The graph represents a network of 4,772 Twitter users whose recent tweets contained "#StopAsianHate", 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 2/17/2023 5:00:36 PM. The network was obtained from Twitter on Sunday, 19 February 2023 at 00:43 UTC.
The tweets in the network were tweeted over the 2415-day, 11-hour, 8-minute period from Friday, 08 July 2016 at 13:49 UTC to Saturday, 18 February 2023 at 00:58 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 : 4772
Unique Edges : 2030
Edges With Duplicates : 9733
Total Edges : 11763
Number of Edge Types : 9
Retweet : 3706
MentionsInRetweet : 4343
Tweet : 793
Replies to : 699
MentionsInReplyTo : 1297
Mentions : 391
Quote : 296
MentionsInQuoteReply : 68
MentionsInQuote : 170
Self-Loops : 997
Reciprocated Vertex Pair Ratio : 0.020722433460076
Reciprocated Edge Ratio : 0.0406034643322779
Connected Components : 547
Single-Vertex Connected Components : 159
Maximum Vertices in a Connected Component : 3211
Maximum Edges in a Connected Component : 8749
Maximum Geodesic Distance (Diameter) : 24
Average Geodesic Distance : 5.359199
Graph Density : 0.000235821584127209
Modularity : 0.445661
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 4,772 Twitter users whose recent tweets contained "#StopAsianHate", 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 2/17/2023 5:00:36 PM. The network was obtained from Twitter on Sunday, 19 February 2023 at 00:43 UTC.
The tweets in the network were tweeted over the 2415-day, 11-hour, 8-minute period from Friday, 08 July 2016 at 13:49 UTC to Saturday, 18 February 2023 at 00:58 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 : #StopAsianHate
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:
[547] asian,american [533] american,community [488] defeating,silence [487] regularly,asians [487] incidents,happen [487] community,incidents [487] asians,cities [487] silence,asian [487] cities,today [487] happen,regularly Top Word Pairs in Tweet in G1:
[345] model,minority [315] firstthemnews,model [284] minority,report [268] stop,asian [267] asian,women [248] asian,crime [247] asian,asian [240] firstthemnews,protect [237] woman,stop [228] protect,asian Top Word Pairs in Tweet in G2:
[163] #stopasianhate,leaders [163] #antiwhite,haters [163] visibly,getting [163] haters,visibly [163] leaders,look [163] dao,calls [163] farce,astroturf [163] astroturf,#stopasianhate [163] calls,farce [163] look,#antiwhite Top Word Pairs in Tweet in G3:
[472] happen,regularly [472] asian,american [472] regularly,asians [472] cities,today [472] incidents,happen [472] community,incidents [472] silence,asian [472] asians,cities [472] defeating,silence [472] american,community Top Word Pairs in Tweet in G4:
[57] #sb147,#sb552 [46] american,community [45] chinese,american [38] houston,rally [35] help,spread [34] please,help [29] chinese,exclusion [27] sb147,sb552 [27] against,chinese [27] asian,americans Top Word Pairs in Tweet in G5:
[65] san,francisco [61] racial,slurs [61] go,back [61] asian,woman [60] tells,go [60] francisco,tells [60] woman,racial [60] asians,40 [60] calls,asian [60] country,asians Top Word Pairs in Tweet in G6:
[110] asian,women [104] sf,muni [104] chinese,bitches [104] eggs,reportedly [104] terrorizes,asian [104] throws,eggs [104] reportedly,calls [104] calls,stupid [104] bus,throws [104] stupid,chinese Top Word Pairs in Tweet in G7:
[11] #applemusic,#stopasianhate [11] asian,hate [11] #stopasianhate,#saveourstages [11] #stopasianhate,#stopasianhatecrimes [11] #twistedgraperadio,#internetradio [6] #stopasianhate,#stopdiscrimination [6] #indigenouslivesmatter,#defundthepolice [6] #killerbusiness,#stopasianhate [6] hate,crime [6] #climateneedschange,#educatethehate Top Word Pairs in Tweet in G8:
[133] vietnam,veteran [133] resister,tdaz12 [133] advocate,#stopasianhate [133] veteran,supports [133] marine,corps [133] corps,vietnam [133] supports,blm [133] tony,marine [133] blm,advocate [133] #stopasianhate,resister Top Word Pairs in Tweet in G9:
[6] #stopasianhate,#blacklivesmatter [5] partner,dspgaming [4] hey,#asianhate [4] white,supremacy [4] supremacy,woke [4] chinky,chang [4] aapi,character [4] woke,supremacy [4] chang,wang [4] activists,white Top Word Pairs in Tweet in G10:
[117] realitytvhottea,#stopasianhate [108] white,man [108] crime,happen [108] hate,crime [108] #stopasianhate,never [108] never,thought [108] thought,hate [108] looks,30s [108] man,looks [108] happen,white 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 G9:
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: