The graph represents a network of 2,205 Twitter users whose tweets in the requested range contained "iot ai", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 16 November 2022 at 12:27 UTC.
The requested start date was Wednesday, 16 November 2022 at 01:01 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, 4-hour, 32-minute period from Wednesday, 02 November 2022 at 04:42 UTC to Friday, 04 November 2022 at 09:15 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 : 2205
Unique Edges : 2136
Edges With Duplicates : 16104
Total Edges : 18240
Number of Edge Types : 5
Retweet : 6337
MentionsInRetweet : 7837
Tweet : 1363
Mentions : 2657
Replies to : 46
Self-Loops : 1956
Reciprocated Vertex Pair Ratio : 0.0177683013503909
Reciprocated Edge Ratio : 0.0349162011173184
Connected Components : 225
Single-Vertex Connected Components : 143
Maximum Vertices in a Connected Component : 1771
Maximum Edges in a Connected Component : 17482
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.748398
Graph Density : 0.0011786444765444
Modularity : 0.21935
NodeXL Version : 1.0.1.507
Data Import : The graph represents a network of 2,205 Twitter users whose tweets in the requested range contained "iot ai", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 16 November 2022 at 12:27 UTC.
The requested start date was Wednesday, 16 November 2022 at 01:01 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, 4-hour, 32-minute period from Wednesday, 02 November 2022 at 04:42 UTC to Friday, 04 November 2022 at 09:15 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 : iot ai
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:
[2173] #bigdata,#analytics [1750] #iot,#iiot [1444] #ai,#machinelearning [1329] #analytics,#datascience [1317] #datascience,#ai [1284] #python,#rstats [1224] #machinelearning,#iot [911] #machinelearning,#datascience [856] #javascript,#reactjs [842] #analytics,#ai Top Word Pairs in Tweet in G1:
[1414] #bigdata,#analytics [1057] #iot,#iiot [844] #analytics,#datascience [826] #datascience,#ai [826] #ai,#machinelearning [818] #python,#rstats [749] #machinelearning,#iot [735] #javascript,#reactjs [678] #machinelearning,#datascience [596] #iiot,#pytorch Top Word Pairs in Tweet in G2:
[131] #ai,#machinelearning [116] #ai,#iot [106] #bigdata,#analytics [94] #iot,#5g [84] #iot,#iiot [75] #machinelearning,#iot [67] #python,#rstats [62] #datascience,#ai [60] #coding,#100daysofcode [59] #analytics,#datascience Top Word Pairs in Tweet in G3:
[532] #bigdata,#analytics [372] #analytics,#datascience [366] #datascience,#ai [363] #ai,#machinelearning [341] #machinelearning,#iot [329] #python,#rstats [220] #pytorch,#python [217] #iot,#iiot [161] #cybersecurity,#bigdata [160] #rstats,#tensorflow Top Word Pairs in Tweet in G4:
[294] #iot,#iiot [212] #iiot,#iotpl [176] #iotpl,#iotcl [162] #ai,#ml [83] #ai,#machinelearning [81] #analytics,#ai [78] #programming,#coding [77] #datascience,#bigdata [77] #datascience,#analytics [76] #ml,#iot Top Word Pairs in Tweet in G5:
[219] ãƒ,ム[31] æ,æ [29] ø,ù [25] ù,ø [20] #iot,#ai [19] ì,ì [18] ãƒ,ç [17] çÿ,èƒ [17] ù,ù [16] ø,ø Top Word Pairs in Tweet in G6:
[104] #datascientist,#csuite [103] #web3,#cx [103] #csuite,#digitalhealth [103] #digitalhealth,#web3 [103] #cx,#ehealth [102] #ehealth,#finserv [102] #finserv,#cloud [102] #healthtech,#datascientist [88] #ai,#iot [75] #iot,#iiot Top Word Pairs in Tweet in G7:
[11] #promoedutech,#influencerpromotion [7] #iot,#tech [7] #ai,#iot [7] #yourplatformwiththeheart,#promoedutech [6] #tech,#data [6] #influencerpromotion,#ai [5] #influencerpromotion,#topcasestudy [5] #topcasestudy,#yourmustread [5] wish,successful [5] successful,time Top Word Pairs in Tweet in G8:
[38] electronics,manufacturing [38] _digitalindia,makeinindia [38] hub,inclusion [38] makeinindia,initiatives [38] global,electronics [38] driven,_digitalindia [38] india,emerging [38] emerging,global [38] initiatives,india [38] manufacturing,hub Top Word Pairs in Tweet in G9:
[33] #iot,#it [33] #rpa,#iot [33] #ml,#rpa [31] #it,#cloud [30] #robotics,#ai [30] #ai,#ml [30] #cloud,#security [30] #technews,#technology [25] #futuretech,#ai [25] #ai,#iot Top Word Pairs in Tweet in G10:
[2] yukarikingdom18,mhall55nine [2] sminaev2015,chantalsimonato [2] chantalsimonato,angelicagallegs [2] angelicagallegs,yukarikingdom18 [2] frisesally,sminaev2015 [2] mhall55nine,eoff_sylvia [2] eoff_sylvia,semicvet50 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 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: