The graph represents a network of 1,884 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 Thursday, 22 April 2021 at 12:44 UTC.
The requested start date was Wednesday, 21 April 2021 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 14-day, 18-hour, 38-minute period from Tuesday, 06 April 2021 at 04:55 UTC to Tuesday, 20 April 2021 at 23:33 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 : 1884
Unique Edges : 2560
Edges With Duplicates : 15459
Total Edges : 18019
Number of Edge Types : 5
Retweet : 6461
MentionsInRetweet : 9476
Mentions : 1275
Tweet : 776
Replies to : 31
Self-Loops : 1045
Reciprocated Vertex Pair Ratio : 0.0282637954239569
Reciprocated Edge Ratio : 0.0549738219895288
Connected Components : 129
Single-Vertex Connected Components : 94
Maximum Vertices in a Connected Component : 1686
Maximum Edges in a Connected Component : 17766
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.336977
Graph Density : 0.00150750992509807
Modularity : 0.191426
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 1,884 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 Thursday, 22 April 2021 at 12:44 UTC.
The requested start date was Wednesday, 21 April 2021 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 14-day, 18-hour, 38-minute period from Tuesday, 06 April 2021 at 04:55 UTC to Tuesday, 20 April 2021 at 23:33 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:
[1605] #rstats,#reactjs [1100] #cloudcomputing,#futureofwork [1084] #iot,#iiot [987] #reactjs,#iot [838] #analytics,#bigdata [838] #python,#rstats [798] #bigdata,#ai [755] #ai,#python [704] #ai,#rstats [701] #ml,#nlp Top Word Pairs in Tweet in G1:
[1362] #rstats,#reactjs [988] #cloudcomputing,#futureofwork [927] #iot,#iiot [850] #reactjs,#iot [721] #python,#rstats [719] #analytics,#bigdata [692] #bigdata,#ai [646] #ai,#python [610] #ml,#nlp [596] #analytics,#machinelearning Top Word Pairs in Tweet in G2:
[435] #ai,#iot [430] #selfdrivingcars,#ai [409] #iot,#5g [223] #5g,#autonomousvehicles [188] self,driving [181] #rstats,#reactjs [156] #autonomousvehicles,#selfdriving [147] #machinelearning,#bigdata [146] #driverlesscars,#startups [146] #robotics,#driverless Top Word Pairs in Tweet in G3:
[118] #selfdriving,#driverless [109] #driverlesscars,#autonomouscars [107] #autonomouscars,#autonomousvehicles [101] #cars,#automotive [99] read,add [85] #autonomousvehicles,#selfdriving [83] #driverless,#autonomousvehicles [80] add,#selfdrivingcars [78] #selfdrivingcars,news [75] #autonomousvehicles,#selfdrivingcars Top Word Pairs in Tweet in G4:
[87] mashable,enricomolinari [39] enricomolinari,#selfdrivingcars [32] enricomolinari,#traveltech [29] mashable,enricomoli [27] #selfdrivingcars,#autonomousvehicles [26] #fintech,#finserv [26] riding,convenience [26] convenience,store [26] store,montana [26] montana,cheddar Top Word Pairs in Tweet in G5:
[39] autonomous,vehicle [30] domino's,teamed [30] teamed,autonomous [30] vehicle,company [30] company,nuro [30] nuro,test [30] test,way [30] way,deliver [30] deliver,pizzas [29] jeroenbartelse,domino's Top Word Pairs in Tweet in G6:
[48] 1st,intelligent [47] complete,1st [47] intelligent,highway [47] highway,#selfdrivingcars [47] #selfdrivingcars,#autonomousvehicles [47] #autonomousvehicles,2022 [47] 2022,xhnews [45] #ai,#iot [41] #china,complete [41] xhnews,#ai Top Word Pairs in Tweet in G7:
[18] self,driving [8] #selfdrivingcars,#automotive [8] #automotive,#electriccars [7] driving,car [5] #ai,#selfdrivingcars [5] think,driverless [5] driverless,cars [5] cars,faraway [5] faraway,future [5] future,safety Top Word Pairs in Tweet in G8:
[21] south,korea [21] korea,created [21] created,entire [21] entire,town [21] town,testing [21] testing,#selfdrivingcars [19] ronald_vanloon,south [16] #ai,#iot [15] #iot,#artificialintelligence [15] #selfdrivingcars,reuters Top Word Pairs in Tweet in G9:
[13] self,driving [7] #selfdrivingcars,#autonomousvehicles [6] driving,cars [6] insideevs,#selfdrivingcars [5] stand,way [5] way,wsj [5] elon,musk [5] musk,tesla's [5] tesla's,full [5] full,self Top Word Pairs in Tweet in G10:
[22] ve,piloto [22] piloto,automatico [22] automatico,tesla [22] tesla,#analytics [22] #analytics,#ai [22] #ai,#rstats [22] #rstats,#reactjs [21] olgacavalli,ve [20] #reactjs,#machinelearning [20] #machinelearning,#bigdata 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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