 0px;&quot;&gt;http://nbviewer.jupyter.org/github/jvns/pandas-cookbook/tree/master/cookbook/&lt;/a&gt;&lt;/div&gt;
&lt;div style=&quot;margin-top: 1em; padding: 0px; text-align: justify;&quot;&gt;
&lt;strong style=&quot;margin: 0px; padding: 0px;&quot;&gt;&lt;a href=&quot;https://www.shanelynn.ie/select-pandas-dataframe-rows-and-columns-using-iloc-loc-and-ix/&quot; style=&quot;color: #0088cc; margin: 0px; padding: 0px;&quot;&gt;https://www.shanelynn.ie/select-pandas-dataframe-rows-and-columns-using-iloc-loc-and-ix/&lt;/a&gt;&lt;/strong&gt;&lt;/div&gt;
&lt;div style=&quot;margin-top: 1em; padding: 0px; text-align: justify;&quot;&gt;
&lt;strong style=&quot;margin: 0px; padding: 0px;&quot;&gt;&lt;a href=&quot;http://pbpython.com/pandas-pivot-table-explained.html&quot; style=&quot;color: #0088cc; margin: 0px; padding: 0px;&quot;&gt;http://pbpython.com/pandas-pivot-table-explained.html&lt;/a&gt;&amp;nbsp;&lt;/strong&gt;&lt;strong style=&quot;margin: 0px; padding: 0px;&quot;&gt;&lt;a href=&quot;https://www.shanelynn.ie/select-pandas-dataframe-rows-and-columns-using-iloc-loc-and-ix/&quot; style=&quot;color: #0088cc; margin: 0px; padding: 0px;&quot;&gt;https://www.shanelynn.ie/select-pandas-dataframe-rows-and-columns-using-iloc-loc-and-ix/&lt;/a&gt;&lt;/strong&gt;&lt;/div&gt;
&lt;/div&gt;
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&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
</content><link rel='replies' type='application/atom+xml' href='http://jonelya.blogspot.com/feeds/1374569982579013067/comments/default' title='Post Comments'/><link rel='replies' type='text/html' href='http://jonelya.blogspot.com/2013/03/ruqyah-or-damm-for-cure-shifa.html#comment-form' title='1 Comments'/><link rel='edit' type='application/atom+xml' href='http://www.blogger.com/feeds/7320765894818381501/posts/default/1374569982579013067'/><link rel='self' type='application/atom+xml' href='http://www.blogger.com/feeds/7320765894818381501/posts/default/1374569982579013067'/><link rel='alternate' type='text/html' href='http://jonelya.blogspot.com/2013/03/ruqyah-or-damm-for-cure-shifa.html' title='Titanic Data Analysis for survival of passengers'/><author><name>muhammad</name><uri>http://www.blogger.com/profile/09897152893922145455</uri><email>noreply@blogger.com</email><gd:image rel='http://schemas.google.com/g/2005#thumbnail' width='16' height='16' src='https://img1.blogblog.com/img/b16-rounded.gif'/></author><thr:total>1</thr:total></entry><entry><id>tag:blogger.com,1999:blog-7320765894818381501.post-5245495880058198785</id><published>2013-03-03T20:18:00.002-08:00</published><updated>2013-03-03T20:18:22.885-08:00</updated><title type='text'>Ahadith Books in Urdu</title><content type='html'>&lt;br /&gt;
&lt;div align=&quot;center&quot; style=&quot;background-color: white; text-align: -webkit-center;&quot;&gt;
&lt;table border=&quot;1&quot; style=&quot;border-width: 0px; width: 690px;&quot;&gt;&lt;tbody&gt;
&lt;tr&gt;&lt;td style=&quot;border-style: none; border-width: medium;&quot; width=&quot;76%&quot;&gt;&lt;div align=&quot;center&quot;&gt;
&lt;b&gt;&lt;span style=&quot;color: #ff8000; font-family: Alvi Nastaleeq; font-size: x-small;&quot;&gt;&lt;img border=&quot;0&quot; height=&quot;390&quot; src=&quot;http://www.quranurdu.com/Ahadith/2.png&quot; width=&quot;672&quot; /&gt;&lt;br /&gt;&amp;nbsp;&lt;/span&gt;&lt;/b&gt;&lt;/div&gt;
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&lt;tr&gt;&lt;td style=&quot;border-style: none; border-width: medium;&quot; width=&quot;76%&quot;&gt;&lt;div align=&quot;center&quot;&gt;
&lt;img border=&quot;0&quot; height=&quot;56&quot; src=&quot;http://www.quranurdu.com/Ahadith/images/akuk.jpg&quot; width=&quot;261&quot; /&gt;&lt;/div&gt;
&lt;div align=&quot;center&quot;&gt;
&lt;table border=&quot;1&quot; style=&quot;border-width: 0px; width: 650px;&quot;&gt;&lt;tbody&gt;
&lt;tr&gt;&lt;td style=&quot;border-style: none; border-width: medium;&quot;&gt;&amp;nbsp;&lt;div align=&quot;center&quot;&gt;
&lt;table border=&quot;1&quot; bordercolor=&quot;#FFDDBB&quot; cellpadding=&quot;20&quot; cellspacing=&quot;5&quot; style=&quot;border-collapse: collapse; width: 600px;&quot;&gt;&lt;tbody&gt;
&lt;tr&gt;&lt;td width=&quot;50%&quot;&gt;&lt;table border=&quot;1&quot; bordercolor=&quot;#E6E6E6&quot; style=&quot;border-collapse: collapse; width: 100%px;&quot;&gt;&lt;tbody&gt;
&lt;tr&gt;&lt;td colspan=&quot;2&quot; width=&quot;64%&quot;&gt;&lt;div align=&quot;center&quot;&gt;
&lt;img border=&quot;0&quot; height=&quot;36&quot; src=&quot;http://www.quranurdu.com/Ahadith/images/SM.jpg&quot; width=&quot;113&quot; /&gt;&lt;/div&gt;
&lt;/td&gt;&lt;td nowrap=&quot;&quot; rowspan=&quot;2&quot; valign=&quot;top&quot;&gt;&lt;div align=&quot;center&quot;&gt;
&lt;img border=&quot;0&quot; height=&quot;133&quot; src=&quot;http://www.quranurdu.com/Ahadith/images/Sahih_Muslim.jpg&quot; width=&quot;100&quot; /&gt;&lt;/div&gt;
&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td width=&quot;24%&quot;&gt;&lt;div align=&quot;center&quot;&gt;
&lt;img border=&quot;0&quot; height=&quot;35&quot; src=&quot;http://www.quranurdu.com/Ahadith/images/WinRAR-Unplugged.jpg&quot; width=&quot;40&quot; /&gt;&lt;br /&gt;&lt;span style=&quot;font-family: Arial Unicode MS; font-size: 8pt;&quot;&gt;&lt;a href=&quot;http://download3.quranurdu.com/Ahadith/Sahih_Muslim/Sahih_Muslim.rar&quot;&gt;Download&lt;br /&gt;RAR&lt;/a&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/td&gt;&lt;td align=&quot;right&quot; nowrap=&quot;&quot; width=&quot;34%&quot;&gt;&lt;div align=&quot;center&quot;&gt;
&lt;a href=&quot;http://download3.quranurdu.com/Ahadith/Sahih_Muslim/Sahih_Muslim_Vol1.pdf&quot;&gt;&lt;img border=&quot;0&quot; height=&quot;23&quot; src=&quot;http://www.quranurdu.com/Ahadith/images/part1.jpg&quot; width=&quot;84&quot; /&gt;&lt;/a&gt;&lt;br /&gt;&lt;a href=&quot;http://download3.quranurdu.com/Ahadith/Sahih_Muslim/Sahih_Muslim_Vol2.pdf&quot;&gt;&lt;img border=&quot;0&quot; height=&quot;26&quot; src=&quot;http://www.quranurdu.com/Ahadith/images/part2.jpg&quot; width=&quot;84&quot; /&gt;&lt;/a&gt;&lt;br /&gt;&lt;a href=&quot;http://download3.quranurdu.com/Ahadith/Sahih_Muslim/Sahih_Muslim_Vol3.pdf&quot;&gt;&lt;img border=&quot;0&quot; height=&quot;26&quot; src=&quot;http://www.quranurdu.com/Ahadith/images/part3.jpg&quot; width=&quot;89&quot; /&gt;&lt;/a&gt;&lt;/div&gt;
&lt;/td&gt;&lt;/tr&gt;
&lt;/tbody&gt;&lt;/table&gt;
&lt;/td&gt;&lt;td width=&quot;50%&quot;&gt;&lt;table border=&quot;1&quot; bordercolor=&quot;#E6E6E6&quot; style=&quot;border-collapse: collapse; width: 100%px;&quot;&gt;&lt;tbody&gt;
&lt;tr&gt;&lt;td colspan=&quot;2&quot; width=&quot;64%&quot;&gt;&lt;div align=&quot;center&quot;&gt;
&lt;img border=&quot;0&quot; height=&quot;31&quot; src=&quot;http://www.quranurdu.com/Ahadith/images/SB.jpg&quot; width=&quot;125&quot; /&gt;&lt;/div&gt;
&lt;/td&gt;&lt;td nowrap=&quot;&quot; rowspan=&quot;2&quot; valign=&quot;top&quot;&gt;&lt;div align=&quot;center&quot;&gt;
&lt;img border=&quot;0&quot; height=&quot;132&quot; src=&quot;http://www.quranurdu.com/Ahadith/images/Sahih_Bukhari.jpg&quot; width=&quot;100&quot; /&gt;&lt;/div&gt;
&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td width=&quot;24%&quot;&gt;&lt;div align=&quot;center&quot;&gt;
&lt;img border=&quot;0&quot; height=&quot;35&quot; src=&quot;http://www.quranurdu.com/Ahadith/images/WinRAR-Unplugged.jpg&quot; width=&quot;40&quot; /&gt;&lt;br /&gt;&lt;span style=&quot;font-family: Arial Unicode MS; font-size: 8pt;&quot;&gt;&lt;a href=&quot;http://download3.quranurdu.com/Ahadith/Sahih_Bukhari/Sahih_Bukhari.rar&quot;&gt;Download&lt;br /&gt;RAR&lt;/a&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/td&gt;&lt;td align=&quot;right&quot; nowrap=&quot;&quot; width=&quot;34%&quot;&gt;&lt;div align=&quot;center&quot;&gt;
&lt;a href=&quot;http://download3.quranurdu.com/Ahadith/Sahih_Bukhari/Sahih_Bukhari_Vol1.pdf&quot;&gt;&lt;img border=&quot;0&quot; height=&quot;23&quot; src=&quot;http://www.quranurdu.com/Ahadith/images/part1.jpg&quot; width=&quot;84&quot; /&gt;&lt;/a&gt;&lt;br /&gt;&lt;a href=&quot;http://download3.quranurdu.com/Ahadith/Sahih_Bukhari/Sahih_Bukhari_Vol2.pdf&quot;&gt;&lt;img border=&quot;0&quot; height=&quot;26&quot; src=&quot;http://www.quranurdu.com/Ahadith/images/part2.jpg&quot; width=&quot;84&quot; /&gt;&lt;/a&gt;&lt;br /&gt;&lt;a href=&quot;http://download3.quranurdu.com/Ahadith/Sahih_Bukhari/Sahih_Bukhari_Vol3.pdf&quot;&gt;&lt;img border=&quot;0&quot; height=&quot;26&quot; src=&quot;http://www.quranurdu.com/Ahadith/images/part3.jpg&quot; width=&quot;89&quot; /&gt;&lt;/a&gt;&lt;/div&gt;
&lt;/td&gt;&lt;/tr&gt;
&lt;/tbody&gt;&lt;/table&gt;
&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td width=&quot;50%&quot;&gt;&lt;table border=&quot;1&quot; bordercolor=&quot;#E6E6E6&quot; style=&quot;border-collapse: collapse; width: 100%px;&quot;&gt;&lt;tbody&gt;
&lt;tr&gt;&lt;td colspan=&quot;2&quot; width=&quot;64%&quot;&gt;&lt;div align=&quot;center&quot;&gt;
&lt;img border=&quot;0&quot; height=&quot;31&quot; src=&quot;http://www.quranurdu.com/Ahadith/images/sn.jpg&quot; width=&quot;98&quot; /&gt;&lt;/div&gt;
&lt;/td&gt;&lt;td nowrap=&quot;&quot; rowspan=&quot;2&quot; valign=&quot;top&quot;&gt;&lt;div align=&quot;center&quot;&gt;
&lt;img border=&quot;0&quot; height=&quot;133&quot; src=&quot;http://www.quranurdu.com/Ahadith/images/sunannisai.jpg&quot; width=&quot;100&quot; /&gt;&lt;/div&gt;
&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td width=&quot;24%&quot;&gt;&lt;div align=&quot;center&quot;&gt;
&lt;img border=&quot;0&quot; height=&quot;35&quot; src=&quot;http://www.quranurdu.com/Ahadith/images/WinRAR-Unplugged.jpg&quot; width=&quot;40&quot; /&gt;&lt;br /&gt;&lt;span style=&quot;font-family: Arial Unicode MS; font-size: 8pt;&quot;&gt;&lt;a href=&quot;http://download3.quranurdu.com/Ahadith/Sunan_Nasai/Sunan_Nasai.rar&quot;&gt;Download&lt;br /&gt;RAR&lt;/a&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/td&gt;&lt;td align=&quot;right&quot; nowrap=&quot;&quot; width=&quot;34%&quot;&gt;&lt;div align=&quot;center&quot;&gt;
&lt;a href=&quot;http://download3.quranurdu.com/Ahadith/Sunan_Nasai/Sunan_Nasai_Vol1.pdf&quot;&gt;&lt;img border=&quot;0&quot; height=&quot;23&quot; src=&quot;http://www.quranurdu.com/Ahadith/images/part1.jpg&quot; width=&quot;84&quot; /&gt;&lt;/a&gt;&lt;br /&gt;&lt;a href=&quot;http://download3.quranurdu.com/Ahadith/Sunan_Nasai/Sunan_Nasai_Vol2.pdf&quot;&gt;&lt;img border=&quot;0&quot; height=&quot;26&quot; src=&quot;http://www.quranurdu.com/Ahadith/images/part2.jpg&quot; width=&quot;84&quot; /&gt;&lt;/a&gt;&lt;br /&gt;&lt;a href=&quot;http://download3.quranurdu.com/Ahadith/Sunan_Nasai/Sunan_Nasai_Vol3.pdf&quot;&gt;&lt;img border=&quot;0&quot; height=&quot;26&quot; src=&quot;http://www.quranurdu.com/Ahadith/images/part3.jpg&quot; width=&quot;89&quot; /&gt;&lt;/a&gt;&lt;/div&gt;
&lt;/td&gt;&lt;/tr&gt;
&lt;/tbody&gt;&lt;/table&gt;
&lt;/td&gt;&lt;td width=&quot;50%&quot;&gt;&lt;table border=&quot;1&quot; bordercolor=&quot;#E6E6E6&quot; style=&quot;border-collapse: collapse; width: 100%px;&quot;&gt;&lt;tbody&gt;
&lt;tr&gt;&lt;td colspan=&quot;2&quot; width=&quot;64%&quot;&gt;&lt;div align=&quot;center&quot;&gt;
&lt;img border=&quot;0&quot; height=&quot;28&quot; src=&quot;http://www.quranurdu.com/Ahadith/images/sad.jpg&quot; width=&quot;108&quot; /&gt;&lt;/div&gt;
&lt;/td&gt;&lt;td nowrap=&quot;&quot; rowspan=&quot;2&quot; valign=&quot;top&quot;&gt;&lt;div align=&quot;center&quot;&gt;
&lt;img border=&quot;0&quot; height=&quot;133&quot; src=&quot;http://www.quranurdu.com/Ahadith/images/Sunan_Abu_Dawood.jpg&quot; width=&quot;100&quot; /&gt;&lt;/div&gt;
&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td width=&quot;24%&quot;&gt;&lt;div align=&quot;center&quot;&gt;
&lt;img border=&quot;0&quot; height=&quot;35&quot; src=&quot;http://www.quranurdu.com/Ahadith/images/WinRAR-Unplugged.jpg&quot; width=&quot;40&quot; /&gt;&lt;br /&gt;&lt;span style=&quot;font-family: Arial Unicode MS; font-size: 8pt;&quot;&gt;&lt;a href=&quot;http://download3.quranurdu.com/Ahadith/Sunan_Abu_Dawood/Sunan_Abu_Dawood.rar&quot;&gt;Download&lt;br /&gt;RAR&lt;/a&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/td&gt;&lt;td align=&quot;right&quot; nowrap=&quot;&quot; width=&quot;34%&quot;&gt;&lt;div align=&quot;center&quot;&gt;
&lt;a href=&quot;http://download3.quranurdu.com/Ahadith/Sunan_Abu_Dawood/Sunan_Abu_Dawood_Vol1.pdf&quot;&gt;&lt;img border=&quot;0&quot; height=&quot;23&quot; src=&quot;http://www.quranurdu.com/Ahadith/images/part1.jpg&quot; width=&quot;84&quot; /&gt;&lt;/a&gt;&lt;br /&gt;&lt;a href=&quot;http://download3.quranurdu.com/Ahadith/Sunan_Abu_Dawood/Sunan_Abu_Dawood_Vol2.pdf&quot;&gt;&lt;img border=&quot;0&quot; height=&quot;26&quot; src=&quot;http://www.quranurdu.com/Ahadith/images/part2.jpg&quot; width=&quot;84&quot; /&gt;&lt;/a&gt;&lt;br /&gt;&lt;a href=&quot;http://download3.quranurdu.com/Ahadith/Sunan_Abu_Dawood/Sunan_Abu_Dawood_Vol3.pdf&quot;&gt;&lt;img border=&quot;0&quot; height=&quot;26&quot; src=&quot;http://www.quranurdu.com/Ahadith/images/part3.jpg&quot; width=&quot;89&quot; /&gt;&lt;/a&gt;&lt;/div&gt;
&lt;/td&gt;&lt;/tr&gt;
&lt;/tbody&gt;&lt;/table&gt;
&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td width=&quot;50%&quot;&gt;&lt;table border=&quot;1&quot; bordercolor=&quot;#E6E6E6&quot; style=&quot;border-collapse: collapse; width: 100%px;&quot;&gt;&lt;tbody&gt;
&lt;tr&gt;&lt;td colspan=&quot;2&quot; width=&quot;64%&quot;&gt;&lt;div align=&quot;center&quot;&gt;
&lt;img border=&quot;0&quot; height=&quot;33&quot; src=&quot;http://www.quranurdu.com/Ahadith/images/sim.jpg&quot; width=&quot;126&quot; /&gt;&lt;/div&gt;
&lt;/td&gt;&lt;td nowrap=&quot;&quot; rowspan=&quot;2&quot; valign=&quot;top&quot;&gt;&lt;div align=&quot;center&quot;&gt;
&lt;img border=&quot;0&quot; height=&quot;133&quot; src=&quot;http://www.quranurdu.com/Ahadith/images/Sunan_Ibn_Majah.jpg&quot; width=&quot;100&quot; /&gt;&lt;/div&gt;
&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td width=&quot;24%&quot;&gt;&lt;div align=&quot;center&quot;&gt;
&lt;img border=&quot;0&quot; height=&quot;35&quot; src=&quot;http://www.quranurdu.com/Ahadith/images/WinRAR-Unplugged.jpg&quot; width=&quot;40&quot; /&gt;&lt;br /&gt;&lt;span style=&quot;font-family: Arial Unicode MS; font-size: 8pt;&quot;&gt;&lt;a href=&quot;http://download3.quranurdu.com/Ahadith/Sunan_Ibn_Majah/Sunan_Ibn_Majah.rar&quot;&gt;Download&lt;br /&gt;RAR&lt;/a&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/td&gt;&lt;td align=&quot;right&quot; nowrap=&quot;&quot; width=&quot;34%&quot;&gt;&lt;div align=&quot;center&quot;&gt;
&lt;a href=&quot;http://download3.quranurdu.com/Ahadith/Sunan_Ibn_Majah/Sunan_Ibn_Majah_Vol1.pdf&quot;&gt;&lt;img border=&quot;0&quot; height=&quot;23&quot; src=&quot;http://www.quranurdu.com/Ahadith/images/part1.jpg&quot; width=&quot;84&quot; /&gt;&lt;/a&gt;&lt;br /&gt;&lt;a href=&quot;http://download3.quranurdu.com/Ahadith/Sunan_Ibn_Majah/Sunan_Ibn_Majah_Vol2.pdf&quot;&gt;&lt;img border=&quot;0&quot; height=&quot;26&quot; src=&quot;http://www.quranurdu.com/Ahadith/images/part2.jpg&quot; width=&quot;84&quot; /&gt;&lt;/a&gt;&lt;br /&gt;&lt;a href=&quot;http://download3.quranurdu.com/Ahadith/Sunan_Ibn_Majah/Sunan_Ibn_Majah_Vol3.pdf&quot;&gt;&lt;img border=&quot;0&quot; height=&quot;26&quot; src=&quot;http://www.quranurdu.com/Ahadith/images/part3.jpg&quot; width=&quot;89&quot; /&gt;&lt;/a&gt;&lt;/div&gt;
&lt;/td&gt;&lt;/tr&gt;
&lt;/tbody&gt;&lt;/table&gt;
&lt;/td&gt;&lt;td width=&quot;50%&quot;&gt;&lt;table border=&quot;1&quot; bordercolor=&quot;#E6E6E6&quot; style=&quot;border-collapse: collapse; width: 100%px;&quot;&gt;&lt;tbody&gt;
&lt;tr&gt;&lt;td colspan=&quot;2&quot; width=&quot;64%&quot;&gt;&lt;div align=&quot;center&quot;&gt;
&lt;img border=&quot;0&quot; height=&quot;33&quot; src=&quot;http://www.quranurdu.com/Ahadith/images/jt.jpg&quot; width=&quot;111&quot; /&gt;&lt;/div&gt;
&lt;/td&gt;&lt;td nowrap=&quot;&quot; rowspan=&quot;2&quot; valign=&quot;top&quot;&gt;&lt;div align=&quot;center&quot;&gt;
&lt;img border=&quot;0&quot; height=&quot;133&quot; src=&quot;http://www.quranurdu.com/Ahadith/images/Jame_Tirmadhi.jpg&quot; width=&quot;100&quot; /&gt;&lt;/div&gt;
&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td width=&quot;24%&quot;&gt;&lt;div align=&quot;center&quot;&gt;
&lt;img border=&quot;0&quot; height=&quot;35&quot; src=&quot;http://www.quranurdu.com/Ahadith/images/WinRAR-Unplugged.jpg&quot; width=&quot;40&quot; /&gt;&lt;br /&gt;&lt;span style=&quot;font-family: Arial Unicode MS; font-size: 8pt;&quot;&gt;&lt;a href=&quot;http://download3.quranurdu.com/Ahadith/Jamia_Tirmizi/Jamia_Tirmizi.rar&quot;&gt;Download&lt;br /&gt;RAR&lt;/a&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/td&gt;&lt;td align=&quot;right&quot; nowrap=&quot;&quot; width=&quot;34%&quot;&gt;&lt;div align=&quot;center&quot;&gt;
&lt;a href=&quot;http://download3.quranurdu.com/Ahadith/Jamia_Tirmizi/Jamia_Tirmizi_Vol1.pdf&quot;&gt;&lt;img border=&quot;0&quot; height=&quot;23&quot; src=&quot;http://www.quranurdu.com/Ahadith/images/part1.jpg&quot; width=&quot;84&quot; /&gt;&lt;/a&gt;&lt;br /&gt;&lt;a href=&quot;http://download3.quranurdu.com/Ahadith/Jamia_Tirmizi/Jamia_Tirmizi_Vol2.pdf&quot;&gt;&lt;img border=&quot;0&quot; height=&quot;26&quot; src=&quot;http://www.quranurdu.com/Ahadith/images/part2.jpg&quot; width=&quot;84&quot; /&gt;&lt;/a&gt;&lt;/div&gt;
&lt;/td&gt;&lt;/tr&gt;
&lt;/tbody&gt;&lt;/table&gt;
&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td width=&quot;50%&quot;&gt;&lt;table border=&quot;1&quot; bordercolor=&quot;#E6E6E6&quot; style=&quot;border-collapse: collapse; width: 100%px;&quot;&gt;&lt;tbody&gt;
&lt;tr&gt;&lt;td colspan=&quot;2&quot; width=&quot;64%&quot;&gt;&lt;div align=&quot;center&quot;&gt;
&lt;img border=&quot;0&quot; height=&quot;31&quot; src=&quot;http://www.quranurdu.com/Ahadith/images/mim.jpg&quot; width=&quot;142&quot; /&gt;&lt;/div&gt;
&lt;/td&gt;&lt;td nowrap=&quot;&quot; rowspan=&quot;2&quot; valign=&quot;top&quot;&gt;&lt;div align=&quot;center&quot;&gt;
&lt;img border=&quot;0&quot; height=&quot;133&quot; src=&quot;http://www.quranurdu.com/Ahadith/images/Muatta_Imam_Malik.jpg&quot; width=&quot;100&quot; /&gt;&lt;/div&gt;
&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td width=&quot;24%&quot;&gt;&lt;div align=&quot;center&quot;&gt;
&lt;img border=&quot;0&quot; height=&quot;35&quot; src=&quot;http://www.quranurdu.com/Ahadith/images/WinRAR-Unplugged.jpg&quot; width=&quot;40&quot; /&gt;&lt;br /&gt;&lt;span style=&quot;font-family: Arial Unicode MS; font-size: 8pt;&quot;&gt;&lt;a href=&quot;http://download3.quranurdu.com/Ahadith/Muatta_Imam_Malik/Muatta_Imam_Malik.rar&quot;&gt;Download&lt;br /&gt;RAR&lt;/a&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/td&gt;&lt;td align=&quot;right&quot; nowrap=&quot;&quot; width=&quot;34%&quot;&gt;&lt;div align=&quot;center&quot;&gt;
&lt;a href=&quot;http://download3.quranurdu.com/Ahadith/Muatta_Imam_Malik/Muatta_Imam_Malik.pdf&quot;&gt;&lt;img border=&quot;0&quot; height=&quot;27&quot; src=&quot;http://www.quranurdu.com/Ahadith/images/comp_part.jpg&quot; width=&quot;92&quot; /&gt;&lt;/a&gt;&lt;/div&gt;
&lt;/td&gt;&lt;/tr&gt;
&lt;/tbody&gt;&lt;/table&gt;
&lt;/td&gt;&lt;td width=&quot;50%&quot;&gt;&lt;table border=&quot;1&quot; bordercolor=&quot;#E6E6E6&quot; style=&quot;border-collapse: collapse; width: 100%px;&quot;&gt;&lt;tbody&gt;
&lt;tr&gt;&lt;td colspan=&quot;2&quot; width=&quot;64%&quot;&gt;&lt;div align=&quot;center&quot;&gt;
&lt;img border=&quot;0&quot; height=&quot;32&quot; src=&quot;http://www.quranurdu.com/Ahadith/images/st.jpg&quot; width=&quot;119&quot; /&gt;&lt;/div&gt;
&lt;/td&gt;&lt;td nowrap=&quot;&quot; rowspan=&quot;2&quot; valign=&quot;top&quot;&gt;&lt;div align=&quot;center&quot;&gt;
&lt;img border=&quot;0&quot; height=&quot;133&quot; src=&quot;http://www.quranurdu.com/Ahadith/images/Shmail_Tirmizi.jpg&quot; width=&quot;100&quot; /&gt;&lt;/div&gt;
&lt;/td&gt;&lt;/tr&gt;
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</content><link rel='replies' type='application/atom+xml' href='http://jonelya.blogspot.com/feeds/5245495880058198785/comments/default' title='Post Comments'/><link rel='replies' type='text/html' href='http://jonelya.blogspot.com/2013/03/ahadith-books-in-urdu.html#comment-form' title='0 Comments'/><link rel='edit' type='application/atom+xml' href='http://www.blogger.com/feeds/7320765894818381501/posts/default/5245495880058198785'/><link rel='self' type='application/atom+xml' href='http://www.blogger.com/feeds/7320765894818381501/posts/default/5245495880058198785'/><link rel='alternate' type='text/html' href='http://jonelya.blogspot.com/2013/03/ahadith-books-in-urdu.html' title='Ahadith Books in Urdu'/><author><name>muhammad</name><uri>http://www.blogger.com/profile/09897152893922145455</uri><email>noreply@blogger.com</email><gd:image rel='http://schemas.google.com/g/2005#thumbnail' width='16' height='16' src='https://img1.blogblog.com/img/b16-rounded.gif'/></author><thr:total>0</thr:total></entry><entry><id>tag:blogger.com,1999:blog-7320765894818381501.post-4899287344656725467</id><published>2012-12-03T01:03:00.001-08:00</published><updated>2012-12-03T01:03:42.068-08:00</updated><title type='text'>People of Paradise &amp; Hell</title><content type='html'>&lt;br /&gt;
&lt;h2&gt;
&lt;span style=&quot;color: red;&quot;&gt;&lt;b&gt;The Inmates of Paradise
&amp;amp; Hell&lt;/b&gt;&lt;/span&gt;&lt;/h2&gt;
&lt;div class=&quot;MsoNormal&quot; dir=&quot;RTL&quot; style=&quot;direction: rtl; margin-bottom: 0.0001pt; text-align: right; unicode-bidi: embed;&quot;&gt;
&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Microsoft Uighur&#39;; font-size: 18pt;&quot;&gt;حدثني
أبو غسان المسمعي ومحمد بن المثنی ومحمد بن بشار بن عثمان واللفظ لأبي غسان وابن
المثنی قالا &lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;
&lt;div class=&quot;MsoNormal&quot; dir=&quot;RTL&quot; style=&quot;direction: rtl; margin-bottom: 0.0001pt; text-align: right; unicode-bidi: embed;&quot;&gt;
&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Microsoft Uighur&#39;; font-size: 18pt;&quot;&gt;حدثنا
معاذ بن هشام حدثني أبي عن قتادة عن مطرف بن عبد الله بن الشخير عن عياض بن حمار
المجاشعي أن رسول الله صلی الله عليه وسلم قال &lt;/span&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Microsoft Uighur&#39;; font-size: 12pt;&quot;&gt;.......................&lt;/span&gt;&lt;span dir=&quot;LTR&quot;&gt;&lt;/span&gt;&lt;span dir=&quot;LTR&quot;&gt;&lt;/span&gt;&lt;span dir=&quot;LTR&quot; lang=&quot;AR-SA&quot; style=&quot;font-size: 12pt;&quot;&gt;&lt;span dir=&quot;LTR&quot;&gt;&lt;/span&gt;&lt;span dir=&quot;LTR&quot;&gt;&lt;/span&gt; &lt;/span&gt;&lt;span dir=&quot;LTR&quot; style=&quot;font-size: 12pt;&quot;&gt;……… (Part of a long hadith )&lt;/span&gt;&lt;span dir=&quot;LTR&quot;&gt;….&lt;/span&gt;&lt;span dir=&quot;RTL&quot;&gt;&lt;/span&gt;&lt;span dir=&quot;RTL&quot;&gt;&lt;/span&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Microsoft Uighur&#39;; font-size: 18pt;&quot;&gt;&lt;span dir=&quot;RTL&quot;&gt;&lt;/span&gt;&lt;span dir=&quot;RTL&quot;&gt;&lt;/span&gt;.....
وأهل الجنة ثلاثة ذو سلطان مقسط متصدق موفق ورجل رحيم رقيق القلب لکل ذي قربی
ومسلم وعفيف متعفف ذو عيال قال وأهل النار خمسة الضعيف الذي لا زبر له الذين هم
فيکم تبعا لا يبتغون أهلا ولا مالا والخان الذي لا يخفی له طمع وإن دق إلا خانه
ورجل لا يصبح ولا يمسي إلا وهو يخادعک عن أهلک ومالک وذکر البخل أو الکذب والشنظير
الفحاش ولم يذکر أبو غسان في حديثه وأنفق فسننفق عليک. صحیح مسلم&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;
&lt;div class=&quot;MsoNormal&quot; dir=&quot;RTL&quot; style=&quot;direction: rtl; margin-bottom: 0.0001pt; text-align: right; unicode-bidi: embed;&quot;&gt;
&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Alvi Nastaleeq&#39;; font-size: 16pt;&quot;&gt;ابوغسان سمعی محمد بن مثنی، محمد بن بشار بن عثمان ابی
غسان ابن مثنی معاذ بن ہشام ابوقتادہ، مطرف بن عبداللہ بن شخیر حضرت عیاض بن حمار
مجاشعی سے روایت ہے کہ ..........&lt;/span&gt;&lt;span dir=&quot;LTR&quot;&gt;&lt;/span&gt;&lt;span dir=&quot;LTR&quot;&gt;&lt;/span&gt;&lt;span dir=&quot;LTR&quot; lang=&quot;AR-SA&quot; style=&quot;font-size: 12pt;&quot;&gt;&lt;span dir=&quot;LTR&quot;&gt;&lt;/span&gt;&lt;span dir=&quot;LTR&quot;&gt;&lt;/span&gt; &lt;/span&gt;&lt;span dir=&quot;LTR&quot; style=&quot;font-size: 12pt;&quot;&gt;(Part
of a long hadith )…&lt;/span&gt;&lt;span dir=&quot;RTL&quot;&gt;&lt;/span&gt;&lt;span dir=&quot;RTL&quot;&gt;&lt;/span&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Alvi Nastaleeq&#39;; font-size: 16pt;&quot;&gt;&lt;span dir=&quot;RTL&quot;&gt;&lt;/span&gt;&lt;span dir=&quot;RTL&quot;&gt;&lt;/span&gt;........&lt;/span&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Alvi Nastaleeq&#39;; font-size: 16pt;&quot;&gt;آپ صلی اللہ علیہ وسلم نے فرمایا &lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;
&lt;div align=&quot;center&quot; class=&quot;MsoNormal&quot; dir=&quot;RTL&quot; style=&quot;direction: rtl; margin-bottom: 0.0001pt; text-align: center; unicode-bidi: embed;&quot;&gt;
&lt;span lang=&quot;AR-SA&quot; style=&quot;background-color: yellow; background-position: initial initial; background-repeat: initial initial; font-family: &#39;Alvi Nastaleeq&#39;; font-size: 20pt;&quot;&gt;جنتی لوگ تین قسم کے ہیں&lt;/span&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Alvi Nastaleeq&#39;; font-size: 20pt;&quot;&gt;&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;
&lt;div class=&quot;MsoListParagraphCxSpFirst&quot; dir=&quot;RTL&quot; style=&quot;direction: rtl; margin: 0in 0.5in 0.0001pt 0in; text-align: right; text-indent: -0.25in; unicode-bidi: embed;&quot;&gt;
&lt;!--[if !supportLists]--&gt;&lt;span style=&quot;font-family: &#39;Alvi Nastaleeq&#39;; font-size: 16pt;&quot;&gt;1-&lt;span style=&quot;font-family: &#39;Times New Roman&#39;; font-size: 7pt;&quot;&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;!--[endif]--&gt;&lt;span dir=&quot;RTL&quot;&gt;&lt;/span&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Alvi Nastaleeq&#39;; font-size: 16pt;&quot;&gt;حکومت
کے ساتھ انصاف کرنے والے صدقہ و خیرات کرنے والے&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;
&lt;div class=&quot;MsoListParagraphCxSpMiddle&quot; dir=&quot;RTL&quot; style=&quot;direction: rtl; margin: 0in 0.5in 0.0001pt 0in; text-align: right; text-indent: -0.25in; unicode-bidi: embed;&quot;&gt;
&lt;!--[if !supportLists]--&gt;&lt;span style=&quot;font-family: &#39;Alvi Nastaleeq&#39;; font-size: 16pt;&quot;&gt;2-&lt;span style=&quot;font-family: &#39;Times New Roman&#39;; font-size: 7pt;&quot;&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;!--[endif]--&gt;&lt;span dir=&quot;RTL&quot;&gt;&lt;/span&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Alvi Nastaleeq&#39;; font-size: 16pt;&quot;&gt;&amp;nbsp;توفیق عطا کئے ہوئے وہ آدمی کہ جو اپنے تمام
رشتہ داروں اور مسلمانوں کے لئے نرم دل ہو&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;
&lt;div class=&quot;MsoListParagraphCxSpMiddle&quot; dir=&quot;RTL&quot; style=&quot;direction: rtl; margin: 0in 0.5in 0.0001pt 0in; text-align: right; text-indent: -0.25in; unicode-bidi: embed;&quot;&gt;
&lt;!--[if !supportLists]--&gt;&lt;span style=&quot;font-family: &#39;Alvi Nastaleeq&#39;; font-size: 16pt;&quot;&gt;3-&lt;span style=&quot;font-family: &#39;Times New Roman&#39;; font-size: 7pt;&quot;&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;!--[endif]--&gt;&lt;span dir=&quot;RTL&quot;&gt;&lt;/span&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Alvi Nastaleeq&#39;; font-size: 16pt;&quot;&gt;&amp;nbsp;وہ آدمی کہ جو پاکدامن پاکیزہ خلق والا ہو اور
عیالدار بھی ہو لیکن کسی کے سامنے اپنا ہاتھ نہ پھیلاتا ہو&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;
&lt;div class=&quot;MsoListParagraphCxSpMiddle&quot; dir=&quot;RTL&quot; style=&quot;direction: rtl; margin: 0in 0.5in 0.0001pt 0in; text-align: right; unicode-bidi: embed;&quot;&gt;
&lt;br /&gt;&lt;/div&gt;
&lt;div class=&quot;MsoListParagraphCxSpMiddle&quot; dir=&quot;RTL&quot; style=&quot;direction: rtl; margin: 0in 0.5in 0.0001pt 0in; text-align: right; unicode-bidi: embed;&quot;&gt;
&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Alvi Nastaleeq&#39;; font-size: 16pt;&quot;&gt;&amp;nbsp;اور آپ صلی
اللہ علیہ وسلم نے فرمایا &lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;
&lt;div align=&quot;center&quot; class=&quot;MsoListParagraphCxSpMiddle&quot; dir=&quot;RTL&quot; style=&quot;direction: rtl; margin: 0in 0.5in 0.0001pt 0in; text-align: center; unicode-bidi: embed;&quot;&gt;
&lt;span lang=&quot;AR-SA&quot; style=&quot;background-color: yellow; background-position: initial initial; background-repeat: initial initial; font-family: &#39;Alvi Nastaleeq&#39;; font-size: 22pt;&quot;&gt;دوزخی پانچ طرح کے ہیں&lt;/span&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Alvi Nastaleeq&#39;; font-size: 22pt;&quot;&gt;&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;
&lt;div class=&quot;MsoListParagraphCxSpMiddle&quot; dir=&quot;RTL&quot; style=&quot;direction: rtl; margin: 0in 0.5in 0.0001pt 0in; text-align: right; unicode-bidi: embed;&quot;&gt;
&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Alvi Nastaleeq&#39;; font-size: 16pt;&quot;&gt;1-وہ کمزور آدمی کہ جس کے پاس مال نہ ہو اور دوسروں کا
تابع ہو اہل و مال کا طلبگار نہ ہو &lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;
&lt;div class=&quot;MsoListParagraphCxSpMiddle&quot; dir=&quot;RTL&quot; style=&quot;direction: rtl; margin: 0in 0.5in 0.0001pt 0in; text-align: right; unicode-bidi: embed;&quot;&gt;
&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Alvi Nastaleeq&#39;; font-size: 16pt;&quot;&gt;2-خیانت کرنے والا آدمی کہ جس کی حرص چھپی نہیں رہ
سکتی اگرچہ اسے تھوڑی سی چیز ملے اور اس میں بھی خیانت کرے &lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;
&lt;div class=&quot;MsoListParagraphCxSpMiddle&quot; dir=&quot;RTL&quot; style=&quot;direction: rtl; margin: 0in 0.5in 0.0001pt 0in; text-align: right; unicode-bidi: embed;&quot;&gt;
&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Alvi Nastaleeq&#39;; font-size: 16pt;&quot;&gt;3-وہ آدمی جو صبح شام تم کو تمہارے گھر اور مال کے
بارے میں دھوکہ دیتا ہو&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;
&lt;div class=&quot;MsoListParagraphCxSpMiddle&quot; dir=&quot;RTL&quot; style=&quot;direction: rtl; margin: 0in 0.5in 0.0001pt 0in; text-align: right; text-indent: -0.25in; unicode-bidi: embed;&quot;&gt;
&lt;!--[if !supportLists]--&gt;&lt;span style=&quot;font-family: &#39;Alvi Nastaleeq&#39;; font-size: 16pt;&quot;&gt;4-&lt;span style=&quot;font-family: &#39;Times New Roman&#39;; font-size: 7pt;&quot;&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;!--[endif]--&gt;&lt;span dir=&quot;RTL&quot;&gt;&lt;/span&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Alvi Nastaleeq&#39;; font-size: 16pt;&quot;&gt;&amp;nbsp;اور آپ صلی اللہ علیہ وسلم نے بخیل یا جھوٹے آدمی
کا بھی ذکر فرمایا &lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;
&lt;div class=&quot;MsoListParagraphCxSpMiddle&quot; dir=&quot;RTL&quot; style=&quot;direction: rtl; margin: 0in 0.5in 0.0001pt 0in; text-align: right; text-indent: -0.25in; unicode-bidi: embed;&quot;&gt;
&lt;!--[if !supportLists]--&gt;&lt;span style=&quot;font-family: &#39;Alvi Nastaleeq&#39;; font-size: 16pt;&quot;&gt;5-&lt;span style=&quot;font-family: &#39;Times New Roman&#39;; font-size: 7pt;&quot;&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;!--[endif]--&gt;&lt;span dir=&quot;RTL&quot;&gt;&lt;/span&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Alvi Nastaleeq&#39;; font-size: 16pt;&quot;&gt;&amp;nbsp;اور آپ صلی اللہ علیہ وسلم نے بدخو اور بیہودہ
گالیاں بکنے والے آدمی کا بھی ذکر فرمایا۔&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;
&lt;div align=&quot;right&quot; class=&quot;MsoListParagraphCxSpLast&quot; dir=&quot;RTL&quot; style=&quot;direction: rtl; margin: 0in 0.5in 0.0001pt 0in; unicode-bidi: embed;&quot;&gt;
&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Alvi Nastaleeq&#39;; font-size: 16pt;&quot;&gt;&amp;nbsp;صحیح مسلم:جلد سوم:حدیث نمبر 2707&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;
&lt;div class=&quot;MsoNormal&quot; dir=&quot;RTL&quot; style=&quot;direction: rtl; margin-bottom: 0.0001pt; text-align: right; unicode-bidi: embed;&quot;&gt;
&lt;br /&gt;&lt;/div&gt;
&lt;div class=&quot;MsoNormal&quot; style=&quot;margin-bottom: 0.0001pt;&quot;&gt;
&lt;span dir=&quot;LTR&quot;&gt;&lt;/span&gt;&lt;span dir=&quot;LTR&quot;&gt;&lt;/span&gt;&lt;span dir=&quot;LTR&quot;&gt;&lt;/span&gt;&lt;span dir=&quot;LTR&quot;&gt;&lt;/span&gt;&#39;Iyad b. Him-ar
reported that Allah&#39;s Messenger (Salallaho Alayhay wa Sallam), while delivering
a sermon one day, said: ………(part of a long hadith )………..&lt;/div&gt;
&lt;h1 align=&quot;center&quot; style=&quot;text-align: center;&quot;&gt;
&lt;b&gt;&lt;span style=&quot;font-size: 16.0pt; line-height: 115%; mso-bidi-font-size: 14.0pt;&quot;&gt;&lt;span style=&quot;color: magenta;&quot;&gt;The inmates of Paradise are three:&lt;/span&gt;&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/b&gt;&lt;/h1&gt;
&lt;div class=&quot;MsoListParagraphCxSpFirst&quot; style=&quot;margin-bottom: 0.0001pt; text-indent: -0.25in;&quot;&gt;
&lt;!--[if !supportLists]--&gt;1-&lt;span style=&quot;font-size: 7pt;&quot;&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;
&lt;/span&gt;&lt;!--[endif]--&gt;One who wields authority and is just and fair,
one who Is truthful and has been endowed with power to do good deeds. &lt;/div&gt;
&lt;div class=&quot;MsoListParagraphCxSpMiddle&quot; style=&quot;margin-bottom: 0.0001pt; text-indent: -0.25in;&quot;&gt;
&lt;!--[if !supportLists]--&gt;2-&lt;span style=&quot;font-size: 7pt;&quot;&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;
&lt;/span&gt;&lt;!--[endif]--&gt;And the person who is merciful and kind hearted
towards his relatives and to every pious Muslim, and &lt;/div&gt;
&lt;div class=&quot;MsoListParagraphCxSpMiddle&quot; style=&quot;margin-bottom: 0.0001pt; text-indent: -0.25in;&quot;&gt;
&lt;!--[if !supportLists]--&gt;3-&lt;span style=&quot;font-size: 7pt;&quot;&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;
&lt;/span&gt;&lt;!--[endif]--&gt;The one who does not stretch his hand in spite
of having a large family to support. &lt;/div&gt;
&lt;div class=&quot;MsoListParagraphCxSpLast&quot; style=&quot;margin-bottom: 0.0001pt;&quot;&gt;
&lt;br /&gt;&lt;/div&gt;
&lt;div class=&quot;MsoNormal&quot; style=&quot;margin-bottom: 0.0001pt;&quot;&gt;
And He (Salallaho
Alayhay wa Sallam) said: &lt;/div&gt;
&lt;h1 align=&quot;center&quot; style=&quot;text-align: center;&quot;&gt;
&lt;b&gt;&lt;span style=&quot;font-size: 16.0pt; line-height: 115%; mso-bidi-font-size: 14.0pt;&quot;&gt;&lt;span style=&quot;color: magenta;&quot;&gt;The inmates of Hell are five:&lt;/span&gt;&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/b&gt;&lt;/h1&gt;
&lt;div class=&quot;MsoListParagraphCxSpFirst&quot; style=&quot;margin-bottom: 0.0001pt; text-indent: -0.25in;&quot;&gt;
&lt;!--[if !supportLists]--&gt;1-&lt;span style=&quot;font-size: 7pt;&quot;&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;
&lt;/span&gt;&lt;!--[endif]--&gt;the weak who lack power to (avoid evil), the
(carefree) who pursue (everything irrespective of the fact that it is good or
evil) and who do not have any care for their family or for their wealth. &lt;/div&gt;
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&lt;!--[if !supportLists]--&gt;2-&lt;span style=&quot;font-size: 7pt;&quot;&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;
&lt;/span&gt;&lt;!--[endif]--&gt;And those dishonest whose greed cannot be
concealed even in the case of minor things. &lt;/div&gt;
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&lt;!--[if !supportLists]--&gt;3-&lt;span style=&quot;font-size: 7pt;&quot;&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;
&lt;/span&gt;&lt;!--[endif]--&gt;And the third. who betray you. morning and
evening, in regard to your family and your property.&lt;/div&gt;
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&lt;!--[if !supportLists]--&gt;4-&lt;span style=&quot;font-size: 7pt;&quot;&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;
&lt;/span&gt;&lt;!--[endif]--&gt;He (Salallaho Alayhay wa Sallam) also made a
mention of the miser and the liar and &lt;/div&gt;
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&lt;!--[if !supportLists]--&gt;5-&lt;span style=&quot;font-size: 7pt;&quot;&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;
&lt;/span&gt;&lt;!--[endif]--&gt;He(Salallaho Alayhay wa Sallam) &amp;nbsp;said that those who are in the habit of
abusing people and using obscene and foul language. &lt;/div&gt;
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&lt;span style=&quot;font-size: 12pt;&quot;&gt;(Sahih
Muslim,Vol 3,Hadith 2707)&lt;/span&gt;&lt;span style=&quot;font-family: Elephant, serif; font-size: 16pt;&quot;&gt;&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;
</content><link rel='replies' type='application/atom+xml' href='http://jonelya.blogspot.com/feeds/4899287344656725467/comments/default' title='Post Comments'/><link rel='replies' type='text/html' href='http://jonelya.blogspot.com/2012/12/people-of-paradise-hell.html#comment-form' title='0 Comments'/><link rel='edit' type='application/atom+xml' href='http://www.blogger.com/feeds/7320765894818381501/posts/default/4899287344656725467'/><link rel='self' type='application/atom+xml' href='http://www.blogger.com/feeds/7320765894818381501/posts/default/4899287344656725467'/><link rel='alternate' type='text/html' href='http://jonelya.blogspot.com/2012/12/people-of-paradise-hell.html' title='People of Paradise &amp; Hell'/><author><name>muhammad</name><uri>http://www.blogger.com/profile/09897152893922145455</uri><email>noreply@blogger.com</email><gd:image rel='http://schemas.google.com/g/2005#thumbnail' width='16' height='16' src='https://img1.blogblog.com/img/b16-rounded.gif'/></author><thr:total>0</thr:total></entry><entry><id>tag:blogger.com,1999:blog-7320765894818381501.post-552820776923065830</id><published>2012-12-02T23:16:00.001-08:00</published><updated>2012-12-02T23:16:18.851-08:00</updated><title type='text'>The Best Prayer (Salaat)</title><content type='html'>&lt;div style=&quot;text-align: center;&quot;&gt;
bismillahir Rehmanir Raheem&lt;/div&gt;
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&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Microsoft Uighur&#39;; font-size: 20pt;&quot;&gt;حدثنا أبو توبة
الربيع بن نافع حدثنا الهيثم بن حميد عن يحيی بن الحارث عن القاسم بن عبد الرحمن
عن أبي أمامة أن رسول الله صلی الله عليه وسلم قال صلاة في إثر صلاة لا لغو بينهما
کتاب في عليين. سنن ابوداؤد&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;
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&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Microsoft Uighur&#39;; font-size: 20pt;&quot;&gt;ابو توبہ، ربیع
بن نافع، ہیثم بن حمید یحیی بن حارث، قاسم ابوعبدالرحمن، حضرت ابوامامہ رضی اللہ
تعالیٰ عنہ سے روایت ہے کہ &lt;/span&gt;&lt;/div&gt;
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&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Microsoft Uighur&#39;; font-size: 20pt;&quot;&gt;رسول اللہ صلی اللہ علیہ وسلم نے فرمایا ایک نماز کے
بعد دوسری نماز اس شان سے پڑھنا کہ درمیان میں کوئی لغو بات اور بے ہودہ کام نہ ہو
ایسا کام ہے جو علیین میں لکھا جاتا ہے علیین فرشتوں کے اس رجسٹر کا نام ہے جس میں
لوگوں کے نیک اعمال درج کیے جاتے ہیں۔&lt;/span&gt;&lt;/div&gt;
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&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Microsoft Uighur&#39;; font-size: 20pt;&quot;&gt;&amp;nbsp;سنن ابوداؤد:جلد اول:حدیث نمبر 1284&amp;nbsp; &lt;/span&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Alvi Nastaleeq&#39;; font-size: 20pt;&quot;&gt;&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;
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Narrated
AbuUmamah: &lt;b&gt;The Prophet (Salallaho alayhay wa sallam) said: Prayer followed by a
prayer with no idle talk between the two is recorded in Illiyyun&lt;/b&gt;.&lt;/div&gt;
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(Sunan Abu
Dawud,Vol 1,Hadith 1284)&lt;o:p&gt;&lt;/o:p&gt;&lt;/div&gt;
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</content><link rel='replies' type='application/atom+xml' href='http://jonelya.blogspot.com/feeds/552820776923065830/comments/default' title='Post Comments'/><link rel='replies' type='text/html' href='http://jonelya.blogspot.com/2012/12/the-best-prayer-salaat.html#comment-form' title='0 Comments'/><link rel='edit' type='application/atom+xml' href='http://www.blogger.com/feeds/7320765894818381501/posts/default/552820776923065830'/><link rel='self' type='application/atom+xml' href='http://www.blogger.com/feeds/7320765894818381501/posts/default/552820776923065830'/><link rel='alternate' type='text/html' href='http://jonelya.blogspot.com/2012/12/the-best-prayer-salaat.html' title='The Best Prayer (Salaat)'/><author><name>muhammad</name><uri>http://www.blogger.com/profile/09897152893922145455</uri><email>noreply@blogger.com</email><gd:image rel='http://schemas.google.com/g/2005#thumbnail' width='16' height='16' src='https://img1.blogblog.com/img/b16-rounded.gif'/></author><media:thumbnail xmlns:media="http://search.yahoo.com/mrss/" url="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhtKDBT76LixJvtxvHtufRs913OfKnMwb0N5gtmLu915ChWg4pdMXoqXQpjimlneI6j3xprcqk8KSeM-dunR2Z5pai5TlH6X6uP-DZdQ-TPiswLGFJejo4Co_LPV6hlJeR_9wFQWuIQDQU/s72-c/BEST.jpg" height="72" width="72"/><thr:total>0</thr:total></entry><entry><id>tag:blogger.com,1999:blog-7320765894818381501.post-137389129810288643</id><published>2012-10-21T22:35:00.001-07:00</published><updated>2012-10-21T22:35:08.008-07:00</updated><title type='text'>Virtues of Giving Loan</title><content type='html'>&lt;br /&gt;
&lt;h1&gt;
GIVING LOAN HAS 18 TIMES MORE VIRTUES THAN GIVING CHARITY&lt;span dir=&quot;RTL&quot;&gt;&lt;/span&gt;&lt;span dir=&quot;RTL&quot; style=&quot;font-family: &amp;quot;Times New Roman&amp;quot;,&amp;quot;serif&amp;quot;; mso-ascii-font-family: Cambria; mso-ascii-theme-font: major-latin; mso-bidi-font-family: &amp;quot;Times New Roman&amp;quot;; mso-bidi-theme-font: major-bidi; mso-hansi-font-family: Cambria; mso-hansi-theme-font: major-latin;&quot;&gt;&lt;span dir=&quot;RTL&quot;&gt;&lt;/span&gt; &lt;span lang=&quot;AR-SA&quot;&gt;&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/span&gt;&lt;/h1&gt;
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&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Microsoft Uighur&#39;; font-size: 16pt;&quot;&gt;حدثنا عبيد
الله بن عبد الکريم حدثنا هشام بن خالد حدثنا خالد بن يزيد و حدثنا أبو حاتم حدثنا
هشام بن خالد حدثنا خالد بن يزيد بن أبي مالک عن أبيه عن أنس بن مالک قال قال رسول
الله صلی الله عليه وسلم رأيت ليلة أسري بي علی باب الجنة مکتوبا الصدقة بعشر
أمثالها والقرض بثمانية عشر فقلت يا جبريل ما بال القرض أفضل من الصدقة قال لأن
السال يسأل وعنده والمستقرض لا يستقرض إلا من حاجة. سنن ابن ماجہ&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;
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&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Microsoft Uighur&#39;; font-size: 16pt;&quot;&gt;&amp;nbsp; عبیداللہ بن عبدالکریم، ہشام بن خالد، خالد بن یزید،
ابوحاتم، ہشام بن خالد، خالد بن یزید، ابوحاتم، ہشام بن خالد، خالد بن یزید حضرت انس
بن مالک فرماتے ہیں کہ اللہ کے رسول نے فرمایا میں نے شب اسراء میں جنت کے دروازہ پر
یہ لکھا دیکھا کہ صدقہ کا اجر دس گنا ملے گا اور قرض دینے کا اٹھارہ گنا اجر ملے گا۔
میں نے کہا کہ اے جبراءیل کیا وجہ ہے کہ قرض دینا صدقہ دینے سے افضل ہے ؟ جبراءیل نے
کہا اس کی وجہ یہ ہے کہ بسا اوقات سائل کے پاس کچھ ہوتا پھر بھی وہ سوال کرتا ہے جبکہ
قرض مانگنے والا بغیر حاجت کے قرض نہیں مانگتا۔ سنن ابن ماجہ:جلد دوم:حدیث نمبر
589 &lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;
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&lt;span style=&quot;font-family: &#39;Microsoft Uighur&#39;; font-size: 16pt;&quot;&gt;It was
narrated from Anas bin Malik that the Messenger of Allah (salallaho alayhay wa
sallam)said: &quot;On the night on which I was taken on the Night Journey
(Isra), I saw written at the gate of Paradise: &#39;Charity brings a tenfold reward
and a loan brings an eighteen fold reward.&#39; I said: &#39;O Jibril! Why is a loan
better than charity?&#39; He said: &#39;Because the beggar asks when he has something,
but the one who asks for a loan does so only because he is in need.&quot;(Sunan
Ibn Majah,Vol 2,Hadith 589)&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;
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&lt;h1&gt;
FORGIVING &amp;nbsp;IN LOAN WILL TAKE YOU TO
PARADISE&lt;/h1&gt;
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&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &amp;quot;Microsoft Uighur&amp;quot;; font-size: 16.0pt;&quot;&gt;حدثنا عبد العزيز بن عبد الله حدثنا إبراهيم بن
سعد عن ابن شهاب عن عبيد الله بن عبد الله بن عتبة عن أبي هريرة أن رسول الله صلی
الله عليه وسلم قال کان الرجل يداين الناس فکان يقول لفتاه إذا أتيت معسرا فتجاوز
عنه لعل الله أن يتجاوز عنا قال فلقي الله فتجاوز عنه. صحیح بخاری&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;
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&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &amp;quot;Microsoft Uighur&amp;quot;; font-size: 16.0pt;&quot;&gt;&amp;nbsp; &amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &amp;nbsp;&amp;nbsp;حدیث مرفوع &amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &amp;nbsp;&amp;nbsp;&amp;nbsp;مکررات&amp;nbsp;
10&amp;nbsp;&amp;nbsp; متفق علیہ 4 &lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;
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&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &amp;quot;Microsoft Uighur&amp;quot;; font-size: 16.0pt;&quot;&gt;&amp;nbsp;عبدالعزیز
ابراہیم ابن شہاب عبیداللہ حضرت ابوہریرہ رضی اللہ عنہ سے روایت کرتے ہیں کہ رسول اللہ
صلی اللہ علیہ وآلہ وسلم نے فرمایا کہ ایک شخص لوگوں کو &lt;span style=&quot;background: yellow; color: green; mso-highlight: yellow;&quot;&gt;قرض&lt;/span&gt; دے دیا کرتا تھا اور اپنے غلام
سے کہہ دیا کرتا تھا کہ جب تو (تقاضا کے لئے) کسی تنگ دست کے پاس جائے تو اس سے درگزر
کرنا شاید اللہ تعالیٰ ہم سے درگزر کرے۔ آپ صلی اللہ علیہ وآلہ وسلم نے فرمایا پھر
وہ (مرنے کے بعد) اللہ تعالیٰ سے ملا تو اللہ نے اس سے درگزر فرمایا۔ صحیح بخاری:جلد
دوم:حدیث نمبر 739&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;
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&lt;span style=&quot;font-family: &amp;quot;Microsoft Uighur&amp;quot;; font-size: 16.0pt;&quot;&gt;Narrated Abu Huraira: Allah&#39;s Apostle(salallaho
alayhay wa sallam) said, &quot;A man used to give loans to the people and used
to say to his servant, &#39;If the debtor is poor, forgive him, so that Allah may
forgive us.&#39; So when he met Allah (after his death), Allah forgave him.&quot;(Sahih
Bokhari,Vol 2,Hadith 739)&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;
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&lt;h1&gt;
The nation will not be cleaned from Sins if the weak cannot get their right
without trouble&lt;span style=&quot;font-size: 16pt; line-height: 115%;&quot;&gt;&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/h1&gt;
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&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Microsoft Uighur&#39;; font-size: 16pt;&quot;&gt;حدثنا إبراهيم
بن عبد الله بن محمد بن عثمان أبو شيبة حدثنا ابن أبي عبيدة أظنه قال حدثنا أبي عن
الأعمش عن أبي صالح عن أبي سعيد الخدري قال جا أعرابي إلی النبي صلی الله عليه
وسلم يتقاضاه دينا کان عليه فاشتد عليه حتی قال له أحرج عليک إلا قضيتني فانتهره
أصحابه وقالوا ويحک تدري من تکلم قال إني أطلب حقي فقال النبي صلی الله عليه وسلم
هلا مع صاحب الحق کنتم ثم أرسل إلی خولة بنت قيس فقال لها إن کان عندک تمر
فأقرضينا حتی يأتينا تمرنا فنقضيک فقالت نعم بأبي أنت يا رسول الله قال فأقرضته
فقضی الأعرابي وأطعمه فقال أوفيت أوفی الله لک فقال أولک خيار الناس إنه لا قدست
أمة لا يأخذ الضعيف فيها حقه غير متعتع. سنن ابن ماجہ&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;
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&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Microsoft Uighur&#39;; font-size: 16pt;&quot;&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; ابراہیم بن عبداللہ بن محمد، عثمان
، ابوشیبہ، ابن ابی عبیدہ، ابی اعمش حضرت ابوسعید خدری فرماتے ہیں کہ ایک دیہاتی نبی
کے پاس آیا اور آپ سے دین کا مطالبہ کیا جو آپ کے ذمہ تھا اس نے آپ کے ساتھ سختی کا
معاملہ کیا حتی کہ یہ کہا میں تمہیں تنگ کروں گا ورنہ میرا قرض ادا کرو۔ آپ کے صحابہ
نے اسے ڈانٹا اور کہا تجھ پر افسوس ہے تجھے معلوم نہیں کہ تو کس سے گفتگو کر رہا ہے۔
کہنے لگا کہ میں تو اپنا حق مانگ رہا ہوں تو نبی نے فرمایا حق مانگنے والے کے ساتھ
کیوں نہیں ہوتے (اس کی حمایت کیوں نہیں کرتے) پھر خولہ بنت قیس کے پاس کسی کو بھیجا
اور یہ فرمایا کہ اگر تمہارے پاس کھجور ہو تو ہمیں قرض دیدو جب ہماری کھجور آئے گی
تو ہم ادائیگی کر دیں گے کہنے لگی جی ہاں میرے والد آپ پر قربان اے اللہ کے رسول۔ راوی
کہتے ہیں کہ خولہ نے کھجور قرض دی پھر آپ نے دیہاتی کا قرضہ ادا کیا اور اسے کھانا
کھلایا پھر اس نے کہا کہ آپ نے میرا حق پورا دیا اللہ آپ کو پورا دے تو نبی نے فرمایا
یہی لوگ بہترین ہیں وہ امت کبھی پاک نہ ہوگی جس میں نا تو اں وکمزور اپنا حق بغیر مشقت
کے وصول نہ کرسکے۔ سنن ابن ماجہ:جلد دوم:حدیث نمبر 584&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;
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&lt;span style=&quot;font-family: &#39;Microsoft Uighur&#39;; font-size: 16pt;&quot;&gt;It was
narrated that Abu sa&#39;eed Al-Khudri said: &quot;A Bedouin came to the Prophet to
ask him to pay back a debt that he owed him, and he spoke, harshly, saying: &#39;I
will make things&amp;nbsp; difficult for you
unless you repay me.&#39; His Companions rebuked him and said: &#39;Woe to you, do you
know who you are speaking to?&#39; He said: &#39;I am only asking for my rights.&#39; The
Prophet said: &#39;Why do you not support the one who has a right?&#39; Then he sent
word to Khawlah bint Qais, saying to her: &#39;If you have dates, lend them to us
until our dates come, then we will pay you back. She said: &#39;Yes, may my father
be ransomed for you, O Messenger of Allah!&#39; So she gave him a loan and he paid
back the Bedouin and fed him. He (the Bedouin) said: &#39;You have paid me in full,
may Allah pay you in full.&#39;&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;
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&lt;span style=&quot;font-family: &#39;Microsoft Uighur&#39;; font-size: 16pt;&quot;&gt;&amp;nbsp;He (the Prophet salallaho alayhay wa sallam)
said: &#39;Those are the best of people. May that nation not be cleansed (of sin)
among whom the weak cannot get their rights without trouble.&#39;&#39;&#39;(Sunan Ibn
Majah,Vol2,Hadith 584)&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;
&lt;h1&gt;
The virtues get multiplied after each day of giving loan&lt;span style=&quot;font-size: 16pt; line-height: 115%;&quot;&gt;&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/h1&gt;
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&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Microsoft Uighur&#39;; font-size: 16pt;&quot;&gt;حدثنا عفان
حدثنا عبد الوارث حدثنا محمد بن جحادة عن سليمان بن بريدة عن أبيه قال سمعت رسول
الله صلى الله عليه وسلم يقول من أنظر معسرا فله بكل يوم مثله صدقة قال ثم سمعته
يقول من أنظر معسرا فله بكل يوم مثليه صدقة قلت سمعتك يا رسول الله تقول من أنظر
معسرا فله بكل يوم مثله صدقة ثم سمعتك تقول من أنظر معسرا فله بكل يوم مثليه صدقة
قال له بكل يوم صدقة قبل أن يحل الدين فإذا حل الدين فأنظره فله بكل يوم مثليه
صدقة. مسند احمد&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;
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&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Microsoft Uighur&#39;; font-size: 16pt;&quot;&gt;&amp;nbsp;حضرت بریدہ رضی اللہ عنہ سے مروی ہے کہ میں نے نبی
کریم ، صلی اللہ علیہ وسلم کو یہ فرماتے ہوئے سنا ہے کہ جو شخص کسی تنگدست مقروض کو
مہلت دیدے اسے ہر دن کے عوض اتنا ہی صدقہ کرنے کا ثواب ملے گا پھر ایک اور مرتبہ سنا
تو نبی کریم صلی اللہ علیہ وسلم نے فرمایا جو شخص کسی تنگدست مقروض کو مہلت دے دے اسے
ہر دن کے عوض دو گنا صدقہ کرنے کا ثواب ملے گا میں نے عرض کیا یا رسول اللہ! صلی اللہ
علیہ وسلم پہلے میں نے آپ کو ایک گنا اور پھر دو گنا ثواب کا ذکر کرتے ہوئے سنا؟ تو
نبی کریم صلی اللہ علیہ وسلم نے فرمایا قرض کی ادائیگی سے قبل اسے روزانہ ایک گنا صدقہ
کرنے کا ثواب ملے گا اور قرض کی ادائیگی کے بعد مہلت دینے پر دو گنا ثواب ملے گا۔ مسند
احمد:جلد نہم:حدیث نمبر 3042&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;
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&lt;span dir=&quot;LTR&quot; style=&quot;font-family: &#39;Microsoft Uighur&#39;; font-size: 16pt;&quot;&gt;Narrated by Buraida that Dear Prophet Muhammad (Salallaho alayhay wa
sallam) said that Who will given concession of time to the loan taker,then he
will get virtues equal to one time of charity(equal to amount of loan) for each
day.&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;
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&lt;span dir=&quot;LTR&quot; style=&quot;font-family: &#39;Microsoft Uighur&#39;; font-size: 16pt;&quot;&gt;Again he heard Dear Prophet Muhammad(salallaho alayhay wa sallam) saying
that&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;
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&lt;span dir=&quot;LTR&quot; style=&quot;font-family: &#39;Microsoft Uighur&#39;; font-size: 16pt;&quot;&gt;Who will given concession of time to the loan taker,then he will get
virtues equal to Two time of charity for each day.&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;
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&lt;span dir=&quot;LTR&quot; style=&quot;font-family: &#39;Microsoft Uighur&#39;; font-size: 16pt;&quot;&gt;I asked Dear Prophet Muhammad(salallaho alayhay wa sallam) that I heard
once ,one time charity and then two times charity?&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;
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&lt;span dir=&quot;LTR&quot; style=&quot;font-family: &#39;Microsoft Uighur&#39;; font-size: 16pt;&quot;&gt;Dear Prophet Muhammad(salallaho alayhay wa sallam) replied that : Before
the day of payment,for each day ,virtues equal to one time of charity(of the
loan amount) is granted and after the day of payement virtues equal to two time
of charity(of the loan amount) is granted.(Masnad Ahmad,Vol 9,Hadith 3042)&lt;/span&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Microsoft Uighur&#39;; font-size: 16pt;&quot;&gt;&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;
&lt;h1&gt;
&lt;span dir=&quot;RTL&quot; lang=&quot;AR-SA&quot; style=&quot;font-family: &amp;quot;Times New Roman&amp;quot;,&amp;quot;serif&amp;quot;; mso-ascii-font-family: Cambria; mso-ascii-theme-font: major-latin; mso-bidi-font-family: &amp;quot;Times New Roman&amp;quot;; mso-bidi-theme-font: major-bidi; mso-hansi-font-family: Cambria; mso-hansi-theme-font: major-latin;&quot;&gt;All sins of martyr are forgiven except for the
non return of loan&lt;/span&gt;&lt;span dir=&quot;RTL&quot; lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Times New Roman&#39;, serif; font-size: 16pt; line-height: 115%;&quot;&gt;&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/h1&gt;
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&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Microsoft Uighur&#39;; font-size: 16pt;&quot;&gt;حدثنا قتيبة بن
سعيد حدثنا ليث عن سعيد بن أبي سعيد عن عبد الله بن أبي قتادة عن أبي قتادة أنه
سمعه يحدث عن رسول الله صلى الله عليه وسلم أنه قام فيهم فذكر لهم أن الجهاد في
سبيل الله والإيمان بالله أفضل الأعمال فقام رجل فقال يا رسول الله أرأيت إن قتلت
في سبيل الله تكفر عني خطاياي فقال له رسول الله صلى الله عليه وسلم نعم إن قتلت
في سبيل الله وأنت صابر محتسب مقبل غير مدبر ثم قال رسول الله صلى الله عليه وسلم
كيف قلت قال أرأيت إن قتلت في سبيل الله أتكفر عني خطاياي فقال رسول الله صلى الله
عليه وسلم نعم وأنت صابر محتسب مقبل غير مدبر إلا الدين فإن جبريل عليه السلام قال
لي ذلك. صحیح مسلم&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;
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&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Microsoft Uighur&#39;; font-size: 16pt;&quot;&gt;قتیبہ بن سعید،
لیث، سعید بن ابوسعید، عبداللہ حضرت ابوقتادہ رضی اللہ تعالیٰ عنہ سے روایت ہے کہ رسول
اللہ صلی اللہ علیہ وسلم نے صحابہ کرام رضی اللہ عنہم کے درمیان کھڑے ہو کر ارشاد فرمایا
اللہ کے راستہ میں جہاد اور اللہ پر ایمان لانا افضل الاعمال ہیں ایک آدمی نے کھڑا
ہو کر عرض کیا اے اللہ کے رسول (صلی اللہ علیہ وسلم) اگر میں اللہ کے راستہ میں قتل
کیا جاؤں تو میرے گناہوں کا کفارہ ہو جائے گا اس بارے میں آپ صلی اللہ علیہ وسلم کیا
فرماتے ہیں تو رسول اللہ صلی اللہ علیہ وسلم نے اسے فرمایا ہاں اگر تو اللہ کے راستہ
میں قتل کیا جائے اور تو صبر کرنے والا(ثابت قدم)، ثواب کی نیت رکھنے والا اور پیٹھ
پھیرے بغیر دشمن کی طرف متوجہ رہنے والا ہو پھر رسول اللہ صلی اللہ علیہ وسلم نے فرمایا
تم نے کیا کہا تھا اس نے کہا میں نے کہا تھا کہ اگر میں اللہ کے راستہ میں قتل کیا
جاؤں تو کیا میرے گناہ مجھ سے دور ہو جائیں گے تو نبی صلی اللہ علیہ وسلم نے فرمایا
ہاں اس صورت میں کہ تو صبر کرنے والا ثواب کی نیت رکھنے والا اور پیٹھ پھیرے بغیر دشمن
کی طرف متوجہ رہنے والا ہو تو سوائے قرض کے(سب گناہ معاف ہو جائیں گے) کیونکہ جبرائیل
نے مجھے یہی کہا ہے۔ صحیح مسلم:جلد سوم:حدیث نمبر 383&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;
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&lt;span style=&quot;font-family: &#39;Microsoft Uighur&#39;; font-size: 16pt;&quot;&gt;It has
been narrated on the authority of Abu Qatada that the Messenger of Allah (may
peace be upon him) stood up among them (his Companions) to deliver his sermon
in which he told them that Jihad in the way of Allah and belief in Allah (with
all His Attributes) are the most meritorious of acts. A man stood up and said:
Messenger of Allah, do you think that if I am killed in the way of Allah, my
sins will be blotted out from me? The Messenger of Allah (may peace be upon
him) said: Yes, in case you are killed in the way of Allah and you were patient
and sincere and you always fought facing the enemy, never turming your back
upon him. Then he added: What have you said (now)? (Wishing to have further
assurance from him for his satisfaction), he asked (again): Do you think if I
am killed in the way of Allah, all my sins will be obliterated from me? The
Messenger of Allah (may peace be upon him) said: Yes, it you were patient and
sincere and always fought facing the enemy and never turning your back upon
him, (all your lapses would be forgiven) except debt. Gabriel has told me this.(Saheeh
Muslim,Vol 3,Hadith 383)&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;
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</content><link rel='replies' type='application/atom+xml' href='http://jonelya.blogspot.com/feeds/137389129810288643/comments/default' title='Post Comments'/><link rel='replies' type='text/html' href='http://jonelya.blogspot.com/2012/10/virtues-of-giving-loan.html#comment-form' title='0 Comments'/><link rel='edit' type='application/atom+xml' href='http://www.blogger.com/feeds/7320765894818381501/posts/default/137389129810288643'/><link rel='self' type='application/atom+xml' href='http://www.blogger.com/feeds/7320765894818381501/posts/default/137389129810288643'/><link rel='alternate' type='text/html' href='http://jonelya.blogspot.com/2012/10/virtues-of-giving-loan.html' title='Virtues of Giving Loan'/><author><name>muhammad</name><uri>http://www.blogger.com/profile/09897152893922145455</uri><email>noreply@blogger.com</email><gd:image rel='http://schemas.google.com/g/2005#thumbnail' width='16' height='16' src='https://img1.blogblog.com/img/b16-rounded.gif'/></author><thr:total>0</thr:total></entry><entry><id>tag:blogger.com,1999:blog-7320765894818381501.post-5555779675575036292</id><published>2012-10-14T09:34:00.004-07:00</published><updated>2012-10-14T09:48:57.647-07:00</updated><title type='text'>Fasting in Dhul-Hijjah</title><content type='html'>&lt;div dir=&quot;ltr&quot; style=&quot;text-align: left;&quot; trbidi=&quot;on&quot;&gt;
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&lt;h1&gt;
The greatest
Reward of Good deeds is in Dhul-Hijjah&lt;span dir=&quot;RTL&quot; lang=&quot;AR-SA&quot; style=&quot;font-family: &amp;quot;Times New Roman&amp;quot;,&amp;quot;serif&amp;quot;; font-size: 14.0pt; line-height: 115%; mso-ansi-font-size: 18.0pt; mso-ascii-font-family: Cambria; mso-ascii-theme-font: major-latin; mso-bidi-font-family: &amp;quot;Times New Roman&amp;quot;; mso-bidi-theme-font: major-bidi; mso-fareast-font-family: &amp;quot;Arial Unicode MS&amp;quot;; mso-hansi-font-family: Cambria; mso-hansi-theme-font: major-latin;&quot;&gt;&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/h1&gt;
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&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Microsoft Uighur&#39;; font-size: 16pt;&quot;&gt;حدثنا هناد حدثنا أبو معاوية عن الأعمش عن مسلم
هو البطين وهو ابن أبي عمران عن سعيد بن جبير عن ابن عباس قال قال رسول الله صلی
الله عليه وسلم ما من أيام العمل الصالح فيهن أحب إلی الله من هذه الأيام العشر
فقالوا يا رسول الله ولا الجهاد في سبيل الله فقال رسول الله صلی الله عليه وسلم
ولا الجهاد في سبيل الله إلا رجل خرج بنفسه وماله فلم يرجع من ذلک بشي وفي الباب
عن ابن عمر وأبي هريرة وعبد الله بن عمرو وجابر قال أبو عيسی حديث ابن عباس . جامع
ترمذی&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;
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&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Microsoft Uighur&#39;; font-size: 16pt;&quot;&gt;ہناد، ابومعاویہ، اعمش، مسلم، ابن عمر حضرت ابن
عباس رضی اللہ تعالیٰ عنہما سے روایت ہے کہ رسول اللہ صلی اللہ علیہ وآلہ وسلم نے
فرمایا ذوالحجہ کے پہلے دس دنوں میں کئے گئے اعمال صالحہ اللہ تعالیٰ کے نزدیک
تمام ایام میں کئے گئے نیک اعمال سے زیادہ محبوب ہیں۔ صحابہ رضی اللہ تعالیٰ عنہم
نے عرض کیا یا رسول اللہ صلی اللہ علیہ وآلہ وسلم اگر ان دس دنوں کے علاوہ اللہ کی
راہ میں جہاد کرے تب بھی؟ آپ صلی اللہ علیہ وآلہ وسلم نے فرمایا ! ہاں تب بھی انہی
ایام کا عمل زیادہ محبوب ہے البتہ اگر کوئی شخص اپنی جان ومال دونوں چیزیں لے کر
جہاد میں نکلا اور ان میں سے کسی چیز کے ساتھ تو واپس نہ ہوا (یعنی شہید ہوگیا) تو
یہ افضل ہے اس باب میں ابن عمر رضی اللہ تعالیٰ عنہ ابوہریرہ عبداللہ بن عمر رضی
اللہ تعالیٰ عنہ و، اور جابر رضی اللہ تعالیٰ عنہ سے بھی روایت ہے ۔ جامع
ترمذی:جلد اول:حدیث نمبر 741&amp;nbsp; &amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &amp;nbsp;&amp;nbsp;حدیث مرفوع &amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &amp;nbsp;&amp;nbsp;&amp;nbsp;مکررات&amp;nbsp;
9&amp;nbsp;&amp;nbsp; متفق علیہ 1 &lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;
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&lt;span style=&quot;font-family: Arial, sans-serif; font-size: 12pt;&quot;&gt;Sayyidina Ibn Abbas (RA) reported that
Allah’s Messenger (Salallaho alayhay wa sallam) said, ‘None of the days when
good deeds are done are dearer to Allah than during these ten days”. They
asked, 0 Messenger of Allah! Not even jihad in Allah’s cause?” So, he said,
“Not even jihad in Allah’s cause except that a man goes out with his body and
wealth and does not return with anyting&lt;/span&gt;&lt;span style=&quot;font-family: &#39;Microsoft Uighur&#39;; font-size: 12pt;&quot;&gt;”.&lt;a href=&quot;file:///C:/Users/DELL/Desktop/fasting%20in%20zilhajj.docx#_ftn1&quot; name=&quot;_ftnref1&quot; title=&quot;&quot;&gt;&lt;span class=&quot;MsoFootnoteReference&quot;&gt;&lt;!--[if !supportFootnotes]--&gt;&lt;span class=&quot;MsoFootnoteReference&quot;&gt;&lt;span style=&quot;color: black; font-size: 12pt; line-height: 115%;&quot;&gt;[1]&lt;/span&gt;&lt;/span&gt;&lt;!--[endif]--&gt;&lt;/span&gt;&lt;/a&gt;&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;
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&lt;span style=&quot;font-family: Arial, sans-serif; font-size: 12pt;&quot;&gt;Same hadith is narrated in Sunan Abu Daud.&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;
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&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Microsoft Uighur&#39;; font-size: 16pt;&quot;&gt;حدثنا عثمان بن أبي شيبة حدثنا وکيع حدثنا
الأعمش عن أبي صالح ومجاهد ومسلم البطين عن سعيد بن جبير عن ابن عباس قال قال رسول
الله صلی الله عليه وسلم ما من أيام العمل الصالح فيها أحب إلی الله من هذه الأيام
يعني أيام العشر قالوا يا رسول الله ولا الجهاد في سبيل الله قال ولا الجهاد في
سبيل الله إلا رجل خرج بنفسه وماله فلم يرجع من ذلک بشي. سنن ابوداؤد&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;
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&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Microsoft Uighur&#39;; font-size: 16pt;&quot;&gt;&amp;nbsp;عثمان
بن ابی شیبہ، وکیع، اعمش ابوصالح، مجاہد، حضرت عبداللہ بن عباس سے مروی ہے کہ رسول
اللہ نے فرمایا کوئی نیک عمل کسی دن میں اللہ تعالیٰ کو اتنا پسند نہیں جتنا ان
دنوں میں پسند ہے یعنی ذی الحجہ کے ابتدائی دس دنوں میں۔ لوگوں نے پوچھا یا رسول
اللہ صلی اللہ علیہ وآلہ وسلم کیا جہاد فی سبیل اللہ بھی نہیں؟ آپ صلی اللہ علیہ
وآلہ وسلم نے فرمایا! جہاد فی سبیل اللہ بھی نہیں۔ مگر وہ جہاد جس میں آدمی اپنا
جان و مال لے کر نکلے اور پھر واپس نہ لوٹے (بلکہ وہیں شہید ہو جائے). سنن
ابوداؤد:جلد دوم:حدیث نمبر 673 &lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;
&lt;h1&gt;
Fasting in Dhul Hajjah
is equal to 2 years of Fasting &amp;amp; worship at night is equal to the Night of
Qadar&lt;o:p&gt;&lt;/o:p&gt;&lt;/h1&gt;
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&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Microsoft Uighur&#39;; font-size: 16pt;&quot;&gt;حدثنا أبو بکر بن نافع البصري حدثنا مسعود بن
واصل عن نهاس بن قهم عن قتادة عن سعيد بن المسيب عن أبي هريرة عن النبي صلی الله
عليه وسلم قال ما من أيام أحب إلی الله أن يتعبد له فيها من عشر ذي الحجة يعدل
صيام کل يوم منها بصيام سنة وقيام کل ليلة منها بقيام ليلة القدر . جامع ترمذی &lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;
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&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Microsoft Uighur&#39;; font-size: 16pt;&quot;&gt;ابوبکر بن نافع، مسعود بن واصل، نہاس بن قہم،
قتادہ، سعید بن مسیب، حضرت ابوہریرہ رضی اللہ تعالیٰ عنہ سے روایت ہے کہ نبی اکریم
صلی اللہ علیہ وآلہ وسلم نے فرمایا اللہ کے نزدیک ذوالحج کے پہلے دس دنوں کی عبادت
تمام دنوں کی عبادت سے زیادہ پسندیدہ ہے۔ ان ایام میں سے (یعنی ذوالحجہ کے پہلے دس
دنوں میں) ایک دن کا روزہ پورے سال کے روزوں اور رات کا قیام شب قدر کے قیام کے
برابر ہے۔ جامع ترمذی:جلد اول:حدیث نمبر 742 &lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;
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&lt;span style=&quot;font-family: Arial, sans-serif; font-size: 12pt;&quot;&gt;Sayyidina Abu Huryrah reported that the
Prophet(salallaho alayhay wa sallam) said, ‘None of the days are dearer to
Allah during which He is worshipped than the ten days ofDhul Hajjah. Fasting on
each of these days is like fasting for a year and standing (in worship) on each
of its nights is like standing on Laylatul Qadr.&lt;a href=&quot;file:///C:/Users/DELL/Desktop/fasting%20in%20zilhajj.docx#_ftn2&quot; name=&quot;_ftnref2&quot; title=&quot;&quot;&gt;&lt;span class=&quot;MsoFootnoteReference&quot;&gt;&lt;!--[if !supportFootnotes]--&gt;&lt;span class=&quot;MsoFootnoteReference&quot;&gt;&lt;span style=&quot;color: black; font-size: 12pt; line-height: 115%;&quot;&gt;[2]&lt;/span&gt;&lt;/span&gt;&lt;!--[endif]--&gt;&lt;/span&gt;&lt;/a&gt; &lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;
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&lt;h1&gt;
Fasting on 9 Dhul
Hajjah will clean sins of 2 years&lt;o:p&gt;&lt;/o:p&gt;&lt;/h1&gt;
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&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Microsoft Uighur&#39;; font-size: 16pt;&quot;&gt;حدثنا يحيى بن
سعيد حدثنا سفيان عن منصور عن مجاهد عن حرملة بن إياس عن أبي قتادة قال قال رسول
الله صلى الله عليه وسلم صوم يوم عرفة يكفر سنتين ماضية ومستقبلة وصوم عاشورا يكفر
سنة ماضية.&lt;/span&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Microsoft Uighur&#39;; font-size: 16pt;&quot;&gt;
مسند احمد&lt;/span&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Microsoft Uighur&#39;; font-size: 16pt;&quot;&gt;&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;
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&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Microsoft Uighur&#39;; font-size: 16pt;&quot;&gt;&amp;nbsp;حضرت
ابو قتادہ رضی اللہ عنہ سے مروی ہے کہ نبی کریم صلی اللہ علیہ وسلم نے فرمایا یوم
عرفہ (نو ذی الحجہ) کا روزہ دو سال کا کفارہ بنتا ہے یوم عاشوراء کا روزہ ایک سال
کا کفارہ بنتا ہے۔ مسند احمد:جلد نہم:حدیث نمبر 2570&amp;nbsp;&amp;nbsp;&amp;nbsp; حدیث متواتر&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;
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&lt;span dir=&quot;LTR&quot; style=&quot;font-family: Arial, sans-serif; font-size: 14pt;&quot;&gt;Narrated by Abu
Qatadah(RA)that Dear Prophet Muhammad(salallaho alayhay wa sallam) said that
the fast of the day of Arfa (9 Dhul Hajjah) will clear (become Kaffara) the
sins of 2 years and the fast on the day of Ashura (9 Moharram) will clear the
sins of one year&lt;a href=&quot;file:///C:/Users/DELL/Desktop/fasting%20in%20zilhajj.docx#_ftn3&quot; name=&quot;_ftnref3&quot; title=&quot;&quot;&gt;&lt;span class=&quot;MsoFootnoteReference&quot;&gt;&lt;!--[if !supportFootnotes]--&gt;&lt;span class=&quot;MsoFootnoteReference&quot;&gt;&lt;span style=&quot;color: black; font-size: 14pt; line-height: 115%;&quot;&gt;[3]&lt;/span&gt;&lt;/span&gt;&lt;!--[endif]--&gt;&lt;/span&gt;&lt;/a&gt;.&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;
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&lt;h1&gt;
Fasting on 9 Dhul
Hajja will clean the sins of 1 year before and 1 year afterwards&lt;span dir=&quot;RTL&quot; lang=&quot;AR-SA&quot; style=&quot;font-family: &amp;quot;Times New Roman&amp;quot;,&amp;quot;serif&amp;quot;; font-size: 14.0pt; line-height: 115%; mso-ansi-font-size: 18.0pt; mso-ascii-font-family: Cambria; mso-ascii-theme-font: major-latin; mso-bidi-font-family: &amp;quot;Times New Roman&amp;quot;; mso-bidi-theme-font: major-bidi; mso-fareast-font-family: &amp;quot;Arial Unicode MS&amp;quot;; mso-hansi-font-family: Cambria; mso-hansi-theme-font: major-latin;&quot;&gt;&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/h1&gt;
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&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Microsoft Uighur&#39;; font-size: 16pt;&quot;&gt;حدثنا قتيبة
وأحمد بن عبدة الضبي قالا حدثنا حماد بن زيد عن غيلان بن جرير عن عبد الله بن معبد
الزماني عن أبي قتادة أن النبي صلی الله عليه وسلم قال صيام يوم عرفة إني أحتسب
علی الله أن يکفر السنة التي قبله والسنة التي بعده قال وفي الباب عن أبي سعيد قال
أبو عيسی حديث أبي قتادة حديث حسن وقد استحب أهل العلم صيام يوم عرفة إلا بعرفة.
جامع ترمذی&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;
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&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Microsoft Uighur&#39;; font-size: 16pt;&quot;&gt;قتیبہ، احمد بن
عبیدہ، حماد بن زید، غیلان بن جریر، عبداللہ بن معبد، حضرت ابوقتادہ رضی اللہ
تعالیٰ عنہ سے روایت ہے کہ نبی کریم صلی اللہ علیہ وآلہ وسلم نے فرمایا مجھے اللہ
تعالیٰ سے امید ہے کہ عرفہ کے دن کا روزہ رکھنے سے ایک سال پہلے اور ایک سال بعد
کے گناہ معاف فرما دے۔ دے اس باب میں حضرت ابوسعید&amp;nbsp; رضی اللہ تعالیٰ عنہا سے بھی روایت ہے۔ ۔ علماء
کے نزدیک یوم عرفہ کا روزہ مستحب ہے مگر میدان عرفات میں نہ ہو۔ (یعنی جب میدان
عرفات میں ہوتا مستحب نہیں). جامع ترمذی:جلد اول:حدیث نمبر 733 &lt;/span&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Microsoft Uighur&#39;; font-size: 14pt;&quot;&gt;&amp;nbsp;&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;
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&lt;span dir=&quot;LTR&quot; style=&quot;font-family: Arial, sans-serif; font-size: 12pt;&quot;&gt;Narrated by Abu Qtaday(ra) that Dear Prophet Muhammad
(salallaho alayhay wa sallam) said that &quot;I have hope from Allah that
fasting on the day of Arfa(9 Dhul Hajjah),will clear (Kaffara) the sins of 1
year before and 1 year after.&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;
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&lt;span dir=&quot;LTR&quot; style=&quot;font-family: Arial, sans-serif; font-size: 12pt;&quot;&gt;Same hadith is narrated by Hazrat Abu Saeed (ra).But
other ahadith tells that during hajj in the gound of Arafat, fasting on 9 Dhul
Hajjah is not allowed.&lt;a href=&quot;file:///C:/Users/DELL/Desktop/fasting%20in%20zilhajj.docx#_ftn4&quot; name=&quot;_ftnref4&quot; title=&quot;&quot;&gt;&lt;span class=&quot;MsoFootnoteReference&quot;&gt;&lt;!--[if !supportFootnotes]--&gt;&lt;span class=&quot;MsoFootnoteReference&quot;&gt;&lt;span style=&quot;color: black; font-size: 12pt; line-height: 115%;&quot;&gt;[4]&lt;/span&gt;&lt;/span&gt;&lt;!--[endif]--&gt;&lt;/span&gt;&lt;/a&gt;.
&lt;/span&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: Arial, sans-serif; font-size: 12pt;&quot;&gt;&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;
&lt;h1&gt;
Dont fast on 9 Dhul Hajjah during the stay in Arafat&lt;span dir=&quot;RTL&quot; lang=&quot;AR-SA&quot; style=&quot;font-family: &amp;quot;Times New Roman&amp;quot;,&amp;quot;serif&amp;quot;; font-size: 14.0pt; line-height: 115%; mso-ansi-font-size: 18.0pt; mso-ascii-font-family: Cambria; mso-ascii-theme-font: major-latin; mso-bidi-font-family: &amp;quot;Times New Roman&amp;quot;; mso-bidi-theme-font: major-bidi; mso-hansi-font-family: Cambria; mso-hansi-theme-font: major-latin;&quot;&gt;&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/h1&gt;
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&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Microsoft Uighur&#39;; font-size: 16pt;&quot;&gt;حدثنا وكيع قال
حدثنا حوشب بن عقيل قال حدثني مهدي العبدي عن عكرمة قال قال دخلت على أبي هريرة في
بيته فسألته عن صوم عرفة بعرفات فقال أبو هريرة نهى رسول الله صلى الله عليه وسلم
عن صوم عرفة بعرفات. مسند احمد&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;
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&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Microsoft Uighur&#39;; font-size: 16pt;&quot;&gt;&amp;nbsp;عکرمہ رحمۃ اللہ علیہ کہتے ہیں کہ ایک مرتبہ میں
حضرت ابوہریرہ رضی اللہ عنہ کے گھر ان کی خدمت میں حاضر ہوا میں نے ان سے میدان
عرفات میں عرفہ کے دن روزہ رکھنے کا مسئلہ پوچھا انہوں نے فرمایا کہ نبی کریم صلی
اللہ علیہ وسلم نے میدان عرفات میں یوم عرفہ کا روزہ رکھنے سے منع فرمایا ہے۔ مسند
احمد:جلد چہارم:حدیث نمبر 2563&amp;nbsp; &amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &amp;nbsp;&amp;nbsp;حدیث مرفوع&amp;nbsp;&amp;nbsp;
متفق علیہ&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;
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&lt;span dir=&quot;LTR&quot; style=&quot;font-family: Arial, sans-serif; font-size: 12pt;&quot;&gt;Narrated by Ekrama that he asked Abu
Huraira(ra) about fasting on the day of Arfa(9 Dhul Hajjah),he replied that
Dear Prophet Muhammad(salallaho alayhay wa sallam) has forbidden to fast during
the stay in the ground of Arafat&lt;a href=&quot;file:///C:/Users/DELL/Desktop/fasting%20in%20zilhajj.docx#_ftn5&quot; name=&quot;_ftnref5&quot; title=&quot;&quot;&gt;&lt;span class=&quot;MsoFootnoteReference&quot;&gt;&lt;!--[if !supportFootnotes]--&gt;&lt;span class=&quot;MsoFootnoteReference&quot;&gt;&lt;span style=&quot;color: black; font-size: 12pt; line-height: 115%;&quot;&gt;[5]&lt;/span&gt;&lt;/span&gt;&lt;!--[endif]--&gt;&lt;/span&gt;&lt;/a&gt;.&lt;/span&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: Arial, sans-serif; font-size: 14pt;&quot;&gt;&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;
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&lt;br /&gt;&lt;/div&gt;
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&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Microsoft Uighur&#39;; font-size: 16pt;&quot;&gt;حدثنا هارون بن عبد الله الحمال حدثنا سفيان بن
عيينة عن عبد الرحمن بن حميد بن عبد الرحمن بن عوف عن سعيد بن المسيب عن أم سلمة
أن النبي صلی الله عليه وسلم قال إذا دخل العشر وأراد أحدکم أن يضحي فلا يمس من شعره
ولا بشره شيا. سنن ابن ماجہ&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;
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&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Microsoft Uighur&#39;; font-size: 16pt;&quot;&gt;ہارون بن عبد اللہ، سفیان بن عیینہ، عبدالرحمن
بن حمید بن عبدالرحمن بن عوف، سعید بن مسیب، حضرت ام سلمہ&amp;nbsp; رضی اللہ تعالیٰ عنہا سے روایت ہے کہ نبی صلی
اللہ علیہ وآلہ وسلم نے فرمایا جب ذی الحجہ کے پہلے دس دن ہوں اور تم میں سے کسی کا
قربانی کا ارادہ ہو تو وہ اپنے بال اور بدن میں سے کچھ بھی نہ لے۔ سنن ابن
ماجہ:جلد سوم:حدیث نمبر 30 &lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;
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&lt;span style=&quot;font-family: Arial, sans-serif; font-size: 12pt;&quot;&gt;It was narrated from Umm Salamah that the
Prophet said: &quot;When the ten days (of Dhul- Hijjah) begin, and one of you
wants to offer a sacrifice, let him not remove anything from his hair or skin. &quot;
&lt;a href=&quot;file:///C:/Users/DELL/Desktop/fasting%20in%20zilhajj.docx#_ftn6&quot; name=&quot;_ftnref6&quot; title=&quot;&quot;&gt;&lt;span class=&quot;MsoFootnoteReference&quot;&gt;&lt;!--[if !supportFootnotes]--&gt;&lt;span class=&quot;MsoFootnoteReference&quot;&gt;&lt;span style=&quot;color: black; font-size: 12pt; line-height: 115%;&quot;&gt;[6]&lt;/span&gt;&lt;/span&gt;&lt;!--[endif]--&gt;&lt;/span&gt;&lt;/a&gt;&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;
&lt;div class=&quot;MsoNormal&quot;&gt;
&lt;div class=&quot;separator&quot; style=&quot;clear: both; text-align: center;&quot;&gt;
&lt;a href=&quot;https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhADzefpU1Ubfy1ICiE4E8NbQ8BLBFkPYI_pVSxRSg0fqTqSfcliYEDIXN_BP4_bvLxG8ril4Eo3UWKX6jA-PcO6Fw5a9ewg43Gu9NchAVyvtcAYjBpEJxS54komLU_az1nYI8z3KWsdHc/s1600/dhul-hijjah.jpg&quot; imageanchor=&quot;1&quot; style=&quot;margin-left: 1em; margin-right: 1em;&quot;&gt;&lt;img border=&quot;0&quot; src=&quot;https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhADzefpU1Ubfy1ICiE4E8NbQ8BLBFkPYI_pVSxRSg0fqTqSfcliYEDIXN_BP4_bvLxG8ril4Eo3UWKX6jA-PcO6Fw5a9ewg43Gu9NchAVyvtcAYjBpEJxS54komLU_az1nYI8z3KWsdHc/s1600/dhul-hijjah.jpg&quot; /&gt;&lt;/a&gt;&lt;/div&gt;
.&lt;/div&gt;
&lt;div&gt;
&lt;!--[if !supportFootnotes]--&gt;&lt;br clear=&quot;all&quot; /&gt;
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&lt;br /&gt;
&lt;div id=&quot;ftn1&quot;&gt;
&lt;div class=&quot;MsoNormal&quot; style=&quot;margin-bottom: 0.0001pt;&quot;&gt;
&lt;a href=&quot;file:///C:/Users/DELL/Desktop/fasting%20in%20zilhajj.docx#_ftnref1&quot; name=&quot;_ftn1&quot; title=&quot;&quot;&gt;&lt;span class=&quot;MsoFootnoteReference&quot;&gt;&lt;span style=&quot;font-family: &amp;quot;Arial&amp;quot;,&amp;quot;sans-serif&amp;quot;;&quot;&gt;&lt;!--[if !supportFootnotes]--&gt;&lt;span class=&quot;MsoFootnoteReference&quot;&gt;&lt;span style=&quot;font-size: 11pt; line-height: 115%;&quot;&gt;[1]&lt;/span&gt;&lt;/span&gt;&lt;!--[endif]--&gt;&lt;/span&gt;&lt;/span&gt;&lt;/a&gt;&lt;span style=&quot;font-family: &amp;quot;Arial&amp;quot;,&amp;quot;sans-serif&amp;quot;;&quot;&gt; Jamia Tirimdi vol1,Hadith 741,Ahmed
1968, Bukhari 795, Abu Dawud 2438, Ibn e Majah 1727&lt;/span&gt;&amp;nbsp;&lt;/div&gt;
&lt;/div&gt;
&lt;div id=&quot;ftn2&quot;&gt;
&lt;div class=&quot;MsoFootnoteText&quot;&gt;
&lt;a href=&quot;file:///C:/Users/DELL/Desktop/fasting%20in%20zilhajj.docx#_ftnref2&quot; name=&quot;_ftn2&quot; title=&quot;&quot;&gt;&lt;span class=&quot;MsoFootnoteReference&quot;&gt;&lt;span style=&quot;font-family: &amp;quot;Arial&amp;quot;,&amp;quot;sans-serif&amp;quot;; font-size: 11.0pt;&quot;&gt;&lt;!--[if !supportFootnotes]--&gt;&lt;span class=&quot;MsoFootnoteReference&quot;&gt;&lt;span style=&quot;font-size: 11pt; line-height: 115%;&quot;&gt;[2]&lt;/span&gt;&lt;/span&gt;&lt;!--[endif]--&gt;&lt;/span&gt;&lt;/span&gt;&lt;/a&gt;&lt;span style=&quot;font-family: &amp;quot;Arial&amp;quot;,&amp;quot;sans-serif&amp;quot;; font-size: 11.0pt;&quot;&gt; Jamia Tirimdi Vol
1,Hadith 742.&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/div&gt;
&lt;div id=&quot;ftn3&quot;&gt;
&lt;div class=&quot;MsoFootnoteText&quot;&gt;
&lt;a href=&quot;file:///C:/Users/DELL/Desktop/fasting%20in%20zilhajj.docx#_ftnref3&quot; name=&quot;_ftn3&quot; title=&quot;&quot;&gt;&lt;span class=&quot;MsoFootnoteReference&quot;&gt;&lt;span style=&quot;font-family: &amp;quot;Arial&amp;quot;,&amp;quot;sans-serif&amp;quot;; font-size: 11.0pt;&quot;&gt;&lt;!--[if !supportFootnotes]--&gt;&lt;span class=&quot;MsoFootnoteReference&quot;&gt;&lt;span style=&quot;font-size: 11pt; line-height: 115%;&quot;&gt;[3]&lt;/span&gt;&lt;/span&gt;&lt;!--[endif]--&gt;&lt;/span&gt;&lt;/span&gt;&lt;/a&gt;&lt;span style=&quot;font-family: &amp;quot;Arial&amp;quot;,&amp;quot;sans-serif&amp;quot;; font-size: 11.0pt;&quot;&gt; &lt;/span&gt;&lt;span style=&quot;font-family: Arial, sans-serif; font-size: 11pt;&quot;&gt;Jamia Tirmdi,Vol 1,Hadith
733&lt;/span&gt;&lt;/div&gt;
&lt;/div&gt;
&lt;div id=&quot;ftn4&quot;&gt;
&lt;div class=&quot;MsoFootnoteText&quot;&gt;
&lt;a href=&quot;file:///C:/Users/DELL/Desktop/fasting%20in%20zilhajj.docx#_ftnref4&quot; name=&quot;_ftn4&quot; title=&quot;&quot;&gt;&lt;span class=&quot;MsoFootnoteReference&quot;&gt;&lt;span style=&quot;font-family: &amp;quot;Arial&amp;quot;,&amp;quot;sans-serif&amp;quot;; font-size: 11.0pt;&quot;&gt;&lt;!--[if !supportFootnotes]--&gt;&lt;span class=&quot;MsoFootnoteReference&quot;&gt;&lt;span style=&quot;font-size: 11pt; line-height: 115%;&quot;&gt;[4]&lt;/span&gt;&lt;/span&gt;&lt;!--[endif]--&gt;&lt;/span&gt;&lt;/span&gt;&lt;/a&gt;&lt;span style=&quot;font-family: &amp;quot;Arial&amp;quot;,&amp;quot;sans-serif&amp;quot;; font-size: 11.0pt;&quot;&gt; Jamia Tirimdi,Vol 1,Hadith 733&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/div&gt;
&lt;div id=&quot;ftn5&quot;&gt;
&lt;div class=&quot;MsoFootnoteText&quot;&gt;
&lt;a href=&quot;file:///C:/Users/DELL/Desktop/fasting%20in%20zilhajj.docx#_ftnref5&quot; name=&quot;_ftn5&quot; title=&quot;&quot;&gt;&lt;span class=&quot;MsoFootnoteReference&quot;&gt;&lt;span style=&quot;font-family: &amp;quot;Arial&amp;quot;,&amp;quot;sans-serif&amp;quot;; font-size: 11.0pt;&quot;&gt;&lt;!--[if !supportFootnotes]--&gt;&lt;span class=&quot;MsoFootnoteReference&quot;&gt;&lt;span style=&quot;font-size: 11pt; line-height: 115%;&quot;&gt;[5]&lt;/span&gt;&lt;/span&gt;&lt;!--[endif]--&gt;&lt;/span&gt;&lt;/span&gt;&lt;/a&gt;&lt;span style=&quot;font-family: &amp;quot;Arial&amp;quot;,&amp;quot;sans-serif&amp;quot;; font-size: 11.0pt;&quot;&gt; Masnad Ahamd,Vol 4,Hadith 2563&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/div&gt;
&lt;div id=&quot;ftn6&quot;&gt;
&lt;div class=&quot;MsoFootnoteText&quot;&gt;
&lt;a href=&quot;file:///C:/Users/DELL/Desktop/fasting%20in%20zilhajj.docx#_ftnref6&quot; name=&quot;_ftn6&quot; title=&quot;&quot;&gt;&lt;span class=&quot;MsoFootnoteReference&quot;&gt;&lt;span style=&quot;font-family: &amp;quot;Arial&amp;quot;,&amp;quot;sans-serif&amp;quot;; font-size: 11.0pt;&quot;&gt;&lt;!--[if !supportFootnotes]--&gt;&lt;span class=&quot;MsoFootnoteReference&quot;&gt;&lt;span style=&quot;font-size: 11pt; line-height: 115%;&quot;&gt;[6]&lt;/span&gt;&lt;/span&gt;&lt;!--[endif]--&gt;&lt;/span&gt;&lt;/span&gt;&lt;/a&gt;&lt;span style=&quot;font-family: &amp;quot;Arial&amp;quot;,&amp;quot;sans-serif&amp;quot;; font-size: 11.0pt;&quot;&gt; &lt;/span&gt;&lt;span style=&quot;font-family: Arial, sans-serif; font-size: 11pt;&quot;&gt;Sunan Ibn
Majah,Vol3,Hadith 30&lt;/span&gt;&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
</content><link rel='replies' type='application/atom+xml' href='http://jonelya.blogspot.com/feeds/5555779675575036292/comments/default' title='Post Comments'/><link rel='replies' type='text/html' href='http://jonelya.blogspot.com/2012/10/fasting-in-dhul-hijjah.html#comment-form' title='0 Comments'/><link rel='edit' type='application/atom+xml' href='http://www.blogger.com/feeds/7320765894818381501/posts/default/5555779675575036292'/><link rel='self' type='application/atom+xml' href='http://www.blogger.com/feeds/7320765894818381501/posts/default/5555779675575036292'/><link rel='alternate' type='text/html' href='http://jonelya.blogspot.com/2012/10/fasting-in-dhul-hijjah.html' title='Fasting in Dhul-Hijjah'/><author><name>muhammad</name><uri>http://www.blogger.com/profile/09897152893922145455</uri><email>noreply@blogger.com</email><gd:image rel='http://schemas.google.com/g/2005#thumbnail' width='16' height='16' src='https://img1.blogblog.com/img/b16-rounded.gif'/></author><media:thumbnail xmlns:media="http://search.yahoo.com/mrss/" url="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhADzefpU1Ubfy1ICiE4E8NbQ8BLBFkPYI_pVSxRSg0fqTqSfcliYEDIXN_BP4_bvLxG8ril4Eo3UWKX6jA-PcO6Fw5a9ewg43Gu9NchAVyvtcAYjBpEJxS54komLU_az1nYI8z3KWsdHc/s72-c/dhul-hijjah.jpg" height="72" width="72"/><thr:total>0</thr:total></entry><entry><id>tag:blogger.com,1999:blog-7320765894818381501.post-3996030332878226475</id><published>2012-10-11T11:00:00.003-07:00</published><updated>2024-04-06T16:14:43.294-07:00</updated><title type='text'>&quot;Wahy&quot;(revelations of Allah) will start again when Prophet Isa (Jesus) alayhay Salam will arrive insha Allah</title><content type='html'>&lt;br /&gt;
&lt;div style=&quot;background-color: white; color: #333333; font-family: &amp;quot;lucida grande&amp;quot;, tahoma, verdana, arial, sans-serif; line-height: 16.5px;&quot;&gt;
Bismillahir Rehmanir Raheem&lt;/div&gt;
&lt;div style=&quot;background-color: white; color: #333333; font-family: &amp;quot;lucida grande&amp;quot;, tahoma, verdana, arial, sans-serif; line-height: 16.5px;&quot;&gt;
&lt;br /&gt;&lt;/div&gt;
&lt;div style=&quot;background-color: white; color: #333333; line-height: 16.5px;&quot;&gt;
&lt;span style=&quot;font-family: Courier New, Courier, monospace;&quot;&gt;Allah subhanahu wa ta ala sent more or less 1 hundred and 24 thousand prophets for the guidance of mankind.Allah sent angel Jibrael (Gabriell) to the prophets to deliver His divine revelations.This is called &quot;WAHY&quot; according to Quran and Ahadith.Dear Prophet Muhammad (Salallaho alayhay wa sallam) is the last prophet. After the time of Dear Prophet Muhammad(Salallaho alayhay wa sallam), the &quot;Wahy&quot;(revelations of Allah) stopped.This sacred &quot;Wahy&quot; will start again insha Allah when the 2nd last Prophet i.e Sayyidna Isa (Jesus) Alayhay salam will arrive again.It is mentioned in ahadith.&lt;/span&gt;&lt;/div&gt;
&lt;div style=&quot;background-color: white; color: #333333; font-family: &amp;quot;lucida grande&amp;quot;, tahoma, verdana, arial, sans-serif; line-height: 16.5px;&quot;&gt;
&lt;br /&gt;&lt;/div&gt;
&lt;div style=&quot;background-color: white; color: #333333; font-family: &amp;quot;lucida grande&amp;quot;, tahoma, verdana, arial, sans-serif; line-height: 16.5px;&quot;&gt;
&lt;br /&gt;&lt;/div&gt;
&lt;div style=&quot;background-color: white; color: #333333; font-family: &amp;quot;lucida grande&amp;quot;, tahoma, verdana, arial, sans-serif; line-height: 16.5px;&quot;&gt;
Please check theese words of the following hadith(in the end) i.e&lt;/div&gt;
&lt;blockquote style=&quot;border-left-color: rgb(221, 221, 221); border-left-style: solid; border-left-width: 5px; border-left: 5px solid rgb(221, 221, 221); font-family: &amp;quot;lucida grande&amp;quot;, tahoma, verdana, arial, sans-serif; line-height: 16.5px; margin: 0px; padding: 0px 15px;&quot;&gt;
&lt;div style=&quot;line-height: 1.5em; text-align: right;&quot;&gt;
&lt;b&gt;&lt;span style=&quot;background-color: white; color: #3d85c6;&quot;&gt;&amp;nbsp;إذ أوحى الله عز وجل إلى عيسى ابن مريم عليه السلام أني قد أخرجت عبادا من عبادي لا يدان لك بقتالهم فحوز عبادي إلى&amp;nbsp;&amp;nbsp;&lt;/span&gt;&lt;/b&gt;&lt;/div&gt;
&lt;div style=&quot;line-height: 1.5em; text-align: right;&quot;&gt;
&lt;b&gt;&lt;span style=&quot;background-color: white; color: #3d85c6;&quot;&gt;اللہ تعالیٰ وحی بھیجے گا، حضرت عیسی پر اے عیسی میں اپنے بندوں میں سے ایسے بندوں کو نکالا ہے کہ ان سے کوئی لڑ نہیں سکتا تو&amp;nbsp;میرے ( مومن) بندوں کو طور پہاڑ .پر لے ..جا اور&amp;nbsp;&lt;/span&gt;&lt;/b&gt;&lt;/div&gt;
&lt;/blockquote&gt;
&lt;blockquote style=&quot;border-left-color: rgb(221, 221, 221); border-left-style: solid; border-left-width: 5px; border-left: 5px solid rgb(221, 221, 221); font-family: &amp;quot;lucida grande&amp;quot;, tahoma, verdana, arial, sans-serif; line-height: 16.5px; margin: 0px; padding: 0px 15px;&quot;&gt;
&lt;div style=&quot;line-height: 1.5em; text-align: left;&quot;&gt;
&lt;span style=&quot;background-color: white; line-height: 1.5em;&quot;&gt;&lt;b&gt;&lt;span style=&quot;color: #3d85c6;&quot;&gt;&quot;Allah will sent &quot;Wahy&quot; to (Prophet) Eisa Bin Maryam alayhay salam that I have taken out such such people (Gog and Magog) with whom no one can fight.So take my people(Momin) to the Mount of Toor&quot;&amp;nbsp;&lt;/span&gt;&lt;/b&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/blockquote&gt;
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&lt;br /&gt;&lt;/div&gt;
&lt;div style=&quot;background-color: white; color: #333333; line-height: 16.5px;&quot;&gt;
&lt;span style=&quot;font-family: Courier New, Courier, monospace;&quot;&gt;These word shows that Angel Hazrat Gabriell (Jibrael) alayhay salam will again be sent by Allah and the divine revelations of Allah i.e &quot;WAHI&quot; will start again when Prophet Sayyidna Eisa alayhay salam will arrive.Please check the hadith in detail (I will translate it later or some brother/sister can translate it for us in English..I shall be very greatful)&lt;/span&gt;&lt;/div&gt;
&lt;div style=&quot;color: #333333; font-family: &amp;quot;lucida grande&amp;quot;, tahoma, verdana, arial, sans-serif; line-height: 16.5px;&quot;&gt;
&lt;b style=&quot;background-color: white;&quot;&gt;&lt;br /&gt;&lt;/b&gt;&lt;/div&gt;
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&lt;b style=&quot;background-color: white;&quot;&gt;&amp;nbsp;حدثنا الوليد بن مسلم أبو العباس الدمشقي بمكة إملا قال حدثني عبد الرحمن بن يزيد بن جابر قال حدثني يحيى بن جابر الطاي قاضي حمص قال حدثني عبد الرحمن بن جبير بن نفير الحضرمي عن أبيه أنه سمع النواس بن سمعان الكلابي قال ذكر رسول الله صلى الله عليه وسلم الدجال ذات غداة فخفض فيه ورفع حتى ظنناه في طافة النخل فلما رحنا إليه عرف ذلك في وجوهنا فسألناه فقلنا يا رسول الله ذكرت الدجال الغداة فخفضت فيه ورفعت حتى ظنناه في طافة النخل قال غير الدجال أخوفني عليكم فإن يخرج وأنا فيكم فأنا حجيجه دونكم وإن يخرج ولست فيكم فامرؤ حجيج نفسه والله خليفتي على كل مسلم إنه شاب جعد قطط عينه طافية وإنه يخرج من خلة بين الشام والعراق فعاث يمينا وشمالا يا عباد الله اثبتوا قلنا يا رسول الله ما لبثه في الأرض قال أربعين يوما يوم كسنة ويوم كشهر ويوم كجمعة وسار أيامه كأيامكم قلنا يا رسول الله فذلك اليوم الذي هو كسنة أيكفينا فيه صلاة يوم وليلة قال لا اقدروا له قدره قلنا يا رسول الله فما إسراعه في الأرض قال كالغيث استدبرته الريح قال فيمر بالحي فيدعوهم فيستجيبون له فيأمر السما فتمطر والأرض فتنبت وتروح عليهم سارحتهم وهي أطول ما كانت ذرى وأمده خواصر وأسبغه ضروعا ويمر بالحي فيدعوهم فيردوا عليه قوله فتتبعه أموالهم فيصبحون ممحلين ليس لهم من أموالهم شي ويمر بالخربة فيقول لها أخرجي كنوزك فتتبعه كنوزها كيعاسيب النحل قال ويأمر برجل فيقتل فيضربه بالسيف فيقطعه جزلتين رمية الغرض ثم يدعوه فيقبل إليه يتهلل وجهه قال فبينا هو على ذلك إذ بعث الله عز وجل المسيح ابن مريم عليه السلام فينزل عند المنارة البيضا شرقي دمشق بين مهرودتين واضعا يده على أجنحة ملكين فيتبعه فيدركه فيقتله عند باب لد الشرقي قال فبينما هم كذلك إذ أوحى الله عز وجل إلى عيسى ابن مريم عليه السلام أني قد أخرجت عبادا من عبادي لا يدان لك بقتالهم فحوز عبادي إلى الطور فيبعث الله عز وجل يأجوج ومأجوج وهم كما قال الله عز وجل من كل حدب ينسلون فيرغب عيسى وأصحابه إلى الله عز وجل فيرسل عليهم نغفا في رقابهم فيصبحون فرسى كموت نفس واحدة فيهبط عيسى وأصحابه فلا يجدون في الأرض بيتا إلا قد ملأه زهمهم ونتنهم فيرغب عيسى وأصحابه إلى الله عز وجل فيرسل عليهم طيرا كأعناق البخت فتحملهم فتطرحهم حيث شا الله عز وجل قال ابن جابر فحدثني عطا بن يزيد السكسكي عن كعب أو غيره قال فتطرحهم بالمهبل قال ابن جابر فقلت يا أبا يزيد وأين المهبل قال مطلع الشمس قال ويرسل الله عز وجل مطرا لا يكن منه بيت وبر ولا مدر أربعين يوما فيغسل الأرض حتى يتركها كالزلفة ويقال للأرض أنبتي ثمرتك وردي بركتك قال فيومذ يأكل النفر من الرمانة ويستظلون بقحفها ويبارك في الرسل حتى أن اللقحة من الإبل لتكفي الفام من الناس واللقحة من البقر تكفي الفخذ والشاة من الغنم تكفي أهل البيت قال فبينا هم على ذلك إذ بعث الله عز وجل ريحا طيبة تحت آباطهم فتقبض روح كل مسلم أو قال كل مؤمن ويبقى شرار الناس يتهارجون تهارج الحمير وعليهم أو قال وعليه تقوم الساعة. مسند احمد&lt;/b&gt;&lt;span style=&quot;background-color: white;&quot;&gt;&amp;nbsp;&lt;/span&gt;&lt;/div&gt;
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&lt;span face=&quot;&#39;lucida grande&#39;, tahoma, verdana, arial, sans-serif&quot; style=&quot;color: #333333;&quot;&gt;&amp;nbsp;&lt;/span&gt;&lt;span face=&quot;Verdana, sans-serif&quot;&gt;&lt;b&gt;&lt;span style=&quot;color: blue;&quot;&gt;حضرت نواس بن سمعان کلابی سے روایت ہے کہ آنحضرت صلی اللہ علیہ وسلم نے ایک دن دجال کا بیان کیا تو اس کی ذلت بھی بیان کی ( کہ وہ کانا ہے اور اللہ کے نزدیک ذلیل ہے) اور اس کی بڑائی بھی بیان کی (کہ اس کا فتنہ سخت ہے اور وہ عادت کے خلاف باتیں دکھلا دے گا) یہاں تک کہ ہم سمجھے کہ وہ ان کھجوروں میں ہے ( یعنی ایسا قریب ہے گویا حاضر ہے یہ آپ کے بیان کا اثر اور صحابہ کے ایمان کا سبب تھا) جب ہم لوٹ کر آنحضرت صلی اللہ علیہ وسلم کے پاس گئے (یعنی دوسرے وقت) تو آپ صلی اللہ علیہ وسلم نے دجال کے ڈر کا اثر ہم میں پایا ( ہمارے چہروں پر گھبراہٹ اور خوف سے) آپ صلی اللہ علیہ وسلم نے پوچھا تمہارا کیا حال ہے؟ ہم نے عرض کیا یا رسول اللہ صلی اللہ علیہ وسلم صبح کو آپ صلی اللہ علیہ وسلم نے دجال کا ذکر کیا اس کی ذلت بھی بیان کی اور اس کی عظمت بھی بیان کی یہاں تک کہ ہم سمجھے کہ وہ انہی کھجور کے درختوں میں ہے۔ آپ صلی الہ علیہ وسلم نے فرمایا دجال کے سوا اوروں کا مجھے زیادہ ڈر ہے تم پر اور دجال اگر میری موجودگی میں نکلا تو میں اس سے حجت کروں گا تمہاری طرف سے ( تم الگ رہو گے) اور اگر اس وقت نکلے جب میں تم میں نہ ہوں (بلکہ میری وفات ہو جائے) تو ہر ایک شخص اپنی حجت آپ کر لے اور اللہ میرا خلیفہ ہے ہر مسلمان پر۔ دیکھو! دجال جوان ہے اس کے بال بہت گھنگھریالے ہیں اس کی آنکھ ابھری ہوئی ہے، دیکھو دجال خلسہ سے نکلے گا جو شام اور عراق کے درمیان (ایک راہ راہ) ہے اور فساد پھیلاتا پھرے گا دائیں طرف اور بائیں طرف ملکوں میں اے اللہ کے بندوں مضبوط رہنا ایمان پر ہم نے عرض کیا یا رسول اللہ صلی اللہ علیہ وسلم وہ کتنے دنوں تک زمین پر رہے گا؟ آپ صلی اللہ علیہ وسلم نے فرمایا کہ چالیس دن تک جن میں ایک دن سال بھر کا ہوگا اور ایک دن ایک مہینے کا اور ایک دن ایک ہفتے کا اور باقی دن تمہارے ان دنوں کی طرح ہم نے عرض کیا یا رسول اللہ! صلی اللہ علیہ وسلم! وہ دن جو ایک برس کا ہوگا کیا اس میں ہم کو ایک دن کی (پانچ نمازیں) کافی ہوں گی؟ آپ صلی اللہ علیہ وسلم نے فرمایا اندازہ کر کے نماز پڑھ لو، ہم نے عرض کیا، وہ زمین میں کس قدر جلد چلے گا، آپ صلی اللہ علیہ وسلم نے فرمایا اس کی مثال بارش کی سی ہے جو ہوا کے بعد آتی ہے، وہ ایک قوم کے پاس آئے گا اور ان کو اپنی طرف بلائے گا وہ اس کی مان لیں گے اور اس پر ایمان لائیں گے (معاذ اللہ وہ الوہیت کا دعوی کرے گا) پھر وہ آسمان کو حکم دے گا ان پر پانی بر سے گا اور زمین کو حکم دے گا وہ اناج اگائے گی اور ان کے جانور شام کو آئیں گے ( چراگاہ سے لوٹ کر) ان کی کوہان خوب اونچی یعنی خوب موٹے تازے ہو کر اور ان کے تھن خوب بھرے ہوئے دودھ والے اور ان کی کوکھیں پھولی ہوں گی پھر ایک قوم کے پاس آئے گا ان کو اپنی طرف بلائے گا وہ اس کی بات نہ مانیں گے ( اس کے خدا ہونے کو رد کر دیں گے) آخر دجال ان کے پاس سے لوٹ جائے گا صبح کو ان کا مالک قحط زدہ ہوگا اور ان کے ہاتھ میں کچھ نہیں رہے گا۔ پھر دجال ایک کھنڈر پر سے گزرے گا اور اسے کہے گا اپنے خزانے نکال، اس کھنڈر کے سب خزانے اس کے ساتھ ہولیں گے جیسے شہد کی مکھیاں بڑی مکھی یعنی یعسوب کے ساتھ ہوتی ہیں ، پھر ایک شخص کو بلائے گا جو اچھا موٹا تازہ جوان ہوگا اور تلوار سے اس کو مارے گا۔ وہ دو ٹکڑے ہوجائے گا اور ہر ایک ٹکڑے کو دوسرے ٹکڑے سے تیر کے (گرنے کے) فاصلہ تک کر دے گا۔ پھر اس کا نام لے کر اس کو بلائے گا، وہ شخص زندہ ہو کر آئے گا اس کا منہ چمکتا ہوگا اور ہنستا ہوگا۔ خیر دجال اور لوگ اسی حال میں ہوں گے کہ اتنے میں اللہ حضرت عیسی بن مریم علیہ السلام کو بھیجے گا اور وہ سفید مینار پر دمشق کے مشرق کی جانب اتریں گے۔ دو زرد کپڑے پہنے ہوئے (جو ورس یا زعفران میں رنگے ہوں گے) اور اپنے دونوں ہاتھ دو فرشتوں کے بازو پر رکھے ہوئے، &lt;/span&gt;&lt;span style=&quot;color: red;&quot;&gt;حضرت عیسی چلیں گے اور دجال کو باب لد پر پائیں گے، وہاں اس مردود کو قتل کریں گے، لوگ اس حال میں ہوں گے کہ اللہ تعالیٰ وحی بھیجے گا، حضرت عیسی پر اے عیسی میں اپنے بندوں میں سے ایسے بندوں کو نکالا ہے کہ ان سے کوئی لڑ نہیں سکتا تو میرے ( مومن) بندوں کو طور پہاڑ پر لے جا&lt;/span&gt;&lt;span style=&quot;color: blue;&quot;&gt; اور اللہ تعالیٰ یاجوج اور ماجوج کو بھیجے گا اور جیسے اللہ نے فرمایا من کل حدب ینسلون یعنی ہر ایک ٹیلے پر سے پھسلتے ہوئے محسوس ہوں گے، حضرت عیسی اور آپ کے ساتھی اللہ کی بارگاہ میں دعا کریں گے تو اللہ یاجوج ماجوج کے لوگوں پر ایک پھوڑا بھیجے گا ( اس میں کیڑا ہوگا) ان کی گردنوں میں وہ دوسرے دن صبح کو سب مرے ہوئے ہوں گے جیسے ایک آدمی مرتا ہے اور حضرت عیسی اور آپ کے ساتھی پہاڑ سے اتریں گے اور ایک بالشت برابر جگہ نہ پائیں گے جو ان کی چکنائی، بدبو اور خون سے خالی ہو آخر وہ پھر دعا کریں گے اللہ کی جناب میں اللہ تعالیٰ کچھ پرندے بھیجے گا جن کی گردنیں بختی اونٹوں کی گردنوں کے برابر ہوں گی وہ ان کی لاشیں اٹھا کر لے جائیں گے اور جہاں اللہ تعالیٰ کو منظور ہوگا وہاں ڈال دیں گے پھر اللہ تعالیٰ پانی برسائے گا کوئی گھر خواہ وہ کچا ہو یا پکا اس پانی کو نہ روک سکے گا یہ پانی ان سب کو دھو ڈالے گا یہاں تک کہ زمین آئینہ کی طرح صاف ہوجائے گی پھر زمین سے کہا جائے گا اب اپنے پھل اگا اور اپنی برکت پھر لا، اس دن کئی آدمی مل کر ایک انار کھائیں گے اور سیر ہو جائیں گے اور انار کے چلکے سے سایہ کریں گے (چھتری کی طرح) اتنے بڑے بڑے انار ہوں گے۔ اللہ تعالیٰ دودھ میں برکت دے گا یہاں تک کہ ایک دودھ والی اونٹنی لوگوں کی کئی جماعتوں پر کافی ہوگا ایک گائے دودھ والی ایک قبیلہ کے لوگوں کو کافی ہوگی اور ایک بکری دودھ والی ایک چھوٹے قبیلے کو کافی ہوگی اور ایک بکری دودھ والی ایک چھوٹے قبیلے کو کافی ہوجائے گی لوگ اسی حال میں ہوں گے کہ اللہ تعالیٰ ایک پاکیزہ ہوا بھیجے گا وہ ان کی بغلوں کے تلے اثر کرے گی اور ہر ایک مومن کی روح قبض کرے گی اور باقی لوگ گدھوں کی طرحلڑتے جھگڑتے یا جماع کرتے (اعلانیہ) رہ جائیں گے ان ہی لوگوں پر قیامت ہوگی۔ مسند احمد:جلد ہفتم:حدیث نمبر 763 .&amp;nbsp;&lt;/span&gt;&lt;/b&gt;&lt;/span&gt;&lt;/div&gt;
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</content><link rel='replies' type='application/atom+xml' href='http://jonelya.blogspot.com/feeds/3996030332878226475/comments/default' title='Post Comments'/><link rel='replies' type='text/html' href='http://jonelya.blogspot.com/2012/10/bismillahir-rehmanir-raheem-allah.html#comment-form' title='0 Comments'/><link rel='edit' type='application/atom+xml' href='http://www.blogger.com/feeds/7320765894818381501/posts/default/3996030332878226475'/><link rel='self' type='application/atom+xml' href='http://www.blogger.com/feeds/7320765894818381501/posts/default/3996030332878226475'/><link rel='alternate' type='text/html' href='http://jonelya.blogspot.com/2012/10/bismillahir-rehmanir-raheem-allah.html' title='&quot;Wahy&quot;(revelations of Allah) will start again when Prophet Isa (Jesus) alayhay Salam will arrive insha Allah'/><author><name>muhammad</name><uri>http://www.blogger.com/profile/09897152893922145455</uri><email>noreply@blogger.com</email><gd:image rel='http://schemas.google.com/g/2005#thumbnail' width='16' height='16' src='https://img1.blogblog.com/img/b16-rounded.gif'/></author><media:thumbnail xmlns:media="http://search.yahoo.com/mrss/" url="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhHj_MkSoap5WjasBUIIagxQAKDA65Z3-a_Ub6zNr4a91-gE-I-nPPl5JsWUDg3uA5k2pnQfM8OU4Zscx8M8k_Jt4q5_ibPCKOPxzJx59SyJoaqlrPvcXskvkwqk_YXKCQx7v6P-9Ye9WE/s72-c/sin.jpg" height="72" width="72"/><thr:total>0</thr:total></entry><entry><id>tag:blogger.com,1999:blog-7320765894818381501.post-5498324207330323006</id><published>2012-04-07T01:08:00.000-07:00</published><updated>2013-08-20T22:24:12.919-07:00</updated><category scheme="http://www.blogger.com/atom/ns#" term="Asfar"/><category scheme="http://www.blogger.com/atom/ns#" term="Esu"/><category scheme="http://www.blogger.com/atom/ns#" term="Jacob"/><title type='text'>Prophet Isaac has no son called Esau</title><content type='html'>&lt;div dir=&quot;ltr&quot; style=&quot;text-align: left;&quot; trbidi=&quot;on&quot;&gt;
&lt;h3 style=&quot;text-align: left;&quot;&gt;
Prophet Isaac has only one Son Called Prophet Jacob (Yaqub Alayhay salam)&lt;/h3&gt;
&lt;div&gt;
&lt;br /&gt;
&lt;h4 style=&quot;text-align: left;&quot;&gt;
Some people say that the word Bani Ishaq refers to the ROMANS who are actually descendants of the so called 2nd son of Prophet Ishaq i.e. ESU or ISU .This baseless because of the following facts&lt;/h4&gt;
&lt;div class=&quot;MsoNormal&quot;&gt;
&lt;h2 style=&quot;margin-left: 0in;&quot;&gt;
&lt;a href=&quot;&quot; name=&quot;_Toc361127303&quot;&gt;Solid Proof from Ahadith
that Romans are &lt;span style=&quot;color: red;&quot;&gt;not &lt;/span&gt;Bani Isaac&lt;/a&gt;&lt;/h2&gt;
&lt;div class=&quot;MsoNormal&quot; style=&quot;margin-left: 0in;&quot;&gt;
&lt;a href=&quot;&quot; name=&quot;_Toc361127304&quot;&gt;Some
consider the Romans as the Children of Prophet Abrahim (from his younger son
Prophet Isaac) just as the Arabs who are Children of Prophet Abrahim (from his
elder son Prophet Ismael).&lt;/a&gt;&lt;/div&gt;
&lt;div class=&quot;MsoNormal&quot; style=&quot;margin-left: 0in;&quot;&gt;
This
is totally baseless as the following hadith clearly tells that the Romans are
from a totally different lineage than the Arabs. &lt;/div&gt;
&lt;div class=&quot;MsoNormal&quot; dir=&quot;RTL&quot; style=&quot;direction: rtl; margin-left: 0in; mso-layout-grid-align: none; text-align: justify; text-autospace: none; unicode-bidi: embed;&quot;&gt;
&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &amp;quot;Times New Roman&amp;quot;,&amp;quot;serif&amp;quot;; font-size: 14.0pt;&quot;&gt;حدثنا بشر بن معاذ العقدي حدثنا يزيد بن
زريع عن سعيد بن أبي عروبة عن قتادة عن الحسن عن سمرة عن النبي صلی الله عليه وسلم
قال سام أبو العرب وحام أبو الحبش ويافث أبو الروم. جامع ترمذی&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;
&lt;div class=&quot;MsoNormal&quot; dir=&quot;RTL&quot; style=&quot;direction: rtl; margin-left: 0in; mso-layout-grid-align: none; text-align: justify; text-autospace: none; unicode-bidi: embed;&quot;&gt;
&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &amp;quot;Times New Roman&amp;quot;,&amp;quot;serif&amp;quot;; font-size: 14.0pt;&quot;&gt;بشر بن معاذ عقدی، یزید بن زریع، سعید بن
ابی عروبة، قتادة، حسن، حضرت سمرہ رضی اللہ عنہ نبی اکرم صلی اللہ علیہ وسلم سے
نقل کرتے ہیں کہ سام عرب کا باپ، حام حبشیوں کا باپ اور یافث رومیوں کا باپ ہے۔
جامع ترمذی:جلد دوم:حدیث نمبر 1179&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;
&lt;div class=&quot;MsoNormal&quot; style=&quot;margin-left: 0in; mso-layout-grid-align: none; text-autospace: none;&quot;&gt;
&lt;span style=&quot;font-family: &amp;quot;Agency FB&amp;quot;,&amp;quot;sans-serif&amp;quot;; font-size: 14.0pt; mso-bidi-font-family: &amp;quot;Microsoft Uighur&amp;quot;;&quot;&gt;Sayyidina Samurah (RA) reported from the Prophet (SALALLAHO
ALAYHAY WA SALLAM) that he said, “Saam was the father of the Arab, Haam the
father of the Ethiopians and Yaafith of the Romans.”&lt;/span&gt;&lt;a href=&quot;file:///F:/Latest%20completed%20files/Twelve-Signs-of-Army-of-Prophet-Isa-Imam-Mahdi-Quran-Hadith-View.docx#_ftn1&quot; name=&quot;_ftnref1&quot; title=&quot;&quot;&gt;&lt;span class=&quot;MsoFootnoteReference&quot;&gt;&lt;span style=&quot;font-family: &amp;quot;Agency FB&amp;quot;,&amp;quot;sans-serif&amp;quot;; font-size: 14.0pt; mso-bidi-font-family: &amp;quot;Microsoft Uighur&amp;quot;;&quot;&gt;&lt;!--[if !supportFootnotes]--&gt;&lt;span class=&quot;MsoFootnoteReference&quot;&gt;&lt;span style=&quot;font-size: 14pt;&quot;&gt;[1]&lt;/span&gt;&lt;/span&gt;&lt;!--[endif]--&gt;&lt;/span&gt;&lt;/span&gt;&lt;/a&gt;&lt;span style=&quot;font-family: &amp;quot;Agency FB&amp;quot;,&amp;quot;sans-serif&amp;quot;; font-size: 14.0pt; mso-bidi-font-family: &amp;quot;Microsoft Uighur&amp;quot;;&quot;&gt;&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;
&lt;div align=&quot;right&quot; class=&quot;MsoNormal&quot; style=&quot;margin-left: 0in; mso-layout-grid-align: none; text-align: right; text-autospace: none;&quot;&gt;
&lt;span dir=&quot;RTL&quot; lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Times New Roman&#39;, serif; font-size: 15pt;&quot;&gt;حدثنا موسى بن هارون ، ثنا مروان بن جعفر ، ثنا محمد بن إبراهيم ،
ثنا جعفر بن سعد بن سمرة ، عن خبيب بن سليمان ، عن أبيه ، عن سمرة ، أن رسول الله
صلى الله عليه وسلم قال : &quot; إن العرب بنو سام بن نوح ، وإن الروم بنو يافث بن
نوح ، وإن الحبشة بنو حام بن نوح &quot; .&lt;/span&gt;&lt;span dir=&quot;RTL&quot; lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Times New Roman&#39;, serif; font-size: 15pt;&quot;&gt;&amp;nbsp;&lt;/span&gt;&lt;span dir=&quot;RTL&quot; lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Times New Roman&#39;, serif; font-size: 15pt;&quot;&gt;الكتب 187 المعجم
الكبير 187 باب السين 187 من اسمه سمرة 187 سمرة بن جندب الفزاري من أخباره ما
أسند سمرة بن جندب&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;
&lt;div class=&quot;MsoNormal&quot; style=&quot;margin-left: 0in;&quot;&gt;
&lt;span style=&quot;font-family: &amp;quot;Agency FB&amp;quot;,&amp;quot;sans-serif&amp;quot;; font-size: 14.0pt; mso-bidi-font-family: &amp;quot;Microsoft Uighur&amp;quot;;&quot;&gt;Sayyidina Samurah (RA) reported from the Prophet (SALALLAHO
ALAYHAY WA SALLAM) that he said, “Arabs are children of “Saam” who is son of
Nooh(Noah), Romans are children of “Yafith” who is son of Nooh(Noah) and
Ethopians(Africans) are sons of “Haam” who is son of Nooh(Noah)”.&lt;/span&gt;&lt;a href=&quot;file:///F:/Latest%20completed%20files/Twelve-Signs-of-Army-of-Prophet-Isa-Imam-Mahdi-Quran-Hadith-View.docx#_ftn2&quot; name=&quot;_ftnref2&quot; title=&quot;&quot;&gt;&lt;span class=&quot;MsoFootnoteReference&quot;&gt;&lt;span style=&quot;font-family: &amp;quot;Agency FB&amp;quot;,&amp;quot;sans-serif&amp;quot;; font-size: 14.0pt; mso-bidi-font-family: &amp;quot;Microsoft Uighur&amp;quot;;&quot;&gt;&lt;!--[if !supportFootnotes]--&gt;&lt;span class=&quot;MsoFootnoteReference&quot;&gt;&lt;span style=&quot;font-size: 14pt;&quot;&gt;[2]&lt;/span&gt;&lt;/span&gt;&lt;!--[endif]--&gt;&lt;/span&gt;&lt;/span&gt;&lt;/a&gt;&lt;span style=&quot;font-family: &amp;quot;Agency FB&amp;quot;,&amp;quot;sans-serif&amp;quot;; font-size: 14.0pt; mso-bidi-font-family: &amp;quot;Microsoft Uighur&amp;quot;;&quot;&gt;&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;
&lt;div class=&quot;MsoNormal&quot; dir=&quot;RTL&quot; style=&quot;direction: rtl; margin-left: 0in; mso-layout-grid-align: none; text-align: justify; text-autospace: none; unicode-bidi: embed;&quot;&gt;
&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &amp;quot;Times New Roman&amp;quot;,&amp;quot;serif&amp;quot;; font-size: 15.0pt;&quot;&gt;حدثنا روح من كتابه حدثنا سعيد بن أبي
عروبة عن قتادة قال حدث الحسن عن سمرة أن رسول الله صلى الله عليه وسلم قال سام
أبو العرب ويافث أبو الروم وحام أبو الحبش وقال روح ببغداد من حفظه ولد نوح ثلاثة
سام وحام ويافث. مسند احمد:&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;
&lt;div class=&quot;MsoNormal&quot; dir=&quot;RTL&quot; style=&quot;direction: rtl; margin-left: 0in; mso-layout-grid-align: none; text-align: justify; text-autospace: none; unicode-bidi: embed;&quot;&gt;
&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &amp;quot;Times New Roman&amp;quot;,&amp;quot;serif&amp;quot;; font-size: 15.0pt;&quot;&gt;حضرت سمرہ رضی اللہ عنہ سے مروی ہے کہ نبی
علیہ السلام نے ارشاد فرمایا سام اہل عرب کا مورث اعلی ہے، یافث رومیوں کا مورث
اعلی اور حام حبش کا مورث اعلی ہے ۔ مسند احمد:جلد نہم:حدیث نمبر 329&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;
&lt;div class=&quot;MsoNormal&quot; style=&quot;margin-left: 0in;&quot;&gt;
&lt;span style=&quot;font-family: &amp;quot;Agency FB&amp;quot;,&amp;quot;sans-serif&amp;quot;; font-size: 14.0pt; mso-bidi-font-family: &amp;quot;Microsoft Uighur&amp;quot;;&quot;&gt;Sayyidina Samurah (RA) reported from the Prophet (SALALLAHO
ALAYHAY WA SALLAM) that he said, “Saam was the father of the Arab, “Yafith” the
father of the Romans and “Haam” the father of the Ethiopians. And the narrater
called “Rooh” said in the city of Baghdad that Prophet Noah has 3 sons, namely,
“Saam”, “Haam” and “Yafith”.&lt;/span&gt;&lt;a href=&quot;file:///F:/Latest%20completed%20files/Twelve-Signs-of-Army-of-Prophet-Isa-Imam-Mahdi-Quran-Hadith-View.docx#_ftn3&quot; name=&quot;_ftnref3&quot; title=&quot;&quot;&gt;&lt;span class=&quot;MsoFootnoteReference&quot;&gt;&lt;span style=&quot;font-family: &amp;quot;Agency FB&amp;quot;,&amp;quot;sans-serif&amp;quot;; font-size: 14.0pt; mso-bidi-font-family: &amp;quot;Microsoft Uighur&amp;quot;;&quot;&gt;&lt;!--[if !supportFootnotes]--&gt;&lt;span class=&quot;MsoFootnoteReference&quot;&gt;&lt;span style=&quot;font-size: 14pt;&quot;&gt;[3]&lt;/span&gt;&lt;/span&gt;&lt;!--[endif]--&gt;&lt;/span&gt;&lt;/span&gt;&lt;/a&gt;&lt;span style=&quot;font-family: &amp;quot;Agency FB&amp;quot;,&amp;quot;sans-serif&amp;quot;; font-size: 14.0pt; mso-bidi-font-family: &amp;quot;Microsoft Uighur&amp;quot;;&quot;&gt;&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;
&lt;div class=&quot;MsoNormal&quot;&gt;
&lt;b&gt;Note:
Saam,Haam &amp;amp; Yaafith are the 3 sons of Prophet Noah as the following hadith
tells&lt;o:p&gt;&lt;/o:p&gt;&lt;/b&gt;&lt;/div&gt;
&lt;div class=&quot;MsoNormal&quot; style=&quot;margin-left: 0in; mso-layout-grid-align: none; text-autospace: none;&quot;&gt;
&lt;span dir=&quot;RTL&quot; lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Times New Roman&#39;, serif; font-size: 15pt;&quot;&gt;حدثنا أحمد بن محمد بن يحيى بن حمزة الدمشقي ، ثنا أبو الجماهر ، ثنا
سعيد بن بشير ، عن قتادة ، عن الحسن ، عن سمرة ، أن نبي الله صلى الله عليه وسلم
قال : &quot; ولد نوح سام ، ويافث ، وحام &quot; .&lt;/span&gt;&lt;span dir=&quot;RTL&quot; lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Times New Roman&#39;, serif; font-size: 15pt;&quot;&gt;&amp;nbsp;&lt;/span&gt;&lt;span dir=&quot;RTL&quot; lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Times New Roman&#39;, serif; font-size: 15pt;&quot;&gt;الكتب 187 المعجم الكبير 187 باب السين 187 من اسمه سمرة 187 سمرة بن
جندب الفزاري من أخباره - ما أسند سمرة بن جندب&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;
&lt;div class=&quot;MsoNormal&quot; style=&quot;margin-left: 0in;&quot;&gt;
&lt;span style=&quot;font-family: &amp;quot;Agency FB&amp;quot;,&amp;quot;sans-serif&amp;quot;; font-size: 14.0pt; mso-bidi-font-family: &amp;quot;Microsoft Uighur&amp;quot;;&quot;&gt;Sayyidina Samurah (RA) reported from the Prophet (SALALLAHO
ALAYHAY WA SALLAM) that he said, “Prophet Nooh (Noah) sons arr “Saam”, “Yafith”
and “Haam”&lt;/span&gt;&lt;a href=&quot;file:///F:/Latest%20completed%20files/Twelve-Signs-of-Army-of-Prophet-Isa-Imam-Mahdi-Quran-Hadith-View.docx#_ftn4&quot; name=&quot;_ftnref4&quot; title=&quot;&quot;&gt;&lt;span class=&quot;MsoFootnoteReference&quot;&gt;&lt;span style=&quot;font-family: &amp;quot;Agency FB&amp;quot;,&amp;quot;sans-serif&amp;quot;; font-size: 14.0pt; mso-bidi-font-family: &amp;quot;Microsoft Uighur&amp;quot;;&quot;&gt;&lt;!--[if !supportFootnotes]--&gt;&lt;span class=&quot;MsoFootnoteReference&quot;&gt;&lt;span style=&quot;font-size: 14pt;&quot;&gt;[4]&lt;/span&gt;&lt;/span&gt;&lt;!--[endif]--&gt;&lt;/span&gt;&lt;/span&gt;&lt;/a&gt;&lt;span style=&quot;font-family: &amp;quot;Agency FB&amp;quot;,&amp;quot;sans-serif&amp;quot;; font-size: 14.0pt; mso-bidi-font-family: &amp;quot;Microsoft Uighur&amp;quot;;&quot;&gt;&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;
&lt;div class=&quot;MsoNormal&quot; style=&quot;margin-left: 0in;&quot;&gt;
The
above hadith clearly tells that Romans are not from the off springs of Prpohet
Ibraheem like the Arabs but are from an entirely different lineage than the
Arabs.&lt;/div&gt;
&lt;div align=&quot;center&quot; class=&quot;MsoNormal&quot; style=&quot;text-align: center;&quot;&gt;
&lt;b&gt;So
how can the Romans be called the Children of Isaac (who is the son of Prophet
Ibrahim)??????&lt;o:p&gt;&lt;/o:p&gt;&lt;/b&gt;&lt;/div&gt;
&lt;div class=&quot;MsoNormal&quot;&gt;
We come back to our
previous discussion now.&lt;/div&gt;
&lt;div class=&quot;MsoNormal&quot;&gt;
=====================================================================&lt;/div&gt;
&lt;div class=&quot;MsoNormal&quot; style=&quot;text-align: center;&quot;&gt;
&lt;span style=&quot;color: red;&quot;&gt;&lt;b&gt;Reference of above 4 Ahadith&lt;/b&gt;&lt;/span&gt;&lt;/div&gt;
&lt;div class=&quot;MsoNormal&quot;&gt;
&lt;b&gt;&lt;span style=&quot;font-family: Arial, Helvetica, sans-serif; font-size: x-small;&quot;&gt;&lt;a href=&quot;file:///F:/Latest%20completed%20files/Twelve-Signs-of-Army-of-Prophet-Isa-Imam-Mahdi-Quran-Hadith-View.docx#_ftnref1&quot; name=&quot;_ftn1&quot; title=&quot;&quot;&gt;&lt;span class=&quot;MsoFootnoteReference&quot;&gt;&lt;span class=&quot;MsoFootnoteReference&quot;&gt;[1]&lt;/span&gt;&lt;/span&gt;&lt;/a&gt;
&lt;span style=&quot;color: #6aa84f;&quot;&gt;Jamia Tirimzi,Vol
2,Hadith 1179&lt;/span&gt;&lt;/span&gt;&lt;/b&gt;&lt;/div&gt;
&lt;div&gt;

&lt;div id=&quot;ftn2&quot;&gt;

&lt;div class=&quot;MsoFootnoteText&quot; style=&quot;margin-left: 0in;&quot;&gt;
&lt;b&gt;&lt;span style=&quot;font-family: Arial, Helvetica, sans-serif; font-size: x-small;&quot;&gt;&lt;a href=&quot;file:///F:/Latest%20completed%20files/Twelve-Signs-of-Army-of-Prophet-Isa-Imam-Mahdi-Quran-Hadith-View.docx#_ftnref2&quot; name=&quot;_ftn2&quot; title=&quot;&quot;&gt;&lt;span class=&quot;MsoFootnoteReference&quot;&gt;&lt;!--[if !supportFootnotes]--&gt;&lt;span class=&quot;MsoFootnoteReference&quot;&gt;[2]&lt;/span&gt;&lt;!--[endif]--&gt;&lt;/span&gt;&lt;/a&gt; &lt;span style=&quot;color: #6aa84f;&quot;&gt;Al-Majam Al Kabeer
187,Hadith No 7033&lt;/span&gt;&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/b&gt;&lt;/div&gt;
&lt;/div&gt;
&lt;div id=&quot;ftn3&quot;&gt;

&lt;div class=&quot;MsoFootnoteText&quot; style=&quot;margin-left: 0in;&quot;&gt;
&lt;b&gt;&lt;span style=&quot;font-family: Arial, Helvetica, sans-serif; font-size: x-small;&quot;&gt;&lt;a href=&quot;file:///F:/Latest%20completed%20files/Twelve-Signs-of-Army-of-Prophet-Isa-Imam-Mahdi-Quran-Hadith-View.docx#_ftnref3&quot; name=&quot;_ftn3&quot; title=&quot;&quot;&gt;&lt;span class=&quot;MsoFootnoteReference&quot;&gt;&lt;!--[if !supportFootnotes]--&gt;&lt;span class=&quot;MsoFootnoteReference&quot;&gt;[3]&lt;/span&gt;&lt;!--[endif]--&gt;&lt;/span&gt;&lt;/a&gt;&lt;span style=&quot;color: #6aa84f;&quot;&gt; Masnad Ahmad,Vol
9,Hadith 329&lt;/span&gt;&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/b&gt;&lt;/div&gt;
&lt;/div&gt;
&lt;div id=&quot;ftn4&quot;&gt;

&lt;div class=&quot;MsoFootnoteText&quot; style=&quot;margin-left: 0in;&quot;&gt;
&lt;b&gt;&lt;span style=&quot;font-family: Arial, Helvetica, sans-serif; font-size: x-small;&quot;&gt;&lt;a href=&quot;file:///F:/Latest%20completed%20files/Twelve-Signs-of-Army-of-Prophet-Isa-Imam-Mahdi-Quran-Hadith-View.docx#_ftnref4&quot; name=&quot;_ftn4&quot; title=&quot;&quot;&gt;&lt;span class=&quot;MsoFootnoteReference&quot;&gt;&lt;!--[if !supportFootnotes]--&gt;&lt;span class=&quot;MsoFootnoteReference&quot;&gt;[4]&lt;/span&gt;&lt;!--[endif]--&gt;&lt;/span&gt;&lt;/a&gt; &lt;span style=&quot;color: #6aa84f;&quot;&gt;Majam
Al-Kabeer,Hadith 6872&lt;/span&gt;&lt;/span&gt;&lt;/b&gt;&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;h2 style=&quot;margin-left: 0in;&quot;&gt;
==============================================&lt;/h2&gt;
&lt;h2 style=&quot;margin-left: 0in;&quot;&gt;
Solid Proof from Quran that Romans are&amp;nbsp;&lt;span style=&quot;color: red;&quot;&gt;not&amp;nbsp;&lt;/span&gt;Bani Isaac&lt;/h2&gt;
&lt;h4 style=&quot;margin-left: 0in;&quot;&gt;
Quran is tells that Prophet Isaac (Alayhay Salam)has a single son&lt;/h4&gt;
&lt;h4 style=&quot;margin-left: 0in;&quot;&gt;
Quran is always telling about the Single son of Prophet Ishaq(alayhay salam)&lt;/h4&gt;
&lt;div class=&quot;MsoNormal&quot; dir=&quot;RTL&quot; style=&quot;direction: rtl; margin-bottom: 0.0001pt; margin-left: 0in; margin-right: 0.5in; margin-top: 0in; text-align: left; unicode-bidi: embed;&quot;&gt;
&lt;span dir=&quot;LTR&quot;&gt;Check the following verses of Quran about the family of Prophet Ishaaq alayhay Salam&lt;/span&gt;&lt;/div&gt;
&lt;div class=&quot;MsoNormal&quot; dir=&quot;RTL&quot; style=&quot;direction: rtl; margin-left: 0in; text-align: right; unicode-bidi: embed;&quot;&gt;
&lt;b&gt;&lt;span dir=&quot;RTL&quot;&gt;&lt;/span&gt;&lt;span style=&quot;font-family: &amp;quot;Microsoft Uighur&amp;quot;; font-size: 16.0pt; mso-bidi-language: ER;&quot;&gt;&lt;span dir=&quot;RTL&quot;&gt;&lt;/span&gt;&amp;nbsp;&lt;span lang=&quot;ER&quot;&gt;قُولُوا آمَنَّا بِاللَّهِ وَمَا أُنْزِلَ إِلَيْنَا وَمَا أُنْزِلَ إِلَى إِبْرَاهِيمَ وَإِسْمَاعِيلَ &lt;u&gt;وَإِسْحَاقَ وَيَعْقُوبَ&lt;/u&gt; وَالْأَسْبَاطِ وَمَا أُوتِيَ مُوسَى وَعِيسَى وَمَا أُوتِيَ النَّبِيُّونَ مِنْ رَبِّهِمْ لَا نُفَرِّقُ بَيْنَ أَحَدٍ مِنْهُمْ وَنَحْنُ لَهُ مُسْلِمُونَ﴿002:136﴾&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/span&gt;&lt;/b&gt;&lt;/div&gt;
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&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &amp;quot;Microsoft Uighur&amp;quot;; font-size: 14.5pt;&quot;&gt;&lt;b&gt;اور مسلمانو! تم ان سے کہو کہ ہم اللہ پر اور جو اس نے ہماری طرف بھیجا ہے اور جو ابراہیم علیہ السّلام ً اسماعیل علیہ السّلام ً اسحاق علیہ السّلام ً یعقوب علیہ السّلام ً اولاد یعقوب علیہ السلام کی طرف نازل کیا ہے اور جو موسیٰ علیہ السّلام ً عیسیٰ علیہ السلام اور انبیاء علیہ السلام کو پروردگار کی طرف سے دیا گیا ہے ان سب پر ایمان لے آئے ہیں. ہم پیغمبروں علیہ السلام میں تفریق نہیں کرتے اور ہم خدا کے سچّے مسلمان ہیں&lt;/b&gt;&lt;/span&gt;&lt;span lang=&quot;ER&quot; style=&quot;font-family: &amp;quot;Microsoft Uighur&amp;quot;; font-size: 16.0pt; mso-bidi-language: ER;&quot;&gt;&lt;b&gt;-(02:136)&lt;/b&gt;&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;
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&lt;span dir=&quot;LTR&quot; style=&quot;color: #333333; font-family: &amp;quot;Microsoft Uighur&amp;quot;; font-size: 16.0pt;&quot;&gt;&lt;b&gt;Say (O Muslims), &quot;We believe inAllah and that which has been sent down to us and that which has been sent down to Ibrhim (Abraham), Ism&#39;il (Ishmael), Ishque (Isaac), Ya&#39;qb (Jacob), and to Al-Asbt [the twelve sons of Ya&#39;qb (Jacob)], and that which has been given to Msa (Moses) and &#39;Iesa (Jesus), and that which has been given to the Prophets from their Lord. We make no distinction between any of them, and to Him we have submitted (in Islam).&quot;(02:136)&lt;/b&gt;&lt;/span&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;color: #333333; font-family: &amp;quot;Microsoft Uighur&amp;quot;; font-size: 16.0pt;&quot;&gt;&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;
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&lt;b&gt;&lt;span lang=&quot;ER&quot; style=&quot;font-family: &amp;quot;Microsoft Uighur&amp;quot;; font-size: 16.0pt; mso-bidi-language: ER;&quot;&gt;أَمْ تَقُولُونَ إِنَّ إِبْرَاهِيمَ وَإِسْمَاعِيلَ &lt;u&gt;وَإِسْحَاقَ وَيَعْقُوبَ&lt;/u&gt; وَالْأَسْبَاطَ كَانُوا هُودًا أَوْ نَصَارَى &lt;/span&gt;&lt;span lang=&quot;ER&quot; style=&quot;font-family: _PDMS_Saleem_QuranFont; font-size: 16.0pt; mso-ascii-font-family: &amp;quot;Microsoft Uighur&amp;quot;; mso-bidi-language: ER; mso-hansi-font-family: &amp;quot;Microsoft Uighur&amp;quot;;&quot;&gt;ۗ&lt;/span&gt;&lt;span lang=&quot;ER&quot; style=&quot;font-family: &amp;quot;Microsoft Uighur&amp;quot;; font-size: 16.0pt; mso-bidi-language: ER;&quot;&gt; قُلْ أَأَنْتُمْ أَعْلَمُ أَمِ اللَّهُ &lt;/span&gt;&lt;span lang=&quot;ER&quot; style=&quot;font-family: _PDMS_Saleem_QuranFont; font-size: 16.0pt; mso-ascii-font-family: &amp;quot;Microsoft Uighur&amp;quot;; mso-bidi-language: ER; mso-hansi-font-family: &amp;quot;Microsoft Uighur&amp;quot;;&quot;&gt;ۗ&lt;/span&gt;&lt;span lang=&quot;ER&quot; style=&quot;font-family: &amp;quot;Microsoft Uighur&amp;quot;; font-size: 16.0pt; mso-bidi-language: ER;&quot;&gt; وَمَنْ أَظْلَمُ مِمَّنْ كَتَمَ شَهَادَةً عِنْدَهُ مِنَ اللَّهِ &lt;/span&gt;&lt;span lang=&quot;ER&quot; style=&quot;font-family: _PDMS_Saleem_QuranFont; font-size: 16.0pt; mso-ascii-font-family: &amp;quot;Microsoft Uighur&amp;quot;; mso-bidi-language: ER; mso-hansi-font-family: &amp;quot;Microsoft Uighur&amp;quot;;&quot;&gt;ۗ&lt;/span&gt;&lt;/b&gt;&lt;span lang=&quot;ER&quot; style=&quot;font-family: &amp;quot;Microsoft Uighur&amp;quot;; font-size: 16.0pt; mso-bidi-language: ER;&quot;&gt;&lt;b&gt; وَمَا اللَّهُ بِغَافِلٍ عَمَّا تَعْمَلُونَ﴿002:140﴾&lt;/b&gt;&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;
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&lt;b&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &amp;quot;Microsoft Uighur&amp;quot;; font-size: 14.5pt;&quot;&gt;کیا تمہارا کہنا یہ ہے کہ ابراہیم علیہ السّلام ً اسماعیل علیہ السّلام ً &lt;u&gt;اسحاق ً علیہ السلام یعقوب علیہ السلام اور اولادیعقوب علیہ السلام&lt;/u&gt; یہودی یا نصرانی تھے تو اے رسول کہہ دیجئے کہ کیا تم خدا سے بہتر جانتے ہو ۔ اور اس سے بڑا ظالم کون ہوگا جس کے پاس خدائی شہادت موجود ہو اور وہ پھر پردہ پوشی کرے اور اللہ تمہارے اعمال سے غافل نہیں ہے&lt;/span&gt;&lt;span style=&quot;background-color: white; font-family: &#39;Microsoft Uighur&#39;; font-size: 16pt;&quot;&gt;- (140: 02)&lt;/span&gt;&lt;/b&gt;&lt;/div&gt;
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&lt;span dir=&quot;LTR&quot; style=&quot;font-family: &amp;quot;Microsoft Uighur&amp;quot;; font-size: 16.0pt; mso-bidi-language: ER;&quot;&gt;&lt;b&gt;Or say you that Ibrhim (Abraham), Ism&#39;il (Ishmael), &lt;u&gt;Ishque (Isaac), Ya&#39;qb (Jacob) and Al-Asbt [the twelve sons of Ya&#39;qb (Jacob)]&lt;/u&gt; were Jews or Christians? Say, &quot;Do you know better or doesAllah (knows better...; that they all were Muslims)? And who is more unjust than he who conceals the testimony [i.e. to believe in Prophet Muhammad Peace be upon him when he comes, written in their Books. (See Verse 7:157)] he has fromAllah? AndAllah is not unaware of what you do.&quot;&lt;/b&gt;&lt;/span&gt;&lt;/div&gt;
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&lt;span dir=&quot;LTR&quot; style=&quot;font-family: &amp;quot;Microsoft Uighur&amp;quot;; font-size: 16.0pt; mso-bidi-language: ER;&quot;&gt;&lt;b&gt;(02:140&lt;/b&gt;&lt;/span&gt;&lt;/div&gt;
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&lt;span lang=&quot;ER&quot; style=&quot;font-family: &amp;quot;Microsoft Uighur&amp;quot;; font-size: 16.0pt; mso-bidi-language: ER;&quot;&gt;&lt;b&gt;&lt;br /&gt;
&lt;/b&gt;&lt;/span&gt;&lt;/div&gt;
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&lt;span lang=&quot;ER&quot; style=&quot;font-family: &amp;quot;Microsoft Uighur&amp;quot;; font-size: 16.0pt; mso-bidi-language: ER;&quot;&gt;&lt;b&gt;قُلْ آمَنَّا بِاللَّهِ وَمَا أُنْزِلَ عَلَيْنَا وَمَا أُنْزِلَ عَلَى &lt;u&gt;إِبْرَاهِيمَ وَإِسْمَاعِيلَ وَإِسْحَاقَ وَيَعْقُوبَ وَالْأَسْبَاطِ&lt;/u&gt; وَمَا أُوتِيَ مُوسَى وَعِيسَى وَالنَّبِيُّونَ مِنْ رَبِّهِمْ لَا نُفَرِّقُ بَيْنَ أَحَدٍ مِنْهُمْ وَنَحْنُ لَهُ مُسْلِمُونَ﴿003:084﴾&lt;o:p&gt;&lt;/o:p&gt;&lt;/b&gt;&lt;/span&gt;&lt;/div&gt;
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&lt;b&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &amp;quot;Microsoft Uighur&amp;quot;; font-size: 14.5pt;&quot;&gt;پیغمبر ان سے کہہ دیجئے کہ ہمارا ایمان اللہ پر ہے اور جو ہم پر نازل ہوا ہے اور جو ابراہیم علیہ السلام ,اسماعیل علیہ السلام ,&lt;u&gt; اسحاق علیہ السّلام ًیعقوب علیہ السلام اور اولادیعقوب علیہ السلام&lt;/u&gt; پر نازل ہوا ہے اور جو موسٰی علیہ السلام , عیسٰی علیہ السلام اور انبیاء کو خدا کی طرف سے دیا گیا ہے ان سب پر ہے. ہم ان کے درمیان تفریق نہیں کرتے ہیں اور ہم خدا کے اطاعت گزار بندے ہیں&lt;/span&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &amp;quot;Microsoft Uighur&amp;quot;; font-size: 16.0pt; mso-bidi-language: ER;&quot;&gt; &lt;/span&gt;&lt;span lang=&quot;ER&quot; style=&quot;font-family: &amp;quot;Microsoft Uighur&amp;quot;; font-size: 16.0pt; mso-bidi-language: ER;&quot;&gt;(03:84)&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/b&gt;&lt;/div&gt;
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&lt;b&gt;&lt;span dir=&quot;LTR&quot; style=&quot;font-family: &amp;quot;Microsoft Uighur&amp;quot;; font-size: 16.0pt; mso-bidi-language: ER;&quot;&gt;Say (O Muhammad ): &quot;We believe inAllah and in what has been sent down to us, and what was sent down to Ibrhim (Abraham), Ism&#39;il (Ishmael), &lt;u&gt;Ishaque (Isaac), Ya&#39;qub (Jacob) and Al-Asbt [the twelve sons of Ya&#39;qub (Jacob)]&lt;/u&gt; and what was given to Msa (Moses), &#39;Iesa (Jesus) and the Prophets from their Lord. We make no distinction between one another among them and to Him (Allh) we have submitted (in Islm).&quot;(03:84)&lt;/span&gt;&lt;span lang=&quot;ER&quot; style=&quot;font-family: &amp;quot;Microsoft Uighur&amp;quot;; font-size: 16.0pt; mso-bidi-language: ER;&quot;&gt;&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/b&gt;&lt;/div&gt;
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&lt;b&gt;&lt;span lang=&quot;ER&quot; style=&quot;font-family: &amp;quot;Microsoft Uighur&amp;quot;; font-size: 16.0pt; mso-bidi-language: ER;&quot;&gt;إِنَّا أَوْحَيْنَا إِلَيْكَ كَمَا أَوْحَيْنَا إِلَى نُوحٍ وَالنَّبِيِّينَ مِنْ بَعْدِهِ &lt;/span&gt;&lt;span lang=&quot;ER&quot; style=&quot;font-family: _PDMS_Saleem_QuranFont; font-size: 16.0pt; mso-ascii-font-family: &amp;quot;Microsoft Uighur&amp;quot;; mso-bidi-language: ER; mso-hansi-font-family: &amp;quot;Microsoft Uighur&amp;quot;;&quot;&gt;ۚ&lt;/span&gt;&lt;span lang=&quot;ER&quot; style=&quot;font-family: &amp;quot;Microsoft Uighur&amp;quot;; font-size: 16.0pt; mso-bidi-language: ER;&quot;&gt; وَأَوْحَيْنَا إِلَى &lt;u&gt;إِبْرَاهِيمَ وَإِسْمَاعِيلَ وَإِسْحَاقَ وَيَعْقُوبَ&lt;/u&gt; &lt;u&gt;وَالْأَسْبَاطِ &lt;/u&gt;وَعِيسَى وَأَيُّوبَ وَيُونُسَ وَهَارُونَ وَسُلَيْمَانَ&amp;nbsp; وَآتَيْنَا دَاوُودَ زَبُورًا﴿004:163﴾&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/b&gt;&lt;/div&gt;
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&lt;b&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &amp;quot;Microsoft Uighur&amp;quot;; font-size: 14.5pt;&quot;&gt;ہم نے آپ کی طرف اسی طرح وحی نازل کی ہے جس طرح نوح علیہ السلام اور ان کے بعد کے انبیاء کی طرف وحی کی تھی اور ابراہیم علیہ السلام ,اسماعیل علیہ السلام &lt;u&gt;,اسحاق علیہ السلام ,یعقوب علیہ السلام , اولادیعقوب علیہ السلام&lt;/u&gt;,عیسٰی علیہ السلام ,ایوب علیہ السلام , یونس علیہ السلام ,ہارون علیہ السلام اور سلیمان علیہ السلام کی طرف وحی کی ہے اور داؤد علیہ السلام کو زبور عطا کی ہے&lt;/span&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &amp;quot;Microsoft Uighur&amp;quot;; font-size: 16.0pt; mso-bidi-language: ER;&quot;&gt; &lt;/span&gt;&lt;span lang=&quot;ER&quot; style=&quot;font-family: &amp;quot;Microsoft Uighur&amp;quot;; font-size: 16.0pt; mso-bidi-language: ER;&quot;&gt;۔﴿004:163﴾&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/b&gt;&lt;/div&gt;
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&lt;b&gt;&lt;span dir=&quot;LTR&quot; style=&quot;font-family: &amp;quot;Microsoft Uighur&amp;quot;; font-size: 16.0pt; mso-bidi-language: ER;&quot;&gt;Verily, We have inspired you (O Muhammad ) as We inspired Nh (Noah) and the Prophets after him; We (also) inspired Ibrhim (Abraham), Ism&#39;il (Ishmael), &lt;u&gt;Ishque (Isaac), Ya&#39;qb (Jacob), and AlAsbt [the twelve sons of Ya&#39;qb (Jacob)],&lt;/u&gt; &#39;Iesa (Jesus), Ayub (Job), Ynus (Jonah), Hrn (Aaron), and Sulaimn (Solomon), and to Dawd (David) We gave the Zabr (Psalms).(04:163)&lt;/span&gt;&lt;span lang=&quot;ER&quot; style=&quot;font-family: &amp;quot;Microsoft Uighur&amp;quot;; font-size: 16.0pt; mso-bidi-language: ER;&quot;&gt;&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/b&gt;&lt;/div&gt;
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&lt;b&gt;&lt;u&gt;&lt;span lang=&quot;ER&quot; style=&quot;font-family: &amp;quot;Microsoft Uighur&amp;quot;; font-size: 16.0pt; mso-bidi-language: ER;&quot;&gt;وَوَهَبْنَا لَهُ إِسْحَاقَ وَيَعْقُوبَ&lt;/span&gt;&lt;/u&gt;&lt;span lang=&quot;ER&quot; style=&quot;font-family: &amp;quot;Microsoft Uighur&amp;quot;; font-size: 16.0pt; mso-bidi-language: ER;&quot;&gt; &lt;/span&gt;&lt;span lang=&quot;ER&quot; style=&quot;font-family: _PDMS_Saleem_QuranFont; font-size: 16.0pt; mso-ascii-font-family: &amp;quot;Microsoft Uighur&amp;quot;; mso-bidi-language: ER; mso-hansi-font-family: &amp;quot;Microsoft Uighur&amp;quot;;&quot;&gt;ۚ&lt;/span&gt;&lt;span lang=&quot;ER&quot; style=&quot;font-family: &amp;quot;Microsoft Uighur&amp;quot;; font-size: 16.0pt; mso-bidi-language: ER;&quot;&gt; كُلًّا هَدَيْنَا &lt;/span&gt;&lt;span lang=&quot;ER&quot; style=&quot;font-family: _PDMS_Saleem_QuranFont; font-size: 16.0pt; mso-ascii-font-family: &amp;quot;Microsoft Uighur&amp;quot;; mso-bidi-language: ER; mso-hansi-font-family: &amp;quot;Microsoft Uighur&amp;quot;;&quot;&gt;ۚ&lt;/span&gt;&lt;span lang=&quot;ER&quot; style=&quot;font-family: &amp;quot;Microsoft Uighur&amp;quot;; font-size: 16.0pt; mso-bidi-language: ER;&quot;&gt; وَنُوحًا هَدَيْنَا مِنْ قَبْلُ &lt;/span&gt;&lt;span lang=&quot;ER&quot; style=&quot;font-family: _PDMS_Saleem_QuranFont; font-size: 16.0pt; mso-ascii-font-family: &amp;quot;Microsoft Uighur&amp;quot;; mso-bidi-language: ER; mso-hansi-font-family: &amp;quot;Microsoft Uighur&amp;quot;;&quot;&gt;ۖ&lt;/span&gt;&lt;span lang=&quot;ER&quot; style=&quot;font-family: &amp;quot;Microsoft Uighur&amp;quot;; font-size: 16.0pt; mso-bidi-language: ER;&quot;&gt; وَمِنْ ذُرِّيَّتِهِ دَاوُودَ وَسُلَيْمَانَ وَأَيُّوبَ وَيُوسُفَ وَمُوسَى وَهَارُونَ &lt;/span&gt;&lt;span lang=&quot;ER&quot; style=&quot;font-family: _PDMS_Saleem_QuranFont; font-size: 16.0pt; mso-ascii-font-family: &amp;quot;Microsoft Uighur&amp;quot;; mso-bidi-language: ER; mso-hansi-font-family: &amp;quot;Microsoft Uighur&amp;quot;;&quot;&gt;ۚ&lt;/span&gt;&lt;span lang=&quot;ER&quot; style=&quot;font-family: &amp;quot;Microsoft Uighur&amp;quot;; font-size: 16.0pt; mso-bidi-language: ER;&quot;&gt; وَكَذَلِكَ نَجْزِي الْمُحْسِنِينَ﴿006:084﴾&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/b&gt;&lt;/div&gt;
&lt;div class=&quot;MsoNormal&quot; dir=&quot;RTL&quot; style=&quot;direction: rtl; margin-left: 0in; text-align: left; unicode-bidi: embed; vertical-align: middle;&quot;&gt;
&lt;span lang=&quot;ER&quot; style=&quot;font-family: &amp;quot;Microsoft Uighur&amp;quot;; font-size: 16.0pt; mso-bidi-language: ER;&quot;&gt;&lt;b&gt;&amp;nbsp;اور ہم نے اُنکو &lt;u&gt;اسحاق علیہ السلام اور یعقوب علیہ السلام&lt;/u&gt; بخشے (اور) سب کو ہدایت دی۔ اور پہلے نوح علیہ السلام کو بھی ہدایت دی تھی اور ان کی اولاد میں سے داؤد اور سلیمان علیہ السلام اور ایوب علیہ السلام اور یوسف علیہ السلام اور موسیٰ علیہ السلام اور ہارون علیہ السلام کو بھی۔ یہ ہم نیک لوگوں کو ایسا ہی بدلہ دیا کرتے ہیں-﴿006:084﴾&lt;o:p&gt;&lt;/o:p&gt;&lt;/b&gt;&lt;/span&gt;&lt;/div&gt;
&lt;div class=&quot;MsoNormal&quot; dir=&quot;RTL&quot; style=&quot;direction: rtl; margin-left: 0in; text-align: left; unicode-bidi: embed; vertical-align: middle;&quot;&gt;
&lt;b&gt;&lt;span dir=&quot;LTR&quot; style=&quot;font-family: &amp;quot;Microsoft Sans Serif&amp;quot;,&amp;quot;sans-serif&amp;quot;; font-size: 9.0pt;&quot;&gt;And We bestowed upon him &lt;u&gt;Ishque (Isaac) and Ya&#39;qb (Jacob)&lt;/u&gt;, each of them We guided, and before him, We guided Nh (Noah), and among his progeny Dawd (David), Sulaimn (Solomon), Ayub (Job),&amp;nbsp;&lt;/span&gt;&lt;/b&gt;&lt;/div&gt;
&lt;div class=&quot;MsoNormal&quot; dir=&quot;RTL&quot; style=&quot;direction: rtl; margin-left: 0in; text-align: left; unicode-bidi: embed; vertical-align: middle;&quot;&gt;
&lt;b&gt;&lt;span dir=&quot;LTR&quot; style=&quot;font-family: &amp;quot;Microsoft Sans Serif&amp;quot;,&amp;quot;sans-serif&amp;quot;; font-size: 9.0pt;&quot;&gt;Ysuf (Joseph), Msa (Moses), and Hrn (Aaron). Thus do We reward the gooddoers(06:84).&lt;/span&gt;&lt;span lang=&quot;ER&quot; style=&quot;font-family: &amp;quot;Microsoft Uighur&amp;quot;; font-size: 16.0pt; mso-bidi-language: ER;&quot;&gt;&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/b&gt;&lt;/div&gt;
&lt;div class=&quot;MsoNormal&quot; dir=&quot;RTL&quot; style=&quot;direction: rtl; margin-left: 0in; text-align: right; unicode-bidi: embed;&quot;&gt;
&lt;span lang=&quot;ER&quot; style=&quot;font-family: &amp;quot;Microsoft Uighur&amp;quot;; font-size: 16.0pt; mso-bidi-language: ER;&quot;&gt;&lt;b&gt;&lt;br /&gt;
&lt;/b&gt;&lt;/span&gt;&lt;/div&gt;
&lt;div class=&quot;MsoNormal&quot; dir=&quot;RTL&quot; style=&quot;direction: rtl; margin-left: 0in; text-align: right; unicode-bidi: embed;&quot;&gt;
&lt;span lang=&quot;ER&quot; style=&quot;font-family: &amp;quot;Microsoft Uighur&amp;quot;; font-size: 16.0pt; mso-bidi-language: ER;&quot;&gt;&lt;b&gt;وَامْرَأَتُهُ قَائِمَةٌ فَضَحِكَتْ &lt;u&gt;فَبَشَّرْنَاهَا بِإِسْحَاقَ وَمِنْ وَرَاءِ إِسْحَاقَ يَعْقُوبَ&lt;/u&gt;﴿011:071﴾&lt;o:p&gt;&lt;/o:p&gt;&lt;/b&gt;&lt;/span&gt;&lt;/div&gt;
&lt;div class=&quot;MsoNormal&quot; dir=&quot;RTL&quot; style=&quot;direction: rtl; margin-left: 0in; text-align: right; unicode-bidi: embed; vertical-align: middle;&quot;&gt;
&lt;span lang=&quot;ER&quot; style=&quot;font-family: &amp;quot;Microsoft Uighur&amp;quot;; font-size: 16.0pt; mso-bidi-language: ER;&quot;&gt;&lt;b&gt;&amp;nbsp;اور ابراہیم کی بیوی (جو پاس) کھڑی تھی ہنس پڑی تو ہم نے اس کو &lt;u&gt;اسحاق اور اسحاق کے بعد یعقوب&lt;/u&gt; کی خوش خبری دی﴿011:071﴾&lt;o:p&gt;&lt;/o:p&gt;&lt;/b&gt;&lt;/span&gt;&lt;/div&gt;
&lt;div class=&quot;MsoNormal&quot; dir=&quot;RTL&quot; style=&quot;direction: rtl; margin-left: 0in; text-align: left; unicode-bidi: embed; vertical-align: middle;&quot;&gt;
&lt;b&gt;&lt;span dir=&quot;LTR&quot; style=&quot;font-family: &amp;quot;Microsoft Sans Serif&amp;quot;,&amp;quot;sans-serif&amp;quot;; font-size: 9.0pt;&quot;&gt;And his wife was standing (there), and she laughed (either, because the Messengers did not eat their food or for being glad for the destruction of the people of Lout (Lot). But We gave her glad tidings of &lt;u&gt;Ishque (Isaac), and after him, of Ya&#39;qb (Jacob&lt;/u&gt;).&lt;/span&gt;&lt;span lang=&quot;ER&quot; style=&quot;font-family: &amp;quot;Microsoft Uighur&amp;quot;; font-size: 16.0pt; mso-bidi-language: ER;&quot;&gt;&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/b&gt;&lt;/div&gt;
&lt;div class=&quot;MsoNormal&quot; dir=&quot;RTL&quot; style=&quot;background-attachment: initial; background-clip: initial; background-color: white; background-image: initial; background-origin: initial; background-position: initial initial; background-repeat: initial initial; direction: rtl; margin-bottom: 1.25pt; margin-left: 0in; margin-right: 0.5in; margin-top: 0in; text-align: left; unicode-bidi: embed;&quot;&gt;
&lt;br /&gt;&lt;/div&gt;
&lt;div class=&quot;MsoNormal&quot; dir=&quot;RTL&quot; style=&quot;direction: rtl; margin-left: 0in; text-align: right; unicode-bidi: embed;&quot;&gt;
&lt;b&gt;&lt;span lang=&quot;ER&quot; style=&quot;font-family: &amp;quot;Microsoft Uighur&amp;quot;; font-size: 16.0pt; mso-bidi-language: ER;&quot;&gt;وَكَذَلِكَ يَجْتَبِيكَ رَبُّكَ وَيُعَلِّمُكَ مِنْ تَأْوِيلِ الْأَحَادِيثِ وَيُتِمُّ نِعْمَتَهُ عَلَيْكَ وَعَلَى &lt;u&gt;آلِ يَعْقُوبَ&lt;/u&gt; كَمَا أَتَمَّهَا عَلَى أَبَوَيْكَ مِنْ قَبْلُ &lt;u&gt;إِبْرَاهِيمَ وَإِسْحَاقَ &lt;/u&gt;&lt;/span&gt;&lt;u&gt;&lt;span lang=&quot;ER&quot; style=&quot;font-family: _PDMS_Saleem_QuranFont; font-size: 16.0pt; mso-ascii-font-family: &amp;quot;Microsoft Uighur&amp;quot;; mso-bidi-language: ER; mso-hansi-font-family: &amp;quot;Microsoft Uighur&amp;quot;;&quot;&gt;ۚ&lt;/span&gt;&lt;/u&gt;&lt;span lang=&quot;ER&quot; style=&quot;font-family: &amp;quot;Microsoft Uighur&amp;quot;; font-size: 16.0pt; mso-bidi-language: ER;&quot;&gt; إِنَّ رَبَّكَ عَلِيمٌ حَكِيمٌ﴿012:006﴾&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/b&gt;&lt;/div&gt;
&lt;div class=&quot;MsoNormal&quot; dir=&quot;RTL&quot; style=&quot;direction: rtl; margin-left: 0in; text-align: right; unicode-bidi: embed;&quot;&gt;
&lt;span lang=&quot;ER&quot; style=&quot;font-family: &amp;quot;Microsoft Uighur&amp;quot;; font-size: 16.0pt; mso-bidi-language: ER;&quot;&gt;&lt;b&gt;اور اسی طرح خدا تمہیں برگزیدہ (ممتاز) کرے گا اور (خواب کی) باتوں کی تعبیر کا علم سکھائے گا۔ اور جس طرح اس نے اپنی نعمت پہلے تمہارے دادا پردادا ابراہیم اور اسحاق پر پوری کی تھی اسی طرح تم پر اور اولاد یعقوب پر پوری کرے گا۔ بیشک تمہارا پروردگار (سب کچھ) جاننے والا (اور) حکمت والا ہے-﴿012:006﴾&lt;o:p&gt;&lt;/o:p&gt;&lt;/b&gt;&lt;/span&gt;&lt;/div&gt;
&lt;div class=&quot;MsoNormal&quot; style=&quot;margin-left: 0in; text-align: left;&quot;&gt;
&lt;span style=&quot;font-family: &amp;quot;Microsoft Sans Serif&amp;quot;,&amp;quot;sans-serif&amp;quot;; font-size: 10.0pt;&quot;&gt;&lt;b&gt;Thus will your Lord choose you and teach you the interpretation of dreams (and other things) and perfect His Favour on you and on the offspring of Ya&#39;qb (Jacob), as He perfected it on your fathers, Ibrahm (Abraham) and Ishque (Isaac) aforetime! Verily, your Lord is All-Knowing, All-Wise.&lt;o:p&gt;&lt;/o:p&gt;&lt;/b&gt;&lt;/span&gt;&lt;/div&gt;
&lt;div class=&quot;MsoNormal&quot; dir=&quot;RTL&quot; style=&quot;direction: rtl; margin-left: 0in; text-align: right; unicode-bidi: embed;&quot;&gt;
&lt;b&gt;&lt;span lang=&quot;ER&quot; style=&quot;font-family: &amp;quot;Microsoft Uighur&amp;quot;; font-size: 16.0pt; mso-bidi-language: ER;&quot;&gt;فَلَمَّا اعْتَزَلَهُمْ وَمَا يَعْبُدُونَ مِنْ دُونِ اللَّهِ &lt;u&gt;وَهَبْنَا لَهُ إِسْحَاقَ وَيَعْقُوبَ &lt;/u&gt;&lt;/span&gt;&lt;u&gt;&lt;span lang=&quot;ER&quot; style=&quot;font-family: _PDMS_Saleem_QuranFont; font-size: 16.0pt; mso-ascii-font-family: &amp;quot;Microsoft Uighur&amp;quot;; mso-bidi-language: ER; mso-hansi-font-family: &amp;quot;Microsoft Uighur&amp;quot;;&quot;&gt;ۖ&lt;/span&gt;&lt;/u&gt;&lt;span lang=&quot;ER&quot; style=&quot;font-family: &amp;quot;Microsoft Uighur&amp;quot;; font-size: 16.0pt; mso-bidi-language: ER;&quot;&gt; وَكُلًّا جَعَلْنَا نَبِيًّا﴿019:049﴾&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/b&gt;&lt;/div&gt;
&lt;div class=&quot;MsoNormal&quot; dir=&quot;RTL&quot; style=&quot;direction: rtl; margin-left: 0in; text-align: right; unicode-bidi: embed; vertical-align: middle;&quot;&gt;
&lt;span lang=&quot;ER&quot; style=&quot;font-family: &amp;quot;Microsoft Uighur&amp;quot;; font-size: 16.0pt; mso-bidi-language: ER;&quot;&gt;&lt;b&gt;&amp;nbsp;اور جب ابراہیم ان لوگوں سے اور جن کی وہ خدا کے سوا پرستش کرتے تھے ان سے الگ ہوگئے تو &lt;u&gt;ہم نے ان کو اسحاق اور (اسحاق) کو یعقوب بخشے&lt;/u&gt; اور سب کو پیغمبر بنایا-﴿019:049﴾&lt;o:p&gt;&lt;/o:p&gt;&lt;/b&gt;&lt;/span&gt;&lt;/div&gt;
&lt;div class=&quot;MsoNormal&quot; dir=&quot;RTL&quot; style=&quot;direction: rtl; margin-left: 0in; text-align: left; unicode-bidi: embed; vertical-align: middle;&quot;&gt;
&lt;b&gt;&lt;span dir=&quot;LTR&quot; style=&quot;font-family: &amp;quot;Microsoft Uighur&amp;quot;; font-size: 16.0pt; mso-bidi-language: ER;&quot;&gt;So when he had turned away from them and from those whom they worshipped besidesAllah, We&amp;nbsp;&lt;/span&gt;&lt;/b&gt;&lt;/div&gt;
&lt;div class=&quot;MsoNormal&quot; dir=&quot;RTL&quot; style=&quot;direction: rtl; margin-left: 0in; text-align: left; unicode-bidi: embed; vertical-align: middle;&quot;&gt;
&lt;b&gt;&lt;span dir=&quot;LTR&quot; style=&quot;font-family: &amp;quot;Microsoft Uighur&amp;quot;; font-size: 16.0pt; mso-bidi-language: ER;&quot;&gt;gave him &lt;u&gt;Ishque (Isaac) and Ya&#39;qb (Jacob),&lt;/u&gt; and each one of them We made a Prophet(19:49).&lt;/span&gt;&lt;span lang=&quot;ER&quot; style=&quot;font-family: &amp;quot;Microsoft Uighur&amp;quot;; font-size: 16.0pt; mso-bidi-language: ER;&quot;&gt;&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/b&gt;&lt;/div&gt;
&lt;div class=&quot;MsoNormal&quot; dir=&quot;RTL&quot; style=&quot;direction: rtl; margin-left: 0in; text-align: left; unicode-bidi: embed;&quot;&gt;
&lt;b&gt;&lt;u&gt;&lt;span lang=&quot;ER&quot; style=&quot;font-family: &amp;quot;Microsoft Uighur&amp;quot;; font-size: 16.0pt; mso-bidi-language: ER;&quot;&gt;&lt;br /&gt;
&lt;/span&gt;&lt;/u&gt;&lt;/b&gt;&lt;/div&gt;
&lt;div class=&quot;MsoNormal&quot; dir=&quot;RTL&quot; style=&quot;direction: rtl; margin-left: 0in; text-align: right; unicode-bidi: embed;&quot;&gt;
&lt;b&gt;&lt;u&gt;&lt;span lang=&quot;ER&quot; style=&quot;font-family: &amp;quot;Microsoft Uighur&amp;quot;; font-size: 16.0pt; mso-bidi-language: ER;&quot;&gt;وَوَهَبْنَا لَهُ إِسْحَاقَ وَيَعْقُوبَ نَافِلَةً &lt;/span&gt;&lt;/u&gt;&lt;u&gt;&lt;span lang=&quot;ER&quot; style=&quot;font-family: _PDMS_Saleem_QuranFont; font-size: 16.0pt; mso-ascii-font-family: &amp;quot;Microsoft Uighur&amp;quot;; mso-bidi-language: ER; mso-hansi-font-family: &amp;quot;Microsoft Uighur&amp;quot;;&quot;&gt;ۖ&lt;/span&gt;&lt;/u&gt;&lt;span lang=&quot;ER&quot; style=&quot;font-family: &amp;quot;Microsoft Uighur&amp;quot;; font-size: 16.0pt; mso-bidi-language: ER;&quot;&gt; وَكُلًّا جَعَلْنَا صَالِحِينَ﴿021:072﴾&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/b&gt;&lt;/div&gt;
&lt;div class=&quot;MsoNormal&quot; dir=&quot;RTL&quot; style=&quot;direction: rtl; margin-left: 0in; text-align: right; unicode-bidi: embed; vertical-align: middle;&quot;&gt;
&lt;b&gt;&lt;u&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Microsoft Uighur&#39;; font-size: 16pt;&quot;&gt;اور (ہجرت کے بعد) ہم نے ان کو اسحاق&lt;/span&gt;&lt;/u&gt;&lt;u&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Segoe UI&#39;, sans-serif; font-size: 16pt;&quot;&gt;ؑ&lt;/span&gt;&lt;/u&gt;&lt;u&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Microsoft Uighur&#39;; font-size: 16pt;&quot;&gt; (بیٹا) اور یعقوب&lt;/span&gt;&lt;/u&gt;&lt;u&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Segoe UI&#39;, sans-serif; font-size: 16pt;&quot;&gt;ؑ&lt;/span&gt;&lt;/u&gt;&lt;u&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Microsoft Uighur&#39;; font-size: 16pt;&quot;&gt; (پوتا)&lt;/span&gt;&lt;/u&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Microsoft Uighur&#39;; font-size: 16pt;&quot;&gt; عطا کیا اور ہم نے ان سب کو (اعلیٰ درجہ کا) نیک کیا۔&lt;/span&gt;&lt;span lang=&quot;ER&quot; style=&quot;font-family: &amp;quot;Microsoft Uighur&amp;quot;; font-size: 16.0pt; mso-bidi-language: ER;&quot;&gt;﴿021:072﴾&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/b&gt;&lt;/div&gt;
&lt;div class=&quot;MsoNormal&quot; dir=&quot;RTL&quot; style=&quot;direction: rtl; margin-left: 0in; text-align: left; unicode-bidi: embed; vertical-align: middle;&quot;&gt;
&lt;b&gt;&lt;span dir=&quot;LTR&quot; style=&quot;font-family: &amp;quot;Microsoft Uighur&amp;quot;; font-size: 16.0pt; mso-bidi-language: ER;&quot;&gt;And We bestowed upon him Ishque (Isaac), and (a grandson) Ya&#39;qb (Jacob). Each one We made&amp;nbsp;&lt;/span&gt;&lt;/b&gt;&lt;/div&gt;
&lt;div class=&quot;MsoNormal&quot; dir=&quot;RTL&quot; style=&quot;direction: rtl; margin-left: 0in; text-align: left; unicode-bidi: embed; vertical-align: middle;&quot;&gt;
&lt;b&gt;&lt;span dir=&quot;LTR&quot; style=&quot;font-family: &amp;quot;Microsoft Uighur&amp;quot;; font-size: 16.0pt; mso-bidi-language: ER;&quot;&gt;righteous.(21:72)&lt;/span&gt;&lt;span lang=&quot;ER&quot; style=&quot;font-family: &amp;quot;Microsoft Uighur&amp;quot;; font-size: 16.0pt; mso-bidi-language: ER;&quot;&gt;&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/b&gt;&lt;/div&gt;
&lt;div class=&quot;MsoNormal&quot; dir=&quot;RTL&quot; style=&quot;direction: rtl; margin-left: 0in; text-align: left; unicode-bidi: embed;&quot;&gt;
&lt;b&gt;&lt;u&gt;&lt;span lang=&quot;ER&quot; style=&quot;font-family: &amp;quot;Microsoft Uighur&amp;quot;; font-size: 16.0pt; mso-bidi-language: ER;&quot;&gt;&lt;br /&gt;
&lt;/span&gt;&lt;/u&gt;&lt;/b&gt;&lt;/div&gt;
&lt;div class=&quot;MsoNormal&quot; dir=&quot;RTL&quot; style=&quot;direction: rtl; margin-left: 0in; text-align: right; unicode-bidi: embed;&quot;&gt;
&lt;b&gt;&lt;u&gt;&lt;span lang=&quot;ER&quot; style=&quot;font-family: &amp;quot;Microsoft Uighur&amp;quot;; font-size: 16.0pt; mso-bidi-language: ER;&quot;&gt;وَوَهَبْنَا لَهُ إِسْحَاقَ وَيَعْقُوبَ&lt;/span&gt;&lt;/u&gt;&lt;span lang=&quot;ER&quot; style=&quot;font-family: &amp;quot;Microsoft Uighur&amp;quot;; font-size: 16.0pt; mso-bidi-language: ER;&quot;&gt; وَجَعَلْنَا فِي ذُرِّيَّتِهِ النُّبُوَّةَ وَالْكِتَابَ وَآتَيْنَاهُ أَجْرَهُ فِي الدُّنْيَا &lt;/span&gt;&lt;span lang=&quot;ER&quot; style=&quot;font-family: _PDMS_Saleem_QuranFont; font-size: 16.0pt; mso-ascii-font-family: &amp;quot;Microsoft Uighur&amp;quot;; mso-bidi-language: ER; mso-hansi-font-family: &amp;quot;Microsoft Uighur&amp;quot;;&quot;&gt;ۖ&lt;/span&gt;&lt;span lang=&quot;ER&quot; style=&quot;font-family: &amp;quot;Microsoft Uighur&amp;quot;; font-size: 16.0pt; mso-bidi-language: ER;&quot;&gt; وَإِنَّهُ فِي الْآخِرَةِ لَمِنَ الصَّالِحِينَ﴿029:027﴾&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/b&gt;&lt;/div&gt;
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&lt;span lang=&quot;ER&quot; style=&quot;font-family: &amp;quot;Microsoft Uighur&amp;quot;; font-size: 16.0pt; mso-bidi-language: ER;&quot;&gt;&lt;b&gt;‏ &lt;u&gt;اور ہم نے ان کو اسحاق اور یعقوب بخشے&lt;/u&gt; اور انکی اولاد میں پیغمبری اور کتاب (مقرر) کر دی اور انکو دنیا میں بھی اس کا صلہ عنایت کیا اور وہ آخرت میں بھی نیک لوگوں میں ہوں گے. ﴿029:027﴾&lt;o:p&gt;&lt;/o:p&gt;&lt;/b&gt;&lt;/span&gt;&lt;/div&gt;
&lt;div class=&quot;MsoNormal&quot; dir=&quot;RTL&quot; style=&quot;direction: rtl; margin-left: 0in; text-align: left; unicode-bidi: embed;&quot;&gt;
&lt;b&gt;&lt;span dir=&quot;LTR&quot; style=&quot;font-family: &amp;quot;Microsoft Uighur&amp;quot;; font-size: 16.0pt; mso-bidi-language: ER;&quot;&gt;And We bestowed on him [Ibrhim (Abraham)], Ishque (Isaac) and Ya&#39;qb (Jacob), and ordained among his offspring Prophethood and the Book [i.e. the Taurt (Torah) (to Msa Moses), the Injeel (Gospel) (to &#39;Iesa Jesus), the Qur&#39;n (to Muhammad ), all from the offspring of Ibrhim (Abraham)], and We granted him his reward in this world, and verily, in the Hereafter he is indeed among the righteous.(29:27)&lt;/span&gt;&lt;span lang=&quot;ER&quot; style=&quot;font-family: &amp;quot;Microsoft Uighur&amp;quot;; font-size: 16.0pt; mso-bidi-language: ER;&quot;&gt;&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/b&gt;&lt;/div&gt;
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&lt;span lang=&quot;ER&quot; style=&quot;font-family: &amp;quot;Microsoft Uighur&amp;quot;; font-size: 16.0pt; mso-bidi-language: ER;&quot;&gt;&lt;b&gt;&lt;br /&gt;
&lt;/b&gt;&lt;/span&gt;&lt;/div&gt;
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&lt;span lang=&quot;ER&quot; style=&quot;font-family: &amp;quot;Microsoft Uighur&amp;quot;; font-size: 16.0pt; mso-bidi-language: ER;&quot;&gt;&lt;b&gt;وَاذْكُرْ عِبَادَنَا &lt;u&gt;إِبْرَاهِيمَ وَإِسْحَاقَ وَيَعْقُوبَ&lt;/u&gt; أُولِي الْأَيْدِي وَالْأَبْصَارِ﴿038:045﴾&lt;o:p&gt;&lt;/o:p&gt;&lt;/b&gt;&lt;/span&gt;&lt;/div&gt;
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&lt;span lang=&quot;ER&quot; style=&quot;font-family: &amp;quot;Microsoft Uighur&amp;quot;; font-size: 16.0pt; mso-bidi-language: ER;&quot;&gt;&lt;b&gt;اور ہمارے بندوں &lt;u&gt;ابراہیم اور اسحق اور یعقوب &lt;/u&gt;کو یاد کرو جو قوت والے اور آنکھوں والے تھے ‏.﴿038:045﴾&lt;o:p&gt;&lt;/o:p&gt;&lt;/b&gt;&lt;/span&gt;&lt;/div&gt;
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&lt;b&gt;&lt;span dir=&quot;LTR&quot; style=&quot;font-family: &amp;quot;Microsoft Uighur&amp;quot;; font-size: 16.0pt; mso-bidi-language: ER;&quot;&gt;And remember Our slaves, Ibrhim (Abraham), Ishque (Isaac), and Ya&#39;qb (Jacob), (all) owners of strength (in worshipping Us) and (also) of religious understanding.(38:45)&lt;/span&gt;&lt;span lang=&quot;ER&quot; style=&quot;font-family: &amp;quot;Microsoft Uighur&amp;quot;; font-size: 16.0pt; mso-bidi-language: ER;&quot;&gt;&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/b&gt;&lt;/div&gt;
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&lt;br /&gt;&lt;/div&gt;
&lt;div class=&quot;MsoNormal&quot; style=&quot;margin-left: 0in;&quot;&gt;
&lt;b&gt;&lt;br /&gt;
&lt;/b&gt;&lt;/div&gt;
&lt;h3 style=&quot;text-align: left;&quot;&gt;
&lt;b&gt;The Most Important Verse of this Topic&lt;/b&gt;&lt;/h3&gt;
&lt;div class=&quot;MsoNormal&quot; style=&quot;margin-left: 0in;&quot;&gt;
&lt;o:p&gt;&lt;/o:p&gt;&lt;/div&gt;
&lt;div class=&quot;MsoNormal&quot; dir=&quot;RTL&quot; style=&quot;direction: rtl; margin-left: 0in; text-align: right; unicode-bidi: embed;&quot;&gt;
&lt;b&gt;&lt;u&gt;&lt;span lang=&quot;ER&quot; style=&quot;font-size: 16pt;&quot;&gt;&lt;br class=&quot;Apple-interchange-newline&quot; /&gt;&lt;span style=&quot;font-family: Arial, Helvetica, sans-serif;&quot;&gt;وَوَهَبْنَا لَهُ إِسْحَاقَ وَيَعْقُوبَ&lt;span style=&quot;background-color: yellow;&quot;&gt; نَافِلَةً&amp;nbsp;&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;/u&gt;&lt;span style=&quot;font-family: Arial, Helvetica, sans-serif;&quot;&gt;&lt;u&gt;&lt;span lang=&quot;ER&quot; style=&quot;font-size: 16pt;&quot;&gt;ۖ&lt;/span&gt;&lt;/u&gt;&lt;span lang=&quot;ER&quot; style=&quot;font-size: 16pt;&quot;&gt;&amp;nbsp;وَكُلًّا جَعَلْنَا صَالِحِينَ&lt;/span&gt;&lt;/span&gt;&lt;span lang=&quot;ER&quot; style=&quot;font-family: &#39;Microsoft Uighur&#39;; font-size: 16pt;&quot;&gt;﴿021:072﴾&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/b&gt;&lt;/div&gt;
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&lt;b&gt;&lt;u&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Microsoft Uighur&#39;; font-size: 16pt;&quot;&gt;اور (ہجرت کے بعد) ہم نے ان کو اسحاق&lt;/span&gt;&lt;/u&gt;&lt;u&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Segoe UI&#39;, sans-serif; font-size: 16pt;&quot;&gt;ؑ&lt;/span&gt;&lt;/u&gt;&lt;u&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Microsoft Uighur&#39;; font-size: 16pt;&quot;&gt;&amp;nbsp;(بیٹا) اور یعقوب&lt;/span&gt;&lt;/u&gt;&lt;u&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Segoe UI&#39;, sans-serif; font-size: 16pt;&quot;&gt;ؑ&lt;/span&gt;&lt;/u&gt;&lt;u&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Microsoft Uighur&#39;; font-size: 16pt;&quot;&gt;&amp;nbsp;پوتا&lt;/span&gt;&lt;/u&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Microsoft Uighur&#39;; font-size: 16pt;&quot;&gt;&amp;nbsp;عطا کیا اور ہم نے ان سب کو (اعلیٰ درجہ کا) نیک کیا۔&lt;/span&gt;&lt;span lang=&quot;ER&quot; style=&quot;font-family: &#39;Microsoft Uighur&#39;; font-size: 16pt;&quot;&gt;﴿021:072﴾&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/b&gt;&lt;/div&gt;
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&lt;b&gt;&lt;span dir=&quot;LTR&quot; style=&quot;font-family: &#39;Microsoft Uighur&#39;; font-size: 16pt;&quot;&gt;And We bestowed upon him Ishaque (son), and &amp;nbsp;Ya&#39;qub &amp;nbsp;Grandson. Each one We made&amp;nbsp;&lt;/span&gt;&lt;/b&gt;&lt;/div&gt;
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&lt;b&gt;&lt;span dir=&quot;LTR&quot; style=&quot;font-family: &#39;Microsoft Uighur&#39;; font-size: 16pt;&quot;&gt;righteous.(21:72)&lt;/span&gt;&lt;span lang=&quot;ER&quot; style=&quot;font-family: &#39;Microsoft Uighur&#39;; font-size: 16pt;&quot;&gt;&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/b&gt;&lt;/div&gt;
&lt;br class=&quot;Apple-interchange-newline&quot; /&gt;
&lt;br /&gt;
&lt;div class=&quot;MsoNormal&quot; style=&quot;margin-left: 0in; text-align: left;&quot;&gt;
In the above verse the word &amp;nbsp;&quot;&amp;nbsp;&lt;span style=&quot;text-align: right;&quot;&gt;&lt;u&gt;&lt;span lang=&quot;ER&quot; style=&quot;font-size: 16pt;&quot;&gt;&lt;span style=&quot;font-family: Arial, Helvetica, sans-serif;&quot;&gt;&lt;span style=&quot;background-color: yellow;&quot;&gt;&amp;nbsp;نَافِلَةً&amp;nbsp;&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;/u&gt;&lt;span style=&quot;font-family: Arial, Helvetica, sans-serif;&quot;&gt;&lt;u&gt;&lt;span lang=&quot;ER&quot; style=&quot;font-size: 16pt;&quot;&gt;ۖ&lt;/span&gt;&lt;/u&gt;&lt;/span&gt;&lt;/span&gt;&amp;nbsp;&quot; is mentioned which stands for only 1 grandson.In English we have Singular and Plural tenses but in Arabic we have three tenses to mention number i.e&amp;nbsp;&lt;/div&gt;
&lt;div class=&quot;MsoNormal&quot; style=&quot;margin-left: 0in; text-align: left;&quot;&gt;
&lt;/div&gt;
&lt;ol style=&quot;text-align: left;&quot;&gt;
&lt;li&gt;Singular tense,&lt;/li&gt;
&lt;li&gt;Tense for Two and&amp;nbsp;&lt;/li&gt;
&lt;li&gt;Plural tense (for more than Two).&lt;/li&gt;
&lt;/ol&gt;
&lt;br /&gt;
&lt;div class=&quot;MsoNormal&quot; style=&quot;margin-left: 0in; text-align: left;&quot;&gt;
&amp;nbsp;The above word &quot;&amp;nbsp;&lt;b style=&quot;text-align: right;&quot;&gt;&lt;u&gt;&lt;span lang=&quot;ER&quot; style=&quot;font-size: 16pt;&quot;&gt;&lt;span style=&quot;font-family: Arial, Helvetica, sans-serif;&quot;&gt;&lt;span style=&quot;background-color: yellow;&quot;&gt;&amp;nbsp;نَافِلَةً&amp;nbsp;&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;/u&gt;&lt;span style=&quot;font-family: Arial, Helvetica, sans-serif;&quot;&gt;&lt;u&gt;&lt;span lang=&quot;ER&quot; style=&quot;font-size: 16pt;&quot;&gt;ۖ&lt;/span&gt;&lt;/u&gt;&lt;/span&gt;&lt;/b&gt;&amp;nbsp; &quot; is the tense for Single and not for two&lt;/div&gt;
&lt;h3 style=&quot;text-align: left;&quot;&gt;
VERDICT OF QURAN&lt;/h3&gt;
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We see Holy Quran mentions only one son of Prophet Ishaaq(alayhay salam) i.e Prophet Yaqoob( Jcob &amp;nbsp;oe Israel)(Alayhay salam).&lt;/div&gt;
&lt;h4 style=&quot;margin-left: 0in;&quot;&gt;
If 12 sons of Prophet Yaqoob can be mentioned by Quran then why not the so called 2&lt;sup&gt;nd&lt;/sup&gt; twin son of Prophet Isaaq is mentioned?&lt;/h4&gt;
&lt;div&gt;
&lt;br /&gt;&lt;/div&gt;
&lt;h3 style=&quot;text-align: left;&quot;&gt;
&lt;span style=&quot;font-size: large;&quot;&gt;Where did the concept of 2nd Son of Isaac came from?&lt;/span&gt;&lt;/h3&gt;
&lt;div&gt;
All this came from Bible which has already been distorted.Its a pity some Muslim scholars used these references and wrote books e.g Like&amp;nbsp;Muhammad ibn Jarir al-Tabari or &lt;b&gt;Tabari &lt;/b&gt;in his book&lt;/div&gt;
&lt;div&gt;
&lt;ol style=&quot;text-align: left;&quot;&gt;
&lt;li&gt;&lt;i style=&quot;background-color: white; font-family: sans-serif; font-size: 13px; line-height: 19px; text-align: -webkit-auto;&quot;&gt;Tarikh al-Rusul wa al-Muluk&lt;/i&gt;&lt;span style=&quot;background-color: white; font-family: sans-serif; font-size: 13px; line-height: 19px; text-align: -webkit-auto;&quot;&gt;&amp;nbsp;(&lt;/span&gt;&lt;a href=&quot;http://en.wikipedia.org/wiki/History_of_the_Prophets_and_Kings&quot; style=&quot;background-attachment: initial; background-clip: initial; background-color: white; background-image: none; background-origin: initial; color: #0b0080; font-family: sans-serif; font-size: 13px; line-height: 19px; text-align: -webkit-auto; text-decoration: none;&quot; title=&quot;History of the Prophets and Kings&quot;&gt;History of the Prophets and Kings&lt;/a&gt;&lt;span style=&quot;background-color: white; font-family: sans-serif; font-size: 13px; line-height: 19px; text-align: -webkit-auto;&quot;&gt;)&lt;/span&gt;&lt;/li&gt;
&lt;/ol&gt;
&lt;/div&gt;
&lt;div&gt;
&lt;span style=&quot;background-color: white; font-family: sans-serif; font-size: 13px; line-height: 19px; text-align: -webkit-auto;&quot;&gt;and then his student &lt;b&gt;Ibn Katheer&lt;/b&gt; mentioned his teacher&#39;s work in his book&lt;/span&gt;&lt;/div&gt;
&lt;div&gt;
&lt;span style=&quot;background-color: white; font-family: sans-serif; font-size: 13px; line-height: 19px; text-align: -webkit-auto;&quot;&gt;&lt;br /&gt;
&lt;/span&gt;&lt;/div&gt;
&lt;div&gt;
&lt;span style=&quot;background-color: white; font-family: sans-serif; font-size: 13px; line-height: 19px; text-align: -webkit-auto;&quot;&gt;&amp;nbsp; &amp;nbsp; 2. &amp;nbsp;&lt;/span&gt;&lt;span style=&quot;font-family: sans-serif; font-size: x-small;&quot;&gt;&lt;span style=&quot;line-height: 19px;&quot;&gt;Qisas Al-Anbiya ( History of Prophets )&lt;/span&gt;&lt;/span&gt;&lt;/div&gt;
&lt;div&gt;
&lt;span style=&quot;font-family: sans-serif; font-size: x-small;&quot;&gt;&lt;span style=&quot;line-height: 19px;&quot;&gt;&lt;br /&gt;
&lt;/span&gt;&lt;/span&gt;&lt;/div&gt;
&lt;div&gt;
&lt;span style=&quot;font-family: sans-serif; font-size: x-small;&quot;&gt;&lt;span style=&quot;line-height: 19px;&quot;&gt;Its sad that very weak references were used in both above books.&lt;/span&gt;&lt;/span&gt;&lt;/div&gt;
&lt;div&gt;
&lt;span style=&quot;background-color: white; font-family: sans-serif; font-size: 13px; line-height: 19px; text-align: -webkit-auto;&quot;&gt;&quot;Sometimes the author &lt;b&gt;(Ibn Katheer)&lt;/b&gt; incorporated related &lt;b&gt;local folklore &lt;/b&gt;or &lt;b&gt;oral traditions&lt;/b&gt;, and many of the&amp;nbsp;&lt;/span&gt;&lt;i style=&quot;background-color: white; font-family: sans-serif; font-size: 13px; line-height: 19px; text-align: -webkit-auto;&quot;&gt;Qisas al-anbiya&#39;&lt;/i&gt;&lt;span style=&quot;background-color: white; font-family: sans-serif; font-size: 13px; line-height: 19px; text-align: -webkit-auto;&quot;&gt;s tales echo medieval&lt;b&gt; Christian and Jewish stories&lt;/b&gt;.&quot;&lt;/span&gt;&lt;/div&gt;
&lt;div&gt;
&lt;span style=&quot;background-color: white; font-family: sans-serif; font-size: 13px; line-height: 19px; text-align: -webkit-auto;&quot;&gt;&lt;br /&gt;
&lt;/span&gt;&lt;/div&gt;
&lt;div&gt;
&lt;span style=&quot;background-color: white; text-align: -webkit-auto;&quot;&gt;&lt;/span&gt;&lt;br /&gt;
&lt;h4 style=&quot;text-align: left;&quot;&gt;
&lt;span style=&quot;background-color: white; text-align: -webkit-auto;&quot;&gt;&lt;span style=&quot;font-size: large;&quot;&gt;&lt;b&gt;Ibn Katheer and Tabari themselves warned against Jewish&amp;nbsp;&lt;/b&gt;&lt;b&gt;Traditions&lt;/b&gt;&lt;/span&gt;&lt;/span&gt;&lt;/h4&gt;
&lt;div&gt;
&lt;span style=&quot;background-color: white; text-align: -webkit-auto;&quot;&gt;&lt;span style=&quot;font-family: sans-serif; font-size: x-small;&quot;&gt;&lt;span style=&quot;line-height: 19px;&quot;&gt;&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;br /&gt;
&lt;div&gt;
&lt;span style=&quot;background-color: white; text-align: -webkit-auto;&quot;&gt;&lt;span style=&quot;font-family: sans-serif; font-size: x-small;&quot;&gt;&lt;span style=&quot;line-height: 19px;&quot;&gt;Also, Ibn Kathir quotes Imam Tabari as saying...&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;/div&gt;
&lt;div&gt;
&lt;span style=&quot;background-color: white; text-align: -webkit-auto;&quot;&gt;&lt;span style=&quot;font-family: sans-serif; font-size: x-small;&quot;&gt;&lt;span style=&quot;line-height: 19px;&quot;&gt;Ibn Jarir said, &quot;&lt;b&gt;The Qur&#39;an is trustworthy over the Books that preceded it. Therefore, whatever in these previous Books conforms to the Qur&#39;an is true, and whatever disagrees with the Qur&#39;an is false.&#39;&#39;&lt;/b&gt; (Tafsir Ibn Kathir&#39;s commentary on Quran 2:41, You can also see Al Tabari saying this himself in his commentary on&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;/div&gt;
&lt;div&gt;
&lt;span style=&quot;background-color: white; text-align: -webkit-auto;&quot;&gt;&lt;span style=&quot;font-family: sans-serif; font-size: x-small;&quot;&gt;&lt;span style=&quot;line-height: 19px;&quot;&gt;Surah 2:41)&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;/div&gt;
&lt;div&gt;
&lt;span style=&quot;background-color: white; text-align: -webkit-auto;&quot;&gt;&lt;span style=&quot;font-family: sans-serif; font-size: x-small;&quot;&gt;&lt;span style=&quot;line-height: 19px;&quot;&gt;&lt;br /&gt;&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;/div&gt;
&lt;div&gt;
&lt;span style=&quot;background-color: white; text-align: -webkit-auto;&quot;&gt;&lt;span style=&quot;font-family: sans-serif; font-size: x-small;&quot;&gt;&lt;span style=&quot;line-height: 19px;&quot;&gt;So if we go according to the rule set by the authors of these books themselves,then we must reject the concept of the 2nd son of Prophet Isaaq (Alayhay salam).&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;/div&gt;
&lt;/div&gt;
&lt;div style=&quot;font-family: sans-serif; font-size: 13px; line-height: 19px;&quot;&gt;
&lt;span style=&quot;background-color: white; text-align: -webkit-auto;&quot;&gt;&lt;b&gt;&lt;br /&gt;
&lt;/b&gt;&lt;/span&gt;&lt;/div&gt;
&lt;h4 style=&quot;text-align: left;&quot;&gt;
&lt;span style=&quot;background-color: white; text-align: -webkit-auto;&quot;&gt;&lt;b&gt;&lt;span style=&quot;font-size: large;&quot;&gt;WARNING&lt;/span&gt;&lt;/b&gt;&lt;/span&gt;&lt;/h4&gt;
&lt;div style=&quot;font-family: sans-serif; font-size: 13px; line-height: 19px;&quot;&gt;
&lt;span style=&quot;background-color: white; text-align: -webkit-auto;&quot;&gt;There are many false stories about Prophet Muhammad (peace be upon him) and many other Prophets found in Ibn Ishaq, Al-Tabari, the Tafsir of Al-Tabari, Ibn Kathir, Zad Al Maad etc.&amp;nbsp;So I want Muslims to&amp;nbsp;accept only Ahadith from the Major Ahadith books and not by some history book.&lt;/span&gt;&lt;/div&gt;
&lt;div style=&quot;font-family: sans-serif; font-size: 13px; line-height: 19px;&quot;&gt;
&lt;span style=&quot;background-color: white; text-align: -webkit-auto;&quot;&gt;If a story of a Prophet is not confirmed in the major hadith collections&amp;nbsp;then it is to be rejected.&amp;nbsp;&lt;/span&gt;&lt;/div&gt;
&lt;div style=&quot;font-family: sans-serif; font-size: 13px; line-height: 19px;&quot;&gt;
&lt;span style=&quot;background-color: white; text-align: -webkit-auto;&quot;&gt;The fact is that the anti Islamic elements love to quote these weak references (Reference&amp;nbsp;&lt;/span&gt;&lt;/div&gt;
&lt;div style=&quot;font-family: sans-serif; font-size: 13px; line-height: 19px;&quot;&gt;
&lt;span style=&quot;background-color: white; text-align: -webkit-auto;&quot;&gt;&lt;a href=&quot;http://www.answering-christian-claims.com/False_Stories_About_Prophet_Muhammad.html&quot; style=&quot;background-color: transparent; text-align: left;&quot;&gt;http://www.answering-christian-claims.com/False_Stories_About_Prophet_Muhammad.html&lt;/a&gt;&amp;nbsp;)&lt;/span&gt;&lt;/div&gt;
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&lt;span style=&quot;background-color: white; font-family: sans-serif; line-height: 19px; text-align: -webkit-auto;&quot;&gt;&lt;span style=&quot;font-size: large;&quot;&gt;Some Examples of the Lies against Prophets&lt;/span&gt;&lt;/span&gt;&lt;/h4&gt;
&lt;div&gt;
&lt;span style=&quot;background-color: white; font-family: sans-serif; font-size: 13px; line-height: 19px; text-align: -webkit-auto;&quot;&gt;&lt;b&gt;1. Prophet Yaqub ( Jacob ) can never Lie&lt;/b&gt;&lt;/span&gt;&lt;/div&gt;
&lt;div&gt;
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&lt;span style=&quot;font-family: sans-serif; font-size: x-small;&quot;&gt;&lt;span style=&quot;line-height: 19px;&quot;&gt;In the following reference we see that its told that Prophet Yaqub is lying to his father (Astagfirullah). All Prophets are innocent and they can never lie.&lt;/span&gt;&lt;/span&gt;&lt;/div&gt;
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&lt;span style=&quot;font-family: sans-serif; font-size: x-small;&quot;&gt;&lt;span style=&quot;line-height: 19px;&quot;&gt;When Isaac (pbuh) grew old and his eye sight had&amp;nbsp;weakened, he had a desire for food, so he asked his son Esau to go hunting and bring him some&amp;nbsp;cooked game. Esau asked him to bless the food and pray for him. Esau, a hunter, went out to get&amp;nbsp;his father the meat. Rebekah, overhearing this, ordered her son Jacob to slaughter two goats of&amp;nbsp;his best flock and cook them as his father liked and bring it to him before his brother returned.&lt;/span&gt;&lt;/span&gt;&lt;/div&gt;
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&lt;span style=&quot;font-family: sans-serif; font-size: x-small;&quot;&gt;&lt;span style=&quot;line-height: 19px;&quot;&gt;She dressed Jacob in&lt;b&gt; his brother&#39;s clothes and put goat skin on his arms and neck, for Esau was&lt;/b&gt;&lt;/span&gt;&lt;/span&gt;&lt;/div&gt;
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&lt;span style=&quot;font-family: sans-serif; font-size: x-small;&quot;&gt;&lt;span style=&quot;line-height: 19px;&quot;&gt;&lt;b&gt;hairy while Jacob was not. &lt;/b&gt;When he approached his father with the food, his father asked: &#39;Who&lt;/span&gt;&lt;/span&gt;&lt;/div&gt;
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&lt;span style=&quot;font-family: sans-serif; font-size: x-small;&quot;&gt;&lt;span style=&quot;line-height: 19px;&quot;&gt;are you?&#39; Jacob answered: &#39;I am Esau.&#39; When his father finished eating, he prayed for his son&lt;/span&gt;&lt;/span&gt;&lt;/div&gt;
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&lt;span style=&quot;font-family: sans-serif; font-size: x-small;&quot;&gt;&lt;span style=&quot;line-height: 19px;&quot;&gt;to be the more blessed brother and to prevail over them and all people, and for Allah to sustain&lt;/span&gt;&lt;/span&gt;&lt;/div&gt;
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&lt;span style=&quot;font-family: sans-serif; font-size: x-small;&quot;&gt;&lt;span style=&quot;line-height: 19px;&quot;&gt;him and his children.&lt;/span&gt;&lt;/span&gt;&lt;/div&gt;
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&lt;span style=&quot;font-family: sans-serif; font-size: x-small;&quot;&gt;&lt;span style=&quot;line-height: 19px;&quot;&gt;When he left his father, his brother Esau, who had carried out his father&#39;s command, entered.&lt;/span&gt;&lt;/span&gt;&lt;/div&gt;
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&lt;span style=&quot;font-family: sans-serif; font-size: x-small;&quot;&gt;&lt;span style=&quot;line-height: 19px;&quot;&gt;Isaac asked him: &quot;What is this my son?&quot; He answered: &quot;This is the food you like.&quot; Isaac asked:&lt;/span&gt;&lt;/span&gt;&lt;/div&gt;
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&lt;span style=&quot;font-family: sans-serif; font-size: x-small;&quot;&gt;&lt;span style=&quot;line-height: 19px;&quot;&gt;&quot;Did you bring it an hour ago and ask me to pray for you?&quot; Esau said: &quot;No, I swear I did not,&quot;&lt;/span&gt;&lt;/span&gt;&lt;/div&gt;
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&lt;span style=&quot;font-family: sans-serif; font-size: x-small;&quot;&gt;&lt;span style=&quot;line-height: 19px;&quot;&gt;and he knew his brother had preceded him in this matter and he was sick at heart. (Reference : Page 56, Stories of Prophets by Ibn Kathir . Also in Tareekh e Tibri )&lt;/span&gt;&lt;/span&gt;&lt;/div&gt;
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&lt;span style=&quot;font-family: sans-serif; font-size: x-small;&quot;&gt;&lt;span style=&quot;line-height: 19px;&quot;&gt;The snapshot of Tareek Tabari is given below.&lt;/span&gt;&lt;/span&gt;&lt;/div&gt;
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Astagfirullah al Azeem. A Prophet can never lie and deceive as the above false story tells us&lt;/div&gt;
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&lt;b style=&quot;font-family: sans-serif; font-size: 13px; line-height: 19px;&quot;&gt;2.&lt;/b&gt;&lt;b style=&quot;font-family: sans-serif; line-height: 19px;&quot;&gt; Jacob and Esu fighting in Mother&#39;s womb (Astagfirullah)&lt;/b&gt;&lt;/div&gt;
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&lt;span style=&quot;font-family: sans-serif;&quot;&gt;&lt;span style=&quot;line-height: 19px;&quot;&gt;Here is a snapshot of Page 221 of Tareek e Tibri where its told that Jacob and Esu were fighting in mother&#39;s womb ,Esu threatened to kill mother by hitting the womb and Jacob came out by holding the heel of his brother Esu. Astagfirullah&lt;/span&gt;&lt;/span&gt;&lt;/div&gt;
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&lt;a href=&quot;https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhsD4jUcryjt0QPq9PYdfMkSLOxjTfKl7uGGHE7dlePk2_54hMBcDc0n_wMrrVdwIkduPLf7A8XpA0jMjuohqLJZUi0kEsriOyajITjK5cDwZyP6YQdj4_A38dRjqlT95qE6LS7wLSDwHI/s1600/funny+arguments..heel+snatcher.jpg&quot; imageanchor=&quot;1&quot; style=&quot;margin-left: 1em; margin-right: 1em;&quot;&gt;&lt;img border=&quot;0&quot; src=&quot;https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhsD4jUcryjt0QPq9PYdfMkSLOxjTfKl7uGGHE7dlePk2_54hMBcDc0n_wMrrVdwIkduPLf7A8XpA0jMjuohqLJZUi0kEsriOyajITjK5cDwZyP6YQdj4_A38dRjqlT95qE6LS7wLSDwHI/s320/funny+arguments..heel+snatcher.jpg&quot; height=&quot;193&quot; width=&quot;320&quot; /&gt;&lt;/a&gt;&lt;/div&gt;
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&lt;b style=&quot;font-family: sans-serif; line-height: 19px;&quot;&gt;&amp;nbsp; 3. &amp;nbsp;The Bani Al Asfar myth&lt;/b&gt;&lt;/div&gt;
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&lt;b style=&quot;font-family: sans-serif; line-height: 19px;&quot;&gt;&amp;nbsp;&lt;/b&gt;&lt;span style=&quot;font-family: sans-serif; line-height: 19px;&quot;&gt;Hadith has called the Europeans as Bani Al Asfar which means sons of the Blonde or Yellow.Everyone knows that Arabs looked at Europeans as the people with Blonde hair and that is why they were called the sons of the Blonde.&lt;/span&gt;&lt;/div&gt;
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&lt;span style=&quot;font-family: sans-serif; line-height: 19px;&quot;&gt;But again a lie is told Esu had yellow skin that is why Europeans are known as Bani Al Asfar (Sons of the Yellow or Blonde). Who has ever seen any one in the world with blonde skin colour ?&lt;/span&gt;&lt;/div&gt;
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&lt;span style=&quot;font-family: sans-serif; line-height: 19px;&quot;&gt;Here is the snapshot of the Page 222 of Tareek Tibri about this fake information.&lt;/span&gt;&lt;/div&gt;
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&lt;a href=&quot;https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEizHBk1DPTVX1xnzF_FZ_IJawT3L8WWQ-NfLSreLTAL7BMO8EQMbqt4FSUkg3OYp93EbcJsiCDV1iFTU8wlLYOTbRiHkRiT18yeVHAsEMiAr7c91xSElDLBhzCDKedIw4AV3KDyJYOxpXA/s1600/221+yellow.jpg&quot; imageanchor=&quot;1&quot; style=&quot;margin-left: 1em; margin-right: 1em;&quot;&gt;&lt;img border=&quot;0&quot; src=&quot;https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEizHBk1DPTVX1xnzF_FZ_IJawT3L8WWQ-NfLSreLTAL7BMO8EQMbqt4FSUkg3OYp93EbcJsiCDV1iFTU8wlLYOTbRiHkRiT18yeVHAsEMiAr7c91xSElDLBhzCDKedIw4AV3KDyJYOxpXA/s320/221+yellow.jpg&quot; height=&quot;27&quot; width=&quot;320&quot; /&gt;&lt;/a&gt;&lt;/div&gt;
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&lt;h4&gt;
&lt;span style=&quot;background-color: white; font-family: sans-serif; line-height: 19px; text-align: -webkit-auto;&quot;&gt;&lt;span style=&quot;font-size: large;&quot;&gt;Who first started this fake information?&lt;/span&gt;&lt;/span&gt;&lt;/h4&gt;
&lt;span style=&quot;font-family: sans-serif; line-height: 19px;&quot;&gt;&amp;nbsp;iThe person from the 8th century A.D called&amp;nbsp;&lt;/span&gt;&lt;span style=&quot;line-height: 19px; text-align: -webkit-auto;&quot;&gt;&lt;span style=&quot;font-family: sans-serif;&quot;&gt;Ibn Ishaq (Born&amp;nbsp;&lt;/span&gt;&lt;/span&gt;&lt;span style=&quot;background-color: #f9f9f9; font-family: sans-serif; line-height: 16.883333206176758px; text-align: -webkit-auto;&quot;&gt;85 AH /704 AD, Died in the range&amp;nbsp;&lt;/span&gt;&lt;span style=&quot;background-color: #f9f9f9; font-family: sans-serif; line-height: 16.883333206176758px; text-align: -webkit-auto;&quot;&gt;150–159 &lt;/span&gt;&lt;span style=&quot;background-color: #f9f9f9; font-family: sans-serif; line-height: 16.883333206176758px; text-align: -webkit-auto;&quot;&gt;AH/761–770&lt;/span&gt;&lt;span style=&quot;background-color: #f9f9f9; font-family: sans-serif; line-height: 16.883333206176758px; text-align: -webkit-auto;&quot;&gt;&amp;nbsp;) was the first person to introduce this false statment.&lt;/span&gt;&lt;br /&gt;
&lt;span style=&quot;font-family: sans-serif; line-height: 19px; text-align: -webkit-auto;&quot;&gt;&amp;nbsp;The following are the statements of different scholars about Ibn Ishaq&lt;/span&gt;&lt;br /&gt;
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(1) &#39;He is weak.&#39; - Hafiz al-Dhahabi (see his Mizanul I&#39;tidal, vol.3, pp. 49-50)&lt;/div&gt;
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(2) &#39;He narrates many disowned (munkar ) hadiths.&#39; - Ya&#39;qub ibn Shaybah&lt;/div&gt;
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(3) &#39;He is objectionable.&#39; - Imam Bukhari&lt;/div&gt;
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(4) &#39;He is a liar.&#39; - Abu Zur&#39;ah&lt;/div&gt;
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(5) &#39;I testify that he is a liar.&#39; - Ishaq Kausaj&lt;/div&gt;
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(6) &#39;He narrates hadiths about everything; I have not seen a man bolder than him vis-a-vis God.&#39; - Sauleh Jazrah&lt;/div&gt;
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(7) &#39;By God! He is a liar.&#39; - Ibn Kharash&lt;/div&gt;
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(8) &#39;He is not reliable.&#39; - Imam Nisai&lt;/div&gt;
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Imam Malik on Ibn Ishaq:&lt;/div&gt;
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Imam Malik was not the only contemporary of Ibn Ishaq&#39;s to have problems with him. Despite writing the earliest biography of Prophet Muhammad, Scholars such as al-Nisa&#39;I and Yahya b. Kattan did not view Ibn Ishaq as a reliable or authoritative source of Hadith. (Jones, J.M.B. Ibn Ishak. Vol. IV, in Encyclopaedia of Islam, edited by Ch. Pellat, and J. SchachtV.L.M.B. Lewis. London: Luzac &amp;amp; Co., 1971: pages 810-811)&lt;/div&gt;
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Malik bin Anas Bin Malik bin Abu Amir Al-Asbahi (715-801 C.E.) or Imam Malik-- lived cloest in the time to the life of Prophet Muhammad of all the collectors of the hadith (Bukhari, Muslim, Abu Dawud, etc). He was born more than 80 years after the death of the Prophet. Imam Malik was a complier of a respected hadith collection, called Muwatta. Imam Malik was a hadith scholar. Imam Malik called Ibn Ishaq a liar and an imposter for writing false stories about Prophet Muhammad. Imam Malik has said that Ibn Ishaq &quot;reports traditions on the authority of the Jews&quot;.(Kadhdhab and Dajjal min al-dajajila. Uyun al-athar, I, 16-7)&lt;/div&gt;
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Imam Hanbal and Iand Ahmad on Ibn Ishaq&amp;nbsp;&lt;/div&gt;
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Imam Ahmad Ibn Hanbal was asked about the solitary reports of Ibn Ishaq if they are considered reliable. He said “No!”. See Tahdhib al-Tahdhib, Da’ira Ma’arif Nizamia, Hyderabad, 1326 A.H. vol.9 p.43&amp;nbsp;&lt;/div&gt;
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Because of his tadlīs (unrealible sources) many scholars including Muhammad al-Bukhari hardly ever used his narrations in their sahih books.&lt;/div&gt;
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(A Biography of the Prophet of Islam, By Mahdī Rizq Allāh Aḥmad, Syed Iqbal Zaheer, pg. 18)&amp;nbsp;&lt;/div&gt;
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According to al-Khatib al-Baghdādī, all scholars of ahadith except one no longer rely on any of his narrations, although truth is not foreign to him.&lt;/div&gt;
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(Al-Khatīb al-Baghdādī, Tārīkh Baghdād)&lt;/div&gt;
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Others, like Ahmad ibn Hanbal, rejected his narrations on all matters related to fiqh. Al-Dhahabī concluded that despite his good qualities any narration solely transmitted through him should probably be considered as containing munkar. (Al-Dhahabī, Mīzān al-itidāl fī naqd al-rijāl, at &quot;Muhammad ibn Ishaq)&lt;/div&gt;
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&lt;b&gt;The Western take ref of ibn ishaq&lt;/b&gt;&lt;/div&gt;
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&lt;b&gt;&lt;br /&gt;&lt;/b&gt;&lt;/div&gt;
&lt;span style=&quot;font-family: Georgia, Times New Roman, serif;&quot;&gt;&lt;b&gt;&amp;nbsp;Spencer, Robert: The Truth about Muhammad, Regnery Publishers, 2006&lt;/b&gt;&lt;/span&gt;&lt;span style=&quot;font-family: sans-serif;&quot;&gt;&amp;nbsp;&lt;/span&gt;&lt;br /&gt;
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&amp;nbsp;Out of the 400 footnotes of the enemy of Islam i.e Robert Spencer&#39;s book, 120 footnote refer to fabricated stories from Ibn Ishaq&#39;s book. Because Robert Spencer hates Islam so much that he is willing to present these stories as if they are true, even though he knows that their source is unreliable.&amp;nbsp;&lt;/div&gt;
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&lt;span style=&quot;font-family: sans-serif; line-height: 19px;&quot;&gt;&lt;b&gt;&lt;span style=&quot;font-size: large;&quot;&gt;OPINION OF IBN ABBAS&lt;/span&gt;&lt;/b&gt;&lt;/span&gt;&lt;/div&gt;
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&lt;span class=&quot;size12 Arial12&quot; style=&quot;color: black; font-family: Arial, Helvetica, sans-serif; font-size: 16px; line-height: 18px; min-height: 18px;&quot;&gt;&lt;b style=&quot;line-height: 19px; min-height: 19px;&quot;&gt;Ibn Abbas&lt;/b&gt;&lt;/span&gt;&lt;/div&gt;
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&lt;span class=&quot;size12 Arial12&quot; style=&quot;color: black; font-family: Arial, Helvetica, sans-serif; font-size: 16px; line-height: 18px; min-height: 18px;&quot;&gt;&lt;b style=&quot;line-height: 19px; min-height: 19px;&quot;&gt;&lt;/b&gt;&lt;/span&gt;&lt;/div&gt;
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&lt;span class=&quot;size12 Arial12&quot; style=&quot;color: black; font-family: Arial, Helvetica, sans-serif; font-size: 16px; line-height: 18px; min-height: 18px;&quot;&gt;Ibn Abbas was a companion of the Prophet Muhammad (peace be upon him), an Islamic scholar and a important commentator of the Quran, who&lt;/span&gt;&lt;/div&gt;
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&lt;span class=&quot;size12 Arial12&quot; style=&quot;color: black; font-family: Arial, Helvetica, sans-serif; font-size: 16px; line-height: 18px; min-height: 18px;&quot;&gt;was given a special prayer by the Prophet to teach the Quran. [4] Ibn Abbas, clearly states that the Bible (or the Jewish and Christian scriptures)&lt;/span&gt;&lt;/div&gt;
&lt;div style=&quot;background-color: white; text-align: left;&quot;&gt;
&lt;span class=&quot;size12 Arial12&quot; style=&quot;color: black; font-family: Arial, Helvetica, sans-serif; font-size: 16px; line-height: 18px; min-height: 18px;&quot;&gt;is corrupt:&amp;nbsp;&lt;/span&gt;&lt;/div&gt;
&lt;div style=&quot;background-color: white; text-align: left;&quot;&gt;
&lt;span class=&quot;size12 Arial12&quot; style=&quot;color: black; font-family: Arial, Helvetica, sans-serif; font-size: 16px; line-height: 18px; min-height: 18px;&quot;&gt;&lt;br /&gt;
&lt;/span&gt;&lt;/div&gt;
&lt;div style=&quot;background-color: white; text-align: left;&quot;&gt;
&lt;span class=&quot;size12 Arial12&quot; style=&quot;color: black; font-family: Arial, Helvetica, sans-serif; font-size: 16px; line-height: 18px; min-height: 18px;&quot;&gt;Narrated &#39;Ikrima:Ibn &#39;Abbaas said, &quot;How can you ask the people of the Scriptures about their Books while you have Allah&#39;s Book (the Qur&#39;an) which is the most recent of the Books revealed by Allah, and you read it&amp;nbsp;&lt;/span&gt;&lt;span class=&quot;size12 Arial12&quot; style=&quot;color: black; font-family: Arial, Helvetica, sans-serif; font-size: 16px; line-height: 18px; min-height: 18px;&quot;&gt;&lt;b style=&quot;line-height: 19px; min-height: 19px;&quot;&gt;in its pure undistorted form&lt;/b&gt;&lt;/span&gt;&lt;span class=&quot;size12 Arial12&quot; style=&quot;color: black; font-family: Arial, Helvetica, sans-serif; font-size: 16px; line-height: 18px; min-height: 18px;&quot;&gt;?&quot; (Bukhari Volume 9, Book 93, Number 614)&lt;/span&gt;&lt;/div&gt;
&lt;div style=&quot;background-color: white; text-align: left;&quot;&gt;
&lt;span class=&quot;size12 Arial12&quot; style=&quot;color: black; font-family: Arial, Helvetica, sans-serif; font-size: 16px; line-height: 18px; min-height: 18px;&quot;&gt;&lt;br /&gt;
&lt;/span&gt;&lt;/div&gt;
&lt;div style=&quot;background-color: white; text-align: left;&quot;&gt;
&lt;span class=&quot;size12 Arial12&quot; style=&quot;color: black; font-family: Arial, Helvetica, sans-serif; font-size: 16px; line-height: 18px; min-height: 18px;&quot;&gt;Narrated &#39;Ubaidullah bin &#39;Abdullah: &#39;Abdullah bin &#39;Abbaas said, &quot;O the group of Muslims!&amp;nbsp;&lt;/span&gt;&lt;span class=&quot;size12 Arial12&quot; style=&quot;color: black; font-family: Arial, Helvetica, sans-serif; font-size: 16px; line-height: 18px; min-height: 18px;&quot;&gt;&lt;b style=&quot;line-height: 19px; min-height: 19px;&quot;&gt;How can you ask the people of the Scriptures about anything while your Book&lt;/b&gt;&lt;/span&gt;&lt;span class=&quot;size12 Arial12&quot; style=&quot;color: black; font-family: Arial, Helvetica, sans-serif; font-size: 16px; line-height: 18px; min-height: 18px;&quot;&gt;&amp;nbsp;which Allah has revealed to your Prophet contains the most recent news from Allah and is pure and not distorted?&amp;nbsp;&lt;/span&gt;&lt;span class=&quot;size12 Arial12&quot; style=&quot;color: black; font-family: Arial, Helvetica, sans-serif; font-size: 16px; line-height: 18px; min-height: 18px;&quot;&gt;&lt;b style=&quot;line-height: 19px; min-height: 19px;&quot;&gt;Allah has told you that the people of the Scriptures have changed some of Allah&#39;s Books and distorted it and wrote something with their own hands and said, &#39;This is from Allah, so as to have a minor gain for it.&lt;/b&gt;&lt;/span&gt;&lt;span class=&quot;size12 Arial12&quot; style=&quot;color: black; font-family: Arial, Helvetica, sans-serif; font-size: 16px; line-height: 18px; min-height: 18px;&quot;&gt;&amp;nbsp;Won&#39;t the knowledge that has come to you stop you from asking them? No, by Allah, we have never seen a man from them asking you about that (the Book Al-Qur&#39;an ) which has been revealed to you. (Bukhari Volume 9, Book 93, Number 614)&amp;nbsp;&lt;/span&gt;&lt;/div&gt;
&lt;div style=&quot;background-color: white; text-align: left;&quot;&gt;
&lt;span class=&quot;size12 Arial12&quot; style=&quot;color: black; font-family: Arial, Helvetica, sans-serif; font-size: 16px; line-height: 18px; min-height: 18px;&quot;&gt;&lt;br /&gt;
&lt;/span&gt;&lt;/div&gt;
&lt;div style=&quot;background-color: white; text-align: left;&quot;&gt;
&lt;span class=&quot;size12 Arial12&quot; style=&quot;color: black; font-family: Arial, Helvetica, sans-serif; font-size: 16px; line-height: 18px; min-height: 18px;&quot;&gt;Ibn Abbas position is clear. According to him, the Jews and Christians have corrupted their scriptures.&amp;nbsp;&lt;/span&gt;&lt;/div&gt;
&lt;div style=&quot;background-color: white; text-align: left;&quot;&gt;
&lt;span class=&quot;size12 Arial12&quot; style=&quot;color: black; font-family: Arial, Helvetica, sans-serif; font-size: 16px; line-height: 18px; min-height: 18px;&quot;&gt;&lt;br /&gt;
&lt;/span&gt;&lt;/div&gt;
&lt;div style=&quot;background-color: white; text-align: left;&quot;&gt;
&lt;span class=&quot;size12 Arial12&quot; style=&quot;color: black; font-family: Arial, Helvetica, sans-serif; font-size: 16px; line-height: 18px; min-height: 18px;&quot;&gt;&lt;br /&gt;
&lt;/span&gt;&lt;/div&gt;
&lt;/div&gt;
&lt;div style=&quot;text-align: -webkit-auto;&quot;&gt;
&lt;span style=&quot;font-family: sans-serif; line-height: 19px;&quot;&gt;&lt;b&gt;&lt;span style=&quot;font-size: large;&quot;&gt;CONCLUSION&lt;/span&gt;&lt;/b&gt;&lt;/span&gt;&lt;/div&gt;
&lt;div style=&quot;text-align: -webkit-auto;&quot;&gt;
&lt;span style=&quot;font-family: sans-serif; line-height: 19px;&quot;&gt;&lt;b&gt;&lt;span style=&quot;font-size: large;&quot;&gt;&lt;br /&gt;
&lt;/span&gt;&lt;/b&gt;&lt;/span&gt;&lt;/div&gt;
&lt;div style=&quot;text-align: -webkit-auto;&quot;&gt;
&lt;span style=&quot;font-family: sans-serif;&quot;&gt;&lt;span style=&quot;line-height: 19px;&quot;&gt;Take reference of Quran and authentic ahadith only and do not go for the Jewish and Chrisitan traditions&lt;/span&gt;&lt;/span&gt;&lt;/div&gt;
&lt;div style=&quot;text-align: -webkit-auto;&quot;&gt;
&lt;span style=&quot;font-family: sans-serif; line-height: 19px;&quot;&gt;&lt;br /&gt;
&lt;/span&gt;&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
</content><link rel='replies' type='application/atom+xml' href='http://jonelya.blogspot.com/feeds/5498324207330323006/comments/default' title='Post Comments'/><link rel='replies' type='text/html' href='http://jonelya.blogspot.com/2012/04/prophet-isaac-has-no-son-called-esau.html#comment-form' title='1 Comments'/><link rel='edit' type='application/atom+xml' href='http://www.blogger.com/feeds/7320765894818381501/posts/default/5498324207330323006'/><link rel='self' type='application/atom+xml' href='http://www.blogger.com/feeds/7320765894818381501/posts/default/5498324207330323006'/><link rel='alternate' type='text/html' href='http://jonelya.blogspot.com/2012/04/prophet-isaac-has-no-son-called-esau.html' title='Prophet Isaac has no son called Esau'/><author><name>muhammad</name><uri>http://www.blogger.com/profile/09897152893922145455</uri><email>noreply@blogger.com</email><gd:image rel='http://schemas.google.com/g/2005#thumbnail' width='16' height='16' src='https://img1.blogblog.com/img/b16-rounded.gif'/></author><media:thumbnail xmlns:media="http://search.yahoo.com/mrss/" url="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjXIFYlUOtvTE37ICVBSW2ZLQh28E3RHkMI7l5WGYevBHq5EaImaSdq0lnUuKitDkgVw6GBldMw2PPrh7N2ap-pEElvILfTDMC8SEjjw37jpkZ9A_L8Fdh3lCuelRa6LRo-3jwewz4cFs0/s72-c/lies+lies.jpg" height="72" width="72"/><thr:total>1</thr:total></entry><entry><id>tag:blogger.com,1999:blog-7320765894818381501.post-2487680217623684654</id><published>2012-03-16T00:24:00.000-07:00</published><updated>2012-03-16T00:24:16.499-07:00</updated><category scheme="http://www.blogger.com/atom/ns#" term="mahdi"/><title type='text'>The First Major sign : The sinking of Army of Khorasan that will attack Mahdi</title><content type='html'>&lt;div dir=&quot;ltr&quot; style=&quot;text-align: left;&quot; trbidi=&quot;on&quot;&gt;&lt;br /&gt;
&lt;div class=&quot;MsoNormal&quot; dir=&quot;RTL&quot; style=&quot;direction: rtl; margin-bottom: 0.0001pt; text-align: left; unicode-bidi: embed;&quot;&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &amp;quot;Microsoft Sans Serif&amp;quot;,&amp;quot;sans-serif&amp;quot;; font-size: 14.0pt;&quot;&gt;The Sinking of People from the East&lt;/span&gt;&lt;/div&gt;&lt;div class=&quot;MsoNormal&quot; dir=&quot;RTL&quot; style=&quot;direction: rtl; margin-bottom: 0.0001pt; text-align: right; unicode-bidi: embed;&quot;&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &amp;quot;Microsoft Sans Serif&amp;quot;,&amp;quot;sans-serif&amp;quot;; font-size: 14.0pt;&quot;&gt;حدثنا عبيد الله بن معاذ العنبري حدثنا أبي حدثنا شعبة عن فرات القزاز عن أبي الطفيل عن أبي سريحة حذيفة بن أسيد قال کان النبي صلی الله عليه وسلم في غرفة ونحن أسفل منه فاطلع إلينا فقال ما تذکرون قلنا الساعة قال إن الساعة لا تکون حتی تکون عشر آيات خسف بالمشرق وخسف بالمغرب وخسف في جزيرة العرب والدخان والدجال ودابة الأرض ويأجوج ومأجوج وطلوع الشمس من مغربها ونار تخرج من قعرة عدن ترحل الناس قال شعبة وحدثني عبد العزيز بن رفيع عن أبي الطفيل عن أبي سريحة مثل ذلک لا يذکر النبي صلی الله عليه وسلم و قال أحدهما في العاشرة نزول عيسی ابن مريم صلی الله عليه وسلم و قال الآخر وريح تلقي الناس في البحر.&lt;/span&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &amp;quot;Alvi Nastaleeq&amp;quot;;&quot;&gt; صحیح مسلم&lt;/span&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &amp;quot;Microsoft Sans Serif&amp;quot;,&amp;quot;sans-serif&amp;quot;; font-size: 14.0pt;&quot;&gt;&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;&lt;div class=&quot;MsoNormal&quot; dir=&quot;RTL&quot; style=&quot;direction: rtl; margin-bottom: 0.0001pt; text-align: right; unicode-bidi: embed;&quot;&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &amp;quot;Alvi Nastaleeq&amp;quot;;&quot;&gt;&amp;nbsp; عبیداللہ بن معاذ عنبری ابوشعبہ، ابی طفیل حضرت ابوسریحہ رضی اللہ تعالیٰ عنہ حذیفہ بن اسید سے روایت ہے کہ نبی صلی اللہ علیہ وسلم ایک کمرہ میں تھے اور ہم آپ سے نیچے تھے پس آپ صلی اللہ علیہ وسلم ہماری طرف تشریف لائے تو فرمایا تم کس چیز کا ذکر کر رہے ہو ہم نے عرض کیا قیامت کا آپ صلی اللہ علیہ وسلم نے فرمایا قیامت اس وقت تک نہ آئے گی جب تک دس علامات پوری نہ ہوجائیں گی مشرق میں&lt;span style=&quot;background: yellow; color: green; mso-highlight: yellow;&quot;&gt; دھنس&lt;/span&gt;نا اور مغرب میں&lt;span style=&quot;background: yellow; color: green; mso-highlight: yellow;&quot;&gt; دھنس&lt;/span&gt;نا اور ایک&lt;span style=&quot;background: yellow; color: green; mso-highlight: yellow;&quot;&gt; دھنس&lt;/span&gt;نا جزیرہ العرب میں ہوگا اور دھواں دجال دابة الارض یاجوج ماجوج سورج کا مغرب سے طلوع ہونا اور آگ جو عدن کے کنارے سے نکلے گی جو لوگوں کو ہانک کر لے جائے گی دوسری سند ذکر کی ہے اس میں یہ حدیث اسی طرح مروی ہے لیکن اس میں نبی صلی اللہ علیہ وسلم کا ذکر نہیں اور ان میں سے ایک نے دسویں علامت کے بارے میں کہا کہ وہ عیسیٰ بن مریم کا نزول ہے اور دوسرے نے کہا وہ آندھی ہے جو لوگوں کو سمندر میں ڈال دے گی۔ صحیح مسلم:جلد سوم:حدیث نمبر 2786&amp;nbsp; &amp;nbsp;&amp;nbsp; &amp;nbsp;&amp;nbsp;حدیث متواتر&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;&lt;div class=&quot;MsoNormal&quot; style=&quot;margin-bottom: 0.0001pt;&quot;&gt;Hudhaifa b. Usaid reported: Allah&#39;s Apostle (may peace be upon him) was in an apartment and we were beneath that that he peeped in and said to us: What are you discussing about? We said: We are discussing about the Last Hour. Thereupon he said: The Last Hour would not come until the ten signs appear: land-sliding in the east, and land-sliding in the west, and land-sliding in the peninsula of Arabia, the smoke, the Dajjal, the beast of the earth, Gog and Magog, the rising of the sun from the west and the fire which would emit from the lower part of &#39;Adan. Shu&#39;ba said that &#39;Abd al-&#39;Aziz b. Rufai&#39; reported on the authority of Abu Tufail who reported on the authority of Abu Sariha a hadith like this that Allah&#39;s Apostle (may peace be upon him) did not make a mention of (the tenth sign) but he said that out of the ten one was the descent of Jesus Christ, son of Mary (peace be upon him), and in another version it is the blowing of the violent gale which would drive the people to the ocean.&lt;a href=&quot;file:///F:/latest%20working/swallowed%20by%20Earth/enemies%20of%20Prophet%20Eisa%20alayhay%20salam%20will%20be%20swallowed%20by%20Earth.docx#_ftn1&quot; name=&quot;_ftnref1&quot; title=&quot;&quot;&gt;&lt;span class=&quot;MsoFootnoteReference&quot;&gt;&lt;!--[if !supportFootnotes]--&gt;&lt;span class=&quot;MsoFootnoteReference&quot;&gt;&lt;span style=&quot;font-family: &amp;quot;Calibri&amp;quot;,&amp;quot;sans-serif&amp;quot;; font-size: 11.0pt; line-height: 115%; mso-ansi-language: EN-US; mso-bidi-font-family: Calibri; mso-bidi-language: AR-SA; mso-fareast-font-family: Calibri; mso-fareast-language: EN-US; mso-fareast-theme-font: minor-latin;&quot;&gt;[1]&lt;/span&gt;&lt;/span&gt;&lt;!--[endif]--&gt;&lt;/span&gt;&lt;/a&gt;&lt;o:p&gt;&lt;/o:p&gt;&lt;/div&gt;&lt;div class=&quot;MsoNormal&quot;&gt;&lt;br /&gt;
&lt;/div&gt;&lt;div class=&quot;MsoNormal&quot;&gt;We should know that many authentic ahadith tells that Prophet Eisa Alayhay salam will come after the appearance of Dajjal so the chain of events of the end time are in this order.&lt;/div&gt;&lt;div class=&quot;MsoListParagraphCxSpFirst&quot; style=&quot;mso-list: l0 level1 lfo1; text-indent: -.25in;&quot;&gt;&lt;!--[if !supportLists]--&gt;&lt;b&gt;1.&lt;span style=&quot;font-size: 7pt; font-weight: normal;&quot;&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/b&gt;&lt;!--[endif]--&gt;&lt;b&gt;Land-sliding in the east.&lt;o:p&gt;&lt;/o:p&gt;&lt;/b&gt;&lt;/div&gt;&lt;div class=&quot;MsoListParagraphCxSpMiddle&quot; style=&quot;mso-list: l0 level1 lfo1; text-indent: -.25in;&quot;&gt;&lt;!--[if !supportLists]--&gt;&lt;b&gt;2.&lt;span style=&quot;font-size: 7pt; font-weight: normal;&quot;&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/b&gt;&lt;!--[endif]--&gt;&lt;b&gt;Land-sliding in the west&lt;o:p&gt;&lt;/o:p&gt;&lt;/b&gt;&lt;/div&gt;&lt;div class=&quot;MsoListParagraphCxSpMiddle&quot; style=&quot;mso-list: l0 level1 lfo1; text-indent: -.25in;&quot;&gt;&lt;!--[if !supportLists]--&gt;&lt;b&gt;3.&lt;span style=&quot;font-size: 7pt; font-weight: normal;&quot;&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/b&gt;&lt;!--[endif]--&gt;&lt;b&gt;Land-sliding in the peninsula of Arabia&lt;o:p&gt;&lt;/o:p&gt;&lt;/b&gt;&lt;/div&gt;&lt;div class=&quot;MsoListParagraphCxSpMiddle&quot; style=&quot;mso-list: l0 level1 lfo1; text-indent: -.25in;&quot;&gt;&lt;!--[if !supportLists]--&gt;&lt;b&gt;4.&lt;span style=&quot;font-size: 7pt; font-weight: normal;&quot;&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/b&gt;&lt;!--[endif]--&gt;&lt;b&gt;The smoke&lt;o:p&gt;&lt;/o:p&gt;&lt;/b&gt;&lt;/div&gt;&lt;div class=&quot;MsoListParagraphCxSpMiddle&quot; style=&quot;mso-list: l0 level1 lfo1; text-indent: -.25in;&quot;&gt;&lt;!--[if !supportLists]--&gt;&lt;b&gt;5.&lt;span style=&quot;font-size: 7pt; font-weight: normal;&quot;&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/b&gt;&lt;!--[endif]--&gt;&lt;b&gt;The coming Prophet Eisa alayhay salam&lt;o:p&gt;&lt;/o:p&gt;&lt;/b&gt;&lt;/div&gt;&lt;div class=&quot;MsoListParagraphCxSpMiddle&quot; style=&quot;mso-list: l0 level1 lfo1; text-indent: -.25in;&quot;&gt;&lt;!--[if !supportLists]--&gt;&lt;b&gt;6.&lt;span style=&quot;font-size: 7pt; font-weight: normal;&quot;&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/b&gt;&lt;!--[endif]--&gt;&lt;b&gt;The Dajjal&lt;o:p&gt;&lt;/o:p&gt;&lt;/b&gt;&lt;/div&gt;&lt;div class=&quot;MsoListParagraphCxSpMiddle&quot; style=&quot;mso-list: l0 level1 lfo1; text-indent: -.25in;&quot;&gt;&lt;!--[if !supportLists]--&gt;&lt;b&gt;7.&lt;span style=&quot;font-size: 7pt; font-weight: normal;&quot;&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/b&gt;&lt;!--[endif]--&gt;&lt;b&gt;Gog and Magog&lt;o:p&gt;&lt;/o:p&gt;&lt;/b&gt;&lt;/div&gt;&lt;div class=&quot;MsoListParagraphCxSpMiddle&quot; style=&quot;mso-list: l0 level1 lfo1; text-indent: -.25in;&quot;&gt;&lt;!--[if !supportLists]--&gt;&lt;b&gt;8.&lt;span style=&quot;font-size: 7pt; font-weight: normal;&quot;&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/b&gt;&lt;!--[endif]--&gt;&lt;b&gt;The beast of the earth&lt;o:p&gt;&lt;/o:p&gt;&lt;/b&gt;&lt;/div&gt;&lt;div class=&quot;MsoListParagraphCxSpMiddle&quot; style=&quot;mso-list: l0 level1 lfo1; text-indent: -.25in;&quot;&gt;&lt;!--[if !supportLists]--&gt;&lt;b&gt;9.&lt;span style=&quot;font-size: 7pt; font-weight: normal;&quot;&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/b&gt;&lt;!--[endif]--&gt;&lt;b&gt;The rising of the sun from the west&lt;o:p&gt;&lt;/o:p&gt;&lt;/b&gt;&lt;/div&gt;&lt;div class=&quot;MsoListParagraphCxSpLast&quot; style=&quot;mso-list: l0 level1 lfo1; text-indent: -.25in;&quot;&gt;&lt;!--[if !supportLists]--&gt;&lt;b&gt;10.&lt;span style=&quot;font-size: 7pt; font-weight: normal;&quot;&gt;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/b&gt;&lt;!--[endif]--&gt;&lt;b&gt;The fire which would emit from the lower part of &#39;Adan&lt;o:p&gt;&lt;/o:p&gt;&lt;/b&gt;&lt;/div&gt;&lt;div class=&quot;MsoNormal&quot;&gt;&lt;br /&gt;
&lt;/div&gt;&lt;h1&gt;What is meant by the Land-sliding?&lt;/h1&gt;&lt;div class=&quot;MsoNormal&quot;&gt;The following hadith about the Land-sliding in Arabian Peninsula will clear the meaning.&lt;/div&gt;&lt;div class=&quot;MsoNormal&quot; dir=&quot;RTL&quot; style=&quot;direction: rtl; margin-bottom: 0.0001pt; text-align: right; unicode-bidi: embed;&quot;&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &amp;quot;Microsoft Sans Serif&amp;quot;,&amp;quot;sans-serif&amp;quot;; font-size: 14.0pt;&quot;&gt;حدثني محمد بن حاتم بن ميمون حدثنا الوليد بن صالح حدثنا عبيد الله بن عمرو حدثنا زيد بن أبي أنيسة عن عبد الملک العامري عن يوسف بن ماهک أخبرني عبد الله بن صفوان عن أم المؤمنين أن رسول الله صلی الله عليه وسلم قال سيعوذ بهذا البيت يعني الکعبة قوم ليست لهم منعة ولا عدد ولا عدة يبعث إليهم جيش حتی إذا کانوا ببيدا من الأرض خسف بهم قال يوسف وأهل الشأم يومذ يسيرون إلی مکة فقال عبد الله بن صفوان أما والله ما هو بهذا الجيش قال زيد وحدثني عبد الملک العامري عن عبد الرحمن بن سابط عن الحارث بن أبي ربيعة عن أم المؤمنين بمثل حديث يوسف بن ماهک غير أنه لم يذکر فيه الجيش الذي ذکره عبد الله بن صفوان&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;&lt;div class=&quot;MsoNormal&quot; dir=&quot;RTL&quot; style=&quot;direction: rtl; margin-bottom: 0.0001pt; text-align: right; unicode-bidi: embed;&quot;&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &amp;quot;Alvi Nastaleeq&amp;quot;;&quot;&gt;صحیح مسلم:جلد سوم:حدیث نمبر 2743&amp;nbsp; &amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &amp;nbsp;&amp;nbsp;حدیث مرفوع &amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &amp;nbsp;&amp;nbsp;مکررات 5 متفق علیہ 2&amp;nbsp; &lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;&lt;div class=&quot;MsoNormal&quot; dir=&quot;RTL&quot; style=&quot;direction: rtl; margin-bottom: 0.0001pt; text-align: right; unicode-bidi: embed;&quot;&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &amp;quot;Alvi Nastaleeq&amp;quot;;&quot;&gt;&amp;nbsp;محمد بن حاتم، ابن میمون، ولید بن صالح، عبیداللہ بن عمرو، زید بن ابی انیسہ، عبدالملک عامری، یوسف بن ماہک، عبداللہ بن صفوان، سیدہ ام المومنین سے روایت ہے کہ رسول اللہ صلی اللہ علیہ وسلم نے فرمایا عنقریب ایک قوم اس گھر یعنی خانہ کعبہ کی پناہ لے گی جن کے پاس کوئی رکاوٹ نہ ہوگی نہ آدمیوں کی تعداد ہوگی اور نہ ہی سامان ہوگا ان کی طرف ایک لشکر بھیجا جائے گا جب وہ زمین کے ایک ہموار میدان میں ہوں گے تو انہیں&lt;span style=&quot;background: yellow; color: green; mso-highlight: yellow;&quot;&gt; دھنس&lt;/span&gt;ا دیا جائے گا یوسف نے کہا شام والے ان دنوں مکہ والوں سے لڑنے کے لئے روانہ ہو چکے تھے عبداللہ بن صفوان نے کہا اللہ کی قسم وہ لشکر یہ نہیں۔&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;&lt;div class=&quot;MsoNormal&quot; style=&quot;margin-bottom: 0.0001pt;&quot;&gt;Abdullah b. Safwan reported the Mother of the Faithful as saying that Allah&#39;s Messenger (may peace be upon him) said: They would soon seek protection in this House, viz. Ka&#39;ba (the defenceless), people who would have nothing to protect themselves in the shape of weapons or the strength of the people. An army would be sent to fight (and kill) them and &lt;b&gt;&lt;u&gt;when they would enter a plain ground the army would be sunk in it&lt;/u&gt;&lt;/b&gt;. Yusuf (one of the narrators) said: It was a people of Syria (hordes of Hajjaj) who had been on that day coming towards Mecca for an attack (on &#39;Abdulllah b. Zubair) and Abdullah b. Safwan said: By God, it does not imply this army.&lt;o:p&gt;&lt;/o:p&gt;&lt;/div&gt;&lt;div class=&quot;MsoNormal&quot; style=&quot;margin-bottom: 0.0001pt;&quot;&gt;&lt;br /&gt;
&lt;/div&gt;&lt;div class=&quot;MsoNormal&quot; style=&quot;margin-bottom: 0.0001pt;&quot;&gt;And also the following hadith&lt;o:p&gt;&lt;/o:p&gt;&lt;/div&gt;&lt;div class=&quot;MsoNormal&quot; dir=&quot;RTL&quot; style=&quot;direction: rtl; margin-bottom: 0.0001pt; text-align: right; unicode-bidi: embed;&quot;&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &amp;quot;Microsoft Sans Serif&amp;quot;,&amp;quot;sans-serif&amp;quot;; font-size: 14.0pt;&quot;&gt;حدثنا محمد بن المثنی حدثنا معاذ بن هشام حدثني أبي عن قتادة عن صالح أبي الخليل عن صاحب له عن أم سلمة زوج النبي صلی الله عليه وسلم عن النبي صلی الله عليه وسلم قال يکون اختلاف عند موت خليفة فيخرج رجل من أهل المدينة هاربا إلی مکة فيأتيه ناس من أهل مکة فيخرجونه وهو کاره فيبايعونه بين الرکن والمقام ويبعث إليه بعث من أهل الشام فيخسف بهم بالبيدا بين مکة والمدينة فإذا رأی الناس ذلک أتاه أبدال الشام وعصاب أهل العراق فيبايعونه بين الرکن والمقام ثم ينشأ رجل من قريش أخواله کلب فيبعث إليهم بعثا فيظهرون عليهم وذلک بعث کلب والخيبة لمن لم يشهد غنيمة کلب فيقسم المال ويعمل في الناس بسنة نبيهم صلی الله عليه وسلم ويلقي الإسلام بجرانه في الأرض فيلبث سبع سنين ثم يتوفی ويصلي عليه المسلمون قال أبو داود قال بعضهم عن هشام تسع سنين و قال بعضهم سبع سنين.&lt;/span&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &amp;quot;Alvi Nastaleeq&amp;quot;;&quot;&gt; سنن ابوداؤد&lt;/span&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &amp;quot;Microsoft Sans Serif&amp;quot;,&amp;quot;sans-serif&amp;quot;; font-size: 14.0pt;&quot;&gt;&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;&lt;div class=&quot;MsoNormal&quot; dir=&quot;RTL&quot; style=&quot;direction: rtl; margin-bottom: 0.0001pt; text-align: right; unicode-bidi: embed;&quot;&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &amp;quot;Alvi Nastaleeq&amp;quot;;&quot;&gt;سنن ابوداؤد:جلد سوم:حدیث نمبر 893&amp;nbsp; &amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &amp;nbsp;&amp;nbsp;حدیث مرفوع &amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &amp;nbsp;&amp;nbsp;مکررات 9 &lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;&lt;div class=&quot;MsoNormal&quot; dir=&quot;RTL&quot; style=&quot;direction: rtl; margin-bottom: 0.0001pt; text-align: right; unicode-bidi: embed;&quot;&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &amp;quot;Alvi Nastaleeq&amp;quot;;&quot;&gt;&amp;nbsp;محمد بن مثنی، معاذ بن ہشام، ابوقتادہ، صالح ابوخلیل صاحب، حضرت ام المومنین ام سلمہ رضی اللہ تعالیٰ عنہ زوجہ رسول اللہ صلی اللہ علیہ وآلہ وسلم سے روایت ہے کہ نبی کریم صلی اللہ علیہ وآلہ وسلم نے فرمایا کہ ایک خلیفہ کی موت کے وقت لوگوں میں (اگلاخلیفہ منتخب کرنے میں) اختلاف ہوجائے گا اس دوران ایک آدمی مدینہ سے نکل کر مکہ کی طرف بھاگے گا لوگ اسے خلافت کے لیے نکالیں گے لیکن وہ اسے ناپسند کرتے ہوں گے پھر لوگ ان کے ہاتھ پر حجر اسود اور مقام ابراہیم کے درمیان بیعت کریں گے پھر وہ ایک لشکر شام سے بھیجیں گے تو وہ لشکر، ، بیدائ، ، کے مقام پر زمین میں&lt;span style=&quot;background: yellow; color: green; mso-highlight: yellow;&quot;&gt; دھنس&lt;/span&gt; جائے گا جو مکہ اور مدینہ کے درمیان ایک جگہ ہے جب لوگ اس لشکر کو دیکھیں گے تو اہل شام کے ابدال اور اہل عراق کی جماعتیں ان کے پاس آئیں گی ان سے بیعت کریں گی پھر ایک آدمی اٹھے گا قریش میں سے جس کی ننھیال بنی کلب میں ہوگی وہ ان کی طرف ایک لشکر بھیجے گا تو وہ اس لشکر پر غلبہ حاصل کرلیں گے اور وہ بنوکلب کا لشکر ہوگا اور ناکامی ہو اس شخص کے لیے جو بنوکلب کے اموال غنیمت کی تقسیم کے موقع پر حاضر نہ ہو، مہدی مال غنیمت تقسیم کریں گے اور لوگوں میں انکے نبی کی سنت کو جاری کریں گے اور اسلام پر اپنی گردن زمین پر ڈال دے گا (سارے کرہ ارض پر اسلام پھیل جائے گا) پھر اس کے بعد سات سال تک وہ زندہ رہیں گے پھر ان کا انتقال ہوجائے گا اور مسلمان انکی نماز جنازہ پڑھیں گے امام ابوداؤد فرماتے ہیں کہ بعض ہشام کے حوالہ سے یہ کہا کہ وہ نوسال تک زندہ رہیں گے جبکہ بعض نے کہا کہ سات سال تک رہیں گے۔ سنن ابوداؤد:جلد سوم:حدیث نمبر 893&amp;nbsp; &lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;&lt;div class=&quot;MsoNormal&quot; style=&quot;margin-bottom: 0.0001pt;&quot;&gt;Narrated Umm Salamah, Ummul Mu&#39;minin: &lt;o:p&gt;&lt;/o:p&gt;&lt;/div&gt;&lt;div class=&quot;MsoNormal&quot; style=&quot;margin-bottom: 0.0001pt;&quot;&gt;The Prophet (peace_be_upon_him) said: Disagreement will occur at the death of a caliph and a man of the people of Medina will come flying forth to Mecca. Some of the people of Mecca will come to him, bring him out against his will and swear allegiance to him between the Corner and the Maqam. An expeditionary force will then be sent against him from Syria but will be swallowed up in the desert between Mecca and Medina. When the people see that, the eminent saints of Syria and the best people of Iraq will come to him and swear allegiance to him between the Corner and the Maqam. &lt;o:p&gt;&lt;/o:p&gt;&lt;/div&gt;&lt;div class=&quot;MsoNormal&quot; style=&quot;margin-bottom: 0.0001pt;&quot;&gt;Then there will arise a man of Quraysh whose maternal uncles belong to Kalb and send against them an expeditionary force which will be overcome by them, and that is the expedition of Kalb. Disappointed will be the one who does not receive the booty of Kalb. He will divide the property, and will govern the people by the Sunnah of their Prophet (peace_be_upon_him) and establish Islam on Earth. He will remain seven years, then die, and the Muslims will pray over him.&lt;a href=&quot;file:///F:/latest%20working/swallowed%20by%20Earth/enemies%20of%20Prophet%20Eisa%20alayhay%20salam%20will%20be%20swallowed%20by%20Earth.docx#_ftn2&quot; name=&quot;_ftnref2&quot; title=&quot;&quot;&gt;&lt;span class=&quot;MsoFootnoteReference&quot;&gt;&lt;!--[if !supportFootnotes]--&gt;&lt;span class=&quot;MsoFootnoteReference&quot;&gt;&lt;span style=&quot;font-family: &amp;quot;Calibri&amp;quot;,&amp;quot;sans-serif&amp;quot;; font-size: 11.0pt; line-height: 115%; mso-ansi-language: EN-US; mso-bidi-font-family: Calibri; mso-bidi-language: AR-SA; mso-fareast-font-family: Calibri; mso-fareast-language: EN-US; mso-fareast-theme-font: minor-latin;&quot;&gt;[2]&lt;/span&gt;&lt;/span&gt;&lt;!--[endif]--&gt;&lt;/span&gt;&lt;/a&gt;&lt;o:p&gt;&lt;/o:p&gt;&lt;/div&gt;&lt;div class=&quot;MsoNormal&quot; style=&quot;margin-bottom: 0.0001pt;&quot;&gt;&lt;br /&gt;
&lt;/div&gt;&lt;div class=&quot;MsoNormal&quot;&gt;&lt;b&gt;So it means that some of the Armies who will try to attack Imam Mahdi, Allah will sink them in the ground.&lt;o:p&gt;&lt;/o:p&gt;&lt;/b&gt;&lt;/div&gt;&lt;div class=&quot;MsoNormal&quot;&gt;We also know that Army of Mahdi will come from the East as the following hadith tells us.&lt;/div&gt;&lt;div align=&quot;right&quot; class=&quot;MsoNormal&quot; style=&quot;text-align: right;&quot;&gt;&lt;span dir=&quot;RTL&quot; lang=&quot;AR-SA&quot; style=&quot;font-family: &amp;quot;Microsoft Uighur&amp;quot;; font-size: 15.0pt; line-height: 115%;&quot;&gt;حدثنا محمد بن يحيى وأحمد بن يوسف، قالا: حدثنا عبد الرزاق عن سفيان الثوري، عن خالد الحذاء، عن أبي قلابة، عن أبي أسماء الرحبي، عن ثوبان؛ قال: قال رسول الله صلى الله عليه وسلم:((يقتيل عند كنزكم ثلاثة كلهم ابن خليفة. ثم لا يصير إلى واحد منهم. ثم نطلع الرايات السود من قبل المشرق. فيقتلونكم قتلا لم يقتله قوم)).ثم ذكر شيئا لا أحفظه. فقال ((فإذا رأيتموه فبايعوه ولو حبوا على الثلج. فإنه خليفة الله، المهدي)).في الزوائد: هذا إسناده صحيح. رجاله ثقات. ورواه الحاكم في المستدرك، وقال. صحيح على شرط الشيخين&lt;span style=&quot;color: blue;&quot;&gt;&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/span&gt;&lt;/div&gt;&lt;div align=&quot;right&quot; class=&quot;MsoNormal&quot; style=&quot;text-align: right;&quot;&gt;&lt;span dir=&quot;RTL&quot; lang=&quot;AR-SA&quot; style=&quot;font-family: &amp;quot;Microsoft Uighur&amp;quot;; font-size: 15.0pt; line-height: 115%;&quot;&gt;ترجمۃ۔ حضرت ثوبان سے روایت ھے رسول اللہ صلی اللہ علیہ و سلم نے فرمایا کہ تمھارے ایک خزانے کی خاطر تین شخص قتال کریں گے( اورمارے جائیں گے) تینوں آدمی حکمران کے بیٹے ھوں گے لیکن وہ خزانہ ان میں سے کسی کو نہیں ملے گا پھر مشرق کی جانب سے کالے جھنڈے نمودار ھوں گے وہ تم کو ایسا قتل کریں گے کہ یس سے قبل کسی نے ایسا قتل نہیں کیا ھوگا۔اس کے بعد رسول اللہ صلی اللہ علیہ و سلم نے کچھ باتیں ذکر فرمائں جو مجھے یاد نہیں پھر فرمایا ک جب تم ان کو دیکھو تو ان سے بیعت کر لو چاھے تمھیں گھٹنوں کے بل برف کے اوپر گھسٹ کر جانا پڑے کیونکہ وہ اللہ کے خلیفہ مہدی ھوں گے (&lt;span style=&quot;color: blue;&quot;&gt;۔ حاکم مستد ر ک&lt;/span&gt;)&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;&lt;div class=&quot;MsoNormal&quot;&gt;&lt;span style=&quot;font-family: &amp;quot;Agency FB&amp;quot;,&amp;quot;sans-serif&amp;quot;; font-size: 12.0pt; line-height: 115%;&quot;&gt;Thawban (R.A) reported that Dear Propet(salallaho alayhay wa sallam) said, “ Three people will fight for your treasure (and get killed).All three of them will be sons of a Ruler but none of them will get the treasure. Then Black Flags will appear from the East &amp;amp; will kill you as no one (in History) has killed you before. Then Dear Prophet(salallaho alayhay wa alay hesallam) said soemthing that I didn’t remember.Then again Dear Prophet(salallaho alayhay wa alay he sallam) said if you see him then give him your allegiance, even if you have to crawl over ice, because he is the Khalifah of Allah, the Mahdi(The hadith is Saheeh(Most Authentic) according to the standards of Saheeh Bokhari &amp;amp; Saheeh Muslim).&lt;a href=&quot;file:///F:/latest%20working/swallowed%20by%20Earth/enemies%20of%20Prophet%20Eisa%20alayhay%20salam%20will%20be%20swallowed%20by%20Earth.docx#_ftn3&quot; name=&quot;_ftnref3&quot; title=&quot;&quot;&gt;&lt;span class=&quot;MsoFootnoteReference&quot;&gt;&lt;!--[if !supportFootnotes]--&gt;&lt;span class=&quot;MsoFootnoteReference&quot;&gt;&lt;span style=&quot;font-size: 12pt; line-height: 115%;&quot;&gt;[3]&lt;/span&gt;&lt;/span&gt;&lt;!--[endif]--&gt;&lt;/span&gt;&lt;/a&gt;&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;&lt;div class=&quot;MsoNormal&quot;&gt;The word East in the above Ahadith means Khorasan(The land of the rising sun) as the following hadith proves. &lt;/div&gt;&lt;div class=&quot;MsoNormal&quot;&gt;&lt;br /&gt;
&lt;/div&gt;&lt;div align=&quot;center&quot; class=&quot;MsoNormal&quot; style=&quot;text-align: center;&quot;&gt;&lt;span dir=&quot;RTL&quot; lang=&quot;AR-SA&quot; style=&quot;font-family: &amp;quot;Microsoft Uighur&amp;quot;; font-size: 15.0pt; line-height: 115%;&quot;&gt;عن ثوبان قال قال رسول اللہ صلی اللہ علیہ وآلہ وسلم &quot;اذارایتم الرایات السودقداقبلت من خراسان فاتوھا ولو حبوا علی الثلج فان فیھا خلیفة اللہ المھدی&quot; (مسنداحمد&lt;/span&gt;&lt;span dir=&quot;RTL&quot; lang=&quot;FA&quot; style=&quot;font-family: &amp;quot;Microsoft Uighur&amp;quot;; font-size: 15.0pt; line-height: 115%; mso-bidi-language: FA;&quot;&gt;۵:۲۷۷)&lt;/span&gt;&lt;span dir=&quot;RTL&quot; lang=&quot;AR-SA&quot; style=&quot;font-family: &amp;quot;Microsoft Uighur&amp;quot;; font-size: 15.0pt; line-height: 115%;&quot;&gt;&lt;br /&gt;
احمدنے اپنی مسندمیں ثوبان سے روایت کیا ہے کہ پیغمبراکرم نے فرمایا:۔جب دیکھوکہ سیاہ جھنڈے خراسان کی طرف سے آرہے ہیں توان کے پاس آوچا ہے برف پرہی گھسٹ کرہی نہ آنا پڑے اس لئے کہ ان میں اللہ کا خلیفہ مہدی ہوگا(مسنداحمد&lt;/span&gt;&lt;span dir=&quot;RTL&quot; lang=&quot;FA&quot; style=&quot;font-family: &amp;quot;Microsoft Uighur&amp;quot;; font-size: 15.0pt; line-height: 115%; mso-bidi-language: FA;&quot;&gt;۵:۲۷۷)&lt;/span&gt;&lt;span style=&quot;font-family: &amp;quot;Microsoft Uighur&amp;quot;; font-size: 15.0pt; line-height: 115%;&quot;&gt;&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;&lt;div class=&quot;MsoNormal&quot;&gt;&lt;span style=&quot;font-family: &amp;quot;Agency FB&amp;quot;,&amp;quot;sans-serif&amp;quot;; font-size: 12.0pt; line-height: 115%;&quot;&gt;Dear Prophet Muhammad(salallaho alayhay wa alay he wa&amp;nbsp; sallam) said that”When you hear the&amp;nbsp;&amp;nbsp; news of Black Flags coming from the Khorasan, then, you must join them even if you have to crawl over ice(to reach them).&lt;a href=&quot;file:///F:/latest%20working/swallowed%20by%20Earth/enemies%20of%20Prophet%20Eisa%20alayhay%20salam%20will%20be%20swallowed%20by%20Earth.docx#_ftn4&quot; name=&quot;_ftnref4&quot; title=&quot;&quot;&gt;&lt;span class=&quot;MsoFootnoteReference&quot;&gt;&lt;!--[if !supportFootnotes]--&gt;&lt;span class=&quot;MsoFootnoteReference&quot;&gt;&lt;span style=&quot;font-size: 12pt; line-height: 115%;&quot;&gt;[4]&lt;/span&gt;&lt;/span&gt;&lt;!--[endif]--&gt;&lt;/span&gt;&lt;/a&gt; &lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;&lt;div class=&quot;MsoNormal&quot;&gt;So it means that 3 of the &amp;nbsp;armies that will attack Imam Mahdi in the East will be sunk in Earth by Allah subhanahu wa ta ala. The first army that will be sunk in earth will be from the East or Khorasan.&lt;/div&gt;&lt;div align=&quot;center&quot; class=&quot;MsoNormal&quot; style=&quot;text-align: center;&quot;&gt;&lt;b&gt;THIS SINKING OF AN ARMY IN EARTH IN KHORASAN WILL BE FIRST SIGN OF COMING OF MAHDI&lt;o:p&gt;&lt;/o:p&gt;&lt;/b&gt;&lt;/div&gt;&lt;div class=&quot;MsoNormal&quot;&gt;&lt;br /&gt;
&lt;/div&gt;&lt;div&gt;&lt;!--[if !supportFootnotes]--&gt;&lt;br clear=&quot;all&quot; /&gt;  &lt;hr align=&quot;left&quot; size=&quot;1&quot; width=&quot;33%&quot; /&gt;  &lt;!--[endif]--&gt;  &lt;div id=&quot;ftn1&quot;&gt;  &lt;div class=&quot;MsoNormal&quot; style=&quot;margin-bottom: 0.0001pt;&quot;&gt;&lt;a href=&quot;file:///F:/latest%20working/swallowed%20by%20Earth/enemies%20of%20Prophet%20Eisa%20alayhay%20salam%20will%20be%20swallowed%20by%20Earth.docx#_ftnref1&quot; name=&quot;_ftn1&quot; title=&quot;&quot;&gt;&lt;span class=&quot;MsoFootnoteReference&quot;&gt;&lt;!--[if !supportFootnotes]--&gt;&lt;span class=&quot;MsoFootnoteReference&quot;&gt;&lt;span style=&quot;font-family: &amp;quot;Calibri&amp;quot;,&amp;quot;sans-serif&amp;quot;; font-size: 11.0pt; line-height: 115%; mso-ansi-language: EN-US; mso-ascii-theme-font: minor-latin; mso-bidi-font-family: &amp;quot;Times New Roman&amp;quot;; mso-bidi-language: AR-SA; mso-bidi-theme-font: minor-bidi; mso-fareast-font-family: Calibri; mso-fareast-language: EN-US; mso-fareast-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;&quot;&gt;[1]&lt;/span&gt;&lt;/span&gt;&lt;!--[endif]--&gt;&lt;/span&gt;&lt;/a&gt; Sahih Musilm,Vol 3,Hadith 2786&lt;o:p&gt;&lt;/o:p&gt;&lt;/div&gt;&lt;/div&gt;&lt;div id=&quot;ftn2&quot;&gt;  &lt;div class=&quot;MsoFootnoteText&quot; style=&quot;margin-left: 0in;&quot;&gt;&lt;a href=&quot;file:///F:/latest%20working/swallowed%20by%20Earth/enemies%20of%20Prophet%20Eisa%20alayhay%20salam%20will%20be%20swallowed%20by%20Earth.docx#_ftnref2&quot; name=&quot;_ftn2&quot; title=&quot;&quot;&gt;&lt;span class=&quot;MsoFootnoteReference&quot;&gt;&lt;!--[if !supportFootnotes]--&gt;&lt;span class=&quot;MsoFootnoteReference&quot;&gt;&lt;span style=&quot;font-family: &amp;quot;Garamond&amp;quot;,&amp;quot;serif&amp;quot;; font-size: 10.0pt; line-height: 115%; mso-ansi-language: EN-US; mso-bidi-font-family: Arial; mso-bidi-language: AR-SA; mso-fareast-font-family: &amp;quot;Times New Roman&amp;quot;; mso-fareast-language: EN-US;&quot;&gt;[2]&lt;/span&gt;&lt;/span&gt;&lt;!--[endif]--&gt;&lt;/span&gt;&lt;/a&gt; &lt;span style=&quot;font-family: &amp;quot;Calibri&amp;quot;,&amp;quot;sans-serif&amp;quot;; mso-bidi-font-family: Calibri;&quot;&gt;Sunan Abu Dawud,Vol 3,Hadith 893&lt;/span&gt;&lt;/div&gt;&lt;/div&gt;&lt;div id=&quot;ftn3&quot;&gt;  &lt;div class=&quot;MsoFootnoteText&quot; style=&quot;margin-left: 0in;&quot;&gt;&lt;a href=&quot;file:///F:/latest%20working/swallowed%20by%20Earth/enemies%20of%20Prophet%20Eisa%20alayhay%20salam%20will%20be%20swallowed%20by%20Earth.docx#_ftnref3&quot; name=&quot;_ftn3&quot; title=&quot;&quot;&gt;&lt;span class=&quot;MsoFootnoteReference&quot;&gt;&lt;!--[if !supportFootnotes]--&gt;&lt;span class=&quot;MsoFootnoteReference&quot;&gt;&lt;span style=&quot;font-family: &amp;quot;Garamond&amp;quot;,&amp;quot;serif&amp;quot;; font-size: 10.0pt; line-height: 115%; mso-ansi-language: EN-US; mso-bidi-font-family: Arial; mso-bidi-language: AR-SA; mso-fareast-font-family: &amp;quot;Times New Roman&amp;quot;; mso-fareast-language: EN-US;&quot;&gt;[3]&lt;/span&gt;&lt;/span&gt;&lt;!--[endif]--&gt;&lt;/span&gt;&lt;/a&gt; Hakim Mustadrak in the Kitab-al-fitan Hadith 8432&lt;/div&gt;&lt;/div&gt;&lt;div id=&quot;ftn4&quot;&gt;  &lt;div class=&quot;MsoFootnoteText&quot; style=&quot;margin-left: 0in;&quot;&gt;&lt;a href=&quot;file:///F:/latest%20working/swallowed%20by%20Earth/enemies%20of%20Prophet%20Eisa%20alayhay%20salam%20will%20be%20swallowed%20by%20Earth.docx#_ftnref4&quot; name=&quot;_ftn4&quot; title=&quot;&quot;&gt;&lt;span class=&quot;MsoFootnoteReference&quot;&gt;&lt;!--[if !supportFootnotes]--&gt;&lt;span class=&quot;MsoFootnoteReference&quot;&gt;&lt;span style=&quot;font-family: &amp;quot;Garamond&amp;quot;,&amp;quot;serif&amp;quot;; font-size: 10.0pt; line-height: 115%; mso-ansi-language: EN-US; mso-bidi-font-family: Arial; mso-bidi-language: AR-SA; mso-fareast-font-family: &amp;quot;Times New Roman&amp;quot;; mso-fareast-language: EN-US;&quot;&gt;[4]&lt;/span&gt;&lt;/span&gt;&lt;!--[endif]--&gt;&lt;/span&gt;&lt;/a&gt; Masnad Ahmad 5:277.Also in Sunan Ibn Majah&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;</content><link rel='replies' type='application/atom+xml' href='http://jonelya.blogspot.com/feeds/2487680217623684654/comments/default' title='Post Comments'/><link rel='replies' type='text/html' href='http://jonelya.blogspot.com/2012/03/first-major-sign-sinking-of-army-of.html#comment-form' title='0 Comments'/><link rel='edit' type='application/atom+xml' href='http://www.blogger.com/feeds/7320765894818381501/posts/default/2487680217623684654'/><link rel='self' type='application/atom+xml' href='http://www.blogger.com/feeds/7320765894818381501/posts/default/2487680217623684654'/><link rel='alternate' type='text/html' href='http://jonelya.blogspot.com/2012/03/first-major-sign-sinking-of-army-of.html' title='The First Major sign : The sinking of Army of Khorasan that will attack Mahdi'/><author><name>muhammad</name><uri>http://www.blogger.com/profile/09897152893922145455</uri><email>noreply@blogger.com</email><gd:image rel='http://schemas.google.com/g/2005#thumbnail' width='16' height='16' src='https://img1.blogblog.com/img/b16-rounded.gif'/></author><thr:total>0</thr:total></entry><entry><id>tag:blogger.com,1999:blog-7320765894818381501.post-8382057054719242678</id><published>2012-03-05T21:46:00.000-08:00</published><updated>2012-03-05T21:46:17.206-08:00</updated><title type='text'>Do good deeds before 7 Things</title><content type='html'>&lt;div dir=&quot;ltr&quot; style=&quot;text-align: left;&quot; trbidi=&quot;on&quot;&gt;Bismillahir Rehmanir Raheem&lt;br /&gt;
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&lt;/div&gt;&lt;div class=&quot;MsoNormal&quot; dir=&quot;RTL&quot; style=&quot;direction: rtl; margin-bottom: 0.0001pt; text-align: right; unicode-bidi: embed;&quot;&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &amp;quot;Microsoft Uighur&amp;quot;; font-size: 22.0pt;&quot;&gt;حدثنا أبو مصعب عن محرز بن هارون عن عبد الرحمن الأعرج عن أبي هريرة أن رسول الله صلی الله عليه وسلم قال بادروا بالأعمال سبعا هل تنتظرون إلا فقرا منسيا أو غنی مطغيا أو مرضا مفسدا أو هرما مفندا أو موتا مجهزا أو الدجال فشر غاب ينتظر أو الساعة فالساعة أدهی وأمر قال هذا حديث حسن غريب لا نعرفه من حديث الأعرج عن أبي هريرة إلا من حديث محرز بن هارون وقد روی بشر بن عمر وغيره عن محرز بن هارون هذا وقد روی معمر هذا الحديث عمن سمع سعيدا المقبري عن أبي هريرة عن النبي صلی الله عليه وسلم نحوه وقال تنتظرون.&lt;/span&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Jameel Noori Nastaleeq&#39;; font-size: 20pt;&quot;&gt; جامع ترمذی&lt;/span&gt;&lt;span dir=&quot;LTR&quot; style=&quot;font-family: &amp;quot;Microsoft Uighur&amp;quot;; font-size: 22.0pt;&quot;&gt;&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;&lt;div class=&quot;MsoNormal&quot; dir=&quot;RTL&quot; style=&quot;direction: rtl; margin-bottom: 0.0001pt; text-align: right; unicode-bidi: embed;&quot;&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Jameel Noori Nastaleeq&#39;; font-size: 20pt;&quot;&gt;ابومصعب، محرز بن ہارون، عبدالرحمن، اعرج، حضرت ابوہریرہ رضی اللہ عنہ سے روایت ہے کہ رسول اللہ صلی اللہ علیہ وآلہ وسلم نے فرمایا سات چیزوں کے آنے سے پہلے نیک اعمال کرلو-&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;&lt;div class=&quot;MsoListParagraphCxSpFirst&quot; dir=&quot;RTL&quot; style=&quot;direction: rtl; margin-bottom: 0.0001pt; margin-left: 0in; margin-right: 0.5in; margin-top: 0in; text-align: right; text-indent: -0.25in; unicode-bidi: embed;&quot;&gt;&lt;!--[if !supportLists]--&gt;&lt;span style=&quot;font-family: &#39;Jameel Noori Nastaleeq&#39;; font-size: 20pt;&quot;&gt;1.&lt;span style=&quot;font-family: &#39;Times New Roman&#39;; font-size: 7pt;&quot;&gt;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;!--[endif]--&gt;&lt;span dir=&quot;RTL&quot;&gt;&lt;/span&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Jameel Noori Nastaleeq&#39;; font-size: 20pt;&quot;&gt;کیا تم بھلا دینے والے فقر کا اتنظار کرتے ہو &lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;&lt;div class=&quot;MsoListParagraphCxSpMiddle&quot; dir=&quot;RTL&quot; style=&quot;direction: rtl; margin-bottom: 0.0001pt; margin-left: 0in; margin-right: 0.5in; margin-top: 0in; text-align: right; text-indent: -0.25in; unicode-bidi: embed;&quot;&gt;&lt;!--[if !supportLists]--&gt;&lt;span style=&quot;font-family: &#39;Jameel Noori Nastaleeq&#39;; font-size: 20pt;&quot;&gt;2.&lt;span style=&quot;font-family: &#39;Times New Roman&#39;; font-size: 7pt;&quot;&gt;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;!--[endif]--&gt;&lt;span dir=&quot;RTL&quot;&gt;&lt;/span&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Jameel Noori Nastaleeq&#39;; font-size: 20pt;&quot;&gt;یا سرکش کر دینے والی امیری &amp;nbsp;کے منتظر ہو&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;&lt;div class=&quot;MsoListParagraphCxSpMiddle&quot; dir=&quot;RTL&quot; style=&quot;direction: rtl; margin-bottom: 0.0001pt; margin-left: 0in; margin-right: 0.5in; margin-top: 0in; text-align: right; text-indent: -0.25in; unicode-bidi: embed;&quot;&gt;&lt;!--[if !supportLists]--&gt;&lt;span style=&quot;font-family: &#39;Jameel Noori Nastaleeq&#39;; font-size: 20pt;&quot;&gt;3.&lt;span style=&quot;font-family: &#39;Times New Roman&#39;; font-size: 7pt;&quot;&gt;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;!--[endif]--&gt;&lt;span dir=&quot;RTL&quot;&gt;&lt;/span&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Jameel Noori Nastaleeq&#39;; font-size: 20pt;&quot;&gt;فاسد کر دینے والی بیماری کے منتظر ہو&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;&lt;div class=&quot;MsoListParagraphCxSpMiddle&quot; dir=&quot;RTL&quot; style=&quot;direction: rtl; margin-bottom: 0.0001pt; margin-left: 0in; margin-right: 0.5in; margin-top: 0in; text-align: right; text-indent: -0.25in; unicode-bidi: embed;&quot;&gt;&lt;!--[if !supportLists]--&gt;&lt;span style=&quot;font-family: &#39;Jameel Noori Nastaleeq&#39;; font-size: 20pt;&quot;&gt;4.&lt;span style=&quot;font-family: &#39;Times New Roman&#39;; font-size: 7pt;&quot;&gt;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;!--[endif]--&gt;&lt;span dir=&quot;RTL&quot;&gt;&lt;/span&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Jameel Noori Nastaleeq&#39;; font-size: 20pt;&quot;&gt;مخبوط الحو اس کر دینے والے بڑھاپے &amp;nbsp;کے منتظر ہو&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;&lt;div class=&quot;MsoListParagraphCxSpMiddle&quot; dir=&quot;RTL&quot; style=&quot;direction: rtl; margin-bottom: 0.0001pt; margin-left: 0in; margin-right: 0.5in; margin-top: 0in; text-align: right; text-indent: -0.25in; unicode-bidi: embed;&quot;&gt;&lt;!--[if !supportLists]--&gt;&lt;span style=&quot;font-family: &#39;Jameel Noori Nastaleeq&#39;; font-size: 20pt;&quot;&gt;5.&lt;span style=&quot;font-family: &#39;Times New Roman&#39;; font-size: 7pt;&quot;&gt;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;!--[endif]--&gt;&lt;span dir=&quot;RTL&quot;&gt;&lt;/span&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Jameel Noori Nastaleeq&#39;; font-size: 20pt;&quot;&gt;جلد رخصت کرنے والی موت کے منتظر ہو &lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;&lt;div class=&quot;MsoListParagraphCxSpMiddle&quot; dir=&quot;RTL&quot; style=&quot;direction: rtl; margin-bottom: 0.0001pt; margin-left: 0in; margin-right: 0.5in; margin-top: 0in; text-align: right; text-indent: -0.25in; unicode-bidi: embed;&quot;&gt;&lt;!--[if !supportLists]--&gt;&lt;span style=&quot;font-family: &#39;Jameel Noori Nastaleeq&#39;; font-size: 20pt;&quot;&gt;6.&lt;span style=&quot;font-family: &#39;Times New Roman&#39;; font-size: 7pt;&quot;&gt;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;!--[endif]--&gt;&lt;span dir=&quot;RTL&quot;&gt;&lt;/span&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Jameel Noori Nastaleeq&#39;; font-size: 20pt;&quot;&gt;یا دجال جو ان چیزوں میں جو اب تک غائب ہیں سب سے برا ہے اس کا اتنظار کیا جاتا ہے &lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;&lt;div class=&quot;MsoListParagraphCxSpLast&quot; dir=&quot;RTL&quot; style=&quot;direction: rtl; margin-bottom: 0.0001pt; margin-left: 0in; margin-right: 0.5in; margin-top: 0in; text-align: right; text-indent: -0.25in; unicode-bidi: embed;&quot;&gt;&lt;!--[if !supportLists]--&gt;&lt;span style=&quot;font-family: &#39;Jameel Noori Nastaleeq&#39;; font-size: 20pt;&quot;&gt;7.&lt;span style=&quot;font-family: &#39;Times New Roman&#39;; font-size: 7pt;&quot;&gt;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;!--[endif]--&gt;&lt;span dir=&quot;RTL&quot;&gt;&lt;/span&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Jameel Noori Nastaleeq&#39;; font-size: 20pt;&quot;&gt;یا قیامت &amp;nbsp;کے منتظر ہو اور قیامت تو بہت ہی سخت اور کڑوی ہے&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;&lt;div class=&quot;MsoNormal&quot; dir=&quot;RTL&quot; style=&quot;direction: rtl; margin-bottom: 0.0001pt; text-align: right; unicode-bidi: embed;&quot;&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Jameel Noori Nastaleeq&#39;; font-size: 20pt;&quot;&gt;&amp;nbsp;ان میں سے کس کا انتظار کرتے.. جامع ترمذی:جلد دوم:حدیث نمبر 192&amp;nbsp;  &amp;nbsp;&amp;nbsp;حدیث مرفوع  &amp;nbsp;&amp;nbsp;مکررات 1 &lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;&lt;div class=&quot;MsoNormal&quot; dir=&quot;RTL&quot; style=&quot;direction: rtl; margin-bottom: 0.0001pt; text-align: right; unicode-bidi: embed;&quot;&gt;&lt;br /&gt;
&lt;/div&gt;&lt;div class=&quot;MsoNormal&quot; style=&quot;margin-bottom: 0.0001pt;&quot;&gt;&lt;br /&gt;
&lt;/div&gt;&lt;div class=&quot;MsoNormal&quot; style=&quot;margin-bottom: 0.0001pt;&quot;&gt;&lt;span style=&quot;font-size: 14.0pt; mso-bidi-font-family: &amp;quot;Microsoft Uighur&amp;quot;;&quot;&gt;Sayyidina Abu Huraira (RA) reported that Allah;s Messenger (SAW) said, “Hasten you (good) deeds before seven things: &lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;&lt;div class=&quot;MsoListParagraphCxSpFirst&quot; style=&quot;margin-bottom: 0.0001pt; text-indent: -0.25in;&quot;&gt;&lt;!--[if !supportLists]--&gt;&lt;span style=&quot;font-size: 14.0pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;&quot;&gt;1.&lt;span style=&quot;font-size: 7pt;&quot;&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;!--[endif]--&gt;&lt;span style=&quot;font-size: 14.0pt; mso-bidi-font-family: &amp;quot;Microsoft Uighur&amp;quot;;&quot;&gt;Poverty and need that that makes one neglectful;&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;&lt;div class=&quot;MsoListParagraphCxSpMiddle&quot; style=&quot;margin-bottom: 0.0001pt; text-indent: -0.25in;&quot;&gt;&lt;!--[if !supportLists]--&gt;&lt;span style=&quot;font-size: 14.0pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;&quot;&gt;2.&lt;span style=&quot;font-size: 7pt;&quot;&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;!--[endif]--&gt;&lt;span style=&quot;font-size: 14.0pt; mso-bidi-font-family: &amp;quot;Microsoft Uighur&amp;quot;;&quot;&gt;Wealth and property that makes one arrogant;&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;&lt;div class=&quot;MsoListParagraphCxSpMiddle&quot; style=&quot;margin-bottom: 0.0001pt; text-indent: -0.25in;&quot;&gt;&lt;!--[if !supportLists]--&gt;&lt;span style=&quot;font-size: 14.0pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;&quot;&gt;3.&lt;span style=&quot;font-size: 7pt;&quot;&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;!--[endif]--&gt;&lt;span style=&quot;font-size: 14.0pt; mso-bidi-font-family: &amp;quot;Microsoft Uighur&amp;quot;;&quot;&gt;Disease that incapacitates;&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;&lt;div class=&quot;MsoListParagraphCxSpMiddle&quot; style=&quot;margin-bottom: 0.0001pt; text-indent: -0.25in;&quot;&gt;&lt;!--[if !supportLists]--&gt;&lt;span style=&quot;font-size: 14.0pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;&quot;&gt;4.&lt;span style=&quot;font-size: 7pt;&quot;&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;!--[endif]--&gt;&lt;span style=&quot;font-size: 14.0pt; mso-bidi-font-family: &amp;quot;Microsoft Uighur&amp;quot;;&quot;&gt;Old age ,that makes senseless or infirm; &lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;&lt;div class=&quot;MsoListParagraphCxSpMiddle&quot; style=&quot;margin-bottom: 0.0001pt; text-indent: -0.25in;&quot;&gt;&lt;!--[if !supportLists]--&gt;&lt;span style=&quot;font-size: 14.0pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;&quot;&gt;5.&lt;span style=&quot;font-size: 7pt;&quot;&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;!--[endif]--&gt;&lt;span style=&quot;font-size: 14.0pt; mso-bidi-font-family: &amp;quot;Microsoft Uighur&amp;quot;;&quot;&gt;Death, that will quickly make your departure, &lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;&lt;div class=&quot;MsoListParagraphCxSpMiddle&quot; style=&quot;margin-bottom: 0.0001pt; text-indent: -0.25in;&quot;&gt;&lt;!--[if !supportLists]--&gt;&lt;span style=&quot;font-size: 14.0pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;&quot;&gt;6.&lt;span style=&quot;font-size: 7pt;&quot;&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;!--[endif]--&gt;&lt;span style=&quot;font-size: 14.0pt; mso-bidi-font-family: &amp;quot;Microsoft Uighur&amp;quot;;&quot;&gt;Dajjal ,worst of the awaited un seen or &lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;&lt;div class=&quot;MsoListParagraphCxSpLast&quot; style=&quot;margin-bottom: 0.0001pt; text-indent: -0.25in;&quot;&gt;&lt;!--[if !supportLists]--&gt;&lt;span style=&quot;font-size: 14.0pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;&quot;&gt;7.&lt;span style=&quot;font-size: 7pt;&quot;&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;!--[endif]--&gt;&lt;span style=&quot;font-size: 14.0pt; mso-bidi-font-family: &amp;quot;Microsoft Uighur&amp;quot;;&quot;&gt;The hour calamitous and bitter”&lt;a href=&quot;http://www.blogger.com/post-create.g?blogID=7320765894818381501#_ftn1&quot; name=&quot;_ftnref1&quot; title=&quot;&quot;&gt;&lt;span class=&quot;MsoFootnoteReference&quot;&gt;&lt;!--[if !supportFootnotes]--&gt;&lt;span class=&quot;MsoFootnoteReference&quot;&gt;&lt;span style=&quot;font-family: &amp;quot;Calibri&amp;quot;,&amp;quot;sans-serif&amp;quot;; font-size: 14.0pt; line-height: 115%; mso-ansi-language: EN-US; mso-ascii-theme-font: minor-latin; mso-bidi-font-family: &amp;quot;Microsoft Uighur&amp;quot;; mso-bidi-language: AR-SA; mso-fareast-font-family: Calibri; mso-fareast-language: EN-US; mso-fareast-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;&quot;&gt;[1]&lt;/span&gt;&lt;/span&gt;&lt;!--[endif]--&gt;&lt;/span&gt;&lt;/a&gt;&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;&lt;div&gt;&lt;!--[if !supportFootnotes]--&gt;&lt;br clear=&quot;all&quot; /&gt;  &lt;hr align=&quot;left&quot; size=&quot;1&quot; width=&quot;33%&quot; /&gt;  &lt;!--[endif]--&gt;  &lt;div id=&quot;ftn1&quot;&gt;  &lt;div class=&quot;MsoFootnoteText&quot;&gt;&lt;a href=&quot;http://www.blogger.com/post-create.g?blogID=7320765894818381501#_ftnref1&quot; name=&quot;_ftn1&quot; title=&quot;&quot;&gt;&lt;span class=&quot;MsoFootnoteReference&quot;&gt;&lt;!--[if !supportFootnotes]--&gt;&lt;span class=&quot;MsoFootnoteReference&quot;&gt;&lt;span style=&quot;font-family: &amp;quot;Calibri&amp;quot;,&amp;quot;sans-serif&amp;quot;; font-size: 10.0pt; line-height: 115%; mso-ansi-language: EN-US; mso-ascii-theme-font: minor-latin; mso-bidi-font-family: &amp;quot;Times New Roman&amp;quot;; mso-bidi-language: AR-SA; mso-bidi-theme-font: minor-bidi; mso-fareast-font-family: Calibri; mso-fareast-language: EN-US; mso-fareast-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;&quot;&gt;[1]&lt;/span&gt;&lt;/span&gt;&lt;!--[endif]--&gt;&lt;/span&gt;&lt;/a&gt; &lt;span style=&quot;font-size: 14.0pt; mso-bidi-font-family: &amp;quot;Microsoft Uighur&amp;quot;;&quot;&gt;Jamia Trimdi,Vol 2,Hadith 192&lt;/span&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;</content><link rel='replies' type='application/atom+xml' href='http://jonelya.blogspot.com/feeds/8382057054719242678/comments/default' title='Post Comments'/><link rel='replies' type='text/html' href='http://jonelya.blogspot.com/2012/03/do-good-deeds-before-7-things.html#comment-form' title='0 Comments'/><link rel='edit' type='application/atom+xml' href='http://www.blogger.com/feeds/7320765894818381501/posts/default/8382057054719242678'/><link rel='self' type='application/atom+xml' href='http://www.blogger.com/feeds/7320765894818381501/posts/default/8382057054719242678'/><link rel='alternate' type='text/html' href='http://jonelya.blogspot.com/2012/03/do-good-deeds-before-7-things.html' title='Do good deeds before 7 Things'/><author><name>muhammad</name><uri>http://www.blogger.com/profile/09897152893922145455</uri><email>noreply@blogger.com</email><gd:image rel='http://schemas.google.com/g/2005#thumbnail' width='16' height='16' src='https://img1.blogblog.com/img/b16-rounded.gif'/></author><thr:total>0</thr:total></entry><entry><id>tag:blogger.com,1999:blog-7320765894818381501.post-7074816836951143807</id><published>2012-03-03T01:45:00.004-08:00</published><updated>2012-03-05T02:28:57.902-08:00</updated><title type='text'>Wrong translations of Hadith by Saudis</title><content type='html'>&lt;div dir=&quot;ltr&quot; style=&quot;text-align: left;&quot; trbidi=&quot;on&quot;&gt;&lt;br /&gt;
&lt;table cellspacing=&quot;0&quot; class=&quot;sites-layout-hbox&quot; id=&quot;sites-chrome-main&quot; style=&quot;background-color: white; color: #444444; font-family: Arial, Verdana, sans-serif; font-size: 13px; line-height: 16px; table-layout: fixed; text-align: left; width: 891px;&quot;&gt;&lt;tbody&gt;
&lt;tr&gt;&lt;td id=&quot;sites-canvas-wrapper&quot; style=&quot;vertical-align: top;&quot;&gt;&lt;div id=&quot;sites-canvas&quot; style=&quot;background-image: none !important; border-bottom-left-radius: 5px; border-bottom-right-radius: 5px; border-top-left-radius: 5px; border-top-right-radius: 5px; margin: 5px; padding-left: 5px; padding-top: 5px;&quot;&gt;&lt;div id=&quot;goog-ws-editor-toolbar-container&quot;&gt;&lt;/div&gt;&lt;div id=&quot;title-crumbs&quot; style=&quot;padding-bottom: 7px; padding-left: 10px; padding-right: 10px; padding-top: 5px;&quot; xmlns=&quot;http://www.w3.org/1999/xhtml&quot;&gt;&lt;/div&gt;&lt;h3 align=&quot;left&quot; id=&quot;sites-page-title-header&quot; style=&quot;color: #b0b366; font-family: Impact, fantasy; font-size: 2.5em; margin: 0px; padding-bottom: 10px; padding-left: 10px; padding-right: 10px;&quot; xmlns=&quot;http://www.w3.org/1999/xhtml&quot;&gt;&lt;span dir=&quot;ltr&quot; id=&quot;sites-page-title&quot; style=&quot;color: #999999;&quot;&gt;Wrong translation of Ahadith about the coming of Imam&amp;nbsp;&lt;/span&gt;&lt;/h3&gt;&lt;h3 align=&quot;left&quot; id=&quot;sites-page-title-header&quot; style=&quot;color: #b0b366; font-family: Impact, fantasy; font-size: 2.5em; margin: 0px; padding-bottom: 10px; padding-left: 10px; padding-right: 10px;&quot; xmlns=&quot;http://www.w3.org/1999/xhtml&quot;&gt;&lt;span dir=&quot;ltr&quot; style=&quot;color: #999999;&quot;&gt;&lt;br /&gt;
&lt;/span&gt;&lt;/h3&gt;&lt;h3 align=&quot;left&quot; id=&quot;sites-page-title-header&quot; style=&quot;color: #b0b366; font-family: Impact, fantasy; font-size: 2.5em; margin: 0px; padding-bottom: 10px; padding-left: 10px; padding-right: 10px;&quot; xmlns=&quot;http://www.w3.org/1999/xhtml&quot;&gt;&lt;span dir=&quot;ltr&quot; style=&quot;color: #999999;&quot;&gt;Mahdi&lt;/span&gt;&lt;/h3&gt;&lt;div&gt;&lt;span dir=&quot;ltr&quot; style=&quot;color: #999999;&quot;&gt;&lt;br /&gt;
&lt;/span&gt;&lt;/div&gt;&lt;div class=&quot;sites-canvas-main&quot; id=&quot;sites-canvas-main&quot; style=&quot;background-image: none !important; min-height: 150px; padding-bottom: 5px; padding-top: 15px;&quot;&gt;&lt;div id=&quot;sites-canvas-main-content&quot;&gt;&lt;table cellspacing=&quot;0&quot; class=&quot;sites-layout-name-one-column sites-layout-hbox&quot; style=&quot;margin: 0px; table-layout: fixed; width: 875px;&quot; xmlns=&quot;http://www.w3.org/1999/xhtml&quot;&gt;&lt;tbody&gt;
&lt;tr&gt;&lt;td class=&quot;sites-layout-tile sites-tile-name-content-1&quot; style=&quot;padding-bottom: 10px; padding-left: 10px; padding-right: 10px; padding-top: 10px; vertical-align: top;&quot;&gt;&lt;div dir=&quot;ltr&quot;&gt;&lt;br /&gt;
&lt;div dir=&quot;ltr&quot;&gt;&lt;div&gt;&lt;span style=&quot;font-size: large; line-height: 20px;&quot;&gt;&lt;br /&gt;
&lt;/span&gt;&lt;/div&gt;&lt;span style=&quot;font-size: large; line-height: 20px;&quot;&gt;Sunan Iban Majah&lt;/span&gt;&lt;span style=&quot;line-height: 20px;&quot;&gt; &lt;/span&gt;&lt;br /&gt;
&lt;div&gt;&lt;hr style=&quot;background-clip: initial; background-color: #d9d584; background-origin: initial; border-bottom-style: dotted; border-left-style: dotted; border-right-style: dotted; border-top-style: dotted; color: #d9d584; font-size: x-large; height: 1px;&quot; /&gt;&lt;/div&gt;&lt;div dir=&quot;rtl&quot; style=&quot;direction: rtl; font-size: 13px; margin-left: 0in; text-align: left;&quot;&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Microsoft Uighur&#39;; font-size: 15pt;&quot;&gt;Please check the following hadith and its translations&lt;/span&gt;&lt;/div&gt;&lt;div dir=&quot;rtl&quot; style=&quot;direction: rtl; font-size: 13px; list-style-position: outside; list-style-type: square; margin-left: 0in; text-align: left;&quot;&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Microsoft Uighur&#39;; font-size: 15pt;&quot;&gt;حدثنا هشام بن عمار. حدثنا الوليد بن مسلم. ثتا عثمان بن أبي العاتكة عن سليمان بن حبيب المحاربي، عن أبي هريرة&lt;/span&gt;&lt;/div&gt;&lt;div dir=&quot;rtl&quot; style=&quot;direction: rtl; font-size: 13px; list-style-position: outside; list-style-type: square; margin-left: 0in; text-align: left;&quot;&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Microsoft Uighur&#39;; font-size: 15pt;&quot;&gt;؛ قال: قال رسول الله صلى الله عليه وسلم:&lt;/span&gt;&lt;/div&gt;&lt;div dir=&quot;rtl&quot; style=&quot;direction: rtl; font-size: 13px; list-style-position: outside; list-style-type: square; margin-left: 0in; text-align: left;&quot;&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Microsoft Uighur&#39;; font-size: 15pt;&quot;&gt;&lt;span style=&quot;color: black;&quot;&gt;((إذا وقعت الملاحم، بعث الله بعثا من الموالي، هم أكرم العرب فرسا وأجوده سلاحا، يؤيد بهم الدين)).&lt;/span&gt;&amp;nbsp;سنن ابن ماجۃ&lt;/span&gt;&lt;/div&gt;&lt;div dir=&quot;rtl&quot; style=&quot;direction: rtl; font-size: 13px; list-style-position: outside; list-style-type: square; margin-left: 0in; text-align: left;&quot;&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Microsoft Uighur&#39;; font-size: 15pt;&quot;&gt;، حضرت ابوہریرہ رضی اللہ تعالیٰ عنہ بیا ن فرماتے ہیں کہ &lt;span style=&quot;color: blue;&quot;&gt;رسول اللہ صلی اللہ علیہ و آلہ و سلم نے ارشاد فرمایا&amp;nbsp;&lt;/span&gt;&lt;/span&gt;&lt;span dir=&quot;ltr&quot; lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Microsoft Uighur&#39;; font-size: 15pt;&quot;&gt;&lt;/span&gt;&lt;/div&gt;&lt;div style=&quot;font-size: 13px; list-style-position: outside; list-style-type: square; margin-left: 0in; text-align: left;&quot;&gt;&lt;span dir=&quot;rtl&quot; lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Microsoft Uighur&#39;; font-size: large;&quot;&gt;&lt;strong&gt;جب بڑی بڑی لڑائیاں ہوں گی تو اللہ تعالی عجمیوں میں سے ایک لشکر اٹھائیں گے&lt;/strong&gt;&lt;/span&gt;&lt;/div&gt;&lt;div style=&quot;font-size: 13px; list-style-position: outside; list-style-type: square; margin-left: 0in; text-align: left;&quot;&gt;&lt;span dir=&quot;rtl&quot; lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Microsoft Uighur&#39;; font-size: large;&quot;&gt;&lt;strong&gt;&amp;nbsp;جوعرب سے بڑھ کرشہسوار او ر ان سے بہتر ھتیاروں و الے ہوں گے&lt;/strong&gt;&lt;/span&gt;&lt;/div&gt;&lt;div style=&quot;font-size: 13px; list-style-position: outside; list-style-type: square; margin-left: 0in; text-align: left;&quot;&gt;&lt;span dir=&quot;rtl&quot; lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Microsoft Uighur&#39;; font-size: large;&quot;&gt;&lt;strong&gt;&amp;nbsp;اللہ تعالی انکے ذریعہ دین کی مدد فرمائیں گے&lt;/strong&gt;&lt;/span&gt;&lt;/div&gt;&lt;div style=&quot;font-size: 13px; list-style-position: outside; list-style-type: square; margin-left: 0in; text-align: left;&quot;&gt;&lt;span dir=&quot;rtl&quot; lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Microsoft Uighur&#39;; font-size: 15pt;&quot;&gt;&amp;nbsp;&lt;span style=&quot;color: blue;&quot;&gt;سنن ابن ماجۃ ۔جلد سوم حدیث۹۷۱&lt;/span&gt;&lt;/span&gt;&lt;/div&gt;&lt;div style=&quot;font-size: 13px; list-style-position: outside; list-style-type: square; margin-left: 0in;&quot;&gt;&lt;br /&gt;
&lt;/div&gt;&lt;div style=&quot;margin-left: 0in;&quot;&gt;&lt;span style=&quot;font-family: &#39;Agency FB&#39;, sans-serif;&quot;&gt;&lt;span style=&quot;font-size: medium;&quot;&gt;&lt;b&gt;Narrated Hazrat Abu Huraira(R.A)&quot;When great wars will occur,then Allah subhanahu wa ta ala will rise&lt;/b&gt;&lt;/span&gt;&lt;/span&gt;&lt;br /&gt;
&lt;span style=&quot;font-family: &#39;Agency FB&#39;, sans-serif;&quot;&gt;&lt;span style=&quot;font-size: medium;&quot;&gt;&lt;b&gt;&amp;nbsp;an Army from the Non Arabs(Mawali) who will be greater riders and will have better weapons than&lt;/b&gt;&lt;/span&gt;&lt;/span&gt;&lt;br /&gt;
&lt;span style=&quot;font-family: &#39;Agency FB&#39;, sans-serif;&quot;&gt;&lt;span style=&quot;font-size: medium;&quot;&gt;&lt;b&gt;&amp;nbsp;the Arabs. Allah subhahu wa ta ala will support Deen (Islam) by them&lt;/b&gt;&quot;&lt;/span&gt;&lt;a href=&quot;https://sites.google.com/site/forginghadith/#_ftn1&quot; name=&quot;_ftnref1&quot; style=&quot;color: #8a8c50; font-size: 12pt;&quot; title=&quot;&quot;&gt;&lt;span style=&quot;font-size: 12pt;&quot;&gt;[1]&lt;/span&gt;&lt;/a&gt;&lt;/span&gt;&lt;/div&gt;&lt;div style=&quot;font-size: 13px;&quot;&gt;&lt;br /&gt;
&lt;/div&gt;&lt;div style=&quot;font-size: 13px; margin-left: 0in;&quot;&gt;&lt;i&gt;Note: Their weapon will be the weapon of Emaan (Faith) as another hadith of Saheeh Muslims will tell that they will conquer Constantinople without materialistic weapons&lt;/i&gt;&lt;/div&gt;&lt;div style=&quot;font-size: 13px; margin-left: 0in;&quot;&gt;&lt;br /&gt;
&lt;/div&gt;&lt;div align=&quot;center&quot; style=&quot;font-size: 13px; margin-left: 0in; text-align: center;&quot;&gt;&lt;b&gt;&lt;span style=&quot;font-size: 12pt;&quot;&gt;This translation is taken from the translation of Shaykh Muhammad Qasim Ameen at&lt;a href=&quot;http://islamicbookslibrary.wordpress.com/2011/05/08/2337/&quot; rel=&quot;nofollow&quot; style=&quot;color: #8a8c50;&quot;&gt;http://islamicbookslibrary.wordpress.com/2011/05/08/2337/&lt;/a&gt;&amp;nbsp;and can also be downloaded at&lt;a href=&quot;http://www.quranurdu.com/Ahadith/&quot; rel=&quot;nofollow&quot; style=&quot;color: #8a8c50;&quot;&gt;http://www.quranurdu.com/Ahadith/&lt;/a&gt;&amp;nbsp;.&lt;/span&gt;&lt;/b&gt;&lt;/div&gt;&lt;h1 style=&quot;font-size: 13px; list-style-position: outside; list-style-type: square;&quot;&gt;&lt;a href=&quot;http://www.blogger.com/&quot; name=&quot;TOC-What-does-the-word-Mawali-means-&quot; style=&quot;color: #8a8c50; text-decoration: underline;&quot;&gt;&lt;/a&gt;What does the word Mawali means?&lt;/h1&gt;&lt;div style=&quot;font-size: 13px;&quot;&gt;&lt;br /&gt;
&lt;/div&gt;&lt;div style=&quot;font-size: 13px;&quot;&gt;Mawali or mawālá (Arabic:&amp;nbsp;&lt;span style=&quot;font-family: &#39;Times New Roman&#39;, serif;&quot;&gt;موالي‎&lt;/span&gt;) is a term in Classical Arabic used to address non-Arab Muslims.&lt;/div&gt;&lt;div style=&quot;font-size: 13px;&quot;&gt;We shall study its meaning using different references&lt;/div&gt;&lt;div style=&quot;font-size: 13px;&quot;&gt;&lt;br /&gt;
&lt;/div&gt;&lt;h2 style=&quot;color: #444444; font-size: 13px; font-weight: normal; list-style-position: outside; list-style-type: square;&quot;&gt;&lt;a href=&quot;http://www.blogger.com/&quot; name=&quot;TOC-Reference-1:&quot; style=&quot;color: #8a8c50; text-decoration: underline;&quot;&gt;&lt;/a&gt;&lt;strong&gt;&lt;span style=&quot;font-family: Cambria, serif;&quot;&gt;Reference 1:&lt;/span&gt;&lt;/strong&gt;&lt;/h2&gt;&lt;div style=&quot;font-size: 13px;&quot;&gt;&lt;br /&gt;
&lt;/div&gt;&lt;div style=&quot;font-size: 13px;&quot;&gt;In the book &quot;Nature, man and God in medieval Islam&quot; by Mahmud ibn &#39;Abd al-Rahman Al-Isfahani, Edwin Elliott Calverley.&lt;/div&gt;&lt;div style=&quot;font-size: 13px;&quot;&gt;In the book &quot;Nature, man and God in medieval Islam&quot; by Mahmud ibn &#39;Abd al-Rahman Al-Isfahani, Edwin Elliott Calverley writes.&lt;/div&gt;&lt;div style=&quot;font-size: 13px;&quot;&gt;&lt;br /&gt;
&lt;/div&gt;&lt;div style=&quot;font-size: 13px;&quot;&gt;&quot;Quoting form the article,Mawla by A.J Wensinck and Patricia Crone, &quot;The meaning of [mawla],is a person linked by [wala](&quot;proximity&quot;) to another person,similarly known as [mawla].The relation maybe one of equality or of inequality.The root meaning of [wali] thus includes proximity,and by derivation,power and protection.In the Quran and Tradition(Hadith),there are two senses of the term [mawla=wali],referring to the superior of two parties in a relationship: as tutor-trustee-helper,and as Lord.We may supply synonyms for the &quot;trustee&quot; that would include warden,executer,guardian.etc.,and for &quot;helper&quot; that would include kinsman,friend,ally,etc.In the relationship of inequality,the lesser party would be a client of some sort to the superior party.Quoting the same article further,&lt;/div&gt;&lt;div style=&quot;font-size: 13px;&quot;&gt;&quot;Since the non-Arabs could only enter this society as client,[mawla] came to be synomous with &#39;non-Arab Muslims&quot;.&lt;a href=&quot;https://sites.google.com/site/forginghadith/#_ftn2&quot; name=&quot;_ftnref2&quot; style=&quot;color: #8a8c50;&quot; title=&quot;&quot;&gt;&lt;span style=&quot;font-family: Garamond, serif; font-size: 11pt;&quot;&gt;[2]&lt;/span&gt;&lt;/a&gt;&lt;/div&gt;&lt;div style=&quot;font-size: 13px;&quot;&gt;&lt;br /&gt;
&lt;/div&gt;&lt;h2 style=&quot;color: #444444; font-size: 13px; font-weight: normal; list-style-position: outside; list-style-type: square;&quot;&gt;&lt;a href=&quot;http://www.blogger.com/&quot; name=&quot;TOC-Reference-2-:&quot; style=&quot;color: #8a8c50; text-decoration: underline;&quot;&gt;&lt;/a&gt;&lt;strong&gt;&lt;span style=&quot;font-family: Cambria, serif;&quot;&gt;Reference 2 :&lt;/span&gt;&lt;/strong&gt;&lt;/h2&gt;&lt;div style=&quot;font-size: 13px;&quot;&gt;&lt;span style=&quot;font-size: 13.5pt;&quot;&gt;The Princeton University website describes Mawali as ; the non-Arab converts to Islam.&lt;/span&gt;&lt;/div&gt;&lt;div style=&quot;font-size: 13px;&quot;&gt;&lt;span style=&quot;font-family: Garamond, serif; font-size: 11pt;&quot;&gt;Originally the term&lt;/span&gt;&lt;span style=&quot;font-family: Garamond, serif; font-size: 11pt;&quot;&gt;&amp;nbsp;&lt;/span&gt;&lt;i&gt;&lt;span style=&quot;font-family: Garamond, serif; font-size: 11pt;&quot;&gt;mawla&lt;/span&gt;&lt;/i&gt;&lt;span style=&quot;font-family: Garamond, serif; font-size: 11pt;&quot;&gt;&amp;nbsp;&lt;/span&gt;&lt;span style=&quot;font-family: Garamond, serif; font-size: 11pt;&quot;&gt;(singular of&lt;/span&gt;&lt;span style=&quot;font-family: Garamond, serif; font-size: 11pt;&quot;&gt;&amp;nbsp;&lt;/span&gt;&lt;i&gt;&lt;span style=&quot;font-family: Garamond, serif; font-size: 11pt;&quot;&gt;mawali&lt;/span&gt;&lt;/i&gt;&lt;span style=&quot;font-family: Garamond, serif; font-size: 11pt;&quot;&gt;) referred to a party with whom one had an egalitarian relationship, such as a relative, ally, or friend, but the term eventually came to designate a party with whom one had an unequal relationship, such as master, manumitter, and patron, and slave, freedman, and client. Under the&lt;/span&gt;&lt;span style=&quot;font-family: Garamond, serif; font-size: 11pt;&quot;&gt;&amp;nbsp;&lt;/span&gt;&lt;span style=&quot;font-family: Garamond, serif; font-size: 11pt;&quot;&gt;&lt;a href=&quot;http://www.princeton.edu/~batke/itl/denise/right.htm&quot; rel=&quot;nofollow&quot; style=&quot;color: #8a8c50;&quot;&gt;First Four Caliphs&lt;/a&gt;&lt;/span&gt;&lt;span style=&quot;font-family: Garamond, serif; font-size: 11pt;&quot;&gt;&amp;nbsp;&lt;/span&gt;&lt;span style=&quot;font-family: Garamond, serif; font-size: 11pt;&quot;&gt;and the&lt;/span&gt;&lt;span style=&quot;font-family: Garamond, serif; font-size: 11pt;&quot;&gt;&amp;nbsp;&lt;/span&gt;&lt;span style=&quot;font-family: Garamond, serif; font-size: 11pt;&quot;&gt;&lt;a href=&quot;http://www.princeton.edu/~batke/itl/denise/umayyads.htm&quot; rel=&quot;nofollow&quot; style=&quot;color: #8a8c50;&quot;&gt;Umayyads&lt;/a&gt;, the influx of non-Arab converts to Islam created a new difficulty: how were they to be incorporated into tribal Arab society? The solution was the contract of&lt;/span&gt;&lt;span style=&quot;font-family: Garamond, serif; font-size: 11pt;&quot;&gt;&amp;nbsp;&lt;/span&gt;&lt;i&gt;&lt;span style=&quot;font-family: Garamond, serif; font-size: 11pt;&quot;&gt;wala&#39;&lt;/span&gt;&lt;/i&gt;&lt;span style=&quot;font-family: Garamond, serif; font-size: 11pt;&quot;&gt;, through which the non-Arab Muslim acquired an Arab patron. In principle, the&lt;/span&gt;&lt;span style=&quot;font-family: Garamond, serif; font-size: 11pt;&quot;&gt;&amp;nbsp;&lt;/span&gt;&lt;i&gt;&lt;span style=&quot;font-family: Garamond, serif; font-size: 11pt;&quot;&gt;mawali&lt;/span&gt;&lt;/i&gt;&lt;span style=&quot;font-family: Garamond, serif; font-size: 11pt;&quot;&gt;&amp;nbsp;&lt;/span&gt;&lt;span style=&quot;font-family: Garamond, serif; font-size: 11pt;&quot;&gt;were to enjoy the same privliges as Arab Muslims.The&lt;/span&gt;&lt;span style=&quot;font-family: Garamond, serif; font-size: 11pt;&quot;&gt;&amp;nbsp;&lt;/span&gt;&lt;i&gt;&lt;span style=&quot;font-family: Garamond, serif; font-size: 11pt;&quot;&gt;mawali&lt;/span&gt;&lt;/i&gt;&lt;span style=&quot;font-family: Garamond, serif; font-size: 11pt;&quot;&gt;&amp;nbsp;&lt;/span&gt;&lt;span style=&quot;font-family: Garamond, serif; font-size: 11pt;&quot;&gt;rapidly rose to prominence in Muslim society in administration, military, and scholarship.&lt;/span&gt;&lt;a href=&quot;https://sites.google.com/site/forginghadith/#_ftn3&quot; name=&quot;_ftnref3&quot; style=&quot;color: #8a8c50;&quot; title=&quot;&quot;&gt;&lt;span style=&quot;color: black; font-family: Garamond, serif; font-size: 11pt;&quot;&gt;&lt;span style=&quot;font-size: 11pt;&quot;&gt;[3]&lt;/span&gt;&lt;/span&gt;&lt;/a&gt;&lt;/div&gt;&lt;h3 style=&quot;color: #444444; font-size: 13px; font-weight: normal; list-style-position: outside; list-style-type: square;&quot;&gt;&lt;a href=&quot;http://www.blogger.com/&quot; name=&quot;TOC-Bibliography&quot; style=&quot;color: #8a8c50; text-decoration: underline;&quot;&gt;&lt;/a&gt;&lt;span style=&quot;color: black; font-family: Garamond, serif;&quot;&gt;Bibliography&lt;/span&gt;&lt;/h3&gt;&lt;div style=&quot;list-style-position: outside; list-style-type: square;&quot;&gt;&lt;/div&gt;&lt;ul style=&quot;font-size: 13px;&quot;&gt;&lt;li style=&quot;list-style-position: outside; list-style-type: circle; margin-left: 0.5in; text-align: left;&quot;&gt;&lt;i&gt;Conversion and Poll-Tax in Early Islam&lt;/i&gt;, D.C. Dennett, Cambridge 1950&lt;/li&gt;
&lt;li style=&quot;list-style-position: outside; list-style-type: circle; margin-left: 0.5in; text-align: left;&quot;&gt;&lt;i&gt;The Encyclopaedia of Islam&lt;/i&gt;, second edition&lt;/li&gt;
&lt;li style=&quot;list-style-position: outside; list-style-type: circle; margin-left: 0.5in; text-align: left;&quot;&gt;&lt;i&gt;Slaves on Horses&lt;/i&gt;, P. Crone, Cambridge 1980&lt;/li&gt;
&lt;/ul&gt;&lt;br /&gt;
&lt;h2 style=&quot;color: #444444; font-size: 13px; font-weight: normal;&quot;&gt;&lt;a href=&quot;http://www.blogger.com/&quot; name=&quot;TOC-Reference-3-:&quot; style=&quot;color: #8a8c50; text-decoration: underline;&quot;&gt;&lt;/a&gt;&lt;strong&gt;&lt;span style=&quot;font-family: Cambria, serif;&quot;&gt;Reference 3 :&lt;/span&gt;&lt;/strong&gt;&lt;/h2&gt;&lt;div style=&quot;font-size: 13px;&quot;&gt;&lt;strong&gt;&lt;span style=&quot;font-family: Garamond, serif; font-weight: normal;&quot;&gt;In the book&lt;/span&gt;&lt;/strong&gt;&lt;/div&gt;&lt;div style=&quot;font-size: 13px;&quot;&gt;&lt;strong&gt;&lt;span style=&quot;font-family: Garamond, serif; font-weight: normal;&quot;&gt;“Orphans of Islam: family, abandonment, and secret adoption in Morocco”&lt;/span&gt;&lt;/strong&gt;&lt;/div&gt;&lt;div style=&quot;font-size: 13px;&quot;&gt;&lt;strong&gt;&lt;span style=&quot;font-family: Garamond, serif; font-weight: normal;&quot;&gt;&amp;nbsp;By Jamila Bargach its written&lt;/span&gt;&lt;/strong&gt;&lt;/div&gt;&lt;div style=&quot;font-size: 13px;&quot;&gt;&lt;strong&gt;&lt;span style=&quot;font-family: Garamond, serif; font-weight: normal;&quot;&gt;“The meaning of Mawali has historically shifted.In the pre-Islamic period,the Mawali were the clients of Arab tribe, while with Islam it came to denote simply Non-Arab Muslims who allied themselves with the Muslim community as clients.”&lt;/span&gt;&lt;/strong&gt;&lt;a href=&quot;https://sites.google.com/site/forginghadith/#_ftn4&quot; name=&quot;_ftnref4&quot; style=&quot;color: #8a8c50;&quot; title=&quot;&quot;&gt;&lt;span style=&quot;font-family: Garamond, serif; font-size: 11pt;&quot;&gt;[4]&lt;/span&gt;&lt;/a&gt;&lt;/div&gt;&lt;div style=&quot;font-size: 13px;&quot;&gt;&lt;br /&gt;
&lt;/div&gt;&lt;h2 style=&quot;color: #444444; font-size: 13px; font-weight: normal;&quot;&gt;&lt;a href=&quot;http://www.blogger.com/&quot; name=&quot;TOC-Reference-4-:&quot; style=&quot;color: #8a8c50; text-decoration: underline;&quot;&gt;&lt;/a&gt;&lt;strong&gt;&lt;span style=&quot;font-family: Cambria, serif;&quot;&gt;Reference 4 :&lt;/span&gt;&lt;/strong&gt;&lt;/h2&gt;&lt;div style=&quot;font-size: 13px;&quot;&gt;&lt;strong&gt;&lt;span style=&quot;font-family: Garamond, serif; font-weight: normal;&quot;&gt;In the book&lt;/span&gt;&lt;/strong&gt;&lt;/div&gt;&lt;div style=&quot;font-size: 13px;&quot;&gt;&lt;strong&gt;&lt;span style=&quot;font-family: Garamond, serif; font-weight: normal;&quot;&gt;“Islam in history: ideas, people, and events in the Middle East”&lt;/span&gt;&lt;/strong&gt;&lt;/div&gt;&lt;div style=&quot;font-size: 13px;&quot;&gt;&lt;strong&gt;&lt;span style=&quot;font-family: Garamond, serif; font-weight: normal;&quot;&gt;&amp;nbsp;By Bernard Lewis its written&lt;/span&gt;&lt;/strong&gt;&lt;/div&gt;&lt;div style=&quot;font-size: 13px;&quot;&gt;&lt;strong&gt;&lt;span style=&quot;font-family: Garamond, serif; font-weight: normal;&quot;&gt;“The mawali (singular) mawla&amp;nbsp; were those Muslims who were not full members by birth of an Arab tribe.The greater part of these were the Non Arabs converts to Islam”&amp;nbsp;&lt;/span&gt;&lt;/strong&gt;&lt;a href=&quot;https://sites.google.com/site/forginghadith/#_ftn5&quot; name=&quot;_ftnref5&quot; style=&quot;color: #8a8c50;&quot; title=&quot;&quot;&gt;&lt;span style=&quot;font-family: Garamond, serif; font-size: 11pt;&quot;&gt;[5]&lt;/span&gt;&lt;/a&gt;&lt;/div&gt;&lt;h2 style=&quot;color: #444444; font-size: 13px; font-weight: normal;&quot;&gt;&lt;a href=&quot;http://www.blogger.com/&quot; name=&quot;TOC-Reference-5-:&quot; style=&quot;color: #8a8c50; text-decoration: underline;&quot;&gt;&lt;/a&gt;&lt;strong&gt;&lt;span style=&quot;font-family: Cambria, serif;&quot;&gt;Reference 5 :&lt;/span&gt;&lt;/strong&gt;&lt;/h2&gt;&lt;div style=&quot;font-size: 13px;&quot;&gt;In the book&lt;/div&gt;&lt;div style=&quot;font-size: 13px;&quot;&gt;“Discovering Islam: making sense of Muslim history and society”&lt;/div&gt;&lt;div style=&quot;font-size: 13px;&quot;&gt;&amp;nbsp;By Akbar S. Ahmed.&lt;/div&gt;&lt;div style=&quot;font-size: 13px;&quot;&gt;&quot;A mawla was a Muslim who was not a member of an Arab tribe by descent,a Persian or an Eygyptian for example.The term did not include non-Muslims,dhimmis.”&lt;a href=&quot;https://sites.google.com/site/forginghadith/#_ftn6&quot; name=&quot;_ftnref6&quot; style=&quot;color: #8a8c50;&quot; title=&quot;&quot;&gt;&lt;span style=&quot;font-family: Garamond, serif; font-size: 11pt;&quot;&gt;[6]&lt;/span&gt;&lt;/a&gt;&lt;/div&gt;&lt;strong style=&quot;font-size: 13px;&quot;&gt;&lt;span style=&quot;font-family: Garamond, serif; font-size: 11pt; font-weight: normal; line-height: 15px;&quot;&gt;&lt;/span&gt;&lt;/strong&gt;&lt;br /&gt;
&lt;div&gt;&lt;strong style=&quot;font-size: 13px;&quot;&gt;&lt;span style=&quot;font-family: Garamond, serif; font-size: 11pt; font-weight: normal; line-height: 15px;&quot;&gt;&lt;br /&gt;
&lt;/span&gt;&lt;/strong&gt;&lt;/div&gt;&lt;br /&gt;
&lt;div align=&quot;left&quot; style=&quot;font-size: 13px; line-height: 14px; margin: 0in 0in 10pt;&quot;&gt;&lt;br /&gt;
&lt;/div&gt;&lt;h1 style=&quot;font-size: 13px;&quot;&gt;&lt;a href=&quot;http://www.blogger.com/&quot; name=&quot;TOC-Summary-of-the-Meaning-of-Mawali&quot; style=&quot;color: #8a8c50; text-decoration: underline;&quot;&gt;&lt;/a&gt;&lt;strong&gt;&lt;span style=&quot;font-family: Cambria, serif; font-size: 18pt; font-weight: normal;&quot;&gt;Summary of the Meaning of Mawali&lt;/span&gt;&lt;/strong&gt;&lt;/h1&gt;&lt;div style=&quot;font-size: 13px;&quot;&gt;In short the word Mawali means the NON ARABS&lt;/div&gt;&lt;div style=&quot;font-size: 13px;&quot;&gt;&lt;br /&gt;
&lt;/div&gt;&lt;div style=&quot;font-size: 13px;&quot;&gt;&lt;br /&gt;
&lt;/div&gt;&lt;div style=&quot;font-size: 13px;&quot;&gt;&lt;strong&gt;&lt;span style=&quot;font-family: Garamond, serif; font-weight: normal;&quot;&gt;Now check what the Saudi paid so called scholars(Jahils)have translated this hadith&lt;/span&gt;&lt;/strong&gt;&lt;/div&gt;&lt;div style=&quot;text-align: left;&quot;&gt;&lt;/div&gt;&lt;div style=&quot;text-align: left;&quot;&gt;&lt;a href=&quot;https://sites.google.com/site/forginghadith/home/devil%20translation.jpg?attredirects=0&quot; imageanchor=&quot;1&quot; style=&quot;background-clip: initial; background-image: none; background-origin: initial; border-bottom-style: none; color: #8a8c50;&quot;&gt;&lt;img border=&quot;0&quot; src=&quot;https://sites.google.com/site/forginghadith/_/rsrc/1328180129459/home/devil%20translation.jpg&quot; style=&quot;-webkit-box-shadow: rgb(204, 204, 204) 0px 0px 6px; border-bottom-left-radius: 5px; border-bottom-right-radius: 5px; border-bottom: rgb(153,153,153) 1px solid; border-image: initial; border-left: rgb(204,204,204) 1px solid; border-right: rgb(153,153,153) 1px solid; border-top-left-radius: 5px; border-top-right-radius: 5px; border-top: rgb(204,204,204) 1px solid; padding-bottom: 7px; padding-left: 7px; padding-right: 7px; padding-top: 7px;&quot; /&gt;&lt;/a&gt;&lt;/div&gt;&lt;div&gt;&lt;br /&gt;
&lt;/div&gt;&lt;div style=&quot;margin-left: 0in;&quot;&gt;&lt;strong&gt;&lt;span style=&quot;font-family: Garamond, serif; font-weight: normal;&quot;&gt;Wrong Translation :&amp;nbsp;&lt;span style=&quot;background-color: #f4cccc; font-size: medium;&quot;&gt;“&lt;/span&gt;&lt;/span&gt;&lt;/strong&gt;&lt;span style=&quot;background-color: #f4cccc; font-family: &#39;Agency FB&#39;, sans-serif;&quot;&gt;&lt;span style=&quot;font-size: medium;&quot;&gt;Narrated Hazrat Abu Huraira(R.A)&quot;When great wars will occur,then Allah subhanahu wa ta ala will rise an Army from the Newly converted Muslims who will have the best Arabic Horse and their weapons will be the best.. Allah subhahu wa ta ala will support Deen (Islam) by them&quot;&lt;/span&gt;&lt;a href=&quot;https://sites.google.com/site/forginghadith/#_ftn7&quot; name=&quot;_ftnref7&quot; style=&quot;color: #8a8c50; font-size: 12pt;&quot; title=&quot;&quot;&gt;&lt;span style=&quot;font-size: 12pt;&quot;&gt;[7]&lt;/span&gt;&lt;/a&gt;&lt;/span&gt;&lt;/div&gt;&lt;div style=&quot;font-size: 13px;&quot;&gt;&lt;br /&gt;
&lt;/div&gt;&lt;div style=&quot;font-size: 13px;&quot;&gt;&lt;strong&gt;&lt;span style=&quot;font-family: Garamond, serif; font-weight: normal;&quot;&gt;And also the same kind of wrong translation is given in the English version.&lt;/span&gt;&lt;/strong&gt;&lt;/div&gt;&lt;div style=&quot;font-size: 13px;&quot;&gt;&lt;br /&gt;
&lt;/div&gt;&lt;div style=&quot;font-size: 13px;&quot;&gt;&lt;br /&gt;
&lt;/div&gt;&lt;div style=&quot;text-align: left;&quot;&gt;&lt;strong&gt;&lt;a href=&quot;https://sites.google.com/site/forginghadith/home/wrong%20translation.jpg?attredirects=0&quot; imageanchor=&quot;1&quot; style=&quot;background-clip: initial; background-image: none; background-origin: initial; border-bottom-style: none; color: #8a8c50;&quot;&gt;&lt;img border=&quot;0&quot; src=&quot;https://sites.google.com/site/forginghadith/_/rsrc/1328180081291/home/wrong%20translation.jpg&quot; style=&quot;-webkit-box-shadow: rgb(204, 204, 204) 0px 0px 6px; border-bottom-left-radius: 5px; border-bottom-right-radius: 5px; border-bottom: rgb(153,153,153) 1px solid; border-image: initial; border-left: rgb(204,204,204) 1px solid; border-right: rgb(153,153,153) 1px solid; border-top-left-radius: 5px; border-top-right-radius: 5px; border-top: rgb(204,204,204) 1px solid; padding-bottom: 7px; padding-left: 7px; padding-right: 7px; padding-top: 7px;&quot; /&gt;&lt;/a&gt;&lt;/strong&gt;&lt;/div&gt;&lt;div style=&quot;font-size: 13px;&quot;&gt;&lt;br /&gt;
&lt;/div&gt;&lt;div style=&quot;font-size: 13px;&quot;&gt;&lt;strong&gt;&lt;span style=&quot;font-family: Garamond, serif; font-weight: normal;&quot;&gt;=====================================================&lt;/span&gt;&lt;/strong&gt;&lt;/div&gt;&lt;div style=&quot;font-size: 13px;&quot;&gt;&lt;strong&gt;&lt;span style=&quot;font-family: Garamond, serif; font-weight: normal;&quot;&gt;Now compare the above wrong translation with the correct translation done by Shykh Qasim&lt;/span&gt;&lt;/strong&gt;&lt;/div&gt;&lt;div style=&quot;font-size: 13px;&quot;&gt;&lt;br /&gt;
&lt;/div&gt;&lt;div style=&quot;font-size: 13px;&quot;&gt;&lt;br /&gt;
&lt;/div&gt;&lt;div style=&quot;font-size: 13px; margin-left: 0in;&quot;&gt;&lt;span dir=&quot;rtl&quot; lang=&quot;AR-SA&quot; style=&quot;color: blue; font-family: &#39;Microsoft Uighur&#39;; font-size: 15pt;&quot;&gt;رسول اللہ صلی اللہ علیہ و آلہ و سلم نے ارشاد فرمایا&amp;nbsp;&lt;/span&gt;&lt;span dir=&quot;rtl&quot; lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Microsoft Uighur&#39;; font-size: 15pt;&quot;&gt;جب بڑی بڑی لڑائیاں ہوں گی تو اللہ تعالی عجمیوں میں سے ایک لشکر اٹھائیں گے جوعرب سے بڑھ کرشہسوار او ر ان سے بہتر ھتیاروں و الے ہوں گے اللہ تعالی انکے ذریعہ دین کی مدد فرمائیں گے&amp;nbsp;&lt;span style=&quot;color: blue;&quot;&gt;سنن ابن ماجۃ ۔جلد سوم حدیث۹۷۱&lt;/span&gt;&lt;/span&gt;&lt;/div&gt;&lt;div style=&quot;font-size: 13px; margin-left: 0in;&quot;&gt;&lt;br /&gt;
&lt;/div&gt;&lt;div style=&quot;font-size: 13px; margin-left: 0in;&quot;&gt;&lt;span style=&quot;font-family: &#39;Agency FB&#39;, sans-serif; font-size: 12pt;&quot;&gt;Narrated Hazrat Abu Huraira(R.A)&quot;When great wars will occur,then Allah subhanahu wa ta ala will rise an Army from the Non Arabs(Mawali) who will be greater riders and will have better weapons than the Arabs. Allah subhahu wa ta ala will support Deen (Islam) by them&quot;&lt;a href=&quot;https://sites.google.com/site/forginghadith/#_ftn8&quot; name=&quot;_ftnref8&quot; style=&quot;color: #8a8c50;&quot; title=&quot;&quot;&gt;&lt;span style=&quot;font-size: 12pt;&quot;&gt;[8]&lt;/span&gt;&lt;/a&gt;&lt;/span&gt;&lt;/div&gt;&lt;div align=&quot;center&quot; style=&quot;font-size: 13px; margin-left: 0in; text-align: center;&quot;&gt;&lt;b&gt;&lt;span style=&quot;font-size: 12pt;&quot;&gt;The above correct translation is taken from the translation of Shaykh Muhammad Qasim Ameen at&lt;a href=&quot;http://islamicbookslibrary.wordpress.com/2011/05/08/2337/&quot; rel=&quot;nofollow&quot; style=&quot;color: #8a8c50;&quot;&gt;http://islamicbookslibrary.wordpress.com/2011/05/08/2337/&lt;/a&gt;&amp;nbsp;and can also be downloaded at&lt;a href=&quot;http://www.quranurdu.com/Ahadith/&quot; rel=&quot;nofollow&quot; style=&quot;color: #8a8c50;&quot;&gt;http://www.quranurdu.com/Ahadith/&lt;/a&gt;&amp;nbsp;.&lt;/span&gt;&lt;/b&gt;&lt;/div&gt;&lt;div style=&quot;font-size: 13px;&quot;&gt;&lt;br /&gt;
&lt;/div&gt;&lt;div style=&quot;font-size: 13px;&quot;&gt;&lt;strong&gt;&lt;span style=&quot;font-family: Garamond, serif; font-weight: normal;&quot;&gt;&amp;nbsp;&lt;/span&gt;&lt;/strong&gt;&lt;strong&gt;&lt;span style=&quot;font-family: Garamond, serif; font-weight: normal;&quot;&gt;&amp;nbsp;&lt;/span&gt;&lt;/strong&gt;&lt;/div&gt;&lt;div style=&quot;font-size: 13px;&quot;&gt;&lt;strong&gt;&lt;span style=&quot;font-family: Garamond, serif; font-weight: normal;&quot;&gt;MAY ALLH SAVE US FROM THE FITNAH OF CHANGING THE MEANING OF AHADITH AMEEN (Allahuma salay ala Muhammad)&lt;/span&gt;&lt;/strong&gt;&lt;/div&gt;&lt;div style=&quot;font-size: 13px;&quot;&gt;&lt;br /&gt;
&lt;/div&gt;&lt;div&gt;&lt;strong&gt;&lt;span style=&quot;font-family: Garamond, serif; font-weight: normal;&quot;&gt;&lt;span style=&quot;font-size: medium;&quot;&gt;Please avoid the translations by DAR-US-SALAM or the books published by so called Salafis Wahhabis or &amp;nbsp;Saudi Arabia.&lt;/span&gt;&lt;/span&gt;&lt;/strong&gt;&lt;br /&gt;
&lt;strong&gt;&lt;span style=&quot;font-family: Garamond, serif;&quot;&gt;&lt;span style=&quot;font-size: x-large;&quot;&gt;&amp;nbsp;More Wrong Translations of Ahadith about End times&lt;/span&gt;&lt;/span&gt;&lt;/strong&gt;&lt;br /&gt;
&lt;span style=&quot;font-family: Garamond, serif; font-size: small;&quot;&gt;&lt;b&gt;Please check the following website for more wrong translations about the time of coming of Imam Mahdi and Prophet Sayyidna Eisa alayhay salam.&lt;/b&gt;&lt;/span&gt;&lt;/div&gt;&lt;div style=&quot;text-align: center;&quot;&gt;&lt;span style=&quot;font-family: Garamond, serif;&quot;&gt;&lt;b&gt;&lt;a href=&quot;https://sites.google.com/site/dontmisleadus/&quot; style=&quot;color: #8a8c50;&quot;&gt;&lt;span style=&quot;font-size: large;&quot;&gt;https://sites.google.com/site/dontmisleadus/&lt;/span&gt;&lt;/a&gt;&lt;/b&gt;&lt;/span&gt;&lt;/div&gt;&lt;strong&gt;&lt;span style=&quot;font-family: Garamond, serif; font-weight: normal;&quot;&gt;&lt;span style=&quot;font-size: large;&quot;&gt;&lt;/span&gt;&lt;/span&gt;&lt;/strong&gt;&lt;br /&gt;
&lt;div&gt;&lt;strong&gt;&lt;span style=&quot;font-family: Garamond, serif; font-weight: normal;&quot;&gt;&lt;span style=&quot;font-size: large;&quot;&gt;&lt;br /&gt;
&lt;/span&gt;&lt;/span&gt;&lt;/strong&gt;&lt;/div&gt;&lt;div style=&quot;font-size: 13px;&quot;&gt;&lt;strong&gt;&lt;span style=&quot;font-family: Garamond, serif;&quot;&gt;&lt;span style=&quot;font-size: large;&quot;&gt;A Hadith about these wrong Translators of Ahadith&lt;/span&gt;&lt;/span&gt;&lt;/strong&gt;&lt;br /&gt;
&lt;br /&gt;
&lt;div class=&quot;MsoNormal&quot;&gt;&lt;span dir=&quot;RTL&quot; lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Microsoft Sans Serif&#39;, sans-serif; font-size: 18pt; line-height: 115%;&quot;&gt;حدثنا أبو عبد الرحمن المقري حدثنا سعيد حدثني أبو هان حميد بن هان الخولاني عن أبي عثمان مسلم بن يسار عن أبي هريرة عن النبي صلى الله عليه وسلم أنه قال سيكون في آخر الزمان ناس من أمتي يحدثونكم ما لم تسمعوا به أنتم ولا آباؤكم فإياكم وإياهم.&lt;/span&gt;&lt;span dir=&quot;RTL&quot; lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Alvi Nastaleeq&#39;; font-size: 18pt; line-height: 115%;&quot;&gt; مسند احمد&lt;/span&gt;&lt;span dir=&quot;RTL&quot; lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Microsoft Sans Serif&#39;, sans-serif; font-size: 18pt; line-height: 115%;&quot;&gt;&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;&lt;div class=&quot;MsoNormal&quot; dir=&quot;RTL&quot; style=&quot;direction: rtl; margin-bottom: 0.0001pt; text-align: right; unicode-bidi: embed;&quot;&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Alvi Nastaleeq&#39;; font-size: 18pt;&quot;&gt;&amp;nbsp;حضرت ابوہریرہ رضی اللہ عنہ سے مروی ہے کہ نبی کریم صلی اللہ علیہ وسلم نے فرمایا عنقریب آخر زمانے میں میری امت میں کچھ ایسے لوگ آئیں گے جو تمہارے سامنے ایسی احادیث بیان کریں گے جو تم نے سنی ہوں گی اور نہ ہی تمہارے آباء و اجداد نے ایسے لوگوں سے اپنے آپ کو بچانا اور ان سے دور رہنا۔ مسند احمد:جلد چہارم:حدیث نمبر 1098&amp;nbsp;  &amp;nbsp;&amp;nbsp;حدیث مرفوع&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;&lt;div align=&quot;right&quot; class=&quot;MsoNormal&quot; dir=&quot;RTL&quot; style=&quot;direction: rtl; margin-bottom: 0.0001pt; text-align: left; unicode-bidi: embed;&quot;&gt;&lt;span dir=&quot;LTR&quot; style=&quot;font-family: &#39;Alvi Nastaleeq&#39;; font-size: 18pt;&quot;&gt;Narrated by Abu Huraira :&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;&lt;div align=&quot;right&quot; class=&quot;MsoNormal&quot; dir=&quot;RTL&quot; style=&quot;direction: rtl; margin-bottom: 0.0001pt; text-align: left; unicode-bidi: embed;&quot;&gt;&lt;span dir=&quot;LTR&quot; style=&quot;font-family: &#39;Alvi Nastaleeq&#39;; font-size: 18pt;&quot;&gt;Dear Prophet Muhammad (Salallaho alayhay wa sallam) said that&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;&lt;div align=&quot;right&quot; class=&quot;MsoNormal&quot; dir=&quot;RTL&quot; style=&quot;direction: rtl; margin-bottom: 0.0001pt; text-align: left; unicode-bidi: embed;&quot;&gt;&lt;span dir=&quot;LTR&quot; style=&quot;font-family: &#39;Alvi Nastaleeq&#39;; font-size: 18pt;&quot;&gt;&quot;Soon in the end times some people from my Ummah(nation) will come who will tell you Ahadith which neither you nor your forefathers have heard.Protect yourself from these people and keep far away from them.&quot; &lt;a href=&quot;http://www.blogger.com/post-edit.g?blogID=7320765894818381501&amp;amp;postID=7074816836951143807#_ftn1&quot; name=&quot;_ftnref1&quot; title=&quot;&quot;&gt;&lt;span class=&quot;MsoFootnoteReference&quot;&gt;&lt;!--[if !supportFootnotes]--&gt;&lt;span class=&quot;MsoFootnoteReference&quot;&gt;&lt;span style=&quot;color: black; font-size: 18pt; line-height: 115%;&quot;&gt;[1]&lt;/span&gt;&lt;/span&gt;&lt;!--[endif]--&gt;&lt;/span&gt;&lt;/a&gt;&lt;/span&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Alvi Nastaleeq&#39;; font-size: 18pt;&quot;&gt;&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;&lt;div&gt;&lt;!--[if !supportFootnotes]--&gt;&lt;br clear=&quot;all&quot; /&gt;  &lt;hr align=&quot;left&quot; size=&quot;1&quot; width=&quot;33%&quot; /&gt;  &lt;!--[endif]--&gt;  &lt;div id=&quot;ftn1&quot;&gt;  &lt;div class=&quot;MsoFootnoteText&quot;&gt;&lt;a href=&quot;http://www.blogger.com/post-edit.g?blogID=7320765894818381501&amp;amp;postID=7074816836951143807#_ftnref1&quot; name=&quot;_ftn1&quot; title=&quot;&quot;&gt;&lt;span class=&quot;MsoFootnoteReference&quot;&gt;&lt;!--[if !supportFootnotes]--&gt;&lt;span class=&quot;MsoFootnoteReference&quot;&gt;&lt;span style=&quot;font-family: &amp;quot;Calibri&amp;quot;,&amp;quot;sans-serif&amp;quot;; font-size: 10.0pt; line-height: 115%; mso-ansi-language: EN-US; mso-ascii-theme-font: minor-latin; mso-bidi-font-family: &amp;quot;Times New Roman&amp;quot;; mso-bidi-language: AR-SA; mso-bidi-theme-font: minor-bidi; mso-fareast-font-family: Calibri; mso-fareast-language: EN-US; mso-fareast-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;&quot;&gt;[1]&lt;/span&gt;&lt;/span&gt;&lt;!--[endif]--&gt;&lt;/span&gt;&lt;/a&gt; &lt;span style=&quot;font-family: &#39;Alvi Nastaleeq&#39;; font-size: 18pt;&quot;&gt;Masnad Ahmad Vol 4,Hadith 1098&lt;/span&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;div style=&quot;font-size: 13px;&quot;&gt;&lt;hr align=&quot;left&quot; size=&quot;1&quot; style=&quot;background-clip: initial; background-color: #d9d584; background-origin: initial; border-bottom-style: dotted; border-left-style: dotted; border-right-style: dotted; border-top-style: dotted; color: #d9d584; height: 1px;&quot; width=&quot;33%&quot; /&gt;&lt;/div&gt;&lt;div style=&quot;font-size: 13px; margin-left: 0in;&quot;&gt;&lt;strong&gt;&lt;span style=&quot;font-family: Garamond, serif; font-weight: normal;&quot;&gt;&lt;span style=&quot;font-size: large;&quot;&gt;&lt;a href=&quot;https://sites.google.com/site/forginghadith/#_ftnref1&quot; name=&quot;_ftn1&quot; style=&quot;color: #8a8c50;&quot; title=&quot;&quot;&gt;&lt;span style=&quot;font-size: 11pt;&quot;&gt;&lt;span style=&quot;font-family: Garamond, serif; font-size: 11pt;&quot;&gt;[1]&lt;/span&gt;&lt;/span&gt;&lt;/a&gt;&amp;nbsp;Sunan Ibn Majah Hadith 971,Page 778 volume 3.&lt;/span&gt;&lt;/span&gt;&lt;/strong&gt;&lt;/div&gt;&lt;div style=&quot;font-size: 13px; margin-left: 0in;&quot;&gt;&lt;strong&gt;&lt;span style=&quot;font-family: Garamond, serif; font-weight: normal;&quot;&gt;&lt;span style=&quot;font-size: large;&quot;&gt;&lt;a href=&quot;https://sites.google.com/site/forginghadith/#_ftnref2&quot; name=&quot;_ftn2&quot; style=&quot;color: #8a8c50;&quot; title=&quot;&quot;&gt;&lt;span style=&quot;font-family: Garamond, serif; font-size: 10pt;&quot;&gt;[2]&lt;/span&gt;&lt;/a&gt;&amp;nbsp;&quot;Nature, man and God in medieval Islam&quot; Page 1113.Can be viewed at books.google.com&lt;/span&gt;&lt;/span&gt;&lt;/strong&gt;&lt;/div&gt;&lt;div style=&quot;font-size: 13px; margin-left: 0in;&quot;&gt;&lt;strong&gt;&lt;span style=&quot;font-family: Garamond, serif; font-weight: normal;&quot;&gt;&lt;span style=&quot;font-size: large;&quot;&gt;&lt;a href=&quot;https://sites.google.com/site/forginghadith/#_ftnref3&quot; name=&quot;_ftn3&quot; style=&quot;color: #8a8c50;&quot; title=&quot;&quot;&gt;&lt;span style=&quot;font-family: Garamond, serif; font-size: 10pt;&quot;&gt;[3]&lt;/span&gt;&lt;/a&gt;&amp;nbsp;Princeton University website at&amp;nbsp;&lt;a href=&quot;http://www.princeton.edu/~batke/itl/denise/mawali.htm&quot; rel=&quot;nofollow&quot; style=&quot;color: #8a8c50;&quot;&gt;http://www.princeton.edu/~batke/itl/denise/mawali.htm&lt;/a&gt;&lt;/span&gt;&lt;/span&gt;&lt;/strong&gt;&lt;/div&gt;&lt;div style=&quot;font-size: 13px; margin-left: 0in;&quot;&gt;&lt;strong&gt;&lt;span style=&quot;font-family: Garamond, serif; font-weight: normal;&quot;&gt;&lt;span style=&quot;font-size: large;&quot;&gt;&lt;a href=&quot;https://sites.google.com/site/forginghadith/#_ftnref4&quot; name=&quot;_ftn4&quot; style=&quot;color: #8a8c50;&quot; title=&quot;&quot;&gt;&lt;span style=&quot;font-size: 10pt;&quot;&gt;&lt;span style=&quot;font-family: Garamond, serif; font-size: 10pt;&quot;&gt;[4]&lt;/span&gt;&lt;/span&gt;&lt;/a&gt;&lt;span style=&quot;font-size: 10pt;&quot;&gt;&amp;nbsp;&lt;strong&gt;&lt;span style=&quot;font-family: Garamond, serif; font-weight: normal;&quot;&gt;“Orphans of Islam: family, abandonment, and secret adoption in Morocco” By Jamila Bargach,P-50.Can be viewed at book.google.com&lt;/span&gt;&lt;/strong&gt;&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;/strong&gt;&lt;/div&gt;&lt;div style=&quot;font-size: 13px; margin-left: 0in;&quot;&gt;&lt;strong&gt;&lt;span style=&quot;font-family: Garamond, serif; font-weight: normal;&quot;&gt;&lt;span style=&quot;font-size: large;&quot;&gt;&lt;a href=&quot;https://sites.google.com/site/forginghadith/#_ftnref5&quot; name=&quot;_ftn5&quot; style=&quot;color: #8a8c50;&quot; title=&quot;&quot;&gt;&lt;span style=&quot;font-size: 10pt;&quot;&gt;&lt;span style=&quot;font-family: Garamond, serif; font-size: 10pt;&quot;&gt;[5]&lt;/span&gt;&lt;/span&gt;&lt;/a&gt;&lt;span style=&quot;font-size: 10pt;&quot;&gt;&amp;nbsp;&lt;strong&gt;&lt;span style=&quot;font-family: Garamond, serif; font-weight: normal;&quot;&gt;“Islam in history: ideas, people, and events in the Middle East”By Bernard Lewis.Can be viewed at book.google.com&lt;/span&gt;&lt;/strong&gt;&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;/strong&gt;&lt;/div&gt;&lt;div style=&quot;font-size: 13px; margin-left: 0in;&quot;&gt;&lt;strong&gt;&lt;span style=&quot;font-family: Garamond, serif; font-weight: normal;&quot;&gt;&lt;span style=&quot;font-size: large;&quot;&gt;&lt;a href=&quot;https://sites.google.com/site/forginghadith/#_ftnref6&quot; name=&quot;_ftn6&quot; style=&quot;color: #8a8c50;&quot; title=&quot;&quot;&gt;&lt;span style=&quot;font-family: Garamond, serif; font-size: 10pt;&quot;&gt;[6]&lt;/span&gt;&lt;/a&gt;&amp;nbsp;Discovering Islam: making sense of Muslim history and society By Akbar S. Ahmed.Page 40.&lt;/span&gt;&lt;/span&gt;&lt;/strong&gt;&lt;/div&gt;&lt;div style=&quot;font-size: 13px; margin-left: 0in;&quot;&gt;&lt;strong&gt;&lt;span style=&quot;font-family: Garamond, serif; font-weight: normal;&quot;&gt;&lt;span style=&quot;font-size: large;&quot;&gt;&lt;a href=&quot;https://sites.google.com/site/forginghadith/#_ftnref7&quot; name=&quot;_ftn7&quot; style=&quot;color: #8a8c50;&quot; title=&quot;&quot;&gt;&lt;span style=&quot;font-size: 11pt;&quot;&gt;&lt;span style=&quot;font-family: Garamond, serif; font-size: 11pt;&quot;&gt;[7]&lt;/span&gt;&lt;/span&gt;&lt;/a&gt;&amp;nbsp;Sunan Ibn Majah Hadith 4090,Page 305 volume 5 published by Dar-us-salam.&lt;/span&gt;&lt;/span&gt;&lt;/strong&gt;&lt;/div&gt;&lt;div style=&quot;font-size: 13px; margin-left: 0in;&quot;&gt;&lt;strong&gt;&lt;span style=&quot;font-family: Garamond, serif; font-weight: normal;&quot;&gt;&lt;span style=&quot;font-size: large;&quot;&gt;&lt;a href=&quot;https://sites.google.com/site/forginghadith/#_ftnref8&quot; name=&quot;_ftn8&quot; style=&quot;color: #8a8c50;&quot; title=&quot;&quot;&gt;&lt;span style=&quot;font-size: 11pt;&quot;&gt;&lt;span style=&quot;font-family: Garamond, serif; font-size: 11pt;&quot;&gt;[8]&lt;/span&gt;&lt;/span&gt;&lt;/a&gt;&amp;nbsp;Sunan Ibn Majah Hadith 971,Page 778 volume 3.&amp;nbsp;&lt;/span&gt;&lt;/span&gt;&lt;/strong&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;</content><link rel='replies' type='application/atom+xml' href='http://jonelya.blogspot.com/feeds/7074816836951143807/comments/default' title='Post Comments'/><link rel='replies' type='text/html' href='http://jonelya.blogspot.com/2012/03/wrong-translations-of-hadith.html#comment-form' title='0 Comments'/><link rel='edit' type='application/atom+xml' href='http://www.blogger.com/feeds/7320765894818381501/posts/default/7074816836951143807'/><link rel='self' type='application/atom+xml' href='http://www.blogger.com/feeds/7320765894818381501/posts/default/7074816836951143807'/><link rel='alternate' type='text/html' href='http://jonelya.blogspot.com/2012/03/wrong-translations-of-hadith.html' title='Wrong translations of Hadith by Saudis'/><author><name>muhammad</name><uri>http://www.blogger.com/profile/09897152893922145455</uri><email>noreply@blogger.com</email><gd:image rel='http://schemas.google.com/g/2005#thumbnail' width='16' height='16' src='https://img1.blogblog.com/img/b16-rounded.gif'/></author><thr:total>0</thr:total></entry><entry><id>tag:blogger.com,1999:blog-7320765894818381501.post-1701774944434820472</id><published>2012-02-07T11:49:00.000-08:00</published><updated>2012-02-07T11:50:17.600-08:00</updated><title type='text'>Beautiful &amp; sweet Prophet Muhammad(Salallaho alayhay wa sallam)</title><content type='html'>&lt;div dir=&quot;ltr&quot; style=&quot;text-align: left;&quot; trbidi=&quot;on&quot;&gt;&lt;br /&gt;
&lt;div style=&quot;border-bottom: solid #4F81BD 1.0pt; border: none; mso-border-bottom-themecolor: accent1; mso-element: para-border-div; padding: 0in 0in 4.0pt 0in;&quot;&gt;&lt;div class=&quot;MsoTitle&quot;&gt;&lt;span style=&quot;font-size: x-large;&quot;&gt;&lt;br /&gt;
&lt;/span&gt;&lt;/div&gt;&lt;/div&gt;&lt;h2&gt;He had the most beautiful face&lt;/h2&gt;&lt;div class=&quot;MsoNormal&quot; dir=&quot;RTL&quot; style=&quot;direction: rtl; margin-bottom: 0.0001pt; text-align: right; unicode-bidi: embed;&quot;&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Muhammadi Bold Font&#39;; font-size: 9pt;&quot;&gt;حدثنا أبو کريب محمد بن العلا حدثنا إسحق بن منصور عن إبراهيم بن يوسف عن أبيه عن أبي إسحق قال سمعت البرا يقولا کان رسول الله صلی الله عليه وسلم أحسن الناس وجها وأحسنه خلقا ليس بالطويل الذاهب ولا بالقصير۔ صحیح مسلم&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;&lt;div class=&quot;MsoNormal&quot; dir=&quot;RTL&quot; style=&quot;direction: rtl; margin-bottom: 0.0001pt; text-align: right; unicode-bidi: embed;&quot;&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Alvi Nastaleeq&#39;; font-size: 16pt;&quot;&gt;ابوکریب محمد بن علاء اسحاق بن منصور ابراہیم، ابن یوسف ابی اسحاق حضرت براء رضی اللہ تعالیٰ عنہ فرماتے ہیں کہ رسول اللہ صلی اللہ علیہ وسلم کا چہرہ اقدس سب لوگوں سے زیادہ خوبصورت تھا اور آپ کے اخلاق سب لوگوں سے زیادہ اچھے تھے نہ زیادہ لمبے قد والے تھے اور نہ ہی چھوٹے قد والے۔ صحیح مسلم:جلد سوم:حدیث نمبر 1566&amp;nbsp; &lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;&lt;div class=&quot;MsoNormal&quot; style=&quot;margin-bottom: 0.0001pt;&quot;&gt;&lt;span style=&quot;font-size: 14pt;&quot;&gt;Al-Bara&#39; reported that Allah&#39;s Messenger (may peace be upon him) had the most beautiful face amongst men and he had the best disposition and he was neither very tall nor short-statured.&lt;a href=&quot;file:///C:/Documents%20and%20Settings/ammi/My%20Documents/Beautiful.docx#_ftn1&quot; name=&quot;_ftnref1&quot; title=&quot;&quot;&gt;&lt;span class=&quot;MsoFootnoteReference&quot;&gt;&lt;span class=&quot;MsoFootnoteReference&quot;&gt;&lt;span style=&quot;font-family: Calibri, sans-serif; font-size: 14pt; line-height: 115%;&quot;&gt;[1]&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;/a&gt;&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;&lt;div class=&quot;MsoNormal&quot; style=&quot;margin-bottom: 0.0001pt;&quot;&gt;&lt;br /&gt;
&lt;/div&gt;&lt;h2&gt;“I’ve never seen anyone more beautiful than him”&lt;/h2&gt;&lt;div class=&quot;MsoNormal&quot; dir=&quot;RTL&quot; style=&quot;direction: rtl; margin-bottom: 0.0001pt; text-align: right; unicode-bidi: embed;&quot;&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Muhammadi Bold Font&#39;; font-size: 9pt;&quot;&gt;حدثنا محمد بن المثنی ومحمد بن بشار قالا حدثنا محمد بن جعفر حدثنا شعبة قال سمعت أبا إسحق قال سمعت البرا يقولا کان رسول الله صلی الله عليه وسلم رجلا مربوعا بعيد ما بين المنکبين عظيم الجمة إلی شحمة أذنيه عليه حلة حمرا ما رأيت شيا قط أحسن منه صلی الله عليه وسلم&lt;/span&gt;&lt;span dir=&quot;LTR&quot; style=&quot;font-family: &#39;Muhammadi Bold Font&#39;; font-size: 9pt;&quot;&gt;&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;&lt;div class=&quot;MsoNormal&quot; dir=&quot;RTL&quot; style=&quot;direction: rtl; margin-bottom: 0.0001pt; text-align: right; unicode-bidi: embed;&quot;&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Alvi Nastaleeq&#39;; font-size: 16pt;&quot;&gt;محمد بن مثنی، محمد بن بشار، محمد بن جعفر، شعبہ، ابواسحاق ، حضرت برا فرماتے ہیں کہ رسول اللہ میانہ قد کے آدمی تھے آپ صلی اللہ علیہ وسلم کے دونوں شانوں کا درمیانی حصہ وسیع تھا آپ صلی اللہ علیہ وسلم گنجان بالوں والے تھے جو کہ کانوں کی لو تک آتے تھے، آپ پر ایک سرخ دھاری دار چادر تھی میں نے آپ صلی اللہ علیہ وسلم سے زیادہ حسین چیز کبھی نہیں دیکھی۔ صحیح مسلم:جلد سوم:حدیث نمبر 1564&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;&lt;div class=&quot;MsoNormal&quot; style=&quot;margin-bottom: 0.0001pt; text-align: justify;&quot;&gt;&lt;span style=&quot;font-size: 14pt;&quot;&gt;Al-Bara&#39; reported that Allah&#39;s Messenger (may peace be upon him) was of medium height, having broad shoulders, with his hair hanging down on the lobes of his ears. He put on a red mantle over him, and never have I seen anyone more handsome than Allah&#39;s Apostle (may peace be upon him).&lt;a href=&quot;file:///C:/Documents%20and%20Settings/ammi/My%20Documents/Beautiful.docx#_ftn2&quot; name=&quot;_ftnref2&quot; title=&quot;&quot;&gt;&lt;span class=&quot;MsoFootnoteReference&quot;&gt;&lt;span class=&quot;MsoFootnoteReference&quot;&gt;&lt;span style=&quot;font-family: Calibri, sans-serif; font-size: 14pt; line-height: 115%;&quot;&gt;[2]&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;/a&gt;&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;&lt;div class=&quot;MsoNormal&quot; dir=&quot;RTL&quot; style=&quot;direction: rtl; margin-bottom: 0.0001pt; text-align: right; unicode-bidi: embed;&quot;&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Muhammadi Bold Font&#39;; font-size: 9pt;&quot;&gt;حدثنا سفيان بن وکيع قال حدثنا أبي عن المسعودي بهذا الإسناد نحوه بمعناه حدثنا أحمد بن عبدة الضبي البصري وعلي بن حجر وأبو جعفر محمد بن الحسين وهو ابن أبي حليمة والمعنی واحد قالوا حدثنا عيسی بن يونس عن عمر بن عبد الله مولی غفرة قال حدثني إبراهيم بن محمد من ولد علي بن أبي طالب قال کان علي إذا وصف رسول الله صلی الله عليه وسلم قال لم يکن رسول الله صلی الله عليه وسلم بالطويل الممغط ولا بالقصير المتردد وکان ربعة من القوم لم يکن بالجعد القطط ولا بالسبط کان جعدا رجلا ولم يکن بالمطهم ولا بالمکلثم وکان في وجهه تدوير أبيض مشرب أدعج العينين أهدب الأشفار جليل المشاش والکتد أجرد ذو مسربة شثن الکفين والقدمين إذا مشی کأنما ينحط في صبب وإذا التفت التفت معا بين کتفيه خاتم النبوة وهو خاتم النبيين أجود الناس صدرا وأصدق الناس لهجة وألينهم عريکة وأکرمهم عشرة من رآه بديهة هابه ومن خالطه معرفة أحبه يقول ناعته لم أر قبله ولا بعده مثله صلی الله عليه وسلم قال أبو عيسی سمعت أبا جعفر محمد بن الحسين يقول سمعت الأصمعي يقول في تفسير صفة النبي صلی الله عليه وسلم الممغط الذاهب طولا وقال سمعت أعرابيا يقول في کلامه ممغط في نشابته أي مدها مدا شديدا والمتردد الداخل بعضه في بعض قصرا وأما القطط فالشديد الجعودة والترجل الذي في شعره حجونة أي تثن قليل وأما المطهم فالبادن الکثير اللحم والمکلثم المدور الوجه والمشرب الذي في بياضه حمرة والأدعج الشديد سواد العين والأهدب الطويل الأشفار&lt;/span&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Alvi Nastaleeq&#39;; font-size: 16pt;&quot;&gt;&amp;nbsp;  &amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &amp;nbsp;&amp;nbsp;&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;&lt;div class=&quot;MsoNormal&quot; dir=&quot;RTL&quot; style=&quot;direction: rtl; margin-bottom: 0.0001pt; text-align: right; unicode-bidi: embed;&quot;&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Alvi Nastaleeq&#39;; font-size: 16pt;&quot;&gt;&amp;nbsp;ابراہیم بن محمد جو حضرت علی رضی اللہ تعالیٰ عنہ کی اولاد میں سے ہیں (یعنی پوتے ہیں) وہ فرماتے ہیں کہ حضرت علی رضی اللہ تعالیٰ عنہ جب حضور صلی اللہ علیہ وسلم کے حلیہ مبارک کا بیان فرماتے تو کہا کرتے تھے، کہ حضور صلی اللہ علیہ وسلم نہ زیادہ لانبے تھے، نہ زیادہ پستہ قد بلکہ میانہ قد لوگوں میں تھے۔ حضور صلی اللہ علیہ وسلم کے بال مبارک نہ بالکل پیچدار تھے نہ بالکل سیدھے۔ بلکہ تھوڑی سی پیچیدگی لئے ہوئے تھے، نہ آپ صلی اللہ علیہ وسلم موٹے بدن کے تھے نہ گول چہرہ کے البتہ تھوڑی سی گولائی آپ کے چہرہ مبارک میں تھی (یعنی چہرہ انور نہ بالکل گول تھا نہ بالکل لانبا بلکہ دونوں کے درمیان تھا) حضور صلی اللہ علیہ وسلم کا رنگ سفید سرخی مائل تھا۔ حضور صلی اللہ علیہ وسلم کی مبارک آنکھیں نہایت سیاہ تھیں اور پلکیں دراز، بدن کے جوڑوں کی ہڈیاں موٹی تھیں (مثلا کہنیاں اور گھٹنے) اور ایسے ہی دونوں مونڈھوں کے درمیان کی جگہ بھی موٹی اور پُر گوشت تھی، آپ صلی اللہ علیہ وسلم کے بدن مبارک پر (معمولی طور سے زائد) بال نہیں تھے (یعنی بعض آدمی ایسے ہوتے ہیں کہ ان کے بدن پر بال زیادہ ہو جاتے ہیں حضور اقدس صلی اللہ علیہ وسلم کے بدن مبارک پر خاص خاص حصوں کے علاوہ جیسے بازو پنڈلیاں وغیرہ ان کے علاوہ اور کہیں بال نہ تھے) آپ صلی اللہ علیہ وآلہ وسلم کے سینہ مبارک سے ناف تک بالوں کی لکیر تھی آپ صلی اللہ علیہ وآلہ وسلم کے ہاتھ اور قدم مبارک پُر گوشت تھے۔ جب آپ صلی اللہ علیہ وسلم تشریف لے چلتے تو قدموں کو قوت سے اٹھاتے گویا کہ پستی کی طرف چل رہے ہیں، جب آپ کسی کی طرف توجہ فرماتے تو پورے بدن مبارک کے ساتھ توجہ فرماتے تھے (یعنی یہ کہ صرف گردن پھیر کر کسی کی طرف متوجہ نہیں ہوتے تھے۔ اس لئے کہ اس طرح دوسروں کے ساتھ لا پرواہی ظاہر ہوتی ہے اور بعض اوقات متکبرانہ حالت ہو جاتی ہے، بلکہ سینہ مبارک سمیت اس طرف رخ فرماتے )۔ بعض علماء نے اس کا مطلب یہ بھی فرمایا ہے کہ جب آپ صلی اللہ علیہ وسلم توجہ فرماتے تو تمام چہرہ مبارک سے فرماتے ، کن اکھیوں سے نہیں ملاحظہ فرماتے تھے۔ مگر یہ مطلب اچھا نہیں آپ صلی اللہ علیہ وسلم کے دونوں مبارک شانوں کے درمیان مہر نبوت تھی۔ آپ صلی اللہ علیہ وسلم ختم کرنے والے تھے نبیوں کے، آپ صلی اللہ علیہ وسلم سب سے زیادہ سخی دل والے تھے۔ اور سب سے زیادہ سچی زبان والے تھے۔ سب سے زیادہ نرم طبیعت والے تھے۔ اور سب سے زیادہ شریف گھرانے والے تھے۔ (غرض آپ صلی اللہ علیہ وسلم دل و زبان، طبیعت، خاندان اوصاف ذاتی اور نسبتی ہر چیز میں سب سے زیادہ افضل تھے) آپ صلی اللہ علیہ وسلم کو جو شخص یکایک دیکھتا مرعوب ہو جاتا تھا۔ (یعنی آپ صلی اللہ علیہ وسلم کا وقار اس قدر زیادہ تھا کہ اول وہلہ میں دیکھنے والا رعب کی وجہ سے ہیبت میں آ جاتا تھا) اول تو جمال وخوبصورتی کے لئے بھی رعب ہوتا ہے شوق افزوں مانع عرض تمنا آداب حسن بارہا دل نے اٹھائے ایسی لذت کے مزے اس کے ساتھ جب کمالات کا اضافہ ہو تو پھر رعب کا کیا پوچھنا۔ اس کے علاوہ حضور اقدس صلی اللہ علیہ وسلم کو جو مخصوص چیزیں عطا ہوئیں، ان میں رعب بھی اللہ تعالیٰ کی طرف سے عطا کیا گیا۔ اور جو شخص پہچان کر میل جول کرتا تھا وہ (آپ صلی اللہ علیہ وسلم کے اخلاق کریمہ واوصاف جمیلہ کا گھائل ہو کر) آپ صلی اللہ علیہ وسلم کو محبوب بنا لیتا تھا۔ آپ صلی اللہ علیہ وسلم کا حلیہ بیان کرنے والا صرف یہ کہہ سکتا ہے کہ میں نے حضور اکرم صلی اللہ علیہ وسلم جیسا باجمال وباکمال نہ حضور صلی اللہ علیہ وسلم سے پہلے دیکھا نہ بعد میں دیکھا۔ (صلی اللہ علیہ وسلم)&lt;/span&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Muhammadi Bold Font&#39;; font-size: 9pt;&quot;&gt; &lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;&lt;div class=&quot;MsoNormal&quot; dir=&quot;RTL&quot; style=&quot;direction: rtl; margin-bottom: 0.0001pt; text-align: right; unicode-bidi: embed;&quot;&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Alvi Nastaleeq&#39;; font-size: 16pt;&quot;&gt;شمائل ترمذی:جلد اول:حدیث نمبر 6&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;&lt;div class=&quot;MsoNormal&quot; style=&quot;margin-bottom: 0.0001pt;&quot;&gt;&lt;span style=&quot;font-size: 14pt;&quot;&gt;It is related from Ebrahim bin Muhammad (Radiallahu anhu) who is from the sons (grand sons of Ali radiallahu anhu, that whenever Ali radiallahu anhu described the nobel features of Rasulullah (Sallallahu alaihe wasallam), he used to say: &quot;Rasulullah (Sallallahu alaihe wasallam) was neither very tall nor short, but of a medium stature among people.&amp;nbsp; His hair was neither very curly nor very straight, but had a slight wave in it.&amp;nbsp; He did not have a big body nor a round face, but his mubaarak face was slightly round (meaning he did not have a fully round face nor a fully elongated face, bur in between the two).&amp;nbsp; The complexion of Rasulullah (Sallallahu alaihe wasallam) was white with redness in it.&amp;nbsp; The mubaarak eyes of Rasulullah (Sallallahu alaihe wasallam) were extremely black.&amp;nbsp; His eyelashes were long.&amp;nbsp; The joints of the body (e.g. elbows and knees etc.) were large, likewise the portion between the two shoulders was broad and fully fleshed.&amp;nbsp; There was no hair (more than normal) on his body. (Some people have profuse hair on their body.&amp;nbsp; Sayyidina Rasulullah (Sallallahu alaihe wasallam) did not have hair on the parts of his body, besides places like the arms and legs etc.)&amp;nbsp; He had a thin line of hair running from the chest to the navel.&amp;nbsp; The hands and feet of Rasulullah (Sallallahu alaihe wasallam) were fully fleshed.&amp;nbsp; When he walked, he lifted his legs with vigour, as if he were descending to a low-lying place.&amp;nbsp; When he addressed a person he turned his whole body towards that person. (He did not only turn his face towards the person he addressed, as this is considered impolite, and sometimes, it even denotes pride.&amp;nbsp; Sayyidina Rasulullah (Sallallahu alaihe wasallam) faced the person he spoke to, with his chest and body.&amp;nbsp; Some scholars have translated this as, when Sayyidina Rasulullah (Sallallahu alaihe wasallam) addressed someone, he completely turned his face towards that person, and did not give a side glance.&amp;nbsp; This is not a suitable translation).&amp;nbsp; The seal of Prophethood was situated between his shoulders.&amp;nbsp; He was a last of all prophets.&amp;nbsp; He was the most generous and the most truthful.&amp;nbsp; He was the most kind-hearted and came from a most noble family.&amp;nbsp; (It means his character, family back-ground and everything else was of the best).&amp;nbsp; Any person who saw him suddenly would become awe-inspired.&amp;nbsp; Sayyidina Rasulullah (Sallallahu alaihe wasallam) had such a great personality and dignity, that the person who saw him for the first time, because of his awe-inspiring personality, would be overcome with a feeling of profound respect.&amp;nbsp; Firstly, there is a ro`b (awe) for physical beauty, with this when other Kamaalat are added what more could then be said of the ro&#39;b (awe).&amp;nbsp; Besides, the special attributes and qualities granted to Sayyidina Rasulullah (Sallallahu alaihe wasallam) ro&#39;b (awe) is also one of the special qualities granted to him).&amp;nbsp; Anyone who came in close contact with him, and knew his excellent character was smitten with the love of his excellent attributes.&amp;nbsp; Anyone who described his noble&amp;nbsp; features can only say: &quot;I have not seen anyone beautiful like Rasulullah (Sallallahu alaihe wasallam) neither before nor after him.&quot;&lt;a href=&quot;file:///C:/Documents%20and%20Settings/ammi/My%20Documents/Beautiful.docx#_ftn3&quot; name=&quot;_ftnref3&quot; title=&quot;&quot;&gt;&lt;span class=&quot;MsoFootnoteReference&quot;&gt;&lt;span class=&quot;MsoFootnoteReference&quot;&gt;&lt;span style=&quot;font-family: Calibri, sans-serif; font-size: 14pt; line-height: 115%;&quot;&gt;[3]&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;/a&gt;&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;&lt;div class=&quot;MsoNormal&quot;&gt;&lt;br /&gt;
&lt;/div&gt;&lt;h2&gt;He had the most beautiful slightly curled hair&lt;/h2&gt;&lt;div class=&quot;MsoNormal&quot; dir=&quot;RTL&quot; style=&quot;direction: rtl; margin-bottom: 0.0001pt; text-align: right; unicode-bidi: embed;&quot;&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Muhammadi Bold Font&#39;; font-size: 9pt;&quot;&gt;حدثنا شيبان بن فروخ حدثنا جرير بن حازم حدثنا قتادة قال قلت لأنس بن مالک کيف کان شعر رسول الله صلی الله عليه وسلم قال کان شعرا رجلا ليس بالجعد ولا السبط بين أذنيه وعاتقه&lt;/span&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Alvi Nastaleeq&#39;; font-size: 16pt;&quot;&gt; &lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;&lt;div class=&quot;MsoNormal&quot; dir=&quot;RTL&quot; style=&quot;direction: rtl; margin-bottom: 0.0001pt; text-align: right; unicode-bidi: embed;&quot;&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Alvi Nastaleeq&#39;; font-size: 16pt;&quot;&gt;&amp;nbsp;شیبان بن فروخ جریربن حازم ، حضرت قتادہ فرماتے ہیں کہ میں نے حضرت انس رضی اللہ تعالیٰ عنہ بن مالک رضی اللہ تعالیٰ عنہ سے پوچھا کہ رسول اللہ صلی اللہ علیہ وسلم کے بال مبارک کیسے تھے؟ انہوں نے فرمایا درمیانے قسم کے تھے نہ تو بہت زیادہ گھونگریالے اور نہ ہی بہت سیدھے آپ کے کانوں اور کندھوں کے درمیان تک آپ صلی اللہ علیہ وسلم کے بال تھے۔ صحیح مسلم:جلد سوم:حدیث نمبر 1567&amp;nbsp; &lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;&lt;div class=&quot;MsoNormal&quot; style=&quot;margin-bottom: 0.0001pt;&quot;&gt;&lt;span style=&quot;font-size: 14pt;&quot;&gt;Qatada reported: I asked Anas b. Malik: How was the hair of Allah&#39;s Messenger (may peace be upon him)? Thereupon he said: His hair was neither very curly nor very straight, and they hung over his shoulders and earlobes.&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;&lt;div class=&quot;MsoNormal&quot;&gt;&lt;br /&gt;
&lt;/div&gt;&lt;div class=&quot;MsoNormal&quot; dir=&quot;RTL&quot; style=&quot;direction: rtl; margin-bottom: 0.0001pt; text-align: right; unicode-bidi: embed;&quot;&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Muhammadi Bold Font&#39;; font-size: 9pt;&quot;&gt;حدثنا يحيی بن يحيی وأبو کريب قالا حدثنا إسمعيل ابن علية عن حميد عن أنس قال کان شعر رسول الله صلی الله عليه وسلم إلی أنصاف أذنيه&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;&lt;div class=&quot;MsoNormal&quot; dir=&quot;RTL&quot; style=&quot;direction: rtl; margin-bottom: 0.0001pt; text-align: right; unicode-bidi: embed;&quot;&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Alvi Nastaleeq&#39;; font-size: 16pt;&quot;&gt;&amp;nbsp;&amp;nbsp; یحیی بن یحیی، ابوکریب اسماعیل بن علیہ حمید ، حضرت انس رضی اللہ تعالیٰ عنہ سے روایت ہے کہ فرماتے ہیں کہ رسول اللہ صلی اللہ علیہ وسلم کے بال مبارک آدھے کانوں تک تھے۔ صحیح مسلم:جلد سوم:حدیث نمبر 1569&amp;nbsp; &lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;&lt;div class=&quot;MsoNormal&quot; style=&quot;margin-bottom: 0.0001pt;&quot;&gt;&lt;span style=&quot;font-size: 14pt;&quot;&gt;Anas reported that the hair of Allah&#39;s Apostle (may peace be upon him) reached half of the earlobe.&lt;a href=&quot;file:///C:/Documents%20and%20Settings/ammi/My%20Documents/Beautiful.docx#_ftn4&quot; name=&quot;_ftnref4&quot; title=&quot;&quot;&gt;&lt;span class=&quot;MsoFootnoteReference&quot;&gt;&lt;span class=&quot;MsoFootnoteReference&quot;&gt;&lt;span style=&quot;font-family: Calibri, sans-serif; font-size: 14pt; line-height: 115%;&quot;&gt;[4]&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;/a&gt;&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;&lt;div class=&quot;MsoNormal&quot;&gt;&lt;br /&gt;
&lt;/div&gt;&lt;h2&gt;He has beautiful eyes&amp;nbsp; &lt;/h2&gt;&lt;div class=&quot;MsoNormal&quot; dir=&quot;RTL&quot; style=&quot;direction: rtl; margin-bottom: 0.0001pt; text-align: right; unicode-bidi: embed;&quot;&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Muhammadi Bold Font&#39;; font-size: 9pt;&quot;&gt;حدثنا محمد بن المثنی ومحمد بن بشار واللفظ لابن المثنی قالا حدثنا محمد بن جعفر حدثنا شعبة عن سماک بن حرب قال سمعت جابر بن سمرة قال کان رسول الله صلی الله عليه وسلم ضليع الفم أشکل العين منهوس العقبين قال قلت لسماک ما ضليع الفم قال عظيم الفم قال قلت ما أشکل العين قال طويل شق العين قال قلت ما منهوس العقب قال قليل لحم العقب&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;&lt;div class=&quot;MsoNormal&quot; dir=&quot;RTL&quot; style=&quot;direction: rtl; margin-bottom: 0.0001pt; text-align: right; unicode-bidi: embed;&quot;&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Alvi Nastaleeq&#39;; font-size: 16pt;&quot;&gt;محمد بن مثنی، محمد بن بشار، ابن مثنی محمد بن جعفر، شعبہ، حضرت جابر بن سمرہ رضی اللہ تعالیٰ عنہ فرماتے ہیں کہ رسول اللہ صلی اللہ علیہ وسلم فراخ منہ والے تھے آپ صلی اللہ علیہ وسلم کی آنکھوں کی سفیدی میں سرخ ڈورے پڑے ہوئے تھے آپ صلی اللہ علیہ وسلم کی ایڑیوں میں بہت کم گوشت تھا راوی کہتے ہیں کہ میں نے سماک سے پوچھا کہ ضَلِيعَ الْفَمِ مَ کا کیا معنی ہے انہوں نے فرمایا فراخ منہ راوی نے کہا کہ پھر میں نے پوچھا کہ أَشْکَلَ الْعَيْنِ کا کیا معنی انہوں نے فرمایا دراز آنکھوں کے شگاف راوی کہتے ہیں کہ میں نے پھر پوچھا کہ نْهُوسَ الْعَقِبَ کے کیا معنی ہیں انہوں نے فرمایا تھوڑے گوشت والی ایڑی۔ صحیح مسلم:جلد سوم:حدیث نمبر 1570&amp;nbsp;&amp;nbsp; &lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;&lt;div class=&quot;MsoNormal&quot; style=&quot;margin-bottom: 0.0001pt;&quot;&gt;&lt;span style=&quot;font-size: 14pt;&quot;&gt;Jabir b. Samura reported that Allah&#39;s Messenger (may peace be upon him) had a broad face with reddish (wide) eyes, and lean heels. Shu&#39;ba reported: I said to Simak: What does this dali-ul-fam mean? And he said: This means broad face. I said: What does this ashkal mean? He said: Long in the slit of the eye. I said: What is this manhus-ul-aqibain? He said: It implies little flesh at the heels.&lt;a href=&quot;file:///C:/Documents%20and%20Settings/ammi/My%20Documents/Beautiful.docx#_ftn5&quot; name=&quot;_ftnref5&quot; title=&quot;&quot;&gt;&lt;span class=&quot;MsoFootnoteReference&quot;&gt;&lt;span class=&quot;MsoFootnoteReference&quot;&gt;&lt;span style=&quot;font-family: Calibri, sans-serif; font-size: 14pt; line-height: 115%;&quot;&gt;[5]&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;/a&gt;&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;&lt;div class=&quot;MsoNormal&quot;&gt;&lt;br /&gt;
&lt;/div&gt;&lt;h2&gt;He has a beautiful fair complexion&lt;/h2&gt;&lt;div class=&quot;MsoNormal&quot; dir=&quot;RTL&quot; style=&quot;direction: rtl; margin-bottom: 0.0001pt; text-align: right; unicode-bidi: embed;&quot;&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Muhammadi Bold Font&#39;; font-size: 9pt;&quot;&gt;حدثنا عبيد الله بن عمر القواريري حدثنا عبد الأعلی بن عبد الأعلی عن الجريري عن أبي الطفيل قال رأيت رسول الله صلی الله عليه وسلم وما علی وجه الأرض رجل رآه غيري قال فقلت له فکيف رأيته قال کان أبيض مليحا مقصدا&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;&lt;div class=&quot;MsoNormal&quot; dir=&quot;RTL&quot; style=&quot;direction: rtl; margin-bottom: 0.0001pt; text-align: right; unicode-bidi: embed;&quot;&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Alvi Nastaleeq&#39;; font-size: 16pt;&quot;&gt;&amp;nbsp; عبیداللہ بن عمر قواریری عبدالاعلی جریری حضرت ابوالطفیل رضی اللہ تعالیٰ عنہ سے روایت ہے کہ میں نے رسول اللہ صلی اللہ علیہ وسلم کو دیکھا ہے اور اب کرہ ارض پر میرے علاوہ کوئی آدمی رسول اللہ صلی اللہ علیہ وسلم کو دیکھنے والا نہیں ہے حضرت جریری فرماتے ہیں کہ میں نے حضرت ابوالطفیل رضی اللہ تعالیٰ عنہ سے پوچھا کہ آپ نے رسول اللہ صلی اللہ علیہ وسلم کو کیسا دیکھا ہے حضرت ابوالطفیل فرمانے لگے کہ آپ صلی اللہ علیہ وسلم کا رنگ سفید ملاحت دار تھا اور درمیانہ قد والے تھے۔ امام مسلم بن حجاج فرماتے ہیں کہ حضرت ابوالطفیل نے 100ھ میں وفات پائی اور رسول اللہ صلی اللہ علیہ وسلم کے صحابہ کرام میں سے سب سے آخر میں وفات پانے والے یہی حضرت ابوالطفیل تھے۔ صحیح مسلم:جلد سوم:حدیث نمبر 1572 &lt;/span&gt;&lt;span dir=&quot;LTR&quot; style=&quot;font-family: &#39;Alvi Nastaleeq&#39;; font-size: 16pt;&quot;&gt;&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;&lt;div class=&quot;MsoNormal&quot; style=&quot;margin-bottom: 0.0001pt;&quot;&gt;&lt;span style=&quot;font-size: 14pt;&quot;&gt;Abu Tufail reported: I saw Allah&#39;s Messenger (may peace be upon him) and there is one amongst the people of the earth who are living at the present time and had seen him except me. I said to him: How did you find him? He said: He had an elegant white color, and he was of an average height.&lt;/span&gt;&lt;span style=&quot;font-size: 14.5pt;&quot;&gt; Muslim b. Hajjaj said: Abu Tufail who died in 100 Hijra was the last of the Companions of Allah&#39;s Messenger (may peace be upon him).&lt;a href=&quot;file:///C:/Documents%20and%20Settings/ammi/My%20Documents/Beautiful.docx#_ftn6&quot; name=&quot;_ftnref6&quot; title=&quot;&quot;&gt;&lt;span class=&quot;MsoFootnoteReference&quot;&gt;&lt;span class=&quot;MsoFootnoteReference&quot;&gt;&lt;span style=&quot;font-family: Calibri, sans-serif; font-size: 14.5pt; line-height: 115%;&quot;&gt;[6]&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;/a&gt;&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;&lt;div class=&quot;MsoNormal&quot; dir=&quot;RTL&quot; style=&quot;direction: rtl; margin-bottom: 0.0001pt; text-align: right; unicode-bidi: embed;&quot;&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Muhammadi Bold Font&#39;; font-size: 9pt;&quot;&gt;حدثنا سعيد بن منصور حدثنا خالد بن عبد الله عن الجريري عن أبي الطفيل قال قلت له أرأيت رسول الله صلی الله عليه وسلم قال نعم کان أبيض مليح الوجه رضي الله تعالی عنها مات أبو الطفيل سنة ماة وکان آخر من مات من أصحاب رسول الله صلی الله عليه وسلم&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;&lt;div class=&quot;MsoNormal&quot; dir=&quot;RTL&quot; style=&quot;direction: rtl; margin-bottom: 0.0001pt; text-align: right; unicode-bidi: embed;&quot;&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Alvi Nastaleeq&#39;; font-size: 16pt;&quot;&gt;&amp;nbsp;سعید بن منصور، خالد بن عبداللہ حضرت جریری رضی اللہ تعالیٰ عنہ سے روایت ہے کہ میں نے حضرت ابوالطفیل سے پوچھا کہ کیا آپ نے رسول اللہ صلی اللہ علیہ وسلم کو دیکھا ہے انہوں نے فرمایا ہاں آپ کے چہرہ اقدس کا رنگ مبارک سفید ملاحت دار تھا امام مسلم بن حجاج فرماتے ہیں کہ حضرت ابوالطفیل نے 100ھ میں وفات پائی اور رسول اللہ صلی اللہ علیہ وسلم کے صحابہ کرام میں سے سب سے آخر میں وفات پانے والے یہی حضرت ابوالطفیل تھے۔ صحیح مسلم:جلد سوم:حدیث نمبر 1571 &lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;&lt;div class=&quot;MsoNormal&quot; style=&quot;margin-bottom: 0.0001pt;&quot;&gt;&lt;span style=&quot;font-size: 14pt;&quot;&gt;Jurairi reported: I said to Abu Tufail: Did you see Allah&#39;s Messenger (may peace be upon him)? He said: Yes, he had a white handsome face. Muslim b. Hajjaj said: Abu Tufail who died in 100 Hijra was the last of the Companions of Allah&#39;s Messenger (may peace be upon him).&lt;a href=&quot;file:///C:/Documents%20and%20Settings/ammi/My%20Documents/Beautiful.docx#_ftn7&quot; name=&quot;_ftnref7&quot; title=&quot;&quot;&gt;&lt;span class=&quot;MsoFootnoteReference&quot;&gt;&lt;span class=&quot;MsoFootnoteReference&quot;&gt;&lt;span style=&quot;font-family: Calibri, sans-serif; font-size: 14pt; line-height: 115%;&quot;&gt;[7]&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;/a&gt;&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;&lt;h2&gt;He remained young all his life&lt;/h2&gt;&lt;div class=&quot;MsoNormal&quot; dir=&quot;RTL&quot; style=&quot;direction: rtl; margin-bottom: 0.0001pt; text-align: right; unicode-bidi: embed;&quot;&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Muhammadi Bold Font&#39;; font-size: 9pt;&quot;&gt;حدثنا محمد بن بکار بن الريان حدثنا إسمعيل بن زکريا عن عاصم الأحول عن ابن سيرين قال سألت أنس بن مالک هل کان رسول الله صلی الله عليه وسلم خضب فقال لم يبلغ الخضاب کان في لحيته شعرات بيض قال قلت له أکان أبو بکر يخضب قال فقال نعم بالحنا والکتم&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;&lt;div class=&quot;MsoNormal&quot; dir=&quot;RTL&quot; style=&quot;direction: rtl; margin-bottom: 0.0001pt; text-align: right; unicode-bidi: embed;&quot;&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Alvi Nastaleeq&#39;; font-size: 16pt;&quot;&gt;&amp;nbsp; &lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;&lt;div class=&quot;MsoNormal&quot; dir=&quot;RTL&quot; style=&quot;direction: rtl; margin-bottom: 0.0001pt; text-align: right; unicode-bidi: embed;&quot;&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Alvi Nastaleeq&#39;; font-size: 16pt;&quot;&gt;&amp;nbsp;محمد بن بکار بن ریان اسماعیل بن زکریا، عاصم، احول ، حضرت ابن سیرین رضی اللہ تعالیٰ عنہ فرماتے ہیں کہ میں نے حضرت انس بن مالک رضی اللہ تعالیٰ عنہ سے پوچھا کہ کیا رسول اللہ صلی اللہ علیہ وسلم نے خضاب لگایا ہے تو انہوں نے فرمایا آپ صلی اللہ علیہ وسلم خضاب کے درجے کو پہنچے ہی نہیں آپ صلی اللہ علیہ وسلم کی داڑھی مبارک میں صرف چند بال سفید تھے حضرت ابن سیرین کہتے ہیں کہ میں نے پھر حضرت انس رضی اللہ تعالیٰ عنہ سے پوچھا کہ کیا حضرت ابوبکر رضی اللہ تعالیٰ عنہ خضاب لگاتے تھے تو انہوں نے فرمایا ہاں مہندی اور وسمہ کے ساتھ۔ صحیح مسلم:جلد سوم:حدیث نمبر 1574&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;&lt;div class=&quot;MsoNormal&quot; style=&quot;margin-bottom: 0.0001pt;&quot;&gt;&lt;span style=&quot;font-size: 14pt;&quot;&gt;Ibn Sirin reported: I asked Anas b. Malik whether Allah&#39;s Messenger (may peace be upon him) dyed his hair. He said: He had not reached the stage when (he needed) dyeing (of his white hair). He had a few white hair in his beard. I said to him: Did Abu Bakr dye his hair? He said: Yes, with hina&#39; (henna).&lt;a href=&quot;file:///C:/Documents%20and%20Settings/ammi/My%20Documents/Beautiful.docx#_ftn8&quot; name=&quot;_ftnref8&quot; title=&quot;&quot;&gt;&lt;span class=&quot;MsoFootnoteReference&quot;&gt;&lt;span class=&quot;MsoFootnoteReference&quot;&gt;&lt;span style=&quot;font-family: Calibri, sans-serif; font-size: 14pt; line-height: 115%;&quot;&gt;[8]&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;/a&gt;&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;&lt;div class=&quot;MsoNormal&quot; dir=&quot;RTL&quot; style=&quot;direction: rtl; margin-bottom: 0.0001pt; text-align: right; unicode-bidi: embed;&quot;&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Muhammadi Bold Font&#39;; font-size: 9pt;&quot;&gt;و حدثنا محمد بن المثنی وابن بشار وأحمد بن إبراهيم الدورقي وهارون بن عبد الله جميعا عن أبي داود قال ابن المثنی حدثنا سليمان بن داود حدثنا شعبة عن خليد بن جعفر سمع أبا إياس عن أنس أنه سل عن شيب النبي صلی الله عليه وسلم فقال ما شانه الله ببيضا&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;&lt;div class=&quot;MsoNormal&quot; dir=&quot;RTL&quot; style=&quot;direction: rtl; margin-bottom: 0.0001pt; text-align: right; unicode-bidi: embed;&quot;&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Alvi Nastaleeq&#39;; font-size: 16pt;&quot;&gt;محمد بن مثنی، ابن بشار احمد بن ابراہیم، دورقی ہارون بن عبداللہ ابی داؤد ابن مثنی سلیمان ابوداؤد شعبہ، خالد بن جعفر ابوایاس، حضرت انس رضی اللہ تعالیٰ عنہ سے روایت ہے کہ ان سے نبی صلی اللہ علیہ وسلم کے بڑھاپے کے بارے میں پوچھا گیا تو انہوں نے فرمایا اللہ نے آپ صلی اللہ علیہ وسلم کو بڑھاپے کے ساتھ نہیں بدلا۔ صحیح مسلم:جلد سوم:حدیث نمبر 1579&amp;nbsp; &amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &amp;nbsp;&amp;nbsp;&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;&lt;div class=&quot;MsoNormal&quot; style=&quot;margin-bottom: 0.0001pt;&quot;&gt;&lt;span style=&quot;font-size: 14pt;&quot;&gt;Anas (b. Malik) was asked about the old age of Allah&#39;s Apostle ((salallaho alayhay wa sallam)). He said: Allah did not blemish him with old age.&lt;a href=&quot;file:///C:/Documents%20and%20Settings/ammi/My%20Documents/Beautiful.docx#_ftn9&quot; name=&quot;_ftnref9&quot; title=&quot;&quot;&gt;&lt;span class=&quot;MsoFootnoteReference&quot;&gt;&lt;span class=&quot;MsoFootnoteReference&quot;&gt;&lt;span style=&quot;font-family: Calibri, sans-serif; font-size: 14pt; line-height: 115%;&quot;&gt;[9]&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;/a&gt;&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;&lt;div class=&quot;MsoNormal&quot; style=&quot;margin-bottom: 0.0001pt;&quot;&gt;&lt;br /&gt;
&lt;/div&gt;&lt;h2&gt;His few white hair were not so visible&lt;/h2&gt;&lt;div class=&quot;MsoNormal&quot; dir=&quot;RTL&quot; style=&quot;direction: rtl; margin-bottom: 0.0001pt; text-align: right; unicode-bidi: embed;&quot;&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Muhammadi Bold Font&#39;; font-size: 9pt;&quot;&gt;و حدثنا محمد بن المثنی حدثنا أبو داود سليمان بن داود حدثنا شعبة عن سماک بن حرب قال سمعت جابر بن سمرة سل عن شيب النبي صلی الله عليه وسلم فقال کان إذا دهن رأسه لم ير منه شي وإذا لم يدهن ري منه&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;&lt;div class=&quot;MsoNormal&quot; dir=&quot;RTL&quot; style=&quot;direction: rtl; margin-bottom: 0.0001pt; text-align: right; unicode-bidi: embed;&quot;&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Alvi Nastaleeq&#39;; font-size: 16pt;&quot;&gt;محمد بن مثنی، ابوداؤد سلیمان بن داؤد، شعبہ، سماک بن حرب، حضرت جابر رضی اللہ تعالیٰ عنہ بن سمرہ رضی اللہ تعالیٰ عنہ سے نبی صلی اللہ علیہ وسلم کے بڑھاپے کے بارے میں پوچھا گیا تو انہوں نے فرمایا کہ جب اپنے سر مبارک میں تیل لگاتے تو کچھ سفیدی دکھائی نہ دتیی اور جب تیل نہ لگاتے تو آپ صلی اللہ علیہ وسلم کے سر مبارک سے کچھ سفیدی دکھائی دتیی۔&lt;/span&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Alvi Nastaleeq&#39;; font-size: 12pt;&quot;&gt; صحیح مسلم:جلد سوم:حدیث نمبر 1583&lt;/span&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Alvi Nastaleeq&#39;; font-size: 16pt;&quot;&gt; &lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;&lt;div class=&quot;MsoNormal&quot; style=&quot;margin-bottom: 0.0001pt;&quot;&gt;&lt;span style=&quot;font-size: 14pt;&quot;&gt;Jabir b. Samura was asked about the old age of Allah&#39;s Apostle (may peace be upon him). He said: When he oiled his head nothing was seen (as a mark of old age) and when he did not apply oil something (of the old age) became visible.&lt;a href=&quot;file:///C:/Documents%20and%20Settings/ammi/My%20Documents/Beautiful.docx#_ftn10&quot; name=&quot;_ftnref10&quot; title=&quot;&quot;&gt;&lt;span class=&quot;MsoFootnoteReference&quot;&gt;&lt;span class=&quot;MsoFootnoteReference&quot;&gt;&lt;span style=&quot;font-family: Calibri, sans-serif; font-size: 14pt; line-height: 115%;&quot;&gt;[10]&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;/a&gt;&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;&lt;div class=&quot;MsoNormal&quot; style=&quot;margin-bottom: 0.0001pt;&quot;&gt;&lt;br /&gt;
&lt;/div&gt;&lt;h2&gt;He has a beautiful slightly round face like moon&lt;/h2&gt;&lt;div class=&quot;MsoNormal&quot; dir=&quot;RTL&quot; style=&quot;direction: rtl; margin-bottom: 0.0001pt; text-align: right; unicode-bidi: embed;&quot;&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Muhammadi Bold Font&#39;; font-size: 9pt;&quot;&gt;و حدثنا أبو بکر بن أبي شيبة حدثنا عبيد الله عن إسرايل عن سماک أنه سمع جابر بن سمرة يقولا کان رسول الله صلی الله عليه وسلم قد شمط مقدم رأسه ولحيته وکان إذا ادهن لم يتبين وإذا شعث رأسه تبين وکان کثير شعر اللحية فقال رجل وجهه مثل السيف قال لا بل کان مثل الشمس والقمر وکان مستديرا ورأيت الخاتم عند کتفه مثل بيضة الحمامة يشبه جسده&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;&lt;div class=&quot;MsoNormal&quot; dir=&quot;RTL&quot; style=&quot;direction: rtl; margin-bottom: 0.0001pt; text-align: right; unicode-bidi: embed;&quot;&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Alvi Nastaleeq&#39;; font-size: 16pt;&quot;&gt;ابوبکر بن ابی شیبہ، عبیداللہ اسرائیل سماک جابر، بن سمرہ حضرت جابر رضی اللہ تعالیٰ عنہ بن سمرہ رضی اللہ تعالیٰ عنہ فرماتے ہیں کہ رسول اللہ صلی اللہ علیہ وسلم کے سر مبارک اور داڑھی مبارک کا اگلا حصہ سفید ہوگیا تھا اور جب آپ صلی اللہ علیہ وسلم تیل لگاتے تو سفیدی ظاہر نہ ہوتی اور جب آپ صلی اللہ علیہ وسلم کے سر مبارک کے بال پراگندہ ہوتے تو سفیدی ظاہر ہوجاتی اور آپ صلی اللہ علیہ وسلم کی داڑھی مبارک کے بال بہت گھنے تھے ایک آدمی کہنے لگا کہ آپ صلی اللہ علیہ وسلم کا چہرہ اقدس تلوار کی طرح ہے حضرت جابر رضی اللہ تعالیٰ عنہ کہنے لگے کہ نہیں بلکہ آپ صلی اللہ علیہ وسلم کا چہرہ اقدس سورج اور چاند کی طرح گولائی مائل تھا اور میں نے مہر نبوت آپ کے کندھے مبارک کے پاس دیکھی جس طرح کہ کبوتر کا انڈہ اور اس کا رنگ آپ کے جسم مبارک کے مشابہ تھا۔ صحیح مسلم:جلد سوم:حدیث نمبر 1584&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;&lt;div class=&quot;MsoNormal&quot; style=&quot;margin-bottom: 0.0001pt;&quot;&gt;&lt;span style=&quot;font-size: 14pt;&quot;&gt;Jabir b. Samura reported that there had appeared some whiteness on the front part of the head and beard of Allah&#39;s Messenger (may peace be upon him). When he applied oil, it did not become visible, but when he did not (apply) oil, it became apparent. And he had a thick beard. A person said: His face was as (bright) as the sword. Thereupon he (Jabir) said: No, it was round and like the sun and the moon. And I saw the seal(of Prophet hood) near his shoulder of the size of a pigeon&#39;s egg and its color was the same as that of his body.&lt;a href=&quot;file:///C:/Documents%20and%20Settings/ammi/My%20Documents/Beautiful.docx#_ftn11&quot; name=&quot;_ftnref11&quot; title=&quot;&quot;&gt;&lt;span class=&quot;MsoFootnoteReference&quot;&gt;&lt;span class=&quot;MsoFootnoteReference&quot;&gt;&lt;span style=&quot;font-family: Calibri, sans-serif; font-size: 14pt; line-height: 115%;&quot;&gt;[11]&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;/a&gt;&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;&lt;div class=&quot;MsoNormal&quot; style=&quot;margin-bottom: 0.0001pt;&quot;&gt;&lt;br /&gt;
&lt;/div&gt;&lt;div class=&quot;MsoNormal&quot; style=&quot;margin-bottom: 0.0001pt;&quot;&gt;&lt;br /&gt;
&lt;/div&gt;&lt;h2&gt;He had Beautiful soft hands having the sweetest fragrance&lt;/h2&gt;&lt;div class=&quot;MsoNormal&quot; dir=&quot;RTL&quot; style=&quot;direction: rtl; margin-bottom: 0.0001pt; text-align: right; unicode-bidi: embed;&quot;&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Muhammadi Bold Font&#39;; font-size: 9pt;&quot;&gt;و حدثني أحمد بن سعيد بن صخر الدارمي حدثنا حبان حدثنا حماد حدثنا ثابت عن أنس قال کان رسول الله صلی الله عليه وسلم أزهر اللون کأن عرقه اللؤلؤ إذا مشی تکفأ ولا مسست ديباجة ولا حريرة ألين من کف رسول الله صلی الله عليه وسلم ولا شممت مسکة ولا عنبرة أطيب من راحة رسول الله صلی الله عليه وسلم&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;&lt;div class=&quot;MsoNormal&quot; dir=&quot;RTL&quot; style=&quot;direction: rtl; margin-bottom: 0.0001pt; text-align: right; unicode-bidi: embed;&quot;&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Alvi Nastaleeq&#39;; font-size: 16pt;&quot;&gt;صحیح مسلم:جلد سوم:حدیث نمبر 1554&amp;nbsp; &amp;nbsp;&amp;nbsp;&amp;nbsp; &amp;nbsp;&amp;nbsp;حدیث متواتر حدیث مرفوع  &amp;nbsp;&amp;nbsp;مکررات 2 متفق علیہ 2&amp;nbsp; &lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;&lt;div class=&quot;MsoNormal&quot; dir=&quot;RTL&quot; style=&quot;direction: rtl; margin-bottom: 0.0001pt; text-align: right; unicode-bidi: embed;&quot;&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Alvi Nastaleeq&#39;; font-size: 16pt;&quot;&gt;&amp;nbsp;احمد بن سعید صخر دارمی حباب حماد ثابت حضرت انس رضی اللہ تعالیٰ عنہ سے روایت ہے کہ رسول اللہ صلی اللہ علیہ وسلم کا رنگ مبارک سفید چمکتا ہوا تھا اور آپ صلی اللہ علیہ وسلم کا پسنیہ مبارک موتی کی طرح چمکتا ہوا تھا اور جب آپ صلی اللہ علیہ وسلم چلتے تو آگے جھکتے ہوئے دباؤ ڈال کر چلتے تھے اور میں نے دیباج اور ریشم کو بھی اتنا نرم نہیں پایا جتنا کہ میں نے رسول اللہ صلی اللہ علیہ وسلم کی مبارک ہتھیلیوں کو نرم پایا اور مشک وغیرہ میں وہ خوشبو نہیں تھی کہ جو رسول اللہ صلی اللہ علیہ وسلم کے جسم مبارک میں تھی۔&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;&lt;div class=&quot;MsoNormal&quot; style=&quot;margin-bottom: 0.0001pt;&quot;&gt;&lt;span style=&quot;font-size: 14pt;&quot;&gt;Anas reported that Allah&#39;s Messenger (may peace be upon him) had a very fair complexion and (the drops) of his perspiration shone like pearls, and when he walked he walked inclining forward, and I never touched brocade and silk (and found it) as soft as the softness of the palm of Allah&#39;s Messenger (may peace be upon him) and I never smelt musk or ambergris and found its fragrance as sweet as the fragrance of Allah&#39;s Messenger (may peace be upon him).&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;&lt;div class=&quot;MsoNormal&quot; dir=&quot;RTL&quot; style=&quot;direction: rtl; margin-bottom: 0.0001pt; text-align: right; unicode-bidi: embed;&quot;&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Muhammadi Bold Font&#39;; font-size: 9pt;&quot;&gt;حدثنا عمرو بن حماد بن طلحة القناد حدثنا أسباط وهو ابن نصر الهمداني عن سماک عن جابر بن سمرة قال صليت مع رسول الله صلی الله عليه وسلم صلاة الأولی ثم خرج إلی أهله وخرجت معه فاستقبله ولدان فجعل يمسح خدي أحدهم واحدا واحدا قال وأما أنا فمسح خدي قال فوجدت ليده بردا أو ريحا کأنما أخرجها من جؤنة عطار&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;&lt;div class=&quot;MsoNormal&quot; dir=&quot;RTL&quot; style=&quot;direction: rtl; margin-bottom: 0.0001pt; text-align: right; unicode-bidi: embed;&quot;&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Alvi Nastaleeq&#39;; font-size: 16pt;&quot;&gt;صحیح مسلم:جلد سوم:حدیث نمبر 1552&amp;nbsp; &amp;nbsp;&amp;nbsp;&amp;nbsp; &amp;nbsp;&amp;nbsp;حدیث مرفوع &amp;nbsp;&amp;nbsp;&amp;nbsp; &amp;nbsp;&amp;nbsp;مکررات 1 متفق علیہ 1 بدون مکرر &lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;&lt;div class=&quot;MsoNormal&quot; dir=&quot;RTL&quot; style=&quot;direction: rtl; margin-bottom: 0.0001pt; text-align: right; unicode-bidi: embed;&quot;&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Alvi Nastaleeq&#39;; font-size: 16pt;&quot;&gt;&amp;nbsp;عمرو بن حماد بن طلحہ قناد اسباط ابن نصر ہمدانی سماک حضرت جابر بن سمرہ رضی اللہ تعالیٰ عنہ سے روایت ہے کہ میں نے رسول اللہ صلی اللہ علیہ وسلم کے ساتھ ظہر کی نماز پڑھی پھر آپ صلی اللہ علیہ وسلم اپنے گھر کی طرف نکلے اور میں بھی آپ کے ساتھ نکلا تو سامنے سے کچھ بچے آئے تو آپ صلی اللہ علیہ وسلم نے ان بچوں میں سے ہر ایک کے رخسار پر ہاتھ پھیرا حضرت جابر رضی اللہ تعالیٰ عنہ کہتے ہیں کہ آپ صلی اللہ علیہ وسلم نے میرے رخسار پر بھی ہاتھ پھیرا حضرت جابر رضی اللہ تعالیٰ عنہ کہتے ہیں کہ میں نے آپ صلی اللہ علیہ وسلم کے ہاتھ مبارک میں ٹھنڈک اور خوشبو محسوس کی گویا کہ عطار کے ڈبہ سے ہاتھ باہر نکالا ہو۔&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;&lt;div class=&quot;MsoNormal&quot; style=&quot;margin-bottom: 0.0001pt;&quot;&gt;&lt;span style=&quot;font-size: 14pt;&quot;&gt;Jabir b. Samura reported: I prayed along with Allah&#39;s Messenger (may peace be upon him) the first prayer. He then went to his family and I also went along with him when he met some children (on the way). He began to pat the cheeks of each one of them. He also patted my cheek and I experienced a coolness or a fragrance of his hand as if it had been brought out from the scent bag of a perfumer.&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;&lt;div class=&quot;MsoNormal&quot; style=&quot;margin-bottom: 0.0001pt;&quot;&gt;&lt;br /&gt;
&lt;/div&gt;&lt;div class=&quot;MsoNormal&quot;&gt;&lt;br /&gt;
&lt;/div&gt;&lt;h2&gt;He usually had short hair&lt;/h2&gt;&lt;div class=&quot;MsoNormal&quot; style=&quot;margin-bottom: 0.0001pt;&quot;&gt;&lt;span dir=&quot;RTL&quot; lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Muhammadi Bold Font&#39;; font-size: 9pt;&quot;&gt;حدثنا يحيی بن يحيی وأبو کريب قالا حدثنا إسمعيل ابن علية عن حميد عن أنس قال کان شعر رسول الله صلی الله عليه وسلم إلی أنصاف أذنيه&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;&lt;div class=&quot;MsoNormal&quot; dir=&quot;RTL&quot; style=&quot;direction: rtl; margin-bottom: 0.0001pt; text-align: right; unicode-bidi: embed;&quot;&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Alvi Nastaleeq&#39;; font-size: 16pt;&quot;&gt;صحیح مسلم:جلد سوم:حدیث نمبر 1569&amp;nbsp; &amp;nbsp;&amp;nbsp;&amp;nbsp; &amp;nbsp;&amp;nbsp;حدیث مرفوع &amp;nbsp;&amp;nbsp;&amp;nbsp; &amp;nbsp;&amp;nbsp;مکررات 38 متفق علیہ 18&amp;nbsp; &lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;&lt;div class=&quot;MsoNormal&quot; dir=&quot;RTL&quot; style=&quot;direction: rtl; margin-bottom: 0.0001pt; text-align: right; unicode-bidi: embed;&quot;&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Alvi Nastaleeq&#39;; font-size: 16pt;&quot;&gt;&amp;nbsp;یحیی بن یحیی، ابوکریب اسماعیل بن علیہ حمید ، حضرت انس رضی اللہ تعالیٰ عنہ سے روایت ہے کہ فرماتے ہیں کہ رسول اللہ صلی اللہ علیہ وسلم کے بال مبارک آدھے کانوں تک تھے۔&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;&lt;div class=&quot;MsoNormal&quot; style=&quot;margin-bottom: 0.0001pt;&quot;&gt;&lt;span style=&quot;font-size: 14pt;&quot;&gt;Anas reported that the hair of Allah&#39;s Apostle (may peace be upon him) reached half of the earlobe.&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;&lt;div class=&quot;MsoNormal&quot; style=&quot;margin-bottom: 0.0001pt;&quot;&gt;&lt;br /&gt;
&lt;/div&gt;&lt;h2&gt;His sweat is like perfume&lt;/h2&gt;&lt;div class=&quot;MsoNormal&quot; dir=&quot;RTL&quot; style=&quot;direction: rtl; margin-bottom: 0.0001pt; text-align: right; unicode-bidi: embed;&quot;&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Muhammadi Bold Font&#39;; font-size: 9pt;&quot;&gt;حدثنا أبو بکر بن أبي شيبة حدثنا عفان بن مسلم حدثنا وهيب حدثنا أيوب عن أبي قلابة عن أنس عن أم سليم أن النبي صلی الله عليه وسلم کان يأتيها فيقيل عندها فتبسط له نطعا فيقيل عليه وکان کثير العرق فکانت تجمع عرقه فتجعله في الطيب والقوارير فقال النبي صلی الله عليه وسلم يا أم سليم ما هذا قالت عرقک أدوف به طيبي&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;&lt;div class=&quot;MsoNormal&quot; dir=&quot;RTL&quot; style=&quot;direction: rtl; margin-bottom: 0.0001pt; text-align: right; unicode-bidi: embed;&quot;&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Alvi Nastaleeq&#39;; font-size: 16pt;&quot;&gt;صحیح مسلم:جلد سوم:حدیث نمبر 1557&amp;nbsp; &amp;nbsp;&amp;nbsp;&amp;nbsp; &amp;nbsp;&amp;nbsp;حدیث مرفوع &amp;nbsp;&amp;nbsp;&amp;nbsp; &amp;nbsp;&amp;nbsp;مکررات 3 متفق علیہ 2 بدون مکرر &lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;&lt;div class=&quot;MsoNormal&quot; dir=&quot;RTL&quot; style=&quot;direction: rtl; margin-bottom: 0.0001pt; text-align: right; unicode-bidi: embed;&quot;&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Alvi Nastaleeq&#39;; font-size: 16pt;&quot;&gt;&amp;nbsp;ابوبکر بن ابی شیبہ، عفان بن مسلم وہیب ایوب ابی قلابہ انس، حضرت ام سلیم رضی اللہ تعالیٰ عنہ سے روایت ہے کہ نبی صلی اللہ علیہ وسلم ان کے ہاں تشریف لاتے تھے اور آرام فرماتے تھے ام سلیم آپ صلی اللہ علیہ وسلم کے لئے چمڑے کا ایک ٹکڑا بچھا دیتی تھیں اس پر آپ صلی اللہ علیہ وسلم آرام فرماتے آپ صلی اللہ علیہ وسلم کو پسینہ بہت زیادہ آتا تھا ام سلیم آپ صلی اللہ علیہ وسلم کا پسینہ مبارک اکٹھا کرتی تھیں اور اسے خوشبو اور شیشیوں میں ملا دیتی تھی تو نبی صلی اللہ علیہ وسلم نے فرمایا اے ام سلیم یہ کیا ہے وہ کہنے لگیں یہ آپ صلی اللہ علیہ وسلم کا پسنیہ مبارک ہے جس کو میں اپنی خوشبو میں ملاتی ہوں۔&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;&lt;div class=&quot;MsoNormal&quot; style=&quot;margin-bottom: 0.0001pt;&quot;&gt;&lt;span style=&quot;font-size: 14pt;&quot;&gt;Umm Sulaim reported that Allah&#39;s Apostle (may peace be upon him) visited her house and (took rest) and she spread a piece of cloth for him and he had a siesta on it. And he sweated profusely and she collected his sweat and put it in a perfume and in bottles. Allah&#39;s Apostle (may peace be upon him) said: Umm Sulaim, what is this? She said: It is your sweat, which I put in my perfume. Allah&#39;s Apostle (may peace be upon him) sweated in cold weather when revelation descended upon him.&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;&lt;div class=&quot;MsoNormal&quot; style=&quot;margin-bottom: 0.0001pt;&quot;&gt;&lt;br /&gt;
&lt;/div&gt;&lt;div class=&quot;MsoNormal&quot; style=&quot;margin-bottom: 0.0001pt;&quot;&gt;&lt;span style=&quot;font-size: 14pt;&quot;&gt;He never fought with anyone except in Jihad&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;&lt;div class=&quot;MsoNormal&quot; dir=&quot;RTL&quot; style=&quot;direction: rtl; margin-bottom: 0.0001pt; text-align: right; unicode-bidi: embed;&quot;&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Muhammadi Bold Font&#39;; font-size: 9pt;&quot;&gt;حدثناه أبو کريب حدثنا أبو أسامة عن هشام عن أبيه عن عاشة قالت ما ضرب رسول الله صلی الله عليه وسلم شيا قط بيده ولا امرأة ولا خادما إلا أن يجاهد في سبيل الله وما نيل منه شي قط فينتقم من صاحبه إلا أن ينتهک شي من محارم الله فينتقم لله عز وجل&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;&lt;div class=&quot;MsoNormal&quot; dir=&quot;RTL&quot; style=&quot;direction: rtl; margin-bottom: 0.0001pt; text-align: right; unicode-bidi: embed;&quot;&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Alvi Nastaleeq&#39;; font-size: 16pt;&quot;&gt;صحیح مسلم:جلد سوم:حدیث نمبر 1550&amp;nbsp; &amp;nbsp;&amp;nbsp;&amp;nbsp; &amp;nbsp;&amp;nbsp;حدیث مرفوع &amp;nbsp;&amp;nbsp;&amp;nbsp; &amp;nbsp;&amp;nbsp;مکررات 14 متفق علیہ 11&amp;nbsp; &lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;&lt;div class=&quot;MsoNormal&quot; dir=&quot;RTL&quot; style=&quot;direction: rtl; margin-bottom: 0.0001pt; text-align: right; unicode-bidi: embed;&quot;&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Alvi Nastaleeq&#39;; font-size: 16pt;&quot;&gt;&amp;nbsp;ابوکریب ابواسامہ ہشام سیدہ عائشہ رضی اللہ تعالیٰ عنہا سے روایت ہے کہ رسول اللہ صلی اللہ علیہ وسلم نے کبھی کسی کو اپنے ہاتھ سے نہیں مارا اور نہ ہی کسی عورت کو اور نہ ہی کسی خادم کو مارا سوائے اس کے کہ اللہ کے راستے میں جو جہاد کیا جاتا ہے اور جس نے بھی آپ صلی اللہ علیہ وسلم کو کوئی تکلیف پہنچائی تو آپ صلی اللہ علیہ وسلم نے اس سے بدلہ نہیں لیا سوائے اس کے کہ جس نے اللہ کے حکم کی خلاف ورزی کی تو آپ صلی اللہ علیہ وسلم نے اللہ ہی کے لئے اس سے انتقام لیا۔&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;&lt;div class=&quot;MsoNormal&quot; style=&quot;margin-bottom: 0.0001pt;&quot;&gt;&lt;span dir=&quot;LTR&quot;&gt;&lt;/span&gt;&lt;span style=&quot;font-size: 14pt;&quot;&gt;&lt;span dir=&quot;LTR&quot;&gt;&lt;/span&gt;&#39;A&#39;isha reported that Allah&#39;s Messenger (may peace be upon him) never beat anyone with his hand, neither a woman nor a servant, but only, in the case when he had been fighting in the cause of Allah and he never took revenge for anything unless the things made inviolable by Allah were made violable; he then took revenge for Allah, the Exalted and Glorious.&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;&lt;div class=&quot;MsoNormal&quot; style=&quot;margin-bottom: 0.0001pt;&quot;&gt;&lt;br /&gt;
&lt;/div&gt;&lt;div class=&quot;MsoNormal&quot; style=&quot;margin-bottom: 0.0001pt;&quot;&gt;&lt;span style=&quot;font-size: 14pt;&quot;&gt;He was so shy that he never told his discomfort to others&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;&lt;div class=&quot;MsoNormal&quot; dir=&quot;RTL&quot; style=&quot;direction: rtl; margin-bottom: 0.0001pt; text-align: right; unicode-bidi: embed;&quot;&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Muhammadi Bold Font&#39;; font-size: 9pt;&quot;&gt;حدثني عبيد الله بن معاذ حدثنا أبي حدثنا شعبة عن قتادة سمع عبد الله بن أبي عتبة يحدث عن أبي سعيد الخدري ح و حدثنا زهير بن حرب ومحمد بن المثنی وأحمد بن سنان قال زهير حدثنا عبد الرحمن بن مهدي عن شعبة عن قتادة قال سمعت عبد الله بن أبي عتبة يقول سمعت أبا سعيد الخدري يقولا کان رسول الله صلی الله عليه وسلم أشد حيا من العذرا في خدرها وکان إذا کره شيا عرفناه في وجهه&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;&lt;div class=&quot;MsoNormal&quot; dir=&quot;RTL&quot; style=&quot;direction: rtl; margin-bottom: 0.0001pt; text-align: right; unicode-bidi: embed;&quot;&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Alvi Nastaleeq&#39;; font-size: 16pt;&quot;&gt;صحیح مسلم:جلد سوم:حدیث نمبر 1532&amp;nbsp; &amp;nbsp;&amp;nbsp;&amp;nbsp; &amp;nbsp;&amp;nbsp;حدیث مرفوع &amp;nbsp;&amp;nbsp;&amp;nbsp; &amp;nbsp;&amp;nbsp;مکررات 6 متفق علیہ 5&amp;nbsp; &lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;&lt;div class=&quot;MsoNormal&quot; dir=&quot;RTL&quot; style=&quot;direction: rtl; margin-bottom: 0.0001pt; text-align: right; unicode-bidi: embed;&quot;&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Alvi Nastaleeq&#39;; font-size: 16pt;&quot;&gt;&amp;nbsp; عبیداللہ بن معاذ ابی شعبہ، قتادہ، عبداللہ بن ابی عتبہ ابوسعید خدری رضی اللہ تعالیٰ عنہ زہیر بن حرب، محمد بن مثنی احمد بن سنان زہیر عبدالرحمن بن مہدی، شعبہ، قتادہ، عبداللہ بن ابی عتبہ حضرت ابوسعید رضی اللہ تعالیٰ عنہ خدری رضی اللہ تعالیٰ عنہ فرماتے ہیں کہ رسول اللہ صلی اللہ علیہ وسلم اس کنواری لڑکی سے بھی زیادہ شرم وحیاء والے تھے جو کہ باپردہ ہو اور جب آپ صلی اللہ علیہ وسلم کسی چیز کو ناپسند سمجھتے تھے تو ہم اسے آپ صلی اللہ علیہ وسلم کے چہرہ اقدس سے پہچان جاتے تھے۔&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;&lt;div class=&quot;MsoNormal&quot; style=&quot;margin-bottom: 0.0001pt;&quot;&gt;&lt;span style=&quot;font-size: 14pt;&quot;&gt;Abu Sa&#39;id Khudri reported that Allah&#39;s Messenger (may peace be upon him) was more modest than the virgin behind the curtain (or in the apartment), and when he disliked anything, we recognised that from his face.&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;&lt;div class=&quot;MsoNormal&quot; style=&quot;margin-bottom: 0.0001pt;&quot;&gt;&lt;br /&gt;
&lt;/div&gt;&lt;h2&gt;His patience at the time of death of his son Ibrahim&lt;/h2&gt;&lt;div class=&quot;MsoNormal&quot; dir=&quot;RTL&quot; style=&quot;direction: rtl; margin-bottom: 0.0001pt; text-align: right; unicode-bidi: embed;&quot;&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Muhammadi Bold Font&#39;; font-size: 9pt;&quot;&gt;حدثنا هداب بن خالد وشيبان بن فروخ کلاهما عن سليمان واللفظ لشيبان حدثنا سليمان بن المغيرة حدثنا ثابت البناني عن أنس بن مالک قال قال رسول الله صلی الله عليه وسلم ولد لي الليلة غلام فسميته باسم أبي إبراهيم ثم دفعه إلی أم سيف امرأة قين يقال له أبو سيف فانطلق يأتيه واتبعته فانتهينا إلی أبي سيف وهو ينفخ بکيره قد امتلأ البيت دخانا فأسرعت المشي بين يدي رسول الله صلی الله عليه وسلم فقلت يا أبا سيف أمسک جا رسول الله صلی الله عليه وسلم فأمسک فدعا النبي صلی الله عليه وسلم بالصبي فضمه إليه وقال ما شا الله أن يقول فقال أنس لقد رأيته وهو يکيد بنفسه بين يدي رسول الله صلی الله عليه وسلم فدمعت عينا رسول الله صلی الله عليه وسلم فقال تدمع العين ويحزن القلب ولا نقول إلا ما يرضی ربنا والله يا إبراهيم إنا بک لمحزونون&lt;/span&gt;&lt;span dir=&quot;LTR&quot; style=&quot;font-family: &#39;Muhammadi Bold Font&#39;; font-size: 9pt;&quot;&gt;&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;&lt;div class=&quot;MsoNormal&quot; dir=&quot;RTL&quot; style=&quot;direction: rtl; margin-bottom: 0.0001pt; text-align: right; unicode-bidi: embed;&quot;&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Alvi Nastaleeq&#39;; font-size: 16pt;&quot;&gt;صحیح مسلم:جلد سوم:حدیث نمبر 1525&amp;nbsp; &amp;nbsp;&amp;nbsp;&amp;nbsp; &amp;nbsp;&amp;nbsp;حدیث مرفوع &amp;nbsp;&amp;nbsp;&amp;nbsp; &amp;nbsp;&amp;nbsp;مکررات 4 متفق علیہ 3 بدون مکرر &lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;&lt;div class=&quot;MsoNormal&quot; dir=&quot;RTL&quot; style=&quot;direction: rtl; margin-bottom: 0.0001pt; text-align: right; unicode-bidi: embed;&quot;&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Alvi Nastaleeq&#39;; font-size: 16pt;&quot;&gt;&amp;nbsp;ہداب بن خالد شیبان بن فروخ سلیمان شیبان سلیمان بن مغیرہ ثابت، حضرت انس بن مالک رضی اللہ تعالیٰ عنہ سے روایت ہے کہ رسول اللہ صلی اللہ علیہ وسلم نے فرمایا رات میرے ہاں ایک لڑکے کی پیدائش ہوئی میں نے اس لڑکے کا نام اپنے باپ حضرت ابراہیم کے نام پر رکھا پھر آپ نے وہ لڑکا ام سیف کو دے دیا جو کہ ایک لوہار کی بیوی تھی اور اس لوہار کو ابوسیف کہا جاتا تھا آپ صلی اللہ علیہ وسلم ابوسیف کے ہاں پہنچے تو وہ اپنی لوہے کی بھٹی دھونک رہے تھے اور ان کا گھر دھوئیں سے بھرا ہو تھا تو میں نے جلدی جلدی رسول اللہ صلی اللہ علیہ وسلم سے پہلے جا کر اس سے کہا اے ابوسیف ٹھہر جاؤ رسول اللہ صلی اللہ علیہ وسلم تشریف لا رہے ہیں تو وہ ٹھہر گئے نبی صلی اللہ علیہ وسلم نے بچے کو بلایا اور اسے آپ صلی اللہ علیہ وسلم نے اپنے سینے سے چمٹا لیا اور آپ صلی اللہ علیہ وسلم نے وہ فرمایا جو اللہ نے چاہا انس فرماتے ہیں کہ میں نے اس بچے کو دیکھا کہ وہ رسول اللہ صلی اللہ علیہ وسلم کے سامنے دم توڑ رہا ہے رسول اللہ صلی اللہ علیہ وسلم کی آنکھوں سے آنسو جاری ہو گئے اور آپ صلی اللہ علیہ وسلم نے فرمایا آنکھیں اشک آلود ہیں اور دل غمزدہ ہے اور ہم وہ بات نہیں کہتے کہ جس سے ہمارا رب راضی نہ ہو اللہ کی قسم اے ابراہیم ہم تیری وجہ سے غمزدہ ہیں۔&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;&lt;div class=&quot;MsoNormal&quot; style=&quot;margin-bottom: 0.0001pt;&quot;&gt;&lt;span style=&quot;font-size: 14pt;&quot;&gt;Anas b. Malik reported that Allah&#39;s Messenger (may peace be upon him) said: A child was born into me this night and I named him after the name of my father Ibrahim. He then sent him to Umm Saif, the wife of a blacksmith who was called Abu Saif. He (the Holy Prophet) went to him and I followed him until we reached Abu Saif and he was blowing fire with the help of blacksmith&#39;s bellows and the house was filled with smoke. I hastened my step and went ahead of Allah&#39;s Messenger (may peace be upon him) and said: Abu Saif, stop it, as there comes Allah&#39;s Messenger (may peace he upon him). He stopped and Allah&#39;s Apostle (may peace be upon him) called for the child. He embraced him and said what Allah had desired. Anas said: I saw that the boy breathed his last in the presence of Allah&#39;s Messenger (may peace be upon him). The eyes of Allah&#39;s Messenger (may peace be upon him) shed tears and he said: Ibrahim, our eyes shed tears and our hearts are filled with grief, but we do not say anything except that by which Allah is pleased. O Ibrahim, we are grieved for you.&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;&lt;div class=&quot;MsoNormal&quot;&gt;&lt;br /&gt;
&lt;/div&gt;&lt;h2&gt;He never got angry with servants&lt;/h2&gt;&lt;div class=&quot;MsoNormal&quot; dir=&quot;RTL&quot; style=&quot;direction: rtl; margin-bottom: 0.0001pt; text-align: right; unicode-bidi: embed;&quot;&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Muhammadi Bold Font&#39;; font-size: 9pt;&quot;&gt;حدثنا مخلد بن خالد الشعيري حدثنا عمر بن يونس حدثنا عکرمة يعني ابن عمار قال حدثني إسحق يعني ابن عبد الله بن أبي طلحة قال قال أنس کان رسول الله صلی الله عليه وسلم من أحسن الناس خلقا فأرسلني يوما لحاجة فقلت والله لا أذهب وفي نفسي أن أذهب لما أمرني به نبي الله صلی الله عليه وسلم قال فخرجت حتی أمر علی صبيان وهم يلعبون في السوق فإذا رسول الله صلی الله عليه وسلم قابض بقفاي من وراي فنظرت إليه وهو يضحک فقال يا أنيس اذهب حيث أمرتک قلت نعم أنا أذهب يا رسول الله قال أنس والله لقد خدمته سبع سنين أو تسع سنين ما علمت قال لشي صنعت لم فعلت کذا وکذا ولا لشي ترکت هلا فعلت کذا وکذا&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;&lt;div class=&quot;MsoNormal&quot; dir=&quot;RTL&quot; style=&quot;direction: rtl; margin-bottom: 0.0001pt; text-align: right; unicode-bidi: embed;&quot;&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Alvi Nastaleeq&#39;; font-size: 16pt;&quot;&gt;سنن ابوداؤد:جلد سوم:حدیث نمبر 1370&amp;nbsp;  &amp;nbsp;&amp;nbsp;حدیث مرفوع &amp;nbsp;&amp;nbsp;&amp;nbsp; &amp;nbsp;&amp;nbsp;مکررات 15 &lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;&lt;div class=&quot;MsoNormal&quot; dir=&quot;RTL&quot; style=&quot;direction: rtl; margin-bottom: 0.0001pt; text-align: right; unicode-bidi: embed;&quot;&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Alvi Nastaleeq&#39;; font-size: 16pt;&quot;&gt;&amp;nbsp;مخلد بن خالد، عمروبن یونس، عکرمہ بن عمار، اسحاق ابن عند اللہ بن ابوطلحہ حضرت انس رضی اللہ تعالیٰ عنہ فرماتے ہیں کہ نبی صلی اللہ علیہ وآلہ وسلم لوگوں میں سب سے زیادہ با &lt;span style=&quot;background-attachment: initial; background-clip: initial; background-color: yellow; background-image: initial; background-origin: initial; color: green;&quot;&gt;اخلاق&lt;/span&gt; تھے ایک روز آپ نے مجھے کسی کام سے بھیجا تو میں نے کہا کہ خدا کی قسم میں نہیں جاؤں گا حالانکہ میرے دل میں تھا کہ حضور اکرم صلی اللہ علیہ وآلہ وسلم نے جو کام مجھے کہا ہے اس کے لیے ضرور جاؤں گا پس میں کام کرنے کے لیے نکلا تو چند بچوں پر سے میرا گذر ہو جو بازار میں کھیل رہے تھے پس اچانک رسول اللہ صلی اللہ علیہ وآلہ وسلم نے میرے پیچھے سے میری گردن پکڑ لی میں نے آپ کی طرف دیکھا تو آپ ہنس رہے تھے آپ نے فرمایا کہ اے انس جہاں جانے کا میں نے تجھے حکم دیا ہے وہاں جا میں نے کہا جی اچھا جاتا ہوں یا رسول اللہ صلی اللہ علیہ وآلہ وسلم، حضرت انس رضی اللہ تعالیٰ عنہ فرماتے ہیں کہ خدا کی قسم میں نے آپ کی سات سال یا فرمایا کہ نوسال تک خدمت کی مجھے نہیں معلوم کہ کبھی آپ نے کسی کام کے لیے جو میں نے کیا ہو فرمایا کہ تم نے ایسا ایسا کیوں کیا؟ اور نہ ہی اس کام کے لیے جسے میں نے چھوڑ دیا ہو یوں فرمایا ہو کہ ایسا تم نے کیوں نہیں کیا؟&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;&lt;div class=&quot;MsoNormal&quot;&gt;narrated by Anas that I have never seen anybody more polite than Dear Prophet Muhammad(salallaho alayhay wa sallam).Once he sent me to do something for him.I told him that I swear by God that I will not go.Infact in my heart I will definitely go to do that job which Dear Prophet (salallaho alayhay wa sallam) told me to do.So I went to do that workd but on my way I started watching some children playing in market.Suddenly somone caught me from my neck.I looked behind and saw Dear Prophet Muhammad(salallaho alayhay wa sallam) smiling.&lt;/div&gt;&lt;div class=&quot;MsoNormal&quot;&gt;Then Dear Prophet Muhammad(salallaho alayhay wa sallam) said,&quot;O Anas go where I told you to go.&quot; I said yes I will go O Prophet of Allah(salallaho alayhay wa sallam).&lt;/div&gt;&lt;div class=&quot;MsoNormal&quot;&gt;Anas said that I swear by God that I served him for 7 or 9 years and I dont know if he(salallaho alayhay wa sallam) said even once to me for any work which he ordered me that &quot;Why did you do like this?.&lt;/div&gt;&lt;div class=&quot;MsoNormal&quot;&gt;Also Dear Prophet Muhammad (salallaho alayhay wa sallam) never told me,&quot;Why didnt you do this? for anything that I did not do which he(salallaho alayhay wa sallam) ordered me to do.&lt;/div&gt;&lt;div&gt;&lt;br /&gt;
&lt;hr align=&quot;left&quot; size=&quot;1&quot; width=&quot;33%&quot; /&gt;&lt;div id=&quot;ftn1&quot;&gt;&lt;div class=&quot;MsoFootnoteText&quot;&gt;&lt;a href=&quot;file:///C:/Documents%20and%20Settings/ammi/My%20Documents/Beautiful.docx#_ftnref1&quot; name=&quot;_ftn1&quot; title=&quot;&quot;&gt;&lt;span class=&quot;MsoFootnoteReference&quot;&gt;&lt;span class=&quot;MsoFootnoteReference&quot;&gt;&lt;span style=&quot;font-family: Calibri, sans-serif; font-size: 10pt; line-height: 115%;&quot;&gt;[1]&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;/a&gt; Saheeh Muslim Vol 3,Hadith 1566&lt;/div&gt;&lt;/div&gt;&lt;div id=&quot;ftn2&quot;&gt;&lt;div class=&quot;MsoFootnoteText&quot;&gt;&lt;a href=&quot;file:///C:/Documents%20and%20Settings/ammi/My%20Documents/Beautiful.docx#_ftnref2&quot; name=&quot;_ftn2&quot; title=&quot;&quot;&gt;&lt;span class=&quot;MsoFootnoteReference&quot;&gt;&lt;span class=&quot;MsoFootnoteReference&quot;&gt;&lt;span style=&quot;font-family: Calibri, sans-serif; font-size: 10pt; line-height: 115%;&quot;&gt;[2]&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;/a&gt; Saheeh Muslim Vol 3,Hadith 1564&lt;/div&gt;&lt;/div&gt;&lt;div id=&quot;ftn3&quot;&gt;&lt;div class=&quot;MsoFootnoteText&quot;&gt;&lt;a href=&quot;file:///C:/Documents%20and%20Settings/ammi/My%20Documents/Beautiful.docx#_ftnref3&quot; name=&quot;_ftn3&quot; title=&quot;&quot;&gt;&lt;span class=&quot;MsoFootnoteReference&quot;&gt;&lt;span class=&quot;MsoFootnoteReference&quot;&gt;&lt;span style=&quot;font-family: Calibri, sans-serif; font-size: 10pt; line-height: 115%;&quot;&gt;[3]&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;/a&gt; Shamael Tirimdi,Vol1,Hadith 6&lt;/div&gt;&lt;/div&gt;&lt;div id=&quot;ftn4&quot;&gt;&lt;div class=&quot;MsoFootnoteText&quot;&gt;&lt;a href=&quot;file:///C:/Documents%20and%20Settings/ammi/My%20Documents/Beautiful.docx#_ftnref4&quot; name=&quot;_ftn4&quot; title=&quot;&quot;&gt;&lt;span class=&quot;MsoFootnoteReference&quot;&gt;&lt;span class=&quot;MsoFootnoteReference&quot;&gt;&lt;span style=&quot;font-family: Calibri, sans-serif; font-size: 10pt; line-height: 115%;&quot;&gt;[4]&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;/a&gt; Saheeh Muslim Vol 3,Hadith 1569&lt;/div&gt;&lt;/div&gt;&lt;div id=&quot;ftn5&quot;&gt;&lt;div class=&quot;MsoFootnoteText&quot;&gt;&lt;a href=&quot;file:///C:/Documents%20and%20Settings/ammi/My%20Documents/Beautiful.docx#_ftnref5&quot; name=&quot;_ftn5&quot; title=&quot;&quot;&gt;&lt;span class=&quot;MsoFootnoteReference&quot;&gt;&lt;span class=&quot;MsoFootnoteReference&quot;&gt;&lt;span style=&quot;font-family: Calibri, sans-serif; font-size: 10pt; line-height: 115%;&quot;&gt;[5]&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;/a&gt; Saheeh Muslim Vol 3,Hadith 1570&lt;/div&gt;&lt;/div&gt;&lt;div id=&quot;ftn6&quot;&gt;&lt;div class=&quot;MsoFootnoteText&quot;&gt;&lt;a href=&quot;file:///C:/Documents%20and%20Settings/ammi/My%20Documents/Beautiful.docx#_ftnref6&quot; name=&quot;_ftn6&quot; title=&quot;&quot;&gt;&lt;span class=&quot;MsoFootnoteReference&quot;&gt;&lt;span class=&quot;MsoFootnoteReference&quot;&gt;&lt;span style=&quot;font-family: Calibri, sans-serif; font-size: 10pt; line-height: 115%;&quot;&gt;[6]&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;/a&gt; Saheeh Muslim Vol 3,Hadith 1572&lt;/div&gt;&lt;/div&gt;&lt;div id=&quot;ftn7&quot;&gt;&lt;div class=&quot;MsoFootnoteText&quot;&gt;&lt;a href=&quot;file:///C:/Documents%20and%20Settings/ammi/My%20Documents/Beautiful.docx#_ftnref7&quot; name=&quot;_ftn7&quot; title=&quot;&quot;&gt;&lt;span class=&quot;MsoFootnoteReference&quot;&gt;&lt;span class=&quot;MsoFootnoteReference&quot;&gt;&lt;span style=&quot;font-family: Calibri, sans-serif; font-size: 10pt; line-height: 115%;&quot;&gt;[7]&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;/a&gt; Saheeh Muslim,Vol 3,Hadith 1571&lt;/div&gt;&lt;/div&gt;&lt;div id=&quot;ftn8&quot;&gt;&lt;div class=&quot;MsoFootnoteText&quot;&gt;&lt;a href=&quot;file:///C:/Documents%20and%20Settings/ammi/My%20Documents/Beautiful.docx#_ftnref8&quot; name=&quot;_ftn8&quot; title=&quot;&quot;&gt;&lt;span class=&quot;MsoFootnoteReference&quot;&gt;&lt;span class=&quot;MsoFootnoteReference&quot;&gt;&lt;span style=&quot;font-family: Calibri, sans-serif; font-size: 10pt; line-height: 115%;&quot;&gt;[8]&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;/a&gt; Saheeh Muslim,Vol 3,Hadith 1574&lt;/div&gt;&lt;/div&gt;&lt;div id=&quot;ftn9&quot;&gt;&lt;div class=&quot;MsoFootnoteText&quot;&gt;&lt;a href=&quot;file:///C:/Documents%20and%20Settings/ammi/My%20Documents/Beautiful.docx#_ftnref9&quot; name=&quot;_ftn9&quot; title=&quot;&quot;&gt;&lt;span class=&quot;MsoFootnoteReference&quot;&gt;&lt;span class=&quot;MsoFootnoteReference&quot;&gt;&lt;span style=&quot;font-family: Calibri, sans-serif; font-size: 10pt; line-height: 115%;&quot;&gt;[9]&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;/a&gt; Saheeh Muslim,Vol 3,Hadith 1579&lt;/div&gt;&lt;/div&gt;&lt;div id=&quot;ftn10&quot;&gt;&lt;div class=&quot;MsoFootnoteText&quot;&gt;&lt;a href=&quot;file:///C:/Documents%20and%20Settings/ammi/My%20Documents/Beautiful.docx#_ftnref10&quot; name=&quot;_ftn10&quot; title=&quot;&quot;&gt;&lt;span class=&quot;MsoFootnoteReference&quot;&gt;&lt;span class=&quot;MsoFootnoteReference&quot;&gt;&lt;span style=&quot;font-family: Calibri, sans-serif; font-size: 10pt; line-height: 115%;&quot;&gt;[10]&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;/a&gt; Saheeh Muslim,Vol 3,Hadith 1583.&lt;/div&gt;&lt;/div&gt;&lt;div id=&quot;ftn11&quot;&gt;&lt;div class=&quot;MsoFootnoteText&quot;&gt;&lt;a href=&quot;file:///C:/Documents%20and%20Settings/ammi/My%20Documents/Beautiful.docx#_ftnref11&quot; name=&quot;_ftn11&quot; title=&quot;&quot;&gt;&lt;span class=&quot;MsoFootnoteReference&quot;&gt;&lt;span class=&quot;MsoFootnoteReference&quot;&gt;&lt;span style=&quot;font-family: Calibri, sans-serif; font-size: 10pt; line-height: 115%;&quot;&gt;[11]&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;/a&gt; Saheeh Muslim,Vol 3,Hadith 1584.&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;</content><link rel='replies' type='application/atom+xml' href='http://jonelya.blogspot.com/feeds/1701774944434820472/comments/default' title='Post Comments'/><link rel='replies' type='text/html' href='http://jonelya.blogspot.com/2012/02/beautiful-sweet-prophet.html#comment-form' title='0 Comments'/><link rel='edit' type='application/atom+xml' href='http://www.blogger.com/feeds/7320765894818381501/posts/default/1701774944434820472'/><link rel='self' type='application/atom+xml' href='http://www.blogger.com/feeds/7320765894818381501/posts/default/1701774944434820472'/><link rel='alternate' type='text/html' href='http://jonelya.blogspot.com/2012/02/beautiful-sweet-prophet.html' title='Beautiful &amp; sweet Prophet Muhammad(Salallaho alayhay wa sallam)'/><author><name>muhammad</name><uri>http://www.blogger.com/profile/09897152893922145455</uri><email>noreply@blogger.com</email><gd:image rel='http://schemas.google.com/g/2005#thumbnail' width='16' height='16' src='https://img1.blogblog.com/img/b16-rounded.gif'/></author><thr:total>0</thr:total></entry><entry><id>tag:blogger.com,1999:blog-7320765894818381501.post-1985582539262143277</id><published>2012-02-06T23:31:00.000-08:00</published><updated>2012-02-06T23:51:36.242-08:00</updated><title type='text'>Wasting Food is forbidden in Islam</title><content type='html'>&lt;div dir=&quot;ltr&quot; style=&quot;text-align: left;&quot; trbidi=&quot;on&quot;&gt;&lt;br /&gt;
&lt;h1&gt;Don’t throw Food&lt;/h1&gt;&lt;div class=&quot;MsoNormal&quot;&gt;&lt;br /&gt;
&lt;/div&gt;&lt;div class=&quot;MsoNormal&quot; dir=&quot;RTL&quot; style=&quot;direction: rtl; margin-bottom: 0.0001pt; text-align: right; unicode-bidi: embed;&quot;&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Microsoft Uighur&#39;; font-size: 10pt;&quot;&gt;حدثنا إبراهيم بن محمد بن يوسف الفريابي حدثنا وساج بن عقبة بن وساج حدثنا الوليد بن محمد الموقري حدثنا الزهري عن عروة عن عاشة قالت دخل النبي صلی الله عليه وسلم البيت فرأی کسرة ملقاة فأخذها فمسحها ثم أکلها وقال يا عاشة أکرمي کريما فإنها ما نفرت عن قوم قط فعادت إليهم.سنن ابن ماجہ &lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;&lt;div align=&quot;right&quot; class=&quot;MsoNormal&quot; style=&quot;text-align: right;&quot;&gt;&lt;span dir=&quot;RTL&quot; lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Alvi Nastaleeq&#39;;&quot;&gt;&amp;nbsp;&lt;/span&gt;&lt;span dir=&quot;RTL&quot; lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Alvi Nastaleeq&#39;; font-size: 14pt; line-height: 115%;&quot;&gt;ابراہیم بن محمد بن یوسف فریابی، ساج بن عقبہ بن وساج، ولید بن محمد موقری، زہری، عروہ، سیدہ عائشہ صدیقہ رضی اللہ عنہا بیان فرماتی ہیں کہ نبی صلی اللہ علیہ وآلہ وسلم گھر تشریف لائے تو روٹی کا ایک ٹکڑا پڑا ہوا دیکھا۔ آپ صلی اللہ علیہ وآلہ وسلم نے اسے اٹھا لیا اور صاف کر کے کھالیا اور فرمایا اے عائشہ! عزت والے (اللہ تعالیٰ کے رزق) کی عزت کرو کیونکہ اللہ کا رزق جب کسی قوم سے پھر جائے تو واپس نہیں آتا. سنن ابن ماجہ:جلد سوم:حدیث نمبر 234&amp;nbsp; &amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;&lt;div class=&quot;MsoNormal&quot;&gt;&lt;span style=&quot;font-family: &#39;Agency FB&#39;, sans-serif; font-size: 14pt; line-height: 115%;&quot;&gt;It was narrated that &#39;Aishah said: &quot;The Messenger of Allah P.B.U.H entered the house and saw a piece of bread that had been thrown (on the floor). He picked it up, wiped it and ate it, and said: &#39;0 &#39;Aishah, show honor to the precious (i.e., food), for if the blessing of food departs from people, it never comes back.&quot;&lt;a href=&quot;http://www.blogger.com/post-create.g?blogID=7320765894818381501#_ftn1&quot; name=&quot;_ftnref1&quot; title=&quot;&quot;&gt;&lt;span class=&quot;MsoFootnoteReference&quot;&gt;&lt;span class=&quot;MsoFootnoteReference&quot;&gt;&lt;span style=&quot;font-size: 14pt; line-height: 115%;&quot;&gt;[1]&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;/a&gt;&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;&lt;h1&gt;Don’t eat all that whatever you like&lt;/h1&gt;&lt;div class=&quot;MsoNormal&quot; dir=&quot;RTL&quot; style=&quot;direction: rtl; margin-bottom: 0.0001pt; text-align: right; unicode-bidi: embed;&quot;&gt;&lt;br /&gt;
&lt;/div&gt;&lt;div class=&quot;MsoNormal&quot; dir=&quot;RTL&quot; style=&quot;direction: rtl; margin-bottom: 0.0001pt; text-align: right; unicode-bidi: embed;&quot;&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Microsoft Uighur&#39;; font-size: 10pt;&quot;&gt;حدثنا هشام بن عمار وسويد بن سعيد ويحيی بن عثمان بن سعيد بن کثير بن دينار الحمصي قالوا حدثنا بقية بن الوليد حدثنا يوسف بن أبي کثير عن نوح بن ذکوان عن الحسن عن أنس بن مالک قال قال رسول الله صلی الله عليه وسلم إن من السرف أن تأکل کل ما اشتهيت. سنن ابن ماجہ&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;&lt;div class=&quot;MsoNormal&quot; dir=&quot;RTL&quot; style=&quot;direction: rtl; margin-bottom: 0.0001pt; text-align: right; unicode-bidi: embed;&quot;&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Alvi Nastaleeq&#39;; font-size: 14pt;&quot;&gt;ہشام بن عمار، سوید بن سعید، یحییٰ بن عثمان بن سعید بن کثیر بن دینارحمصی، بقیہ بن ولید، یوسف بن ابی کثیر، نوح بن ذکوان، حسن، حضرت انس بن مالک رضی اللہ عنہ فرماتے ہیں کہ رسول اللہ صلی اللہ علیہ وآلہ وسلم نے فرمایا یہ بھی اسراف ہے کہ تم ہر وہ چیز کھاؤ جس کو (تمہارا) جی چاہے۔ سنن ابن ماجہ:جلد سوم:حدیث نمبر 233&amp;nbsp; &lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;&lt;div class=&quot;MsoNormal&quot; style=&quot;margin-bottom: 0.0001pt;&quot;&gt;&lt;span style=&quot;font-family: &#39;Agency FB&#39;, sans-serif; font-size: 14pt;&quot;&gt;It was narrated from Anas bin Malik that the Messenger of Allah P.B.U.H said: &quot;It is extravagance to eat everything you want.&quot;&lt;a href=&quot;http://www.blogger.com/post-create.g?blogID=7320765894818381501#_ftn2&quot; name=&quot;_ftnref2&quot; title=&quot;&quot;&gt;&lt;span class=&quot;MsoFootnoteReference&quot;&gt;&lt;span class=&quot;MsoFootnoteReference&quot;&gt;&lt;span style=&quot;font-size: 14pt; line-height: 115%;&quot;&gt;[2]&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;/a&gt;&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;&lt;h1&gt;Don’t Eat too much&lt;/h1&gt;&lt;div class=&quot;MsoNormal&quot; dir=&quot;RTL&quot; style=&quot;direction: rtl; margin-bottom: 0.0001pt; text-align: right; unicode-bidi: embed;&quot;&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Microsoft Uighur&#39;; font-size: 12pt;&quot;&gt;حدثنا عمرو بن رافع حدثنا عبد العزيز بن عبد الله أبو يحيی عن يحيی البکا عن ابن عمر قال تجشأ رجل عند النبي صلی الله عليه وسلم فقال کف جشاک عنا فإن أطولکم جوعا يوم القيامة أکثرکم شبعا في دار الدنيا. سنن ابن ماجہ&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;&lt;div class=&quot;MsoNormal&quot; dir=&quot;RTL&quot; style=&quot;direction: rtl; margin-bottom: 0.0001pt; text-align: right; unicode-bidi: embed;&quot;&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Alvi Nastaleeq&#39;; font-size: 14pt;&quot;&gt;عمرو بن رافع، عبدالعزیز بن عبداللہ ، ابویحییٰ ، یحییٰ بکاء، حضرت ابن عمر رضی اللہ عنہ فرماتے کہ ایک شخص نے نبی صلی اللہ علیہ وآلہ وسلم کے پاس ڈکار لی تو آپ صلی اللہ علیہ وآلہ وسلم نے فرمایا اپنی ڈکار کو روکو اور ہم سے دور رکھو۔ اس لیے کہ روز قیامت تم میں سے زیادہ طویل بھوک ان لوگوں کو لگے گی جو دار دنیا میں زیادہ سیر ہو کر کھاتے ہیں ۔ سنن ابن ماجہ:جلد سوم:حدیث نمبر&lt;/span&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Alvi Nastaleeq&#39;;&quot;&gt; 231&amp;nbsp; &lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;&lt;div class=&quot;MsoNormal&quot; style=&quot;margin-bottom: 0.0001pt;&quot;&gt;&lt;span dir=&quot;LTR&quot;&gt;&lt;/span&gt;&lt;span style=&quot;font-family: &#39;Agency FB&#39;, sans-serif; font-size: 14pt;&quot;&gt;&lt;span dir=&quot;LTR&quot;&gt;&lt;/span&gt;&amp;nbsp; It was narrated that Ibn ‘Umar said: “A man burped in the presence of the Prophet P.B.U.H and he said: ‘Withhold your burps from us! For the most hungry of you on the Day of Resurrection will be those who most ate theft fill in this world.”&lt;a href=&quot;http://www.blogger.com/post-create.g?blogID=7320765894818381501#_ftn3&quot; name=&quot;_ftnref3&quot; title=&quot;&quot;&gt;&lt;span class=&quot;MsoFootnoteReference&quot;&gt;&lt;span class=&quot;MsoFootnoteReference&quot;&gt;&lt;span style=&quot;font-size: 14pt; line-height: 115%;&quot;&gt;[3]&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;/a&gt;&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;&lt;div class=&quot;MsoNormal&quot; style=&quot;margin-bottom: 0.0001pt;&quot;&gt;&lt;br /&gt;
&lt;/div&gt;&lt;div class=&quot;MsoNormal&quot; dir=&quot;RTL&quot; style=&quot;direction: rtl; margin-bottom: 0.0001pt; text-align: right; unicode-bidi: embed;&quot;&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Microsoft Uighur&#39;;&quot;&gt;حدثنا داود بن سليمان العسکري ومحمد بن الصباح قالا حدثنا سعيد بن محمد الثقفي عن موسی الجهني عن زيد بن وهب عن عطية بن عامر الجهني قال سمعت سلمان وأکره علی طعام يأکله فقال حسبي أني سمعت رسول الله صلی الله عليه وسلم يقول إن أکثر الناس شبعا في الدنيا أطولهم جوعا يوم القيامة. سنن ابن ماجہ&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;&lt;div class=&quot;MsoNormal&quot; dir=&quot;RTL&quot; style=&quot;direction: rtl; margin-bottom: 0.0001pt; text-align: right; unicode-bidi: embed;&quot;&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Alvi Nastaleeq&#39;;&quot;&gt;&amp;nbsp;&lt;/span&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Alvi Nastaleeq&#39;; font-size: 14pt;&quot;&gt;داؤد بن سلیمان عسکری، محمد بن صباح، سعید بن محمد ثقفی، موسیٰ جہنی، زید بن وہب، حضرت عطیہ بن عامر جہنی فرماتے ہیں کہ حضرت سلمان کو زبردستی کھانا کھلایا جا رہا تھا۔ آپ نے فرمایا کہ میرے لیے اتنی بات کافی ہے کہ میں نے رسول اللہ صلی اللہ علیہ وآلہ وسلم کو یہ فرماتے سنا جو لوگ دنیا میں زیادہ سیر ہوتے ہیں وہی روز قیامت سب سے زیادہ بھوکے ہوں گے۔ سنن ابن ماجہ:جلد سوم:حدیث نمبر 232&amp;nbsp; &lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;&lt;div class=&quot;MsoNormal&quot; style=&quot;margin-bottom: 0.0001pt;&quot;&gt;&lt;span style=&quot;font-family: &#39;Agency FB&#39;, sans-serif; font-size: 14pt;&quot;&gt;It was narrated that Atiyyah bin &#39; Amir Al-Juhani said.: &quot;I heard Salman, when he was forced to eat food, say: It is sufficient for me that I heard the Messenger of Allah P.B.U.H say: The people who most eat their fill in this world will be the most hungry on the Day of Resurrection.&#39;&quot;&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;&lt;h1&gt;Eat One Quarter of your stomach&lt;/h1&gt;&lt;div class=&quot;MsoNormal&quot; dir=&quot;RTL&quot; style=&quot;direction: rtl; margin-bottom: 0.0001pt; text-align: right; unicode-bidi: embed;&quot;&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Microsoft Uighur&#39;;&quot;&gt;حدثنا هشام بن عبد الملک الحمصي حدثنا محمد بن حرب حدثتني أمي عن أمها أنها سمعت المقدام بن معد يکرب يقول سمعت رسول الله صلی الله عليه وسلم يقول ما ملأ آدمي وعا شرا من بطن حسب الآدمي لقيمات يقمن صلبه فإن غلبت الآدمي نفسه فثلث للطعام وثلث للشراب وثلث للنفس. سنن ابن ماجہ&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;&lt;div class=&quot;MsoNormal&quot; dir=&quot;RTL&quot; style=&quot;direction: rtl; margin-bottom: 0.0001pt; text-align: right; unicode-bidi: embed;&quot;&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Alvi Nastaleeq&#39;;&quot;&gt;ہشام بن عبدالملک حمصی، محمد بن حرب، حضرت مقدام بن معدیکرب فرماتے ہیں کہ میں نے رسول اللہ صلی اللہ علیہ وآلہ وسلم کو یہ فرماتے سنا آدمی کے پیٹ سے زیادہ برا کوئی برتن نہیں بھرتا۔ آدمی کے لیے چند نوالے کافی ہیں جو اس کی کمر سیدھی رکھیں اور اگر آدمی کا نفس اس پر غالب ہی آجائے (اور چند نوالوں پر اکتفانہ کرسکے) تو تہائی پیٹ کھانے کے لیے، تہائی پینے کے لیے اور تہائی سانس کے لیے (مختص کر دے). سنن ابن ماجہ:جلد سوم:حدیث نمبر 230&amp;nbsp; &lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;&lt;div class=&quot;MsoNormal&quot; style=&quot;margin-bottom: 0.0001pt;&quot;&gt;&lt;span style=&quot;font-family: &#39;Agency FB&#39;, sans-serif; font-size: 14pt;&quot;&gt;Miqdam bin Madikarib said: &quot;I heard the Messenger of Allah P.B.U.H say: &#39;A human being fills no worse vessel than his stomach. It is sufficient for a human being to eat a few mouthfuls to keep his spine straight. But if he must (fill it), then one third for food, one third for drink and one third for air.&quot;&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;&lt;div class=&quot;MsoNormal&quot;&gt;&lt;br /&gt;
&lt;/div&gt;&lt;h1&gt;&lt;span dir=&quot;RTL&quot; lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Times New Roman&#39;, serif;&quot;&gt;The food of&amp;nbsp;&amp;nbsp; one is enough for two&lt;/span&gt;&lt;/h1&gt;&lt;div class=&quot;MsoNormal&quot; dir=&quot;RTL&quot; style=&quot;direction: rtl; margin-bottom: 0.0001pt; text-align: right; unicode-bidi: embed;&quot;&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Microsoft Sans Serif&#39;, sans-serif; font-size: 8pt;&quot;&gt;حدثنا الحسن بن علي الخلال حدثنا الحسن بن موسی حدثنا سعيد بن زيد حدثنا عمرو بن دينار قهرمان آل الزبير قال سمعت سالم بن عبد الله بن عمر عن أبيه عن جده عمر بن الخطاب قال قال رسول الله صلی الله عليه وسلم إن طعام الواحد يکفي الاثنين وإن طعام الاثنين يکفي الثلاثة والأربعة وإن طعام الأربعة يکفي الخمسة والستة.&lt;/span&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Alvi Nastaleeq&#39;;&quot;&gt; سنن ابن ماجہ&lt;/span&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Microsoft Sans Serif&#39;, sans-serif; font-size: 8pt;&quot;&gt;&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;&lt;div class=&quot;MsoNormal&quot; dir=&quot;RTL&quot; style=&quot;direction: rtl; margin-bottom: 0.0001pt; text-align: right; unicode-bidi: embed;&quot;&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Alvi Nastaleeq&#39;; font-size: 14pt;&quot;&gt;حسن بن علی خلال، حسن بن موسیٰ سعید بن زید، عمرو بن دینار، آل زبیر، سالم بن عبداللہ بن عمر، حضرت عمر بن خطاب رضی اللہ عنہ بیان فرماتے ہیں کہ رسول اللہ صلی اللہ علیہ وآلہ وسلم نے ارشاد فرمایا بلاشبہ ایک شخص کا کھانا دو کے لیے کفایت کرتا ہے اور دو کا کھانا تین چار (اشخاص) کے لیے کفایت کرتا ہے اور چار کا کھانا پانچ، چھ کے لیے کفایت کرتا ہے۔ سنن ابن ماجہ:جلد سوم:حدیث نمبر 136&amp;nbsp; &lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;&lt;div class=&quot;MsoNormal&quot; style=&quot;margin-bottom: 0.0001pt;&quot;&gt;&lt;span style=&quot;font-family: &#39;Agency FB&#39;, sans-serif; font-size: 14pt;&quot;&gt;It was narrated from &#39;Umar bin Khattab that the Messenger of Allah said: &quot;The food of one is sufficient for two, and the food of two is sufficient for three or four, and the food of four is sufficient for five or six.&quot;&lt;a href=&quot;http://www.blogger.com/post-create.g?blogID=7320765894818381501#_ftn4&quot; name=&quot;_ftnref4&quot; title=&quot;&quot;&gt;&lt;span class=&quot;MsoFootnoteReference&quot;&gt;&lt;span class=&quot;MsoFootnoteReference&quot;&gt;&lt;span style=&quot;font-size: 14pt; line-height: 115%;&quot;&gt;[4]&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;/a&gt;&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;&lt;div align=&quot;right&quot; class=&quot;MsoNormal&quot; dir=&quot;RTL&quot; style=&quot;direction: rtl; margin-bottom: 0.0001pt; unicode-bidi: embed;&quot;&gt;&lt;br /&gt;
&lt;/div&gt;&lt;h1&gt;&lt;span dir=&quot;RTL&quot; lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Times New Roman&#39;, serif;&quot;&gt;A Muslim always eats Less than a Non Muslim&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/h1&gt;&lt;div class=&quot;MsoNormal&quot; dir=&quot;RTL&quot; style=&quot;direction: rtl; margin-bottom: 0.0001pt; text-align: right; unicode-bidi: embed;&quot;&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Microsoft Uighur&#39;; font-size: 14pt;&quot;&gt;حدثنا أبو بکر بن أبي شيبة حدثنا عفان ح و حدثنا محمد بن بشار حدثنا محمد بن جعفر قالا حدثنا شعبة عن عدي بن ثابت عن أبي حازم عن أبي هريرة قال قال رسول الله صلی الله عليه وسلم المؤمن يأکل في معی واحد والکافر يأکل في سبعة أمعا. سنن ابن ماجہ&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;&lt;div class=&quot;MsoNormal&quot; dir=&quot;RTL&quot; style=&quot;direction: rtl; margin-bottom: 0.0001pt; text-align: right; unicode-bidi: embed;&quot;&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Alvi Nastaleeq&#39;;&quot;&gt;&amp;nbsp;&lt;/span&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Alvi Nastaleeq&#39;; font-size: 14pt;&quot;&gt;ابوبکر بن ابی شیبہ، عفان، محمد بن بشارعدی بن ثابت، ابی حازم، حضرت ابوہریرہ رضی اللہ عنہ بیان فرماتے ہیں کہ رسول اللہ صلی اللہ علیہ وآلہ وسلم نے ارشاد فرمایا مومن ایک آنت میں کھاتا ہے اور کافر سات آنتوں میں ۔ سنن ابن ماجہ:جلد سوم:حدیث نمبر 137&amp;nbsp; &lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;&lt;div class=&quot;MsoNormal&quot; style=&quot;margin-bottom: 0.0001pt;&quot;&gt;It was narrated from Abu Hurairah that the Messenger of Allah said: &quot;The believer eats with one intestine and the disbeliever eats with seven intestines.&quot;&lt;a href=&quot;http://www.blogger.com/post-create.g?blogID=7320765894818381501#_ftn5&quot; name=&quot;_ftnref5&quot; title=&quot;&quot;&gt;&lt;span class=&quot;MsoFootnoteReference&quot;&gt;&lt;span class=&quot;MsoFootnoteReference&quot;&gt;&lt;span style=&quot;font-family: Calibri, sans-serif; font-size: 11pt; line-height: 115%;&quot;&gt;[5]&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;/a&gt;&lt;o:p&gt;&lt;/o:p&gt;&lt;/div&gt;&lt;h1&gt;Wipe &amp;amp; clean your plates with fingers&lt;span dir=&quot;RTL&quot; lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Times New Roman&#39;, serif;&quot;&gt;&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/h1&gt;&lt;div class=&quot;MsoNormal&quot; dir=&quot;RTL&quot; style=&quot;direction: rtl; margin-bottom: 0.0001pt; text-align: right; unicode-bidi: embed;&quot;&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Microsoft Uighur&#39;;&quot;&gt;حدثنا أبو بکر بن أبي شيبة حدثنا يزيد بن هارون أنبأنا أبو اليمان البرا قال حدثتني جدتي أم عاصم قالت دخل علينا نبيشة مولی النبي صلی الله عليه وسلم ونحن نأکل في قصعة فقال قال النبي صلی الله عليه وسلم من أکل في قصعة فلحسها استغفرت له القصعة. سنن ابن ماجہ&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;&lt;div class=&quot;MsoNormal&quot; dir=&quot;RTL&quot; style=&quot;direction: rtl; margin-bottom: 0.0001pt; text-align: right; unicode-bidi: embed;&quot;&gt;&lt;span lang=&quot;AR-SA&quot; style=&quot;font-family: &#39;Alvi Nastaleeq&#39;; font-size: 14pt;&quot;&gt;&amp;nbsp;ابوبکر بن ابی شیبہ، یزید بن ہارون، ابویمان براء، حضرت ام عاصم فرماتی ہیں کہ ہم پیالہ میں کھانا کھا رہے تھے کہ ہمارے پاس رسول اللہ صلی اللہ علیہ وآلہ وسلم کے آزاد کردہ غلام نبیشہ آئے اور کہا کہ نبی صلی اللہ علیہ وآلہ وسلم نے فرمایا جو پیالہ میں کھانا کھائے پھر اسے چاٹ کر صاف کر لے تو پیالہ اس کے حق میں بخشش اور مغفرت کی دعا کرتا ہے۔ سنن ابن ماجہ:جلد سوم:حدیث نمبر 152&amp;nbsp; &lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;&lt;div class=&quot;MsoNormal&quot; style=&quot;margin-bottom: 0.0001pt;&quot;&gt;&lt;span style=&quot;font-family: &#39;Agency FB&#39;, sans-serif; font-size: 14pt;&quot;&gt;It was narrated that Umm &#39;Asim said: &quot;Nubaishah, the freed slave of the Messenger of Allah entered upon us when we were eating from a bowl He said that the Messenger of Allah said: &quot;Whoever eats from a bowl and cleans it, the bowl will pray for forgiveness for him.&quot;&lt;a href=&quot;http://www.blogger.com/post-create.g?blogID=7320765894818381501#_ftn6&quot; name=&quot;_ftnref6&quot; title=&quot;&quot;&gt;&lt;span class=&quot;MsoFootnoteReference&quot;&gt;&lt;span class=&quot;MsoFootnoteReference&quot;&gt;&lt;span style=&quot;font-size: 14pt; line-height: 115%;&quot;&gt;[6]&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;/a&gt;&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/div&gt;&lt;h1&gt;Pray for the following Muslims that Allah give them guidance.&lt;/h1&gt;&lt;div class=&quot;MsoNormal&quot;&gt;Nowadays,its a common custom by Arab Muslims in the Middle East to waste food especially in the holy month of Ramadan and wedding&amp;nbsp;ceremonies.&lt;/div&gt;&lt;div class=&quot;MsoNormal&quot;&gt;May Allah give guidance to all of us amen (Allahuma salay ala Muhammad).&lt;/div&gt;&lt;div class=&quot;separator&quot; 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&lt;hr align=&quot;left&quot; size=&quot;1&quot; width=&quot;33%&quot; /&gt;&lt;div id=&quot;ftn1&quot;&gt;&lt;div class=&quot;MsoFootnoteText&quot;&gt;&lt;a href=&quot;http://www.blogger.com/post-create.g?blogID=7320765894818381501#_ftnref1&quot; name=&quot;_ftn1&quot; title=&quot;&quot;&gt;&lt;span class=&quot;MsoFootnoteReference&quot;&gt;&lt;span class=&quot;MsoFootnoteReference&quot;&gt;&lt;span style=&quot;font-family: Calibri, sans-serif; font-size: 10pt; line-height: 115%;&quot;&gt;[1]&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;/a&gt; Sunan Ibn Majah,Vol 3,Hadith 234&lt;/div&gt;&lt;/div&gt;&lt;div id=&quot;ftn2&quot;&gt;&lt;div class=&quot;MsoFootnoteText&quot;&gt;&lt;a href=&quot;http://www.blogger.com/post-create.g?blogID=7320765894818381501#_ftnref2&quot; name=&quot;_ftn2&quot; title=&quot;&quot;&gt;&lt;span class=&quot;MsoFootnoteReference&quot;&gt;&lt;span class=&quot;MsoFootnoteReference&quot;&gt;&lt;span style=&quot;font-family: Calibri, sans-serif; font-size: 10pt; line-height: 115%;&quot;&gt;[2]&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;/a&gt; Sunan Ibn Majah,Vol 3,Hadith 233&lt;/div&gt;&lt;/div&gt;&lt;div id=&quot;ftn3&quot;&gt;&lt;div class=&quot;MsoFootnoteText&quot;&gt;&lt;a href=&quot;http://www.blogger.com/post-create.g?blogID=7320765894818381501#_ftnref3&quot; name=&quot;_ftn3&quot; title=&quot;&quot;&gt;&lt;span class=&quot;MsoFootnoteReference&quot;&gt;&lt;span class=&quot;MsoFootnoteReference&quot;&gt;&lt;span style=&quot;font-family: Calibri, sans-serif; font-size: 10pt; line-height: 115%;&quot;&gt;[3]&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;/a&gt; Sunan Ibn Majah,Vol 3,Hadith 231.&lt;/div&gt;&lt;/div&gt;&lt;div id=&quot;ftn4&quot;&gt;&lt;div class=&quot;MsoFootnoteText&quot;&gt;&lt;a href=&quot;http://www.blogger.com/post-create.g?blogID=7320765894818381501#_ftnref4&quot; name=&quot;_ftn4&quot; title=&quot;&quot;&gt;&lt;span class=&quot;MsoFootnoteReference&quot;&gt;&lt;span class=&quot;MsoFootnoteReference&quot;&gt;&lt;span style=&quot;font-family: Calibri, sans-serif; font-size: 10pt; line-height: 115%;&quot;&gt;[4]&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;/a&gt; Sunan Ibn Majah,Vol 3,Hadith 136&lt;/div&gt;&lt;/div&gt;&lt;div id=&quot;ftn5&quot;&gt;&lt;div class=&quot;MsoFootnoteText&quot;&gt;&lt;a href=&quot;http://www.blogger.com/post-create.g?blogID=7320765894818381501#_ftnref5&quot; name=&quot;_ftn5&quot; title=&quot;&quot;&gt;&lt;span class=&quot;MsoFootnoteReference&quot;&gt;&lt;span class=&quot;MsoFootnoteReference&quot;&gt;&lt;span style=&quot;font-family: Calibri, sans-serif; font-size: 10pt; line-height: 115%;&quot;&gt;[5]&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;/a&gt; Sunan Ibn Majah,Vol 3,Hadith 137&lt;/div&gt;&lt;/div&gt;&lt;div id=&quot;ftn6&quot;&gt;&lt;div class=&quot;MsoFootnoteText&quot;&gt;&lt;a href=&quot;http://www.blogger.com/post-create.g?blogID=7320765894818381501#_ftnref6&quot; name=&quot;_ftn6&quot; title=&quot;&quot;&gt;&lt;span class=&quot;MsoFootnoteReference&quot;&gt;&lt;span class=&quot;MsoFootnoteReference&quot;&gt;&lt;span style=&quot;font-family: Calibri, sans-serif; font-size: 10pt; line-height: 115%;&quot;&gt;[6]&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;/a&gt; Sunan Ibn Majah,Vol 3,Hadith 152&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;</content><link rel='replies' type='application/atom+xml' href='http://jonelya.blogspot.com/feeds/1985582539262143277/comments/default' title='Post Comments'/><link rel='replies' type='text/html' href='http://jonelya.blogspot.com/2012/02/wasting-food-is-forbidden-in-islam.html#comment-form' title='0 Comments'/><link rel='edit' type='application/atom+xml' href='http://www.blogger.com/feeds/7320765894818381501/posts/default/1985582539262143277'/><link rel='self' type='application/atom+xml' href='http://www.blogger.com/feeds/7320765894818381501/posts/default/1985582539262143277'/><link rel='alternate' type='text/html' href='http://jonelya.blogspot.com/2012/02/wasting-food-is-forbidden-in-islam.html' title='Wasting Food is forbidden in Islam'/><author><name>muhammad</name><uri>http://www.blogger.com/profile/09897152893922145455</uri><email>noreply@blogger.com</email><gd:image rel='http://schemas.google.com/g/2005#thumbnail' width='16' height='16' src='https://img1.blogblog.com/img/b16-rounded.gif'/></author><media:thumbnail xmlns:media="http://search.yahoo.com/mrss/" url="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEg460xmAmsHCIWbHkoGHRUwbN5OlFMGaqGiBKe9YRgagBx6elz3uBPCpK9uMFtKov646LV6QaMnJrgXH7n52FhBjVqhuBeD9dOZYuFQI_Qll6G1nG32ReHwc7voC8MCxtzklAXyNuAp2UM/s72-c/alotoffoodwastey.jpg" height="72" width="72"/><thr:total>0</thr:total></entry></feed>