The graph represents a network of 3 996 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 Saturday, 30 May 2020 at 12:21 UTC.
The tweets in the network were tweeted over the 8-day, 12-hour, 9-minute period from Thursday, 21 May 2020 at 23:27 UTC to Saturday, 30 May 2020 at 11:36 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 : 4009
Unique Edges : 19439
Edges With Duplicates : 15189
Total Edges : 34628
Number of Edge Types : 5
Mentions : 3073
Replies to : 61
Retweet : 7160
MentionsInRetweet : 22908
Tweet : 1426
Self-Loops : 1565
Reciprocated Vertex Pair Ratio : 0,0209060773480663
Reciprocated Edge Ratio : 0,0409559269200797
Connected Components : 346
Single-Vertex Connected Components : 201
Maximum Vertices in a Connected Component : 3283
Maximum Edges in a Connected Component : 33535
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3,48587
Graph Density : 0,00143750911745977
Modularity : 0,346053
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 3 996 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 Saturday, 30 May 2020 at 12:21 UTC.
The tweets in the network were tweeted over the 8-day, 12-hour, 9-minute period from Thursday, 21 May 2020 at 23:27 UTC to Saturday, 30 May 2020 at 11:36 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 G2:
[811] #industry40,#tech [809] #5g,#industry40 [750] #robotics,#ai [694] #ai,#robotics [626] #automation,#industry40 [544] jblefevre60,haroldsinnott [471] shicooks,pawlowskimario [319] #iot,#industry40 [266] #iot,#iiot [259] #robots,#industry40 Top Word Pairs in Tweet in G3:
[232] gt,gt [230] gt,#digitalhealth [228] #digitalhealth,#socialmedia [200] #socialmedia,#digitalmarketing [198] #robotics,#ai [178] #industry40,#artificialintelligence [166] #digitalmarketing,#mhealth [155] #ai,#industry40 [145] #automation,#industry40 [142] #ai,#automation Top Word Pairs in Tweet in G4:
[967] unique,patent [492] patent,trusted [422] trusted,way [422] way,biometric [303] biometric,registration [174] registration,contact [147] contact,less [130] less,payment [129] payment,without [128] without,plasticcard Top Word Pairs in Tweet in G5:
[30] #iot,#iiot [30] #ai,#ml [30] #iiot,#industry40 [30] #100daysofmlcode,#defstar5 [30] #ai,#ki [30] #industry40,#iot [30] #security,#iot [30] categories,industrial [30] industrial,intelligence [30] #ki,#edgecomputing Top Word Pairs in Tweet in G6:
[211] #industry40,#automation [132] #futureofwork,#industry40 [130] gt,gt [108] machine,learning [100] artificial,intelligence [95] #automation,#ai [94] future,work [91] #automation,evankirstel [91] tech,stack [91] #iot,#iiot Top Word Pairs in Tweet in G7:
[132] gt,gt [128] #industry40,#iot [28] #iot,#iiot [21] #innovación,#innovation [20] #automation,#internetofthings [19] #iiot,#manufacturing [13] #manufacturing,#industry [12] #industry,#robotics [12] #robotics,#automation [11] #internetofthings,#smartfactory Top Word Pairs in Tweet in G8:
[35] #electrical,#engineering [21] #ingenieria,#electrica [21] #instrumentacion,#control [18] #industry40,#energyefficiency [18] #tecnielectrica,#ingenieria [17] #control,#iot [17] #engineering,#automation [17] #automation,#industry40 [17] #electrica,#automatizacion [16] #energyefficiency,#ecuador Top Word Pairs in Tweet in G9:
[252] hurry,join [243] join,npc_india_gov [209] npc_india_gov,#live [199] #live,#webinar [188] #webinar,opportunities [185] opportunities,prospects [182] prospects,#collaborativerobots [171] #collaborativerobots,#cobots [160] #cobots,indian [160] indian,#msmes Top Word Pairs in Tweet in G10:
[37] #industry40,#ukmfg [37] more,co [37] #ukmanufacturing,#industry40 [37] #ukmfg,#gbmfg [37] read,more [37] engage,skills [37] skills,platform [37] platform,makers [37] makers,engineers [37] engineers,designed Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
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Top Tweeters in G9:
Top Tweeters in G10: