The graph represents a network of 4,571 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 3/3/2023 5:00:35 PM. The network was obtained from Twitter on Saturday, 04 March 2023 at 22:31 UTC.
The tweets in the network were tweeted over the 3579-day, 1-hour, 21-minute period from Wednesday, 15 May 2013 at 23:39 UTC to Saturday, 04 March 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 : 4571
Unique Edges : 5053
Edges With Duplicates : 12914
Total Edges : 17967
Number of Edge Types : 9
Retweet : 2064
MentionsInRetweet : 3446
Replies to : 966
MentionsInReplyTo : 7658
Tweet : 1715
Mentions : 1314
Quote : 156
MentionsInQuoteReply : 358
MentionsInQuote : 290
Self-Loops : 2060
Reciprocated Vertex Pair Ratio : 0.0132743362831858
Reciprocated Edge Ratio : 0.0262008733624454
Connected Components : 592
Single-Vertex Connected Components : 430
Maximum Vertices in a Connected Component : 3471
Maximum Edges in a Connected Component : 15939
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.089356
Graph Density : 0.000372723673697801
Modularity : 0.387832
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 4,571 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 3/3/2023 5:00:35 PM. The network was obtained from Twitter on Saturday, 04 March 2023 at 22:31 UTC.
The tweets in the network were tweeted over the 3579-day, 1-hour, 21-minute period from Wednesday, 15 May 2013 at 23:39 UTC to Saturday, 04 March 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:
[416] trump,racist [416] racist,#equity [416] #equity,#irs [415] 45lvnancy,trump [204] christian,nationalist [203] preach,hate [202] state,federal [201] paying,state [201] discourse,politics [201] churches,preach Top Word Pairs in Tweet in G1:
[75] taxpayers,california [74] until,oct [72] news,irsnews [72] disasters,until [72] california,counties [72] announced,taxpayers [72] irsnews,announced [72] impacted,recent [72] recent,natural [72] counties,impacted Top Word Pairs in Tweet in G2:
[47] #taxes,#irs [44] #ias,#ips [41] #ips,#irs [31] #irs,#taxes [30] ch,bps [27] #irs,#tax [26] learn,more [23] #irs,#ifs [22] #gs,#ias [22] #upsc,#civilservices Top Word Pairs in Tweet in G3:
[412] trump,racist [412] #equity,#irs [412] racist,#equity [411] 45lvnancy,trump Top Word Pairs in Tweet in G4:
[19] irstaxpros,need [19] irsnews,irs_ci [15] stepping,plate [15] coinbase,stepping [15] plate,assist [15] auditing,#bitcoin [15] looks,coinbase [15] need,help [15] assist,make [15] irs_ci,irstaxpros Top Word Pairs in Tweet in G5:
[202] christian,nationalist [201] preach,hate [199] hate,discourse [199] state,federal [199] churches,preach [199] discourse,politics [198] politics,sunday [198] nationalist,churches [198] sunday,paying [198] paying,state Top Word Pairs in Tweet in G6:
[183] irsnews,brookingsinst [113] brookingsinst,atlanticcouncil [110] atlanticcouncil,imfnews [109] imfnews,dhsgov [108] gabrielattal,irsnews [107] dhsgov,aceurope [106] benjaminhaddad,gabrielattal [73] très,heureux [72] échanges,irsnews [71] heureux,accompagner Top Word Pairs in Tweet in G7:
[11] kattenlaw,uspto [8] motorious_llc,kattenlaw [7] covesaglobal,recaroauto [7] un_rsf,covesaglobal [7] nycedc,nypdtrafficops [7] uspto,sec_news [7] bmwmotorsport,tuvsud [7] dtm,nycedc [7] popsci,un_rsf [7] recaroauto,dtm Top Word Pairs in Tweet in G8:
[62] justiceoig,dojcrimdiv [61] jaredpolis,govofco [61] lenovolegion,federalreserve [61] bouldercolorado,caradelevingne [61] eriecolorado,lenovo [61] irstaxpros,secpompeo [61] lafayettepolice,eriecolorado [61] govofco,simcitybuildit [61] elonmusk,neiltyson [61] federalreserve,fbidenver Top Word Pairs in Tweet in G9:
[24] housegop,waysandmeansgop [24] fdrlst,housegop [23] left,joebiden [23] waysandmeansgop,investigate [23] investigate,irsnews [23] hook,dodgy [23] dodgy,taxes [23] joebiden,hook [23] irsnews,left [22] chrisjacobshc,fdrlst Top Word Pairs in Tweet in G10:
[78] tax,return [71] learn,more [50] irsnews,#irs [42] tax,credit [32] #irs,tax [28] check,#irs [26] income,tax [26] #irs,urges [26] apply,today [26] security,summit Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: