The graph represents a network of 18,865 Twitter users whose recent tweets contained "tax fraud", 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 Saturday, 15 February 2020 at 20:12 UTC.
The tweets in the network were tweeted over the 3-day, 19-hour, 22-minute period from Tuesday, 11 February 2020 at 23:53 UTC to Saturday, 15 February 2020 at 19:15 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 : 18865
Unique Edges : 24724
Edges With Duplicates : 1976
Total Edges : 26700
Number of Edge Types : 5
Retweet : 9717
MentionsInRetweet : 9977
Replies to : 3167
Mentions : 2797
Tweet : 1042
Self-Loops : 1084
Reciprocated Vertex Pair Ratio : 0.00211296221048354
Reciprocated Edge Ratio : 0.00421701402968129
Connected Components : 1368
Single-Vertex Connected Components : 571
Maximum Vertices in a Connected Component : 14668
Maximum Edges in a Connected Component : 22294
Maximum Geodesic Distance (Diameter) : 24
Average Geodesic Distance : 5.574898
Graph Density : 6.93007119241735E-05
Modularity : 0.822412
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 18,865 Twitter users whose recent tweets contained "tax fraud", 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 Saturday, 15 February 2020 at 20:12 UTC.
The tweets in the network were tweeted over the 3-day, 19-hour, 22-minute period from Tuesday, 11 February 2020 at 23:53 UTC to Saturday, 15 February 2020 at 19:15 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 : tax fraud
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:
[8983] tax,fraud [4345] prior,tax [4342] stop,investigations [4339] try,stop [4338] investigations,prior [4334] hostage,try [4314] state,hostage [4256] york,state [4243] holding,york [3040] immigration,tax Top Word Pairs in Tweet in G1:
[2841] immigration,tax [2840] rep,ilhan [2836] somali,muslim [2836] muslim,rep [2836] ilhan,lied [2836] lied,cheated [2836] cheated,played [2836] played,sympathy [2836] sympathy,card [2836] card,citizenship Top Word Pairs in Tweet in G2:
[1799] tax,fraud [1712] prior,tax [1708] stop,investigations [1708] investigations,prior [1707] state,hostage [1707] hostage,try [1707] try,stop [1652] expanding,abuse [1652] abuse,power [1652] power,blackmailing Top Word Pairs in Tweet in G3:
[1659] tax,fraud [1650] state,hostage [1650] hostage,try [1650] try,stop [1650] stop,investigations [1650] investigations,prior [1650] prior,tax [1649] holding,york [1649] york,state [1552] fraud,#quidproquo Top Word Pairs in Tweet in G4:
[1074] immigration,fraud [1060] tax,marriage [1055] ilhan,omar [1055] omar,president [1055] president,attacked [1055] attacked,racial [1055] racial,slurs [1055] slurs,liar [1055] liar,prove [1055] prove,jew Top Word Pairs in Tweet in G5:
[417] tax,fraud [119] york,state [119] state,hostage [119] try,stop [119] stop,investigations [119] prior,tax [118] hostage,try [118] investigations,prior [117] holding,york [106] quid,pro Top Word Pairs in Tweet in G6:
[479] judicial,watch [479] watch,announced [479] announced,hand [479] hand,delivered [479] delivered,ethics [479] ethics,complaint [479] complaint,house [479] house,chairman [479] chairman,oce [479] oce,david Top Word Pairs in Tweet in G7:
[1204] sexual,abuse [671] tax,fraud [602] 12,things [602] things,republicans [602] republicans,supported [602] supported,under [602] under,trump [602] trump,child [602] child,kidnapping [602] kidnapping,murdering Top Word Pairs in Tweet in G8:
[449] tax,fraud [76] commit,tax [41] tax,evasion [40] committed,tax [31] committing,tax [25] commits,tax [24] york,state [24] prior,tax [23] holding,york [23] state,hostage Top Word Pairs in Tweet in G9:
[327] tax,evasion [305] newyorkstateag,wajahatali [305] evasion,fraud [299] wajahatali,looking [299] looking,forward [299] forward,nyc [299] nyc,seizing [299] seizing,trumps [299] trumps,assets [299] assets,family Top Word Pairs in Tweet in G10:
[320] anti,american [311] anti,semite [297] semite,anti [294] tax,fraud [176] campaign,fraud [160] tax,evasion [156] know,constitution [156] constitution,ilhanmn [156] ilhanmn,communist [156] communist,prosper Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
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Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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Top Mentioned in G7:
Top Mentioned in G8:
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:
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Top Tweeters in G9:
Top Tweeters in G10: