The graph represents a network of 3,325 Twitter users whose tweets in the requested range contained ""data science" OR #datascience", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 02 October 2020 at 23:42 UTC.
The requested start date was Friday, 02 October 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 2-day, 1-hour, 31-minute period from Tuesday, 29 September 2020 at 05:38 UTC to Thursday, 01 October 2020 at 07:09 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 : 3325
Unique Edges : 3382
Edges With Duplicates : 14646
Total Edges : 18028
Number of Edge Types : 5
Retweet : 6323
MentionsInRetweet : 8502
Mentions : 1728
Tweet : 1389
Replies to : 86
Self-Loops : 1507
Reciprocated Vertex Pair Ratio : 0.0109752709085857
Reciprocated Edge Ratio : 0.0217122440566167
Connected Components : 390
Single-Vertex Connected Components : 161
Maximum Vertices in a Connected Component : 2245
Maximum Edges in a Connected Component : 16561
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.866409
Graph Density : 0.000658414990544954
Modularity : 0.287269
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 3,325 Twitter users whose tweets in the requested range contained "%22data science%22 OR #datascience", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 02 October 2020 at 23:42 UTC.
The requested start date was Friday, 02 October 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 2-day, 1-hour, 31-minute period from Tuesday, 29 September 2020 at 05:38 UTC to Thursday, 01 October 2020 at 07:09 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".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : %22data science%22 OR #datascience
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1221] data,science [1166] #bigdata,#analytics [1093] #analytics,#datascience [899] #datascience,#ai [886] #ai,#machinelearning [882] #iot,#iiot [709] machine,learning [590] #machinelearning,#iot [465] #python,#rstats [437] #ai,#iot Top Word Pairs in Tweet in G1:
[606] #bigdata,#analytics [553] #analytics,#datascience [432] #ai,#machinelearning [410] #iot,#iiot [409] #datascience,#ai [299] #machinelearning,#iot [283] machine,learning [250] #ai,#iot [244] data,science [202] #python,#rstats Top Word Pairs in Tweet in G2:
[181] machine,learning [168] data,science [161] gt,gt [134] #analytics,#datascience [128] #ai,#machinelearning [119] #bigdata,#analytics [108] #datascience,#ai [87] #iot,#iiot [67] #datascience,#ds [62] thanks,richardeudes Top Word Pairs in Tweet in G3:
[350] #bigdata,#analytics [333] #iot,#iiot [320] #analytics,#datascience [294] #datascience,#ai [241] #ai,#machinelearning [195] #python,#rstats [185] #machinelearning,#iot [170] #iiot,#python [98] #ai,#iot [97] #iiot,#pytorch Top Word Pairs in Tweet in G4:
[79] read,more [76] data,science [56] #bigdata,#analytics [47] #ai,#machinelearning [46] #analytics,#datascience [42] #machinelearning,#deeplearning [39] #datascience,#machinelearning [34] learn,more [34] #artificialintelligence,#machinelearning [33] machine,learning Top Word Pairs in Tweet in G5:
[57] data,science [43] machine,learning [25] #datascience,#ai [25] gt,gt [20] #ai,#datascience [19] #artificialintelligence,#ai [18] #datascience,#deeplearning [17] #ai,#machinelearning [17] #machinelearning,#ml [15] #ml,#artificialintelligence Top Word Pairs in Tweet in G6:
[134] data,science [8] machine,learning [4] #datascience,#machinelearning [4] engineering,data [4] see,more [4] #datascience,#ml [4] best,practices [4] director,data [4] science,acceleration [4] acceleration,grs Top Word Pairs in Tweet in G7:
[126] lie,cheat [126] cheat,use [126] use,shady [126] shady,'data [126] 'data,science' [126] science',company [126] company,break [126] break,electoral [126] electoral,law [126] law,steal Top Word Pairs in Tweet in G8:
[90] app,development [83] data,science [46] mobile,app [45] team,team [45] team,javascript [45] javascript,dart [45] dart,web [45] web,app [45] development,mobile [45] development,team Top Word Pairs in Tweet in G10:
[55] university,london [55] london,offers [55] offers,supported [55] supported,online [55] online,degrees [55] degrees,fields [55] fields,economics [55] economics,business [55] business,management [55] management,data Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G8:
Top Replied-To in G9:
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:
Top Mentioned in G8:
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:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: