The graph represents a network of 774 Twitter users whose tweets in the requested range contained "iiot bigdata", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 06 August 2021 at 10:43 UTC.
The requested start date was Friday, 06 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, 4-hour, 11-minute period from Sunday, 01 August 2021 at 05:05 UTC to Tuesday, 03 August 2021 at 09:17 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 : 774
Unique Edges : 804
Edges With Duplicates : 15476
Total Edges : 16280
Number of Edge Types : 5
Retweet : 7159
MentionsInRetweet : 8281
Mentions : 328
Tweet : 509
Replies to : 3
Self-Loops : 611
Reciprocated Vertex Pair Ratio : 0.00757836720633827
Reciprocated Edge Ratio : 0.015042735042735
Connected Components : 3
Single-Vertex Connected Components : 2
Maximum Vertices in a Connected Component : 772
Maximum Edges in a Connected Component : 16278
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.020631
Graph Density : 0.00488883540419387
Modularity : 0.101096
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 774 Twitter users whose tweets in the requested range contained "iiot bigdata", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 06 August 2021 at 10:43 UTC.
The requested start date was Friday, 06 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, 4-hour, 11-minute period from Sunday, 01 August 2021 at 05:05 UTC to Tuesday, 03 August 2021 at 09:17 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 bigdata
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:
[4809] #bigdata,#analytics [4230] #iot,#iiot [2450] #analytics,#datascience [2255] #python,#bigdata [2130] #analytics,#ai [2067] #datascience,#iot [1784] #datascience,#ai [1775] #iiot,#azure [1565] #ai,#datascience [1338] #python,#rstats Top Word Pairs in Tweet in G1:
[768] #bigdata,#analytics [629] #iot,#iiot [542] #analytics,#datascience [416] #datascience,#ai [305] #ai,#machinelearning [288] #machinelearning,#iot [243] #python,#rstats [228] #datascience,#iot [196] #iiot,#pytorch [171] #iiot,#python Top Word Pairs in Tweet in G2:
[2767] #bigdata,#analytics [2489] #iot,#iiot [1414] #python,#bigdata [1338] #analytics,#datascience [1310] #analytics,#ai [1232] #datascience,#iot [1071] #iiot,#azure [988] #ai,#datascience [966] #datascience,#ai [768] #python,#rstats Top Word Pairs in Tweet in G3:
[330] #bigdata,#analytics [267] #iot,#iiot [167] #analytics,#ai [161] #python,#bigdata [158] #analytics,#datascience [128] #machinelearning,#bigdata [126] #datascience,#ai [119] #datascience,#iot [115] #iiot,#azure [97] #ai,#datascience Top Word Pairs in Tweet in G4:
[539] #bigdata,#analytics [474] #iot,#iiot [424] #python,#bigdata [390] #analytics,#ai [363] #iiot,#azure [337] #datascience,#iot [304] #ai,#datascience [276] #rstats,#dotnet [246] #azure,#rstats [216] #cpp,#java Top Word Pairs in Tweet in G5:
[197] #bigdata,#analytics [167] #machinelearning,#bigdata [167] #machinelearning,#socialmedia [158] #100daysofcode,#bigdata [153] #analytics,#datascience [150] #iot,#iiot [133] #datascience,#ai [131] #bigdata,#100daysofmlcode [128] #socialmedia,#100daysofcode [102] #100daysofmlcode,#python Top Word Pairs in Tweet in G6:
[163] #iot,#iiot [141] #bigdata,#analytics [100] #analytics,#datascience [91] #datascience,#iot [65] #python,#rstats [47] #analytics,#machinelearning [47] #machinelearning,#ai [46] #rstats,#reactjs [45] #ai,#python [45] #reactjs,#iot Top Word Pairs in Tweet in G7:
[3] paper,price [3] price,personalization [3] personalization,#bigdata [3] #bigdata,#gdpr [3] #gdpr,context [3] context,#ir40 [3] #ir40,#pricing [3] #pricing,#fintech [3] #fintech,#privacy [3] #privacy,#ecommerce Top Word Pairs in Tweet in G8:
[67] #bigdata,#analytics [57] #iot,#iiot [32] #analytics,#datascience [32] #python,#bigdata [32] #analytics,#ai [29] #datascience,#ai [26] #iiot,#azure [25] #datascience,#iot [24] #ai,#machinelearning [24] #ai,#datascience Top Word Pairs in Tweet in G9:
[5] #data,#dataengineering [5] #dataengineering,#datastrategy [3] #programming,#database [3] #analytics,#bigdata [3] #bigdata,#rstats [3] #rstats,#ai [3] #ai,#reactjs [3] #reactjs,#python [3] #python,#datascience [3] #datascience,#iiot 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:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
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Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G5:
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Top Tweeters in G10: