The graph represents a network of 4,561 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 2/10/2023 5:00:35 PM. The network was obtained from Twitter on Sunday, 12 February 2023 at 00:44 UTC.
The tweets in the network were tweeted over the 720-day, 4-hour, 18-minute period from Saturday, 20 February 2021 at 20:40 UTC to Saturday, 11 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 : 4561
Unique Edges : 1994
Edges With Duplicates : 9472
Total Edges : 11466
Number of Edge Types : 9
Retweet : 3563
MentionsInRetweet : 4148
Replies to : 706
MentionsInReplyTo : 1221
Tweet : 922
MentionsInQuote : 154
Quote : 297
Mentions : 366
MentionsInQuoteReply : 89
Self-Loops : 1161
Reciprocated Vertex Pair Ratio : 0.0235294117647059
Reciprocated Edge Ratio : 0.0459770114942529
Connected Components : 649
Single-Vertex Connected Components : 248
Maximum Vertices in a Connected Component : 2626
Maximum Edges in a Connected Component : 7626
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 4.534286
Graph Density : 0.000238434553825915
Modularity : 0.422644
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 4,561 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 2/10/2023 5:00:35 PM. The network was obtained from Twitter on Sunday, 12 February 2023 at 00:44 UTC.
The tweets in the network were tweeted over the 720-day, 4-hour, 18-minute period from Saturday, 20 February 2021 at 20:40 UTC to Saturday, 11 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:
[1331] stop,asian [956] asian,asian [946] asian,crime [925] #asianlivesmatter,#asiancrimereport [746] firstthemnews,protect [662] #stopasianhate,#stopaapihate [602] model,minority [578] asian,women [536] #asiancrimereport,#stopasianhate [531] women,stop Top Word Pairs in Tweet in G1:
[1268] stop,asian [914] asian,asian [912] asian,crime [892] #asianlivesmatter,#asiancrimereport [705] firstthemnews,protect [561] model,minority [552] asian,women [528] #stopasianhate,#stopaapihate [520] #asiancrimereport,#stopasianhate [515] women,stop Top Word Pairs in Tweet in G2:
[148] punches,knocks [148] unknown,front [148] 2023,thug [148] sucker,punches [148] man,78 [148] thug,sucker [148] ethnicity,unknown [148] elderly,man [148] #usa,#pennsylvania [148] #pennsylvania,2023 Top Word Pairs in Tweet in G3:
[56] #stopasianhatecrimes,#stopasianhate [52] #郭文贵,#stopasianhate [48] #uscis,#郭文贵 [36] #stopasianhate,#stopaapihate [34] #stopasianhate,#郭文贵 [29] #muscleman,#bodybuilding [29] #inspiredbyyou,#stopasianhate [29] #bodybuilding,#inspiredbyyou [29] #stopaapihate,#bannon [29] #muscles,#muscleman Top Word Pairs in Tweet in G4:
[155] san,francisco [150] back,country [150] slurs,san [150] asians,40 [150] calls,asian [150] woman,racial [150] go,back [150] asian,woman [150] francisco,tells [150] tells,go Top Word Pairs in Tweet in G5:
[38] asian,american [31] help,spread [30] please,help [30] #sb147,#sb552 [29] first,asian [28] bad,forgot [28] wreaths,th [28] laying,wreaths [28] vp,don [28] american,vp Top Word Pairs in Tweet in G6:
[107] tweeting,racist [106] #stopasianhate,tweeting [106] continuously,preaching [106] racist,remarks [106] others,show [106] fandom,continuously [106] preaching,#stopasianhate [106] remarks,others [105] show,mu [105] roseyarticles,fandom Top Word Pairs in Tweet in G7:
[41] #stopasianhate,el_hormiguero [31] pablo,motos [24] #pablo_motos,#el_hormiguero [20] el_hormiguero,#pablo_motos [18] condenamos,comentario [18] ambos,igual [18] seamos,sinceros [18] menospreciar,ahí [18] ahí,el_hormiguero [18] friki,flipy Top Word Pairs in Tweet in G8:
[25] chinese,vietnamese [25] vietnamese,arabic [25] #stopasianhate,#lunarnewyear [23] #aapi,community [19] large,#aapi [16] #houston,large [16] arabic,#houston [13] community,#stopasianhate [11] weather,info [10] lifesaving,weather Top Word Pairs in Tweet in G9:
[7] asian,hate [5] hate,#stopasianhate [5] #stop,asian [5] #jacksonwang,jacksonwang852 [5] spread,truth [5] #protectjacksonwang,#weloveyoujackson [5] #stopaapihate,#bannon [5] #bannon,#drlimengyan1 [5] #genocidegames,#stop [5] #stopasianhatecrimes,#stopasianhate Top Word Pairs in Tweet in G10:
[21] elderly,asians [20] asians,#stopasianhate [13] assaulting,elderly [12] black,people [11] stop,assaulting [9] clownworld_,#stopasianhate [8] tell,black [6] black,friends [6] #stopasianhate,#stopaapihate [6] gunned,down Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
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Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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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:
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Top Tweeters in G9:
Top Tweeters in G10: