The graph represents a network of 12,322 Twitter users whose recent tweets contained "#VaccinesWork until:2019-04-24", 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 Monday, 29 April 2019 at 05:59 UTC.
The tweets in the network were tweeted over the 3-day, 22-hour, 42-minute period from Saturday, 20 April 2019 at 01:16 UTC to Tuesday, 23 April 2019 at 23:59 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 : 12322
Unique Edges : 23389
Edges With Duplicates : 8095
Total Edges : 31484
Self-Loops : 2356
Reciprocated Vertex Pair Ratio : 0.0151219309542603
Reciprocated Edge Ratio : 0.0297933292408431
Connected Components : 980
Single-Vertex Connected Components : 648
Maximum Vertices in a Connected Component : 10496
Maximum Edges in a Connected Component : 29420
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.385928
Graph Density : 0.000160947850643714
Modularity : 0.6453
NodeXL Version : 1.0.1.411
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1252] inmunidad,grupo [1252] grupo,#vaccineswork [1206] #vaccineswork,luciapediatra [1205] epidemia,sarampión [1203] sarampión,madres [1203] madres,comparten [1203] comparten,fotos [1203] fotos,terribles [1203] terribles,efectos [1203] efectos,sus Top Word Pairs in Tweet in G1:
[612] preventable,diseases [576] vaccine,preventable [454] immunization,week [440] cervical,cancer [434] world,immunization [396] pneumonia,polio [395] yellow,fever [385] rubella,tetanus [384] mumps,pertussis [380] japanese,encephalitis Top Word Pairs in Tweet in G2:
[1175] inmunidad,grupo [1175] grupo,#vaccineswork [1172] epidemia,sarampión [1172] sarampión,madres [1172] madres,comparten [1172] comparten,fotos [1172] fotos,terribles [1172] terribles,efectos [1172] efectos,sus [1172] sus,bebés Top Word Pairs in Tweet in G3:
[352] centuries,women [352] women,helped [352] helped,lay [352] lay,groundwork [352] groundwork,modern [352] modern,immunization [352] immunization,today [352] today,recognize [352] recognize,those [352] those,saved Top Word Pairs in Tweet in G4:
[443] #vaccineswork,unicef [330] #bts,bts_twt [324] unicef,#bts [316] trẻ,em [315] châu,phi [306] cùng,trend [305] vắc,xin [303] em,châu [302] phi,được [302] được,tiêm Top Word Pairs in Tweet in G5:
[284] social,media [279] bill,melinda [279] melinda,gates [279] gates,foundation [279] hashtag,#vaccineswork [277] using,hashtag [268] month,april [249] foundation,contribute [249] contribute,us1 [249] us1,unicef Top Word Pairs in Tweet in G6:
[154] immunization,week [137] #vaccineswork,#vaccinehero [136] clean,water [135] #worldimmunizationweek,remember [135] remember,1 [135] 1,clean [135] water,nothing [135] nothing,saves [135] saves,more [135] more,lives Top Word Pairs in Tweet in G7:
[37] #vaccineswork,#vaccinessavelives [27] #vaccines,#vaccineswork [20] #vaccineswork,campaign [19] immunization,week [18] world,immunization [15] unicef,launch [15] launch,#vaccineswork [14] save,lives [11] #vaccinessavelives,#vaccineswork [11] #vaccineswork,#vaccination Top Word Pairs in Tweet in G8:
[197] potus,realdonaldtrump [197] realdonaldtrump,flotus [197] flotus,ivankatrump [197] ivankatrump,robertkennedyjr [196] #vaccineswork,allegedly [196] allegedly,safe [196] safe,#vaccine [196] #vaccine,manufacturers [196] manufacturers,immune [196] immune,lawsuits Top Word Pairs in Tweet in G9:
[109] #endpolio,#vaccineswork [80] millions,children [71] best,luck [71] luck,pakistan [71] pakistan,tomorrow [71] tomorrow,country [71] country,kicks [71] kicks,polio [71] polio,immunization [71] immunization,campaign Top Word Pairs in Tweet in G10:
[134] bill,melinda [134] melinda,gates [134] gates,foundation [134] foundation,contribute [134] contribute,us1 [134] us1,unicef [134] unicef,share [134] share,social [134] social,media [134] media,posts Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G8:
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:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: