The graph represents a network of 3,972 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 Tuesday, 21 May 2019 at 16:26 UTC.
The tweets in the network were tweeted over the 9-day, 21-hour, 26-minute period from Saturday, 11 May 2019 at 18:21 UTC to Tuesday, 21 May 2019 at 15:47 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 : 3972
Unique Edges : 7307
Edges With Duplicates : 6097
Total Edges : 13404
Self-Loops : 867
Reciprocated Vertex Pair Ratio : 0.0252008765522279
Reciprocated Edge Ratio : 0.0491628072675454
Connected Components : 277
Single-Vertex Connected Components : 121
Maximum Vertices in a Connected Component : 3159
Maximum Edges in a Connected Component : 12305
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 3.915156
Graph Density : 0.00053389338565628
Modularity : 0.451666
NodeXL Version : 1.0.1.412
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[9490] gt,gt [2022] mikequindazzi,gt [508] gt,#ai [472] gt,#pwc [446] #pwc,mikequindazzi [364] #ai,#iot [345] wef,mikequindazzi [345] #tech,#iot [323] industrial,revolution [319] #iot,#ai Top Word Pairs in Tweet in G1:
[4013] gt,gt [908] mikequindazzi,gt [235] wef,mikequindazzi [197] gt,wef [184] gt,#ai [179] gt,#pwc [166] #iot,#cloudcomputing [165] faster,1 [165] 1,power [164] #supercomputers,#iot Top Word Pairs in Tweet in G2:
[4791] gt,gt [965] mikequindazzi,gt [274] gt,#ai [274] #pwc,mikequindazzi [271] gt,#pwc [210] #4ir,gt [181] #ai,#iot [167] 2019,gt [147] #futureofwork,gt [134] #rt,mikequindazzi Top Word Pairs in Tweet in G3:
[478] gt,gt [249] #tech,#iot [191] #iot,#ai [156] #innovation,#robotics [131] #robotics,#robots [118] mikequindazzi,gt [93] #robotics,#tech [74] #ai,#iot [74] #robots,#tech [69] #drones,#robotics Top Word Pairs in Tweet in G4:
[71] thelinkmarine1,chainlink [63] chainlink,beyond [63] beyond,fundamental [63] fundamental,#crypto [63] #crypto,space [63] space,final [63] final,piece [63] piece,allow [63] allow,true [63] true,mainstream Top Word Pairs in Tweet in G5:
[81] presidential,commission [63] deputy,minister [62] industrial,revolution [51] fourth,industrial [47] #africacommsweek,#acwza [47] minister,pinky_kekana1 [43] #4ir,#buildingacapable4irarmy [42] commsza,deputy [38] induction,session [32] #acwza,#africacommsweek Top Word Pairs in Tweet in G6:
[24] industrial,revolution [22] gt,gt [20] fourth,industrial [18] domain,name [18] name,sale [18] sale,#domains [12] #domainsforsale,#dn [10] #domains,#domainsforsale [10] #iot,#iiot [9] dnjokerdotcom,domain Top Word Pairs in Tweet in G7:
[26] centro,#4ir [21] #4ir,ruta_n [21] ruta_n,oportunidad [21] oportunidad,cerrar [21] cerrar,brechas [21] brechas,lograr [21] lograr,desarrollo [21] desarrollo,america [20] colombia,potencial [20] potencial,23m Top Word Pairs in Tweet in G8:
[10] friday's,top [10] top,5 [10] 5,countries [10] countries,pursuing [10] pursuing,#ai [10] #ai,advantage [10] advantage,2019 [10] 2019,global [10] global,#blockchain [10] #blockchain,survey Top Word Pairs in Tweet in G9:
[26] #collaboration,#innovation [26] #innovation,#transformation [26] #transformation,#partnerships [22] gt,gt [21] #4ir,#digital [20] #industry40,#4ir [16] #it,#ot [15] #tech,#iot [15] #iiot,#industry40 [15] #4ir,#digitaltransformation Top Word Pairs in Tweet in G10:
[21] rwanda,s [15] 2000,#rwanda [15] #rwanda,getting [15] getting,ready [15] ready,#4ir [15] #4ir,rwanda [15] s,focus [15] focus,today [15] today,children [15] children,students 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 G10: