The graph represents a network of 1,412 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, 19 August 2022 at 10:39 UTC.
The requested start date was Friday, 19 August 2022 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 1-day, 19-hour, 29-minute period from Wednesday, 17 August 2022 at 04:31 UTC to Friday, 19 August 2022 at 00:00 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 : 1412
Unique Edges : 1126
Edges With Duplicates : 14798
Total Edges : 15924
Number of Edge Types : 5
Retweet : 6590
MentionsInRetweet : 7760
Mentions : 420
Tweet : 1138
Replies to : 16
Self-Loops : 1231
Reciprocated Vertex Pair Ratio : 0.00660893345487694
Reciprocated Edge Ratio : 0.0131310844464569
Connected Components : 50
Single-Vertex Connected Components : 35
Maximum Vertices in a Connected Component : 1341
Maximum Edges in a Connected Component : 15824
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.338865
Graph Density : 0.00221699997791533
Modularity : 0.175768
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 1,412 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, 19 August 2022 at 10:39 UTC.
The requested start date was Friday, 19 August 2022 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 1-day, 19-hour, 29-minute period from Wednesday, 17 August 2022 at 04:31 UTC to Friday, 19 August 2022 at 00:00 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:
[3285] #bigdata,#analytics [2957] #iiot,#python [2780] #analytics,#ai [2112] #iot,#iiot [1804] #analytics,#datascience [1680] #ai,#ml [1625] #python,#rstats [1581] #datascience,#ai [1491] #ai,#machinelearning [1410] #machinelearning,#datascience Top Word Pairs in Tweet in G1:
[1792] #bigdata,#analytics [1746] #iiot,#python [1614] #analytics,#ai [1113] #iot,#iiot [1105] #ai,#ml [994] #python,#rstats [952] #analytics,#datascience [870] #machinelearning,#analytics [861] #tech,#iiot [839] #datascience,#machinelearning Top Word Pairs in Tweet in G2:
[371] #analytics,#ai [303] #datascience,#machinelearning [293] #ai,#ml [290] #iiot,#python [259] #machinelearning,#analytics [229] #ml,#tech [226] #tech,#iiot [189] #bigdata,#analytics [133] cheat,sheet [113] #cybersecurity,#bigdata Top Word Pairs in Tweet in G3:
[318] #analytics,#ai [298] #bigdata,#analytics [284] #cybersecurity,#bigdata [276] #ai,#iiot [252] #machinelearning,#datascience [248] #datascience,#sql [247] #sql,#cybersecurity [198] #iiot,#python [135] cheat,sheet [125] sheet,#machinelearning Top Word Pairs in Tweet in G4:
[156] #bigdata,#analytics [144] #iot,#iiot [115] #healthtech,#datascientist [115] #ehealth,#finserv [114] #finserv,#cloud [113] #datascientist,#csuite [113] #csuite,#digitalhealth [113] #digitalhealth,#web3 [113] #web3,#cx [113] #cx,#ehealth Top Word Pairs in Tweet in G5:
[330] #bigdata,#analytics [269] #analytics,#ai [265] #iiot,#python [210] #iot,#iiot [178] #analytics,#datascience [152] #datascience,#ai [151] #ai,#machinelearning [132] #machinelearning,#datascience [132] #python,#rstats [132] #machinelearning,#iot Top Word Pairs in Tweet in G6:
[390] #bigdata,#analytics [352] #analytics,#datascience [345] #datascience,#ai [334] #iot,#iiot [315] #ai,#machinelearning [304] #machinelearning,#iot [263] #iiot,#python [230] #python,#rstats [102] #iiot,#pytorch [92] #pytorch,#python Top Word Pairs in Tweet in G7:
[126] #iot,#iiot [82] #javascript,#reactjs [63] #iiot,#pytorch [62] #reactjs,#wordpress [61] #python,#iot [57] #wordpress,#security [52] #pytorch,#javascript [52] #security,#defi [41] #ai,#iot [40] #defi,#ad Top Word Pairs in Tweet in G8:
[10] #analytics,#datascience [10] #iot,#iiot [9] #datascience,#ai [6] #bigdata,#analytics [5] #btc,#eth [5] #eth,#analytics [5] #ai,#projects [5] #projects,sme_rt [5] sme_rt,#iiot [4] #iiot,superalgos Top Word Pairs in Tweet in G9:
[62] #bigdata,#analytics [55] #iot,#iiot [51] #analytics,#datascience [46] #iiot,#python [37] #datascience,#ai [35] #ai,#machinelearning [35] #machinelearning,#iot [30] #python,#rstats [27] #analytics,#ai [24] #rstats,#tensorflow Top Word Pairs in Tweet in G10:
[30] #cybersecurity,#bigdata [26] #datascience,#sql [26] #sql,#cybersecurity [21] #machinelearning,#datascience [18] #bigdata,#analytics [17] #programming,#machinelearning [14] #analytics,#ai [14] platforms,resources [14] resources,learn [14] learn,coding Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G4:
Top Replied-To in G7:
Top Replied-To in G9:
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: