The graph represents a network of 5,125 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 June 2022 at 04:40 UTC.
The requested start date was Thursday, 09 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, 1-hour, 24-minute period from Monday, 06 June 2022 at 22:37 UTC to Thursday, 09 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 : 5125
Unique Edges : 4891
Edges With Duplicates : 14717
Total Edges : 19608
Number of Edge Types : 5
Mentions : 3685
Retweet : 5564
MentionsInRetweet : 7952
Tweet : 2198
Replies to : 209
Self-Loops : 2327
Reciprocated Vertex Pair Ratio : 0.0218261185885777
Reciprocated Edge Ratio : 0.0427198291206835
Connected Components : 821
Single-Vertex Connected Components : 365
Maximum Vertices in a Connected Component : 3107
Maximum Edges in a Connected Component : 16626
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.689579
Graph Density : 0.000320900211344034
Modularity : 0.37381
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 5,125 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 June 2022 at 04:40 UTC.
The requested start date was Thursday, 09 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, 1-hour, 24-minute period from Monday, 06 June 2022 at 22:37 UTC to Thursday, 09 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:
[980] #iot,#iiot [903] artificial,intelligence [803] #bigdata,#analytics [683] #ai,#machinelearning [621] #javascript,#reactjs [546] #datascience,#ai [470] #iiot,#pytorch [443] #analytics,#ai [414] #python,#iot [400] #machinelearning,#datascience Top Word Pairs in Tweet in G1:
[146] #bigdata,#analytics [120] #ai,#machinelearning [104] #ai,#iot [85] #analytics,#ai [81] #ai,#ml [77] #machinelearning,#datascience [73] #iot,#iiot [59] #machinelearning,#ai [57] artificial,intelligence [55] #ai,#artificialintelligence Top Word Pairs in Tweet in G2:
[889] #iot,#iiot [597] #bigdata,#analytics [595] #javascript,#reactjs [461] #datascience,#ai [440] #ai,#machinelearning [424] #iiot,#pytorch [391] #python,#iot [338] #pytorch,#cython [334] #reactjs,#wordpress [324] #cython,#rstats Top Word Pairs in Tweet in G3:
[157] artificial,intelligence [27] machine,learning [20] data,structures [13] #ai,#machinelearning [10] #ai,#art [10] structures,algorithms [10] algorithms,machine [10] learning,optimization [10] optimization,ml [10] ml,foundations Top Word Pairs in Tweet in G4:
[59] artificial,intelligence [46] #ai,#machinelearning [29] #ai,#artificialintelligence [28] #ai,#ml [27] machine,learning [22] tweeted,articles [22] articles,today [19] #machinelearning,#datascience [18] #artificialintelligence,#ai [18] welcome,#iot Top Word Pairs in Tweet in G5:
[118] artificial,intelligence [92] #ai,#artificialintelligence [88] #seo,#google [85] #google,#apple [85] #onpassive,#ofounders [83] #apple,#ios [77] #ios,#cybersecurity [76] #ai,#ml [72] #iot,#ai [71] #robotics,#iot Top Word Pairs in Tweet in G6:
[130] artificial,intelligence [21] machine,learning [18] intelligence,machine [14] #artificialintelligence,#fintech [14] anna,built [14] built,robot [14] robot,move [14] move,water [14] water,scan [14] scan,microplastic Top Word Pairs in Tweet in G7:
[17] artificial,intelligence [15] #ai,#aiethics [12] #aiethics,#machinelearning [9] #aiethics,#ai [9] decision,making [9] #machinelearning,#ai [8] #aiethics,#ethicalai [8] #aiethics,#military [8] #military,#usa [7] ethical,decision Top Word Pairs in Tweet in G8:
[40] 800,free [40] free,#computerscience [40] #computerscience,classes [40] classes,take [40] take,online [40] online,right [40] right,video [40] video,lectures [40] lectures,#bigdata [39] kirkdborne,800 Top Word Pairs in Tweet in G9:
[43] #xai,#bits [43] #bits,#giveaway [43] #giveaway,589 [43] 589,xai [43] xai,2000 [43] 2000,bits [43] bits,25 [43] 25,xrp [43] xrp,888 [43] 888,xai Top Word Pairs in Tweet in G10:
[95] talking,head [95] head,anime [95] anime,single [95] single,image [95] image,１枚の2dキャラ立ち絵からvtuberになれるai技術の新バージョン [95] １枚の2dキャラ立ち絵からvtuberになれるai技術の新バージョン,上半身の動きにも対応 [95] 上半身の動きにも対応,#3dnchu [95] #3dnchu,#ai [94] ymt3d,talking Top Replied-To in Entire Graph:
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Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: