The graph represents a network of 4,970 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, 04 November 2021 at 04:55 UTC.
The requested start date was Thursday, 04 November 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, 0-hour, 56-minute period from Monday, 01 November 2021 at 23:04 UTC to Thursday, 04 November 2021 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 : 4970
Unique Edges : 4859
Edges With Duplicates : 15020
Total Edges : 19879
Number of Edge Types : 5
MentionsInRetweet : 7661
Mentions : 3635
Retweet : 5936
Tweet : 2425
Replies to : 222
Self-Loops : 2572
Reciprocated Vertex Pair Ratio : 0.0184304399524376
Reciprocated Edge Ratio : 0.0361938120256859
Connected Components : 793
Single-Vertex Connected Components : 349
Maximum Vertices in a Connected Component : 3052
Maximum Edges in a Connected Component : 16983
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.251292
Graph Density : 0.000346818281392926
Modularity : 0.371343
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 4,970 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, 04 November 2021 at 04:55 UTC.
The requested start date was Thursday, 04 November 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, 0-hour, 56-minute period from Monday, 01 November 2021 at 23:04 UTC to Thursday, 04 November 2021 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:
[1884] artificial,intelligence [575] #datascience,#ai [511] #cybersecurity,#devops [444] #ai,#machinelearning [389] #devops,#100daysofcode [389] well,deserved [388] give,well [379] deserved,#cybersecurity [376] #iot,#iiot [363] #100daysofcode,#datascience Top Word Pairs in Tweet in G1:
[132] artificial,intelligence [130] #ai,#machinelearning [99] #machinelearning,#ai [70] #ai,#artificialintelligence [67] #ai,#python [67] #iot,#iiot [65] #ai,#iot [57] #machinelearning,#deeplearning [57] #bigdata,#analytics [55] #artificialintelligence,#ai Top Word Pairs in Tweet in G2:
[751] artificial,intelligence [85] generated,artificial [81] art,generated [75] intelligence,using [50] nightcafe,creator [49] using,nightcafe [38] machine,learning [35] intelligence,ai [33] creator,nightcafestudio [22] using,nightcafestudio Top Word Pairs in Tweet in G3:
[511] #datascience,#ai [490] #cybersecurity,#devops [380] #devops,#100daysofcode [376] well,deserved [375] give,well [366] deserved,#cybersecurity [354] #100daysofcode,#datascience [325] #javascript,#github [314] ready,24 [308] #github,#nodejs Top Word Pairs in Tweet in G4:
[105] artificial,intelligence [22] #technology,#stocks [18] #ai,#人工知能 [15] #ai,#iot [14] #stockmarket,#dividends [13] #iot,#bigdata [12] #bigdata,#ai [12] chinese,stocks [11] #cryptoinvestment,#blockchain [11] #blockchain,#investment Top Word Pairs in Tweet in G5:
[29] artificial,intelligence [28] #ai,#machinelearning [28] coffee,talk [20] #ai,#ml [19] #machinelearning,#datascience [16] ai,ml [14] #datascience,#artificialintelligence [14] #artificialintelligence,trending [14] iot,coffee [14] welcome,#iot Top Word Pairs in Tweet in G6:
[62] artificial,intelligence [36] #ai,#ml [29] #ai,#cloud [25] yukii,airdrop [25] airdrop,total [25] total,airdrop [25] airdrop,pool [25] pool,million [25] million,yct [25] yct,145 Top Word Pairs in Tweet in G7:
[108] artificial,intelligence [80] #gofounders,#business [76] #onpassive,#ofounders [70] #ofounders,#earn [65] #ai,#artificialintelligence [46] #inittowinit,#ashmufareh [42] #business,#inittowinit [41] #innovation,#ai [41] #artificialintelligence,#technology [40] #ashmufareh,#innovation Top Word Pairs in Tweet in G8:
[12] #artificialintelligence,#ai [12] #digitalhealth,#socialmedia [12] gt,gt [9] patient,centered [8] cekahn,daniadaye [8] centered,#ai [8] jim_rawson_md,drianweissman [8] electrical,brain [7] november,radiology_ai [7] radiology_ai,#radaichat Top Word Pairs in Tweet in G9:
[15] #bigdata,#datascience [14] artificial,intelligence [11] #abdsc,#bigdata [10] #machinelearning,#ai [8] #ai,#machinelearning [8] #ai,#ml [8] delighted,share [8] share,paper [8] paper,artificial [8] intelligence,distributive Top Word Pairs in Tweet in G10:
[25] #ai,#アルデバラン [20] オープニング映像をお届けします,主題歌は [20] 主題歌は,#ai [20] #ai,さんです [20] さんです,きょうから [20] きょうから,#カムカムエヴリバディ [20] #カムカムエヴリバディ,放送開始です [20] 放送開始です,どうぞよろしくお願いいたします [20] どうぞよろしくお願いいたします,主題歌 [20] 主題歌,アルデバラン Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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