The graph represents a network of 1,576 Twitter users whose recent tweets contained "#iiot", 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 3/6/2023 5:00:36 PM. The network was obtained from Twitter on Tuesday, 07 March 2023 at 23:06 UTC.
The tweets in the network were tweeted over the 1523-day, 7-hour, 33-minute period from Thursday, 03 January 2019 at 17:25 UTC to Tuesday, 07 March 2023 at 00:58 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 : 1576
Unique Edges : 926
Edges With Duplicates : 12829
Total Edges : 13755
Number of Edge Types : 9
Retweet : 3649
MentionsInRetweet : 5455
Tweet : 1261
MentionsInReplyTo : 1137
Mentions : 724
MentionsInQuote : 1095
Quote : 85
Replies to : 348
MentionsInQuoteReply : 1
Self-Loops : 3051
Reciprocated Vertex Pair Ratio : 0.0191952750092285
Reciprocated Edge Ratio : 0.0376675117710974
Connected Components : 88
Single-Vertex Connected Components : 54
Maximum Vertices in a Connected Component : 1434
Maximum Edges in a Connected Component : 13463
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.478947
Graph Density : 0.00111231971638063
Modularity : 0.15699
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 1,576 Twitter users whose recent tweets contained "#iiot", 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 3/6/2023 5:00:36 PM. The network was obtained from Twitter on Tuesday, 07 March 2023 at 23:06 UTC.
The tweets in the network were tweeted over the 1523-day, 7-hour, 33-minute period from Thursday, 03 January 2019 at 17:25 UTC to Tuesday, 07 March 2023 at 00:58 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
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:
[2062] #iot,#iiot [1964] #bigdata,#analytics [1191] #python,#rstats [1111] #analytics,#datascience [1070] #iiot,#python [954] #ai,#iiot [907] #analytics,#ai [890] #ai,#machinelearning [884] #datascience,#ai [736] #machinelearning,#datascience Top Word Pairs in Tweet in G1:
[435] #iot,#iiot [212] #iiot,#iotpl [211] #ai,#ml [174] #iotpl,#iotcl [120] iotcommunity,iotchannel [119] #ai,#machinelearning [110] #bigdata,#analytics [96] #iiot,#iotcl [91] iotchannel,iotcommunity [89] iotpractitioner,iotslam Top Word Pairs in Tweet in G2:
[630] #bigdata,#analytics [609] #analytics,#datascience [497] #iot,#iiot [473] #python,#rstats [454] #datascience,#ai [436] #ai,#machinelearning [422] #bigdata,#devcommunity [413] #devcommunity,#technology [341] #technology,#programming [329] #machinelearning,#iot Top Word Pairs in Tweet in G3:
[430] #bigdata,#analytics [309] #machinelearning,#datascience [294] #analytics,#ai [293] #datascience,#sql [293] #cybersecurity,#bigdata [293] #ai,#iiot [292] #iiot,#python [275] #sql,#cybersecurity [193] #python,#rstats [135] cheat,sheet Top Word Pairs in Tweet in G4:
[777] #iot,#iiot [691] #bigdata,#analytics [473] #analytics,#ai [452] #datascience,#datascientists [447] #iiot,#python [375] #python,#rstats [370] #python,#coding [365] #machinelearning,#datascience [347] #100daysofcode,#programming [346] #programming,#linux Top Word Pairs in Tweet in G5:
[165] #iotpl,#iotcl [137] #digital,#futurist [137] welcome,iot [137] coffee,talk [137] #futurist,#tech [137] iot,coffee [137] #tech,#iiot [137] chat,#digital [133] #iiot,#automation [127] #automation,#iot Top Word Pairs in Tweet in G6:
[43] internet,things [35] life,cycle [35] critical,phases [35] development,internet [35] things,project [35] cycle,sdlc [35] phases,development [35] development,life [35] project,shaped [35] system,development Top Word Pairs in Tweet in G7:
[77] #artificialintelligence,#ai [77] #ai,#ml [76] #ml,#datascience [76] #datascience,#datascientists [73] #datascientists,#codenewbies [71] #codenewbies,#tech [46] data,science [42] #tech,#deeplearning [31] science,#artificialintelligence [30] #iot,#iiot Top Word Pairs in Tweet in G8:
[17] #iot,#iiot [9] #python,#rstats [9] #bigdata,#analytics [9] #ai,#iiot [8] #javascript,#reactjs [8] #100daysofcode,#linux [8] #rstats,#tensorflow [7] #technology,#programming [7] #cloudcomputing,#frenchtech [7] #womenwhocode,#cybersecurity Top Word Pairs in Tweet in G9:
[6] #iot,#iiot [4] accelerates,aveva [4] industrial,#metaverse [4] #metaverse,clear [4] development,accelerates [4] positions,industrial [4] aveva,positions [4] clear,goal [4] #industrialmetaverse,development [3] #iiot,based Top Word Pairs in Tweet in G10:
[31] #jasmycoin,#dataoil [31] #web3,#jasmycoin [31] #cryptocurrency,#cryptonews [31] #bigdata,#dataoil [31] #retweetthistweet,#jasmy [31] #3usd2023,#cryptocurrency [31] #future,#tech [31] #iiot,#web3 [31] #jasmy,#3usd2023 [31] #cryptonews,#iot Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G10:
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: