The graph represents a network of 3,944 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, 22 June 2019 at 05:59 UTC.
The requested start date was Saturday, 22 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 49-day, 2-hour, 25-minute period from Friday, 03 May 2019 at 16:36 UTC to Friday, 21 June 2019 at 19:01 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 : 3944
Unique Edges : 6807
Edges With Duplicates : 2207
Total Edges : 9014
Number of Edge Types : 3
Tweet : 1353
Mentions : 7367
Replies to : 294
Self-Loops : 1353
Reciprocated Vertex Pair Ratio : 0.00978792822185971
Reciprocated Edge Ratio : 0.0193861066235864
Connected Components : 565
Single-Vertex Connected Components : 318
Maximum Vertices in a Connected Component : 2099
Maximum Edges in a Connected Component : 5627
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 4.416875
Graph Density : 0.00043784425013851
Modularity : 0.645461
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 [301] depreciation,clarification Top Word Pairs in Tweet in G1:
[745] italian,leader [745] leader,matteosalvinimi [745] matteosalvinimi,want [745] want,realdonaldtrump [745] realdonaldtrump,style [745] style,revolution [745] revolution,#italy [745] #italy,#taxreform [744] saracarterdc,italian [84] justanavywife,hope Top Word Pairs in Tweet in G2:
[55] tax,code [45] tax,reform [43] simplify,tax [43] code,#taxreform [43] #tax,#smallbiz [33] irsnews,#lopeztaxes [32] #taxreform,#tcot [32] #tcot,#tax [32] #smallbiz,#fairtax [32] #fairtax,#progrowth Top Word Pairs in Tweet in G3:
[301] depreciation,clarification [301] clarification,cpapracadvisor [301] cpapracadvisor,cwseapa [301] cwseapa,#taxreform [299] craigwsmalleyea,depreciation Top Word Pairs in Tweet in G4:
[56] fairtaxofficial,#taxreform [43] americans,abroad [35] #expats,#americansabroad [35] tax,fairness [33] end,#fairtax [33] continue,series [33] fairness,americans [30] tax,code [30] june,18 [29] code,tax Top Word Pairs in Tweet in G5:
[42] senfinance,sen [39] 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:
[23] still,selling [17] more,workers [16] thanks,#taxreform [15] portman,still [15] selling,#taxreform [15] #taxreform,one [15] one,buying [14] hiring,more [14] davidpepper,still [14] davidpepper,portman Top Word Pairs in Tweet in G7:
[40] #taxreform,changes [36] more,information [35] information,go [32] learn,more [27] changed,way [26] tax,credit [26] more,#irs [24] fringe,benefits [23] find,out [22] changes,affect Top Word Pairs in Tweet in G8:
[21] paycheck,200 [21] 200,higher [21] higher,thanks [21] thanks,#taxreform [21] black,inmates [21] inmates,getting [21] getting,released [21] released,thanks [20] thanks,#prisonreform [20] #prisonreform,lowest Top Word Pairs in Tweet in G9:
[81] democrats,believe [81] believe,current [81] current,economic [81] economic,boom [81] boom,due [81] due,policies [81] policies,obama [81] obama,put [81] put,place [81] place,before Top Word Pairs in Tweet in G10:
[66] repmarkwalker,#opportunityzones [52] #opportunityzones,ve [52] ve,seen [52] seen,over [52] over,last [52] last,year [52] year,wage [52] wage,increases [52] increases,8 [52] 8,percent 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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