The graph represents a network of 3,825 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, 16 March 2019 at 05:28 UTC.
The requested start date was Saturday, 16 March 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 25-day, 7-hour, 44-minute period from Monday, 18 February 2019 at 15:52 UTC to Friday, 15 March 2019 at 23:36 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 : 3825
Unique Edges : 4263
Edges With Duplicates : 2411
Total Edges : 6674
Number of Edge Types : 3
Mentions : 4705
Tweet : 1668
Replies to : 301
Self-Loops : 1668
Reciprocated Vertex Pair Ratio : 0.0145102781136638
Reciprocated Edge Ratio : 0.0286054827175209
Connected Components : 672
Single-Vertex Connected Components : 437
Maximum Vertices in a Connected Component : 2479
Maximum Edges in a Connected Component : 4709
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 5.638325
Graph Density : 0.000286802308091996
Modularity : 0.621236
NodeXL Version : 1.0.1.409
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[628] tax,refunds [559] smaller,year [559] refunds,increased [558] newsrooms,rushed [558] rushed,report [558] report,tax [558] refunds,smaller [558] year,go [558] go,silent [558] silent,irs Top Word Pairs in Tweet in G1:
[545] tax,refunds [543] newsrooms,rushed [543] rushed,report [543] report,tax [543] refunds,smaller [543] smaller,year [543] year,go [543] go,silent [543] silent,irs [543] irs,data Top Word Pairs in Tweet in G2:
[61] tax,reform [21] tax,code [20] tax,cuts [20] international,tax [19] better,america [16] tax,refund [16] cuts,jobs [16] jobs,act [16] check,out [16] simplify,tax Top Word Pairs in Tweet in G3:
[172] look,weakness [172] weakness,republican [172] republican,party [172] party,feckless [172] feckless,rinos [172] rinos,truly [172] truly,miracle [172] miracle,heaven [171] mitchellvii,look [171] heaven,tha Top Word Pairs in Tweet in G4:
[27] montypython,now [27] now,onto [27] onto,another [27] another,realdonaldtrump [27] realdonaldtrump,stupidly [27] stupidly,law [27] law,use [27] use,word [27] word,loosely [26] taxreform,many Top Word Pairs in Tweet in G5:
[67] know,gop [67] gop,taxreform [67] taxreform,included [67] included,new [67] new,paidfamilyleave [67] paidfamilyleave,tax [67] tax,incentive [66] incentive,companies [66] companies,earn [66] earn,up Top Word Pairs in Tweet in G6:
[145] incentive,provided [125] investors,started [125] started,take [125] take,advantage [125] advantage,new [125] new,opportunityzones [125] opportunityzones,incentive [125] provided,president [125] president,trump [125] trump,s Top Word Pairs in Tweet in G7:
[50] learn,more [50] head,household [47] due,diligence [47] diligence,requirement [47] tax,credit [47] interest,paid [45] home,equity [43] s,new [42] deduct,interest [41] more,irs Top Word Pairs in Tweet in G8:
[83] fairtaxofficial,taxreform [66] true,taxreform [58] simple,visible [58] visible,efficient [51] fairtax,true [46] taxreform,simple [41] misleading,public [33] realdonaldtrump,mike_pence [32] now,106 [32] 106,years Top Word Pairs in Tweet in G9:
[18] great,stopping [18] stopping,scotts [18] scotts,miraclegro [18] miraclegro,hear [18] hear,expanding [18] expanding,using [18] using,savings [18] savings,taxreform [17] senrobportman,great [17] taxreform,invest Top Word Pairs in Tweet in G10:
[4] income,tax [4] inaccurate,taxreform [4] icymi,confused [4] confused,aoc's [4] aoc's,ewarren's [4] ewarren's,taxreform [4] taxreform,proposals [4] proposals,answers [4] answers,questions [4] questions,ucberkeley Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G7:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: