The graph represents a network of 2,315 Twitter users whose tweets in the requested range contained "iot ai", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 23 November 2022 at 12:29 UTC.
The requested start date was Wednesday, 23 November 2022 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 19-day, 4-hour, 44-minute period from Thursday, 03 November 2022 at 20:15 UTC to Wednesday, 23 November 2022 at 01:00 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 : 2315
Unique Edges : 2126
Edges With Duplicates : 15840
Total Edges : 17966
Number of Edge Types : 5
Retweet : 6339
MentionsInRetweet : 7680
Tweet : 1568
Mentions : 2324
Replies to : 55
Self-Loops : 1927
Reciprocated Vertex Pair Ratio : 0.0158757549611734
Reciprocated Edge Ratio : 0.0312553083064379
Connected Components : 237
Single-Vertex Connected Components : 147
Maximum Vertices in a Connected Component : 1855
Maximum Edges in a Connected Component : 17230
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.663092
Graph Density : 0.00109895443455276
Modularity : 0.22493
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 2,315 Twitter users whose tweets in the requested range contained "iot ai", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 23 November 2022 at 12:29 UTC.
The requested start date was Wednesday, 23 November 2022 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 19-day, 4-hour, 44-minute period from Thursday, 03 November 2022 at 20:15 UTC to Wednesday, 23 November 2022 at 01:00 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 : iot 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:
[2454] #bigdata,#analytics [1936] #ai,#machinelearning [1893] #analytics,#datascience [1879] #iot,#iiot [1858] #datascience,#ai [1831] #machinelearning,#iot [1558] #python,#rstats [1087] #pytorch,#python [868] #iiot,#pytorch [819] #ai,#iot Top Word Pairs in Tweet in G1:
[1240] #bigdata,#analytics [931] #ai,#machinelearning [925] #analytics,#datascience [904] #datascience,#ai [875] #machinelearning,#iot [752] #python,#rstats [595] #iot,#iiot [562] #pytorch,#python [479] #machinelearning,#datascience [435] #iot,#pytorch Top Word Pairs in Tweet in G2:
[254] #iot,#iiot [236] #ai,#machinelearning [227] #bigdata,#analytics [200] #iotpl,#iotcl [194] #machinelearning,#iot [169] #datascience,#ai [160] #analytics,#datascience [157] #5g,#ai [148] #python,#rstats [145] coffee,talk Top Word Pairs in Tweet in G3:
[658] #bigdata,#analytics [579] #analytics,#datascience [570] #datascience,#ai [562] #ai,#machinelearning [546] #machinelearning,#iot [487] #python,#rstats [415] #iot,#iiot [334] #pytorch,#python [246] #rstats,#tensorflow [228] #iiot,#python Top Word Pairs in Tweet in G4:
[54] ãƒ,ム[27] iot,ai [18] ai,クラウドアワード2022 [16] aspic,iot [15] æ,æ [12] ç,ç [11] #ai,#ml [11] #iot,#ai [10] #ai,#iot [9] 第16回,aspic Top Word Pairs in Tweet in G5:
[207] #bigdata,#analytics [156] #analytics,#datascience [152] #datascience,#ai [141] #ai,#machinelearning [134] #machinelearning,#iot [116] #iot,#iiot [99] #python,#rstats [68] #iiot,#python [67] #ai,#iot [66] #pytorch,#python Top Word Pairs in Tweet in G6:
[450] #iot,#iiot [369] #javascript,#reactjs [310] #iiot,#pytorch [302] #python,#iot [269] #reactjs,#wordpress [244] #wordpress,#security [224] #security,#defi [142] #html,#azure [142] #pytorch,#javascript [142] #flutter,#html Top Word Pairs in Tweet in G7:
[32] #ai,#iot [29] #robotics,#ai [26] ø,ø [25] #ai,#ml [22] #tensorflow,#matlab [22] #imaging,#tensorflow [22] #video,#imaging [22] #matlab,#ubantu [22] module,#robotics [22] #adas,#drone Top Word Pairs in Tweet in G8:
[44] #digitalhealth,#socialmedia [28] #socialmedia,#digitalmarketing [23] #ai,#bigdata [21] #bigdata,#digital [18] #digital,#robot [16] #robot,#technology [16] #technology,#innovation [15] #innovation,#iot [11] #iot,#flutter [10] #javascript,#nft Top Word Pairs in Tweet in G9:
[26] #bigdata,#analytics [22] #ai,#ml [22] #ml,#datascience [22] #datascience,#datascientists [22] #datascientists,#codenewbies [22] #codenewbies,#tech [22] #artificialintelligence,#ai [19] #analytics,#datascience [19] #iot,#iiot [18] #datascience,#ai Top Word Pairs in Tweet in G10:
[6] exclusive,interview [6] ceo,dealshareindia [6] interview,aim [6] vineet_rao,shared [6] company,journey [6] founder,ceo [6] shared,company [6] dealshareindia,vineet_rao [6] aim,founder [5] open,public Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G6:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
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Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: