The graph represents a network of 3,614 Twitter users whose recent tweets contained "#AutonomousVehicles", 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 20:43 UTC.
The tweets in the network were tweeted over the 9-day, 6-hour, 15-minute period from Tuesday, 30 July 2019 at 14:00 UTC to Thursday, 08 August 2019 at 20:16 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 : 3614
Unique Edges : 14832
Edges With Duplicates : 6035
Total Edges : 20867
Self-Loops : 1035
Reciprocated Vertex Pair Ratio : 0.00876056511814424
Reciprocated Edge Ratio : 0.0173689682588221
Connected Components : 503
Single-Vertex Connected Components : 309
Maximum Vertices in a Connected Component : 2601
Maximum Edges in a Connected Component : 19437
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 3.638232
Graph Density : 0.00125224183530818
Modularity : 0.426666
NodeXL Version : 1.0.1.418
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[2639] gt,gt [478] #ai,#iot [477] mikequindazzi,gt [369] #videos,#rt [364] #rt,cc [362] #autonomousvehicles,#selfdrivingcars [347] self,driving [317] #autonomousvehicles,#ai [284] #drones,#autonomousvehicles [282] #autonomousvehicles,#robotics Top Word Pairs in Tweet in G1:
[1064] gt,gt [233] #videos,#rt [233] #rt,cc [196] mikequindazzi,gt [184] chboursin,jblefevre60 [176] #drones,#autonomousvehicles [168] #ai,#robotics [166] cc,mikequindazzi [157] #iot,#tech [157] intengineering,mikequindazzi Top Word Pairs in Tweet in G2:
[854] gt,gt [153] mikequindazzi,gt [151] #machinelearning,#deeplearning [143] #driverless,#selfdriving [139] #ai,#iot [117] #autonomousvehicles,#ai [117] self,driving [106] #selfdrivingcars,#autonomousvehicles [104] #fintech,#autonomousvehicles [99] #iot,#robotics Top Word Pairs in Tweet in G3:
[449] gt,gt [116] #ai,#iot [112] frronconi,enricomolinari [110] enricomolinari,diioannid [106] #autonomousvehicles,#selfdriving [94] #ai,#autonomousvehicles [93] #iot,#autonomousvehicles [86] #autonomousvehicles,#ai [84] diioannid,haroldsinnott [81] #autonomousvehicles,#smartcities Top Word Pairs in Tweet in G4:
[46] self,driving [29] #autonomousvehicles,#selfdrivingcars [26] driving,cars [24] autonomous,vehicles [24] #autonomesfahren,#autonomousvehicles [13] autonomous,vehicle [13] car,crashes [12] over,100 [12] 100,fatalities [12] fatalities,day Top Word Pairs in Tweet in G5:
[186] #technology,#digitaltransformation [170] #business,#entrepreneur [148] #entrepreneur,#siliconvalley [112] #siliconvalley,#paloalto [112] #digitaltransformation,#futuretech [103] #autonomousvehicles,#selfdrivingcars [101] #autonomousvehicle,#autonomousvehicles [89] #selfdrivingcars,#business [75] #paloalto,#technology [74] #autonomous,#autonomousvehicle Top Word Pairs in Tweet in G6:
[24] gt,gt [22] learn,more [22] #videos,#rt [21] #rt,cc [18] #machinelearning,#ml [15] #internetofthings,#iot [13] tech,#autonomousvehicles [13] #ai,#iot [13] #smartcity,#autonomousvehicles [13] #autonomousvehicles,#videos Top Word Pairs in Tweet in G7:
[31] self,driving [24] gt,gt [17] #iota,real [17] real,world [17] world,usecase [17] usecase,optimized [17] optimized,routing [17] routing,self [17] driving,car [17] car,collect Top Word Pairs in Tweet in G8:
[204] gt,gt [49] #ai,#iot [44] mikequindazzi,gt [43] #iot,#iiot [40] #5g,impact [40] geoworldmedia,mikequindazzi [37] #autonomousvehicles,#robotics [36] impact,#smartcities [36] #iiot,#smarthome [36] #smarthome,#autonomousvehicles Top Word Pairs in Tweet in G9:
[50] driverless,bus [50] bus,china [50] china,even [50] even,steering [50] steering,wheels [50] #autonomousvehicles,#tech [50] #tech,#technology [50] #ai,#thisisamerica [50] #thisisamerica,#yutong [45] wheels,china Top Word Pairs in Tweet in G10:
[40] #autonomousvehicles,reality [40] reality,yes [40] yes,test [40] test,rides [40] rides,iav_de [40] iav_de,heat [40] heat,shuttle [40] shuttle,start [40] start,hamburg [40] hamburg,intelligent 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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