The graph represents a network of 1,700 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, 03 March 2019 at 09:25 UTC.
The requested start date was Sunday, 03 March 2019 at 01:01 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, 2-hour, 40-minute period from Monday, 25 February 2019 at 02:51 UTC to Saturday, 02 March 2019 at 05:32 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 : 1700
Unique Edges : 3012
Edges With Duplicates : 3711
Total Edges : 6723
Number of Edge Types : 3
Mentions : 5987
Tweet : 714
Replies to : 22
Self-Loops : 714
Reciprocated Vertex Pair Ratio : 0.0219068188830608
Reciprocated Edge Ratio : 0.0428743961352657
Connected Components : 206
Single-Vertex Connected Components : 107
Maximum Vertices in a Connected Component : 1300
Maximum Edges in a Connected Component : 6264
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.632986
Graph Density : 0.00114669528788561
Modularity : 0.358489
NodeXL Version : 1.0.1.409
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[2806] bigdata,analytics [2178] analytics,datascience [1163] iot,iiot [1024] datascience,ai [927] datascience,machinelearning [817] ai,iot [777] machinelearning,ai [724] iiot,pytorch [572] ai,machinelearning [503] pytorch,python Top Word Pairs in Tweet in G1:
[1109] bigdata,analytics [949] analytics,datascience [501] iot,iiot [420] datascience,ai [399] datascience,machinelearning [346] machinelearning,ai [330] iiot,pytorch [304] ai,iot [254] pytorch,python [240] ai,machinelearning Top Word Pairs in Tweet in G2:
[1312] bigdata,analytics [929] analytics,datascience [511] iot,iiot [466] datascience,ai [396] datascience,machinelearning [378] ai,iot [327] machinelearning,ai [302] iiot,pytorch [232] ai,machinelearning [202] ksql,mqtt Top Word Pairs in Tweet in G3:
[127] bigdata,analytics [112] gt,gt [92] analytics,datascience [69] ai,iot [46] iot,iiot [46] datascience,ai [44] data,scientist [42] read,more [40] datascience,machinelearning [40] ai,machinelearning Top Word Pairs in Tweet in G4:
[20] data,scientist [9] data,science [8] artificialintelligence,machinelearning [7] datascience,datascientist [7] datascientist,machinelearning [7] datascientist,bigdata [6] bigdata,datascientist [6] ai,technology [6] technology,ml [6] datascientist,datascience Top Word Pairs in Tweet in G5:
[104] bigdata,analytics [85] analytics,datascience [62] datascience,bigdata [61] decision,tree [61] tree,businessintelligence [61] businessintelligence,datascience [61] datascientist,bi [61] bi,smallbiz [61] smallbiz,startup [47] iot,iiot Top Word Pairs in Tweet in G6:
[79] bigdata,analytics [69] analytics,datascience [32] iot,iiot [29] datascience,ai [24] datascience,machinelearning [21] iiot,pytorch [21] machinelearning,ai [18] ai,machinelearning [16] ai,iot [16] machinelearning,iot Top Word Pairs in Tweet in G7:
[21] datascience,tech [19] artificial,intelligence [19] bigdata,datascience [18] ai,ml [17] tech,technology [15] technology,iot [15] iot,bi [14] bi,businessintelligence [14] businessintelligence,ai [14] ml,machinelearning Top Word Pairs in Tweet in G8:
[28] datascience,datascientist [22] data,scientist [14] analytics,datascience [13] bigdata,analytics [11] scientist,quora [11] neural,network [11] quora,datascience [10] datascience,ai [10] programmer,programmers [9] datascientist,datascience Top Word Pairs in Tweet in G9:
[9] ai,artificialintelligence [8] follow,more [8] more,worldmagazin [8] worldmagazin,bostondynamics [8] bostondynamics,robotic [8] robotic,ai [8] artificialintelligence,innovation [8] innovation,iloverobots [8] iloverobots,robotics [7] all_techdaily,follow Top Word Pairs in Tweet in G10:
[11] job,hunting [11] hunting,lots [11] lots,external [11] external,job [11] job,opportunities [11] opportunities,scotlandis [11] scotlandis,barrachd [11] barrachd,thalesgroup [11] thalesgroup,paywizardplc [11] idea,data Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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