The graph represents a network of 4,975 Twitter users whose recent tweets contained "impeachment", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 5,000 tweets. The network was obtained from Twitter on Tuesday, 29 October 2019 at 18:00 UTC.
The tweets in the network were tweeted over the 7-minute period from Tuesday, 29 October 2019 at 17:51 UTC to Tuesday, 29 October 2019 at 17:59 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 : 4975
Unique Edges : 7614
Edges With Duplicates : 1196
Total Edges : 8810
Number of Edge Types : 4
Retweet : 4394
Tweet : 891
Mentions : 3082
Replies to : 443
Self-Loops : 903
Reciprocated Vertex Pair Ratio : 0.00203141928494041
Reciprocated Edge Ratio : 0.00405460197323963
Connected Components : 512
Single-Vertex Connected Components : 217
Maximum Vertices in a Connected Component : 3947
Maximum Edges in a Connected Component : 7738
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.362442
Graph Density : 0.000299002046824391
Modularity : 0.703488
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 4,975 Twitter users whose recent tweets contained "impeachment", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 5,000 tweets. The network was obtained from Twitter on Tuesday, 29 October 2019 at 18:00 UTC.
The tweets in the network were tweeted over the 7-minute period from Tuesday, 29 October 2019 at 17:51 UTC to Tuesday, 29 October 2019 at 17:59 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 : TwitterSearch
Graph Term : impeachment
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 : Followers
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1205] impeachment,inquiry [320] alexander,vindman [317] lt,col [302] extremely,extremely [292] white,house [245] col,alexander [243] house,democrats [238] vote,impeachment [231] impeachment,process [223] extremely,disturbing Top Word Pairs in Tweet in G1:
[261] impeachment,inquiry [159] house,democrats [116] impeachment,sham [100] biased,impeachment [87] now,re [81] dems,expect [81] expect,republicans [81] republicans,2 [81] 2,places [81] places,once Top Word Pairs in Tweet in G2:
[195] impeachment,inquiry [121] impeachment,hoax [112] pelosi,announces [105] realdonaldtrump,announces [105] announces,death [105] death,worlds [105] worlds,evil [105] evil,terrorist [105] terrorist,within [105] within,24 Top Word Pairs in Tweet in G3:
[93] white,house [92] impeachment,inquiry [74] alexander,vindman [74] national,security [58] security,council [54] lt,col [53] col,alexander [49] extremely,disturbing [47] update,top [47] top,democrats Top Word Pairs in Tweet in G4:
[37] impeachment,inquiry [16] impeachment,vote [15] white,house [11] house,impeachment [10] trump,impeachment [10] alexander,vindman [9] vote,impeachment [9] inquiry,vote [9] ukraine,call [8] impeachment,witness Top Word Pairs in Tweet in G5:
[238] extremely,extremely [123] lt,col [123] col,alexander [123] extremely,disturbing [119] acting,house [119] house,oversight [119] oversight,chairwoman [119] chairwoman,carolyn [119] carolyn,maloney [119] maloney,told Top Word Pairs in Tweet in G6:
[71] impeachment,inquiry [36] national,security [30] trump,s [27] new,first [27] first,time [27] time,ukraine [27] ukraine,scandal [27] scandal,blew [27] blew,up [27] up,house Top Word Pairs in Tweet in G7:
[61] impeachment,inquiry [58] vote,impeachment [39] nancy,pelosi [35] pelosi,s [33] alex,vindman [33] vindman,showed [33] showed,up [33] up,testify [33] testify,full [33] full,military Top Word Pairs in Tweet in G8:
[37] impeachment,hearings [35] unilaterally,declared [35] declared,impeachment [34] denied,opportunity [34] opportunity,attend [34] sham,process [34] impeachment,inquiry [32] today,once [32] once,again [32] again,denied Top Word Pairs in Tweet in G9:
[47] army,vet [47] alexander,vindman [46] republicans,outsourced [46] outsourced,ukraine [46] ukraine,policy [46] policy,private [46] private,lawyer [46] lawyer,being [46] being,paid [46] paid,russian Top Word Pairs in Tweet in G10:
[38] army,vet [37] senators,okay [37] okay,asking [37] asking,friend [37] friend,republicans [37] republicans,smear [37] smear,army [37] vet,testifying [37] testifying,against [37] against,trump 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: