The graph represents a network of 1,351 Twitter users whose tweets in the requested range contained "iiot machinelearning", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 03 June 2022 at 11:23 UTC.
The requested start date was Friday, 03 June 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 2-day, 16-hour, 11-minute period from Tuesday, 31 May 2022 at 07:48 UTC to Friday, 03 June 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 : 1351
Unique Edges : 1228
Edges With Duplicates : 15397
Total Edges : 16625
Number of Edge Types : 5
Retweet : 6804
MentionsInRetweet : 8604
Tweet : 711
Replies to : 18
Mentions : 488
Self-Loops : 815
Reciprocated Vertex Pair Ratio : 0.0131578947368421
Reciprocated Edge Ratio : 0.025974025974026
Connected Components : 10
Single-Vertex Connected Components : 6
Maximum Vertices in a Connected Component : 1339
Maximum Edges in a Connected Component : 16611
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.178352
Graph Density : 0.00236422951448858
Modularity : 0.172013
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,351 Twitter users whose tweets in the requested range contained "iiot machinelearning", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 03 June 2022 at 11:23 UTC.
The requested start date was Friday, 03 June 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 2-day, 16-hour, 11-minute period from Tuesday, 31 May 2022 at 07:48 UTC to Friday, 03 June 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 machinelearning
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:
[4609] #bigdata,#analytics [3082] #analytics,#datascience [2607] #iiot,#python [2576] #datascience,#ai [2387] #ai,#machinelearning [2306] #python,#rstats [2273] #iot,#iiot [1831] #machinelearning,#iot [1608] #ai,#iiot [1585] #machinelearning,#datascience Top Word Pairs in Tweet in G1:
[2819] #bigdata,#analytics [1945] #analytics,#datascience [1582] #ai,#machinelearning [1485] #datascience,#ai [1431] #iiot,#python [1417] #iot,#iiot [1277] #python,#rstats [1230] #machinelearning,#iot [959] #machinelearning,#datascience [786] #ai,#iiot Top Word Pairs in Tweet in G2:
[671] #bigdata,#analytics [540] #iiot,#python [539] #ai,#iiot [529] #python,#rstats [521] #cybersecurity,#bigdata [440] #analytics,#ai [403] cheat,sheet [400] #sql,#cybersecurity [397] #datascience,#sql [370] #machinelearning,#datascience Top Word Pairs in Tweet in G3:
[174] #bigdata,#analytics [169] #iot,#iiot [132] #datascience,#ai [127] #analytics,#datascience [98] #iiot,#python [94] #machinelearning,#datascience [94] #ai,#machinelearning [60] #python,#rstats [58] #iiot,#iotpl [58] #analytics,#ai Top Word Pairs in Tweet in G4:
[763] #bigdata,#analytics [611] #analytics,#datascience [570] #datascience,#ai [468] #ai,#machinelearning [446] #iot,#iiot [416] #iiot,#python [375] #machinelearning,#iot [332] #python,#rstats [164] #ai,#iiot [161] #cybersecurity,#bigdata Top Word Pairs in Tweet in G5:
[24] #machinelearning,#bigdata [20] #iot,#iiot [17] #bigdata,#analytics [16] state,#iot [16] #iot,2022 [16] 2022,number [16] number,connected [16] connected,devices [16] devices,growing [16] growing,18 Top Word Pairs in Tweet in G6:
[16] machine,learning [8] #machinelearning,#ml [7] #ai,#ml [7] #bigdata,#analytics [6] #iiot,#python [6] #health,#healthtech [5] #healthcare,#healthtech [5] catherineadenle,machine [4] #machinelearning,#ai [4] #ai,#iiot Top Word Pairs in Tweet in G7:
[37] #bigdata,#analytics [30] #analytics,#ai [30] #iot,#iiot [29] #python,#bigdata [26] #iiot,#azure [26] #azure,#pytorch [16] kiiara,kiiara [16] kiiara,thing [16] thing,#python [16] #ai,#buildinginpublic Top Word Pairs in Tweet in G8:
[68] #analytics,#datascience [66] #datascience,#ai [62] #ai,#machinelearning [56] #btc,#ethereum [51] #machinelearning,#iiot [40] #tensorflow,blazedrts [34] #ethereum,#eth [34] #eth,#analytics [34] #iiot,#tensorflow [27] #bigdata,#analytics Top Word Pairs in Tweet in G9:
[58] #iiot,#python [56] #python,#rstats [54] #machinelearning,#iot [54] #iot,#iiot [53] #art,#aiart [51] #bigdata,#analytics [49] #machinelearning,#deeplearning [48] #aiart,#machinelearning [46] #deeplearning,#mlsogood [40] #analytics,#datascience Top Word Pairs in Tweet in G10:
[21] #bigdata,#analytics [19] #iiot,#python [17] #cybersecurity,#bigdata [17] #ai,#iiot [17] #python,#rstats [14] cheat,sheet [14] #analytics,#datascience [14] #datascience,#ai [13] sheet,#machinelearning [13] #machinelearning,#cybersecurity Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: