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		<title>Labor&#8217;s Many Robots</title>
		<link>https://bughousesquare.wordpress.com/2016/02/17/labors-many-robots/</link>
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		<dc:creator><![CDATA[Tobias Higbie]]></dc:creator>
		<pubDate>Wed, 17 Feb 2016 06:56:00 +0000</pubDate>
				<category><![CDATA[Document]]></category>
		<category><![CDATA[History]]></category>
		<category><![CDATA[Iconography]]></category>
		<category><![CDATA[Labor]]></category>
		<category><![CDATA[Technology]]></category>
		<category><![CDATA[images]]></category>
		<category><![CDATA[Labor Age]]></category>
		<category><![CDATA[robots]]></category>
		<guid isPermaLink="false">http://bughousesquare.wordpress.com/?p=1156</guid>

					<description><![CDATA[As I work through my book manuscript, I am coming across a rich crop of new robot images to supplement my earlier article Why Do Robots Rebel?  As it happens, the journal Labor Age was a frequent publisher and re-publisher &#8230; <a href="https://bughousesquare.wordpress.com/2016/02/17/labors-many-robots/">Continue reading <span class="meta-nav">&#8594;</span></a>]]></description>
										<content:encoded><![CDATA[<p>As I work through my book manuscript, I am coming across a rich crop of new robot images to supplement my earlier article <a href="http://labor.dukejournals.org/content/10/1/99.short" target="_blank">Why Do Robots Rebel?</a>  As it happens, the journal <span style="text-decoration:underline;">Labor Age</span> was a frequent publisher and re-publisher of robot imagery reflecting its editors concerns with technological unemployment, company unions, and the power of the state. For instance, &#8220;The Relief Engineer&#8221; depicts Herbert Hoover as a robot trampling workers underfoot as he delivers aid to needy bankers who call to robot-hoover by means of a remote control device. The cartoon falls in line with many others that depict anthropomorphic robots as crushing human bodies or sweeping them into dustbins. Remote control devices as a symbol for lack of individual will was also a common them in <span style="text-decoration:underline;">Labor Age</span>, for example in the cartoon &#8220;The Hand that Rules the Convention&#8221; depicting &#8220;Big Business Psychology&#8221; directing the votes of AFL delegates by means of an electric box.</p>
<p>Among the more unusual images is &#8220;Robotizing the Labor Banner,&#8221; borrowed from the UK, which depicts AFL cooperation with business leaders as a homosexual partnership. The image really has no robot allusions, so the title points to the extreme flexibility of the term, able to encompass all manner of negative connotations.</p>
<p>All of these, and more, appear in my Flickr album, <a href="https://www.flickr.com/gp/higbie/0az158" target="_blank">Robots</a>.</p>

<a href='https://bughousesquare.wordpress.com/wp-content/uploads/2015/11/retailrobot.jpg'><img width="300" height="225" src="https://bughousesquare.wordpress.com/wp-content/uploads/2015/11/retailrobot.jpg?w=300" class="attachment-medium size-medium" alt="" srcset="https://bughousesquare.wordpress.com/wp-content/uploads/2015/11/retailrobot.jpg?w=300 300w, https://bughousesquare.wordpress.com/wp-content/uploads/2015/11/retailrobot.jpg?w=600 600w, https://bughousesquare.wordpress.com/wp-content/uploads/2015/11/retailrobot.jpg?w=150 150w" sizes="(max-width: 300px) 100vw, 300px" data-attachment-id="1170" data-permalink="https://bughousesquare.wordpress.com/retailrobot/" data-orig-file="https://bughousesquare.wordpress.com/wp-content/uploads/2015/11/retailrobot.jpg" data-orig-size="2398,1798" data-comments-opened="1" data-image-meta="{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;1&quot;}" data-image-title="The Retail Robot" data-image-description="" data-image-caption="" data-medium-file="https://bughousesquare.wordpress.com/wp-content/uploads/2015/11/retailrobot.jpg?w=300" data-large-file="https://bughousesquare.wordpress.com/wp-content/uploads/2015/11/retailrobot.jpg?w=640" /></a>
<a href='https://bughousesquare.wordpress.com/wp-content/uploads/2015/11/robotizinglaborsbanner.jpg'><img width="220" height="300" src="https://bughousesquare.wordpress.com/wp-content/uploads/2015/11/robotizinglaborsbanner.jpg?w=220" class="attachment-medium size-medium" alt="" srcset="https://bughousesquare.wordpress.com/wp-content/uploads/2015/11/robotizinglaborsbanner.jpg?w=220 220w, https://bughousesquare.wordpress.com/wp-content/uploads/2015/11/robotizinglaborsbanner.jpg?w=440 440w, https://bughousesquare.wordpress.com/wp-content/uploads/2015/11/robotizinglaborsbanner.jpg?w=110 110w" sizes="(max-width: 220px) 100vw, 220px" data-attachment-id="1169" data-permalink="https://bughousesquare.wordpress.com/robotizinglaborsbanner/" data-orig-file="https://bughousesquare.wordpress.com/wp-content/uploads/2015/11/robotizinglaborsbanner.jpg" data-orig-size="1676,2283" data-comments-opened="1" data-image-meta="{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;1&quot;}" data-image-title="Robotizing Labors Banner" data-image-description="" data-image-caption="" data-medium-file="https://bughousesquare.wordpress.com/wp-content/uploads/2015/11/robotizinglaborsbanner.jpg?w=220" data-large-file="https://bughousesquare.wordpress.com/wp-content/uploads/2015/11/robotizinglaborsbanner.jpg?w=640" /></a>
<a href='https://bughousesquare.wordpress.com/wp-content/uploads/2015/11/rulesaflconvention.jpg'><img width="225" height="300" src="https://bughousesquare.wordpress.com/wp-content/uploads/2015/11/rulesaflconvention.jpg?w=225" class="attachment-medium size-medium" alt="" srcset="https://bughousesquare.wordpress.com/wp-content/uploads/2015/11/rulesaflconvention.jpg?w=225 225w, https://bughousesquare.wordpress.com/wp-content/uploads/2015/11/rulesaflconvention.jpg?w=450 450w, https://bughousesquare.wordpress.com/wp-content/uploads/2015/11/rulesaflconvention.jpg?w=112 112w" sizes="(max-width: 225px) 100vw, 225px" data-attachment-id="1168" data-permalink="https://bughousesquare.wordpress.com/rulesaflconvention/" data-orig-file="https://bughousesquare.wordpress.com/wp-content/uploads/2015/11/rulesaflconvention.jpg" data-orig-size="1798,2398" data-comments-opened="1" data-image-meta="{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;1&quot;}" data-image-title="Hand that Rules the Convention" data-image-description="" data-image-caption="" data-medium-file="https://bughousesquare.wordpress.com/wp-content/uploads/2015/11/rulesaflconvention.jpg?w=225" data-large-file="https://bughousesquare.wordpress.com/wp-content/uploads/2015/11/rulesaflconvention.jpg?w=640" /></a>
<a href='https://bughousesquare.wordpress.com/wp-content/uploads/2015/11/modernindustry.jpg'><img width="136" height="300" src="https://bughousesquare.wordpress.com/wp-content/uploads/2015/11/modernindustry.jpg?w=136" class="attachment-medium size-medium" alt="" srcset="https://bughousesquare.wordpress.com/wp-content/uploads/2015/11/modernindustry.jpg?w=136 136w, https://bughousesquare.wordpress.com/wp-content/uploads/2015/11/modernindustry.jpg?w=272 272w, https://bughousesquare.wordpress.com/wp-content/uploads/2015/11/modernindustry.jpg?w=68 68w" sizes="(max-width: 136px) 100vw, 136px" data-attachment-id="1167" data-permalink="https://bughousesquare.wordpress.com/modernindustry/" data-orig-file="https://bughousesquare.wordpress.com/wp-content/uploads/2015/11/modernindustry.jpg" data-orig-size="887,1957" data-comments-opened="1" data-image-meta="{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;1&quot;}" data-image-title="The Workers&amp;#8217; Reward" data-image-description="" data-image-caption="" data-medium-file="https://bughousesquare.wordpress.com/wp-content/uploads/2015/11/modernindustry.jpg?w=136" data-large-file="https://bughousesquare.wordpress.com/wp-content/uploads/2015/11/modernindustry.jpg?w=464" /></a>
<a href='https://bughousesquare.wordpress.com/wp-content/uploads/2015/11/modernjuggernaut.jpg'><img width="185" height="300" src="https://bughousesquare.wordpress.com/wp-content/uploads/2015/11/modernjuggernaut.jpg?w=185" class="attachment-medium size-medium" alt="" srcset="https://bughousesquare.wordpress.com/wp-content/uploads/2015/11/modernjuggernaut.jpg?w=185 185w, https://bughousesquare.wordpress.com/wp-content/uploads/2015/11/modernjuggernaut.jpg?w=370 370w, https://bughousesquare.wordpress.com/wp-content/uploads/2015/11/modernjuggernaut.jpg?w=93 93w" sizes="(max-width: 185px) 100vw, 185px" data-attachment-id="1166" data-permalink="https://bughousesquare.wordpress.com/modernjuggernaut/" data-orig-file="https://bughousesquare.wordpress.com/wp-content/uploads/2015/11/modernjuggernaut.jpg" data-orig-size="1076,1744" data-comments-opened="1" data-image-meta="{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;1&quot;}" data-image-title="Modern Juggernaut" data-image-description="" data-image-caption="" data-medium-file="https://bughousesquare.wordpress.com/wp-content/uploads/2015/11/modernjuggernaut.jpg?w=185" data-large-file="https://bughousesquare.wordpress.com/wp-content/uploads/2015/11/modernjuggernaut.jpg?w=632" /></a>
<a href='https://bughousesquare.wordpress.com/wp-content/uploads/2015/11/caughtbysweep.jpg'><img width="147" height="300" src="https://bughousesquare.wordpress.com/wp-content/uploads/2015/11/caughtbysweep.jpg?w=147" class="attachment-medium size-medium" alt="" srcset="https://bughousesquare.wordpress.com/wp-content/uploads/2015/11/caughtbysweep.jpg?w=147 147w, https://bughousesquare.wordpress.com/wp-content/uploads/2015/11/caughtbysweep.jpg?w=294 294w, https://bughousesquare.wordpress.com/wp-content/uploads/2015/11/caughtbysweep.jpg?w=74 74w" sizes="(max-width: 147px) 100vw, 147px" data-attachment-id="1164" data-permalink="https://bughousesquare.wordpress.com/caughtbysweep/" data-orig-file="https://bughousesquare.wordpress.com/wp-content/uploads/2015/11/caughtbysweep.jpg" data-orig-size="1080,2199" data-comments-opened="1" data-image-meta="{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;1&quot;}" data-image-title="Caught by the Sweep of the Machine" data-image-description="" data-image-caption="" data-medium-file="https://bughousesquare.wordpress.com/wp-content/uploads/2015/11/caughtbysweep.jpg?w=147" data-large-file="https://bughousesquare.wordpress.com/wp-content/uploads/2015/11/caughtbysweep.jpg?w=503" /></a>
<a href='https://bughousesquare.wordpress.com/wp-content/uploads/2015/11/machine-market-labor.jpg'><img width="300" height="134" src="https://bughousesquare.wordpress.com/wp-content/uploads/2015/11/machine-market-labor.jpg?w=300" class="attachment-medium size-medium" alt="" srcset="https://bughousesquare.wordpress.com/wp-content/uploads/2015/11/machine-market-labor.jpg?w=300 300w, https://bughousesquare.wordpress.com/wp-content/uploads/2015/11/machine-market-labor.jpg?w=600 600w, https://bughousesquare.wordpress.com/wp-content/uploads/2015/11/machine-market-labor.jpg?w=150 150w" sizes="(max-width: 300px) 100vw, 300px" data-attachment-id="1163" data-permalink="https://bughousesquare.wordpress.com/machine-market-labor/" data-orig-file="https://bughousesquare.wordpress.com/wp-content/uploads/2015/11/machine-market-labor.jpg" data-orig-size="1932,862" data-comments-opened="1" data-image-meta="{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;1&quot;}" data-image-title="Cause and effect" data-image-description="" data-image-caption="" data-medium-file="https://bughousesquare.wordpress.com/wp-content/uploads/2015/11/machine-market-labor.jpg?w=300" data-large-file="https://bughousesquare.wordpress.com/wp-content/uploads/2015/11/machine-market-labor.jpg?w=640" /></a>
<a href='https://bughousesquare.wordpress.com/wp-content/uploads/2015/11/giantpower.jpg'><img width="224" height="300" src="https://bughousesquare.wordpress.com/wp-content/uploads/2015/11/giantpower.jpg?w=224" class="attachment-medium size-medium" alt="" srcset="https://bughousesquare.wordpress.com/wp-content/uploads/2015/11/giantpower.jpg?w=224 224w, https://bughousesquare.wordpress.com/wp-content/uploads/2015/11/giantpower.jpg?w=448 448w, https://bughousesquare.wordpress.com/wp-content/uploads/2015/11/giantpower.jpg?w=112 112w" sizes="(max-width: 224px) 100vw, 224px" data-attachment-id="1159" data-permalink="https://bughousesquare.wordpress.com/giantpower/" data-orig-file="https://bughousesquare.wordpress.com/wp-content/uploads/2015/11/giantpower.jpg" data-orig-size="1531,2054" data-comments-opened="1" data-image-meta="{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;1&quot;}" data-image-title="The Giant with the Feed of Clay" data-image-description="" data-image-caption="" data-medium-file="https://bughousesquare.wordpress.com/wp-content/uploads/2015/11/giantpower.jpg?w=224" data-large-file="https://bughousesquare.wordpress.com/wp-content/uploads/2015/11/giantpower.jpg?w=640" /></a>
<a href='https://bughousesquare.wordpress.com/wp-content/uploads/2015/11/suicidegun.jpg'><img width="176" height="300" src="https://bughousesquare.wordpress.com/wp-content/uploads/2015/11/suicidegun.jpg?w=176" class="attachment-medium size-medium" alt="" srcset="https://bughousesquare.wordpress.com/wp-content/uploads/2015/11/suicidegun.jpg?w=176 176w, https://bughousesquare.wordpress.com/wp-content/uploads/2015/11/suicidegun.jpg?w=352 352w, https://bughousesquare.wordpress.com/wp-content/uploads/2015/11/suicidegun.jpg?w=88 88w" sizes="(max-width: 176px) 100vw, 176px" data-attachment-id="1162" data-permalink="https://bughousesquare.wordpress.com/suicidegun/" data-orig-file="https://bughousesquare.wordpress.com/wp-content/uploads/2015/11/suicidegun.jpg" data-orig-size="974,1663" data-comments-opened="1" data-image-meta="{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;1&quot;}" data-image-title="Smoke from the suicide gun" data-image-description="&lt;p&gt;Smoke from the suicide gun is incense to the modern god.&lt;/p&gt;
" data-image-caption="" data-medium-file="https://bughousesquare.wordpress.com/wp-content/uploads/2015/11/suicidegun.jpg?w=176" data-large-file="https://bughousesquare.wordpress.com/wp-content/uploads/2015/11/suicidegun.jpg?w=600" /></a>
<a href='https://bughousesquare.wordpress.com/wp-content/uploads/2015/11/genieofunemployment.jpg'><img width="139" height="300" src="https://bughousesquare.wordpress.com/wp-content/uploads/2015/11/genieofunemployment.jpg?w=139" class="attachment-medium size-medium" alt="" srcset="https://bughousesquare.wordpress.com/wp-content/uploads/2015/11/genieofunemployment.jpg?w=139 139w, https://bughousesquare.wordpress.com/wp-content/uploads/2015/11/genieofunemployment.jpg?w=278 278w, https://bughousesquare.wordpress.com/wp-content/uploads/2015/11/genieofunemployment.jpg?w=69 69w" sizes="(max-width: 139px) 100vw, 139px" data-attachment-id="1165" data-permalink="https://bughousesquare.wordpress.com/genieofunemployment/" data-orig-file="https://bughousesquare.wordpress.com/wp-content/uploads/2015/11/genieofunemployment.jpg" data-orig-size="918,1987" data-comments-opened="1" data-image-meta="{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;1&quot;}" data-image-title="Out of the bottle of efficiency&amp;#8230;" data-image-description="&lt;p&gt;out of the bottle of efficiency comes the genie of unemployment&lt;/p&gt;
" data-image-caption="" data-medium-file="https://bughousesquare.wordpress.com/wp-content/uploads/2015/11/genieofunemployment.jpg?w=139" data-large-file="https://bughousesquare.wordpress.com/wp-content/uploads/2015/11/genieofunemployment.jpg?w=473" /></a>
<a href='https://bughousesquare.wordpress.com/wp-content/uploads/2015/11/suggestionsforinventors.jpg'><img width="240" height="300" src="https://bughousesquare.wordpress.com/wp-content/uploads/2015/11/suggestionsforinventors.jpg?w=240" class="attachment-medium size-medium" alt="" srcset="https://bughousesquare.wordpress.com/wp-content/uploads/2015/11/suggestionsforinventors.jpg?w=240 240w, https://bughousesquare.wordpress.com/wp-content/uploads/2015/11/suggestionsforinventors.jpg?w=480 480w, https://bughousesquare.wordpress.com/wp-content/uploads/2015/11/suggestionsforinventors.jpg?w=120 120w" sizes="(max-width: 240px) 100vw, 240px" data-attachment-id="1161" data-permalink="https://bughousesquare.wordpress.com/suggestionsforinventors/" data-orig-file="https://bughousesquare.wordpress.com/wp-content/uploads/2015/11/suggestionsforinventors.jpg" data-orig-size="1603,2007" data-comments-opened="1" data-image-meta="{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;1&quot;}" data-image-title="Suggestions for Inventors" data-image-description="" data-image-caption="" data-medium-file="https://bughousesquare.wordpress.com/wp-content/uploads/2015/11/suggestionsforinventors.jpg?w=240" data-large-file="https://bughousesquare.wordpress.com/wp-content/uploads/2015/11/suggestionsforinventors.jpg?w=640" /></a>
<a href='https://bughousesquare.wordpress.com/wp-content/uploads/2015/11/reliefengineer.jpg'><img width="231" height="300" src="https://bughousesquare.wordpress.com/wp-content/uploads/2015/11/reliefengineer.jpg?w=231" class="attachment-medium size-medium" alt="" srcset="https://bughousesquare.wordpress.com/wp-content/uploads/2015/11/reliefengineer.jpg?w=231 231w, https://bughousesquare.wordpress.com/wp-content/uploads/2015/11/reliefengineer.jpg?w=462 462w, https://bughousesquare.wordpress.com/wp-content/uploads/2015/11/reliefengineer.jpg?w=116 116w" sizes="(max-width: 231px) 100vw, 231px" data-attachment-id="1160" data-permalink="https://bughousesquare.wordpress.com/reliefengineer/" data-orig-file="https://bughousesquare.wordpress.com/wp-content/uploads/2015/11/reliefengineer.jpg" data-orig-size="1151,1494" data-comments-opened="1" data-image-meta="{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;1&quot;}" data-image-title="The Relief Engineer" data-image-description="" data-image-caption="" data-medium-file="https://bughousesquare.wordpress.com/wp-content/uploads/2015/11/reliefengineer.jpg?w=231" data-large-file="https://bughousesquare.wordpress.com/wp-content/uploads/2015/11/reliefengineer.jpg?w=640" /></a>

<p>&nbsp;</p>
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		<title>Mapping the Labor Press</title>
		<link>https://bughousesquare.wordpress.com/2015/04/04/mapping-the-labor-press/</link>
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		<dc:creator><![CDATA[Tobias Higbie]]></dc:creator>
		<pubDate>Sat, 04 Apr 2015 22:24:10 +0000</pubDate>
				<category><![CDATA[Uncategorized]]></category>
		<guid isPermaLink="false">http://bughousesquare.wordpress.com/?p=1149</guid>

					<description><![CDATA[I recently discovered the 1925 American Labor Press Directory, compiled by the same crew that put together the Labor Who&#8217;s Who. Luckily, the press directory (ALPD) is much easier to convert to data. There is less information in each entry, &#8230; <a href="https://bughousesquare.wordpress.com/2015/04/04/mapping-the-labor-press/">Continue reading <span class="meta-nav">&#8594;</span></a>]]></description>
										<content:encoded><![CDATA[<p>I recently discovered the 1925 <em>American Labor Press Directory</em>, compiled by the same crew that put together the <em>Labor Who&#8217;s Who</em>. Luckily, the press directory (ALPD) is much easier to convert to data. There is less information in each entry, and the entries are more regular. Craig Messner at the Center for Digital Humanities did an initial run at it to show me how it could be done. Then I put in the hours with OpenRefine and Excel.</p>
<div data-shortcode="caption" id="attachment_1152" style="width: 310px" class="wp-caption alignright"><a href="https://bughousesquare.wordpress.com/wp-content/uploads/2015/04/chicago-alpd.jpg"><img aria-describedby="caption-attachment-1152" loading="lazy" data-attachment-id="1152" data-permalink="https://bughousesquare.wordpress.com/2015/04/04/mapping-the-labor-press/chicago-alpd/" data-orig-file="https://bughousesquare.wordpress.com/wp-content/uploads/2015/04/chicago-alpd.jpg" data-orig-size="834,728" data-comments-opened="1" data-image-meta="{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;1&quot;}" data-image-title="chicago-alpd" data-image-description="" data-image-caption="&lt;p&gt;Chicago had a thriving labor press sector in 1925. &lt;/p&gt;
" data-medium-file="https://bughousesquare.wordpress.com/wp-content/uploads/2015/04/chicago-alpd.jpg?w=300" data-large-file="https://bughousesquare.wordpress.com/wp-content/uploads/2015/04/chicago-alpd.jpg?w=640" class="wp-image-1152 size-medium" src="https://bughousesquare.wordpress.com/wp-content/uploads/2015/04/chicago-alpd.jpg?w=300&#038;h=262" alt="Chicago had a thriving labor press in 1925. " width="300" height="262" srcset="https://bughousesquare.wordpress.com/wp-content/uploads/2015/04/chicago-alpd.jpg?w=300 300w, https://bughousesquare.wordpress.com/wp-content/uploads/2015/04/chicago-alpd.jpg?w=600 600w, https://bughousesquare.wordpress.com/wp-content/uploads/2015/04/chicago-alpd.jpg?w=150 150w" sizes="(max-width: 300px) 100vw, 300px" /></a><p id="caption-attachment-1152" class="wp-caption-text">Chicago had a thriving labor press in 1925.</p></div>
<p>Here&#8217;s my first map. It shows about 250 of the 800 news sources in the directory, mainly labor, radical, and farmer-labor papers with a national audience. It&#8217;s notable that Chicago alone had 56 papers (not counting locally focused papers). WordPress won&#8217;t display the map, but you can <a href="https://www.google.com/fusiontables/embedviz?q=select+col2+from+1xUOVcGTJE10uMtVVee-iM5QUB2pa3ZsVZbQb-oyg&amp;viz=MAP&amp;h=false&amp;lat=41.922111798474326&amp;lng=-87.82615395857243&amp;t=1&amp;z=11&amp;l=col2&amp;y=2&amp;tmplt=2&amp;hml=GEOCODABLE" target="_blank">link to it here</a>.</p>
<p>What I would like to do next is create links between the ALPD and the ALWW, and between both data sets and public sources like Wikidata. For instance, Vern Smith was the editor of <em>Industrial Solidarity</em>, published at 3333 Belmont in Chicago. His Wikidata entry is <a href="https://www.wikidata.org/wiki/Q7921889">here</a>, and links to his <a href="https://viaf.org/viaf/92631869/">Virtual International Authority File</a> (VIAF), which indicates that he is also the author of four books (at least one is wrong). A stronger example is Earl Browder, editor of the <em>Worker&#8217;s Monthly</em> (<a href="https://www.wikidata.org/wiki/Q1277014" target="_blank">Wikidata</a>, <a href="https://viaf.org/viaf/77128144/" target="_blank">VIAF</a>). The point being there is already linkable data available, and there should be a way to use it to enrich these data sets and vice versa.</p>
<p>But for now, there is more cleaning to do. The local labor papers section is a mess.</p>
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		<post-id xmlns="com-wordpress:feed-additions:1">1149</post-id>
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		<title>Memories of the College of Complexes</title>
		<link>https://bughousesquare.wordpress.com/2015/03/26/memories-of-the-college-of-complexes/</link>
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		<dc:creator><![CDATA[Tobias Higbie]]></dc:creator>
		<pubDate>Thu, 26 Mar 2015 22:55:25 +0000</pubDate>
				<category><![CDATA[Uncategorized]]></category>
		<guid isPermaLink="false">http://bughousesquare.wordpress.com/?p=1144</guid>

					<description><![CDATA[Back in 2008 I posted a number of documents from my Chicago free speech exhibit, one of them an interview of Slim Brundage by Studs Terkel. Now a reader from Italy writes in the comment section with memories of Brundage&#8217;s &#8230; <a href="https://bughousesquare.wordpress.com/2015/03/26/memories-of-the-college-of-complexes/">Continue reading <span class="meta-nav">&#8594;</span></a>]]></description>
										<content:encoded><![CDATA[<p><a href="https://bughousesquare.wordpress.com/wp-content/uploads/2015/03/collegeofcomplexescurriculum.jpg"><img loading="lazy" data-attachment-id="1147" data-permalink="https://bughousesquare.wordpress.com/2015/03/26/memories-of-the-college-of-complexes/collegeofcomplexescurriculum/" data-orig-file="https://bughousesquare.wordpress.com/wp-content/uploads/2015/03/collegeofcomplexescurriculum.jpg" data-orig-size="461,736" data-comments-opened="1" data-image-meta="{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}" data-image-title="collegeofcomplexescurriculum" data-image-description="" data-image-caption="" data-medium-file="https://bughousesquare.wordpress.com/wp-content/uploads/2015/03/collegeofcomplexescurriculum.jpg?w=188" data-large-file="https://bughousesquare.wordpress.com/wp-content/uploads/2015/03/collegeofcomplexescurriculum.jpg?w=461" class="  wp-image-1147 alignright" src="https://bughousesquare.wordpress.com/wp-content/uploads/2015/03/collegeofcomplexescurriculum.jpg?w=226&#038;h=361" alt="collegeofcomplexescurriculum" width="226" height="361" srcset="https://bughousesquare.wordpress.com/wp-content/uploads/2015/03/collegeofcomplexescurriculum.jpg?w=188 188w, https://bughousesquare.wordpress.com/wp-content/uploads/2015/03/collegeofcomplexescurriculum.jpg?w=226 226w, https://bughousesquare.wordpress.com/wp-content/uploads/2015/03/collegeofcomplexescurriculum.jpg?w=452 452w, https://bughousesquare.wordpress.com/wp-content/uploads/2015/03/collegeofcomplexescurriculum.jpg?w=94 94w" sizes="(max-width: 226px) 100vw, 226px" /></a>Back in 2008 I posted a number of documents from my Chicago free speech exhibit, one of them an interview of <a href="https://bughousesquare.wordpress.com/2008/07/14/studs-terkel-and-slim-brundage-1967/">Slim Brundage by Studs Terkel</a>. Now a reader from Italy writes in the <a href="https://bughousesquare.wordpress.com/2008/07/14/studs-terkel-and-slim-brundage-1967/#comment-466">comment section</a> with memories of Brundage&#8217;s Old Town tavern known as the <a href="http://publications.newberry.org/outspoken/exhibit/objectlist_section3.html#power" target="_blank">College of Complexes</a>:</p>
<blockquote><p>I have just turned 80 and my contact with The College of Complexes was over half a century ago, although the experience is vivid in my memory.<br />
I was working days at a wholesale-resale house in the Loop, I think it was called Bennet’s. I somehow happened into the College on a Friday or Saturday evening. The piano was free, and nobody seemed to mind, so I played some ragtime on the piano. At the time I could only play in F# because the first song I had learned on the piano was chopsticks. Although Slim Brundage, as I recall, didn’t come in every night, he was there that evening and said he’d pay me something to come and play on the weekends. I, of course, jumped at the chance, because I loved the idea of having someplace to hang out with kindred sprits and play the piano and show off and get a few free beers. I also chaired a few lectures.<br />
Moreover, the College was full of stimuli for a young man, psychologically weighed down upon by McCarthyism, who considered himself a conservative and, of course, given his conditioning, anti-communist. The conversation in that saloon, the people I met, the example of Brundage, turned my head around. Being there was a major moment in my education, for which I will forever be grateful.</p></blockquote>
<p>Thanks for sharing, Gordon. Can&#8217;t wait to hear more.</p>
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		<title>Situations and Relations</title>
		<link>https://bughousesquare.wordpress.com/2015/03/25/situationsandrelations/</link>
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		<dc:creator><![CDATA[Tobias Higbie]]></dc:creator>
		<pubDate>Wed, 25 Mar 2015 19:42:26 +0000</pubDate>
				<category><![CDATA[ALWW]]></category>
		<category><![CDATA[History]]></category>
		<category><![CDATA[Research]]></category>
		<category><![CDATA[digital history]]></category>
		<category><![CDATA[digital humanities]]></category>
		<category><![CDATA[Gephi]]></category>
		<category><![CDATA[labor history]]></category>
		<category><![CDATA[networks]]></category>
		<guid isPermaLink="false">http://bughousesquare.wordpress.com/?p=1113</guid>

					<description><![CDATA[Back in February, I gave a talk to the UCLA Digital Labor Working Group about my network analysis with the Labor Who&#8217;s Who data. You can see my slides here: I opened with the idea that &#8220;the labor movement&#8221; is &#8230; <a href="https://bughousesquare.wordpress.com/2015/03/25/situationsandrelations/">Continue reading <span class="meta-nav">&#8594;</span></a>]]></description>
										<content:encoded><![CDATA[<p>Back in February, I gave a talk to the UCLA Digital Labor Working Group about my network analysis with the <em>Labor Who&#8217;s Who</em> data. You can see my slides here:</p>
<a href="https://bughousesquare.wordpress.com/2015/03/25/situationsandrelations/#gallery-1113-1-slideshow">Click to view slideshow.</a>
<p>I opened with the idea that &#8220;the labor movement&#8221; is an abstraction&#8211;a place-holder phrase that means different things at different times. The <em>American</em> <em>Labor Who&#8217;s Who</em> was a particular version of that abstraction, created at a particularly contentious moment in labor history. It was compiled by a team led by Solon De Leon (son of a famous radical polemicist), and published by the Socialist Party aligned Rand School of Social Science. It describes a labor movement that encompasses not only trade unions, but also radical political movements, immigrant organizations, researchers, journalists, and what we would call &#8220;NGOs&#8221; today. My analysis, drawn from data extracted from the Who&#8217;s Who, is an abstraction of an abstraction.</p>
<p>It&#8217;s worth beginning with this caveat because computation and data visualization have an aura of legitimacy these days. These network charts (created in <a href="https://gephi.github.io/" target="_blank">Gephi)</a> are representations of reality, not reality itself. They are best used as models of plausible past realities, tools for thinking through problems of historical argument, rather than as illustrations per se.</p>
<p>I began with the broadest and busiest view of the data: all the people in the <em>Who&#8217;s Who</em> and organizations they belonged to (slide 1). The mathematical model that creates this chart draws more connected elements, or &#8220;nodes,&#8221; closer to the center and pushes less connected elements to the edges. A node&#8217;s size depends on how connected it is to other nodes, and lines connect people to the organizations they belong to. In these charts, the lines, or edges, have direction. People belong to organizations, so radiate from each person to their corresponding organizations.</p>
<p>In broad strokes, the first graph presents a ring of organizations roughly the same size, three organizations that are noticeably larger on the inside edge of the ring, and several groupings of people inside the ring. Without knowing the names of the people or the organizations, it appears that three or four organizations dominate the institutional field of the labor movement. There is also a lot of &#8220;noise.&#8221;</p>
<p>The next two slides try to filter out some of that noise by focusing on the &#8220;right&#8221; and &#8220;left&#8221; flanks of this social formation (think of it as &#8220;stage right&#8221;). The American Federation of Labor (AFL) and the Masons dominate the right side of the field (slide 2), surrounded by other fraternal organizations (Elks, Odd Fellows, Moose, etc.), mainstream political parties, and four trade unions&#8211;the Printers (ITU), Machinists (IAM), Miners (UMWA), and Carpenters (UBC). On the left (slide 3), the Socialist Party dominates, and is surrounded by independent unions (two garment worker unions and the IWW), left-wing parties and para-party organizations (Communist and Workers parties, the Trade Union Educational League, left-wing youth organizations, and the Workmen&#8217;s Circle. Worth noting: the spatial position of a node has no relationship to its place on the left/right political spectrum. The Women&#8217;s Trade Union League and the American Federation of Teachers, for instance, are farther away from the SP than the Workers&#8217; Party, for instance. (In future I should probably reorient these vertically!)</p>
<p>Next come two slides that focus on two individuals who show up near the center of the graph, and represent mediating figures between the AFL and SP-oriented flanks of the movement. Henry Ohl, Jr. (slide 4) was a Milwaukee Socialist and a printer who championed the University of Wisconsin&#8217;s School for Workers. Max Hayes (slide 5) was a Cleveland Socialist&#8211;another printer&#8211;and the editor of the Cleveland Citizen. Both men started working in their early teens, apprenticed as printers, and were deeply involved in Socialist politics. Compare these two men with William Z. Foster (slide 6). He also linked the AFL and the SP, but by 1925 was publicly associated with the Workers&#8217; Party and is placed farther on the periphery of the graph. Similarly, women union activists sit on the periphery of these network graphs, as do a number of labor intellectuals.</p>
<p>Whether Foster (or Pauline Newman or A. Philip Randolph) was less &#8220;central&#8221; to the labor movement of 1925 than Ohl or Hayes  is not really what the graph explains. Centrality in this model is not the same as &#8220;importance.&#8221; Ohl and Hayes are more &#8220;central&#8221; because they were members of fraternal associations, and their membership creates a relationship in this model that draws them closer to the many non-Socialist men who were likewise part of the world of the Masons, Odd Fellows, Elks, and Moose.</p>
<p>Unfortunately, we can&#8217;t see how this chart would change by 1940 when new leaders and organizations were in the field, and some of those on the periphery in 1925 moved to the center (e.g., Sidney Hillman). But the lack of chronology also helps us see the way careers in the labor movement spanned multiple institutions (e.g., Max Hayes in the Peoples Party and the SP).</p>
<p>Labor and radical history is often told one organization at a time, one city at a time, one campaign at a time. Of course we use the singular focus as a way to get at broader themes. When I researched my first book, I began with IWW harvest workers, and that opened out onto a whole constellation of social forces, places, and people. Network graphs, for all their complications and limitations, turn our eyes first to the relatedness that structures a social field. The &#8220;labor movement&#8221; of the 1920s was a particularly contentious place where splits between one wing or the other severed ties between erstwhile comrades. But groups and individuals in contentious relationships are still <em>in relationships</em>. A labor movement divided and fighting was still a movement to overturn the worst abuses of capitalism.</p>
<p>An insight I&#8217;ve gained from my research on workers&#8217; education in between the world wars is that organizational schisms were not always the end of the story. Quite often they produced more talk, more action, and more learning. &#8220;There is no one road to freedom,&#8221; said the author of a popular workers&#8217; education pamphlet, &#8220;There are roads to freedom.&#8221;</p>
<p>**************************</p>
<p><em>Note: I know the charts mix up colors and orientations. Extracting good charts from Gephi is one of the big challenges of this project, and I&#8217;m working on some other&#8211;also imperfect&#8211;ways to share the visualizations in more active form.</em></p>
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		<title>Networked Labor Movement: I reach an impasse, and go around</title>
		<link>https://bughousesquare.wordpress.com/2015/01/06/networked-labor-movement-i-reach-an-impasse-and-go-around/</link>
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		<dc:creator><![CDATA[Tobias Higbie]]></dc:creator>
		<pubDate>Tue, 06 Jan 2015 15:37:27 +0000</pubDate>
				<category><![CDATA[ALWW]]></category>
		<category><![CDATA[History]]></category>
		<category><![CDATA[Labor]]></category>
		<category><![CDATA[Research]]></category>
		<category><![CDATA[digital history]]></category>
		<category><![CDATA[digital humanities]]></category>
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					<description><![CDATA[This is the fourth a series of posts I am writing to help me think through the use of network analysis and visualization. About seven months ago, I was merrily chugging along on this series using the index of the &#8230; <a href="https://bughousesquare.wordpress.com/2015/01/06/networked-labor-movement-i-reach-an-impasse-and-go-around/">Continue reading <span class="meta-nav">&#8594;</span></a>]]></description>
										<content:encoded><![CDATA[<p><em>This is the fourth a <a title="Networked Labor Movement Posts" href="https://bughousesquare.wordpress.com/category/alww/">series of posts</a> I am writing to help me think through the use of network analysis and visualization.</em></p>
<div data-shortcode="caption" id="attachment_1105" style="width: 310px" class="wp-caption alignright"><a href="https://bughousesquare.wordpress.com/wp-content/uploads/2015/01/alww-corrected2.jpg"><img aria-describedby="caption-attachment-1105" loading="lazy" data-attachment-id="1105" data-permalink="https://bughousesquare.wordpress.com/2015/01/06/networked-labor-movement-i-reach-an-impasse-and-go-around/alww-corrected-2/" data-orig-file="https://bughousesquare.wordpress.com/wp-content/uploads/2015/01/alww-corrected2.jpg" data-orig-size="740,579" data-comments-opened="1" data-image-meta="{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;1&quot;}" data-image-title="alww-corrected" data-image-description="" data-image-caption="" data-medium-file="https://bughousesquare.wordpress.com/wp-content/uploads/2015/01/alww-corrected2.jpg?w=300" data-large-file="https://bughousesquare.wordpress.com/wp-content/uploads/2015/01/alww-corrected2.jpg?w=640" class="wp-image-1105 size-medium" src="https://bughousesquare.wordpress.com/wp-content/uploads/2015/01/alww-corrected2.jpg?w=300&#038;h=235" alt="alww-corrected" width="300" height="235" srcset="https://bughousesquare.wordpress.com/wp-content/uploads/2015/01/alww-corrected2.jpg?w=300 300w, https://bughousesquare.wordpress.com/wp-content/uploads/2015/01/alww-corrected2.jpg?w=600 600w, https://bughousesquare.wordpress.com/wp-content/uploads/2015/01/alww-corrected2.jpg?w=150 150w" sizes="(max-width: 300px) 100vw, 300px" /></a><p id="caption-attachment-1105" class="wp-caption-text">A simplified network chart based on the complete ALWW directory. The chart shows only individuals with 3 or more connections.</p></div>
<p>About seven months ago, I was merrily chugging along on this series using the index of the 1925 <em>American Labor Who&#8217;s Who</em> as a database for network analysis when I hit an impasse. I was using the list of names and organizations from the book&#8217;s index to build network charts. However, the simple structure of the index, so handy for the analog book, adds a layer of abstraction/interpretation that gets in the way of analysis.</p>
<p>The <em>Labor Who&#8217;s Who </em>index presents names according to two types of categories. The first might be called &#8220;varieties of organization&#8221; and includes American Federation of Labor  Affiliated Bodies, Independent Unions, Political Parties, and Miscellaneous. Of these, only &#8220;AFL-affiliated&#8221; is an organic category. &#8220;Political Parties,&#8221; on the other hand, is a conceptual category, not an entity that the Socialist Party or the Republican Party affiliated with. At the next level down things get more complicated.  Things get even messier in the Miscellaneous category, which includes Journalists and Writers, Negro Progress, Workers Education, and a few others.  Unfortunately, the index doesn&#8217;t tell us the particular newspapers and organizations that make up these sub-groupings in Miscellaneous.</p>
<p>Neither does the index list all the organizational affiliations listed in individual entries, it is more of a snapshot of what the compilers thought were the most important memberships of each person. The result is a simplified, and perhaps, distorted image of the network of associations, and my research impasse. I was at the point of pulling out particular sections of the network chart (those individuals who sat between the two main groupings), but it seemed better to stop and develop the full database than continue with the index alone.</p>
<p>Easier said than done. The complete directory of over 1,000 names is much messier than the index (see the post <a title="Old Book New Data" href="https://bughousesquare.wordpress.com/2013/12/11/old-book-new-data/">&#8220;Old Book, New Data&#8221;</a>). In addition to basic OCR scanning errors there are a few missing and torn pages in the scanned version. The enormity of the task of cleaning the data myself loomed. One solution was to &#8220;crowd source&#8221; the data cleaning, but that might take a long time and who would really be interested? Another potential solution was to deploy undergraduate students as a &#8220;curated crowd.&#8221; Because I was already scheduled to teach an upper division lecture course on American Working Class Movements in the fall of 2014, I developed a course project that included a small amount of data cleaning for students&#8211;and (as it turned out) a lot of help from two graduate students in the UCLA Center for Digital Humanities. I&#8217;ll write about what went right and wrong with that process in a later post,  but the upshot is that now I have a working version of the complete directory.</p>
<p>And with that news, I will begin to post more regularly over the next month.</p>
<p>&nbsp;</p>
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		<title>Networked Labor Movement:  Edges and Mediators</title>
		<link>https://bughousesquare.wordpress.com/2014/05/14/networked-labor-movement-edges/</link>
					<comments>https://bughousesquare.wordpress.com/2014/05/14/networked-labor-movement-edges/#comments</comments>
		
		<dc:creator><![CDATA[Tobias Higbie]]></dc:creator>
		<pubDate>Wed, 14 May 2014 23:46:25 +0000</pubDate>
				<category><![CDATA[ALWW]]></category>
		<category><![CDATA[History]]></category>
		<category><![CDATA[Labor]]></category>
		<category><![CDATA[Research]]></category>
		<category><![CDATA[data]]></category>
		<category><![CDATA[Gephi]]></category>
		<category><![CDATA[labor history]]></category>
		<category><![CDATA[networks]]></category>
		<category><![CDATA[visualization]]></category>
		<guid isPermaLink="false">http://bughousesquare.wordpress.com/?p=1038</guid>

					<description><![CDATA[This is the third in a series of posts I am writing to help me think through the use of network analysis and visualization. My first post in this series off-handedly introduced the phrase &#8220;bipolar labor movement&#8221;&#8211;which I suppose is &#8230; <a href="https://bughousesquare.wordpress.com/2014/05/14/networked-labor-movement-edges/">Continue reading <span class="meta-nav">&#8594;</span></a>]]></description>
										<content:encoded><![CDATA[<p><em>This is the third in a <a title="Networked Labor Movement Posts" href="https://bughousesquare.wordpress.com/category/alww/">series of posts</a> I am writing to help me think through the use of network analysis and visualization.<br />
</em></p>
<div data-shortcode="caption" id="attachment_1073" style="width: 310px" class="wp-caption alignright"><a href="https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/middle-group-pretty.jpg"><img aria-describedby="caption-attachment-1073" loading="lazy" data-attachment-id="1073" data-permalink="https://bughousesquare.wordpress.com/2014/05/14/networked-labor-movement-edges/middle-group-pretty/" data-orig-file="https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/middle-group-pretty.jpg" data-orig-size="946,732" data-comments-opened="1" data-image-meta="{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;}" data-image-title="alww mediators grouped: pretty chart" data-image-description="" data-image-caption="&lt;p&gt;A more attractive, but somewhat less informational, version of the chart showing the mediators grouped into their own node. Note that the node is green because it is made up of individuals.&lt;/p&gt;
" data-medium-file="https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/middle-group-pretty.jpg?w=300" data-large-file="https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/middle-group-pretty.jpg?w=640" class="size-medium wp-image-1073" src="https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/middle-group-pretty.jpg?w=300&#038;h=232" alt="A more attractive, but somewhat less informational, version of the chart showing the mediators grouped into their own node. Note that the node is green because it is made up of individuals." width="300" height="232" srcset="https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/middle-group-pretty.jpg?w=300 300w, https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/middle-group-pretty.jpg?w=600 600w, https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/middle-group-pretty.jpg?w=150 150w" sizes="(max-width: 300px) 100vw, 300px" /></a><p id="caption-attachment-1073" class="wp-caption-text">A more attractive, but somewhat less informational, version of the chart showing the mediators grouped into their own node. Note that the node is green because it is made up of individuals.</p></div>
<p>My first post in this series off-handedly introduced the phrase &#8220;bipolar labor movement&#8221;&#8211;which I suppose is a nice way to avoid calling it schizophrenic.  Then I took a sideways step to flesh out contents of the major categories in the <em>American Labor Who&#8217;s Who</em> index. Now we can move on to the look at the connections between all those dots that make the cool-looking network charts (right).</p>
<p>In network analysis lingo these links between people, organizations, and groups of organizations are called &#8220;edges.&#8221;  In this post I&#8217;m going to look at a number of different layouts, some of which will be prettier than others.  This is partly a function of Gephi, which has two ways of viewing the charts: Overview (not as pretty but more analytically functional) and Preview (less analysis and more graphic beauty).</p>
<div data-shortcode="caption" id="attachment_1024" style="width: 160px" class="wp-caption alignleft"><a href="https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/alww-index-nodes-only.jpg"><img aria-describedby="caption-attachment-1024" loading="lazy" data-attachment-id="1024" data-permalink="https://bughousesquare.wordpress.com/2014/05/11/the-networked-labor-movement/alww-index-nodes-only/" data-orig-file="https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/alww-index-nodes-only.jpg" data-orig-size="748,694" data-comments-opened="1" data-image-meta="{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;}" data-image-title="alww-index-nodes-only" data-image-description="" data-image-caption="&lt;p&gt;A network chart based on the index of the American Labor Who&amp;#8217;s Who (1925). Blue dots represent major categories, red dots are organizations or subcategories, and green dots represent individuals.&lt;/p&gt;
" data-medium-file="https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/alww-index-nodes-only.jpg?w=300" data-large-file="https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/alww-index-nodes-only.jpg?w=640" class="size-thumbnail wp-image-1024" src="https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/alww-index-nodes-only.jpg?w=150&#038;h=139" alt="A network chart based on the index of the American Labor Who's Who (1925). Blue dots represent major categories, red dots are organizations or subcategories, and green dots represent individuals." width="150" height="139" srcset="https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/alww-index-nodes-only.jpg?w=150 150w, https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/alww-index-nodes-only.jpg?w=300 300w" sizes="(max-width: 150px) 100vw, 150px" /></a><p id="caption-attachment-1024" class="wp-caption-text">A network chart based on the index of the American Labor Who&#8217;s Who (1925). Blue dots represent major categories, red dots are organizations or subcategories, and green dots represent individuals.</p></div>
<p>If you recall from the first post in the series, I came up with something that looks like a scatter plot (left).  Green dots represent individuals, red dots represent subcategories of the index, and blue dots represent top-level categories.  Below, I&#8217;ve used the same image, but made the edges visible.</p>
<p>One of the problems here is that there are so many nodes and links tightly packed that it gets very hard to make sense of them in the aggregate&#8211;the main reason I began with a simplified and abstracted version in the first post. In Gephi, you can filter out the less networked nodes (say, anyone who isn&#8217;t in at least two categories/groups).  But for the moment it&#8217;s interesting just to ponder the whole messy lot and look for possible patterns.</p>
<div data-shortcode="caption" id="attachment_1079" style="width: 650px" class="wp-caption aligncenter"><a href="https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/alww-bipolar-no-labels.jpg"><img aria-describedby="caption-attachment-1079" loading="lazy" data-attachment-id="1079" data-permalink="https://bughousesquare.wordpress.com/2014/05/14/networked-labor-movement-edges/alww-bipolar-no-labels/" data-orig-file="https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/alww-bipolar-no-labels.jpg" data-orig-size="655,733" data-comments-opened="1" data-image-meta="{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;}" data-image-title="alww bipolar showing edges" data-image-description="" data-image-caption="&lt;p&gt;Network chart showing edges (linkages) based on index of the American Labor Who’s Who (1925) with major groups labeled.&lt;/p&gt;
" data-medium-file="https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/alww-bipolar-no-labels.jpg?w=268" data-large-file="https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/alww-bipolar-no-labels.jpg?w=640" class="size-full wp-image-1079" src="https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/alww-bipolar-no-labels.jpg?w=640&#038;h=716" alt="Network chart showing edges (linkages) based on index of the American Labor Who’s Who (1925) with major groups labeled." width="640" height="716" srcset="https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/alww-bipolar-no-labels.jpg?w=640&amp;h=716 640w, https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/alww-bipolar-no-labels.jpg?w=134&amp;h=150 134w, https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/alww-bipolar-no-labels.jpg?w=268&amp;h=300 268w, https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/alww-bipolar-no-labels.jpg 655w" sizes="(max-width: 640px) 100vw, 640px" /></a><p id="caption-attachment-1079" class="wp-caption-text">Network chart showing edges (linkages) based on index of the American Labor Who’s Who (1925) with major groups labeled.</p></div>
<p>The clearest bits of new information are that there are a number links, and a group of individuals (green dots) in between the major (blue) nodes  This seems potentially important.  The individuals in the middle appear to be the bridge that links an otherwise polarized social formation.  Did they really have such a function in historical context, or is their position on the chart an artifact of the program parameters that create the chart in the first place?</p>
<p>By selecting this group of nodes in Gephi we can see what they link to: mainly the AFL, Misc. Groups, Journalists and Writers, Political Parties, the Socialist Party, and Workers&#8217; Education.  So far so good. These are all likely places to find people who served as liaisons between unions and what today we would call NGOs.  Let&#8217;s call these people &#8220;mediators&#8221; because they sit in the middle of, and link, the AFL and everyone else.</p>
<div data-shortcode="caption" id="attachment_1072" style="width: 650px" class="wp-caption aligncenter"><a href="https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/alww-middle-group-selected.jpg"><img aria-describedby="caption-attachment-1072" loading="lazy" data-attachment-id="1072" data-permalink="https://bughousesquare.wordpress.com/2014/05/14/networked-labor-movement-edges/alww-middle-group-selected/" data-orig-file="https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/alww-middle-group-selected.jpg" data-orig-size="742,695" data-comments-opened="1" data-image-meta="{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;}" data-image-title="alww mediators selected" data-image-description="" data-image-caption="&lt;p&gt;The group of roughly 50 individuals who appear between the major nodes have been selected. The bright green lines point to groups/categories they belong to, and the names of those groups are visible.  Non-connected nodes are faded in background.  Chart produced in Gephi.&lt;/p&gt;
" data-medium-file="https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/alww-middle-group-selected.jpg?w=300" data-large-file="https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/alww-middle-group-selected.jpg?w=640" class="size-full wp-image-1072" src="https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/alww-middle-group-selected.jpg?w=640&#038;h=599" alt="The group of roughly 50 individuals who appear between the major nodes have been selected. The bright green lines point to groups/categories they belong to, and the names of those groups are visible.  Non-connected nodes are faded in background.  Chart produced in Gephi." width="640" height="599" srcset="https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/alww-middle-group-selected.jpg?w=640&amp;h=599 640w, https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/alww-middle-group-selected.jpg?w=150&amp;h=140 150w, https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/alww-middle-group-selected.jpg?w=300&amp;h=281 300w, https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/alww-middle-group-selected.jpg 742w" sizes="(max-width: 640px) 100vw, 640px" /></a><p id="caption-attachment-1072" class="wp-caption-text">The group of roughly 50 individuals who appear between the major nodes have been selected. The bright green lines point to groups/categories they belong to, and the names of those groups are visible. Non-connected nodes are faded in background. Chart produced in Gephi.</p></div>
<p>Now, for the sake of simplifying the chart, we&#8217;ll group the &#8220;mediators&#8221; into their own node (Below: the green dot in between the two big blue circles. I&#8217;ve also rotated the chart to get a closer view).  To do this in Gephi, you right-click on the highlighted group and choose &#8220;Group&#8221; from the menu.  With the same mouse command you can tell Gephi to highlight the group in the &#8220;Data Laboratory&#8221; (i.e., the interface for looking at the underlying tables that make up the charts).  In the image below, the &#8220;mediators&#8221; group and all the nodes it connects to are selected/highlighted.  Everything else (non-linked nodes) is faded out.  See all the white dots in the green field surrounding the AFL node?  Those are non-selected individuals.  So this chart represents a sub-network of the broader dataset:  the mediators (a group of individuals&#8211;green circle) and all the organizations (red) and categories of organizations (blue) they belong to.</p>
<div data-shortcode="caption" id="attachment_1071" style="width: 650px" class="wp-caption aligncenter"><a href="https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/alww-grouped.jpg"><img aria-describedby="caption-attachment-1071" loading="lazy" data-attachment-id="1071" data-permalink="https://bughousesquare.wordpress.com/2014/05/14/networked-labor-movement-edges/alww-grouped/" data-orig-file="https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/alww-grouped.jpg" data-orig-size="1006,665" data-comments-opened="1" data-image-meta="{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;}" data-image-title="alww mediators grouped" data-image-description="" data-image-caption="&lt;p&gt;The &amp;#8220;mediators&amp;#8221; have been grouped into a single node and selected.  Organizations or categories linked to this group of individuals are visible while non-connected orgs are faded in the background. Network chart created in Gephi.&lt;/p&gt;
" data-medium-file="https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/alww-grouped.jpg?w=300" data-large-file="https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/alww-grouped.jpg?w=640" class="size-full wp-image-1071" src="https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/alww-grouped.jpg?w=640&#038;h=423" alt="The &quot;mediators&quot; have been grouped into a single node and selected.  Organizations or categories linked to this group of individuals are visible while non-connected orgs are faded in the background. Network chart created in Gephi." width="640" height="423" srcset="https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/alww-grouped.jpg?w=640&amp;h=423 640w, https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/alww-grouped.jpg?w=150&amp;h=99 150w, https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/alww-grouped.jpg?w=300&amp;h=198 300w, https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/alww-grouped.jpg?w=768&amp;h=508 768w, https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/alww-grouped.jpg 1006w" sizes="(max-width: 640px) 100vw, 640px" /></a><p id="caption-attachment-1071" class="wp-caption-text">The &#8220;mediators&#8221; have been grouped into a single node and selected. Organizations or categories linked to this group of individuals are visible while non-connected orgs are faded in the background. Network chart created in Gephi.</p></div>
<p>The next step is the figure out who these individuals are. Turns out I&#8217;ve selected 54 individuals in all.  Among the more well-known are Fannia Cohn (IWGWU, workers&#8217; education), Max Hayes (editor of the Cleveland Citizen and prominent Socialist), Arturo Giovanitti (ILGWU, formerly IWW), Mathew Woll and John Frey (AFL arch-conservatives), Alice Henry (WTUL), Fred Hewitt (editor of Machinists Monthly Journal), and a number of other labor union newspaper editors.  I&#8217;ll have to spend a little time running through this list to make solid conclusions, but it makes sense that there are so many editors and writers.</p>
<p>But I&#8217;m running out of steam and will have to leave that for another day.  I will leave you with this much nicer version of the same chart.  I&#8217;m not sure what it means, but it really looks like a peacock!</p>
<div data-shortcode="caption" id="attachment_1073" style="width: 650px" class="wp-caption aligncenter"><a href="https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/middle-group-pretty.jpg"><img aria-describedby="caption-attachment-1073" loading="lazy" data-attachment-id="1073" data-permalink="https://bughousesquare.wordpress.com/2014/05/14/networked-labor-movement-edges/middle-group-pretty/" data-orig-file="https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/middle-group-pretty.jpg" data-orig-size="946,732" data-comments-opened="1" data-image-meta="{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;}" data-image-title="alww mediators grouped: pretty chart" data-image-description="" data-image-caption="&lt;p&gt;A more attractive, but somewhat less informational, version of the chart showing the mediators grouped into their own node. Note that the node is green because it is made up of individuals.&lt;/p&gt;
" data-medium-file="https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/middle-group-pretty.jpg?w=300" data-large-file="https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/middle-group-pretty.jpg?w=640" class="size-full wp-image-1073" src="https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/middle-group-pretty.jpg?w=640&#038;h=495" alt="A more attractive, but somewhat less informational, version of the chart showing the mediators grouped into their own node. Note that the node is green because it is made up of individuals." width="640" height="495" srcset="https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/middle-group-pretty.jpg?w=640&amp;h=495 640w, https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/middle-group-pretty.jpg?w=150&amp;h=116 150w, https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/middle-group-pretty.jpg?w=300&amp;h=232 300w, https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/middle-group-pretty.jpg?w=768&amp;h=594 768w, https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/middle-group-pretty.jpg 946w" sizes="(max-width: 640px) 100vw, 640px" /></a><p id="caption-attachment-1073" class="wp-caption-text">A more attractive, but somewhat less informational, version of the chart showing the mediators grouped into their own node. Note that the node is green because it is made up of individuals.</p></div>
]]></content:encoded>
					
					<wfw:commentRss>https://bughousesquare.wordpress.com/2014/05/14/networked-labor-movement-edges/feed/</wfw:commentRss>
			<slash:comments>1</slash:comments>
		
		
		<post-id xmlns="com-wordpress:feed-additions:1">1038</post-id>
		<media:content url="https://2.gravatar.com/avatar/e2c3af4fa129ed5450d0ffa3334df45cfc317cd11fcd876d874b75cbc3744950?s=96&#38;d=identicon" medium="image">
			<media:title type="html">higbie</media:title>
		</media:content>

		<media:content url="https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/middle-group-pretty.jpg?w=300" medium="image">
			<media:title type="html">A more attractive, but somewhat less informational, version of the chart showing the mediators grouped into their own node. Note that the node is green because it is made up of individuals.</media:title>
		</media:content>

		<media:content url="https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/alww-index-nodes-only.jpg?w=150" medium="image">
			<media:title type="html">A network chart based on the index of the American Labor Who&#039;s Who (1925). Blue dots represent major categories, red dots are organizations or subcategories, and green dots represent individuals.</media:title>
		</media:content>

		<media:content url="https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/alww-bipolar-no-labels.jpg" medium="image">
			<media:title type="html">Network chart showing edges (linkages) based on index of the American Labor Who’s Who (1925) with major groups labeled.</media:title>
		</media:content>

		<media:content url="https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/alww-middle-group-selected.jpg" medium="image">
			<media:title type="html">The group of roughly 50 individuals who appear between the major nodes have been selected. The bright green lines point to groups/categories they belong to, and the names of those groups are visible.  Non-connected nodes are faded in background.  Chart produced in Gephi.</media:title>
		</media:content>

		<media:content url="https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/alww-grouped.jpg" medium="image">
			<media:title type="html">The &#034;mediators&#034; have been grouped into a single node and selected.  Organizations or categories linked to this group of individuals are visible while non-connected orgs are faded in the background. Network chart created in Gephi.</media:title>
		</media:content>

		<media:content url="https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/middle-group-pretty.jpg" medium="image">
			<media:title type="html">A more attractive, but somewhat less informational, version of the chart showing the mediators grouped into their own node. Note that the node is green because it is made up of individuals.</media:title>
		</media:content>
	</item>
		<item>
		<title>Networked Labor Movement&#8211;one step backward</title>
		<link>https://bughousesquare.wordpress.com/2014/05/14/alww-index-freqs/</link>
					<comments>https://bughousesquare.wordpress.com/2014/05/14/alww-index-freqs/#respond</comments>
		
		<dc:creator><![CDATA[Tobias Higbie]]></dc:creator>
		<pubDate>Wed, 14 May 2014 15:41:10 +0000</pubDate>
				<category><![CDATA[ALWW]]></category>
		<category><![CDATA[History]]></category>
		<category><![CDATA[Labor]]></category>
		<category><![CDATA[Research]]></category>
		<category><![CDATA[data]]></category>
		<category><![CDATA[digital humanities]]></category>
		<category><![CDATA[labor history]]></category>
		<category><![CDATA[visualization]]></category>
		<guid isPermaLink="false">http://bughousesquare.wordpress.com/?p=1059</guid>

					<description><![CDATA[This is the second in a series of posts I expect to write to help me think through the use of network analysis and visualization. Read the first post, and a backgrounder. As one of my correspondents said of my &#8230; <a href="https://bughousesquare.wordpress.com/2014/05/14/alww-index-freqs/">Continue reading <span class="meta-nav">&#8594;</span></a>]]></description>
										<content:encoded><![CDATA[<p><em>This is the second in a series of posts I expect to write to help me think through the use of network analysis and visualization. Read the <a href="https://bughousesquare.wordpress.com/2014/05/11/the-networked-labor-movement/">first post</a>, and a <a href="https://bughousesquare.wordpress.com/2013/12/11/old-book-new-data/">backgrounder</a>.<br />
</em></p>
<div data-shortcode="caption" id="attachment_1024" style="width: 280px" class="wp-caption alignright"><a href="https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/alww-index-nodes-only.jpg"><img aria-describedby="caption-attachment-1024" loading="lazy" data-attachment-id="1024" data-permalink="https://bughousesquare.wordpress.com/2014/05/11/the-networked-labor-movement/alww-index-nodes-only/" data-orig-file="https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/alww-index-nodes-only.jpg" data-orig-size="748,694" data-comments-opened="1" data-image-meta="{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;}" data-image-title="alww-index-nodes-only" data-image-description="" data-image-caption="&lt;p&gt;A network chart based on the index of the American Labor Who&amp;#8217;s Who (1925). Blue dots represent major categories, red dots are organizations or subcategories, and green dots represent individuals.&lt;/p&gt;
" data-medium-file="https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/alww-index-nodes-only.jpg?w=300" data-large-file="https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/alww-index-nodes-only.jpg?w=640" class=" wp-image-1024" src="https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/alww-index-nodes-only.jpg?w=270&#038;h=250" alt="A network chart based on the index of the American Labor Who's Who (1925). Blue dots represent major categories, red dots are organizations or subcategories, and green dots represent individuals." width="270" height="250" srcset="https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/alww-index-nodes-only.jpg?w=300 300w, https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/alww-index-nodes-only.jpg?w=270 270w, https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/alww-index-nodes-only.jpg?w=540 540w, https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/alww-index-nodes-only.jpg?w=150 150w" sizes="(max-width: 270px) 100vw, 270px" /></a><p id="caption-attachment-1024" class="wp-caption-text">A network chart based on the index of the American Labor Who&#8217;s Who (1925). Blue dots represent major categories, red dots are organizations or subcategories, and green dots represent individuals.</p></div>
<p>As one of my correspondents said of my last post: interesting picture, but it&#8217;s meaningless without the background data.  Well, maybe not meaningless, but abstracted in the extreme.  So I&#8217;m going to back up a bit, partly for my own sake, to scope out the major categories, subcategories and organizations in the dataset (i.e., the blue and red dots in the chart to the right).</p>
<p>To review, this data is drawn from the index of the digitized version of the <em>American Labor Who&#8217;s Who </em>(1925), so it represents what the compilers thought were the relevant organizational contexts for the people listed in the directory at the time it was printed.  The actual entries in the Who&#8217;s Who often include min-career histories, which makes them potentially more interesting, but also more complicated to work with as data.</p>
<p>Rather than run tables, I&#8217;ve made these &#8220;tree map&#8221; images with <a title="raw" href="http://app.raw.densitydesign.org/#/" target="_blank">Raw</a>, which is a great tool, but has limited ability to adjust labels, so some of these are a little messy.  The major categories are AFL-affiliated Bodies, Independent Unions, Political Parties and Miscellaneous Groups (numbers represent individuals in the category, some people are in more than one category):</p>
<p><a href="https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/categories.png"><img loading="lazy" data-attachment-id="1041" data-permalink="https://bughousesquare.wordpress.com/2014/05/14/networked-labor-movement-edges/categories/" data-orig-file="https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/categories.png" data-orig-size="848,500" data-comments-opened="1" data-image-meta="{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;}" data-image-title="alww index categories" data-image-description="" data-image-caption="" data-medium-file="https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/categories.png?w=300" data-large-file="https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/categories.png?w=640" class="aligncenter size-large wp-image-1041" src="https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/categories.png?w=640&#038;h=377" alt="alww index categories" width="640" height="377" srcset="https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/categories.png?w=640 640w, https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/categories.png?w=150 150w, https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/categories.png?w=300 300w, https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/categories.png?w=768 768w, https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/categories.png 848w" sizes="(max-width: 640px) 100vw, 640px" /></a>The AFL, Political Parties, and Independent Unions encompass organizations. &#8220;Miscellaneous Groups&#8221; includes specific organizations and functional subcategories (e.g., Journalists and Writers, Impartial Arbitrators, as well as League for Industrial Democracy.). The AFL-affiliated group is large and full of little organizations with one or two people listed. Here&#8217;s a chart of the AFL-affiliated organizations with 10 or more members in the <em>Who&#8217;s Who</em>. It&#8217;s interesting that the Women&#8217;s Trade Union League makes it into this list because women are otherwise underrepresented.</p>
<div data-shortcode="caption" id="attachment_1046" style="width: 650px" class="wp-caption aligncenter"><a href="https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/alww-afl-major-orgs.png"><img aria-describedby="caption-attachment-1046" loading="lazy" data-attachment-id="1046" data-permalink="https://bughousesquare.wordpress.com/2014/05/14/networked-labor-movement-edges/alww-afl-major-orgs/" data-orig-file="https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/alww-afl-major-orgs.png" data-orig-size="848,500" data-comments-opened="1" data-image-meta="{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;}" data-image-title="alww-afl-major-orgs" data-image-description="" data-image-caption="&lt;p&gt;American Federation of Labor-affiliated organizations or groupings with 10 or more members in the ALWW index.&lt;/p&gt;
" data-medium-file="https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/alww-afl-major-orgs.png?w=300" data-large-file="https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/alww-afl-major-orgs.png?w=640" class="size-large wp-image-1046" src="https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/alww-afl-major-orgs.png?w=640&#038;h=377" alt="American Federation of Labor-affiliated organizations or groupings with 10 or more members in the ALWW index." width="640" height="377" srcset="https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/alww-afl-major-orgs.png?w=640 640w, https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/alww-afl-major-orgs.png?w=150 150w, https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/alww-afl-major-orgs.png?w=300 300w, https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/alww-afl-major-orgs.png?w=768 768w, https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/alww-afl-major-orgs.png 848w" sizes="(max-width: 640px) 100vw, 640px" /></a><p id="caption-attachment-1046" class="wp-caption-text">American Federation of Labor-affiliated organizations or groupings with 10 or more members in the ALWW index.</p></div>
<p>Below is a breakdown of the &#8220;Independent Unions&#8221; where I&#8217;ve combined all the railway unions for the sake of getting a better chart. There was one representative of African American rail unionism in that group, but Brotherhood of Sleeping Car Porters (founded in 1925) didn&#8217;t make it into the <em>Who&#8217;s Who</em>. A. Philip Randolph, Chandler Owen and a few others appear under &#8220;Negro Progress&#8221; groups and in some AFL unions. So the Amalgamated Clothing Workers is really the largest non-AFL union in the <em>Who&#8217;s Who</em>.  Also worth noting, by 1925 many militants had moved on from the Industrial Workers of the World (IWW). So in the index they have no connection, whereas their entries often list former membership.</p>
<div data-shortcode="caption" id="attachment_1047" style="width: 650px" class="wp-caption aligncenter"><a href="https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/alww-independent-unions.png"><img aria-describedby="caption-attachment-1047" loading="lazy" data-attachment-id="1047" data-permalink="https://bughousesquare.wordpress.com/2014/05/14/networked-labor-movement-edges/alww-independent-unions/" data-orig-file="https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/alww-independent-unions.png" data-orig-size="848,500" data-comments-opened="1" data-image-meta="{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;}" data-image-title="alww-independent-unions" data-image-description="" data-image-caption="&lt;p&gt;Independent unions represented in the ALWW index (various railway unions combined for better visualization).&lt;/p&gt;
" data-medium-file="https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/alww-independent-unions.png?w=300" data-large-file="https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/alww-independent-unions.png?w=640" class="size-large wp-image-1047" src="https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/alww-independent-unions.png?w=640&#038;h=377" alt="Independent unions represented in the ALWW index (various railway unions combined for better visualization)." width="640" height="377" srcset="https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/alww-independent-unions.png?w=640 640w, https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/alww-independent-unions.png?w=150 150w, https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/alww-independent-unions.png?w=300 300w, https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/alww-independent-unions.png?w=768 768w, https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/alww-independent-unions.png 848w" sizes="(max-width: 640px) 100vw, 640px" /></a><p id="caption-attachment-1047" class="wp-caption-text">Independent unions represented in the ALWW index (various railway unions combined for better visualization).</p></div>
<p>The next subcategory is Political Parties.  In the actual directory quite a few people are listed as Democrats and Republicans, but not in the index. So this is really &#8220;left political parties&#8221; or &#8220;working-class political parties.&#8221;</p>
<div data-shortcode="caption" id="attachment_1048" style="width: 650px" class="wp-caption aligncenter"><a href="https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/alww-political-parties.png"><img aria-describedby="caption-attachment-1048" loading="lazy" data-attachment-id="1048" data-permalink="https://bughousesquare.wordpress.com/2014/05/14/networked-labor-movement-edges/alww-political-parties/" data-orig-file="https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/alww-political-parties.png" data-orig-size="848,500" data-comments-opened="1" data-image-meta="{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;}" data-image-title="alww political parties" data-image-description="" data-image-caption="&lt;p&gt;Political parties represented in the ALWW index, apparently excluding the Democrats and Republicans which show up frequently in the full directory.&lt;/p&gt;
" data-medium-file="https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/alww-political-parties.png?w=300" data-large-file="https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/alww-political-parties.png?w=640" class="size-large wp-image-1048" src="https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/alww-political-parties.png?w=640&#038;h=377" alt="Political parties represented in the ALWW index, apparently excluding the Democrats and Republicans which show up frequently in the full directory." width="640" height="377" srcset="https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/alww-political-parties.png?w=640 640w, https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/alww-political-parties.png?w=150 150w, https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/alww-political-parties.png?w=300 300w, https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/alww-political-parties.png?w=768 768w, https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/alww-political-parties.png 848w" sizes="(max-width: 640px) 100vw, 640px" /></a><p id="caption-attachment-1048" class="wp-caption-text">Political parties represented in the ALWW index, apparently excluding the Democrats and Republicans which show up frequently in the full directory.</p></div>
<p>And finally, that large category &#8220;Miscellaneous Groups.&#8221;  In later posts I&#8217;ll zero in on &#8220;Journalists and Writers&#8221; as well as a key group of individuals that link the AFL unions with the para-union organizations.</p>
<div data-shortcode="caption" id="attachment_1044" style="width: 650px" class="wp-caption aligncenter"><a href="https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/misc-groups1.png"><img aria-describedby="caption-attachment-1044" loading="lazy" data-attachment-id="1044" data-permalink="https://bughousesquare.wordpress.com/2014/05/14/networked-labor-movement-edges/misc-groups/" data-orig-file="https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/misc-groups1.png" data-orig-size="848,500" data-comments-opened="1" data-image-meta="{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;}" data-image-title="alww index misc groups" data-image-description="" data-image-caption="&lt;p&gt;Chart of the subcategories and organizations listed under &amp;#8220;Miscellaneous Groups&amp;#8221; in the ALWW.&lt;/p&gt;
" data-medium-file="https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/misc-groups1.png?w=300" data-large-file="https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/misc-groups1.png?w=640" class="size-large wp-image-1044" src="https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/misc-groups1.png?w=640&#038;h=377" alt="Chart of the subcategories and organizations listed under &quot;Miscellaneous Groups&quot; in the ALWW." width="640" height="377" srcset="https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/misc-groups1.png?w=640 640w, https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/misc-groups1.png?w=150 150w, https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/misc-groups1.png?w=300 300w, https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/misc-groups1.png?w=768 768w, https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/misc-groups1.png 848w" sizes="(max-width: 640px) 100vw, 640px" /></a><p id="caption-attachment-1044" class="wp-caption-text">Chart of the subcategories and organizations listed under &#8220;Miscellaneous Groups&#8221; in the ALWW index.</p></div>
<p>The printed Who&#8217;s Who also has a geographic index, but I have yet to convert that into a spreadsheet.  It would be interesting to see how the categories, subcategories and organizations look spatially.  But that will have to wait for another day.</p>
<p>Next up, I return to Gephi and the network charts, add the links between groups and explore some individuals who seem to occupy key positions between the two poles of the 1920s labor movement.</p>
<p>&nbsp;</p>
<p>&nbsp;</p>
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		<media:content url="https://2.gravatar.com/avatar/e2c3af4fa129ed5450d0ffa3334df45cfc317cd11fcd876d874b75cbc3744950?s=96&#38;d=identicon" medium="image">
			<media:title type="html">higbie</media:title>
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		<media:content url="https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/alww-index-nodes-only.jpg?w=300" medium="image">
			<media:title type="html">A network chart based on the index of the American Labor Who&#039;s Who (1925). Blue dots represent major categories, red dots are organizations or subcategories, and green dots represent individuals.</media:title>
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		<media:content url="https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/categories.png?w=640" medium="image">
			<media:title type="html">alww index categories</media:title>
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		<media:content url="https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/alww-afl-major-orgs.png?w=640" medium="image">
			<media:title type="html">American Federation of Labor-affiliated organizations or groupings with 10 or more members in the ALWW index.</media:title>
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			<media:title type="html">Independent unions represented in the ALWW index (various railway unions combined for better visualization).</media:title>
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		<media:content url="https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/alww-political-parties.png?w=640" medium="image">
			<media:title type="html">Political parties represented in the ALWW index, apparently excluding the Democrats and Republicans which show up frequently in the full directory.</media:title>
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		<media:content url="https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/misc-groups1.png?w=640" medium="image">
			<media:title type="html">Chart of the subcategories and organizations listed under &#034;Miscellaneous Groups&#034; in the ALWW.</media:title>
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		<title>The Networked Labor Movement</title>
		<link>https://bughousesquare.wordpress.com/2014/05/11/the-networked-labor-movement/</link>
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		<dc:creator><![CDATA[Tobias Higbie]]></dc:creator>
		<pubDate>Sun, 11 May 2014 18:57:49 +0000</pubDate>
				<category><![CDATA[ALWW]]></category>
		<category><![CDATA[History]]></category>
		<category><![CDATA[Labor]]></category>
		<category><![CDATA[Research]]></category>
		<category><![CDATA[digital history]]></category>
		<category><![CDATA[digital humanities]]></category>
		<category><![CDATA[Gephi]]></category>
		<category><![CDATA[labor history]]></category>
		<category><![CDATA[networks]]></category>
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					<description><![CDATA[This is the first in a series of posts I expect to write to help me think through the use of network analysis and visualization. When I started converting the printed American Labor Who&#8217;s Who to an electronic database, I &#8230; <a href="https://bughousesquare.wordpress.com/2014/05/11/the-networked-labor-movement/">Continue reading <span class="meta-nav">&#8594;</span></a>]]></description>
										<content:encoded><![CDATA[<p><a href="https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/index-labels.jpg"><img loading="lazy" data-attachment-id="1015" data-permalink="https://bughousesquare.wordpress.com/2014/05/11/the-networked-labor-movement/index-labels/" data-orig-file="https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/index-labels.jpg" data-orig-size="1239,727" data-comments-opened="1" data-image-meta="{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;}" data-image-title="index-labels" data-image-description="" data-image-caption="" data-medium-file="https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/index-labels.jpg?w=300" data-large-file="https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/index-labels.jpg?w=640" class="alignright wp-image-1015 size-medium" src="https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/index-labels.jpg?w=300&#038;h=176" alt="index-labels" width="300" height="176" srcset="https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/index-labels.jpg?w=300 300w, https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/index-labels.jpg?w=600 600w, https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/index-labels.jpg?w=150 150w" sizes="(max-width: 300px) 100vw, 300px" /></a><em>This is the first in a series of posts I expect to write to help me think through the use of network analysis and visualization.</em></p>
<p>When I started converting the printed <a title="Old Book, New Data" href="https://bughousesquare.wordpress.com/2013/12/11/old-book-new-data/" target="_blank">American Labor Who&#8217;s Who</a> to an electronic database, I knew the data would be a handy reference tool for students. But I also hoped to use the data for my own research, and that it might even be instructive for contemporary activists.  In particular, I figured the directory of labor and radical leaders might help us see the interconnections between organizations and people that make up the thing we call &#8220;the labor movement,&#8221; and the fact that the movement was broader than &#8220;trade unionism&#8221; alone.</p>
<p>Why does that matter?  Well, if we consider that union membership is currently below 10% of the private sector workforce, things seem pretty hopeless for Labor.  How can a social group as defensive and marginal as that ever hope to assert real power again? But if we think of the unions as part of a broader political and social grouping that also includes journalists, educators, activists and lawyers&#8211;then we have something much larger and broader.  That&#8217;s important not just for politics today, but for the way we think about historical change. As a number of labor scholars have noted, the labor movement tends to grow in sudden, massive upsurges rather than by slow steady accretion.  The question is, what enables these upsurges?</p>
<p>For much of the 1920s and 1930s, union density was low and employers had the upper hand. Unions and radicals were divided against each other. A lot of energy went into expelling dissidents and poaching members from other organizations.  Old forms of unionism held on to authority, while newer forms remained inchoate or marginalized.  But unionism and progressive/radical political activism held on and, in the late 1930s and 1940s grew exponentially.  Legal and macro-political changes had a lot to do with that upsurge&#8211;especially a new federal policy in favor of collective bargaining and the full employment context of World War II.  But the massive and swift growth in union membership and power was also based on a network of local militants who carried out the organizing drives, produced labor newspapers and radio shows, and staffed the strike kitchens and community support networks that sustained activism.</p>
<p>So consider this chart, based on the index of the <em>American Labor Who&#8217;s Who</em>, which lists individuals by category (e.g., AFL affiliated, independent unions, miscellaneous), and by organization or subcategory (e.g., United Mine Workers or Journalists &amp; Writers).  Note: elsewhere, I&#8217;ve <a href="http://socialjusticehistory.org/projects/alww/index.php?title=About" target="_blank">explained the limits of this source</a> in terms of representativeness, and why it&#8217;s still worth using. This analysis is based on the roughly 1,300 U.S. entries.</p>
<div data-shortcode="caption" id="attachment_1024" style="width: 650px" class="wp-caption aligncenter"><a href="https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/alww-index-nodes-only.jpg"><img aria-describedby="caption-attachment-1024" loading="lazy" data-attachment-id="1024" data-permalink="https://bughousesquare.wordpress.com/2014/05/11/the-networked-labor-movement/alww-index-nodes-only/" data-orig-file="https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/alww-index-nodes-only.jpg" data-orig-size="748,694" data-comments-opened="1" data-image-meta="{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;}" data-image-title="alww-index-nodes-only" data-image-description="" data-image-caption="&lt;p&gt;A network chart based on the index of the American Labor Who&amp;#8217;s Who (1925). Blue dots represent major categories, red dots are organizations or subcategories, and green dots represent individuals.&lt;/p&gt;
" data-medium-file="https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/alww-index-nodes-only.jpg?w=300" data-large-file="https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/alww-index-nodes-only.jpg?w=640" class="size-large wp-image-1024" src="https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/alww-index-nodes-only.jpg?w=640&#038;h=593" alt="A network chart based on the index of the American Labor Who's Who (1925). Blue dots represent major categories, red dots are organizations or subcategories, and green dots represent individuals." width="640" height="593" srcset="https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/alww-index-nodes-only.jpg?w=640 640w, https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/alww-index-nodes-only.jpg?w=150 150w, https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/alww-index-nodes-only.jpg?w=300 300w, https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/alww-index-nodes-only.jpg 748w" sizes="(max-width: 640px) 100vw, 640px" /></a><p id="caption-attachment-1024" class="wp-caption-text">A network chart based on the index of the American Labor Who&#8217;s Who (1925). Blue dots represent major categories, red dots are organizations or subcategories, and green dots represent individuals.</p></div>
<p>I extracted the text of the index from the ePub version of the Who&#8217;s Who on the HathiTrust Digital Library, and converted it into a spreadsheet in Microsof Excel.   Using the <a title="Table 2 Net" href="http://tools.medialab.sciences-po.fr/table2net/index.php" target="_blank">Table 2 Net</a> website I converted a CSV formatted version of the spreadsheet it into a bipartite network table.  Then I opened that table in <a title="Gephi" href="https://gephi.org/" target="_blank">Gephi</a>&#8211;a free network analysis and visualization program and created a chart with the Force Atlas algorithm.</p>
<p>In a network you have &#8220;nodes&#8221; and &#8220;edges.&#8221;  This is a &#8220;bipartite&#8221; network, meaning there are two kinds of nodes: people and categories of organization/activity.  The edges are the connections between the two types of nodes.  This is a &#8220;directed&#8221; network, which means that the lines of connection (the edges) only flow in one way: individuals are members of organizations, subcategories, and categories of organizations.</p>
<p>The chart orients around two poles of about equal size:  American Federation of Labor (AFL)-affiliated bodies and everyone else (including journalists, independent unions, and political parties among others).  Depending on your mood you could read this as affirming the AFL as the dominant player in this social field, or as suggesting the diversity of and balance of players. Or you might suggest there was some level of tension and conflict between the two poles.  It&#8217;s useful to remember that this chart is an analytical tool, not necessarily a direct representation of reality&#8211;and there are layers of &#8220;bias&#8221; baked into the data from its origins.</p>
<p>This chart is designed to accentuate the separation of the groups for analytical purposes. It doesn&#8217;t show the edges (connections between and among people and organizations), only the relative groupings.  I&#8217;ll get into the linkages between groups in subsequent posts.  In particular, I&#8217;m interested in the group of green dots that sits between the AFL and Miscellaneous poles.  This turns out to be made up of editors of major union and labor federation newspapers.  They were a key group that linked unions to the broader working-class public sphere in large part because they formed bridges between unions and other social sectors&#8211;something that seems to be represented here in the chart.</p>
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		<media:content url="https://bughousesquare.wordpress.com/wp-content/uploads/2014/05/alww-index-nodes-only.jpg?w=640" medium="image">
			<media:title type="html">A network chart based on the index of the American Labor Who&#039;s Who (1925). Blue dots represent major categories, red dots are organizations or subcategories, and green dots represent individuals.</media:title>
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		<title>The more things change&#8230;</title>
		<link>https://bughousesquare.wordpress.com/2014/01/23/the-more-things-change/</link>
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		<dc:creator><![CDATA[Tobias Higbie]]></dc:creator>
		<pubDate>Thu, 23 Jan 2014 20:51:32 +0000</pubDate>
				<category><![CDATA[Document]]></category>
		<category><![CDATA[History]]></category>
		<category><![CDATA[Labor]]></category>
		<category><![CDATA[Politics]]></category>
		<category><![CDATA[Chicago]]></category>
		<category><![CDATA[Chicago Public Schools]]></category>
		<category><![CDATA[IWW]]></category>
		<category><![CDATA[Karel Capek]]></category>
		<category><![CDATA[R.U.R.]]></category>
		<category><![CDATA[robots]]></category>
		<guid isPermaLink="false">http://bughousesquare.wordpress.com/?p=1008</guid>

					<description><![CDATA[As a parent of two Chicago Public Schools 4th graders, I&#8217;ve had a crash course this year in urban austerity.  Teachers are trying their best, but with 31 students per class, the school library effectively closed, and district mandated testing, &#8230; <a href="https://bughousesquare.wordpress.com/2014/01/23/the-more-things-change/">Continue reading <span class="meta-nav">&#8594;</span></a>]]></description>
										<content:encoded><![CDATA[<p>As a parent of two Chicago Public Schools 4th graders, I&#8217;ve had a crash course this year in urban austerity.  Teachers are trying their best, but with 31 students per class, the school library effectively closed, and district mandated testing, it&#8217;s an uphill battle.  Meanwhile the district closed 50 schools outright last year citing low enrollment, but is likely to approve 30 new charter schools for next year (despite many charters being under-enrolled).  So I got a chuckle when I came across the following from the November 1924 edition the <a href="http://catalog.hathitrust.org/Record/000545759" target="_blank"><em>Industrial Pioneer</em></a> (p. 28), which should be filed under &#8220;the more things change, the more they stay the same.&#8221;</p>
<blockquote><p><strong>No Refinement for Robots</strong></p>
<p>The school system is supposed to be the bulwark of the republic, and, up to now, it has been certainly a bulwark of capitalism.  The little children marched the goose step and swallowed the pills of prejudice and patriotism without any objection from them or their parents.  And in general, capitalism considered money spent on &#8220;education&#8221; to be well spent, and in the interests of public order, their order.</p>
<p>Something is happening now, though just why is not so clear.  The capitalist class is sabotaging education. We have before us a statement by the teachers&#8217; unions of Chicago, which is a protest against the proposal of the Czaristic superintendent of schools here to fire about a thousand teachers, cut down the hours slightly, use a two-shift-a-day system, use the &#8220;platoon&#8221; or factory system of instruction, and abolish a part of the medical inspection of children.</p>
<p>The excuse given for all of this curtailment in effective education is &#8220;poverty,&#8221; &#8220;no money in the school fund.&#8221; The teachers counter this by figures to prove that forty billion dollars&#8217; worth of property in Chicago escapes taxation altogether, while only four billion dollars&#8217; worth of property is taxed.</p>
<p>Well, that is another problem. What we are interested in is: why is it that these capitalists do not raise the money? If they felt it necessary to maintain schools, they could raise the cash some other way than by taxation. Or they would submit to an infinitesimal tax on the forty billion dollars&#8217; worth now escaping taxation.</p>
<p>Does this phenomenon mean that the capitalist class, in its second or third generation, is so degenerate that it can no longer act in its own interest? Or does it mean that capitalism has decided that there is danger in even such a slight education as it has been affording the children of the proletariat, and that it has decided to cut down on that?</p></blockquote>
<p>The austerity we&#8217;re seeing in K-12 and in higher education begs the same question, although these days we don&#8217;t use the phrase &#8220;capitalist class&#8221; in polite company.  We might rephrase the question: have business leaders given up on mass education as anything other than a market?</p>
<p>In any case, the title of the piece is a reference to a line in Karel Capek&#8217;s play <em>R.U.R. (Rossum&#8217;s Universal Robots)</em>: &#8220;A working machine must not play the piano, must not feel happy, must not do a whole lot of things.&#8221; Indeed.</p>
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		<title>Five Ideas for Digital Labor History</title>
		<link>https://bughousesquare.wordpress.com/2014/01/16/five-ideas-for-digital-labor-history/</link>
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		<dc:creator><![CDATA[Tobias Higbie]]></dc:creator>
		<pubDate>Fri, 17 Jan 2014 03:50:55 +0000</pubDate>
				<category><![CDATA[History]]></category>
		<category><![CDATA[Labor]]></category>
		<category><![CDATA[Teaching]]></category>
		<category><![CDATA[Technology]]></category>
		<category><![CDATA[digital history]]></category>
		<category><![CDATA[digital humanities]]></category>
		<category><![CDATA[labor history]]></category>
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					<description><![CDATA[This article originally appeared on January 9, 2014 in LaborOnline. Over the last two decades, digital technologies have transformed practically every aspect of historians’ professional lives. When I entered graduate school in the 1990s, there were still professors who wrote &#8230; <a href="https://bughousesquare.wordpress.com/2014/01/16/five-ideas-for-digital-labor-history/">Continue reading <span class="meta-nav">&#8594;</span></a>]]></description>
										<content:encoded><![CDATA[<p>This article originally appeared on January 9, 2014 in <a href="http://lawcha.org/wordpress/2014/01/09/five-ideas-digital-labor-history/" target="_blank"><em>LaborOnline.</em></a></p>
<p>Over the last two decades, digital technologies have transformed practically every aspect of historians’ professional lives. When I entered graduate school in the 1990s, there were still professors who wrote articles out by hand, and then turned over stacks of legal pads to the departmental secretaries to key into computers. In the archives we took notes with paper and pencil and made as many photocopies as we could afford. Today, laptops have displaced the office staff, most archives allow personal digital cameras, and we leave the archives with hundreds of JPEG files instead of note cards.</p>
<p>But what comes next? As Joe Hill might say: don’t mourn the loss of analog history, organize the digital future. In this post, I suggest some possible digital futures for our research, teaching and communication. Using tools and research practices associated with the field of &#8220;digital humanities&#8221; (or &#8220;digital history,&#8221; if you prefer), labor historians can expand the influence of our research and teaching in the digital public sphere, and collaborate with audiences beyond the academy.</p>
<p>Digital Humanities is a growing approach to research and teaching with its own journals (online only, naturally), an NEH grant category all its own, and a growing number of academic programs with dedicated faculty positions. Typically digital humanities programs bring together scholars from traditional humanistic disciplines (e.g., literature and history) with those from design, communications, and library and information studies. These scholars tend to coalesce around an interest in digital media and media history, technical research &amp; publishing practices, and the application of digital technologies to analog (particularly historical, archival) content.</p>
<p>Labor and social historians have been active in digital history, particularly in the use of the web to present historical sources and narratives. Among those who will be familiar to the readers of <i>LaborOnline</i> are the late Roy Rosenzweig (founder, Center for History and New Media), Steve Brier and Joshua Brown (American Social History Project), Janice Reiff (author of a manual on history computing and editor of the online Encyclopedia of Chicago), Kathryn Sklar and Tom Dublin (Women and Social Movements website), and James Gregory (Pacific Northwest Labor and Civil Rights History Project).</p>
<p>But Social History generally, and Labor History specifically have not been closely associated with Digital Humanities as it has emerged in recent years. The reasons for this are complex, but in any case I think this is a lost opportunity for both fields. For those Digital Humanists who aspire to make their scholarship more relevant to nonacademic audiences, Labor History has an outstanding record of public scholarship and a variety of existing public networks. Digital Humanities brings librarians and archivists into dialogue with scholars in ways that echo the many oral and community history projects that labor historians have championed over the years. Meanwhile, as the initial hype about the digital millennium subsides, there is a growing interest among digital humanists in questions of labor in digital production. Whether we call ourselves digital humanists, digital historians, or just skip the labels and get to work, I think labor historians can make a huge contribution to this growing field.</p>
<p>Here are five suggestions, by no means exhaustive of the possibilities, for Labor Historians to make use of digital tools in teaching and research.</p>
<p><b>1. Laboring Wikipedia</b></p>
<p>Students, journalists, ordinary people, and even professors regularly use Wikipedia as a source of basic information. But relatively few of us contribute to Wikipedia or understand how its content is created and vetted. Put simply, a “wiki” is a digital platform for collaborative writing that changes as users add, edit or delete content and links. The English language Wikipedia has over 4 million articles. There are a number of active editors who focus on labor and radical topics, and there is an <a href="https://en.wikipedia.org/wiki/Portal:Organized_labour" target="_blank">Organized Labour Portal</a> that organizes work on the topic. But there is room for improvement when it comes to labor and social justice topics.</p>
<p>Recently I assigned a Wikipedia contribution, rather than a term paper, to my upper-division U.S. labor history course at UCLA. The experience was not without complications, but it was successful enough for me to recommend it to others (a more <a href="https://bughousesquare.wordpress.com/2013/12/30/laboring-wikipedia/" target="_blank">complete account</a> is on my blog). Among the virtues of writing for Wikipedia: students must comply with Wikipedia’s well-established and clearly articulated sourcing and editing standards, and their work is subjected to the lens of Wikipedia editors who are well versed in the varieties of unintended copying and outright plagiarism student-writers sometimes commit. The reward for those students who truly embrace the assignment: having their work published on a world-readable platform used by millions everyday!</p>
<p>With the development of a <a href="https://outreach.wikimedia.org/wiki/Main_Page" target="_blank">major outreach program by the Wikimedia Foundation</a>, assigning a Wikipedia contribution in one of your courses is much, much easier than it was a few years ago. In addition to a new class of volunteer editors known as campus and regional “Ambassadors” who can help instructors, Wikipedia now has a system for hosting courses, resources for training students, and systematically reviewing contributions. LAWCHA might want to sponsor an international day of Laboring Wikipedia on the model of the <a href="http://dhpoco.org/blog/2013/03/21/the-global-women-wikipedia-write-in-gwwi/" target="_blank">Global Women Wikipedia Write-In</a> during which libraries and cafes hosted collective write-ins.</p>
<p><b>2. Liberate Public Domain, Orphaned, and Radical Texts</b></p>
<p>Anyone who has used GoogleBooks knows the frustration of clicking on an interesting book title only to find it inaccessible. Google and the university-oriented HathiTrust Digital Library defensively block access to many items simply because they were published after the easy-to-recognize cut off for public domain copyright status. US copyright law dictates that virtually anything published before 1923, and everything published by the federal government, is in the public domain. Also, books published between 1923 and 1963 are in the public domain unless their copyright holders renewed the copyright (there is an online <a href="http://comminfo.rutgers.edu/~lesk/copyrenew.html" target="_blank">database of renewed copyrights</a>). A concerted effort by scholars could encourage the library partners of the HathiTrust to open many of these books, periodicals and pamphlets that languish behind the digital curtain. Last year I noticed the <a href="http://catalog.hathitrust.org/Record/000591300" target="_blank"><i>American Labor Who&#8217;s Who</i></a> (1925) had been scanned but was not accessible. Through my university library&#8217;s copyright office I made a request to open up the text for research purposes, which was quickly granted. You also can make requests directly to the HathiTrust Digital Library through the “Feedback” link at the bottom of each catalog record. I recently requested the liberation of the IWW’s monthly magazine <a href="http://catalog.hathitrust.org/Record/000545759" target="_blank"><i>Industrial Pioneer</i></a>. My request is still under review. I’ll let you know what happens. <em>(Update: two additional volumes are now open access.)</em></p>
<p>Here are a few other examples of labor periodicals that are currently inaccessible despite having been scanned:</p>
<p style="padding-left:30px;">The <a href="http://catalog.hathitrust.org/Record/000554113" target="_blank">Journal of Electrical Workers and Operators</a> (IBEW)</p>
<p style="padding-left:30px;">The <a href="http://catalog.hathitrust.org/Record/000679463" target="_blank">Workers’ Monthly</a> (CPUSA)</p>
<p style="padding-left:30px;">A 1939 union-published retrospective on the <a href="http://catalog.hathitrust.org/Record/001298241" target="_blank">Amalgamated Clothing Workers</a> by J.B.S. Hardman.</p>
<p>And there are plenty more, including the proceedings of annual conventions of the Steelworkers, the ILWU and the UAW (all behind the digital curtain). Wouldn’t these unions like to have their historical record freely accessible to their members, scholars and students? We as labor historians could organize a systematic effort to identify publications in need of liberation, then work with the organizations (if they exist) to grant permission to HathiTrust to open up access. As an added bonus, when these texts become freely available they help support more labor content on Wikipedia.</p>
<p><b>3. Mining Digital Texts</b></p>
<p>Liberating digitized books is a first step to really digging into them with digital tools. These books often contain a wealth of biographical, organizational, geographic, and visual information. In addition to reading these texts in a traditional sense, we can use them as data for mapping and visualizations. There are a number of free (or low-cost) programs for mapping and charting this kind of data. Among the free mapping systems, Google Maps and Google Fusion Tables, are relatively easy to use, but are limited. A mapping tool with more flexibility, but a steeper learning curve, is <a title="GeoCommons" href="http://geocommons.com/" target="_blank">GeoCommons</a>. Another free, online visualization tool is <a href="http://app.raw.densitydesign.org/#/" target="_blank">Raw</a>, which allows you to create a variety of chart types. These are just a few of the relatively easy to use tools. If you want to put in more time, there are many more possibilities.</p>
<p>In the case of the <i>American Labor Who&#8217;s Who</i>, I was able to extract the text and, with the help of staff in the UCLA Library and Center for Digital Humanities, to clean and parse the text into a spreadsheet. I then converted the Who&#8217;s Who text into a specialized type of wiki and posted it online (<a href="http://socialjusticehistory.org/projects/alww/index.php?title=Main_Page">http://socialjusticehistory.org/projects/alww</a>). This conversion of text to database is far from complete or perfect, and it was time-consuming. But it has opened up the <i>Who&#8217;s Who</i> to types of analysis that were nearly impossible in its analog form, for instance maps of labor leaders’ <a href="https://www.google.com/fusiontables/DataSource?docid=1zqMvAYDvUpU3mxVnzpHgNT6Epmgw4hL_zqSYE_c" target="_blank">birthplaces</a> and 1925 <a href="https://www.google.com/fusiontables/DataSource?docid=1zqMvAYDvUpU3mxVnzpHgNT6Epmgw4hL_zqSYE_c" target="_blank">work addresses</a>&#8211;note the transatlantic migration&#8211;created with Google FusionTables.</p>
<p>We also might use digital tools to examine some of the many movement texts that are already online and freely available, for instance the <a href="http://www.gompers.umd.edu/" target="_blank">Samuel Gompers Papers</a>, the <a href="http://www.marxisthistory.org/subject/usa/eam/index.html" target="_blank">Early American Marxism website</a> or the <a href="http://flps.newberry.org/" target="_blank">Chicago Foreign Language Press Survey</a>. Born-digital information, like the discussion logs for H-Labor, would make another great subject of analysis. Currently, you can browse the H-Labor lists by date. But imagine a more fully searchable system so that we don&#8217;t need to ask the same questions over and over again. Graduate students might even benefit from analyzing the development of the field through the shifting interests of H-Labor posts (or of all H-Net posts for that matter).</p>
<p><b>4. Social Media for Scholarly and Popular Communication</b></p>
<p>Social media platforms like Twitter and Facebook are, for better or worse, now regular features of the scholarly communication cycle. Not only do scholars post announcements of their work, but we use social media like a version of conversations that take place at conferences or over coffee. These conversations typically don&#8217;t count as &#8220;scholarship,&#8221; and rarely show up in publications, but they are a key way we develop and test our analyses. As with Wikipedia, professional historians are often not the ones posting historical content on social media. For instance, the Facebook group “Labor History” has nearly 4,000 members, including union members, staff, and professional historians. Being active on social media is a good way to engage public debates about labor and social policies that impact working people. LAWCHA and <i>LaborOnline</i> could play a bigger role in curating these communities by encouraging members to “like” or “follow” the organizations, stimulating debate online, or generating and circulating useful tags. Of course, this can be a lot of work so there needs to be an organizational commitment. But we can also leverage the voluntary activity of the broader labor history community. One key truism of social networks is that most of the content is created by a few highly active users. Are there any LAWCHA members who are “super users” of social media? You know who you are.</p>
<p>A potential problem, and opportunity for LAWCHA, is social media fatigue and fragmentation. As these platforms proliferate, and compete for our time and attention, it can get harder to follow everything we want to follow. We might use LaborOnline (or its social media accounts) to aggregate these information flows, and then present them in a more digested (or &#8220;curated&#8221;) fashion. Digital humanities does this through the online &#8220;journal&#8221; <a href="http://digitalhumanitiesnow.org/" target="_blank">Digital Humanities Now</a>, which is like a blog with volunteer editors who find content online and post links. Among the benefit of this type of activity are that it helps create community, and provides an automatic archive of links for future reference.</p>
<p><b>5. Social Media for Research</b></p>
<p>Facebook and Twitter are not just for wasting time; they are also good for research. A recent <a href="http://pewinternet.org/Reports/2013/Social-Media-Update/Main-Findings/73-of-online-adults-now-use-social-networking-sites.aspx" target="_blank">poll from the Pew Internet and American Life Project</a> found that almost three-quarters of adult who use the internet regularly use social networks. There were some significant variations across platforms, with African Americans and Latinos more over-represented among Twitter and Instagram users. Recently, some union campaigns have used Facebook groups to reach out to workers, and workers have developed their own Facebook groups as part of the campaigns. Facebook and other platforms provide a specialized interfaces (known as an Application Programmer Interface, or API) that allows a researcher to extract the content of these groups (if the groups are public or the researcher is a member). Or, we could do this on Twitter: identify hashtags and users associated with unions and social movements, extract a retrospective archive, and see how these developed over time. The Occupy movement even has a website to encourage research (<a href="http://occupyresearch.wikispaces.com/data+and+visualization" target="_blank">OccupyResearch</a>). You may need to check with your university’s Institutional Review Board, since this research includes living human beings, rather than long gone historical characters.</p>
<p>In the many forms of social media, we can also see a big piece of the archive for future historians of everyday life and contemporary social movements. The time is now to collect and preserve this digital record. Major strikes and campaigns in recent years have created an increasing volume of digital ephemera (think of the Writers Guild Strike, Occupy Wall Street, the CTU Strike, or the DREAM Act initiative). In the old days, archivists collected flyers and broadsides. Now they have to collect online (see for example the <a href="http://www.nyu.edu/library/bobst/research/tam/webarchive.html" target="_blank">Tamiment Library’s Web Archive</a> project). University based historians should encourage archivists to preserve these collections, while historically minded activists can do their part too by preserving their digital communications. The problems are daunting: if you&#8217;ve been in a union staff meeting lately you know that instant messaging and emails are typical forms of communication. How much of this stuff will unions want to preserve, if any? It would be great to have a dialog between archivists, activists and historians about the scope of future digital archives, and how we can ensure that future generations will be able to access the history of contemporary movements for social and economic justice.</p>
<p style="text-align:center;">* * *</p>
<p>These are just five ideas among many possibilities. If you already doing some of this, tell us about it in the comments. Likewise, if you hate the idea of digital history, let &#8216;er rip (in a polite collegial tone, of course).</p>
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