The graph represents a network of 5,121 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, 08 July 2019 at 16:41 UTC.
The tweets in the network were tweeted over the 9-day, 16-hour, 13-minute period from Friday, 28 June 2019 at 23:51 UTC to Monday, 08 July 2019 at 16:04 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 : 5121
Unique Edges : 9709
Edges With Duplicates : 6861
Total Edges : 16570
Self-Loops : 1754
Reciprocated Vertex Pair Ratio : 0.0249033110083954
Reciprocated Edge Ratio : 0.0485964104924068
Connected Components : 535
Single-Vertex Connected Components : 268
Maximum Vertices in a Connected Component : 3862
Maximum Edges in a Connected Component : 14879
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.9578
Graph Density : 0.000414385923159539
Modularity : 0.472817
NodeXL Version : 1.0.1.413
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[465] 4,0 [453] #artificialintelligence,#machinelearning [451] gt,gt [362] #ai,#iot [360] #futureofwork,#industry40 [357] industry,4 [356] #technology,#industry40 [347] #industry40,#artificialintelligence [331] #iot,#bigdata [322] #industry40,#automation Top Word Pairs in Tweet in G1:
[168] #iot,#internetofthings [147] #industry40,#iiot [137] #iiot,#industrialinternetofthings [132] #iot,#bigdata [123] wef,#ai [119] #ai,#iot [118] 4,ways [117] world's,biggest [110] #ai,#industry40 [109] #robotics,#ai Top Word Pairs in Tweet in G2:
[257] gt,gt [195] #ai,#iot [177] 4,0 [171] #iot,#bigdata [169] industry,4 [134] #iot,#iiot [104] #iiot,#industry40 [83] industry,5 [82] 5,0 [79] companies,still Top Word Pairs in Tweet in G3:
[33] asmedotorg,mengineeringmag [26] #ai,#iot [25] fogoros,fmfrancoise [24] 4,0 [24] #iiot,#industry40 [24] crudinschi,automeme [23] fmfrancoise,fogorosandrei [22] industry,4 [20] #industry40,#iiot [20] automeme,fogoros Top Word Pairs in Tweet in G4:
[217] #technology,#industry40 [155] #electricvehicles,#automotive [90] #ai,#automobile [90] #automobile,#technology [89] #automotive,#ai [76] #ai,#technology [65] 4,countries [65] countries,reward [65] reward,driving [65] driving,#electricvehicles Top Word Pairs in Tweet in G5:
[46] 4,0 [38] #pakistan,#paxpakistanica [38] #paxpakistanica,#paksmartcities [38] #paksmartcities,#pakknowledgeeconomy [38] #pakknowledgeeconomy,#pakenterpreneurship [38] #pakenterpreneurship,#pakstartups [38] #pakstartups,#smartcitiespakistan [34] industry,4 [20] #industry40,#ai [20] #ai,#ml Top Word Pairs in Tweet in G6:
[83] factory,future [67] oulu,factory [62] #5g,oulu [61] advanced,4th [61] 4th,industrial [56] selected,mckinsey [56] mckinsey,wef [56] wef,advanced [52] future,selected [34] nokiaindustries,#5g Top Word Pairs in Tweet in G7:
[266] #artificialintelligence,#machinelearning [245] #industry40,#artificialintelligence [228] #machinelearning,#deeplearning [191] #datascience,#bigdata [187] #futureofwork,#industry40 [183] #industry40,#automation [160] #deeplearning,#datascience [148] #housemusic,#rnb [145] #techno,#housemusic [143] #rnb,#hiphop Top Word Pairs in Tweet in G8:
[25] grandi,potenzialità [25] potenzialità,ma [22] gradedspa,#innovazione [21] 4,0 [21] #innovazione,campania [20] #digitaltransformation,#industry40 [20] cuarta,revolución [20] revolución,industrial [17] s,fuss [17] fuss,#digitaltwin Top Word Pairs in Tweet in G9:
[20] today,s [20] s,#demodaybind40 [17] 32,#startups [17] #startups,presenting [17] presenting,solutions [17] solutions,today [17] #demodaybind40,closing [17] closing,event [17] event,tomorrow [17] tomorrow,s Top Word Pairs in Tweet in G10:
[95] higher,education [77] #crypto,#cryptocurrency [70] #elearning,#mlearning [62] eraser,blockchain [50] #blockchain,#crypto [47] #tech,#technology [46] artificial,intelligence [39] blockchain,massively [39] massively,simplified [39] simplified,richie Top Replied-To in Entire Graph:
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Top Tweeters in Entire Graph:
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