The graph represents a network of 5,922 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 Friday, 06 December 2019 at 05:22 UTC.
The requested start date was Friday, 06 December 2019 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 1-day, 1-hour, 0-minute period from Wednesday, 04 December 2019 at 14:31 UTC to Thursday, 05 December 2019 at 15:32 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 : 5922
Unique Edges : 8558
Edges With Duplicates : 3339
Total Edges : 11897
Number of Edge Types : 3
Tweet : 1785
Mentions : 9981
Replies to : 131
Self-Loops : 1785
Reciprocated Vertex Pair Ratio : 0.0310144569380947
Reciprocated Edge Ratio : 0.0601629913710451
Connected Components : 1329
Single-Vertex Connected Components : 602
Maximum Vertices in a Connected Component : 2838
Maximum Edges in a Connected Component : 8584
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.902999
Graph Density : 0.00023796376482632
Modularity : 0.58932
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 5,922 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 Friday, 06 December 2019 at 05:22 UTC.
The requested start date was Friday, 06 December 2019 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 1-day, 1-hour, 0-minute period from Wednesday, 04 December 2019 at 14:31 UTC to Thursday, 05 December 2019 at 15:32 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:
[956] artificial,intelligence [461] gt,gt [236] #ai,#ml [207] #ai,#artificialintelligence [187] #ai,#machinelearning [169] #artificialintelligence,#ai [162] #ai,#iot [161] #robotics,#ai [161] machine,learning [92] #machinelearning,#deeplearning Top Word Pairs in Tweet in G1:
[292] gt,gt [99] #robotics,#ai [84] #ai,#ml [71] #ai,#artificialintelligence [65] #ai,#iot [61] #ai,#machinelearning [58] #artificialintelligence,#ai [55] artificial,intelligence [51] mikequindazzi,gt [46] #ai,#robotics Top Word Pairs in Tweet in G2:
[216] artificial,intelligence [28] #artificialintelligence,#ai [27] machine,learning [25] #ai,#artificialintelligence [24] model,predicts [24] predicts,cognitive [24] cognitive,decline [22] #ai,#machinelearning [16] gt,gt [15] #ml,#ai Top Word Pairs in Tweet in G3:
[32] artificial,intelligence [27] #ai,#ml [23] #blockchain,#ai [23] #ai,#machinelearning [22] requirements,iot [22] iot,success [22] success,#iot [22] #iot,#defstar5 [22] #defstar5,#blockchain [22] #ml,#iiot Top Word Pairs in Tweet in G4:
[59] artificial,intelligence [23] rhea_lobo,roguerad [22] cspreetham,qure_ai [21] roguerad,cspreetham [21] qure_ai,pwarier [21] pwarier,_poojarao [21] _poojarao,geoffreyhinton [21] geoffreyhinton,vkhosla [21] vkhosla,paniitindia [21] paniitindia,paimadhu Top Word Pairs in Tweet in G5:
[52] gt,gt [23] #ai,#artificialintelligence [23] #ai,#ml [20] #cybersecurity,#databreach [18] really,need [17] artificial,intelligence [15] #cybersecurity,predictions [15] #databreach,#hackers [13] #hackers,#infosec [12] mikequindazzi,gt Top Word Pairs in Tweet in G6:
[42] artificial,intelligence [28] #regtech,ume_kyd [27] award,#regtech [27] #distributors,#network [27] #network,#fintech [26] #ai,#artificialintelligence [25] #fund,#distributors [24] #ai,#bigdata [24] gt,gt [20] #artificialintelligence,#machinelearning Top Word Pairs in Tweet in G7:
[11] eu,innovation [11] innovation,75 [11] 75,start [11] start,ups [11] ups,better [11] better,market [11] market,innovative [11] innovative,solutions [11] solutions,sustainable [11] sustainable,energy Top Word Pairs in Tweet in G8:
[29] artificial,intelligence [19] #artificialintelligence,#ai [14] gt,gt [10] design,#artificialintelligence [10] #iot,#ai [9] #ai,#technology [9] #music,#video [8] #ai,#rpa [7] rethinking,drug [7] drug,design Top Word Pairs in Tweet in G9:
[10] artificial,intelligence [8] agod,verse [8] verse,compete [8] compete,jay [8] jay,listen [8] listen,find [8] find,jay [8] jay,remix [8] remix,agodgmt [8] agodgmt,b12 Top Word Pairs in Tweet in G10:
[7] think,behave [7] behave,individual [7] individual,society [7] society,keys [7] keys,build [7] build,#trust [7] #trust,#transparency [7] #transparency,#ai [7] glen,gilmore [7] gilmore,tells 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: