The graph represents a network of 1,201 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 Friday, 21 January 2022 at 11:27 UTC.
The requested start date was Friday, 21 January 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 2-day, 2-hour, 34-minute period from Tuesday, 18 January 2022 at 22:19 UTC to Friday, 21 January 2022 at 00:53 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 : 1201
Unique Edges : 2003
Edges With Duplicates : 17300
Total Edges : 19303
Number of Edge Types : 5
Retweet : 7122
MentionsInRetweet : 10610
Mentions : 1054
Replies to : 50
Tweet : 467
Self-Loops : 549
Reciprocated Vertex Pair Ratio : 0.0122047244094488
Reciprocated Edge Ratio : 0.0241151302994944
Connected Components : 13
Single-Vertex Connected Components : 8
Maximum Vertices in a Connected Component : 1180
Maximum Edges in a Connected Component : 19277
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.316715
Graph Density : 0.00356786011656953
Modularity : 0.166972
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,201 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 Friday, 21 January 2022 at 11:27 UTC.
The requested start date was Friday, 21 January 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 2-day, 2-hour, 34-minute period from Tuesday, 18 January 2022 at 22:19 UTC to Friday, 21 January 2022 at 00:53 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:
[3765] #iot,#iiot [2404] #bigdata,#analytics [2020] #analytics,#datascience [1990] #datascience,#ai [1869] #iiot,#pytorch [1648] #ai,#machinelearning [1457] #javascript,#reactjs [1386] #machinelearning,#iot [1200] #ai,#iot [1081] #python,#ai Top Word Pairs in Tweet in G1:
[1923] #iot,#iiot [1689] #bigdata,#analytics [1385] #datascience,#ai [1377] #analytics,#datascience [1077] #ai,#machinelearning [1048] #iiot,#pytorch [951] #machinelearning,#iot [627] #python,#rstats [591] #javascript,#reactjs [539] #ai,#iiot Top Word Pairs in Tweet in G2:
[81] #iot,#iiot [56] #datascience,#ai [53] #bigdata,#analytics [51] #analytics,#datascience [40] #ai,#machinelearning [37] #machinelearning,#iot [36] #datascience,#bigdata [32] #machinelearning,#bigdata [29] #ai,#iiot [27] #digitaltransformation,#machinelearning Top Word Pairs in Tweet in G3:
[360] gave,kred [360] kred,#influence [226] #iot,#iiot [225] #ai,#ml [216] eli_krumova,gave [150] #iiot,#iotpl [122] #bigdata,#devcommunity [122] #devcommunity,#technology [102] #ml,#iot [90] #ai,#iiot Top Word Pairs in Tweet in G4:
[363] #bigdata,#analytics [360] #analytics,#datascience [315] #datascience,#ai [304] #iot,#iiot [299] #ai,#machinelearning [298] #machinelearning,#iot [161] #python,#rstats [149] #iiot,#pytorch [141] #pytorch,#python [105] deep,learning Top Word Pairs in Tweet in G5:
[1133] #iot,#iiot [771] #javascript,#reactjs [665] #reactjs,#wordpress [619] #ai,#iot [600] #iiot,#pytorch [576] #python,#ai [562] #pytorch,#javascript [537] #wordpress,#security [470] #security,#defi [464] #python,#iot Top Word Pairs in Tweet in G6:
[33] #iot,#iiot [26] #iiot,#iotpl [20] #bigdata,#analytics [19] #analytics,#datascience [18] #datascience,#ai [18] #ai,#machinelearning [18] #bigdata,#datascience [17] #datasciencectrl,#bigdata [16] types,regression [16] regression,techniques Top Word Pairs in Tweet in G7:
[70] #ai,#machinelearning [64] #machinelearning,#100daysofcode [45] #100daysofcode,#dataanalytics [45] #dataanalytics,#datascientists [45] #datascientists,#iiot [33] #iiot,#womeninstem [21] #iiot,#pytorch [21] #blockchain,#web3 [20] things,know [20] know,#metaverse Top Word Pairs in Tweet in G8:
[56] #machinelearning,#bigdata [56] #bigdata,#analytics [38] #datascience,#ai [37] #analytics,#datascience [31] #ai,#iot [31] #iot,#iiot [28] #iiot,#python [28] #python,#rstats [28] #rstats,#tensorflow [26] #tensorflow,#java Top Word Pairs in Tweet in G9:
[26] #bigdata,#analytics [20] #analytics,#datascience [19] #iot,#iiot [16] #datascience,#ai [15] #ml,#iot [15] #iiot,#cloud [14] good,read [14] #ai,#ml [14] insightful,reading [13] #cloud,#edge Top Word Pairs in Tweet in G10:
[6] under,pressure [6] pressure,#digitaltransformation [6] #digitaltransformation,starts [6] starts,top [6] top,47 [6] 47,ceos [6] ceos,relying [6] relying,compete [6] compete,economy [5] gersonrolim,under Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G5:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
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: