The graph represents a network of 4,018 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 Saturday, 26 October 2019 at 13:49 UTC.
The tweets in the network were tweeted over the 9-day, 3-hour, 50-minute period from Thursday, 17 October 2019 at 09:41 UTC to Saturday, 26 October 2019 at 13:31 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 : 4018
Unique Edges : 18369
Edges With Duplicates : 13480
Total Edges : 31849
Self-Loops : 1292
Reciprocated Vertex Pair Ratio : 0.0159243126785631
Reciprocated Edge Ratio : 0.0313494075884007
Connected Components : 338
Single-Vertex Connected Components : 178
Maximum Vertices in a Connected Component : 3354
Maximum Edges in a Connected Component : 31046
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.314218
Graph Density : 0.00134390264967715
Modularity : 0.347277
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 4,018 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 Saturday, 26 October 2019 at 13:49 UTC.
The tweets in the network were tweeted over the 9-day, 3-hour, 50-minute period from Thursday, 17 October 2019 at 09:41 UTC to Saturday, 26 October 2019 at 13:31 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".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch
Graph Term : #autonomousvehicles
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Followers
Vertex Alpha : Followers
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[7399] gt,gt [1434] mikequindazzi,gt [851] #ai,#iot [830] #iot,#autonomousvehicles [688] self,driving [548] #ai,#robotics [518] #automotive,#autonomousvehicles [517] #autonomousvehicles,#robotics [498] gt,#ai [488] #ai,#autonomousvehicles Top Word Pairs in Tweet in G1:
[1654] gt,gt [353] self,driving [332] #automotive,#autonomousvehicles [323] mikequindazzi,gt [287] #autonomousvehicles,#selfdrivingcars [216] #ai,#iot [211] #selfdriving,#driverless [210] #autonomousvehicles,#ai [192] #smartcity,#iot [190] #ai,#robotics Top Word Pairs in Tweet in G2:
[4835] gt,gt [948] mikequindazzi,gt [454] #ai,#iot [426] #iot,#autonomousvehicles [314] #autonomousvehicles,#robotics [311] gt,#ai [287] #ai,#robotics [285] wef,mikequindazzi [263] #ai,#autonomousvehicles [263] louisserge,jblefevre60 Top Word Pairs in Tweet in G3:
[763] gt,gt [192] iam,platform [192] platform,curated [161] #ai,#iot [154] #iot,#autonomousvehicles [141] mikequindazzi,gt [128] #robotics,#tech [123] #selfdrivingcars,#ai [122] #smartcity,#robotics [120] #tech,#5g Top Word Pairs in Tweet in G4:
[196] seriously,elonmusk [196] elonmusk,going [196] going,next [196] next,car [196] car,tesla [196] tesla,best [196] best,purchase [196] purchase,made [196] made,t [196] t,wait Top Word Pairs in Tweet in G5:
[117] #automotive,#autonomousvehicles [110] #autonomousvehicles,#3dprinting [108] #automobile,#smartcity [108] #smartcity,#automotive [106] first,mass [106] mass,producible [106] producible,3d [106] 3d,printed [106] printed,car [106] car,#automobile Top Word Pairs in Tweet in G6:
[20] #autonomesfahren,#autonomousvehicles [15] #autonomousvehicles,currently [15] currently,considered [15] considered,draft [15] draft,prototype [15] prototype,mode [15] mode,ready [15] ready,mass [15] mass,production [15] production,scale Top Word Pairs in Tweet in G7:
[20] #internetofthings,important [20] #iot,#digitaltransformation [20] #digitaltransformation,#automation [20] #automation,#smartcity [20] #smartcity,#autonomousvehicles [20] #autonomousvehicles,#driverless [20] #smarthome,#cybersecurity [16] gt,gt [11] infographic,#cybersecurity [10] important,#iot Top Word Pairs in Tweet in G8:
[61] see,#autonomousvehicles [61] #autonomousvehicles,achieve [61] achieve,pixel [61] pixel,perfect [61] perfect,perception [61] perception,panoptic [61] panoptic,segmentation [61] segmentation,#drivelabs Top Word Pairs in Tweet in G9:
[3] #autonomousvehicles,bvg_kampagne [2] volker_straub,landemore [2] landemore,theeumans [2] theeumans,grassrootseu [2] grassrootseu,buergerrat_de [2] buergerrat_de,dfarrell_ucd [2] dfarrell_ucd,kiernanmargaret [2] kiernanmargaret,caldwelllouise [2] caldwelllouise,oliverescobar [2] oliverescobar,ajwillshire Top Word Pairs in Tweet in G10:
[9] self,driving [8] #selfdrivingcars,#autonomousvehicles [4] driving,car [4] sony's,self [4] driving,'sociable [4] 'sociable,cart' [4] cart',delivers [4] delivers,mixed [4] mixed,reality [4] reality,inside Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G7:
Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
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Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: