The graph represents a network of 1,392 Twitter users whose recent tweets contained "@JimMarous OR #JimMarous", 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 Tuesday, 20 July 2021 at 07:56 UTC.
The tweets in the network were tweeted over the 8-day, 6-hour, 9-minute period from Monday, 12 July 2021 at 01:20 UTC to Tuesday, 20 July 2021 at 07:29 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 : 1392
Unique Edges : 13286
Edges With Duplicates : 19948
Total Edges : 33234
Number of Edge Types : 5
MentionsInRetweet : 23784
Mentions : 6794
Replies to : 317
Retweet : 2338
Tweet : 1
Self-Loops : 54
Reciprocated Vertex Pair Ratio : 0.0573005342570305
Reciprocated Edge Ratio : 0.108390249319785
Connected Components : 1
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 1392
Maximum Edges in a Connected Component : 33234
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.363916
Graph Density : 0.00930086268871316
Modularity : 0.232514
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 1,392 Twitter users whose recent tweets contained "@JimMarous OR #JimMarous", 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 Tuesday, 20 July 2021 at 07:56 UTC.
The tweets in the network were tweeted over the 8-day, 6-hour, 9-minute period from Monday, 12 July 2021 at 01:20 UTC to Tuesday, 20 July 2021 at 07:29 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 : @JimMarous OR #JimMarous
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:
[656] spirosmargaris,jimmarous [515] sallyeaves,pierrepinna [445] #deeplearning,#datascience [439] #datascience,#fintech [412] leimer,spirosmargaris [399] spirosmargaris,betamoroney [397] psb_dc,efipm [393] brettking,leimer [386] betamoroney,jimmarous [384] efipm,brettking Top Word Pairs in Tweet in G1:
[336] leimer,spirosmargaris [335] spirosmargaris,betamoroney [333] psb_dc,efipm [325] brettking,leimer [325] betamoroney,jimmarous [320] efipm,brettking [265] #fintech,#cashlesschina [261] jimmarous,#fintech [61] #banking,#fintech [61] #fintech,#insurtech Top Word Pairs in Tweet in G2:
[209] spirosmargaris,jimmarous [126] #ai,#machinelearning [124] psb_dc,spirosmargaris [122] #fintech,#insurtech [119] jimmarous,jblefevre60 [107] jimmarous,spirosmargaris [107] #machinelearning,#deeplearning [101] jimmarous,psb_dc [97] sallyeaves,pierrepinna [89] #deeplearning,#datascience Top Word Pairs in Tweet in G3:
[402] spirosmargaris,jimmarous [391] sallyeaves,pierrepinna [332] #deeplearning,#datascience [329] #datascience,#fintech [266] jimmarous,xbond49 [265] pierrepinna,jblefevre60 [264] xbond49,sallyeaves [261] jblefevre60,shi4tech [240] #machinelearning,#deeplearning [240] nigewillson,gvalan Top Word Pairs in Tweet in G4:
[5] johnnosta,ianknowlson [5] ianknowlson,s_galimberti [5] s_galimberti,damien_cabadi [5] damien_cabadi,terence_mills [5] drknight42,jimmarous [5] jimmarous,enricomolinari [4] enricomolinari,modernimprint [3] fabriziobustama,farhadkaiser2 [3] terence_mills,drknight42 [3] modernimprint,fabriziobustama Top Word Pairs in Tweet in G5:
[10] 12,use [10] use,cases [10] cases,#ai [10] #ai,#machinelearning [10] #machinelearning,#finance [10] #finance,mitulmakadia [10] mitulmakadia,customerthink [10] customerthink,learn [10] learn,more [10] more,#bigdata Top Word Pairs in Tweet in G7:
[5] louiscolumbus,forbes [5] spirosmargaris,kalydeoo [5] kalydeoo,ym78200 [5] ym78200,3itcom [5] 3itcom,hitpol [5] hitpol,mallys_ [5] jblefevre60,psb_dc [5] psb_dc,deeplearn007 [5] deeplearn007,jimmarous [5] jimmarous,cgledhill Top Word Pairs in Tweet in G10:
[2] strategyfintech,ipfconline1 [2] ipfconline1,cioonline [2] cioonline,jimmarous Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G6:
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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:
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Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G5:
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Top Tweeters in G7:
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Top Tweeters in G9:
Top Tweeters in G10: