The graph represents a network of 1,736 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 Monday, 15 April 2019 at 09:05 UTC.
The requested start date was Sunday, 14 April 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 4-day, 18-hour, 27-minute period from Tuesday, 09 April 2019 at 05:33 UTC to Sunday, 14 April 2019 at 00:00 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 : 1736
Unique Edges : 2554
Edges With Duplicates : 3724
Total Edges : 6278
Number of Edge Types : 3
Mentions : 5510
Tweet : 753
Replies to : 15
Self-Loops : 753
Reciprocated Vertex Pair Ratio : 0.0128299120234604
Reciprocated Edge Ratio : 0.0253347810351068
Connected Components : 241
Single-Vertex Connected Components : 131
Maximum Vertices in a Connected Component : 1224
Maximum Edges in a Connected Component : 5683
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.645744
Graph Density : 0.000917342859798935
Modularity : 0.350716
NodeXL Version : 1.0.1.410
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[2771] #bigdata,#analytics [2396] #datascience,#ai [2187] #analytics,#datascience [1940] #ai,#machinelearning [1506] #iot,#iiot [1296] #machinelearning,#iot [977] #iiot,#pytorch [548] #pytorch,#python [403] #python,#rstats [326] #serverless,#datascientist Top Word Pairs in Tweet in G1:
[643] #bigdata,#analytics [579] #datascience,#ai [520] #analytics,#datascience [468] #ai,#machinelearning [421] #iot,#iiot [318] #machinelearning,#iot [287] #iiot,#pytorch [181] #pytorch,#python [160] #python,#rstats [157] #serverless,#datascientist Top Word Pairs in Tweet in G2:
[195] #bigdata,#analytics [164] #datascience,#ai [158] #datascience,#datascientist [149] #analytics,#datascience [126] #ai,#machinelearning [119] #technology,#technews [103] #technews,#datascience [97] ansonmccade,#technology [87] #iot,#iiot [83] #datascientist,#dataanalytic Top Word Pairs in Tweet in G3:
[1573] #bigdata,#analytics [1379] #datascience,#ai [1258] #analytics,#datascience [1119] #ai,#machinelearning [847] #iot,#iiot [767] #machinelearning,#iot [561] #iiot,#pytorch [308] #pytorch,#python [213] #python,#rstats [166] #serverless,#datascientist Top Word Pairs in Tweet in G4:
[35] data,scientist [18] gt,gt [18] #datascience,#datascientist [9] data,science [7] #datascientist,#bigdata [6] #datascientist,#datascience [5] #dataanalytics,#datascientist [5] #datascientist,#dataanalytics [5] #datascientist,#artificialintelligence [4] #bigdata,#ai Top Word Pairs in Tweet in G5:
[103] #bigdata,#analytics [78] #analytics,#datascience [75] #datascience,#ai [67] modern,#datascientist [66] #datascientist,#infographics [66] #infographics,kzawadz [64] ronald_vanloon,modern [57] #ai,#machinelearning [56] kzawadz,tableteer [53] read,more Top Word Pairs in Tweet in G6:
[76] more,slides [71] slides,#bigdataanalytics [70] #bigdataanalytics,#datascience [70] #datascience,#analytics [70] #analytics,#bigdata [70] #bigdata,#ai [57] data,science [54] future,data [54] science,more [53] aisoma_ag,future Top Word Pairs in Tweet in G7:
[80] #datascience,#ai [80] #bigdata,#analytics [64] #ai,#machinelearning [64] #analytics,#datascience [46] #statistics,#math [45] #interview,questions [45] questions,answers [42] #machinelearning,#iot [40] #iot,#iiot [36] deeplearninghub,openai Top Word Pairs in Tweet in G8:
[129] gt,gt [27] mikequindazzi,gt [25] #bigdata,#analytics [25] #datascience,#ai [24] gt,#ai [23] 6,steps [23] steps,build [23] build,#iot [23] #iot,find [23] find,success Top Word Pairs in Tweet in G9:
[38] #bigdata,#analytics [21] #analytics,#datascience [15] #machinelearning,#ml [13] here,#bigdata [12] #datascience,#machinelearning [11] #datascience,#ai [11] machines,read [11] read,mind [11] mind,here [10] rise,citizen Top Word Pairs in Tweet in G10:
[45] #datascientist,#datascience [44] #bigdata,#analytics [44] #datascience,#datascientist [41] #ai,#datascience [38] 19,best [32] ahmedjr_16,19 [31] #ai,#datascientist [30] #bi,#machinelearning [26] #ai,#artificialintelligence [26] #ai,#machinelearning Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: