The graph represents a network of 1,117 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 3/2/2023 5:00:36 PM. The network was obtained from Twitter on Friday, 03 March 2023 at 12:02 UTC.
The tweets in the network were tweeted over the 1476-day, 5-hour, 12-minute period from Friday, 15 February 2019 at 19:42 UTC to Friday, 03 March 2023 at 00:54 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 : 1117
Unique Edges : 412
Edges With Duplicates : 9812
Total Edges : 10224
Number of Edge Types : 8
Retweet : 3637
MentionsInRetweet : 4274
Tweet : 1094
MentionsInReplyTo : 85
Mentions : 256
MentionsInQuote : 316
Quote : 10
Replies to : 552
Self-Loops : 2794
Reciprocated Vertex Pair Ratio : 0.00742311770943796
Reciprocated Edge Ratio : 0.0147368421052632
Connected Components : 24
Single-Vertex Connected Components : 17
Maximum Vertices in a Connected Component : 1085
Maximum Edges in a Connected Component : 10154
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.465212
Graph Density : 0.00152417991098789
Modularity : 0.13947
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 1,117 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 3/2/2023 5:00:36 PM. The network was obtained from Twitter on Friday, 03 March 2023 at 12:02 UTC.
The tweets in the network were tweeted over the 1476-day, 5-hour, 12-minute period from Friday, 15 February 2019 at 19:42 UTC to Friday, 03 March 2023 at 00:54 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:
[2195] #bigdata,#analytics [1689] #iot,#iiot [1397] #ai,#iiot [1365] #python,#rstats [1136] #iiot,#python [1090] #analytics,#datascience [1054] #analytics,#ai [921] #bigdata,#devcommunity [915] #datascience,#ai [905] #devcommunity,#technology Top Word Pairs in Tweet in G1:
[1002] #ai,#iiot [895] #bigdata,#devcommunity [881] #devcommunity,#technology [797] #bigdata,#analytics [746] #technology,#programming [702] #programming,#ai [651] #iot,#iiot [555] #iiot,#100daysofcode [545] #100daysofcode,#linux [536] #python,#cloudcomputing Top Word Pairs in Tweet in G2:
[268] #iot,#iiot [267] #bigdata,#analytics [191] #iiot,#iotpl [146] #ai,#machinelearning [142] #ai,#ml [137] #analytics,#datascience [129] #analytics,#ai [127] #programming,#coding [124] #datascience,#ai [113] #iotpl,#iotcl Top Word Pairs in Tweet in G3:
[572] #bigdata,#analytics [532] #iot,#iiot [524] #analytics,#datascience [424] #datascience,#ai [412] #ai,#machinelearning [386] #python,#rstats [384] #machinelearning,#iot [278] #iiot,#pytorch [276] #pytorch,#python [213] #iiot,#python Top Word Pairs in Tweet in G4:
[159] #artificialintelligence,#ai [159] #ai,#ml [157] #ml,#datascience [156] #datascientists,#codenewbies [156] #datascience,#datascientists [134] #codenewbies,#tech [104] #tech,#deeplearning [72] cheat,sheet [71] chatgpt,cheat [71] sheet,#artificialintelligence Top Word Pairs in Tweet in G5:
[229] #bigdata,#analytics [189] #analytics,#ai [183] #iiot,#python [178] #ai,#iiot [176] #cybersecurity,#bigdata [171] #machinelearning,#datascience [169] #sql,#cybersecurity [168] #python,#rstats [167] #datascience,#sql [75] #rstats,#tensorflow Top Word Pairs in Tweet in G6:
[103] #programming,#coding [103] #datascientist,#programming [100] #coding,#100daysofcode [96] tut_ml,learn [62] #100daysofcode,#sql [61] courses,#datascientist [57] learn,data [56] online,courses [51] data,science [50] science,online Top Word Pairs in Tweet in G7:
[185] #bigdata,#analytics [147] #python,#rstats [129] #iiot,#python [125] #analytics,#ai [112] #ai,#iiot [111] #machinelearning,#datascience [105] #cybersecurity,#bigdata [100] #datascience,#sql [93] #sql,#cybersecurity [68] #iot,#iiot Top Word Pairs in Tweet in G8:
[10] assets,underperforming [10] #ai,#ml [10] 10,kwhanalytics [10] #solar,#solarpv [10] #solarpv,assets [10] underperforming,10 [9] kwhanalytics,sunifiedenerg [9] leon_vandenberg,#solar [8] #tech,#5g [8] #5g,#mwc2023 Top Word Pairs in Tweet in G9:
[28] #datascientist,#csuite [28] #digitalhealth,#web3 [28] #healthtech,#smartcity [28] #vive2023,#healthtech [28] #web3,#cx [28] #cx,#ehealth [28] #5g,#datascientist [28] #smartcity,#5g [28] #csuite,#digitalhealth [17] chidambara09,#vive2023 Top Word Pairs in Tweet in G10:
[13] #aiio,#bigdata [13] #ai,#aiio [13] #bigdata,#ml [13] #ml,#nlu [13] #nlu,#futureofwork [12] #futureofwork,iiot_world [7] ethically,talent [7] acquisition,#ai [7] talent,acquisition [7] effectively,ethically Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G5:
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: