The graph represents a network of 13,068 Twitter users whose recent tweets contained "Twitter API (research OR academic OR academics)", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 200,000 tweets, tweeted between 10/1/2022 6:44:40 PM and 3/6/2023 6:44:40 PM. The network was obtained from Twitter on Monday, 06 March 2023 at 18:17 UTC.
The tweets in the network were tweeted over the 2995-day, 22-hour, 42-minute period from Monday, 22 December 2014 at 19:01 UTC to Monday, 06 March 2023 at 17:44 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 : 13068
Unique Edges : 6603
Edges With Duplicates : 53291
Total Edges : 59894
Number of Edge Types : 9
MentionsInReplyTo : 4370
Replies to : 2778
Retweet : 18570
MentionsInRetweet : 21800
Tweet : 8827
Mentions : 2427
Quote : 776
MentionsInQuote : 197
MentionsInQuoteReply : 149
Self-Loops : 15808
Reciprocated Vertex Pair Ratio : 0.0139940207365944
Reciprocated Edge Ratio : 0.0276017815695377
Connected Components : 1435
Single-Vertex Connected Components : 879
Maximum Vertices in a Connected Component : 7333
Maximum Edges in a Connected Component : 26160
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 6.221496
Graph Density : 9.33534870516998E-05
Modularity : 0.27377
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 13,068 Twitter users whose recent tweets contained "Twitter API (research OR academic OR academics)", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 200,000 tweets, tweeted between 10/1/2022 6:44:40 PM and 3/6/2023 6:44:40 PM. The network was obtained from Twitter on Monday, 06 March 2023 at 18:17 UTC.
The tweets in the network were tweeted over the 2995-day, 22-hour, 42-minute period from Monday, 22 December 2014 at 19:01 UTC to Monday, 06 March 2023 at 17:44 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 : Twitter API (research OR academic OR academics)
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 : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[2881] ace,academics [2328] available,reliable [2327] experts,available [2303] research,paper [2279] reliable,ace [2201] premiumwriters8,experts [2142] gmail,whatsapp [2076] #dissertation,#exams [2005] #exams,#thesis [1990] dm,email Top Word Pairs in Tweet in G1:
[439] twitter,api [290] public,interest [284] free,api [280] academic,api [252] api,access [206] interest,projects [188] twitter's,decision [188] severely,disrupt [170] access,free [168] decision,revoke Top Word Pairs in Tweet in G2:
[237] high,grade [234] asx,announcement [227] pleased,announce [187] quarterly,recap [169] quarterly,report [154] quarterly,activities [148] activities,report [145] read,more [138] december,2022 [110] pleased,provide Top Word Pairs in Tweet in G3:
[231] essay,pay [216] pay,paper [195] pay,essay [165] due,pay [160] pay,history [157] pay,research [152] research,paper [147] paper,due [144] essay,due [143] pay,biology Top Word Pairs in Tweet in G4:
[847] taxes,accounting [847] available,audit [847] others,looking [847] financeworkmate,specialized [847] expert,taxes [847] looking,forward [847] management,economics [847] audit,financial [847] academic,journey [847] economics,others Top Word Pairs in Tweet in G5:
[447] twitter,api [332] commercial,projects [331] free,twitter [329] work,non [329] projects,use [329] non,commercial [329] api,anymore [329] week,free [329] stop,work [329] anymore,result Top Word Pairs in Tweet in G6:
[421] social,media [414] media,research [412] research,community [411] community,twitter [411] truely,end [411] twitter,'ll [411] 'll,charging [411] sad,news [411] very,sad [411] end,very Top Word Pairs in Tweet in G7:
[490] 一样,能用聊天方式 [490] 模糊地检索和查询资料的,ai [490] 独立知识库,作者是产品设计师 [490] 知识库,我看了一下 [490] 能用聊天方式,模糊地检索和查询资料的 [490] api,把自己的用户研究资料传统数据库 [490] 用,gpt [490] 借助,gpt [490] 建立个人,独立知识库 [490] 变成了像,chatgpt Top Word Pairs in Tweet in G8:
[410] way,destroy [410] blocklists,automated [410] site,make [410] make,unusable [410] allows,easy [410] bot,accounts [410] destroy,site [410] unusable,api [410] api,allows [410] access,blocklists Top Word Pairs in Tweet in G9:
[690] much,less [345] less,accountable [345] transparent,much [345] vulnerable,manipulation [345] less,transparent [345] making,twitter [345] twitter,much [345] accountable,thus [345] musk,making [345] manipulation,many Top Word Pairs in Tweet in G10:
[120] koni,pepitothecat [68] 課金方法は2,13に以下で告知予定 [68] twitterからメールでtwitter,api有料化の件の続報が来た [68] pepitothecat,twitterからメールでtwitter [68] api有料化の件の続報が来た,新情報は以下 [68] basicアクセス,100 [68] 低レベルapiアクセスとads,api [68] 100,低レベルapiアクセスとads [68] 新情報は以下,basicアクセス [68] api,課金方法は2 Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G6:
Top Replied-To in G8:
Top Replied-To in G9:
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:
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Top Mentioned in G7:
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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: