The graph represents a network of 3,510 Twitter users whose tweets in the requested range contained "#iot OR "internet of things"", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 09 July 2020 at 05:54 UTC.
The requested start date was Thursday, 09 July 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 1-day, 3-hour, 8-minute period from Tuesday, 07 July 2020 at 06:27 UTC to Wednesday, 08 July 2020 at 09:35 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 : 3510
Unique Edges : 4361
Edges With Duplicates : 10973
Total Edges : 15334
Number of Edge Types : 5
Tweet : 1390
Retweet : 3508
MentionsInRetweet : 6385
Mentions : 3959
Replies to : 92
Self-Loops : 1634
Reciprocated Vertex Pair Ratio : 0.0219253666327864
Reciprocated Edge Ratio : 0.0429099175902245
Connected Components : 534
Single-Vertex Connected Components : 312
Maximum Vertices in a Connected Component : 2447
Maximum Edges in a Connected Component : 13837
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.147241
Graph Density : 0.000571424395875806
Modularity : 0.365206
NodeXL Version : 1.0.1.437
Data Import : The graph represents a network of 3,510 Twitter users whose tweets in the requested range contained "#iot OR %22internet of things%22", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 09 July 2020 at 05:54 UTC.
The requested start date was Thursday, 09 July 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 1-day, 3-hour, 8-minute period from Tuesday, 07 July 2020 at 06:27 UTC to Wednesday, 08 July 2020 at 09:35 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 OR %22internet of things%22
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:
[479] #bigdata,#analytics [444] #analytics,#datascience [438] #ai,#iot [421] #iot,#iiot [305] gt,gt [222] #machinelearning,#iot [217] internet,things [196] #ai,#machinelearning [183] #datascience,#ai [181] #python,#rstats Top Word Pairs in Tweet in G1:
[150] #ai,#iot [131] gt,gt [45] mt,mikequindazzi [40] ty,techinsider [40] techinsider,enricomolinari [38] mikequindazzi,#emergingtech [38] #ai,#machinelearning [37] #iot,#iiot [35] enricomolinari,#medtech [35] #medtech,#ehealth Top Word Pairs in Tweet in G2:
[429] #bigdata,#analytics [403] #analytics,#datascience [297] #iot,#iiot [181] #machinelearning,#iot [169] #ai,#iot [163] #python,#rstats [143] #stocks,#investment [132] #datascience,#ai [130] machine,learning [119] angelicagallegs,yukarikingdom18 Top Word Pairs in Tweet in G3:
[60] internet,things [38] #bdam,#fintech [38] #fintech,#blockchain [38] #blockchain,#cointiger [38] #cointiger,#iot [25] #bigdata,#datascience [21] #iiot,#iotpl [17] #iot,#internetofthings [16] #iot,#iiot [16] iotworldtoday,#bigdata Top Word Pairs in Tweet in G4:
[54] gt,gt [46] digitalttwins,smart [46] smart,materials [46] materials,soon [46] soon,enable [46] enable,physical [46] physical,systems [46] systems,change [46] change,form [46] form,function Top Word Pairs in Tweet in G5:
[35] hpa,viento [27] read,more [23] radiación,solar [23] solar,#arduino [23] #arduino,#iot [23] #iot,#weewx [23] #weewx,#cucei [20] memory,usage [18] date,time [18] jul,2020 Top Word Pairs in Tweet in G6:
[33] #datascience,#machinelearning [30] #technews,#ai [29] #ai,#ml [28] #technology,#technews [27] #ml,#rpa [25] #ai,#iot [25] #rpa,#iot [22] #nlp,#robots [20] india,food [20] food,surplus Top Word Pairs in Tweet in G7:
[108] token,#mxc [107] #iot,token [106] global,#iot [104] years,global [103] party,years [103] #mxc,giving [103] giving,people [103] people,share [103] share,222 [103] 222,worth Top Word Pairs in Tweet in G8:
[11] #iot,hub [10] #iot,#ioe [7] #5g,importance [7] importance,declines [7] declines,#security [7] #security,climbs [7] climbs,execs [7] execs,react [7] react,covid [7] covid,19 Top Word Pairs in Tweet in G9:
[51] cisco,completes [51] completes,acquisition [51] acquisition,fluidmesh [51] fluidmesh,networks [51] networks,read [51] read,fluidmesh [51] fluidmesh,technology [51] technology,designed [51] designed,provide [51] provide,zero Top Word Pairs in Tweet in G10:
[49] #iot,devices [49] devices,help [49] help,hospitals [49] hospitals,track [49] track,occupancy [49] occupancy,emergency [49] emergency,room [49] room,reduce [49] reduce,waiting [49] waiting,time Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G7:
Top Replied-To in G8:
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: