The graph represents a network of 4,294 Twitter users whose tweets in the requested range contained "#IRS OR @IRSNews OR @IRSTaxPros", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 30 July 2022 at 21:31 UTC.
The requested start date was Saturday, 30 July 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 13-day, 6-hour, 17-minute period from Saturday, 16 July 2022 at 16:43 UTC to Friday, 29 July 2022 at 23:00 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 : 4294
Unique Edges : 5173
Edges With Duplicates : 22755
Total Edges : 27928
Number of Edge Types : 5
MentionsInRetweet : 5670
Mentions : 15247
Retweet : 3120
Tweet : 2584
Replies to : 1307
Self-Loops : 2716
Reciprocated Vertex Pair Ratio : 0.0187093275488069
Reciprocated Edge Ratio : 0.0367314346553101
Connected Components : 597
Single-Vertex Connected Components : 432
Maximum Vertices in a Connected Component : 3091
Maximum Edges in a Connected Component : 25591
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.745801
Graph Density : 0.000407613221163209
Modularity : 0.240143
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 4,294 Twitter users whose tweets in the requested range contained "#IRS OR @IRSNews OR @IRSTaxPros", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 30 July 2022 at 21:31 UTC.
The requested start date was Saturday, 30 July 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 13-day, 6-hour, 17-minute period from Saturday, 16 July 2022 at 16:43 UTC to Friday, 29 July 2022 at 23:00 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 : GraphServerTwitterSearch
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:
[440] tax,return [374] normandoh,cucusahernandez [374] cucusahernandez,desdeelparaiso2 [356] srcsandra,normandoh [347] desdeelparaiso2,rbrt2k1 [326] learn,more [322] irsnews,#irs [322] rbrt2k1,javier100160 [322] sechacienda,srcsandra [251] javier100160,mariluguzmansj Top Word Pairs in Tweet in G1:
[163] tax,return [84] irsnews,#irs [62] learn,more [52] severe,storms [49] haven,filed [49] filed,2021 [45] ip,pin [44] #irs,tax [44] 2021,tax [43] tax,relief Top Word Pairs in Tweet in G2:
[232] irsnews,#irs [223] learn,more [219] tax,return [152] security,summit [133] ip,pin [131] #irs,security [101] severe,storms [95] irssmallbiz,#irs [87] victims,severe [85] #irs,tax Top Word Pairs in Tweet in G3:
[33] potus,joebiden [22] joebiden,drbiden [22] drbiden,repadamschiff [22] repadamschiff,repmaxinewaters [22] repmaxinewaters,repjayapal [22] repjayapal,repaoc [22] repaoc,sensanders [22] sensanders,senatorleahy [22] senatorleahy,tedlieu [15] senschumer,speakerpelosi Top Word Pairs in Tweet in G4:
[34] #irs,#taxes [29] learn,more [27] #taxes,#irs [24] tax,return [23] #irs,#tax [20] won,believe [20] believe,taxpayers [20] taxpayers,tried [20] tried,away [20] away,#irs Top Word Pairs in Tweet in G5:
[374] normandoh,cucusahernandez [374] cucusahernandez,desdeelparaiso2 [356] srcsandra,normandoh [347] desdeelparaiso2,rbrt2k1 [322] sechacienda,srcsandra [322] rbrt2k1,javier100160 [251] javier100160,mariluguzmansj [239] irsenespanol,irsnews [230] mariluguzmansj,primerahora [230] primerahora,migda7 Top Word Pairs in Tweet in G6:
[109] seem,big [109] big,deal [109] deal,bill [109] bill,facilitates [109] facilitates,usage [109] usage,#crypto [109] #crypto,small [109] small,retail [109] retail,payments [109] payments,subscription Top Word Pairs in Tweet in G7:
[79] #irs,survivors [78] isn,solely [78] solely,#irs [78] survivors,vatican [78] vatican,pontifex [78] pontifex,apologize [78] apologize,indigenous [78] indigenous,ppls [78] ppls,due [77] ellengabriel1,isn Top Word Pairs in Tweet in G8:
[4] irsnews,fleetweeknyc [3] fedinsider's,latest [3] latest,#podcast [3] #podcast,usocc [3] usocc,maximus_news [3] maximus_news,generaldynamics [3] generaldynamics,discuss [3] discuss,unique [3] unique,requirements [3] requirements,federal Top Word Pairs in Tweet in G9:
[24] teddybreath,gdsteam [24] gdsteam,iproov [24] iproov,stevebarclay [24] stevebarclay,naoorguk [24] naoorguk,hmrcgovuk [24] hmrcgovuk,ukhomeoffice [24] ukhomeoffice,dcms [24] dcms,myddelton [24] myddelton,cantlin [24] cantlin,sarahrecruiter Top Word Pairs in Tweet in G10:
[22] taxnotes,#irs [17] #irs,investigate [17] investigate,several [17] churches,electioneering [17] electioneering,behalf [17] behalf,senate [17] senate,candidate [17] candidate,watchdog [17] watchdog,group [15] several,#ohio 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 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: