The graph represents a network of 3,534 Twitter users whose tweets in the requested range contained "twilio", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 15 January 2019 at 01:25 UTC.
The requested start date was Tuesday, 15 January 2019 at 01:01 UTC and the maximum number of tweets (going backward in time) was 5,000.
The tweets in the network were tweeted over the 26-day, 14-hour, 34-minute period from Tuesday, 18 December 2018 at 17:19 UTC to Monday, 14 January 2019 at 07:54 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 : 3534
Unique Edges : 6558
Edges With Duplicates : 4782
Total Edges : 11340
Number of Edge Types : 3
Mentions : 8961
Tweet : 1344
Replies to : 1035
Self-Loops : 1344
Reciprocated Vertex Pair Ratio : 0.0494814814814815
Reciprocated Edge Ratio : 0.0942970073404856
Connected Components : 625
Single-Vertex Connected Components : 463
Maximum Vertices in a Connected Component : 2601
Maximum Edges in a Connected Component : 10030
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 2.882743
Graph Density : 0.000567372614676305
Modularity : 0.448557
NodeXL Version : 1.0.1.407
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[374] ã,ã [326] github,twilio [265] digitalocean,github [230] digitalocean,twilio [204] dotnet,mergeconflictfm [204] mergeconflictfm,twilio [184] twilio,swag [181] sweet,c [181] c,dotnet [181] swag,give Top Word Pairs in Tweet in G1:
[307] github,twilio [248] digitalocean,github [212] digitalocean,twilio [168] github,digitalocean [146] t,shirt [99] thanks,digitalocean [90] twilio,hacktoberfest [77] twilio,github [66] hacktoberfest,t [65] hacktoberfest,github Top Word Pairs in Tweet in G2:
[127] ã,ã [122] twilio,inc [89] twilio,twlo [77] inc,twlo [67] belong,twilio [54] python,tensorflow [53] tensorflow,twilio [53] raspberry,pi [52] using,python [51] pet,detector Top Word Pairs in Tweet in G3:
[38] twilio,autopilot [34] twilio,s [29] vogueandcode,twilio [28] status,page [26] jeffiel,twilio [24] yes,yes [23] non,traditional [23] twilio,flex [23] using,twilio [22] join,welcoming Top Word Pairs in Tweet in G4:
[59] twilio,gotenna [56] gotenna,twilio [45] gotenna,gotennapro [44] gotennapro,gotennasupport [44] gotennasupport,danielaperdomo [44] danielaperdomo,jperdomoz [44] jperdomoz,blmnational [44] blmnational,blmnv [43] 911,access [43] blmnv,repryanzinke Top Word Pairs in Tweet in G5:
[198] dotnet,mergeconflictfm [198] mergeconflictfm,twilio [178] twilio,swag [177] sweet,c [177] c,dotnet [177] swag,give [177] give,away [177] away,simply [177] simply,post [176] jamesmontemagno,sweet Top Word Pairs in Tweet in G6:
[148] linear,algebra [148] python,scipy [148] scipy,numpy [147] algebra,fundamentals [147] fundamentals,python [146] datascience,linear [140] numpy,lesleyclovesyou [138] ronald_vanloon,datascience [138] lesleyclovesyou,twilio [134] twilio,read Top Word Pairs in Tweet in G7:
[15] twilio,wayfair [15] wayfair,mongodb [15] mongodb,popped [15] popped,wednesday [9] using,twilio [8] miss,last [8] last,stitchcraft [8] stitchcraft,live [8] live,coding [8] coding,twitch Top Word Pairs in Tweet in G8:
[26] using,twilio [25] blog,post [25] post,potty [25] potty,trained [25] trained,kid [25] kid,using [25] twilio,aws [25] aws,iot [25] iot,button [25] button,code Top Word Pairs in Tweet in G9:
[12] gatsbyjs,hackerearth [12] hackerearth,mozilla [12] mozilla,thepsf [12] thepsf,gruntjs [12] gruntjs,twilio [12] twilio,digitalocean [12] sms,sent [9] mylovefor,swag [9] swag,mylovefor [9] mylovefor,coding Top Word Pairs in Tweet in G10:
[58] apprenticeship,program [57] software,engineering [57] engineering,apprenticeship [56] hatch,twilio's [56] twilio's,software [56] program,underrepresented [56] perfnormalbeast,twilio [55] underrepresented,non [55] non,traditional [55] traditional,folks 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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