The graph represents a network of 4,874 Twitter users whose tweets in the requested range contained "(Artificial Intelligence) OR #AI", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 02 June 2022 at 04:39 UTC.
The requested start date was Thursday, 02 June 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 2-day, 2-hour, 5-minute period from Monday, 30 May 2022 at 21:55 UTC to Thursday, 02 June 2022 at 00:01 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 : 4874
Unique Edges : 4635
Edges With Duplicates : 13728
Total Edges : 18363
Number of Edge Types : 5
Mentions : 3272
Retweet : 5289
MentionsInRetweet : 7235
Tweet : 2390
Replies to : 177
Self-Loops : 2539
Reciprocated Vertex Pair Ratio : 0.0203329520904816
Reciprocated Edge Ratio : 0.0398555237264915
Connected Components : 900
Single-Vertex Connected Components : 443
Maximum Vertices in a Connected Component : 2845
Maximum Edges in a Connected Component : 15311
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.778062
Graph Density : 0.000338048895789744
Modularity : 0.380794
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 4,874 Twitter users whose tweets in the requested range contained "(Artificial Intelligence) OR #AI", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 02 June 2022 at 04:39 UTC.
The requested start date was Thursday, 02 June 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 2-day, 2-hour, 5-minute period from Monday, 30 May 2022 at 21:55 UTC to Thursday, 02 June 2022 at 00:01 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 : GraphServerTwitterSearch
Graph Term : (Artificial Intelligence) OR #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 : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1259] artificial,intelligence [646] #pytorch,#cython [646] #cython,#rstats [646] #rstats,#dotnet [645] #python,#roblox [645] #roblox,#iot [608] #ada,#csharp [502] #bigdata,#analytics [493] #defi,#ada [488] #java,#defi Top Word Pairs in Tweet in G1:
[196] #bigdata,#analytics [137] #ai,#machinelearning [126] artificial,intelligence [124] #datascience,#bigdata [107] #machinelearning,#datascience [107] #artificialintelligence,#machinelearning [96] #ai,#ml [94] #datascience,#ai [87] #analytics,#datascience [75] #ai,#artificialintelligence Top Word Pairs in Tweet in G2:
[220] artificial,intelligence [52] machine,learning [35] learning,artificial [34] perspectives,future [34] future,service [34] service,provider [34] provider,networking [34] networking,role [34] role,machine [20] intelligence,'blew Top Word Pairs in Tweet in G3:
[619] #pytorch,#cython [619] #cython,#rstats [619] #rstats,#dotnet [618] #python,#roblox [618] #roblox,#iot [582] #ada,#csharp [469] #defi,#ada [464] #java,#defi [461] #iot,#azure [461] #azure,#ad Top Word Pairs in Tweet in G4:
[69] #seo,#google [66] #google,#apple [63] #apple,#ios [59] #ai,#ml [56] #ios,#cybersecurity [56] #iot,#ai [54] artificial,intelligence [52] #cybersecurity,#robotics [52] #robotics,#iot [51] #ai,#software Top Word Pairs in Tweet in G5:
[380] artificial,intelligence [53] #ai,#machinelearning [53] #machinelearning,#datascience [41] #datascience,#artificialintelligence [41] ai,ml [39] #artificialintelligence,trending [39] trending,ai [39] ml,article [39] article,identified [39] identified,digested Top Word Pairs in Tweet in G6:
[239] hardly,contain [239] contain,excitement [239] excitement,pleased [239] pleased,tell [239] tell,auditioned [239] auditioned,agt [239] agt,stay [239] stay,tuned [239] tuned,more [166] everyanyone_,hardly Top Word Pairs in Tweet in G7:
[31] #bigdata,#datascience [29] #datascience,#ai [24] #bigdata,#analytics [19] #machinelearning,#ai [18] #ai,#machinelearning [18] #analytics,#innovation [18] #tech,#ai [18] artificial,intelligence [17] kirkdborne,free [16] #machinelearning,#datascience Top Word Pairs in Tweet in G8:
[40] #ai,#art [29] welcome,#iot [29] #iot,coffee [29] coffee,talk [29] chat,#digital [29] #digital,#iiot [29] #iiot,#automation [28] #automation,#digitaltwins [28] #digitaltwins,#edge [28] #edge,#iotpl Top Word Pairs in Tweet in G9:
[20] artificial,intelligence [11] time,systematic [11] systematic,medical [11] medical,world [11] world,reviews [11] reviews,#ai [11] #ai,support [11] support,promote [11] promote,accuracy [11] accuracy,reduce Top Word Pairs in Tweet in G10:
[17] beautiful,right [17] right,#conceptart [17] #conceptart,#art [17] #art,#drawing [17] #drawing,#ai [7] artificial,intelligence [7] #ai,#python [6] #ai,#machinelearning [6] shared,model [6] model,published Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G7:
Top Replied-To in G8:
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 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: