The graph represents a network of 1,719 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 Sunday, 26 May 2019 at 09:05 UTC.
The requested start date was Sunday, 26 May 2019 at 00:01 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, 21-hour, 41-minute period from Sunday, 19 May 2019 at 04:40 UTC to Saturday, 25 May 2019 at 02:22 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 : 1719
Unique Edges : 2589
Edges With Duplicates : 3930
Total Edges : 6519
Number of Edge Types : 3
Mentions : 5584
Tweet : 892
Replies to : 43
Self-Loops : 892
Reciprocated Vertex Pair Ratio : 0.024135446685879
Reciprocated Edge Ratio : 0.0471333098839254
Connected Components : 249
Single-Vertex Connected Components : 124
Maximum Vertices in a Connected Component : 1134
Maximum Edges in a Connected Component : 5796
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.788754
Graph Density : 0.000962670854606565
Modularity : 0.35575
NodeXL Version : 1.0.1.412
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[2660] #bigdata,#analytics [2217] #analytics,#datascience [1976] #datascience,#ai [1226] #ai,#machinelearning [1185] #iot,#iiot [840] #iiot,#pytorch [737] #machinelearning,#iot [544] #pytorch,#python [418] #python,#rstats [387] #datascience,#machinelearning Top Word Pairs in Tweet in G1:
[1921] #bigdata,#analytics [1589] #analytics,#datascience [1438] #datascience,#ai [851] #ai,#machinelearning [760] #iot,#iiot [519] #iiot,#pytorch [490] #machinelearning,#iot [331] #pytorch,#python [240] machine,learning [237] #datascience,#machinelearning Top Word Pairs in Tweet in G2:
[568] #bigdata,#analytics [492] #analytics,#datascience [415] #datascience,#ai [359] #iot,#iiot [287] #ai,#machinelearning [281] #iiot,#pytorch [207] #machinelearning,#iot [193] #pytorch,#python [189] #python,#rstats [167] #datascientist,#linux Top Word Pairs in Tweet in G3:
[25] data,scientist [12] #datascience,#datascientist [10] data,scientists [7] convoluted,world [7] world,#datascientist [7] #datascientist,#bigdata [5] #datascientist,#datascience [4] #ai,#machinelearning [4] #bigdata,#analytics [3] data,science Top Word Pairs in Tweet in G4:
[72] #bigdata,#analytics [62] #analytics,#datascience [54] #datascience,#ai [52] read,more [42] modern,#datascientist [42] #datascientist,#infographics [42] #infographics,kzawadz [42] kzawadz,tableteer [42] tableteer,read [38] ronald_vanloon,modern Top Word Pairs in Tweet in G5:
[20] #bigdata,#ai [15] #ai,#machinelearning [14] #datascience,#analytics [14] #analytics,#datascientist [14] #datascientist,#bigdata [14] inherent,differences [14] differences,between [14] between,work [14] work,bi [14] bi,analyst Top Word Pairs in Tweet in G6:
[122] ansonmccade,#technology [115] #technology,#technews [109] #datascience,#datascientist [101] #technews,#datascience [92] #datascientist,#dataanalytic [92] #dataanalytic,#ml [91] #ml,#deeplearning [91] #deeplearning,#dl [90] #dl,#dataviz [89] #dataviz,#cloud Top Word Pairs in Tweet in G7:
[24] #bigdata,#analytics [20] #analytics,#datascience [19] #datascience,#ai [12] #ai,#machinelearning [12] #artificialintelligence,#artificialinteligence [12] #artificialinteligence,#artificial [10] #iot,#iiot [9] #datascience,#datascientist [8] #machinelearning,#deeplearning [8] #artificial,#machinelearning Top Word Pairs in Tweet in G8:
[34] data,science [32] new,4 [32] 4,week [32] week,course [32] course,women [32] women,color [32] color,data [32] science,called [32] called,launch [32] launch,data Top Word Pairs in Tweet in G9:
[19] new,machine [19] machine,learning [19] learning,life [19] life,cycle [19] cycle,5 [19] 5,challenges [19] challenges,#devops [19] #devops,diego [19] diego,oppenheimer [18] jose_garde,new Top Word Pairs in Tweet in G10:
[31] #bigdata,#datascience [30] #datascience,#datascientist [30] #datascientist,#digital [30] #digital,#d2blog [29] #d2blog,salairedata [9] l',#intelligenceartificielle [8] grâce,à [6] gt,gt [6] découvrez,métier [6] métier,#datascientist 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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