The graph represents a network of 3,762 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 Tuesday, 29 October 2019 at 19:06 UTC.
The tweets in the network were tweeted over the 9-day, 0-hour, 54-minute period from Sunday, 20 October 2019 at 17:53 UTC to Tuesday, 29 October 2019 at 18:47 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 : 3762
Unique Edges : 16471
Edges With Duplicates : 13761
Total Edges : 30232
Self-Loops : 1321
Reciprocated Vertex Pair Ratio : 0.0200430592577404
Reciprocated Edge Ratio : 0.039298457208905
Connected Components : 327
Single-Vertex Connected Components : 176
Maximum Vertices in a Connected Component : 3130
Maximum Edges in a Connected Component : 29418
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.336362
Graph Density : 0.001406400873228
Modularity : 0.328849
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 3,762 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 Tuesday, 29 October 2019 at 19:06 UTC.
The tweets in the network were tweeted over the 9-day, 0-hour, 54-minute period from Sunday, 20 October 2019 at 17:53 UTC to Tuesday, 29 October 2019 at 18:47 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".
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:
[7546] gt,gt [1412] mikequindazzi,gt [1162] #ai,#iot [795] #iot,#autonomousvehicles [730] self,driving [531] #autonomousvehicles,#selfdrivingcars [495] #ai,#robotics [469] #autonomousvehicles,#ai [459] #selfdrivingcars,#ai [453] #iot,#robotics Top Word Pairs in Tweet in G1:
[5856] gt,gt [1133] mikequindazzi,gt [787] #ai,#iot [536] #iot,#autonomousvehicles [376] gt,#ai [350] #ai,#robotics [295] #iot,#robotics [282] wef,mikequindazzi [277] #machinelearning,#deeplearning [277] #autonomousvehicles,gt Top Word Pairs in Tweet in G2:
[929] gt,gt [317] self,driving [223] #automotive,#autonomousvehicles [221] #artificialintelligence,#ai [192] #autonomousvehicles,#selfdrivingcars [171] #autonomousvehicles,#ai [169] mikequindazzi,gt [157] #selfdriving,#driverless [156] #automotive,#artificialintelligence [145] julez_norton,fabriziobustama Top Word Pairs in Tweet in G3:
[435] gt,gt [162] iam,platform [162] platform,curated [146] #ai,#iot [120] #iot,#autonomousvehicles [100] curated,tweet [100] #autonomousvehicles,#autopilot [100] #autopilot,#cars [100] #cars,#cities [100] #cities,#drones Top Word Pairs in Tweet in G4:
[22] autonomous,vehicles [22] self,driving [21] #autonomesfahren,#autonomousvehicles [19] #autonomousmobility,#autonomousvehicles [15] #autonomousvehicles,currently [15] currently,considered [15] considered,draft [15] draft,prototype [15] prototype,mode [15] mode,ready Top Word Pairs in Tweet in G5:
[48] gt,gt [13] #iot,#bigdata [11] #bigdata,#ai [11] #ai,#iot [11] self,driving [10] #ai,#bigdata [10] #autonomousvehicles,#driverless [10] #machinelearning,#bigdata [10] infographic,#cybersecurity [10] #innovation,#fintech Top Word Pairs in Tweet in G6:
[61] #robotics,#tech [59] #ai,#iot [59] #tech,#5g [59] #startup,#technology [58] #smartcity,#robotics [58] #technology,#driverlesscars [56] #robots,#startups [55] #iot,#autonomousvehicles [55] #driverlesscars,#robots [54] #5g,#driverless Top Word Pairs in Tweet in G7:
[67] panoptic,segmentation [65] see,#autonomousvehicles [65] #autonomousvehicles,achieve [65] achieve,pixel [65] pixel,perfect [65] perfect,perception [65] perception,panoptic [65] segmentation,#drivelabs [11] #standardization,#autonomousvehicles [11] #autonomousvehicles,using Top Word Pairs in Tweet in G8:
[32] #selfdriving,#autonomousvehicles [23] #uk,#propelmee [18] new,video [18] video,longest [18] longest,#autonomousdriving [18] #autonomousdriving,demo [18] demo,#uk [18] #propelmee,#itswc2019 [18] #itswc2019,#selfdriving [13] public,roads Top Word Pairs in Tweet in G9:
[21] gt,gt [21] enricomolinari,#autonomousvehicles [20] self,driving [20] amazon,delivering [20] delivering,prime [20] prime,packages [20] packages,ty [20] ty,digitaltrends [20] digitaltrends,enricomolinari [20] #autonomousvehicles,#robots Top Word Pairs in Tweet in G10:
[170] gt,gt [76] seeker,#autonomousvehicles [75] car,watching [75] watching,#selfdriving [75] #selfdriving,#driverless [75] #driverless,car [75] car,jaguar [75] jaguar,jlr_news [75] jlr_news,gt [75] gt,seeker Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G5:
Top Replied-To in G6:
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Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
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Top Tweeters in G9:
Top Tweeters in G10: