The graph represents a network of 4,182 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 Saturday, 27 July 2019 at 21:52 UTC.
The tweets in the network were tweeted over the 9-day, 8-hour, 38-minute period from Thursday, 18 July 2019 at 12:24 UTC to Saturday, 27 July 2019 at 21:03 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 : 4182
Unique Edges : 8561
Edges With Duplicates : 5771
Total Edges : 14332
Self-Loops : 1062
Reciprocated Vertex Pair Ratio : 0.0169581346051934
Reciprocated Edge Ratio : 0.0333507034914018
Connected Components : 313
Single-Vertex Connected Components : 168
Maximum Vertices in a Connected Component : 3315
Maximum Edges in a Connected Component : 13277
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 4.346958
Graph Density : 0.000548757896937834
Modularity : 0.444536
NodeXL Version : 1.0.1.417
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[9709] gt,gt [1921] mikequindazzi,gt [893] gt,#ai [595] gt,#pwc [578] #pwc,mikequindazzi [492] #ai,#robotics [399] #ai,#iot [396] #4ir,gt [326] #robotics,#4ir [298] wef,mikequindazzi Top Word Pairs in Tweet in G1:
[6665] gt,gt [1302] mikequindazzi,gt [557] gt,#ai [440] gt,#pwc [437] #pwc,mikequindazzi [323] #4ir,gt [285] #robotics,#4ir [223] #ai,#iot [205] #automation,#robotics [183] countries,robot Top Word Pairs in Tweet in G2:
[1994] gt,gt [447] mikequindazzi,gt [228] gt,#ai [113] #pwc,mikequindazzi [112] gt,#pwc [110] gt,mikequindazzi [97] wef,mikequindazzi [90] #ai,projected [90] projected,add [90] add,16 Top Word Pairs in Tweet in G3:
[294] gt,gt [133] #ai,#robotics [87] #iot,#ai [66] #drones,#iot [52] #robotics,#drones [52] gt,#ai [51] #autonomous,security [51] security,#robots [51] #robots,out [51] #iot,#digital Top Word Pairs in Tweet in G4:
[113] another,day [113] day,another [113] another,school [113] school,robbery [113] robbery,#klipfonteinview [113] #klipfonteinview,robbed [113] robbed,twice [113] twice,within [113] within,two [113] two,months Top Word Pairs in Tweet in G5:
[430] gt,gt [115] farm,loving [115] loving,#robots [115] #robots,change [115] change,future [114] future,#agriculture [113] #agriculture,mashable [113] mashable,#ai [104] nathealings,farm [103] #ai,#robotics Top Word Pairs in Tweet in G6:
[19] industrial,revolution [10] fourth,industrial [10] #digitaltransformation,#4ir [9] fun,exciting [9] exciting,3d [9] 3d,printing [9] printing,pen [9] pen,movie [9] movie,collection [9] collection,youtube Top Word Pairs in Tweet in G7:
[33] best,time [33] time,buy [33] buy,#chainlink [33] #chainlink,now [33] now,always [33] always,now [33] now,#4ir [33] #4ir,#link [33] #link,#1000eoy [33] #1000eoy,#swinglinkersgettherope Top Word Pairs in Tweet in G8:
[243] gt,gt [68] #ai,#digitaltransformation [41] #4ir,#industry40 [40] find,out [40] out,fast [40] fast,luggage [40] luggage,bag [40] bag,made [40] made,#china [40] #china,#manufacturing Top Word Pairs in Tweet in G9:
[49] much,airing [49] airing,today [49] today,sadly [49] sadly,delighted [49] delighted,#madesmarter [49] #madesmarter,partnership [49] partnership,strengthening [48] juergen_maier,much [15] new,innovateuk [15] innovateuk,30m Top Word Pairs in Tweet in G10:
[41] https,t [41] t,co [38] gt,gt [18] check,https [16] dragonchain,interchain [14] jaimecampos787,#blockchain [14] #4ir,#iot [13] interchain,operational [13] #interoperability,between [13] between,dragonchain Top Replied-To in Entire Graph:
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Top Replied-To in G7:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
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Top Tweeters in G9:
Top Tweeters in G10: