The graph represents a network of 4,938 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 3/10/2023 5:00:35 PM. The network was obtained from Twitter on Sunday, 12 March 2023 at 00:45 UTC.
The tweets in the network were tweeted over the 1228-day, 11-hour, 53-minute period from Tuesday, 29 October 2019 at 12:58 UTC to Saturday, 11 March 2023 at 00:52 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 : 4938
Unique Edges : 2905
Edges With Duplicates : 9338
Total Edges : 12243
Number of Edge Types : 9
Quote : 379
MentionsInQuote : 177
Retweet : 2841
MentionsInRetweet : 3757
Replies to : 1044
MentionsInReplyTo : 2195
Mentions : 384
Tweet : 1406
MentionsInQuoteReply : 60
Self-Loops : 1619
Reciprocated Vertex Pair Ratio : 0.0215801676475834
Reciprocated Edge Ratio : 0.0422486033519553
Connected Components : 846
Single-Vertex Connected Components : 429
Maximum Vertices in a Connected Component : 2775
Maximum Edges in a Connected Component : 7938
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 6.242676
Graph Density : 0.00023495722080392
Modularity : 0.473961
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 4,938 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 3/10/2023 5:00:35 PM. The network was obtained from Twitter on Sunday, 12 March 2023 at 00:45 UTC.
The tweets in the network were tweeted over the 1228-day, 11-hour, 53-minute period from Tuesday, 29 October 2019 at 12:58 UTC to Saturday, 11 March 2023 at 00:52 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:
[457] #stopasianhate,#stopaapihate [398] against,asians [309] anti,asian [225] crimes,against [214] asian,crime [210] people,alone [210] leave,those [210] highest,rate [210] alone,dammit [210] blacks,highest Top Word Pairs in Tweet in G1:
[197] #stopasianhatecrimes,#stopasianhate [167] #stopasianhate,#stopaapihate [158] #stopaapihate,#bannon [155] #bannon,#drlimengyan1 [151] #limengyan,#yanlimeng [109] #郭文贵,#stopasianhate [90] #drlimengyan1,#闫丽梦 [90] #闫丽梦,#郭文贵 [90] #郭文贵,#limengyan [74] #stopasianhate,#stopasianhatecrimes Top Word Pairs in Tweet in G2:
[208] asian,crime [155] stop,asian [154] asian,asian [145] model,minority [135] firstthemnews,model [117] #metoo,#asianlivesmatter [111] being,charged [110] #asiancrimereport,#stopasianhate [104] #asianlivesmatter,#asiancrimereport [102] jacqueline,ma Top Word Pairs in Tweet in G3:
[316] against,asians [208] those,people [208] highest,rate [208] more,race [208] crimes,against [208] asians,more [208] race,leave [208] people,alone [208] alone,dammit [208] leave,those Top Word Pairs in Tweet in G4:
[58] anti,asian [48] asian,attack [48] attack,york [47] safe,asian [47] another,racist [47] america,sucks [47] very,depressing [47] asian,america [47] york,safe [47] sucks,very Top Word Pairs in Tweet in G5:
[166] anti,asian [157] threw,water [150] ugly,asian [150] man,walking [149] asian,slur [149] yelled,anti [148] slur,threw [148] woman,24yo [148] 24yo,man [148] water,44yo Top Word Pairs in Tweet in G6:
[97] prime,minister [96] #markham,#mkmpoli [96] trudeau,scoopercooper [96] letter,prime [96] scoopercooper,robertfife [96] minister,trudeau [96] glen_mcgregor,#markham [96] open,letter [93] read,open [93] please,read Top Word Pairs in Tweet in G7:
[19] rep,lance [19] lance,gooden [17] 11,#stopasianhate [17] march,11 [17] join,saturday [17] saturday,march [16] teamfly4texas,join [15] anti,asian [14] unconstitutional,legislations [14] legislations,being Top Word Pairs in Tweet in G8:
[35] public,hearing [35] hearing,thursday [35] #88thtexaslegislativesession,reaching [35] urgent,#sb147 [35] thursday,march [35] march,2nd [35] reaching,public [35] 2nd,00 [35] #sb147,#88thtexaslegislativesession [34] woorijuntostx,urgent Top Word Pairs in Tweet in G9:
[14] mrandyngo,#stopasianhate [13] mrandyngo,houstonpolice [8] houstonpolice,#stopasianhate [6] asian,hate [6] against,asians [5] nypost,#stopasianhate [4] hate,crimes [4] black,people [4] anti,asian [4] asian,crime Top Word Pairs in Tweet in G10:
[8] first,hearing [7] two,protesters [7] protesters,holding [7] hearing,china [7] china,committee [7] fight,back [7] #chinaisnotourenemy,#stopasianhate [7] back,against [7] taxpayer,dollars [7] approval,rating Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: