The graph represents a network of 16,007 Twitter users whose recent tweets contained "Twitter bot lang:en", 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 Friday, 29 July 2022 at 19:29 UTC.
The tweets in the network were tweeted over the 16-hour, 35-minute period from Friday, 29 July 2022 at 00:31 UTC to Friday, 29 July 2022 at 17:07 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 : 16007
Unique Edges : 19738
Edges With Duplicates : 14901
Total Edges : 34639
Number of Edge Types : 5
Retweet : 10235
Replies to : 2086
MentionsInRetweet : 5905
Mentions : 7577
Tweet : 8836
Self-Loops : 8917
Reciprocated Vertex Pair Ratio : 0.0145909867025405
Reciprocated Edge Ratio : 0.0287623030241216
Connected Components : 2703
Single-Vertex Connected Components : 1211
Maximum Vertices in a Connected Component : 3108
Maximum Edges in a Connected Component : 10074
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 7.267501
Graph Density : 7.65354586332618E-05
Modularity : 0.606081
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 16,007 Twitter users whose recent tweets contained "Twitter bot lang:en", 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 Friday, 29 July 2022 at 19:29 UTC.
The tweets in the network were tweeted over the 16-hour, 35-minute period from Friday, 29 July 2022 at 00:31 UTC to Friday, 29 July 2022 at 17:07 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 : Twitter bot lang:en
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 Color : In-Degree
Vertex Radius : In-Degree
Vertex Alpha : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1764] august,2022 [1258] 2022,distribution [1254] bot,#airdrop [1107] telegram,bot [1058] talk,telegram [1054] 2022,talk [1045] tag,friends [896] #airdrop,#airdrops [888] airdrop,bot [888] #airdrops,#crypto Top Word Pairs in Tweet in G1:
[574] content,analysis [574] analysis,article [574] article,scores [574] 100,complete [574] complete,report [574] report,viewed [574] viewed,bot [231] reported,07 [178] st,reported [175] audiolive,fm Top Word Pairs in Tweet in G2:
[1228] august,2022 [1029] talk,telegram [1029] telegram,bot [1027] 2022,distribution [1027] 2022,talk [964] bot,#airdrop [869] #airdrop,#airdrops [869] #airdrops,#crypto [869] #crypto,#giveaway [690] september,2022 Top Word Pairs in Tweet in G3:
[396] wts,lfb [261] lfb,ph [230] love,dive [109] jang,wonyoung [108] ph,wonyoung [102] mc,wonyoung [87] wonyoung,liz [83] liz,leeseo [74] wonyoung,love [68] rei,wonyoung Top Word Pairs in Tweet in G4:
[105] #thetalands,#theta [105] #theta,#opentheta [105] #opentheta,#crypto [105] #crypto,#theta [105] #theta,#tfuel [105] #tfuel,tfuel [105] tfuel,theta [105] theta,#nfts [105] #nfts,#nft [105] #nft,#nftcollector Top Word Pairs in Tweet in G5:
[439] warx,game [439] game,pass [439] pass,airdrop [439] airdrop,live [439] live,instant [439] instant,wxg [439] wxg,withdrawal [439] withdrawal,successfully [439] successfully,refer [439] refer,10 Top Word Pairs in Tweet in G6:
[177] machine,learning [170] #bigdata,#analytics [109] #ai,#machinelearning [90] #programming,#coding [88] #machinelearning,#datascience [86] #coding,#100daysofcode [85] #java,#javascript [69] #pytorch,#python [67] #datascience,#artificialintelligence [65] #rstats,#tensorflow Top Word Pairs in Tweet in G7:
[224] 000,000 [112] 81,000 [58] difference,bot [58] bot,potus [58] potus,#climatescam [58] #climatescam,260 [58] 260,billion [58] billion,dollar [58] dollar,industry [58] industry,like Top Word Pairs in Tweet in G8:
[179] airdrop,bot [125] tag,friends [125] complete,bot [98] 00,00 [98] 00,utc [97] random,participants [97] referrers,airdrop [96] bot,#airdrop [88] distribution,10th [88] 10th,august Top Word Pairs in Tweet in G9:
[287] boob,bot [4] picked,jawbreaker [4] jawbreaker,tfcon [4] tfcon,glad [4] glad,bot [4] bot,handy [4] handy,custom Top Word Pairs in Tweet in G10:
[554] great,prize [277] mirror,world [277] world,july [277] july,great [277] prize,#giveaway [277] #giveaway,week [277] week,july [277] july,bonus [277] bonus,pool [277] pool,800 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 G6:
Top Replied-To in G7:
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 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: