The graph represents a network of 2,202 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 1/16/2023 5:00:34 PM. The network was obtained from Twitter on Tuesday, 17 January 2023 at 07:05 UTC.
The tweets in the network were tweeted over the 2940-day, 23-hour, 10-minute period from Tuesday, 16 December 2014 at 14:20 UTC to Wednesday, 04 January 2023 at 13:30 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 : 2202
Unique Edges : 3337
Edges With Duplicates : 14000
Total Edges : 17337
Number of Edge Types : 9
Retweet : 2355
MentionsInRetweet : 5703
Mentions : 6297
Quote : 222
MentionsInQuote : 398
Tweet : 449
MentionsInReplyTo : 1457
Replies to : 444
MentionsInQuoteReply : 12
Self-Loops : 2207
Reciprocated Vertex Pair Ratio : 0.0823762376237624
Reciprocated Edge Ratio : 0.152213684595682
Connected Components : 46
Single-Vertex Connected Components : 39
Maximum Vertices in a Connected Component : 2140
Maximum Edges in a Connected Component : 17263
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.816046
Graph Density : 0.00112780046721394
Modularity : 0.198751
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 2,202 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 1/16/2023 5:00:34 PM. The network was obtained from Twitter on Tuesday, 17 January 2023 at 07:05 UTC.
The tweets in the network were tweeted over the 2940-day, 23-hour, 10-minute period from Tuesday, 16 December 2014 at 14:20 UTC to Wednesday, 04 January 2023 at 13:30 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 [309] data,science [236] datacommunitydc,#dcdatacon [191] data,community [172] community,dc [151] datasciencedc,datacommunitydc [147] #rstatsdc,#datadc [138] machine,learning [133] #rstats,#rstatsdc [108] datacommunitydc,datasciencedc Top Word Pairs in Tweet in G1:
[501] datacommunitydc,datacommunitydc [150] data,community [142] community,dc [106] data,science [102] datacommunitydc,#dcdatacon [82] #datadc,insidebigdata [81] datacommunitydc,craigparisot [77] datacommunitydc,atallc [76] #datadc,medium [75] dc,md Top Word Pairs in Tweet in G2:
[37] data,science [34] datasciencedc,datacommunitydc [26] #rstatsdc,#datadc [26] datalensdc,datacommunitydc [21] data,scientists [21] machine,learning [21] #rstats,#rstatsdc [20] #datadc,datasciencedc [18] seanmgonzalez,datacommunitydc [17] datacommunitydc,datasciencedc Top Word Pairs in Tweet in G3:
[101] data,science [99] datasciencedc,datacommunitydc [97] #rstatsdc,#datadc [92] #rstats,#rstatsdc [76] datacommunitydc,datasciencedc [57] #datadc,datasciencedc [52] seanmgonzalez,thos_jones [43] science,dc [39] #rstatsdc,#rstats [37] #datadc,datacommunitydc Top Word Pairs in Tweet in G4:
[111] datacommunitydc,#dcdatacon [44] #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:
[29] datacommunitydc,nodexl [26] discdiver,cjsaysthis [26] sorishapragyan,discdiver [24] #usa,#canada [23] top,hashtags [22] this0499154500,allitorban [22] datacommunitydc,sorishapragyan [20] #dataweekdc,#datascience [19] reginaoak,gaytascience [19] datacommunitydc,this0499154500 Top Word Pairs in Tweet in G6:
[19] datavizdc,datacommunitydc [10] open,data [9] datacommunitydc,datavizdc [8] use,data [8] codefordc,datacommunitydc [6] altraud,datacommunitydc [6] datacommunitydc,jackiekazil [6] data,racist [6] datacommunitydc,datakinddc [6] datalensdc,google Top Word Pairs in Tweet in G7:
[33] datasf,harvardash [25] harvardash,datacommunitydc [24] algorithm,toolkit [24] #govex,datasf [22] gov_ex,datasf [19] datasf,datacommunitydc [18] data,good [18] 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] community,dc [5] data,community [4] data,science [3] data,data [3] meta,tutorial [3] mega,meta [3] build,recommendation [3] entity,resolution [3] resolution,big Top Word Pairs in Tweet in G10:
[5] jhucarey,johnshopkins [5] johnshopkins,jhu_hbhi [5] jhu_hbhi,jhunursing [4] poetsandquants,jhucarey [3] datacommunitydc,wjz [3] wsj,jhucompsci [2] saishopkins,youthmappers [2] super,job [2] youthmappers,group [2] occasion,snapped 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 G6:
Top Replied-To in G7:
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:
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:
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Top Tweeters in G9:
Top Tweeters in G10: