The graph represents a network of 5,209 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, 16 December 2021 at 06:01 UTC.
The requested start date was Thursday, 16 December 2021 at 01:01 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, 0-hour, 55-minute period from Monday, 13 December 2021 at 23:27 UTC to Thursday, 16 December 2021 at 00:22 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 : 5209
Unique Edges : 5679
Edges With Duplicates : 15542
Total Edges : 21221
Number of Edge Types : 5
Retweet : 5885
MentionsInRetweet : 8853
Tweet : 2268
Mentions : 3931
Replies to : 284
Self-Loops : 2451
Reciprocated Vertex Pair Ratio : 0.0214073760067825
Reciprocated Edge Ratio : 0.0419174102510894
Connected Components : 745
Single-Vertex Connected Components : 297
Maximum Vertices in a Connected Component : 3319
Maximum Edges in a Connected Component : 18531
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.38702
Graph Density : 0.000355272497470554
Modularity : 0.376032
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 5,209 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, 16 December 2021 at 06:01 UTC.
The requested start date was Thursday, 16 December 2021 at 01:01 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, 0-hour, 55-minute period from Monday, 13 December 2021 at 23:27 UTC to Thursday, 16 December 2021 at 00:22 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:
[2076] artificial,intelligence [487] sign,free [487] free,middlemen [453] #ai,#machinelearning [434] #bigdata,#analytics [406] #iot,#iiot [379] #datascience,#ai [374] need,job [374] job,sign [345] #ai,#artificialintelligence Top Word Pairs in Tweet in G1:
[436] sign,free [436] free,middlemen [396] #bigdata,#analytics [373] #iot,#iiot [353] #datascience,#ai [341] #ai,#machinelearning [326] need,job [326] job,sign [295] middlemen,#job [267] jobpreference,need Top Word Pairs in Tweet in G2:
[955] artificial,intelligence [145] #ai,#artificialintelligence [124] generated,artificial [123] art,generated [123] #gofounders,#business [121] intelligence,using [118] using,nightcafestudio [115] nightcafestudio,#aiart [114] #aiart,#nightcafe [113] #nightcafe,#digitalart Top Word Pairs in Tweet in G3:
[95] artificial,intelligence [11] learn,more [10] 0005,eth [10] eth,around [10] around,polygon [10] polygon,gas [10] gas,free [10] free,#opensea [10] #opensea,appreciate [10] appreciate,share Top Word Pairs in Tweet in G4:
[213] artificial,intelligence [203] elonmusk's,ventures [203] ventures,spanned [203] spanned,everything [203] everything,internet [203] internet,startups [203] startups,sustainable [203] sustainable,energy [203] energy,artificial [203] intelligence,here's Top Word Pairs in Tweet in G5:
[51] #ai,#ml [42] artificial,intelligence [39] #government,#enterprise [39] #enterprise,#infrastructure [39] #infrastructure,adoption [39] adoption,#masternode [39] #masternode,paid [28] mnw,mnwsupplychain [28] mnwsupplychain,bullish [28] bullish,#government Top Word Pairs in Tweet in G6:
[80] artificial,intelligence [51] #ai,#artificialintelligence [27] #vrx,vrx [22] #ai,#machinelearning [19] #artificialintelligence,#ai [18] jobpreference,need [18] need,job [18] job,sign [18] sign,free [18] free,middlemen Top Word Pairs in Tweet in G7:
[12] artificial,intelligence [10] #ai,#techforgood [8] wmphoenixopen,pgatour [8] #robots,#ai [5] #fintech,#ml [5] #ar,#vr [5] #ai,#insurtech [5] #datascience,#fintech [5] #ml,#dl [5] pgatour,evasmartai Top Word Pairs in Tweet in G8:
[166] cryptobirds,xcb [166] xcb,#ido [166] #ido,#blockchain [166] #blockchain,analysis [166] analysis,#ai [166] #ai,#collaborate2earn [166] #collaborate2earn,date [166] date,15th [165] captainscryptos,cryptobirds Top Word Pairs in Tweet in G9:
[33] artificial,intelligence [30] #ai,#iot [20] #ai,#machinelearning [20] #machinelearning,#ai [20] cc,mikequindazzi [16] #ai,#healthtech [15] deep,learning [15] #robotics,#ai [15] #healthtech,#ar [14] ai,ml Top Word Pairs in Tweet in G10:
[22] #bigdata,#datascience [18] #ai,#machinelearning [15] #datascience,#ai [12] #iot,#iiot [11] #iiot,#iotpl [10] #machinelearning,#deeplearning [8] #edge,#edgeai [8] machine,learning [8] #machinelearning,#python [8] #bioinformatics,#ai Top Replied-To in Entire Graph:
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Top Replied-To in G4:
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Top Replied-To in G9:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: