The graph represents a network of 5,456 Twitter users whose recent tweets contained "#4IR", 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 16:30 UTC.
The tweets in the network were tweeted over the 9-day, 15-hour, 55-minute period from Saturday, 29 June 2019 at 00:06 UTC to Monday, 08 July 2019 at 16:01 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 : 5456
Unique Edges : 11496
Edges With Duplicates : 8544
Total Edges : 20040
Self-Loops : 979
Reciprocated Vertex Pair Ratio : 0.0213419315215722
Reciprocated Edge Ratio : 0.0417919422730006
Connected Components : 300
Single-Vertex Connected Components : 153
Maximum Vertices in a Connected Component : 4712
Maximum Edges in a Connected Component : 19111
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.220972
Graph Density : 0.000447005760272665
Modularity : 0.467385
NodeXL Version : 1.0.1.413
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[10679] gt,gt [2249] mikequindazzi,gt [1028] gt,#ai [814] #ai,#artificialintelligence [561] #ai,#iot [474] #tech,#4ir [423] gt,mikequindazzi [385] industrial,revolution [375] #ai,#robotics [367] #ai,#machinelearning Top Word Pairs in Tweet in G1:
[6494] gt,gt [1262] mikequindazzi,gt [548] gt,#ai [299] #ai,#iot [266] gt,#pwc [212] #iot,#ai [209] #ai,#robotics [204] #rt,mikequindazzi [192] #4ir,gt [188] #pwc,mikequindazzi Top Word Pairs in Tweet in G2:
[989] gt,gt [523] #ai,#artificialintelligence [358] #tech,#4ir [239] mikequindazzi,gt [198] #ai,#artificialinteligence [177] paula_piccard,#robot [147] times,faster [140] #ai,#iot [136] #artificialintelligence,#robotic [129] humanoid,robot Top Word Pairs in Tweet in G3:
[2728] gt,gt [639] mikequindazzi,gt [339] gt,#ai [183] gt,mikequindazzi [181] mikequindazzi,#robot [107] #ai,#iot [96] #robotics,#robots [89] #ai,#artificialintelligence [83] #machinelearning,#deeplearning [79] #ai,#robotics Top Word Pairs in Tweet in G4:
[94] digital,economy [80] south,africa [73] president,cyril [71] cyril,ramaphosa [69] economy,summit [57] industrial,revolution [51] #4ir,#4irsa [42] president,cyrilramaphosa [40] gallagher,convention [40] convention,centre Top Word Pairs in Tweet in G5:
[412] gt,gt [133] #robotics,#4ir [132] countries,robot [132] robot,workers [130] workers,#automation [130] #automation,#robotics [129] wef,countries [109] times,faster [105] 2030,students [105] students,learning Top Word Pairs in Tweet in G6:
[84] forget,literally [84] literally,hundreds [84] hundreds,teams [84] teams,here [84] here,those [84] those,google [84] google,being [84] being,nice [84] nice,surprise [84] surprise,many Top Word Pairs in Tweet in G7:
[72] sign,mou [54] h,e [44] blockchainkenya,lawyershubkenya [44] lawyershubkenya,sign [39] #africablockchainug19,conference [39] africa,blockchain [38] industrial,revolution [36] 4th,industrial [35] sierra,leone [32] blockchain,conference Top Word Pairs in Tweet in G8:
[64] #4ir,#rechargemybiz [62] world,know [62] know,#4ir [61] ndzaviderrick,world [51] fix,potholes [51] potholes,australia [51] australia,#4ir [50] sayentrepreneur,fix [47] 4th,industrial [47] industrial,revolution Top Word Pairs in Tweet in G9:
[15] bringing,schiphol [15] schiphol,s [15] s,flight [15] flight,status [15] status,api [15] api,ethereum [15] ethereum,apps [15] apps,chainlink [15] chainlink,#4ir [12] fourth,industrial Top Word Pairs in Tweet in G10:
[72] futuro,economía [72] economía,sostenibilidad [72] sostenibilidad,desarrollo [72] desarrollo,social [72] social,#economíacircular [72] #economíacircular,#4ir [72] #4ir,estarán [72] estarán,entre [72] entre,temas [71] andi_colombia,futuro Top Replied-To in Entire Graph:
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Top Replied-To in G10:
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: