The graph represents a network of 1,146 Twitter users whose recent tweets contained "iiot bigdata", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 1/12/2023 5:00:35 PM. The network was obtained from Twitter on Friday, 13 January 2023 at 12:02 UTC.
The tweets in the network were tweeted over the 1760-day, 15-hour, 14-minute period from Monday, 19 March 2018 at 09:45 UTC to Friday, 13 January 2023 at 01:00 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
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 : 1146
Unique Edges : 485
Edges With Duplicates : 9999
Total Edges : 10484
Number of Edge Types : 8
Retweet : 3768
MentionsInRetweet : 4381
Tweet : 1239
Mentions : 359
MentionsInQuote : 319
Replies to : 276
MentionsInReplyTo : 121
Quote : 21
Self-Loops : 2785
Reciprocated Vertex Pair Ratio : 0.00575815738963532
Reciprocated Edge Ratio : 0.0114503816793893
Connected Components : 27
Single-Vertex Connected Components : 19
Maximum Vertices in a Connected Component : 1037
Maximum Edges in a Connected Component : 10203
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.359853
Graph Density : 0.00159735400138702
Modularity : 0.148563
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 1,146 Twitter users whose recent tweets contained "iiot bigdata", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 1/12/2023 5:00:35 PM. The network was obtained from Twitter on Friday, 13 January 2023 at 12:02 UTC.
The tweets in the network were tweeted over the 1760-day, 15-hour, 14-minute period from Monday, 19 March 2018 at 09:45 UTC to Friday, 13 January 2023 at 01:00 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
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:
[2519] #bigdata,#analytics [2107] #iot,#iiot [1632] #python,#rstats [1437] #analytics,#datascience [1256] #iiot,#python [1121] #analytics,#ai [1052] #ai,#iiot [1050] #ai,#machinelearning [1048] #datascience,#ai [935] #machinelearning,#iot Top Word Pairs in Tweet in G1:
[547] #bigdata,#analytics [545] #analytics,#datascience [540] #iot,#iiot [448] #python,#rstats [402] #datascience,#ai [340] #ai,#machinelearning [319] #machinelearning,#iot [259] #rstats,#tensorflow [239] #iiot,#pytorch [239] #pytorch,#python Top Word Pairs in Tweet in G2:
[836] #bigdata,#analytics [788] #iot,#iiot [595] #ai,#iiot [490] #analytics,#ai [487] #python,#rstats [466] #ai,#ml [432] #bigdata,#devcommunity [424] #devcommunity,#technology [390] #analytics,#datascience [372] #machinelearning,#datascience Top Word Pairs in Tweet in G3:
[283] #bigdata,#analytics [210] #cybersecurity,#bigdata [203] #analytics,#ai [200] #datascience,#sql [196] #sql,#cybersecurity [176] #iiot,#python [173] #python,#rstats [171] #ai,#iiot [169] #machinelearning,#datascience [75] #rstats,#tensorflow Top Word Pairs in Tweet in G4:
[104] #healthtech,#smartcity [97] #smartcity,#datascientist [93] #datascientist,#csuite [93] #ehealth,#finserv [93] #web3,#cx [93] #csuite,#digitalhealth [93] #digitalhealth,#web3 [93] #cx,#ehealth [58] #innovation,#iot [53] chidambara09,#healthtech Top Word Pairs in Tweet in G5:
[67] #ml,#datascience [65] #ai,#ml [65] #artificialintelligence,#ai [62] #datascience,#datascientists [61] #datascientists,#codenewbies [61] #codenewbies,#tech [58] #bigdata,#analytics [52] #iot,#iiot [42] #programming,#coding [40] #datascientist,#programming Top Word Pairs in Tweet in G6:
[571] #bigdata,#analytics [442] #iot,#iiot [354] #python,#rstats [353] #iiot,#python [326] #analytics,#ai [289] #datascience,#datascientists [249] #rstats,#tensorflow [222] #analytics,#datascience [219] #machinelearning,#datascience [216] #cybersecurity,#bigdata Top Word Pairs in Tweet in G7:
[92] #money,#info [92] #tech,#money [92] #future,#tech [51] #dataoil,#cryptomarket [51] #iiot,#bigdata [51] #bigdata,#dataoil [48] #japan,#5g [48] #cryptomarket,#datautility [48] #datautility,#japan [48] #5g,#7g Top Word Pairs in Tweet in G8:
[59] #udemy,#bigdata [48] #bigdata,#bioinformatics [43] #digitaltransformation,#machinelearning [27] #iot,#iiot [24] #machinelearning,#bigdata [22] #bigdata,#analytics [22] #bigdata,#artificialintelligence [20] #metaverse,ecosystem [20] #blockchain,mckinsey [20] mckinsey,#digitaltransformation Top Word Pairs in Tweet in G9:
[55] #iot,#iiot [41] #bigdata,#analytics [37] #analytics,#datascience [29] #datascience,#ai [29] #ai,#machinelearning [28] #python,#rstats [24] #machinelearning,#iot [18] #iiot,#python [18] #rstats,#tensorflow [15] #iiot,#pytorch Top Word Pairs in Tweet in G10:
[7] #ai,#aiio [7] #bigdata,#ml [7] #nlu,#futureofwork [7] #ml,#nlu [7] #aiio,#bigdata [6] #futureofwork,iiot_world [5] #bigdata,#analytics [5] ai,ethical [5] implications,#ai [5] ethical,implications Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G6:
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 G9:
Top Mentioned in G10:
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: