The graph represents a network of 9,057 Twitter users whose recent tweets contained "#PublicHealth", 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 Friday, 09 August 2019 at 02:36 UTC.
The tweets in the network were tweeted over the 9-day, 1-hour, 27-minute period from Wednesday, 31 July 2019 at 00:22 UTC to Friday, 09 August 2019 at 01:50 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 : 9057
Unique Edges : 21083
Edges With Duplicates : 3085
Total Edges : 24168
Self-Loops : 1905
Reciprocated Vertex Pair Ratio : 0.0252979097479977
Reciprocated Edge Ratio : 0.0493474325997904
Connected Components : 1245
Single-Vertex Connected Components : 565
Maximum Vertices in a Connected Component : 5713
Maximum Edges in a Connected Component : 19178
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 6.290019
Graph Density : 0.000255961361319418
Modularity : 0.73236
NodeXL Version : 1.0.1.418
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[666] public,health [607] learn,more [548] awareness,month [546] immunization,awareness [499] powerful,#publichealth [498] one,powerful [498] #publichealth,tools [496] spread,word [496] loved,ones [495] august,nat Top Word Pairs in Tweet in G1:
[111] #publichealth,approach [102] #gunviolence,#publichealth [73] #publichealth,crisis [64] #publichealth,issue [61] morning,tune [61] tune,cbssunday [61] cbssunday,see [61] see,meganranney [61] meganranney,stewartr84 [61] stewartr84,others Top Word Pairs in Tweet in G2:
[423] #economics,#alzheimers [423] #alzheimers,disease [423] disease,#dementia [423] #dementia,tip [423] tip,iceberg [423] iceberg,reneecfattah [423] reneecfattah,#publichealth [423] #publichealth,stephenfry [423] stephenfry,richardbranson [423] richardbranson,david_cameron Top Word Pairs in Tweet in G3:
[61] public,health [22] #publichealth,crisis [18] #health,#publichealth [18] #publichealth,#mentalhealth [16] #gunviolence,#publichealth [15] #publichealth,#healthcare [15] #ncfads,#summerschool [15] #summerschool,#substancemisuse [15] #substancemisuse,#publichealth [15] #mentalhealth,#treatment Top Word Pairs in Tweet in G4:
[500] immunization,awareness [500] awareness,month [467] one,powerful [467] powerful,#publichealth [467] #publichealth,tools [464] august,nat [464] nat,l [464] l,immunization [464] month,better [464] better,time Top Word Pairs in Tweet in G5:
[44] public,health [37] publichealth,amjpublichealth [35] #publichealth,#academictwitter [34] looking,#postdoc [34] #postdoc,come [34] come,join [34] join,jhubiostat [34] jhubiostat,johnshopkinssph [34] johnshopkinssph,collab [34] collab,w Top Word Pairs in Tweet in G6:
[25] learn,more [24] public,health [24] hear,dynamic [24] dynamic,#physician [24] #physician,#scientist [24] #scientist,#publichealth [24] #publichealth,activist [24] activist,monahannaa [24] monahannaa,helped [24] helped,uncover Top Word Pairs in Tweet in G7:
[37] public,health [31] looking,forward [31] starting,specialty [31] improving,health [28] best,luck [28] luck,congratulations [28] congratulations,starting [28] specialty,training [28] training,#publichealth [28] #publichealth,month Top Word Pairs in Tweet in G8:
[111] special,issue [57] use,social [57] social,media [57] media,within [57] within,#publichealth [52] public,health [43] guest,editing [43] editing,special [43] hope,submit [40] issue,jvalaball Top Word Pairs in Tweet in G9:
[186] mining,research [186] research,group [186] group,launch [186] launch,ad [186] ad,blitz [186] blitz,make [186] make,aussies [186] aussies,'feel [186] 'feel,proud [186] proud,coal' Top Word Pairs in Tweet in G10:
[122] #publichealth,#obesity [120] written,aspect [120] aspect,health [120] health,hate [120] hate,crime [120] crime,shouting [120] shouting,maybe [120] maybe,care [120] care,very [120] very,angry Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: