The graph represents a network of 1,568 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, 26 August 2019 at 10:07 UTC.
The requested start date was Sunday, 25 August 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, 5-hour, 48-minute period from Monday, 19 August 2019 at 18:12 UTC to Sunday, 25 August 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 : 1568
Unique Edges : 2488
Edges With Duplicates : 3982
Total Edges : 6470
Number of Edge Types : 3
Tweet : 609
Mentions : 5845
Replies to : 16
Self-Loops : 609
Reciprocated Vertex Pair Ratio : 0.0118959107806691
Reciprocated Edge Ratio : 0.0235121234386481
Connected Components : 200
Single-Vertex Connected Components : 97
Maximum Vertices in a Connected Component : 1120
Maximum Edges in a Connected Component : 5927
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.547616
Graph Density : 0.00110782985817173
Modularity : 0.332109
NodeXL Version : 1.0.1.419
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[3228] #bigdata,#analytics [2921] #datascience,#ai [2767] #analytics,#datascience [2324] #ai,#machinelearning [2012] #iot,#iiot [2001] #machinelearning,#iot [1385] #iiot,#pytorch [965] #pytorch,#python [417] #python,#rstats [394] machine,learning Top Word Pairs in Tweet in G1:
[711] #bigdata,#analytics [658] #datascience,#ai [617] #analytics,#datascience [544] #ai,#machinelearning [490] #iot,#iiot [487] #machinelearning,#iot [365] #iiot,#pytorch [261] #pytorch,#python [189] #python,#rstats [162] #javascript,#reactjs Top Word Pairs in Tweet in G2:
[2178] #bigdata,#analytics [1986] #datascience,#ai [1880] #analytics,#datascience [1543] #ai,#machinelearning [1344] #iot,#iiot [1328] #machinelearning,#iot [900] #iiot,#pytorch [618] #pytorch,#python [243] machine,learning [211] #python,#rstats Top Word Pairs in Tweet in G3:
[106] thinking,becoming [106] becoming,#datascientist [106] #datascientist,join [106] join,webinar [106] webinar,anandn77 [106] anandn77,ronald_vanloon [106] ronald_vanloon,register [106] register,here [105] ronald_vanloon,thinking [65] #bigdata,#analytics Top Word Pairs in Tweet in G4:
[136] data,science [126] #bigdata,#analytics [106] #datascience,#ai [104] #analytics,#datascience [95] #ai,#machinelearning [76] #machinelearning,#iot [75] #iot,#iiot [50] data,scientist [47] #iiot,#pytorch [34] #pytorch,#python Top Word Pairs in Tweet in G5:
[27] data,scientist [17] #datascience,#datascientist [11] link,bio [6] data,science [5] data,scientists [5] #datascientist,#machinelearning [5] #datascientist,#datascience [5] click,link [4] #datascientist,#bigdata [4] apply,data Top Word Pairs in Tweet in G6:
[70] #datascience,#datascientist [37] #bigdata,#analytics [37] #datascience,#ai [33] #ai,#machinelearning [33] #analytics,#datascience [24] #bigdata,#datascience [23] #machinelearning,#iot [22] #datascientist,#digital [21] https,t [21] t,co Top Word Pairs in Tweet in G7:
[28] #bigdata,#analytics [21] typical,#datascientist [21] #datascientist,2019 [21] 2019,infographic [21] infographic,v [21] v,insidebigdata [21] insidebigdata,#bigdata [20] ipfconline1,typical [20] #analytics,#datascienc [6] #analytics,#datascience Top Word Pairs in Tweet in G8:
[49] #bigdata,#analytics [43] #analytics,#datascience [43] #datascience,#ai [36] #ai,#machinelearning [33] #machinelearning,#iot [32] #iot,#iiot [21] #iiot,#pytorch [18] #pytorch,#python [16] data,science [8] #bigdata,#hadoop Top Word Pairs in Tweet in G9:
[8] lindaoranya,datascientist [8] datascientist,terragongroup [8] terragongroup,giving [8] giving,talk [8] talk,b [8] b,testing [8] testing,using [8] using,python [8] python,ps [8] ps,first Top Word Pairs in Tweet in G10:
[13] entend,souvent [13] souvent,parler [13] parler,#datascientist [13] #datascientist,mais [13] mais,fait [13] fait,qu [13] qu,est [13] est,ce [13] ce,c [13] c,est Top Replied-To in Entire Graph:
Top Replied-To in G4:
Top Replied-To in G6:
Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: