The graph represents a network of 5,968 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, 24 December 2022 at 22:31 UTC.
The requested start date was Saturday, 24 December 2022 at 01:01 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 7-day, 3-hour, 15-minute period from Friday, 16 December 2022 at 19:45 UTC to Friday, 23 December 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 : 5968
Unique Edges : 5410
Edges With Duplicates : 11054
Total Edges : 16464
Number of Edge Types : 5
Retweet : 4053
MentionsInRetweet : 5698
Replies to : 1156
Tweet : 1897
Mentions : 3660
Self-Loops : 2043
Reciprocated Vertex Pair Ratio : 0.010572366022603
Reciprocated Edge Ratio : 0.0209235209235209
Connected Components : 814
Single-Vertex Connected Components : 593
Maximum Vertices in a Connected Component : 4387
Maximum Edges in a Connected Component : 13985
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.46017
Graph Density : 0.000233522982300778
Modularity : 0.44587
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 5,968 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, 24 December 2022 at 22:31 UTC.
The requested start date was Saturday, 24 December 2022 at 01:01 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 7-day, 3-hour, 15-minute period from Friday, 16 December 2022 at 19:45 UTC to Friday, 23 December 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:
[526] presidential,tax [522] trump,appointed [521] mandatory,presidential [515] #charlesrettig,trump [511] tax,audit [506] irs,commissioner [504] appointed,irs [503] audit,protect [503] didn,mandatory [503] protect,trump Top Word Pairs in Tweet in G1:
[165] dear,irsnews [161] irsnews,many [157] 250,000 [157] 600,payments [157] 000,000 [156] money,take [156] payments,stolen [156] many,600 [156] stolen,client [156] take,250 Top Word Pairs in Tweet in G2:
[37] tax,returns [28] #irs,#taxes [22] learn,more [19] #taxes,#irs [18] filing,season [17] donald,trump [17] tax,filing [14] #trumptaxes,#irs [12] #tax,#taxes [11] two,years Top Word Pairs in Tweet in G3:
[234] #irs,audit [232] ordered,#irs [232] #trump,taxes [232] audit,#trump [230] taxes,first [227] first,years [210] years,office [150] office,#humptytrumpty [138] #humptytrumpty,needs [95] needs,charged Top Word Pairs in Tweet in G4:
[33] pay,over [27] bypass,fourth [27] usao_sdtx,fbiwfo [27] #irs,usao_sdtx [27] brazil,#irs [27] agencies,incl [27] deahq,cbp [27] resolve,foreign [27] uop,pay [27] foreign,bribery Top Word Pairs in Tweet in G5:
[498] presidential,tax [482] audit,protect [482] appointed,irs [482] didn,mandatory [482] mandatory,presidential [482] tax,audit [482] #charlesrettig,trump [482] commissioner,didn [482] trump,appointed [482] protect,trump Top Word Pairs in Tweet in G6:
[112] learn,more [107] #luna,#terra [102] #celsius,#3ac [102] #terra,#celsius [98] #tether,#luna [95] #bitcoin,#tether [92] irsnews,#irs [88] #3ac,#babel [76] #babel,#voyager [66] #voyager,#vauld Top Word Pairs in Tweet in G7:
[107] donald,trump [102] irs,whether [102] ugly,appears [102] appears,donald [102] claims,ineptness [102] irs,claims [102] whether,irs [102] poisoned,irs [102] staff,ugly [102] insufficient,staff Top Word Pairs in Tweet in G8:
[195] down,here's [195] shoutout,#civilservice [195] here's,shoutout [195] officers,pioneered [195] winds,down [195] pioneered,amazing [195] #civilservice,officers [195] year,winds [195] amazing,initiatives [187] thebetterindia,year Top Word Pairs in Tweet in G9:
[86] scandal,#trumptaxreturns [86] audits,mandatory [86] mandatory,#tfg [86] corrupt,irs [86] #tfg,ordered [86] #trumptaxreturns,audited [86] ordered,corrupt [86] audited,#irs [86] #irs,audits [85] warrenswil,scandal Top Word Pairs in Tweet in G10:
[21] over,600 [20] forget,irs [20] #venmome,#irs [20] great,day [20] requires,report [20] irs,requires [20] everything,over [20] day,#venmome [20] report,everything [20] don,forget Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
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Top Replied-To in G6:
Top Replied-To in G7:
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:
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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:
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Top Tweeters in G4:
Top Tweeters in G5:
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Top Tweeters in G9:
Top Tweeters in G10: