The graph represents a network of 876 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, 13 August 2021 at 10:22 UTC.
The requested start date was Friday, 13 August 2021 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, 3-hour, 34-minute period from Tuesday, 10 August 2021 at 05:50 UTC to Thursday, 12 August 2021 at 09:25 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 : 876
Unique Edges : 1126
Edges With Duplicates : 15980
Total Edges : 17106
Number of Edge Types : 5
Retweet : 7075
MentionsInRetweet : 8878
Mentions : 745
Tweet : 404
Replies to : 4
Self-Loops : 476
Reciprocated Vertex Pair Ratio : 0.0226685796269727
Reciprocated Edge Ratio : 0.0443322109988777
Connected Components : 10
Single-Vertex Connected Components : 5
Maximum Vertices in a Connected Component : 861
Maximum Edges in a Connected Component : 17091
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.157558
Graph Density : 0.00464970645792564
Modularity : 0.120539
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 876 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, 13 August 2021 at 10:22 UTC.
The requested start date was Friday, 13 August 2021 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, 3-hour, 34-minute period from Tuesday, 10 August 2021 at 05:50 UTC to Thursday, 12 August 2021 at 09:25 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:
[4669] #iot,#iiot [4431] #bigdata,#analytics [2489] #datascience,#iot [2437] #python,#bigdata [2282] #analytics,#datascience [2229] #iiot,#azure [1972] #analytics,#ai [1938] #ai,#datascience [1826] #datascience,#ai [1435] #rstats,#dotnet Top Word Pairs in Tweet in G1:
[368] #iot,#iiot [281] #bigdata,#analytics [176] #datascience,#iot [150] #analytics,#datascience [147] #iiot,#azure [144] #python,#bigdata [133] #analytics,#ai [129] #ai,#datascience [124] #datascience,#ai [90] #rstats,#dotnet Top Word Pairs in Tweet in G2:
[3164] #iot,#iiot [3035] #bigdata,#analytics [1779] #python,#bigdata [1721] #datascience,#iot [1581] #iiot,#azure [1441] #ai,#datascience [1430] #analytics,#datascience [1429] #analytics,#ai [1163] #datascience,#ai [999] #rstats,#dotnet Top Word Pairs in Tweet in G3:
[735] #iot,#iiot [691] #bigdata,#analytics [481] #datascience,#iot [433] #python,#bigdata [421] #iiot,#azure [362] #analytics,#datascience [340] #analytics,#ai [310] #ai,#datascience [300] #rstats,#dotnet [254] #azure,#rstats Top Word Pairs in Tweet in G4:
[203] #iot,#iiot [168] #bigdata,#analytics [139] #socialmedia,#100daysofcode [139] #100daysofcode,#bigdata [122] #python,#flutter [121] #bigdata,#womenwhocode [116] #womenwhocode,#python [106] #analytics,#datascience [91] #datascience,#ai [83] #flutter,#cybersecurity Top Word Pairs in Tweet in G5:
[169] #bigdata,#analytics [162] #analytics,#datascience [149] #iot,#iiot [145] #datascience,#ai [136] #ai,#machinelearning [131] #machinelearning,#iot [70] #python,#rstats [54] #iiot,#python [35] #javascript,#reactjs [34] #rstats,#tensorflow Top Word Pairs in Tweet in G6:
[87] #bigdata,#analytics [83] #machinelearning,#bigdata [72] #analytics,#datascience [56] #datascience,#ai [54] #ai,#iot [48] #iot,#iiot [32] #python,#rstats [30] #iiot,#python [28] #rstats,#tensorflow [28] #tensorflow,#java Top Word Pairs in Tweet in G7:
[2] using,ai [2] ai,understand [2] understand,human [2] human,brain [2] brain,asmedotorg [2] asmedotorg,3dsnorthamerica [2] 3dsnorthamerica,kelguerin [2] kelguerin,suzannem Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: