The graph represents a network of 1,615 Twitter users whose tweets in the requested range contained "#selfdrivingcars", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 16 March 2022 at 12:44 UTC.
The requested start date was Wednesday, 16 March 2022 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 18-day, 5-hour, 39-minute period from Friday, 25 February 2022 at 15:50 UTC to Tuesday, 15 March 2022 at 21:30 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 : 1615
Unique Edges : 2343
Edges With Duplicates : 16289
Total Edges : 18632
Number of Edge Types : 5
Retweet : 6175
MentionsInRetweet : 9712
Tweet : 842
Mentions : 1854
Replies to : 49
Self-Loops : 1182
Reciprocated Vertex Pair Ratio : 0.0254022015241321
Reciprocated Edge Ratio : 0.0495458298926507
Connected Components : 122
Single-Vertex Connected Components : 93
Maximum Vertices in a Connected Component : 1434
Maximum Edges in a Connected Component : 18399
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.310595
Graph Density : 0.001858352419426
Modularity : 0.175608
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,615 Twitter users whose tweets in the requested range contained "#selfdrivingcars", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 16 March 2022 at 12:44 UTC.
The requested start date was Wednesday, 16 March 2022 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 18-day, 5-hour, 39-minute period from Friday, 25 February 2022 at 15:50 UTC to Tuesday, 15 March 2022 at 21:30 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 : GraphServerTwitterSearch
Graph Term : #selfdrivingcars
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 : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[2315] #ai,#datascientist [2301] #datascientist,#bigdata [2073] #bigdata,#machinelearning [1676] #machinelearning,#selfdrivingcars [1197] #selfdrivingcars,#autonomousvehicles [724] #autonomousvehicles,#analytics [622] #analytics,#datascience [556] #selfdrivingcars,#ai [538] #ai,#iot [477] #machinelearning,#ai Top Word Pairs in Tweet in G1:
[1520] #ai,#datascientist [1505] #datascientist,#bigdata [1365] #bigdata,#machinelearning [1081] #machinelearning,#selfdrivingcars [656] #selfdrivingcars,#autonomousvehicles [433] #autonomousvehicles,#analytics [400] #machinelearning,#ai [399] #analytics,#machinelearning [398] #ai,#python [345] #analytics,#datascience Top Word Pairs in Tweet in G2:
[473] #ai,#iot [428] #iot,#5g [423] #selfdrivingcars,#ai [330] #ai,#selfdrivingcars [293] #ai,#datascientist [290] #datascientist,#bigdata [261] #5g,#autonomousvehicles [258] #bigdata,#machinelearning [249] #selfdrivingcars,#iot [209] #iot,#connectedcar Top Word Pairs in Tweet in G3:
[84] ronald_vanloon,autonomous [80] autonomous,robo [80] robo,boats [80] boats,officially [80] officially,coming [80] coming,amsterdam [80] amsterdam,canals [80] canals,mashable [80] mashable,#selfdrivingcars [76] #autonomousvehicles,#selfdrivingcars Top Word Pairs in Tweet in G4:
[478] #datascientist,#bigdata [474] #ai,#datascientist [425] #bigdata,#machinelearning [367] #machinelearning,#selfdrivingcars [240] #selfdrivingcars,#autonomousvehicles [189] #autonomousvehicles,#analytics [182] #analytics,#datascience [143] #datascience,#rstats [112] #rstats,#javascript [110] #javascript,#reactjs Top Word Pairs in Tweet in G5:
[29] self,driving [12] driving,vehicles [10] driving,cars [7] autonomous,car [7] car,companies [7] companies,outpacing [7] attempts,write [7] write,rules [7] rules,road [7] road,insurance Top Word Pairs in Tweet in G6:
[10] #happyfriday,friends [10] friends,safely [10] safely,way [10] way,#selfdrivingcars [9] #hoverbike,meant [9] meant,racing [9] racing,digitaltrends [9] digitaltrends,#drone [9] #drone,#drones [9] #drones,#autonomousvehicles Top Word Pairs in Tweet in G7:
[55] #electriccars,#cars [54] #cars,#smartcars [53] #smartcars,#selfdrivingcars [41] #futurecars,#speed [40] #selfdrivingcars,#rides [39] #rides,#whips [38] #whips,#futurecars [23] #driverless,#selfdrivingcars [22] #selfdrivingcars,#autonomousvehicles [22] #autonomousvehicles,#transportation Top Word Pairs in Tweet in G8:
[8] video,motion [8] motion,planning [8] planning,robots [8] robots,using [8] using,frenet [8] frenet,frame [8] frame,based [8] based,trajectory [8] trajectory,planning [8] planning,algorithm Top Word Pairs in Tweet in G9:
[7] ants,navigation [7] navigation,groups [7] groups,help [7] help,driverless [7] driverless,cars [7] cars,avoid [7] avoid,crashes [7] crashes,wef [7] wef,#ai [7] #ai,#datascience Top Word Pairs in Tweet in G10:
[7] based,#selfdrivingcars [5] ai,based [5] #selfdrivingcars,forbes [5] #ai,ethics [4] ethics,riddle [4] riddle,underlying [4] underlying,criminal [4] ai,including [4] including,crimes [4] crimes,committed Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G6:
Top Replied-To in G7:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: