The graph represents a network of 1,191 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, 16 September 2022 at 11:21 UTC.
The requested start date was Friday, 16 September 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, 42-minute period from Wednesday, 14 September 2022 at 04:17 UTC to Friday, 16 September 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 : 1191
Unique Edges : 812
Edges With Duplicates : 15658
Total Edges : 16470
Number of Edge Types : 5
Retweet : 6792
MentionsInRetweet : 8201
Mentions : 605
Tweet : 841
Replies to : 31
Self-Loops : 1101
Reciprocated Vertex Pair Ratio : 0.00763150722267648
Reciprocated Edge Ratio : 0.0151474168244523
Connected Components : 23
Single-Vertex Connected Components : 17
Maximum Vertices in a Connected Component : 1163
Maximum Edges in a Connected Component : 16332
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.316911
Graph Density : 0.00260849931912312
Modularity : 0.129576
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 1,191 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, 16 September 2022 at 11:21 UTC.
The requested start date was Friday, 16 September 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, 42-minute period from Wednesday, 14 September 2022 at 04:17 UTC to Friday, 16 September 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:
[3382] #bigdata,#analytics [3172] #analytics,#ai [2424] #iiot,#python [1974] #iot,#iiot [1944] #ai,#ml [1884] #datascience,#machinelearning [1860] #machinelearning,#datascience [1823] #datascience,#ai [1821] #analytics,#datascience [1788] #machinelearning,#analytics Top Word Pairs in Tweet in G1:
[1355] #bigdata,#analytics [1176] #analytics,#ai [885] #ai,#ml [780] #iot,#iiot [774] #iiot,#python [748] #analytics,#datascience [740] #datascience,#ai [693] #datascience,#machinelearning [670] #machinelearning,#datascience [659] #machinelearning,#analytics Top Word Pairs in Tweet in G2:
[1035] #analytics,#ai [993] #bigdata,#analytics [811] #machinelearning,#datascience [749] #iiot,#python [583] #cybersecurity,#bigdata [576] #datascience,#machinelearning [550] #ai,#ml [545] #iot,#iiot [535] #machinelearning,#analytics [530] #datascience,#sql Top Word Pairs in Tweet in G3:
[338] #analytics,#ai [286] #iiot,#python [272] #datascience,#machinelearning [267] #machinelearning,#analytics [267] #ai,#ml [267] #ml,#tech [253] #tech,#iiot [232] cheat,sheet [134] sheet,credit [115] #python,#tensorflow Top Word Pairs in Tweet in G4:
[215] #bigdata,#analytics [211] #analytics,#datascience [211] #datascience,#ai [203] #iot,#iiot [193] #ai,#machinelearning [187] #machinelearning,#iot [161] #iiot,#python [151] #python,#rstats [70] machine,learning [62] gp_pulipaka,machine Top Word Pairs in Tweet in G5:
[156] #bigdata,#analytics [153] #iiot,#python [142] #analytics,#ai [140] #machinelearning,#datascience [136] #cybersecurity,#bigdata [129] #ai,#iiot [128] #datascience,#sql [125] #sql,#cybersecurity [94] #python,#rstats [39] programming,languages Top Word Pairs in Tweet in G6:
[70] #bigdata,#analytics [69] #iiot,#python [53] #ai,#machinelearning [53] #iot,#iiot [52] #datascience,#ai [51] #analytics,#datascience [51] #python,#rstats [50] #machinelearning,#iot [44] machine,learning [40] #rstats,#tens Top Word Pairs in Tweet in G7:
[350] #analytics,#ai [259] #datascience,#machinelearning [247] #machinelearning,#analytics [214] dev,take [214] take,survey [214] survey,win [213] hey,dev [180] #bigdata,#analytics [161] #ai,#ml [153] #iot,#iiot Top Word Pairs in Tweet in G8:
[220] #bigdata,#analytics [204] #analytics,#datascience [203] #datascience,#ai [202] #machinelearning,#bigdata [167] #ai,#iot [136] #iot,#iiot [79] ucouponsme,100 [73] #iiot,#python [61] #coding,#100daysofcode [58] #javascript,#reactjs Top Word Pairs in Tweet in G9:
[46] #bigdata,#analytics [35] #iot,#iiot [35] #datascience,#ai [34] #analytics,#datascience [27] #ai,#machinelearning [24] #machinelearning,#iot [24] #iiot,#python [21] #python,#rstats [17] #ai,#iot [16] #machinelearning,#datascience Top Word Pairs in Tweet in G10:
[16] #cryptocurrency,#ai [16] #ai,#datascience [15] #datascience,#coding [12] #coding,#programming [10] #programming,#engineering [5] #engineering,#datascientist [5] bp,#cryptocurrency [3] bp,mainnet [3] soon,#cryptocurrency [2] #datascientist,#bigdata Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G7:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G7:
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Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G5:
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Top Tweeters in G7:
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Top Tweeters in G9:
Top Tweeters in G10: