The graph represents a network of 1,666 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, 12 May 2019 at 09:05 UTC.
The requested start date was Sunday, 12 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, 2-hour, 31-minute period from Sunday, 05 May 2019 at 21:25 UTC to Saturday, 11 May 2019 at 23:57 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 : 1666
Unique Edges : 2580
Edges With Duplicates : 3685
Total Edges : 6265
Number of Edge Types : 3
Mentions : 5317
Tweet : 930
Replies to : 18
Self-Loops : 930
Reciprocated Vertex Pair Ratio : 0.0218818380743982
Reciprocated Edge Ratio : 0.0428265524625268
Connected Components : 182
Single-Vertex Connected Components : 100
Maximum Vertices in a Connected Component : 1274
Maximum Edges in a Connected Component : 5806
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.925762
Graph Density : 0.00101013378324303
Modularity : 0.356665
NodeXL Version : 1.0.1.412
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[2516] #bigdata,#analytics [2087] #analytics,#datascience [1848] #datascience,#ai [1407] #ai,#machinelearning [1027] #iot,#iiot [744] #machinelearning,#iot [619] #iiot,#pytorch [468] #datascience,#datascientist [433] #pytorch,#python [402] #python,#rstats Top Word Pairs in Tweet in G1:
[1714] #bigdata,#analytics [1439] #analytics,#datascience [1294] #datascience,#ai [964] #ai,#machinelearning [677] #iot,#iiot [513] #machinelearning,#iot [387] #iiot,#pytorch [253] #pytorch,#python [219] #datascience,#machinelearning [210] #ai,#iot Top Word Pairs in Tweet in G2:
[509] #bigdata,#analytics [434] #analytics,#datascience [379] #datascience,#ai [309] #ai,#machinelearning [279] #iot,#iiot [193] #iiot,#pytorch [188] #python,#rstats [181] #javascript,#reactjs [176] #serverless,#datascientist [173] #datascientist,#linux Top Word Pairs in Tweet in G3:
[78] #bigdata,#analytics [68] #analytics,#datascience [51] #datascience,#ai [45] data,scientist [44] #datascience,#datascientist [38] #ai,#machinelearning [28] #analytics,#dataanalytics [25] data,science [24] #dataanalytics,#datascience [23] #machinelearning,#iot Top Word Pairs in Tweet in G4:
[52] read,more [39] #analytics,#datascience [37] #bigdata,#analytics [24] #datascience,#ai [16] #rt,cc [16] #datascience,#datascientist [16] #ai,#machinelearning [15] #artificialintelligence,4 [15] 4,ways [15] ways,#analytics Top Word Pairs in Tweet in G5:
[21] data,scientist [11] data,science [10] #datascience,#datascientist [5] tu,plaza [5] futuro,inmediato [5] inmediato,#datascientist [4] data,scientists [4] #datascientist,#bigdata [4] find,out [4] data,engineer Top Word Pairs in Tweet in G6:
[83] #bigdata,#analytics [78] #datascience,#datascientist [73] #discounts,90 [67] #discount,#udemy [55] #udemy,#udemyfree [51] #ai,#datascience [50] 19,best [49] #ml,#dl [47] #machinelearning,#deeplearning [45] #datascientist,#datascience Top Word Pairs in Tweet in G7:
[17] boozallen,#datascientist [14] lays,out [13] new,article [13] article,boozallen [13] #datascientist,kirkdborne [13] kirkdborne,lays [13] out,tools [13] tools,necessary [13] necessary,prepare [13] prepare,employees Top Word Pairs in Tweet in G8:
[130] #technology,#technews [102] #technews,#datascience [92] #datascience,#datascientist [92] ansonmccade,#technology [87] #datascientist,#dataanalytic [86] #dataanalytic,#ml [85] #ml,#deeplearning [85] #deeplearning,#dl [79] #dl,#dataviz [79] #dataviz,#cloud Top Word Pairs in Tweet in G9:
[20] #datascience,hierarchy [20] hierarchy,needs [20] needs,collect [20] collect,store [20] store,explore [20] explore,transform [20] transform,aggregate [20] aggregate,learn [20] learn,optimize [20] optimize,#ai Top Word Pairs in Tweet in G10:
[33] #datascience,#datascientist [18] #bigdata,#analytics [17] #datascientist,#datascientists [15] #machinelearning,#deeplearning [14] data,science [14] #datascience,#ai [12] #analytics,#datascience [10] deep,learning [10] data,scientists [9] #deeplearning,#learning 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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