The graph represents a network of 1,331 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, 09 September 2022 at 11:03 UTC.
The requested start date was Friday, 09 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 2-day, 15-hour, 32-minute period from Tuesday, 06 September 2022 at 08:27 UTC to Friday, 09 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 : 1331
Unique Edges : 698
Edges With Duplicates : 15231
Total Edges : 15929
Number of Edge Types : 5
Retweet : 6936
MentionsInRetweet : 7661
Tweet : 578
Mentions : 745
Replies to : 9
Self-Loops : 852
Reciprocated Vertex Pair Ratio : 0.00516732283464567
Reciprocated Edge Ratio : 0.010281517747858
Connected Components : 9
Single-Vertex Connected Components : 5
Maximum Vertices in a Connected Component : 1320
Maximum Edges in a Connected Component : 15914
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.340911
Graph Density : 0.00230760974562627
Modularity : 0.158882
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 1,331 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, 09 September 2022 at 11:03 UTC.
The requested start date was Friday, 09 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 2-day, 15-hour, 32-minute period from Tuesday, 06 September 2022 at 08:27 UTC to Friday, 09 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 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:
[4374] #bigdata,#analytics [2599] #cybersecurity,#bigdata [2566] #iiot,#python [2534] #python,#rstats [2506] #analytics,#ai [2336] #iot,#iiot [2300] #sql,#cybersecurity [2226] #ai,#iiot [2069] #datascience,#sql [1948] #machinelearning,#datascience Top Word Pairs in Tweet in G1:
[2542] #bigdata,#analytics [1613] #cybersecurity,#bigdata [1538] #analytics,#ai [1472] #iiot,#python [1403] #sql,#cybersecurity [1374] #python,#rstats [1369] #ai,#iiot [1264] #datascience,#sql [1216] #machinelearning,#datascience [1153] #iot,#iiot Top Word Pairs in Tweet in G2:
[663] #bigdata,#analytics [569] #cybersecurity,#bigdata [563] #analytics,#ai [536] #sql,#cybersecurity [505] #ai,#iiot [486] #datascience,#sql [469] #iiot,#python [411] #python,#rstats [405] #machinelearning,#datascience [346] cheat,sheet Top Word Pairs in Tweet in G3:
[348] #ai,#ml [346] #ml,#datascience [344] #artificialintelligence,#ai [331] #datascience,#datascientists [323] #bigdata,#analytics [318] #datascientists,#codenewbies [294] #codenewbies,#tech [217] #python,#rstats [201] #iot,#iiot [200] #iiot,#python Top Word Pairs in Tweet in G4:
[445] #csuite,#digitalhealth [443] #digitalhealth,#web3 [443] #web3,#cx [443] #cx,#ehealth [442] #datascientist,#csuite [440] #healthtech,#datascientist [435] #ehealth,#finserv [430] #finserv,#cloud [430] #cloud,#insurtech [405] #iot,#iiot Top Word Pairs in Tweet in G5:
[455] #bigdata,#analytics [412] #iot,#iiot [409] #analytics,#datascience [327] #datascience,#ai [318] #ai,#machinelearning [316] #machinelearning,#iot [308] #python,#rstats [218] #iiot,#python [166] #iiot,#pytorch [166] #pytorch,#python Top Word Pairs in Tweet in G6:
[103] #bigdata,#analytics [69] #machinelearning,#bigdata [61] #analytics,#datascience [57] #datascience,#ai [50] #ai,#iot [47] #python,#rstats [46] #iot,#iiot [43] #iiot,#python [40] #rstats,#tensorflow [38] #coding,#100daysofcode Top Word Pairs in Tweet in G7:
[7] #bigdata,#analytics [6] #artificialintelligence,#ai [6] #ai,#ml [6] #ml,#datascience [6] #datascience,#datascientists [6] #datascientists,#codenewbies [5] #codenewbies,#tech [4] #machinelearning,#datascience [4] #datascience,#sql [4] #sql,#cybersecurity Top Word Pairs in Tweet in G8:
[6] #iot,#iiot [5] #javascript,#reactjs [4] look,time [4] time,twitter [4] twitter,#python [4] #python,#iot [4] #iiot,#pytorch [4] #pytorch,#ad [4] #ad,#javascript [4] #reactjs,#wordpress Top Word Pairs in Tweet in G9:
[3] intel,proves [3] proves,iot [3] iot,success [3] success,using [3] using,big [3] big,data [3] data,analytics [3] analytics,bring [3] bring,cost [3] cost,savings Top Word Pairs in Tweet in G10:
[2] #datascience,#bigdata [2] #bigdata,#analytics [2] #analytics,#ai [2] #ai,#iiot [2] #python,#rstats [2] #javascript,#reactjs [2] #reactjs,#cloudcomputing Top Replied-To in Entire Graph:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G8:
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 G9:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: