The graph represents a network of 4,790 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, 15 October 2022 at 21:34 UTC.
The requested start date was Saturday, 15 October 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, 0-hour, 23-minute period from Saturday, 01 October 2022 at 22:37 UTC to Friday, 14 October 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 : 4790
Unique Edges : 4455
Edges With Duplicates : 13078
Total Edges : 17533
Number of Edge Types : 5
Mentions : 6671
Retweet : 3075
MentionsInRetweet : 3883
Tweet : 2595
Replies to : 1309
Self-Loops : 2682
Reciprocated Vertex Pair Ratio : 0.0145787421596881
Reciprocated Edge Ratio : 0.0287385129490393
Connected Components : 783
Single-Vertex Connected Components : 538
Maximum Vertices in a Connected Component : 3424
Maximum Edges in a Connected Component : 15228
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.162594
Graph Density : 0.000260905842416359
Modularity : 0.303054
NodeXL Version : 1.0.1.506
Data Import : The graph represents a network of 4,790 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, 15 October 2022 at 21:34 UTC.
The requested start date was Saturday, 15 October 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, 0-hour, 23-minute period from Saturday, 01 October 2022 at 22:37 UTC to Friday, 14 October 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:
[394] irsnews,#irs [381] tax,relief [271] tax,return [207] learn,more [196] severe,storms [193] relief,victims [179] victims,severe [154] 87,000 [142] tax,returns [138] tax,credit Top Word Pairs in Tweet in G1:
[140] tax,relief [117] tax,return [106] irsnews,#irs [73] relief,victims [62] severe,storms [58] victims,severe [49] experiencing,homelessness [48] learn,more [45] filings,payments [43] 15,2023 Top Word Pairs in Tweet in G2:
[28] #taxes,#irs [26] tax,return [26] #irs,#taxes [23] tax,returns [21] learn,more [21] #irs,#audit [20] irs,audit [15] return,prime [15] target,irs [15] next,return Top Word Pairs in Tweet in G3:
[49] secgov,secenfdirector [42] statestreet,vanguard_group [42] blackrock,statestreet [41] cboe,nasdaq [40] fbi,thejusticedept [39] thejusticedept,interpol_hq [39] nyse,garygensler [39] interpol,cboe [39] coe,eucouncil [39] interpol_hq,interpol Top Word Pairs in Tweet in G4:
[268] irsnews,#irs [200] tax,relief [129] severe,storms [117] victims,severe [110] tax,return [103] relief,victims [98] learn,more [85] file,various [78] storms,flooding [77] tax,credit Top Word Pairs in Tweet in G5:
[32] undocumented,workers [32] #irs,security [32] security,summit [31] man,sentenced [25] enrich,himself [25] exploited,undocumented [25] himself,sentencing [25] critical,reminder [25] workers,enrich [25] sentencing,critical Top Word Pairs in Tweet in G6:
[24] irs,agents [20] ready,take [20] game,plan [20] fall,stadium [20] take,more [20] agents,fresh [20] stadium,irs [20] govt,bureaucrats [20] fresh,govt [20] plan,fall Top Word Pairs in Tweet in G7:
[12] ustreasury,irsnews [6] irs_ci,irsnews [6] debt,collection [6] private,debt [6] irsnews,irs_ci [5] irsnews,irs_in [5] #irs,private [5] irstaxpros,irs_ci [5] collection,program [4] irstaxpros,irs_in Top Word Pairs in Tweet in G8:
[119] potus,vp [90] vp,dhsgov [90] wrapped,bitcoin [71] secgov,irsnews [69] gov,officials [69] honorable,gov [59] dhsgov,secgov [53] irsnews,honorable [50] officials,donate [50] election,campaign Top Word Pairs in Tweet in G9:
[6] crypto,12 [6] having,go [6] concealing,doing [6] court,more [6] #democrats,refusing [6] same,congress [6] #judicialwatch,reports [6] rr,understanding [6] refusing,comply [6] automatically,#irs Top Word Pairs in Tweet in G10:
[47] #irs,agents [23] manicures,massages [23] vegas,vacations [23] taxpayer,funds [23] jewelry,gucci [23] stole,taxpayer [23] gucci,bags [23] agents,allegedly [23] allegedly,stole [23] funds,purchased Top Replied-To in Entire Graph:
Top Replied-To in G1:
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: