The graph represents a network of 3,867 Twitter users whose recent tweets contained "#IRS OR @IRSNews OR @IRSTaxPros", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 2/17/2023 5:00:36 PM. The network was obtained from Twitter on Saturday, 18 February 2023 at 22:31 UTC.
The tweets in the network were tweeted over the 3565-day, 1-hour, 20-minute period from Wednesday, 15 May 2013 at 23:39 UTC to Saturday, 18 February 2023 at 01:00 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
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 : 3867
Unique Edges : 3462
Edges With Duplicates : 16426
Total Edges : 19888
Number of Edge Types : 9
Retweet : 1620
MentionsInRetweet : 2615
Tweet : 1704
Replies to : 1207
MentionsInReplyTo : 10578
MentionsInQuote : 500
Quote : 199
Mentions : 1352
MentionsInQuoteReply : 113
Self-Loops : 2197
Reciprocated Vertex Pair Ratio : 0.0191669738297088
Reciprocated Edge Ratio : 0.0376130198915009
Connected Components : 598
Single-Vertex Connected Components : 437
Maximum Vertices in a Connected Component : 2688
Maximum Edges in a Connected Component : 17071
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.763215
Graph Density : 0.000369904069760831
Modularity : 0.250633
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 3,867 Twitter users whose recent tweets contained "#IRS OR @IRSNews OR @IRSTaxPros", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 2/17/2023 5:00:36 PM. The network was obtained from Twitter on Saturday, 18 February 2023 at 22:31 UTC.
The tweets in the network were tweeted over the 3565-day, 1-hour, 20-minute period from Wednesday, 15 May 2013 at 23:39 UTC to Saturday, 18 February 2023 at 01:00 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
Graph Term : #IRS OR @IRSNews OR @IRSTaxPros
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:
[271] learn,more [248] #cryptotaxes,#irs [247] #irs,thecoinmags [164] make,sure [163] tax,return [151] income,tax [148] tax,credit [120] crypto,investments [119] irsnews,#irs [113] caradelevingne,dior Top Word Pairs in Tweet in G1:
[102] owner,amy [102] nj,restaurant [102] tips,seems [102] proposal,targeting [102] amy,russo [102] giant,waste [102] servers',tips [102] seems,giant [102] targeting,servers' [102] restaurant,owner Top Word Pairs in Tweet in G2:
[88] learn,more [75] irsnews,#irs [67] tax,return [60] tax,credit [53] irstaxpros,need [52] income,tax [51] help,auditing [51] users,looks [51] stepping,plate [51] #bitcoin,users Top Word Pairs in Tweet in G3:
[100] afraid,#irs [96] people,wyoming [95] wyoming,afraid [61] senjohnbarrasso,potus [53] potus,people [50] gop,done [50] absolute,best [50] #irs,gop [50] done,absolute [49] sarboat1,senjohnbarrasso Top Word Pairs in Tweet in G4:
[44] #ias,#ips [41] #irs,#taxes [33] #taxes,#irs [33] learn,more [28] ch,bps [27] #ifs,#irs [26] #bureaucracy,#corporate [26] #ministry,#pmo [26] #pmo,#judiciary [26] #corporate,#politics Top Word Pairs in Tweet in G5:
[8] sethrollingston,historyinmemes [8] historyinmemes,iggyazalea [8] iggyazalea,sethrovizionz3 [7] irsnews,elonmusk [7] sethrovizionz3,irs [6] potus,andybeshearky [6] irs,irsnews [5] didd_tn,potus [5] youtube,#irs [5] katyperry,isethrobodean Top Word Pairs in Tweet in G6:
[19] #tax,#irs [11] #irs,#taxes [10] philip,miller [10] report,stories [10] taxnotes,#irs [10] #irs,#tax [10] miller,daily [10] daily,report [9] daily,thanks [8] read,more Top Word Pairs in Tweet in G7:
[8] run,tax [7] tax,prep [7] #irs,commissioner [7] prep,system [6] audio,included [6] 2023,federalnewsnet [6] #irsnews,#socialsecurity [6] irsnews,#irsnews [6] podcast,audio [6] newscast,podcast Top Word Pairs in Tweet in G8:
[35] irs_ci,#irs [19] #tiktok,#youtube [16] european,judges [16] tax,evasion [16] gt,alarm [16] stolen,fraud [16] usa,irsnews [16] less,educational [16] cry,european [16] year,public Top Word Pairs in Tweet in G9:
[247] #irs,thecoinmags [247] #cryptotaxes,#irs [136] make,sure [120] crypto,investments [105] moodyowlnft,crypto [104] requirements,crypto [97] learn,more [97] reporting,requirements [86] crypto,taxes [80] filing,reporting Top Word Pairs in Tweet in G10:
[103] #irs,#taxform [103] subversive,short [103] taxes,spent [103] short,story [103] #taxform,taxes [103] story,99 [81] smart_reads,#irs [77] spent,subversive [26] spent,'s [26] 's,subversive 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 G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
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 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:
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: