The graph represents a network of 10,087 Twitter users whose recent tweets contained "#ai", 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 Tuesday, 24 March 2020 at 13:03 UTC.
The tweets in the network were tweeted over the 18-hour, 34-minute period from Monday, 23 March 2020 at 17:19 UTC to Tuesday, 24 March 2020 at 11:53 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 : 10087
Unique Edges : 35785
Edges With Duplicates : 22186
Total Edges : 57971
Number of Edge Types : 5
Retweet : 6105
Tweet : 3882
MentionsInRetweet : 40630
Mentions : 7091
Replies to : 263
Self-Loops : 3994
Reciprocated Vertex Pair Ratio : 0.0148153776021881
Reciprocated Edge Ratio : 0.0291981732424946
Connected Components : 1758
Single-Vertex Connected Components : 1058
Maximum Vertices in a Connected Component : 6790
Maximum Edges in a Connected Component : 53990
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.098058
Graph Density : 0.000393866638059707
Modularity : 0.382697
NodeXL Version : 1.0.1.427
Data Import : The graph represents a network of 10,087 Twitter users whose recent tweets contained "#ai", 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 Tuesday, 24 March 2020 at 13:03 UTC.
The tweets in the network were tweeted over the 18-hour, 34-minute period from Monday, 23 March 2020 at 17:19 UTC to Tuesday, 24 March 2020 at 11:53 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 : #ai
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 : Followers
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[4452] gt,gt [2754] #ai,#machinelearning [1541] #ai,#iot [1500] #ai,#ml [1472] #datascience,#ai [1254] #bigdata,#analytics [1159] #javascript,#reactjs [1149] #iot,#iiot [1136] #cloudcomputing,#serverless [1132] #ai,#artificialintelligence Top Word Pairs in Tweet in G1:
[2637] gt,gt [1108] #ai,#machinelearning [1048] #ai,#iot [678] #ai,#ml [520] #datascience,#ai [507] #artificialintelligence,#machinelearning [501] #ai,#artificialintelligence [487] #machinelearning,#deeplearning [425] #artificialintelligence,#ai [420] #machinelearning,#iot Top Word Pairs in Tweet in G2:
[109] apollo,hospital [95] risk,level [93] driven,#ai [92] #ai,know [92] know,current [91] quick,self [91] self,assessment [91] test,driven [91] current,risk [89] offering,quick Top Word Pairs in Tweet in G3:
[750] gt,gt [551] #ai,#machinelearning [426] mikequindazzi,spirosmargaris [407] #tech,mikequindazzi [366] #ai,#artificialintelligence [326] spirosmargaris,sallyeaves [302] ramonvidall,haroldsinnott [301] hal_good,mvollmer1 [297] haroldsinnott,hal_good [292] sallyeaves,kuriharan Top Word Pairs in Tweet in G4:
[650] gt,gt [321] https,t [321] t,co [251] #ai,#ml [232] healthcare,sector [231] apply,now [228] #stpicoes,#stpiindia [228] #stpiindia,#stpiincubation [228] #stpiincubation,#growwithstpi [219] sector,apply Top Word Pairs in Tweet in G5:
[785] #ai,#machinelearning [728] #datascience,#ai [719] #bigdata,#analytics [719] #javascript,#reactjs [687] #cloudcomputing,#serverless [683] #python,#rstats [648] #analytics,#datascience [627] #programming,#coding [613] #coding,#100daysofcode [586] #iot,#iiot Top Word Pairs in Tweet in G6:
[215] gt,gt [153] #ai,#ml [148] #ml,#malware [148] #malware,#cloud [148] #cloud,#cloudsecurity [148] #analytics,#blockchain [148] #blockchain,#dataprotection [147] reach2ratan,#ai [146] #cybersecurity,#digital [145] #infosec,reach2ratan Top Word Pairs in Tweet in G7:
[106] #huawei,#hms [106] #hms,core [106] core,ascend [106] ascend,#ai [106] #ai,ecosystem [106] ecosystem,programme [106] programme,signal [106] signal,new [106] new,frontier [106] frontier,advancement Top Word Pairs in Tweet in G8:
[118] helium,balloons [118] balloons,smartphones [118] smartphones,help [118] help,poorest [118] poorest,farmers [118] farmers,world [118] world,reap [118] reap,benefits [118] benefits,#ai [118] #ai,agriculture Top Word Pairs in Tweet in G9:
[31] covid,19 [24] #ia,#ai [21] virtual,conference [19] april,1 [17] #iot,#ai [16] #covid,19 [15] conference,covid [15] help,#ai [15] #ai,researchers [15] researchers,discovered Top Word Pairs in Tweet in G10:
[126] artificial,intelligence [41] #ai,#intoainews [29] #artificialintelligence,#ai [28] #ai,#artificialintelligence [28] #artificialintelligence,#cto [24] low,power [24] ai,edge [24] #houston,#artificialintelligence [21] #ai,#digitaltransformation [20] provide,new Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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Top Mentioned in G5:
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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: