The graph represents a network of 589 Twitter users whose tweets in the requested range contained "#ImmigrationReform", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 16 April 2022 at 15:42 UTC.
The requested start date was Saturday, 16 April 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 13-day, 21-hour, 55-minute period from Saturday, 02 April 2022 at 00:27 UTC to Friday, 15 April 2022 at 22:22 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
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 : 589
Unique Edges : 435
Edges With Duplicates : 773
Total Edges : 1208
Number of Edge Types : 5
Retweet : 226
MentionsInRetweet : 337
Replies to : 217
Mentions : 304
Tweet : 124
Self-Loops : 128
Reciprocated Vertex Pair Ratio : 0.00303951367781155
Reciprocated Edge Ratio : 0.00606060606060606
Connected Components : 101
Single-Vertex Connected Components : 46
Maximum Vertices in a Connected Component : 293
Maximum Edges in a Connected Component : 748
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.509818
Graph Density : 0.00190568587367035
Modularity : 0.497728
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 589 Twitter users whose tweets in the requested range contained "#ImmigrationReform", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 16 April 2022 at 15:42 UTC.
The requested start date was Saturday, 16 April 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 13-day, 21-hour, 55-minute period from Saturday, 02 April 2022 at 00:27 UTC to Friday, 15 April 2022 at 22:22 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
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:
[76] #daca,recipients [74] retweet,believe [74] believe,#immigrationreform [74] #immigrationreform,#resistanceunited [74] #resistanceunited,#nhpolitics [73] nhcardona603,retweet [66] #immigrationreform,#immigrationmatters [64] long,enough [63] waited,long [63] give,#immigrationreform Top Word Pairs in Tweet in G1:
[75] #daca,recipients [63] long,enough [63] #immigrationreform,#immigrationmatters [62] waited,long [62] give,#immigrationreform [61] recipients,we've [61] we've,waited [61] enough,give [15] potus,#daca [11] immigration,reform Top Word Pairs in Tweet in G2:
[74] retweet,believe [74] believe,#immigrationreform [74] #immigrationreform,#resistanceunited [74] #resistanceunited,#nhpolitics [73] nhcardona603,retweet Top Word Pairs in Tweet in G3:
[13] #immigrationattorney,#immigration [13] #immigration,#immigrationlaw [13] #immigrationlaw,#immigrationreform [12] #immigration,#immigrationreform [7] #immigrationreform,#immigrationlaw [7] #immigrationreform,#immigrationservices [5] #canadasworld,#canadaimmigration [5] #canadaimmigration,#canadalife [5] #canadalife,#canadagram [5] #canadagram,#canadaswonderland Top Word Pairs in Tweet in G4:
[7] pass,#immigrationreform [6] catoinstitute,david_j_bier [5] immigration,system [5] better,#immigrationreform [5] speaksamuel,need [5] need,appointment [5] appointment,submit [5] submit,documents [5] need,interview [4] #immigrationreform,bill Top Word Pairs in Tweet in G5:
[40] fail,fail [27] create,#immigrationreform [26] central,american [26] american,humanitarian [26] humanitarian,crisis [24] democrats,create [20] republicans,help [20] help,democrats [20] #immigrationreform,bill [20] bill,central Top Word Pairs in Tweet in G6:
[19] repzoelofgren,time [19] time,markup [19] markup,#hr2920 [19] #hr2920,american [19] american,families [19] families,united [19] united,act [19] act,marry [19] marry,live [19] live,separate Top Word Pairs in Tweet in G7:
[13] black,americans [11] wtf,parents [11] parents,came [11] came,illegally [11] illegally,further [11] further,exploit [11] exploit,black [11] disgusted,potus [11] potus,#immigrationreform [10] iamrizzyyy,wtf Top Word Pairs in Tweet in G8:
[14] dream,act [10] daca,recipients [9] #immigrationreform,#daca [9] lied,reform [9] reform,many [9] many,years [8] #immigration,#immigrationreform [8] please,please [8] #dreamact2022,need [8] need,dream Top Word Pairs in Tweet in G9:
[4] johncardillo,bobclendenin [4] bobclendenin,gregabbott_tx [4] gregabbott_tx,dare [4] dare,use [4] use,human [4] human,beings [4] beings,political [4] political,stunts [4] stunts,#shameonyou [4] #shameonyou,#abbottfailedtexas Top Replied-To in Entire Graph:
Top Replied-To in G1:
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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: