The graph represents a network of 1,105 Twitter users whose tweets in the requested range contained "iiot ai", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 26 June 2021 at 10:22 UTC.
The requested start date was Friday, 25 June 2021 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 2-day, 17-hour, 5-minute period from Tuesday, 22 June 2021 at 06:55 UTC to Friday, 25 June 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 : 1105
Unique Edges : 1335
Edges With Duplicates : 15833
Total Edges : 17168
Number of Edge Types : 5
Retweet : 7047
MentionsInRetweet : 8682
Tweet : 489
Mentions : 942
Replies to : 8
Self-Loops : 597
Reciprocated Vertex Pair Ratio : 0.0194368303015201
Reciprocated Edge Ratio : 0.0381324859447568
Connected Components : 9
Single-Vertex Connected Components : 2
Maximum Vertices in a Connected Component : 1082
Maximum Edges in a Connected Component : 17143
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.213308
Graph Density : 0.00335349859007148
Modularity : 0.145108
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 1,105 Twitter users whose tweets in the requested range contained "iiot ai", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 26 June 2021 at 10:22 UTC.
The requested start date was Friday, 25 June 2021 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 2-day, 17-hour, 5-minute period from Tuesday, 22 June 2021 at 06:55 UTC to Friday, 25 June 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 : iiot 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:
[3976] #iot,#iiot [3937] #bigdata,#analytics [2970] #analytics,#datascience [2352] #datascience,#ai [1811] #ai,#machinelearning [1617] #machinelearning,#iot [1284] #datascience,#iot [1141] #python,#rstats [1062] #analytics,#ai [1042] #python,#bigdata Top Word Pairs in Tweet in G1:
[328] #iot,#iiot [226] #bigdata,#analytics [178] #analytics,#datascience [155] #datascience,#ai [129] #ai,#machinelearning [98] #machinelearning,#iot [90] mashable,enricomolinari [80] gave,kred [80] kred,#influence [68] #analytics,#ai Top Word Pairs in Tweet in G2:
[2782] #bigdata,#analytics [2619] #iot,#iiot [2042] #analytics,#datascience [1637] #datascience,#ai [1251] #ai,#machinelearning [1127] #machinelearning,#iot [899] #datascience,#iot [779] #python,#bigdata [771] #analytics,#ai [760] #python,#rstats Top Word Pairs in Tweet in G3:
[257] #bigdata,#analytics [257] #analytics,#datascience [255] #iot,#iiot [200] #datascience,#ai [172] #ai,#machinelearning [159] #machinelearning,#iot [116] #iiot,#python [103] #python,#rstats [82] ai,best [72] gp_pulipaka,ai Top Word Pairs in Tweet in G4:
[268] #iot,#iiot [187] #analytics,#datascience [182] #bigdata,#analytics [110] #datascience,#iot [92] #datascience,#ai [89] #python,#rstats [84] #ai,#machinelearning [76] #bigdata,#women [74] #iiot,#rstats [73] #datascience,#usa Top Word Pairs in Tweet in G5:
[79] #iot,#iiot [33] #bigdata,#analytics [26] #analytics,#datascience [25] #ai,#machinelearning [22] innovative,picking [21] #datascience,#ai [20] #iiot,#5g [19] #5g,#ai [17] volkswagen,photoneo [17] #machinelearning,#iot Top Word Pairs in Tweet in G6:
[239] #bigdata,#analytics [229] #iot,#iiot [147] #iiot,#azure [145] #python,#bigdata [145] #analytics,#ai [135] #datascience,#iot [120] #ai,#datascience [103] #rstats,#dotnet [98] #analytics,#datascience [89] #cpp,#java Top Word Pairs in Tweet in G7:
[169] #bigdata,#analytics [147] #analytics,#datascience [137] #datascience,#ai [128] #iot,#iiot [111] #machinelearning,#bigdata [75] #python,#rstats [74] #rstats,#tensorflow [74] #iiot,#python [68] #javascript,#reactjs [68] #ai,#iot Top Word Pairs in Tweet in G8:
[78] #datascientists,#analytics [67] catherineadenle,infographic [66] #analytics,#bigdata [61] #iot,#iiot [59] #bigdata,#rstats [59] #rstats,#ai [52] #data,#datascientists [48] data,science [40] #bigdata,#analytics [38] #machinelearning,#iot Top Word Pairs in Tweet in G9:
[24] gt,gt [5] #iot,#iiot [5] gitops,approach [5] approach,ml [5] ml,#opensource [5] #opensource,#mlops [5] #mlops,fuseml [5] fuseml,co [5] co,ogz2ysxuqw [5] ogz2ysxuqw,#python Top Word Pairs in Tweet in G10:
[7] #machinelearning,#bigdata [4] #bigdata,#analytics [3] ethical,#ai [3] #ai,design [3] design,broadly [3] broadly,adopted [3] adopted,within [3] within,next [3] next,decade [3] decade,mpbarry_law Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G4:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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Top Mentioned in G4:
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Top Mentioned in G7:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
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Top Tweeters in G9:
Top Tweeters in G10: