The graph represents a network of 4,313 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, 09 September 2021 at 05:00 UTC.
The requested start date was Thursday, 09 September 2021 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, 1-hour, 4-minute period from Sunday, 05 September 2021 at 23:18 UTC to Wednesday, 08 September 2021 at 00:23 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 : 4313
Unique Edges : 5229
Edges With Duplicates : 15713
Total Edges : 20942
Number of Edge Types : 5
MentionsInRetweet : 8764
Mentions : 3435
Retweet : 6301
Replies to : 258
Tweet : 2184
Self-Loops : 2274
Reciprocated Vertex Pair Ratio : 0.0147283438795549
Reciprocated Edge Ratio : 0.0290291366519729
Connected Components : 488
Single-Vertex Connected Components : 230
Maximum Vertices in a Connected Component : 3276
Maximum Edges in a Connected Component : 19494
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 4.009172
Graph Density : 0.000500116788911463
Modularity : 0.341602
NodeXL Version : 1.0.1.446
Data Import : The graph represents a network of 4,313 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, 09 September 2021 at 05:00 UTC.
The requested start date was Thursday, 09 September 2021 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, 1-hour, 4-minute period from Sunday, 05 September 2021 at 23:18 UTC to Wednesday, 08 September 2021 at 00:23 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:
[1773] artificial,intelligence [492] #datascience,#ai [458] machine,learning [436] #ai,#machinelearning [434] #100daysofcode,#python [432] #ai,#datascience [414] #bigdata,#analytics [386] #artificialintelligence,#ai [321] #machinelearning,#bigdata [302] #ai,#iot Top Word Pairs in Tweet in G1:
[93] artificial,intelligence [92] #ai,#machinelearning [59] machine,learning [57] #ai,#datascience [56] #machinelearning,#datascience [51] #bigdata,#analytics [51] #datascience,#ai [49] #artificialintelligence,#ai [44] #ai,#iot [41] #machinelearning,#bigdata Top Word Pairs in Tweet in G2:
[650] artificial,intelligence [39] machine,learning [38] using,ai [37] ai,technology [36] vxv,mooning [36] mooning,miss [36] miss,partner [36] partner,lcx [36] lcx,vxv [36] vxv,using Top Word Pairs in Tweet in G3:
[309] artificial,intelligence [134] #ai,#artificialintelligence [76] machine,learning [60] #artificialintelligence,#ai [52] #ai,#machinelearning [52] found,youtube [44] #gofounders,#business [42] #innovation,#ai [41] #ai,#ml [40] #ai,#cloud Top Word Pairs in Tweet in G4:
[393] #datascience,#ai [371] artificial,intelligence [325] #ai,#datascience [321] #bigdata,#analytics [291] #100daysofcode,#python [255] #artificialintelligence,#ai [255] #machinelearning,#bigdata [254] #ai,#machinelearning [237] #analytics,#datascience [230] #javascript,#github Top Word Pairs in Tweet in G5:
[87] artificial,intelligence [13] #ai,#ml [9] intelligence,getting [9] getting,better [9] better,penning [9] penning,code [9] code,still [9] still,long [9] long,way [9] way,working Top Word Pairs in Tweet in G6:
[25] artificial,intelligence [25] private,trading [25] trading,assistant [25] assistant,#ai [25] #ai,look [19] #ai,#ml [18] look,hourly [18] hourly,charts [18] predictive,analytics [18] analytics,models Top Word Pairs in Tweet in G7:
[13] #aiartwork,generated [13] generated,september [13] source,hashtags [13] hashtags,#abstractart [13] #abstractart,#ai [13] #ai,#art [13] #art,#artist [12] ibm,watson [12] #ai,help [11] watson,ibm Top Word Pairs in Tweet in G8:
[17] #bigdata,#datascience [17] machine,learning [15] #abdsc,#bigdata [13] #machinelearning,#deeplearning [12] #ai,#machinelearning [12] rich,python [12] python,library [12] library,rich [12] rich,text [12] text,beautiful Top Word Pairs in Tweet in G9:
[70] lost,credibility [70] scheme,using [68] intervention,scheme [68] press,humanitarian [67] usa,lost [67] credibility,africa [67] humanitarian,agencies [65] africa,intervention [65] using,press [44] agencies,eu Top Word Pairs in Tweet in G10:
[100] #ai,#iot [94] #datascience,#100daysofcode [94] #100daysofcode,#python [92] #python,#cybersecurity [92] #cybersecurity,#bigdata [92] #bigdata,#ai [89] #operationbreathefreshcleanair,#machinelearning [89] #machinelearning,#5g [89] #5g,#datascience [81] #iot,#deeplearning Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G6:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: