The graph represents a network of 1,510 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 3/16/2023 5:00:36 PM. The network was obtained from Twitter on Friday, 17 March 2023 at 11:01 UTC.
The tweets in the network were tweeted over the 2138-day, 23-hour, 9-minute period from Monday, 08 May 2017 at 00:51 UTC to Friday, 17 March 2023 at 00:00 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 : 1510
Unique Edges : 833
Edges With Duplicates : 10910
Total Edges : 11743
Number of Edge Types : 8
Retweet : 4264
MentionsInRetweet : 5393
Tweet : 738
Mentions : 384
MentionsInQuote : 416
MentionsInReplyTo : 269
Quote : 22
Replies to : 257
Self-Loops : 2310
Reciprocated Vertex Pair Ratio : 0.0141643059490085
Reciprocated Edge Ratio : 0.0279329608938547
Connected Components : 38
Single-Vertex Connected Components : 26
Maximum Vertices in a Connected Component : 1453
Maximum Edges in a Connected Component : 11610
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.329193
Graph Density : 0.0012569176552166
Modularity : 0.175269
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 1,510 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 3/16/2023 5:00:36 PM. The network was obtained from Twitter on Friday, 17 March 2023 at 11:01 UTC.
The tweets in the network were tweeted over the 2138-day, 23-hour, 9-minute period from Monday, 08 May 2017 at 00:51 UTC to Friday, 17 March 2023 at 00:00 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:
[2876] #bigdata,#analytics [2039] #iot,#iiot [2036] #python,#rstats [1538] #analytics,#datascience [1508] #iiot,#python [1323] #ai,#iiot [1294] #analytics,#ai [1287] #ai,#machinelearning [1220] #datascience,#ai [1134] #machinelearning,#iot Top Word Pairs in Tweet in G1:
[934] #bigdata,#analytics [848] #analytics,#datascience [829] #iot,#iiot [730] #python,#rstats [669] #datascience,#ai [643] #ai,#machinelearning [618] #machinelearning,#iot [418] #iiot,#python [349] #iiot,#pytorch [349] #pytorch,#python Top Word Pairs in Tweet in G2:
[873] #bigdata,#analytics [547] #iot,#iiot [543] #python,#rstats [506] #analytics,#ai [381] #ai,#iiot [378] #iiot,#python [372] #analytics,#datascience [350] #ai,#machinelearning [293] #cybersecurity,#bigdata [285] #datascience,#ai Top Word Pairs in Tweet in G3:
[166] #iot,#iiot [143] #bigdata,#analytics [113] #iotpl,#iotcl [106] #analytics,#datascience [98] #bigdata,#datascience [95] #python,#rstats [87] #datascience,#ai [73] #ai,#machinelearning [68] #iotcl,#iiot [67] #datascience,#machinelearning Top Word Pairs in Tweet in G4:
[240] #bigdata,#analytics [211] #cybersecurity,#bigdata [201] #ai,#iiot [185] #sql,#cybersecurity [180] #analytics,#ai [177] #iiot,#python [164] #machinelearning,#datascience [146] #python,#rstats [139] #datascience,#sql [77] roadmap,#machinelearning Top Word Pairs in Tweet in G5:
[303] #bigdata,#analytics [232] #python,#rstats [221] #cybersecurity,#bigdata [212] #ai,#iiot [209] #analytics,#ai [188] #iiot,#python [180] #machinelearning,#datascience [177] #sql,#cybersecurity [141] #datascience,#sql [100] #rstats,#tensorflow Top Word Pairs in Tweet in G6:
[211] #ai,#ml [210] #ml,#datascience [210] #artificialintelligence,#ai [202] #datascience,#datascientists [194] #datascientists,#codenewbies [193] #codenewbies,#tech [114] #bigdata,#analytics [89] #python,#rstats [83] #tech,#deeplearning [79] #iiot,#python Top Word Pairs in Tweet in G7:
[224] #iot,#iiot [215] #bigdata,#analytics [202] #analytics,#ai [186] #iiot,#python [177] #python,#rstats [163] udemy,course [158] #ai,#iot [156] follow,programmingbuddy [155] #webdevelopment,#bigdata [155] #development,#webdevelopment Top Word Pairs in Tweet in G8:
[17] #healthtech,#smartcity [17] #csuite,#digitalhealth [17] #smartcity,#5g [17] #web3,#cx [17] #5g,#datascientist [17] #cx,#ehealth [17] #vive2023,#healthtech [17] #digitalhealth,#web3 [17] #datascientist,#csuite [11] #iot,#iiot Top Word Pairs in Tweet in G9:
[416] #bigdata,#devcommunity [407] #devcommunity,#technology [342] #technology,#programming [320] #programming,#ai [292] #ai,#iiot [232] #iiot,#100daysofcode [221] #100daysofcode,#linux [216] #linux,#python [214] #cloudcomputing,#frenchtech [214] #cybersecurity,#datascience Top Word Pairs in Tweet in G10:
[30] #bigdata,#analytics [28] #iot,#iiot [23] #javascript,#reactjs [22] #rstats,#tensorflow [21] #machinelearning,#datascience [20] #serverless,#datascientist [20] #analytics,#ai [19] #cybersecurity,#bigdata [19] #tensorflow,#javascript [18] #datascience,#sql Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
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: