The graph represents a network of 1,781 Twitter users whose tweets in the requested range contained "datascientist", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 26 February 2019 at 09:25 UTC.
The requested start date was Sunday, 24 February 2019 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 5-day, 19-hour, 51-minute period from Monday, 18 February 2019 at 05:09 UTC to Sunday, 24 February 2019 at 01:00 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 : 1781
Unique Edges : 2618
Edges With Duplicates : 3683
Total Edges : 6301
Number of Edge Types : 3
Mentions : 5470
Tweet : 815
Replies to : 16
Self-Loops : 815
Reciprocated Vertex Pair Ratio : 0.0186246418338109
Reciprocated Edge Ratio : 0.0365682137834037
Connected Components : 228
Single-Vertex Connected Components : 116
Maximum Vertices in a Connected Component : 1265
Maximum Edges in a Connected Component : 5670
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.836766
Graph Density : 0.000897109943283978
Modularity : 0.366293
NodeXL Version : 1.0.1.409
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[2610] bigdata,analytics [2061] machinelearning,datascience [2000] datascience,ai [1902] analytics,machinelearning [1449] ai,iot [1435] iot,iiot [733] iiot,pytorch [538] pytorch,python [464] python,rstats [340] datascience,datascientist Top Word Pairs in Tweet in G1:
[1210] bigdata,analytics [1011] datascience,ai [1010] machinelearning,datascience [922] analytics,machinelearning [719] iot,iiot [679] ai,iot [352] iiot,pytorch [273] pytorch,python [265] python,rstats [169] rstats,tensorflow Top Word Pairs in Tweet in G2:
[870] bigdata,analytics [654] machinelearning,datascience [612] datascience,ai [610] analytics,machinelearning [499] ai,iot [427] iot,iiot [240] iiot,pytorch [173] pytorch,python [168] ksql,mqtt [153] deeplearning,ksql Top Word Pairs in Tweet in G3:
[210] bigdata,analytics [149] machinelearning,datascience [147] analytics,machinelearning [144] datascience,ai [104] ai,iot [100] iot,iiot [66] read,more [49] iiot,pytorch [31] pytorch,python [29] bigdata,datascience Top Word Pairs in Tweet in G4:
[64] bigdata,analytics [54] machinelearning,datascience [53] datascience,ai [46] analytics,machinelearning [40] ai,iot [40] iot,iiot [31] data,scientist [28] datascience,datascientist [24] iiot,pytorch [22] data,science Top Word Pairs in Tweet in G5:
[21] data,scientist [16] datascience,datascientist [12] data,science [10] artificialintelligence,bigdata [10] datascientist,developer [10] apply,here [9] bigdata,datascientist [8] floridajobs,apply [6] hiring,data [5] datascientist,data Top Word Pairs in Tweet in G6:
[168] bigdata,analytics [138] ansonmccade,technology [129] datascience,datascientist [127] machinelearning,datascience [122] analytics,machinelearning [121] datascience,ai [118] technology,technews [96] iot,iiot [89] technews,datascience [81] ai,iot Top Word Pairs in Tweet in G7:
[42] bigdata,analytics [27] machinelearning,datascience [25] datascience,ai [24] iot,iiot [23] analytics,machinelearning [22] ai,iot [19] datascience,datascientist [17] data,science [16] data,scientist [16] iiot,pytorch Top Word Pairs in Tweet in G8:
[27] bigdata,analytics [20] iot,iiot [19] machinelearning,datascience [19] datascience,ai [18] analytics,machinelearning [15] top,datascience [15] datascience,skills [15] skills,communication [15] communication,structured [15] structured,data Top Word Pairs in Tweet in G9:
[3] data,science [3] datasciencenig,ubereng [3] ubereng,aikenya1 [3] aikenya1,becomingdatasci [3] becomingdatasci,jeremyphoward [3] jeremyphoward,emekaokoye [3] emekaokoye,math_rachel [3] math_rachel,jasonyo [3] jasonyo,black_in_ai [3] deeper,look Top Word Pairs in Tweet in G10:
[11] data,scientist [11] dei,dati [7] idc,nel [7] nel,2022 [7] 2022,il [7] il,mercato [7] mercato,dei [7] dei,bigdata [7] bigdata,raggiungerà [7] raggiungerà,92 Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G8:
Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
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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:
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Top Tweeters in G7:
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Top Tweeters in G9:
Top Tweeters in G10: