The graph represents a network of 1,325 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, 31 December 2021 at 11:28 UTC.
The requested start date was Friday, 31 December 2021 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, 6-hour, 10-minute period from Tuesday, 28 December 2021 at 18:49 UTC to Friday, 31 December 2021 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 : 1325
Unique Edges : 2077
Edges With Duplicates : 17241
Total Edges : 19318
Number of Edge Types : 5
Retweet : 7049
MentionsInRetweet : 10304
Mentions : 1181
Replies to : 53
Tweet : 731
Self-Loops : 1083
Reciprocated Vertex Pair Ratio : 0.0105346849532896
Reciprocated Edge Ratio : 0.0208497246262785
Connected Components : 8
Single-Vertex Connected Components : 4
Maximum Vertices in a Connected Component : 1315
Maximum Edges in a Connected Component : 19303
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.318503
Graph Density : 0.00289802200307815
Modularity : 0.157319
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,325 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, 31 December 2021 at 11:28 UTC.
The requested start date was Friday, 31 December 2021 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, 6-hour, 10-minute period from Tuesday, 28 December 2021 at 18:49 UTC to Friday, 31 December 2021 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 : 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:
[3159] #iot,#iiot [2595] #bigdata,#analytics [1941] #analytics,#datascience [1519] #python,#rstats [1435] #datascience,#ai [1270] #ai,#machinelearning [1187] #machinelearning,#ai [1164] #machinelearning,#iot [906] #ai,#python [866] #analytics,#machinelearning Top Word Pairs in Tweet in G1:
[558] #iot,#iiot [431] #bigdata,#analytics [348] #analytics,#datascience [338] #machinelearning,#ai [313] #python,#rstats [234] #rstats,#reactjs [231] #ai,#python [223] #analytics,#machinelearning [219] #reactjs,#iot [190] #ai,#machinelearning Top Word Pairs in Tweet in G2:
[1437] #iot,#iiot [1286] #bigdata,#analytics [930] #analytics,#datascience [790] #python,#rstats [712] #datascience,#ai [655] #ai,#machinelearning [625] #machinelearning,#ai [622] #machinelearning,#iot [526] #analytics,#machinelearning [518] #ai,#python Top Word Pairs in Tweet in G3:
[578] #devcommunity,#technology [547] #bigdata,#devcommunity [471] #technology,#programming [438] #programming,#ai [428] #ai,#iiot [420] #iot,#iiot [307] #iiot,#100daysofcode [295] gave,kred [295] kred,#influence [289] #bigdata,#analytics Top Word Pairs in Tweet in G4:
[214] #bigdata,#analytics [205] #analytics,#datascience [201] #iot,#iiot [169] #datascience,#ai [155] #machinelearning,#iot [148] #ai,#machinelearning [123] #python,#rstats [105] #iiot,#pytorch [99] #pytorch,#python [76] #javascript,#reactjs Top Word Pairs in Tweet in G5:
[370] #iot,#iiot [237] #iiot,#azure [202] #azure,#pytorch [173] #ai,#iot [169] #python,#bigdata [169] #bigdata,#analytics [167] #pytorch,#cython [156] #python,#ai [148] #cython,#rstats [113] #trendingkiiara,kiiara Top Word Pairs in Tweet in G6:
[193] #machinelearning,#bigdata [147] #bigdata,#analytics [123] #analytics,#datascience [112] #datascience,#ai [92] #iot,#iiot [88] #ai,#iot [86] #python,#rstats [83] #linux,#programming [82] #coding,#100daysofcode [81] #programming,#coding Top Word Pairs in Tweet in G7:
[59] purchase,durable [59] durable,high [59] high,quality [59] quality,beds [59] beds,virginhoffice [59] virginhoffice,affordable [59] affordable,prices [59] prices,35k [59] 35k,48k [59] 48k,52k Top Word Pairs in Tweet in G8:
[25] machine,learning [15] #bigdata,#analytics [14] #analytics,#datascience [12] dpiitgoi,mhi_goi [12] mhi_goi,minmsme [12] minmsme,goi_meity [12] goi_meity,eduminofindia [12] eduminofindia,doptgoi [12] doptgoi,tatamotors [12] tatamotors,alindiaofficial Top Word Pairs in Tweet in G9:
[57] #iot,#iiot [46] #machinelearning,#ai [37] #computervision,#machinelearning [35] #analytics,#datascience [33] #bigdata,#analytics [32] #ai,#python [29] #datascience,#ai [28] #python,#iot [26] #robotics,#100daysofcode [26] #100daysofcode,#tech Top Word Pairs in Tweet in G10:
[16] #digitaltransformation,#machinelearning [13] top,10 [12] r_demidchuk,top [11] #datascience,#iot [10] #analytics,#datascience [9] #cybersecurity,#blockchain [9] #blockchain,#dx [9] #dx,#analytics [9] #ai,#iiot [9] #iiot,#datascience Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G3:
Top Replied-To in G4:
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Top Replied-To in G8:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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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 G10: