The graph represents a network of 20,209 Twitter users whose recent tweets contained "Voted YES", 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, 15 September 2021 at 04:06 UTC.
The tweets in the network were tweeted over the 4-day, 12-hour, 3-minute period from Friday, 10 September 2021 at 15:21 UTC to Wednesday, 15 September 2021 at 03:25 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 : 20209
Unique Edges : 24173
Edges With Duplicates : 2815
Total Edges : 26988
Number of Edge Types : 5
Replies to : 5678
Retweet : 11135
Tweet : 2138
MentionsInRetweet : 2837
Mentions : 5200
Self-Loops : 2193
Reciprocated Vertex Pair Ratio : 0.00794400549639299
Reciprocated Edge Ratio : 0.0157627912921229
Connected Components : 3154
Single-Vertex Connected Components : 1093
Maximum Vertices in a Connected Component : 11923
Maximum Edges in a Connected Component : 18580
Maximum Geodesic Distance (Diameter) : 26
Average Geodesic Distance : 6.145942
Graph Density : 5.74778403372799E-05
Modularity : 0.815208
NodeXL Version : 1.0.1.446
Data Import : The graph represents a network of 20,209 Twitter users whose recent tweets contained "Voted YES", 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, 15 September 2021 at 04:06 UTC.
The tweets in the network were tweeted over the 4-day, 12-hour, 3-minute period from Friday, 10 September 2021 at 15:21 UTC to Wednesday, 15 September 2021 at 03:25 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 : Voted YES
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 : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[11170] voted,yes [3725] yes,recall [2703] larry,elder [2385] vote,yes [1355] yes,vote [1281] mask,mandates [1274] voice,heard [1268] going,polls [1267] voted,mail [1263] won,over Top Word Pairs in Tweet in G1:
[2033] voted,yes [568] yes,recall [241] gavinnewsom,voted [228] yes,#recallnewsom [163] obvi,voted [138] vote,yes [124] gavin,newsom [121] already,voted [119] recall,gavin [119] larry,elder Top Word Pairs in Tweet in G2:
[1416] larry,elder [1361] voted,yes [1179] spent,last [1179] last,hours [1179] hours,doing [1179] doing,last [1179] last,minute [1179] minute,phonebanking [1179] phonebanking,convinced [1179] convinced,older Top Word Pairs in Tweet in G3:
[1198] yes,recall [1188] vote,yes [1058] ballot,voted [1058] voted,mail [1057] recall,pick [1057] pick,good [1057] good,replacement [1057] replacement,several [1057] several,ballot [1057] mail,two Top Word Pairs in Tweet in G4:
[1118] voted,yes [386] entered,following [386] following,statement [386] statement,record [227] taken,house [227] house,away [227] away,desk [227] desk,voted [165] yes,recall [90] yes,voted Top Word Pairs in Tweet in G5:
[879] voted,yes [706] yes,#recallgavinnewsom [696] #recallgavinnewsom,month [696] month,ago [696] ago,hometown [696] hometown,fresno [696] fresno,week [696] week,old [696] old,roommate [696] roommate,newport Top Word Pairs in Tweet in G6:
[268] majority,scots [264] snp,members [264] members,voted [264] voted,remove [264] remove,nuclear [264] nuclear,weapons [264] weapons,scotland [264] scotland,within [264] within,years [264] years,independence Top Word Pairs in Tweet in G7:
[723] voted,yes [398] larry,elder [171] yes,kindly [171] kindly,leave [170] ida_skibenes,happen [170] happen,tomorrow [170] tomorrow,gavin [170] gavin,newsome [170] newsome,win [170] win,landslide Top Word Pairs in Tweet in G8:
[539] yes,recall [538] voted,yes [519] hey,california [519] california,voted [519] recall,vote [519] vote,larry [519] larry,elder [519] elder,pro [519] pro,life [20] vote,yes Top Word Pairs in Tweet in G9:
[414] voted,yes [391] yes,recall [332] recall,gavin [332] gavin,newsom [329] family,californa [329] californa,voted [70] voted,biden [70] biden,shame [70] shame,yes [70] yes,judging Top Word Pairs in Tweet in G10:
[364] voted,yes [338] yes,recall [180] recall,gavin [140] already,voted [139] polling,place [123] vote,polling [115] haven't,already [115] gavin,still [115] still,time [115] time,go Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: