The graph represents a network of 1,573 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, 05 May 2019 at 09:05 UTC.
The requested start date was Sunday, 05 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, 17-hour, 37-minute period from Sunday, 28 April 2019 at 06:22 UTC to Sunday, 05 May 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 : 1573
Unique Edges : 2293
Edges With Duplicates : 3835
Total Edges : 6128
Number of Edge Types : 3
Tweet : 908
Mentions : 5205
Replies to : 15
Self-Loops : 908
Reciprocated Vertex Pair Ratio : 0.0165255945183394
Reciprocated Edge Ratio : 0.0325138778747026
Connected Components : 239
Single-Vertex Connected Components : 140
Maximum Vertices in a Connected Component : 1133
Maximum Edges in a Connected Component : 5613
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.602547
Graph Density : 0.00101991462158013
Modularity : 0.324619
NodeXL Version : 1.0.1.412
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[2845] #bigdata,#analytics [2337] #analytics,#datascience [2051] #datascience,#ai [1666] #ai,#machinelearning [1267] #iot,#iiot [876] #machinelearning,#iot [764] #iiot,#pytorch [473] #pytorch,#python [359] #python,#rstats [358] machine,learning Top Word Pairs in Tweet in G1:
[690] #bigdata,#analytics [555] #analytics,#datascience [520] #datascience,#ai [430] #ai,#machinelearning [403] #iot,#iiot [277] #iiot,#pytorch [247] #machinelearning,#iot [205] #python,#rstats [202] #datascientist,#linux [196] #pytorch,#python Top Word Pairs in Tweet in G2:
[1838] #bigdata,#analytics [1528] #analytics,#datascience [1308] #datascience,#ai [1061] #ai,#machinelearning [746] #iot,#iiot [545] #machinelearning,#iot [421] #iiot,#pytorch [241] #pytorch,#python [206] #datascience,#machinelearning [205] machine,learning Top Word Pairs in Tweet in G3:
[95] #bigdata,#analytics [83] #analytics,#datascience [80] #datascience,#ai [67] #ai,#machinelearning [64] data,scientist [40] #iot,#iiot [34] data,science [33] #machinelearning,#iot [30] #datascience,#datascientist [25] #ai,#artificialintelligence Top Word Pairs in Tweet in G4:
[63] ã,ã [32] data,science [21] data,scientist [14] ðÿ,ðÿ [14] #datascience,#datascientist [12] ãƒ,ã [10] ãƒ,ム[10] projects,include [10] include,data [10] science,portfolio Top Word Pairs in Tweet in G5:
[121] #bigdata,#analytics [91] #analytics,#datascience [77] #datascience,#ai [55] #ai,#machinelearning [38] #datascience,#datascientist [35] #iot,#iiot [29] #machinelearning,#iot [28] #bigdata,#datascience [24] #iiot,#pytorch [22] #datascience,#machinelearning Top Word Pairs in Tweet in G6:
[21] data,scientist [21] #bigdata,#analytics [16] becoming,#datascientist [16] #analytics,#datascience [14] thinking,becoming [14] #datascientist,grow [14] grow,up [14] up,chart [14] chart,shows [14] shows,typical Top Word Pairs in Tweet in G7:
[47] read,more [22] #bigdata,#analytics [18] #analytics,#datascience [17] #ai,#artificialintelligence [15] 80,free [15] free,#datascience [15] #datascience,books [15] books,datasciencectrl [15] datasciencectrl,#data [15] #data,#ai Top Word Pairs in Tweet in G8:
[35] â,â [14] #datascientistâ,s [11] #datascience,#ai [11] kirkdborne,#datascientistâ [10] #bigdata,#analytics [10] #analytics,#datascience [10] #bigdata,#datascience [10] â,#bigdata [10] cold,start [10] start,problem Top Word Pairs in Tweet in G9:
[22] data,scientist [21] wanna,data [21] scientist,butâ [21] butâ,pyjaime [21] pyjaime,#datascience [21] #datascience,#artificialintelligence [20] #analytics,#dataanalytics [20] jose_garde,wanna [20] #artificialintelligence,#machineleâ [17] #datascience,#datascientist Top Word Pairs in Tweet in G10:
[11] shingai,manjengwa [11] manjengwa,job [11] job,identify [11] identify,reward [11] reward,self [11] self,learners [11] learners,don [11] don,t [11] t,very [10] datanativescon,shingai Top Replied-To in Entire Graph:
Top Replied-To in G3:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
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Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
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Top Tweeters in G5:
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Top Tweeters in G9:
Top Tweeters in G10: