The graph represents a network of 19,663 Twitter users whose recent tweets contained "hashtag", 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 Saturday, 13 June 2020 at 18:22 UTC.
The tweets in the network were tweeted over the 1-hour, 56-minute period from Saturday, 13 June 2020 at 16:07 UTC to Saturday, 13 June 2020 at 18:04 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 : 19663
Unique Edges : 23825
Edges With Duplicates : 4250
Total Edges : 28075
Number of Edge Types : 5
Retweet : 14889
Tweet : 2520
MentionsInRetweet : 5158
Mentions : 3602
Replies to : 1906
Self-Loops : 2602
Reciprocated Vertex Pair Ratio : 0.00894748216987249
Reciprocated Edge Ratio : 0.0177362693856568
Connected Components : 2954
Single-Vertex Connected Components : 962
Maximum Vertices in a Connected Component : 4304
Maximum Edges in a Connected Component : 5867
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 5.604582
Graph Density : 6.03754796135036E-05
Modularity : 0.843136
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 19,663 Twitter users whose recent tweets contained "hashtag", 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 Saturday, 13 June 2020 at 18:22 UTC.
The tweets in the network were tweeted over the 1-hour, 56-minute period from Saturday, 13 June 2020 at 16:07 UTC to Saturday, 13 June 2020 at 18:04 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 : hashtag
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 G2:
[1621] peaceful,protest [1022] protest,held [919] held,today [882] today,young [793] young,black [772] black,man [757] man,palmdale [757] palmdale,ca [757] ca,found [757] found,dead Top Word Pairs in Tweet in G3:
[1451] #freemena,#freemena [1451] use,hashtag [1451] hashtag,trending [1451] z3,coming [1451] coming,z3 [1451] social,media [1451] using,hashtag [1451] hashtag,#topenews [1451] bill,gates [1451] watch,dmd Top Word Pairs in Tweet in G4:
[47] hashtag,#7toeternitywithbts [44] romper,récord [22] usando,hashtag [20] sigamos,usando [18] army,urgente [17] urgente,sigamos [15] #7toeternitywithbts,falta [13] falta,romper [11] récord,quedan [11] quedan,unas Top Word Pairs in Tweet in G5:
[268] #sweet_tzuyu_day,#쯔윗한_우리막동생일 [238] #happytzuyuday,#sweet_tzuyu_day [166] #쯔윗한_우리막동생일,jypetwice [155] hashtag,#happytzuyuday [153] 生日快乐,周子瑜 [153] 周子瑜,reply [153] reply,favorite [153] favorite,tzuyu [153] tzuyu,photo [153] photo,remember Top Word Pairs in Tweet in G6:
[407] #nigeriansmustfall,hashtag [404] tired,distance [360] distance,selves [239] selves,reactionary [231] reactionary,openly [231] openly,xenophobic [231] xenophobic,content [231] content,#nigeriansmustfall [231] hashtag,afro [231] afro,phobic Top Word Pairs in Tweet in G7:
[229] isso,pode [223] uma,hashtag [223] liberdade,expressão [223] henry,bugalho [223] bugalho,escreveu [223] escreveu,livro [223] livro,presidente [223] presidente,minha [223] minha,especialiadade [223] especialiadade,matar Top Word Pairs in Tweet in G8:
[144] suburban,women [89] white,women [74] launching,hashtag [72] hashtag,suburban [72] women,against [72] against,trump [72] trump,#swat [72] #swat,everyone [72] everyone,welcome [72] welcome,including Top Word Pairs in Tweet in G9:
[394] hanging,tree [200] police,officers [199] officers,responsible [197] responsible,#breonnataylor [197] #breonnataylor,murder [197] murder,still [197] still,arrested [197] arrested,#robertfuller [197] #robertfuller,found [197] found,hanging Top Word Pairs in Tweet in G10:
[317] hashtag,challenge [311] purple,taehyung [311] round,unlock [311] unlock,soon [311] soon,possible [311] rts,reply [311] times,#v [311] reply,purple [311] taehyung,times [311] omg,y'all 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 G7:
Top Replied-To in G8:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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: