The graph represents a network of 861 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, 02 July 2021 at 10:41 UTC.
The requested start date was Friday, 02 July 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, 50-minute period from Tuesday, 29 June 2021 at 19:59 UTC to Thursday, 01 July 2021 at 23:50 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 : 861
Unique Edges : 642
Edges With Duplicates : 15080
Total Edges : 15722
Number of Edge Types : 5
Retweet : 7010
MentionsInRetweet : 7784
Mentions : 439
Tweet : 485
Replies to : 4
Self-Loops : 560
Reciprocated Vertex Pair Ratio : 0.012
Reciprocated Edge Ratio : 0.0237154150197628
Connected Components : 13
Single-Vertex Connected Components : 9
Maximum Vertices in a Connected Component : 844
Maximum Edges in a Connected Component : 15697
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.084795
Graph Density : 0.00410015395835021
Modularity : 0.116306
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 861 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, 02 July 2021 at 10:41 UTC.
The requested start date was Friday, 02 July 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, 50-minute period from Tuesday, 29 June 2021 at 19:59 UTC to Thursday, 01 July 2021 at 23:50 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:
[5537] #bigdata,#analytics [5394] #iot,#iiot [3953] #analytics,#datascience [2968] #datascience,#ai [2495] #ai,#machinelearning [2356] #machinelearning,#iot [1929] #datascience,#iot [1910] #python,#rstats [1538] #analytics,#ai [1456] #python,#bigdata Top Word Pairs in Tweet in G1:
[3681] #bigdata,#analytics [3596] #iot,#iiot [2572] #analytics,#datascience [1944] #datascience,#ai [1656] #ai,#machinelearning [1556] #machinelearning,#iot [1263] #datascience,#iot [1258] #python,#rstats [1072] #analytics,#ai [987] #python,#bigdata Top Word Pairs in Tweet in G2:
[575] #iot,#iiot [552] #bigdata,#analytics [431] #analytics,#datascience [324] #datascience,#ai [270] #ai,#machinelearning [254] #machinelearning,#iot [201] #datascience,#iot [192] #python,#rstats [167] #analytics,#ai [157] #python,#bigdata Top Word Pairs in Tweet in G3:
[371] #bigdata,#analytics [356] #iot,#iiot [339] #analytics,#datascience [248] #ai,#machinelearning [247] #datascience,#ai [235] #machinelearning,#iot [161] #python,#rstats [155] #iiot,#python [95] #iiot,#pytorch [81] #datascience,#iot Top Word Pairs in Tweet in G4:
[433] #bigdata,#analytics [431] #iot,#iiot [269] #datascience,#iot [232] #python,#bigdata [217] #analytics,#ai [212] #iiot,#azure [209] #analytics,#datascience [202] #ai,#datascience [143] #datascience,#ai [142] #azure,#rstats Top Word Pairs in Tweet in G5:
[434] #bigdata,#analytics [381] #iot,#iiot [361] #analytics,#datascience [278] #datascience,#ai [185] #machinelearning,#bigdata [173] #ai,#machinelearning [166] #python,#rstats [158] #machinelearning,#iot [132] #iiot,#python [99] #ai,#iot Top Word Pairs in Tweet in G6:
[36] #iot,#iiot [35] #bigdata,#analytics [29] #analytics,#datascience [24] #datascience,#ai [15] #ai,#machinelearning [15] #machinelearning,#iot [12] #python,#rstats [11] #machinelearning,#bigdata [10] #datascience,#iot [9] #iiot,#python Top Word Pairs in Tweet in G7:
[18] #bigdata,#analytics [10] infographic,#iot [10] #iot,#iiot [9] #internet,#aviation [9] #aviation,infographic [9] #iot,#ioa [9] #ioa,#datascience [9] #datascience,fisher85m [9] fisher85m,#cybersecurity [9] #cybersecurity,#industry40 Top Word Pairs in Tweet in G8:
[4] #fintech,#blockchain [3] case,missed [3] missed,udemy [3] udemy,coupons's [3] coupons's,tweet [3] #technology,#infosec [3] #infosec,#security [3] #security,#iot [3] #iot,#iiot [3] #iiot,#chatbots Top Word Pairs in Tweet in G9:
[13] #industry40,#ai [13] #ai,#iiot [12] #machinelearning,#bigdata [12] #cybersecurity,#blockchain [12] #blockchain,#dx [12] #dx,#analytics [12] #iiot,#datascience [11] #datascience,#iot [10] #artificialintelligence,#cybersecurity [10] #analytics,#industry40 Top Word Pairs in Tweet in G10:
[5] #bigdata,#analytics [5] #iot,#iiot [3] infographic,data [3] data,science [3] science,lifecycle [3] lifecycle,_______ [3] _______,#ai [3] #ai,#datamining [3] #datamining,#ml [3] #ml,#datamanagement Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: