The graph represents a network of 4,204 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, 01 June 2019 at 05:59 UTC.
The requested start date was Saturday, 01 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 37-day, 6-hour, 10-minute period from Wednesday, 24 April 2019 at 12:51 UTC to Friday, 31 May 2019 at 19:02 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 : 4204
Unique Edges : 6949
Edges With Duplicates : 1848
Total Edges : 8797
Number of Edge Types : 3
Mentions : 7347
Tweet : 1151
Replies to : 299
Self-Loops : 1151
Reciprocated Vertex Pair Ratio : 0.00874763084997813
Reciprocated Edge Ratio : 0.0173435467553115
Connected Components : 547
Single-Vertex Connected Components : 304
Maximum Vertices in a Connected Component : 2561
Maximum Edges in a Connected Component : 5907
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.35615
Graph Density : 0.000391580659277173
Modularity : 0.676924
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 [452] new,jobs Top Word Pairs in Tweet in G1:
[742] italian,leader [742] leader,matteosalvinimi [742] matteosalvinimi,want [742] want,realdonaldtrump [742] realdonaldtrump,style [742] style,revolution [742] revolution,#italy [742] #italy,#taxreform [741] saracarterdc,italian [82] justanavywife,hope Top Word Pairs in Tweet in G2:
[429] s,#taxreform [429] #taxreform,brought [429] brought,country [428] 3,2 [428] 2,million [428] million,new [428] new,jobs [428] bigger,paycheck [427] paycheck,90 [427] 90,taxpayers Top Word Pairs in Tweet in G3:
[41] tax,reform [31] tax,code [27] simplify,tax [27] code,#taxreform [27] #tax,#smallbiz [22] irsnews,#lopeztaxes [21] #taxreform,#tcot [21] #tcot,#tax [21] #smallbiz,#fairtax [21] #fairtax,#progrowth Top Word Pairs in Tweet in G4:
[275] depreciation,clarification [275] clarification,cpapracadvisor [275] cpapracadvisor,cwseapa [275] cwseapa,#taxreform [273] craigwsmalleyea,depreciation [2] find,out [2] out,leading [2] leading,companies [2] companies,achieving [2] achieving,greater Top Word Pairs in Tweet in G5:
[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 G6:
[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 G7:
[32] #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 G8:
[29] paycheck,200 [29] 200,higher [29] higher,thanks [28] thanks,#taxreform [28] black,inmates [28] inmates,getting [25] #taxreform,many [25] many,black [22] getting,released [20] released,thanks Top Word Pairs in Tweet in G9:
[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 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:
Top Replied-To in G1:
Top Replied-To in G2:
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 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: