The graph represents a network of 6,648 Twitter users whose recent tweets contained "#datascience", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Thursday, 05 March 2020 at 09:26 UTC.
The tweets in the network were tweeted over the 1-day, 18-hour, 48-minute period from Tuesday, 03 March 2020 at 12:49 UTC to Thursday, 05 March 2020 at 07:38 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 : 6648
Unique Edges : 17045
Edges With Duplicates : 17040
Total Edges : 34085
Number of Edge Types : 5
Retweet : 8815
Tweet : 3417
MentionsInRetweet : 17622
Mentions : 4044
Replies to : 187
Self-Loops : 3473
Reciprocated Vertex Pair Ratio : 0.011996437739012
Reciprocated Edge Ratio : 0.02370845843255
Connected Components : 695
Single-Vertex Connected Components : 410
Maximum Vertices in a Connected Component : 5369
Maximum Edges in a Connected Component : 32735
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.673217
Graph Density : 0.000437165088273946
Modularity : 0.363371
NodeXL Version : 1.0.1.426
Data Import : The graph represents a network of 6,648 Twitter users whose recent tweets contained "#datascience", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Thursday, 05 March 2020 at 09:26 UTC.
The tweets in the network were tweeted over the 1-day, 18-hour, 48-minute period from Tuesday, 03 March 2020 at 12:49 UTC to Thursday, 05 March 2020 at 07:38 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 : TwitterSearch
Graph Term : #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 : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[3207] #datascience,#ai [3170] #bigdata,#analytics [2909] #iot,#iiot [2855] #analytics,#datascience [2832] #ai,#machinelearning [2744] #javascript,#reactjs [2728] #python,#rstats [2674] #reactjs,#golang [2606] #serverless,#datascientist [2557] #golang,#cloudcomputing Top Word Pairs in Tweet in G1:
[2435] #bigdata,#analytics [2320] #iot,#iiot [2305] #javascript,#reactjs [2287] #python,#rstats [2245] #reactjs,#golang [2242] #analytics,#datascience [2236] #datascience,#ai [2138] #golang,#cloudcomputing [2124] #cloudcomputing,#serverless [2093] #serverless,#datascientist Top Word Pairs in Tweet in G2:
[583] gt,gt [569] #ai,#machinelearning [519] #datascience,#ai [483] #bigdata,#datascience [459] #bigdata,#analytics [424] #iot,#iiot [423] data,science [393] #datascience,#machinelearning [338] #analytics,#datascience [322] #serverless,#datascientist Top Word Pairs in Tweet in G3:
[282] gt,gt [217] #datascience,#ai [214] #datascience,#bigdata [214] #artificialintelligence,#machinelearning [206] #machinelearning,#datascience [190] #bigdata,#analytics [183] #deeplearning,#datascience [182] #machinelearning,#bigdata [171] #machinelearning,#deeplearning [169] #ml,#mi Top Word Pairs in Tweet in G4:
[400] data,science [148] #datascience,#ad [135] #machinelearning,#deeplearning [130] #datascience,#bigdata [126] #artificialintelligence,#machinelearning [104] machine,learning [89] #marketing,#business [87] #deeplearning,#datascience [87] #rock,#pop [71] #bigdata,#datascience Top Word Pairs in Tweet in G5:
[76] data,science [63] #analytics,#datascience [61] #datascience,#machinelearning [58] #datascience,#ai [56] #ai,#datascience [55] gt,gt [44] #iot,#analytics [38] #datascience,#iot [38] data,scientists [37] asked,statistician Top Word Pairs in Tweet in G6:
[44] data,science [31] #machinelearning,#datascience [26] #ai,#machinelearning [24] #datascience,#ai [23] #machinelearning,#deeplearning [19] #datascience,#machinelearning [14] machine,learning [14] #deeplearning,#analytics [13] #ai,#datascience [12] big,data Top Word Pairs in Tweet in G7:
[227] #rstats,#datascience [28] patchwork,package [28] package,goes [28] goes,nerd [28] nerd,viral [28] viral,co [28] co,egsmuujrxc [28] egsmuujrxc,#rstats [28] need,know [28] know,correspondence Top Word Pairs in Tweet in G8:
[64] #artificialintelligence,#ai [63] #ai,#machinelearning [40] #machinelearning,#deeplearning [38] gt,gt [37] #machinelearning,#datascience [34] #bigdata,#machinelearning [34] #datascience,#ai [32] #datascience,#machinelearning [32] #bigdata,#datascience [29] #machinelearning,#artificialintelligence Top Word Pairs in Tweet in G9:
[10] ready,#datascience [10] #datascience,#deltalake [9] data,science [9] data,scientists [9] #datascience,#machinelearning [8] getting,data [8] data,ready [8] hubbucket,hubbasedb [8] hubanalytics1,hubanalysis1 [8] #ml,solutions Top Word Pairs in Tweet in G10:
[73] #datascience,#machinelearning [55] read,more [55] #ai,#datascience [51] #machinelearning,#bigdata [50] #artificialintelligence,#ai [50] #artificialintelligence,#machinelearning [49] artificial,intelligence [49] more,#artificialintelligence [49] #bigdata,#datascience [48] #bigdata,#deeplearning Top Replied-To in Entire Graph:
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Top Replied-To in G10:
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: