The graph represents a network of 4,487 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 3/3/2023 5:00:35 PM. The network was obtained from Twitter on Saturday, 04 March 2023 at 17:22 UTC.
The tweets in the network were tweeted over the 3670-day, 21-hour, 55-minute period from Wednesday, 13 February 2013 at 02:49 UTC to Saturday, 04 March 2023 at 00:45 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 : 4487
Unique Edges : 2898
Edges With Duplicates : 9651
Total Edges : 12549
Number of Edge Types : 9
Replies to : 1096
MentionsInReplyTo : 1939
Retweet : 2894
MentionsInRetweet : 3856
Mentions : 737
Tweet : 1359
Quote : 392
MentionsInQuote : 253
MentionsInQuoteReply : 23
Self-Loops : 1604
Reciprocated Vertex Pair Ratio : 0.00971039182282794
Reciprocated Edge Ratio : 0.0192340138349924
Connected Components : 453
Single-Vertex Connected Components : 247
Maximum Vertices in a Connected Component : 3476
Maximum Edges in a Connected Component : 10749
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 6.433394
Graph Density : 0.000294455444226304
Modularity : 0.435366
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 4,487 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 3/3/2023 5:00:35 PM. The network was obtained from Twitter on Saturday, 04 March 2023 at 17:22 UTC.
The tweets in the network were tweeted over the 3670-day, 21-hour, 55-minute period from Wednesday, 13 February 2013 at 02:49 UTC to Saturday, 04 March 2023 at 00:45 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:
[546] manage,fine [546] seem,manage [546] echr,comes [546] apparently,restricted [546] austria,seem [546] restricted,echr [546] immigrants,austria [546] deporting,immigrants [546] comes,deporting [545] fine,wha Top Word Pairs in Tweet in G1:
[541] austria,seem [541] restricted,echr [541] echr,comes [541] seem,manage [541] manage,fine [541] comes,deporting [541] deporting,immigrants [541] apparently,restricted [541] immigrants,austria [540] fine,wha Top Word Pairs in Tweet in G2:
[364] create,#immigrationreform [279] democrats,create [275] help,democrats [228] refuse,help [172] humanitarian,crisis [171] republicans,refuse [120] crisis,affecting [119] affecting,border [117] fail,create [112] fix,humanitarian Top Word Pairs in Tweet in G3:
[275] ysidro,one [275] entries,migrants [275] migrants,ask [275] top,entries [275] yourself,don [275] hear,gavin [275] one,top [275] diego,san [275] ask,yourself [275] don,hear Top Word Pairs in Tweet in G4:
[86] merely,country [86] wrong,need [86] differently,merely [86] people,differently [86] country,birth [86] treating,people [86] birth,wrong [86] need,reform [86] reform,immigration [85] immigration,syst Top Word Pairs in Tweet in G5:
[47] #immigration,#immigrationreform [13] immigration,reform [10] #immigrationlawyer,#immigrationreform [9] #immigrationreform,#immigration [8] #immigrationreform,#immigrants [8] #bordercrisis,#immigrationreform [7] wait,see [6] #immigrationtips,#immigrationlawyer [6] updates,immigration [6] see,#immigration Top Word Pairs in Tweet in G6:
[28] allenorresq,immigration [26] zero,discussion [26] limited,until [26] potential,limited [26] immigration,sum [26] discussion,potential [26] sum,zero [26] until,see [26] see,immigrants [26] immigrants,workers Top Word Pairs in Tweet in G7:
[53] southern,border [53] senator,chris [53] chris,murphy [52] still,affected [52] positioned,far [52] far,southern [52] border,connecticut [52] acknowledged,despite [52] despite,being [52] connecticut,still Top Word Pairs in Tweet in G8:
[18] votes,#immigrationreform [18] exactly,party [18] obstruction,always [18] party,obstruction [18] always,votes [17] brianradfordaz,exactly [14] break,gop [14] #immigrationreform,bill [14] senatorsinema,trump [14] majority,elected Top Word Pairs in Tweet in G9:
[38] american,flag [38] stabbed,woman [38] flag,shirt [38] woman,wearing [38] wearing,american [38] paul,peter [38] beat,stabbed [38] peter,jal [37] jal,beat [37] immigrant,paul Top Word Pairs in Tweet in G10:
[71] truth,comes [70] throughout,year [70] free,ticks [70] more,truths [70] truths,throughout [70] free,follow [70] year,free [70] follow,more [70] feel,free [70] comes,feel Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: