The graph represents a network of 1,739 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, 19 May 2019 at 09:05 UTC.
The requested start date was Sunday, 19 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 6-day, 21-hour, 27-minute period from Sunday, 12 May 2019 at 02:22 UTC to Saturday, 18 May 2019 at 23:49 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 : 1739
Unique Edges : 2621
Edges With Duplicates : 3656
Total Edges : 6277
Number of Edge Types : 3
Mentions : 5274
Tweet : 983
Replies to : 20
Self-Loops : 983
Reciprocated Vertex Pair Ratio : 0.0247666905958363
Reciprocated Edge Ratio : 0.0483362521891419
Connected Components : 241
Single-Vertex Connected Components : 135
Maximum Vertices in a Connected Component : 1239
Maximum Edges in a Connected Component : 5667
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.860937
Graph Density : 0.000944619177853759
Modularity : 0.375573
NodeXL Version : 1.0.1.412
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[2355] #bigdata,#analytics [1970] #analytics,#datascience [1194] #iot,#iiot [1100] #datascience,#ai [899] #datascience,#machinelearning [851] #ai,#machinelearning [701] #ai,#iot [606] #machinelearning,#ai [598] #iiot,#pytorch [470] #pytorch,#python Top Word Pairs in Tweet in G1:
[1604] #bigdata,#analytics [1319] #analytics,#datascience [764] #iot,#iiot [726] #datascience,#ai [599] #datascience,#machinelearning [544] #ai,#machinelearning [444] #ai,#iot [395] #machinelearning,#ai [357] #iiot,#pytorch [274] #pytorch,#python Top Word Pairs in Tweet in G2:
[149] #datascience,#datascientist [125] #technology,#technews [116] #technews,#datascience [113] ansonmccade,#technology [101] #bigdata,#analytics [95] #datascientist,#dataanalytic [94] #deeplearning,#dl [92] #ml,#deeplearning [91] #dataanalytic,#ml [90] #dataviz,#cloud Top Word Pairs in Tweet in G3:
[541] #bigdata,#analytics [492] #analytics,#datascience [339] #iot,#iiot [284] #datascience,#ai [220] #ai,#machinelearning [208] #iiot,#pytorch [199] #datascience,#machinelearning [190] #python,#rstats [183] #ai,#iot [173] #pytorch,#python Top Word Pairs in Tweet in G4:
[162] #robots,#infographics [158] #infographics,#startups [158] #startups,#tech [115] ravikikan,#machinelearning [112] #machinelearning,#robots [88] #datascience,vs [76] #dataanalytics,vs [76] vs,#datascience [76] vs,#bigdata [72] mikequindazzi,antgrasso Top Word Pairs in Tweet in G5:
[21] data,scientist [17] data,science [16] #datascience,#datascientist [8] #ai,#datascientist [7] data,scientists [7] convoluted,world [6] world,#datascientist [6] #datascientist,#bigdata [5] machine,learning [5] #datascientist,#machinelearning Top Word Pairs in Tweet in G6:
[44] #datascience,#analytics [36] #bigdata,#ai [35] #bigdataanalytics,#datascience [35] #analytics,#bigdata [33] more,slides [23] evolution,analytics [21] slides,https [18] data,science [15] analytics,more [15] https,t Top Word Pairs in Tweet in G7:
[32] #bigdata,#analytics [28] #datascience,#ai [25] #iot,#iiot [25] read,more [23] #analytics,#datascience [22] #ai,#iot [14] #iiot,#python [12] #ai,#machinelearning [12] #python,#serverless [12] #serverless,#datascientist Top Word Pairs in Tweet in G8:
[17] become,#datascientist [17] #datascientist,2019 [17] 2019,nine [17] nine,step [17] step,program [17] program,launch [17] launch,new [17] new,#career [17] #career,#datascience [16] kirkdborne,become Top Word Pairs in Tweet in G9:
[25] #bigdata,#analytics [24] #analytics,#datascience [22] #ai,#machinelearning [21] #datascience,#datascientist [15] #datascientist,#datascientists [15] #machinelearning,#deeplearning [14] #iot,#iiot [11] data,scientist [11] #datascience,#ai [11] #datascience,#machinelearning Top Word Pairs in Tweet in G10:
[13] #datascientist,london [13] london,500 [13] 500,per [13] per,day [13] day,6 [13] 6,month [13] month,contract [13] contract,interested [13] interested,please [13] please,touch Top Replied-To in Entire Graph:
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Top Replied-To in G9:
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Top Tweeters in Entire Graph:
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