The graph represents a network of 15,634 Twitter users whose recent tweets contained "impeach", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Wednesday, 18 December 2019 at 14:40 UTC.
The tweets in the network were tweeted over the 41-minute period from Wednesday, 18 December 2019 at 13:27 UTC to Wednesday, 18 December 2019 at 14:09 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 : 15634
Unique Edges : 20003
Edges With Duplicates : 2710
Total Edges : 22713
Number of Edge Types : 5
MentionsInRetweet : 4336
Replies to : 2590
Retweet : 11459
Mentions : 2500
Tweet : 1828
Self-Loops : 1879
Reciprocated Vertex Pair Ratio : 0.00117991073718771
Reciprocated Edge Ratio : 0.00235704037712646
Connected Components : 1478
Single-Vertex Connected Components : 906
Maximum Vertices in a Connected Component : 13005
Maximum Edges in a Connected Component : 20061
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 4.102453
Graph Density : 7.98506349602528E-05
Modularity : 0.662127
NodeXL Version : 1.0.1.422
Data Import : The graph represents a network of 15,634 Twitter users whose recent tweets contained "impeach", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Wednesday, 18 December 2019 at 14:40 UTC.
The tweets in the network were tweeted over the 41-minute period from Wednesday, 18 December 2019 at 13:27 UTC to Wednesday, 18 December 2019 at 14:09 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 : impeach
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:
[4677] impeach,president [3312] white,house [3204] wanted,impeach [3159] here,s [3158] s,sad [3153] day,elected [3150] sad,here [3150] easy,breath [3150] breath,wanted [3149] house,never Top Word Pairs in Tweet in G1:
[2535] white,house [2528] wanted,impeach [2527] here,s [2526] s,sad [2524] sad,here [2524] house,never [2524] never,easy [2524] easy,breath [2524] breath,wanted [2521] day,elected Top Word Pairs in Tweet in G2:
[373] impeach,president [286] vote,impeach [240] don,t [235] house,democrats [166] votes,impeach [154] president,trump [150] white,house [142] impeach,don [139] house,votes [136] t,care Top Word Pairs in Tweet in G3:
[649] president,united [649] united,states [635] nancy,pelosi [635] day,before [633] trump's,letter [633] before,impeach [632] pelosi,read [632] read,trump's [632] letter,impeachment [632] impeachment,'essence Top Word Pairs in Tweet in G4:
[182] impeach,trump [132] impeach,president [87] vote,impeach [55] president,trump [47] impeach,remove [36] don,t [33] donald,trump [25] house,representatives [24] impeach,motherfucker [22] want,impeach Top Word Pairs in Tweet in G5:
[852] impeach,president [709] votes,impeach [705] black,member [705] member,congress [705] congress,votes [705] president,knowing [705] knowing,being [705] being,railroaded [705] railroaded,better [705] better,ones Top Word Pairs in Tweet in G6:
[136] contact,info [136] info,go [119] impeach,president [70] above,law [68] one,even [68] even,president [68] president,above [68] law,tell [68] president,email [68] email,congressperson Top Word Pairs in Tweet in G7:
[150] impeach,remove [92] #impeachandremove,#impeachmenteve [85] president,trump [83] trump,impeached [82] obstructed,justice [82] violated,oath [82] oath,preserve [82] preserve,protect [82] protect,defend [82] defend,constitution Top Word Pairs in Tweet in G8:
[177] vote,impeach [142] donald,trump [123] impeach,donald [121] house,vote [119] today,house [118] trump,whatever [118] whatever,happens [118] happens,here [118] here,spoiler [118] spoiler,shall Top Word Pairs in Tweet in G9:
[398] impeach,president [198] vote,impeach [151] today,house [151] house,vote [148] president,third [148] third,time [148] time,u [148] u,s [148] s,history [148] history,doing Top Word Pairs in Tweet in G10:
[192] impeach,president [102] vote,impeach [79] president,united [79] united,states [73] don,t [72] votes,impeach [60] never,leftists [60] leftists,vowed [60] vowed,impeach [60] president,day 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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