The graph represents a network of 3,686 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 2/10/2023 5:00:35 PM. The network was obtained from Twitter on Saturday, 11 February 2023 at 22:29 UTC.
The tweets in the network were tweeted over the 3223-day, 6-hour, 1-minute period from Tuesday, 15 April 2014 at 18:59 UTC to Saturday, 11 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 : 3686
Unique Edges : 3317
Edges With Duplicates : 14629
Total Edges : 17946
Number of Edge Types : 9
Retweet : 1268
MentionsInRetweet : 2013
Tweet : 1561
Mentions : 1165
Replies to : 1945
MentionsInReplyTo : 8931
Quote : 208
MentionsInQuoteReply : 555
MentionsInQuote : 300
Self-Loops : 1986
Reciprocated Vertex Pair Ratio : 0.0119094878920206
Reciprocated Edge Ratio : 0.0235386426049431
Connected Components : 647
Single-Vertex Connected Components : 459
Maximum Vertices in a Connected Component : 2329
Maximum Edges in a Connected Component : 11825
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 3.985259
Graph Density : 0.000375324580667913
Modularity : 0.271052
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 3,686 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 2/10/2023 5:00:35 PM. The network was obtained from Twitter on Saturday, 11 February 2023 at 22:29 UTC.
The tweets in the network were tweeted over the 3223-day, 6-hour, 1-minute period from Tuesday, 15 April 2014 at 18:59 UTC to Saturday, 11 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:
[1040] #cryptotaxes,#irs [1040] #irs,thecoinmags [604] make,sure [548] crypto,investments [519] learn,more [434] requirements,crypto [427] crypto,taxes [410] reporting,requirements [327] filing,reporting [326] sure,understand Top Word Pairs in Tweet in G1:
[107] coindesk,irsnews [89] tax,credit [87] tax,return [81] irsnews,nikhileshde [77] irsnews,#irs [75] income,tax [57] earned,income [57] learn,more [54] tax,refund [54] social,media Top Word Pairs in Tweet in G2:
[28] #taxes,#irs [27] #irs,#taxes [25] learn,more [21] tax,return [20] crack,down [19] #ias,#ips [18] filing,season [17] tax,returns [16] #irs,#tax [16] ch,bps Top Word Pairs in Tweet in G3:
[11] night's,state [11] stepping,plate [11] coinbase,stepping [11] plate,assist [11] joebiden,promised [11] auditing,#bitcoin [11] looks,coinbase [11] need,help [11] irstaxpros,need [11] assist,make Top Word Pairs in Tweet in G4:
[24] #irs,#abolishtheirs [24] servers,making [23] #anarchopoll,#irs [23] abolished,#anarchomemes [23] irs,abolished [23] #anarchomemes,#anarchopoll [14] 400k,year [13] middle,class [13] speakermccarthy,irs [13] over,400k Top Word Pairs in Tweet in G5:
[15] european,judges [15] tax,evasion [15] gt,alarm [15] less,educational [15] cry,european [15] year,public [15] alarm,cry [15] dirty,money [15] domestic,violence [15] ecological,projects Top Word Pairs in Tweet in G6:
[16] multimillion,dollar [14] years,prison [13] fraud,#irs [11] comes,knocking [11] directing,offices [11] finra,otcmarkets [11] man,comes [11] ass,ll [11] #irs,ci [11] knocking,bet Top Word Pairs in Tweet in G7:
[1040] #irs,thecoinmags [1040] #cryptotaxes,#irs [568] make,sure [547] crypto,investments [433] requirements,crypto [420] crypto,taxes [414] learn,more [396] reporting,requirements [327] filing,reporting [325] sure,understand Top Word Pairs in Tweet in G8:
[56] sales,tax [34] federal,income [34] income,tax [33] replace,federal [33] tax,goods [32] retail,sales [32] tax,23 [31] goods,services [30] #fairtax,act [29] support,#fairtax Top Word Pairs in Tweet in G9:
[53] tonysagardia,carmelorios [53] trschatz51,tonysagardia [51] raquelskidmore5,srcsandra [44] injusticiapr,rodolfoblasterr [42] rodolfoblasterr,trschatz51 [39] srcsandra,pryadi1 [39] pryadi1,injusticiapr [34] joseaponte51,quiquitomelende [34] carmelorios,joseaponte51 [33] migda7666,prsecgov Top Word Pairs in Tweet in G10:
[4] irstaxpros,elonmusk [4] elonmusk,cnbcfastmoney [4] cnbcfastmoney,ustreasury [4] doesbir,acschnitzer [4] covesaglobal,recaroauto [4] goldmansachs,nedsegal [4] ecbforum,ecb [4] un_rsf,covesaglobal [4] nycedc,nypdtrafficops [4] solyndraco,doesbir 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 G8:
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 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: