The graph represents a network of 4,239 Twitter users whose recent tweets contained "#ImmigrationReform", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 1/13/2023 5:00:34 PM. The network was obtained from Twitter on Saturday, 14 January 2023 at 17:22 UTC.
The tweets in the network were tweeted over the 3621-day, 22-hour, 7-minute period from Wednesday, 13 February 2013 at 02:49 UTC to Saturday, 14 January 2023 at 00:56 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
The graph is directed.
The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Author Description
Vertices : 4239
Unique Edges : 3545
Edges With Duplicates : 10061
Total Edges : 13606
Number of Edge Types : 9
Retweet : 2535
MentionsInRetweet : 3931
Replies to : 1243
MentionsInReplyTo : 2651
MentionsInQuoteReply : 28
Quote : 441
Tweet : 1558
Mentions : 918
MentionsInQuote : 301
Self-Loops : 1819
Reciprocated Vertex Pair Ratio : 0.0117130307467057
Reciprocated Edge Ratio : 0.0231548480463097
Connected Components : 502
Single-Vertex Connected Components : 255
Maximum Vertices in a Connected Component : 2971
Maximum Edges in a Connected Component : 11298
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.167688
Graph Density : 0.000346175388182344
Modularity : 0.415533
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 4,239 Twitter users whose recent tweets contained "#ImmigrationReform", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 1/13/2023 5:00:34 PM. The network was obtained from Twitter on Saturday, 14 January 2023 at 17:22 UTC.
The tweets in the network were tweeted over the 3621-day, 22-hour, 7-minute period from Wednesday, 13 February 2013 at 02:49 UTC to Saturday, 14 January 2023 at 00:56 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
Graph Term : #ImmigrationReform
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[338] #immigration,#immigrationreform [285] one,top [284] ask,yourself [284] don,hear [283] san,ysidro [283] top,entries [282] san,diego [282] entries,migrants [282] ysidro,one [282] diego,san Top Word Pairs in Tweet in G1:
[57] plain,simple [56] hill,anything [56] #immigration,plain [56] anything,#immigration [56] repeat,politicians [56] politicians,hill [56] keep,finding [56] simple,keep [55] immigration,reform [55] dcwaladesi,repeat Top Word Pairs in Tweet in G2:
[276] don,hear [276] migrants,ask [276] top,entries [276] diego,san [276] san,ysidro [276] san,diego [276] one,top [276] hear,gavin [276] ask,yourself [276] yourself,don Top Word Pairs in Tweet in G3:
[122] good,#immigrationreform [121] #dreamers,immigration [121] thedemocrats,pass [121] gop,thedemocrats [121] pass,good [121] specially,#dreamers [121] #immigrationreform,specially [121] time,gop [120] chefjoseandres,time [74] immigration,reform Top Word Pairs in Tweet in G4:
[69] #immigration,#immigrationreform [25] immigration,reform [22] learn,more [19] #immigrationreform,#immigrationreform [17] #immigrationreform,#immigrationlaw [17] more,#uscisnews [17] #immigrationlawyer,#uscis [17] #uscis,#usimmigrationlawyer [17] #uscisnews,#immigrationlawyer [16] #usimmigrationlawyer,#immigrationreform Top Word Pairs in Tweet in G5:
[247] create,#immigrationreform [175] democrats,create [175] help,democrats [134] humanitarian,crisis [133] refuse,help [117] fail,create [115] crisis,affecting [114] affecting,border [94] #immigrationreform,republicans [87] zero,plans Top Word Pairs in Tweet in G6:
[61] need,#immigrationreform [60] wall,total [60] families,evil [60] arriving,droves [60] know,wall [60] evil,immigrants [60] immigrants,arriving [60] waste,separating [60] separating,families [60] #immigrationreform,know Top Word Pairs in Tweet in G7:
[93] #daca,#joebiden [91] #joebiden,#elsalvador [91] #elsalvador,#mexico [90] #haiti,#asylum [90] #mexico,#venezuela [90] #migrants,#fema [90] #asylum,#tps [90] #guatemala,#haiti [90] #venezuela,#guatemala [90] #tps,#visas Top Word Pairs in Tweet in G8:
[78] #immigration,#immigrationreform [73] simple,easy [73] make,paper [73] paper,forms [73] #immigrationreform,#savetime [73] digital,make [73] ailanational,nilc [73] secure,go [73] potus,ailanational [73] uscisdirector,whitehouse Top Word Pairs in Tweet in G9:
[15] rishisunak,suellabraverman [13] rushed,rishisunak [13] excuse,rushing [13] law,rushed [13] rushing,legislation [13] suellabraverman,excuse [12] andyplumb4,law [11] david,cameron [10] criminal,damage [10] someone,shop Top Word Pairs in Tweet in G10:
[33] pass,#immigrationreform [31] again,refuse [31] time,again [31] border,bc [31] refuse,pass [31] crisis,border [31] republicans,time [31] bc,republicans [30] #immigrationreform,ex [30] murieanita1,crisis Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
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Top Tweeters in G10: