The graph represents a network of 6,059 Twitter users whose recent tweets contained "#mobility", 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 Thursday, 08 August 2019 at 21:40 UTC.
The tweets in the network were tweeted over the 9-day, 7-hour, 16-minute period from Tuesday, 30 July 2019 at 13:30 UTC to Thursday, 08 August 2019 at 20:46 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 : 6059
Unique Edges : 9946
Edges With Duplicates : 4098
Total Edges : 14044
Self-Loops : 2757
Reciprocated Vertex Pair Ratio : 0.0346655358846602
Reciprocated Edge Ratio : 0.0670081967213115
Connected Components : 1433
Single-Vertex Connected Components : 761
Maximum Vertices in a Connected Component : 2532
Maximum Edges in a Connected Component : 8090
Maximum Geodesic Distance (Diameter) : 24
Average Geodesic Distance : 7.763151
Graph Density : 0.000265900770736269
Modularity : 0.679367
NodeXL Version : 1.0.1.418
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[294] #transport,#mobility [280] https,t [280] t,co [271] #ai,#iot [265] #iot,#robotics [259] #robotics,#tech [258] #tech,#5g [257] #5g,#driverless [256] #startup,#technology [255] #smartcity,#ai Top Word Pairs in Tweet in G1:
[34] today,#mobility [24] mobile,app [24] read,more [21] smartphone,users [21] users,increasingly [21] increasingly,prefer [21] prefer,use [21] use,browsers [21] browsers,instead [21] instead,dedicated Top Word Pairs in Tweet in G2:
[167] #driverless,#autonomous [162] #selfdrivingcars,#driverlesscars [162] #driverlesscars,#driverless [141] #autonomous,#selfdriving [115] #ai,#mobility [113] #selfdriving,#ai [100] #mobility,spirosmargaris [69] self,driving [61] paula_piccard,mvollmer1 [41] #selfdriving,#mobility Top Word Pairs in Tweet in G3:
[17] #planetm,#mobility [16] #connexionmobility,event [15] #automotive,industry [15] #mobility,industry [14] check,out [13] connectory,s [13] s,#connexionmobility [13] detroit,s [13] #mobility,#transportation [13] #mobility,challenges Top Word Pairs in Tweet in G4:
[49] learn,more [48] follow,learn [28] more,efficient [27] #mobility,solutions [26] increasing,need [26] need,#mobility [26] #mobility,developing [26] developing,pioneering [26] pioneering,solutions [26] solutions,more Top Word Pairs in Tweet in G5:
[20] https,t [20] t,co [17] civitas,peer [17] peer,exchange [17] exchange,activities [17] chance,show [16] town,city's [13] host,civitas [13] activities,2020 [13] show,town Top Word Pairs in Tweet in G6:
[35] #ai,#iot [35] #iot,#robotics [35] #robots,#startups [34] #smartcity,#ai [34] #robotics,#tech [34] #tech,#5g [34] #startup,#technology [34] #technology,#driverlesscars [33] #5g,#driverless [33] #driverlesscars,#robots Top Word Pairs in Tweet in G7:
[29] #welcometotheteum,#newcustomer [29] #newcustomer,#winning [29] #winning,#mobility [29] #mobility,#smartcities [16] coverage,recent [16] #smartcities,#pareteumexperiencecloud [16] #pareteumexperiencecloud,#platforms [13] delighted,welcome [13] welcome,m1singapore [13] m1singapore,ltd Top Word Pairs in Tweet in G8:
[206] #iot,#robotics [204] #ai,#iot [202] #robotics,#tech [201] #tech,#5g [200] #5g,#driverless [198] #smartcity,#ai [193] #startup,#technology [188] #robots,#startups [187] #driverless,#selfdriving [178] #technology,#driverlesscars Top Word Pairs in Tweet in G9:
[37] future,#mobility [32] comes,#infrastructure [32] #infrastructure,developed [32] developed,world [32] world,stuck [32] stuck,cycle [32] cycle,repairing [32] repairing,replacing [32] replacing,existing [32] existing,systems Top Word Pairs in Tweet in G10:
[120] #cycling,#mobility [118] #ebikekit,#electrictrike [118] #electrictrike,#libertytrike [118] #libertytrike,#ebike [118] #ebike,#etrike [118] #etrike,#ebikes [118] #ebikes,#electricbike [118] #electricbike,#bike [118] #bike,#trike [118] #trike,#tricycle Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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