The graph represents a network of 4,097 Twitter users whose tweets in the requested range contained "#taxreform", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 08 June 2019 at 06:01 UTC.
The requested start date was Saturday, 08 June 2019 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.
The tweets in the network were tweeted over the 43-day, 1-hour, 6-minute period from Thursday, 25 April 2019 at 17:48 UTC to Friday, 07 June 2019 at 18:55 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 : 4097
Unique Edges : 6930
Edges With Duplicates : 2071
Total Edges : 9001
Number of Edge Types : 3
Mentions : 7432
Tweet : 1244
Replies to : 325
Self-Loops : 1244
Reciprocated Vertex Pair Ratio : 0.00961118392311053
Reciprocated Edge Ratio : 0.0190393768931199
Connected Components : 557
Single-Vertex Connected Components : 311
Maximum Vertices in a Connected Component : 2367
Maximum Edges in a Connected Component : 5902
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.35342
Graph Density : 0.000413138138424457
Modularity : 0.661589
NodeXL Version : 1.0.1.412
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[751] italian,leader [751] style,revolution [750] leader,matteosalvinimi [750] matteosalvinimi,want [750] want,realdonaldtrump [750] realdonaldtrump,style [750] revolution,#italy [750] #italy,#taxreform [749] saracarterdc,italian [296] depreciation,clarification Top Word Pairs in Tweet in G1:
[740] italian,leader [740] leader,matteosalvinimi [740] matteosalvinimi,want [740] want,realdonaldtrump [740] realdonaldtrump,style [740] style,revolution [740] revolution,#italy [740] #italy,#taxreform [739] saracarterdc,italian [82] justanavywife,hope Top Word Pairs in Tweet in G2:
[42] tax,reform [34] tax,code [28] simplify,tax [28] code,#taxreform [28] #tax,#smallbiz [27] irsnews,#lopeztaxes [23] #taxreform,#tcot [23] #tcot,#tax [23] #smallbiz,#fairtax [23] #fairtax,#progrowth Top Word Pairs in Tweet in G3:
[42] senfinance,sen [40] op,ed [38] sen,chuckgrassley's [38] chuckgrassley's,op [38] ed,usatoday [33] usatoday,partisan [33] partisan,politics [33] politics,distorts [33] distorts,healthy [33] healthy,debate Top Word Pairs in Tweet in G4:
[296] depreciation,clarification [296] clarification,cpapracadvisor [296] cpapracadvisor,cwseapa [296] cwseapa,#taxreform [294] craigwsmalleyea,depreciation [2] find,out [2] out,leading [2] leading,companies [2] companies,achieving [2] achieving,greater Top Word Pairs in Tweet in G5:
[69] repmarkwalker,#opportunityzones [59] over,last [56] wage,increases [55] #opportunityzones,ve [55] ve,seen [55] seen,over [55] last,year [55] year,wage [55] increases,8 [55] 8,percent Top Word Pairs in Tweet in G6:
[34] #expats,#americansabroad [28] dutch,tax [28] tax,minister [28] minister,raise [28] problems,washington [28] washington,dutchnewsnl [28] dutchnewsnl,#expats [27] report,calls [27] calls,french [27] french,government Top Word Pairs in Tweet in G7:
[161] s,#taxreform [161] #taxreform,brought [161] brought,country [160] 3,2 [160] 2,million [160] million,new [160] new,jobs [160] bigger,paycheck [160] paycheck,90 [160] 90,taxpayers Top Word Pairs in Tweet in G8:
[121] democrats,believe [121] believe,current [121] current,economic [121] economic,boom [121] boom,due [121] due,policies [121] policies,obama [121] obama,put [121] put,place [121] place,before Top Word Pairs in Tweet in G9:
[47] #taxreform,changes [24] changes,affect [23] more,#irs [22] learn,more [21] changed,way [19] check,out [19] out,#irs [19] more,information [19] information,go [18] backup,withholding Top Word Pairs in Tweet in G10:
[71] #nevertrump,#democrat [71] #democrat,#fakenews [71] #fakenews,#misinformation [71] #misinformation,campaign [71] campaign,hurting [71] hurting,convos [71] convos,re [71] re,#taxreform [71] #taxreform,#immigrationreform [70] not2far2right,#nevertrump Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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