The graph represents a network of 4,008 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, 15 June 2019 at 05:59 UTC.
The requested start date was Saturday, 15 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 45-day, 4-hour, 31-minute period from Tuesday, 30 April 2019 at 14:36 UTC to Friday, 14 June 2019 at 19:07 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 : 4008
Unique Edges : 6855
Edges With Duplicates : 2135
Total Edges : 8990
Number of Edge Types : 3
Mentions : 7393
Tweet : 1294
Replies to : 303
Self-Loops : 1294
Reciprocated Vertex Pair Ratio : 0.00984425506905671
Reciprocated Edge Ratio : 0.0194965808235123
Connected Components : 547
Single-Vertex Connected Components : 307
Maximum Vertices in a Connected Component : 2218
Maximum Edges in a Connected Component : 5760
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 4.328443
Graph Density : 0.000427956166528934
Modularity : 0.661938
NodeXL Version : 1.0.1.413
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 [303] depreciation,clarification Top Word Pairs in Tweet in G1:
[741] italian,leader [741] leader,matteosalvinimi [741] matteosalvinimi,want [741] want,realdonaldtrump [741] realdonaldtrump,style [741] style,revolution [741] revolution,#italy [741] #italy,#taxreform [740] saracarterdc,italian [84] justanavywife,hope Top Word Pairs in Tweet in G2:
[42] tax,reform [39] tax,code [33] simplify,tax [33] code,#taxreform [33] #tax,#smallbiz [31] irsnews,#lopeztaxes [27] landing,page [26] #tax,#taxes [25] page,design [24] #taxes,#taxrefund Top Word Pairs in Tweet in G3:
[303] depreciation,clarification [303] clarification,cpapracadvisor [303] cpapracadvisor,cwseapa [303] cwseapa,#taxreform [301] craigwsmalleyea,depreciation [2] find,out [2] out,leading [2] leading,companies [2] companies,achieving [2] achieving,greater Top Word Pairs in Tweet in G4:
[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 G5:
[35] americans,abroad [33] #expats,#americansabroad [28] dutch,tax [28] tax,minister [28] minister,raise [28] problems,washington [28] washington,dutchnewsnl [28] dutchnewsnl,#expats [28] tax,code [28] code,tax Top Word Pairs in Tweet in G6:
[23] still,selling [17] more,workers [16] #opportunityzones,encourage [16] thanks,#taxreform [15] portman,still [15] selling,#taxreform [15] #taxreform,one [15] one,buying [14] hiring,more [14] davidpepper,still Top Word Pairs in Tweet in G7:
[122] democrats,believe [122] believe,current [122] current,economic [122] economic,boom [122] boom,due [122] due,policies [122] policies,obama [122] obama,put [122] put,place [122] place,before Top Word Pairs in Tweet in G8:
[36] income,tax [36] fairtaxofficial,#taxreform [34] realdonaldtrump,mike_pence [33] end,#fairtax [24] poverty,level [23] refunds,tax [23] up,poverty [22] #taxreform,refunds [22] tax,spending [22] spending,up Top Word Pairs in Tweet in G9:
[66] repmarkwalker,#opportunityzones [53] wage,increases [52] #opportunityzones,ve [52] ve,seen [52] seen,over [52] over,last [52] last,year [52] year,wage [52] increases,8 [52] 8,percent Top Word Pairs in Tweet in G10:
[49] #taxreform,changes [30] more,information [29] learn,more [29] information,go [27] changes,affect [27] changed,way [26] more,#irs [24] fringe,benefits [22] check,out [22] out,#irs 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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