The graph represents a network of 4,720 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 Sunday, 26 January 2020 at 02:13 UTC.
The tweets in the network were tweeted over the 8-day, 1-hour, 49-minute period from Friday, 17 January 2020 at 23:40 UTC to Sunday, 26 January 2020 at 01:29 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 : 4720
Unique Edges : 17654
Edges With Duplicates : 15762
Total Edges : 33416
Number of Edge Types : 5
Retweet : 2571
Mentions : 4051
MentionsInRetweet : 25182
Tweet : 1540
Replies to : 72
Self-Loops : 1709
Reciprocated Vertex Pair Ratio : 0.0105177216405725
Reciprocated Edge Ratio : 0.0208165011168671
Connected Components : 435
Single-Vertex Connected Components : 212
Maximum Vertices in a Connected Component : 3723
Maximum Edges in a Connected Component : 32060
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.598528
Graph Density : 0.000944657550974962
Modularity : 0.33826
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 4,720 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 Sunday, 26 January 2020 at 02:13 UTC.
The tweets in the network were tweeted over the 8-day, 1-hour, 49-minute period from Friday, 17 January 2020 at 23:40 UTC to Sunday, 26 January 2020 at 01:29 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:
[3963] gt,gt [1466] #industry40,#ai [1043] cc,mikequindazzi [931] julez_norton,cc [823] #ai,#iot [755] #cybersecurity,#iot [741] #robotics,#industry40 [654] #ai,#ml [647] cc,evankirstel [600] #robotics,#ai Top Word Pairs in Tweet in G1:
[516] gt,gt [490] #industry40,#ai [395] #ai,#iot [321] #industry40,#tech [311] cc,mikequindazzi [301] #machinelearning,#bigdata [283] #dx,#analytics [282] #bigdata,#artificialintelligence [280] julez_norton,cc [265] #blockchain,#dx Top Word Pairs in Tweet in G2:
[615] cc,mikequindazzi [585] julez_norton,cc [359] #robotics,#ai [326] #industry40,julez_norton [306] #robotics,#industry40 [301] paula_piccard,spirosmargaris [301] cc,evankirstel [297] mikequindazzi,evankirstel [292] mikequindazzi,paula_piccard [288] #industry40,#ai Top Word Pairs in Tweet in G3:
[1846] gt,gt [367] #ai,#ml [340] #cybersecurity,#iot [324] #industry40,#ai [306] #mpgvip,#defstar5 [297] #defstar5,#makeyourownlane [292] mikequindazzi,gt [275] #ml,#dl [270] #makeyourownlane,#smm [270] #smm,#marketing Top Word Pairs in Tweet in G4:
[205] gt,gt [182] #artificialintelligence,#machinelearning [128] #datascience,#bigdata [128] #machinelearning,#deeplearning [123] #industry40,#artificialintelligence [111] rajeev,suri [109] #marketing,#business [99] #rock,#pop [93] #bigdata,#dataviz [81] #rnb,#soulmusic Top Word Pairs in Tweet in G5:
[18] #iot,#industry40 [12] #iiot,#industry40 [12] internet,things [11] #industry40,#iot [11] industrial,revolution [11] #inboundmarketing,#digitalmarketing [11] #digitalmarketing,#webmarketing [11] #webmarketing,#industry40 [11] #industry40,#formazione [11] #formazione,#hr Top Word Pairs in Tweet in G6:
[1030] gt,gt [513] gt,#digitalhealth [415] #digitalhealth,#socialmedia [415] #socialmedia,#digitalmarketing [238] #industry40,#ai [141] #blockchain,#dx [141] #ai,#iiot [141] #ai,#mhealth [139] #dx,#analytics [139] #iiot,#datascience Top Word Pairs in Tweet in G7:
[88] #tech,#technology [67] #robotics,#industry40 [66] #industry40,#tech [59] #technology,#cx [59] #cx,#automation [58] future,restaurants [58] restaurants,dahirinsaat [58] dahirinsaat,digitaltrends [58] #mi,#digital [58] #digital,#robotics Top Word Pairs in Tweet in G8:
[45] #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 G9:
[62] #industria40,#industry40 [25] #industry40,#innovation [22] países,innovadores [22] innovadores,mundo [22] mundo,top [22] top,10 [22] 10,innovative [22] innovative,countries [22] countries,world [22] world,wef_es Top Word Pairs in Tweet in G10:
[19] #tech,#frenchtech [19] #bigdata,#ia [19] #datascience,#privacy [16] palantir,france [12] english,subtitles [12] subtitles,available [12] available,#timeseries [12] #timeseries,#predictive [12] #predictive,#bigdata [11] #industry,#industry40 Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
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Top Replied-To in G7:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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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: