The graph represents a network of 1,058 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, 05 March 2021 at 12:20 UTC.
The requested start date was Friday, 05 March 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, 14-hour, 48-minute period from Tuesday, 02 March 2021 at 09:52 UTC to Friday, 05 March 2021 at 00:41 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 : 1058
Unique Edges : 1546
Edges With Duplicates : 16457
Total Edges : 18003
Number of Edge Types : 5
Retweet : 7161
MentionsInRetweet : 9596
Mentions : 819
Tweet : 415
Replies to : 12
Self-Loops : 537
Reciprocated Vertex Pair Ratio : 0.0139747995418099
Reciprocated Edge Ratio : 0.0275643922277451
Connected Components : 6
Single-Vertex Connected Components : 5
Maximum Vertices in a Connected Component : 1053
Maximum Edges in a Connected Component : 18002
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.045483
Graph Density : 0.00395777184420007
Modularity : 0.136553
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 1,058 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, 05 March 2021 at 12:20 UTC.
The requested start date was Friday, 05 March 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, 14-hour, 48-minute period from Tuesday, 02 March 2021 at 09:52 UTC to Friday, 05 March 2021 at 00:41 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:
[2615] #iot,#iiot [2048] #bigdata,#analytics [2024] #datascience,#ai [1790] #analytics,#datascience [1503] #ai,#machinelearning [1294] #python,#rstats [1090] #machinelearning,#iot [1062] #rstats,#reactjs [997] #iiot,#python [823] #python,#nlp Top Word Pairs in Tweet in G1:
[1606] #iot,#iiot [1270] #bigdata,#analytics [1214] #datascience,#ai [1120] #analytics,#datascience [919] #ai,#machinelearning [812] #python,#rstats [738] #rstats,#reactjs [691] #iiot,#python [658] #python,#nlp [646] #machinelearning,#iot Top Word Pairs in Tweet in G2:
[315] #iot,#iiot [185] #bigdata,#analytics [169] #ai,#machinelearning [148] #machinelearning,#ml [142] #analytics,#datascience [139] #datascience,#ai [126] #iiot,#iotpl [102] #iiot,#iot [101] #python,#rstats [81] #rstats,#reactjs Top Word Pairs in Tweet in G3:
[207] #uk,#linkedin [204] #insurtech,#usa [203] #bigdata,#uk [203] #women,#insurtech [198] #datascience,#ai [197] #usa,#socialmedia [171] #fashion,#women [169] #linkedin,#fashion [153] #socialmedia,#iiot [150] #iot,#iiot Top Word Pairs in Tweet in G4:
[95] #iot,#iiot [79] #bigdata,#analytics [70] #datascience,#ai [59] #digitaltransformation,#cloud [56] #analytics,#datascience [53] #machinelearning,#iot [52] #ai,#machinelearning [49] #iiot,#python [48] #python,#rstats [44] #cloud,#machinelearning Top Word Pairs in Tweet in G5:
[349] #bigdata,#analytics [336] #analytics,#datascience [323] #datascience,#ai [273] #iot,#iiot [243] #ai,#machinelearning [222] #machinelearning,#iot [133] #python,#rstats [113] #iiot,#pytorch [110] #iiot,#python [105] #pytorch,#python Top Word Pairs in Tweet in G6:
[167] #rstats,#reactjs [124] #ai,#python [123] #iot,#iiot [122] #python,#rstats [87] #analytics,#machinelearning [86] #machinelearning,#ai [81] #reactjs,#iot [65] #analytics,#bigdata [62] #ml,#nlp [59] #iiot,#bigdata Top Word Pairs in Tweet in G7:
[52] #iot,#iiot [45] #datascience,#ai [33] #bigdata,#analytics [29] #analytics,#datascience [26] #ai,#machinelearning [23] #python,#rstats [21] #ai,#iot [21] #iiot,#pytorch [21] #machinelearning,#iot [19] #machinelearning,#bigdata Top Word Pairs in Tweet in G8:
[12] #ai,#innovation [9] ai,helps [9] helps,count [9] count,items [9] items,âš [9] âš,#digitaltransformation [9] #digitaltransformation,#ai [9] #innovation,#iot [9] #iot,#emergingtech [9] #emergingtech,#mi Top Word Pairs in Tweet in G10:
[8] #digitaltransformation,#machinelearning [5] #artificialintelligence,#cybersecurity [5] #cybersecurity,#blockchain [5] #blockchain,#dx [5] #industry40,#ai [5] #ai,#iiot [5] #iiot,#datascience [5] #datascience,#iot [4] 5g,industrial [4] industrial,operations Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G7:
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 G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
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Top Tweeters in G4:
Top Tweeters in G5:
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Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: