The graph represents a network of 1,597 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, 06 October 2021 at 12:44 UTC.
The requested start date was Wednesday, 06 October 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, 6-hour, 45-minute period from Tuesday, 21 September 2021 at 16:08 UTC to Tuesday, 05 October 2021 at 22:54 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 : 1597
Unique Edges : 1931
Edges With Duplicates : 14935
Total Edges : 16866
Number of Edge Types : 5
Retweet : 6699
MentionsInRetweet : 8447
Mentions : 1099
Tweet : 581
Replies to : 40
Self-Loops : 933
Reciprocated Vertex Pair Ratio : 0.0347155255544841
Reciprocated Edge Ratio : 0.0671015843429636
Connected Components : 96
Single-Vertex Connected Components : 62
Maximum Vertices in a Connected Component : 1430
Maximum Edges in a Connected Component : 16624
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.162985
Graph Density : 0.0016839217643357
Modularity : 0.188629
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,597 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, 06 October 2021 at 12:44 UTC.
The requested start date was Wednesday, 06 October 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, 6-hour, 45-minute period from Tuesday, 21 September 2021 at 16:08 UTC to Tuesday, 05 October 2021 at 22:54 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:
[3451] #iot,#iiot [2335] #rstats,#reactjs [1998] #bigdata,#analytics [1997] #reactjs,#iot [1970] #machinelearning,#ai [1956] #analytics,#machinelearning [1818] #python,#rstats [1555] #analytics,#datascience [1457] #datascience,#iot [1432] #ai,#python Top Word Pairs in Tweet in G1:
[2959] #iot,#iiot [2004] #rstats,#reactjs [1720] #reactjs,#iot [1693] #machinelearning,#ai [1688] #analytics,#machinelearning [1671] #bigdata,#analytics [1574] #python,#rstats [1325] #analytics,#datascience [1245] #datascience,#iot [1231] #ai,#python Top Word Pairs in Tweet in G2:
[331] #selfdrivingcars,#ai [320] #ai,#iot [291] #iot,#5g [192] #iot,#iiot [160] #5g,#autonomousvehicles [136] #rstats,#reactjs [133] #robotics,#driverless [133] #machinelearning,#bigdata [128] #bigdata,#analytics [126] #driverless,#driverlesscars Top Word Pairs in Tweet in G3:
[290] #iot,#iiot [189] #bigdata,#analytics [184] #rstats,#reactjs [153] #machinelearning,#ai [149] #analytics,#machinelearning [149] #reactjs,#iot [145] #analytics,#datascience [132] #python,#rstats [127] #datascience,#iot [121] #machinelearning,#bigdata Top Word Pairs in Tweet in G4:
[17] self,driving [9] driving,cars [6] #bigdata,#analytics [5] #analytics,#datascience [5] #datascience,#iot [4] 3rd,generation [4] generation,advanced [4] advanced,intelligent [4] #autonomous,capabilities [3] autonomous,driving Top Word Pairs in Tweet in G5:
[30] unreliable,#gnss [30] #gnss,reception [23] gnss,foresight [23] reliability,forecasting [22] safe,navigation [21] major,barrier [21] barrier,safe [21] navigation,#drones [20] reception,major [20] #drones,#autonomousvehicles Top Word Pairs in Tweet in G6:
[18] frronconi,#autonomous [18] #autonomous,mini [18] mini,bus [18] bus,#china [18] #china,#autonomousvehicles [18] #autonomousvehicles,#selfdrivingcars [18] #selfdrivingcars,#mobility [18] #mobility,alvinfoo [18] alvinfoo,joannmoretti [18] joannmoretti,fogle_shane Top Word Pairs in Tweet in G7:
[9] enricomolinari,#smartcities [9] #smartcities,#marketing [9] #marketing,#selfdrivingcars [9] #selfdrivingcars,godfrey_rono [9] godfrey_rono,archonsec [9] archonsec,dak970 [9] dak970,chrismessina [9] chrismessina,rickhuckstep [9] rickhuckstep,pvynckier [4] #iot,#iiot Top Word Pairs in Tweet in G8:
[71] top,tweets [71] tweets,enjoy [71] enjoy,#ai [71] #ai,#selfdrivingcars [45] #selfdrivingcars,#autonomousvehicles [44] round,collection [44] collection,top [41] 24h,round [33] iot_automotive,24h [33] #autonomousvehicles,#co Top Word Pairs in Tweet in G9:
[6] general,motors [6] motors,gm [6] gm,cruise [6] cruise,alphabet [6] alphabet,inc [6] inc,waymo [6] waymo,#selfdrivingcars [6] #selfdrivingcars,subsidiaries [6] subsidiaries,became [6] became,first Top Word Pairs in Tweet in G10:
[10] self,driving [5] intrigued,self [5] driving,cars [5] cars,#formulausi [5] #formulausi,chance [5] chance,build [5] build,self [5] driving,car [4] paper,accepted [4] accepted,journal Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G5:
Top Replied-To in G9:
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: