The graph represents a network of 1,562 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, 21 April 2019 at 09:05 UTC.
The requested start date was Sunday, 21 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, 16-hour, 15-minute period from Tuesday, 16 April 2019 at 07:44 UTC to Sunday, 21 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 : 1562
Unique Edges : 2313
Edges With Duplicates : 3795
Total Edges : 6108
Number of Edge Types : 3
Mentions : 5220
Tweet : 863
Replies to : 25
Self-Loops : 863
Reciprocated Vertex Pair Ratio : 0.0192230676812175
Reciprocated Edge Ratio : 0.037721021611002
Connected Components : 200
Single-Vertex Connected Components : 119
Maximum Vertices in a Connected Component : 1182
Maximum Edges in a Connected Component : 5661
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.526844
Graph Density : 0.00104376770201314
Modularity : 0.335889
NodeXL Version : 1.0.1.410
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[2761] #bigdata,#analytics [2245] #analytics,#datascience [2127] #datascience,#ai [1860] #ai,#machinelearning [1521] #iot,#iiot [1278] #machinelearning,#iot [982] #iiot,#pytorch [601] #pytorch,#python [520] gt,gt [435] #python,#rstats Top Word Pairs in Tweet in G1:
[1741] #bigdata,#analytics [1370] #analytics,#datascience [1309] #datascience,#ai [1136] #ai,#machinelearning [928] #iot,#iiot [781] #machinelearning,#iot [564] #iiot,#pytorch [340] #pytorch,#python [313] #datascience,#datascientist [229] #python,#rstats Top Word Pairs in Tweet in G2:
[899] #bigdata,#analytics [785] #analytics,#datascience [732] #datascience,#ai [646] #ai,#machinelearning [546] #iot,#iiot [449] #machinelearning,#iot [393] #iiot,#pytorch [247] #pytorch,#python [195] #python,#rstats [156] #javascript,#reactjs Top Word Pairs in Tweet in G3:
[96] gt,gt [64] read,more [57] #bigdata,#analytics [52] #data,#dataanalytics [49] #analytics,#datascience [44] #datascience,#ai [42] #dataanalytics,#deeplearning [39] #ai,#machinelearning [38] #deeplearning,#ai [31] #mi,#dl Top Word Pairs in Tweet in G4:
[215] gt,gt [51] gt,#ai [50] mikequindazzi,gt [47] gt,#pwc [47] #pwc,mikequindazzi [43] #digital,#bigdata [42] #ai,#digital [29] #bigdata,#analytics [26] #bigdata,#iiot [23] #datascience,#bigdata Top Word Pairs in Tweet in G5:
[12] data,scientist [12] gt,gt [11] #datascience,#datascientist [8] #bigdata,#analytics [8] #datascientist,#bigdata [6] convoluted,world [6] world,#datascientist [5] data,science [5] #ml,#dl [5] #datascience,#bigdata Top Word Pairs in Tweet in G6:
[28] #datascience,#bigdataanalytics [27] #machinelearning,#ai [27] #bigdataanalytics,#dataanalytics [26] 10,predictive [26] predictive,analytics [26] analytics,use [26] use,cases [26] cases,#predictiveanalytics [26] #predictiveanalytics,#datascience [26] #dataanalytics,#machinelearning Top Word Pairs in Tweet in G7:
[10] content,marketing [10] #disruption,#bigdata [10] #bigdata,#ai [10] #ai,#fintech [10] #fintech,#iot [10] #iot,#insurtech [10] #insurtech,#startup [10] #startup,#tech [10] #tech,#smartcity [10] call,#datascientist Top Word Pairs in Tweet in G8:
[12] gt,gt [11] gt,#datascientist [9] #datascientist,#ml [9] #ml,#bigdata [7] #bigdata,#analytics [6] #datascience,now [6] now,bigger [5] bigger,'big [5] 'big,data' [5] data',forbes Top Word Pairs in Tweet in G10:
[14] #datascience,#machinelearning [14] machine,learning [13] public,#datasets [13] #datasets,machine [13] learning,data [13] data,science [13] science,tasks [13] tasks,including [13] including,#nlp [13] #nlp,#datascience Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G8:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: