The graph represents a network of 2,200 Twitter users whose recent tweets contained "datacommunitydc", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/6/2023 5:00:36 PM. The network was obtained from Twitter on Tuesday, 07 March 2023 at 07:05 UTC.
The tweets in the network were tweeted over the 2987-day, 18-hour, 4-minute period from Tuesday, 16 December 2014 at 14:20 UTC to Monday, 20 February 2023 at 08:25 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
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 : 2200
Unique Edges : 3345
Edges With Duplicates : 13937
Total Edges : 17282
Number of Edge Types : 9
Retweet : 2352
MentionsInRetweet : 5661
Mentions : 6301
Quote : 223
MentionsInQuote : 400
Tweet : 451
MentionsInReplyTo : 1443
Replies to : 439
MentionsInQuoteReply : 12
Self-Loops : 2208
Reciprocated Vertex Pair Ratio : 0.0821102737009123
Reciprocated Edge Ratio : 0.151759530791789
Connected Components : 46
Single-Vertex Connected Components : 39
Maximum Vertices in a Connected Component : 2138
Maximum Edges in a Connected Component : 17208
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.816906
Graph Density : 0.00112778535698045
Modularity : 0.197917
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 2,200 Twitter users whose recent tweets contained "datacommunitydc", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/6/2023 5:00:36 PM. The network was obtained from Twitter on Tuesday, 07 March 2023 at 07:05 UTC.
The tweets in the network were tweeted over the 2987-day, 18-hour, 4-minute period from Tuesday, 16 December 2014 at 14:20 UTC to Monday, 20 February 2023 at 08:25 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
Graph Term : datacommunitydc
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:
[524] datacommunitydc,datacommunitydc [312] data,science [236] datacommunitydc,#dcdatacon [191] data,community [172] community,dc [152] datasciencedc,datacommunitydc [145] #rstatsdc,#datadc [138] machine,learning [131] #rstats,#rstatsdc [106] datacommunitydc,datasciencedc Top Word Pairs in Tweet in G1:
[501] datacommunitydc,datacommunitydc [150] data,community [142] community,dc [105] data,science [102] datacommunitydc,#dcdatacon [81] datacommunitydc,craigparisot [77] datacommunitydc,atallc [75] dc,md [73] dc,newsletter [66] #datadc,insidebigdata Top Word Pairs in Tweet in G2:
[39] data,science [35] datasciencedc,datacommunitydc [33] machine,learning [32] #datadc,medium [27] datalensdc,datacommunitydc [27] #datadc,insidebigdata [26] #rstatsdc,#datadc [21] data,scientists [21] #rstats,#rstatsdc [20] #datadc,datasciencedc Top Word Pairs in Tweet in G3:
[104] data,science [100] datasciencedc,datacommunitydc [95] #rstatsdc,#datadc [90] #rstats,#rstatsdc [74] datacommunitydc,datasciencedc [57] #datadc,datasciencedc [52] seanmgonzalez,thos_jones [45] science,dc [39] #rstatsdc,#rstats [36] #datadc,datacommunitydc Top Word Pairs in Tweet in G4:
[111] datacommunitydc,#dcdatacon [43] #fullstack,#datascience [40] #bigdata,#datascience [37] novadatascience,datacommunitydc [36] data,science [28] #dcdatacon,oct [27] #dcdatacon,2018 [24] #cdo,panel [23] kirkdborne,boozallen [22] panel,datacommunitydc Top Word Pairs in Tweet in G5:
[30] datacommunitydc,nodexl [26] discdiver,cjsaysthis [26] sorishapragyan,discdiver [24] #usa,#canada [23] top,hashtags [22] this0499154500,allitorban [22] datacommunitydc,sorishapragyan [20] #dataweekdc,#datascience [19] #va,#usa [19] sorishapragyan,reginaoak Top Word Pairs in Tweet in G6:
[7] codefordc,datacommunitydc [6] datacommunitydc,datavizdc [6] use,data [6] datacommunitydc,datakinddc [6] datavizdc,datacommunitydc [5] datavizsociety,datavizdc [5] data,racist [4] amazing,talk [4] datassist,use [4] datacommunitydc,tonight Top Word Pairs in Tweet in G7:
[30] datasf,harvardash [23] algorithm,toolkit [23] harvardash,datacommunitydc [22] #govex,datasf [20] gov_ex,datasf [18] datasf,datacommunitydc [17] data,good [17] good,exchange [14] decision,making [13] automated,decision Top Word Pairs in Tweet in G8:
[26] update,thanks [26] latest,city8 [26] city8,update [10] datacommunitydc,#cities [7] thanks,datacommunitydc [6] #cities,#travel [4] #cities,#wmata [3] #cities,#architecture [3] #cities,#urban [2] thanks,faizsays Top Word Pairs in Tweet in G9:
[6] recommendation,engine [5] data,community [5] community,dc [4] data,science [3] big,data [3] mega,meta [3] meta,tutorial [3] data,data [3] resolution,big [3] build,recommendation Top Word Pairs in Tweet in G10:
[5] jhucarey,johnshopkins [5] jhu_hbhi,jhunursing [5] johnshopkins,jhu_hbhi [4] poetsandquants,jhucarey [3] datacommunitydc,wjz [3] wsj,jhucompsci [2] held,first [2] jhunursing,wsj [2] way,go [2] wjz,baltimoresun Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G4:
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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:
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:
Top Tweeters in G4:
Top Tweeters in G5:
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Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: