The graph represents a network of 4,644 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 Monday, 27 January 2020 at 03:58 UTC.
The tweets in the network were tweeted over the 7-day, 23-hour, 6-minute period from Sunday, 19 January 2020 at 02:43 UTC to Monday, 27 January 2020 at 01:49 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 : 4644
Unique Edges : 17309
Edges With Duplicates : 14683
Total Edges : 31992
Number of Edge Types : 5
Retweet : 1971
Tweet : 1339
Mentions : 4033
MentionsInRetweet : 24583
Replies to : 66
Self-Loops : 1368
Reciprocated Vertex Pair Ratio : 0.00732815477062876
Reciprocated Edge Ratio : 0.0145496871817256
Connected Components : 423
Single-Vertex Connected Components : 202
Maximum Vertices in a Connected Component : 3643
Maximum Edges in a Connected Component : 30625
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.579403
Graph Density : 0.000956261572392883
Modularity : 0.352076
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 4,644 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 Monday, 27 January 2020 at 03:58 UTC.
The tweets in the network were tweeted over the 7-day, 23-hour, 6-minute period from Sunday, 19 January 2020 at 02:43 UTC to Monday, 27 January 2020 at 01:49 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:
[3438] gt,gt [1326] #industry40,#ai [968] cc,mikequindazzi [944] julez_norton,cc [709] #ai,#iot [692] #cybersecurity,#iot [608] #ai,#ml [586] mikequindazzi,gt [566] cc,evankirstel [554] #robotics,#industry40 Top Word Pairs in Tweet in G1:
[756] julez_norton,cc [704] cc,mikequindazzi [534] gt,gt [410] #industry40,julez_norton [405] cc,evankirstel [398] #robotics,#ai [354] #industry40,#ai [353] mikequindazzi,evankirstel [349] enricomolinari,alvinfoo [326] #robotics,#industry40 Top Word Pairs in Tweet in G2:
[2096] gt,gt [767] #industry40,#ai [625] #cybersecurity,#iot [484] #ai,#iot [473] #ai,#ml [426] #machinelearning,#bigdata [406] #dx,#analytics [391] mikequindazzi,gt [383] #blockchain,#dx [380] #artificialintelligence,#machinelearning Top Word Pairs in Tweet in G3:
[294] gt,gt [105] #industry40,#ai [105] #tech,#technology [90] #industry40,#4ir [71] ronald_vanloon,haroldsinnott [69] #4ir,#industry40 [68] #hyperloop,#cargo [68] #cargo,aims [68] aims,transport [68] transport,#freight Top Word Pairs in Tweet in G4:
[17] #iot,#industry40 [12] internet,things [12] industrial,revolution [12] #inboundmarketing,#digitalmarketing [12] #digitalmarketing,#webmarketing [12] #webmarketing,#industry40 [12] #industry40,#formazione [12] #formazione,#hr [12] #hr,#leadership [12] #leadership,#yb Top Word Pairs in Tweet in G5:
[165] #industry40,#automation [162] #futureofwork,#industry40 [61] #industria40,#industry40 [27] #industry40,#innovation [25] top,10 [24] países,innovadores [24] innovadores,mundo [24] mundo,top [24] 10,innovative [24] innovative,countries Top Word Pairs in Tweet in G6:
[96] rajeev,suri [56] #industry40,#wef20 [37] #5g,#industry40 [30] dawn,decade [30] decade,tech [30] tech,tech [28] #wef20,livestream [28] businessinsider,microsoft [27] future,advanced [27] advanced,manufacturing Top Word Pairs in Tweet in G7:
[388] gt,gt [147] #iot,#iiot [146] link,gt [86] #iiot,#commercialiot [83] gt,inteliot [83] inteliot,antgrasso [83] antgrasso,#intelsoftwareinnovator [62] #industry40,#bigdata [61] #iiot,#industry40 [60] gt,raconteur Top Word Pairs in Tweet in G8:
[67] #retail,#retailers [67] #retailers,#retailnews [67] #retailnews,#retailtech [67] #retailtech,#ecommerce [67] #ecommerce,#industry40 [66] #industry40,#nrf2020 [36] gt,gt [36] #nrf2020,falitroke [28] #iot,#industry40 [25] falitroke,#retail Top Word Pairs in Tweet in G9:
[50] #iiot,#industry40 [28] awesome,dr_electron [28] dr_electron,great [28] great,job [28] job,#iot [28] #iot,space [28] space,growing [28] growing,day [28] day,thanks [28] thanks,people Top Word Pairs in Tweet in G10:
[19] #4ir,#industry40 [13] #industry40,#ai [12] top,10 [12] 10,attractive [12] attractive,countries [12] countries,modern [12] modern,#workforce [12] #workforce,#usa [12] #usa,#germany [12] #germany,#canada Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G8:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G6:
Top Mentioned in G7:
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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:
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Top Tweeters in G9:
Top Tweeters in G10: