The graph represents a network of 4,809 Twitter users whose recent tweets contained "#Industry40", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Tuesday, 14 January 2020 at 18:27 UTC.
The tweets in the network were tweeted over the 8-day, 2-hour, 25-minute period from Monday, 06 January 2020 at 15:35 UTC to Tuesday, 14 January 2020 at 18:00 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 : 4809
Unique Edges : 17569
Edges With Duplicates : 16995
Total Edges : 34564
Number of Edge Types : 5
MentionsInRetweet : 25973
Retweet : 3250
Mentions : 3776
Tweet : 1488
Replies to : 77
Self-Loops : 1696
Reciprocated Vertex Pair Ratio : 0.00903021278639704
Reciprocated Edge Ratio : 0.0178987956395487
Connected Components : 428
Single-Vertex Connected Components : 232
Maximum Vertices in a Connected Component : 3895
Maximum Edges in a Connected Component : 33134
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.56075
Graph Density : 0.000908541562219203
Modularity : 0.347553
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 4,809 Twitter users whose recent tweets contained "#Industry40", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Tuesday, 14 January 2020 at 18:27 UTC.
The tweets in the network were tweeted over the 8-day, 2-hour, 25-minute period from Monday, 06 January 2020 at 15:35 UTC to Tuesday, 14 January 2020 at 18:00 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 : TwitterSearch
Graph Term : #Industry40
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:
[2016] gt,gt [1263] #industry40,#ai [1073] julez_norton,cc [888] #robotics,#industry40 [886] #industry40,#tech [846] enricomolinari,jblefevre60 [771] #iot,#industry40 [742] fabriziobustama,enricomolinari [719] cc,evankirstel [714] evankirstel,mikequindazzi Top Word Pairs in Tweet in G1:
[792] julez_norton,cc [619] enricomolinari,jblefevre60 [550] fabriziobustama,enricomolinari [542] evankirstel,mikequindazzi [542] mikequindazzi,kuriharan [535] cc,evankirstel [522] #robotics,#industry40 [449] #industry40,#ai [381] #industry40,#tech [363] #artificialintelligence,julez_norton Top Word Pairs in Tweet in G2:
[357] #industry40,#tech [317] #iot,#iiot [302] #robotics,#industry40 [289] gt,gt [272] #ai,#iot [263] #industry40,#ai [260] julez_norton,cc [245] #iot,#bigdata [243] #iot,#industry40 [235] #bigdata,#datascience Top Word Pairs in Tweet in G3:
[105] #iot,#industry40 [98] #ai,#robotics [95] #industry40,cc [94] #drones,plant [94] plant,100 [94] 100,000 [94] 000,trees [94] trees,day [94] day,wef [94] wef,#ai Top Word Pairs in Tweet in G4:
[260] #defstar5,#makeyourownlane [258] #iiot,#industry40 [256] #industry40,#ai [245] #mpgvip,#defstar5 [245] #makeyourownlane,#smm [245] #smm,#marketing [245] #marketing,#innovation [245] #innovation,#bigdata [245] #blockchain,#cybersecurity [245] #cybersecurity,#iot Top Word Pairs in Tweet in G5:
[19] #iiot,#industry40 [12] #iot,#industry40 [10] read,more [9] #industry40,#iot [9] #industry40,#iiot [8] #industry40,#digitaltransformation [7] learn,more [7] #iot,#iiot [7] #bigdata,#datascience [7] #inboundmarketing,#digitalmarketing Top Word Pairs in Tweet in G6:
[136] #industria40,#industry40 [65] #ces2020,3dsnorthamerica [65] 3dsnorthamerica,dassault3ds [51] wanted,flying [51] flying,cars [51] cars,#robotics [51] #robotics,#aviation [51] #aviation,#automotive [51] #automotive,#autonomousvehicles [51] #autonomousvehicles,#ces2020 Top Word Pairs in Tweet in G7:
[42] #iot,#industry40 [41] #industry40,#tech [40] #ai,#ml [40] #tech,#robotics [39] #robotics,#iot [38] implant,significantly [38] significantly,improve [38] improve,memory [38] memory,#ai [38] #ml,#artificialintelligence Top Word Pairs in Tweet in G8:
[1294] gt,gt [647] gt,#digitalhealth [542] #digitalhealth,#socialmedia [542] #socialmedia,#digitalmarketing [209] #industry40,#ai [183] #iot,#healthtech [176] #ai,#iot [153] #healthtech,#mhealth [147] #mhealth,#iot [140] #healthtech,#industry40 Top Word Pairs in Tweet in G9:
[15] #iiot,#iot [10] insight,four [10] four,allowances [10] allowances,schemes [10] schemes,consider [10] consider,investing [10] investing,digital [10] digital,#gbmfg [10] #gbmfg,#ukmfg [10] #ukmfg,#manufacturing Top Word Pairs in Tweet in G10:
[37] 020,patents [37] biilabs,thingslab [34] #iot,#iiot [33] #iiot,#industry40 [26] #iota,#dlt [24] helloiota,roundup [24] roundup,020 [24] patents,#industry40 [24] #industry40,biilabs [24] thingslab,more 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 G9:
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: