The graph represents a network of 1,743 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, 03 November 2021 at 12:44 UTC.
The requested start date was Wednesday, 03 November 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 18-day, 14-hour, 19-minute period from Friday, 15 October 2021 at 06:46 UTC to Tuesday, 02 November 2021 at 21:05 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 : 1743
Unique Edges : 1947
Edges With Duplicates : 15094
Total Edges : 17041
Number of Edge Types : 5
Retweet : 6552
MentionsInRetweet : 8590
Mentions : 1273
Tweet : 613
Replies to : 13
Self-Loops : 938
Reciprocated Vertex Pair Ratio : 0.0308513106007887
Reciprocated Edge Ratio : 0.0598559855985599
Connected Components : 89
Single-Vertex Connected Components : 53
Maximum Vertices in a Connected Component : 1595
Maximum Edges in a Connected Component : 16859
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.502344
Graph Density : 0.00146362059687001
Modularity : 0.187463
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,743 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, 03 November 2021 at 12:44 UTC.
The requested start date was Wednesday, 03 November 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 18-day, 14-hour, 19-minute period from Friday, 15 October 2021 at 06:46 UTC to Tuesday, 02 November 2021 at 21:05 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:
[2297] #iot,#iiot [2159] #bigdata,#analytics [1898] #analytics,#datascience [1633] #datascience,#iot [1321] #machinelearning,#bigdata [1084] #iiot,#rstats [1073] #rstats,#reactjs [1040] #python,#rstats [957] #rstats,#javascript [935] #javascript,#reactjs Top Word Pairs in Tweet in G1:
[1806] #iot,#iiot [1584] #bigdata,#analytics [1379] #analytics,#datascience [1174] #datascience,#iot [1024] #machinelearning,#bigdata [997] #rstats,#reactjs [924] #python,#rstats [830] #reactjs,#iot [808] #machinelearning,#ai [791] #analytics,#machinelearning Top Word Pairs in Tweet in G2:
[113] #bigdata,#analytics [91] #iot,#iiot [90] #analytics,#datascience [83] #ai,#machinelearning [79] #datascience,#iot [69] #machinelearning,#bigdata [53] #ai,#selfdrivingcars [51] #iiot,#rstats [46] #rstats,#javascript [42] #javascript,#reactjs Top Word Pairs in Tweet in G3:
[376] #bigdata,#analytics [351] #analytics,#datascience [317] #iot,#iiot [312] #datascience,#iot [247] #javascript,#reactjs [243] #iiot,#rstats [241] #rstats,#javascript [176] #machinelearning,#bigdata [132] #reactjs,#cloudcomputing [119] #cloudcomputing,#serverless Top Word Pairs in Tweet in G4:
[72] man,left [72] left,speechless [72] speechless,travels [72] travels,#driverless [72] #driverless,car [72] #ai,#artificialintelligence [70] car,thesun [70] thesun,#ai [70] #artificialintelligence,#automation [70] #automation,#automotive Top Word Pairs in Tweet in G5:
[36] #autonomousvehicles,#selfdrivingcars [24] charge,#electriccar [24] #electriccar,future [24] future,fully [24] fully,self [24] self,sustainable [24] sustainable,electric [24] electric,vehicle [24] vehicle,concept [24] concept,#electricvehicles Top Word Pairs in Tweet in G6:
[120] biologically,inspired [120] inspired,neural [120] neural,networks [120] networks,self [120] self,driving [120] driving,cars [120] cars,watch [120] watch,video [119] whats_ai,biologically [119] video,#deeplearning Top Word Pairs in Tweet in G7:
[219] #ai,#selfdrivingcars [211] #selfdrivingcars,#iot [177] mikequindazzi,#ai [176] #iot,#connectedcar [128] #connectedcar,#wearabletech [37] ht,mikequindazzi [36] cc,mikequindazzi [31] machine,learning [26] worldtrendsinfo,#ai [25] #iot,#iiot Top Word Pairs in Tweet in G8:
[15] self,driving [6] driving,cars [5] dead,end [4] #tesla,#selfdrivingcars [4] #autonomousvehicles,#selfdrivingcars [4] #selfdrivingcars,#automotive [4] #automotive,#auto [4] #driverlesscars,#selfdrivingcars [4] #selfdrivingcars,#autonomousvehicle [4] #autonomousvehicle,#pioneeringminds Top Word Pairs in Tweet in G9:
[10] self,driving [6] #web3,addition [6] addition,#security [6] #security,syntropynet [6] syntropynet,connections [6] connections,include [6] include,performance [6] performance,optimization [6] optimization,default [6] default,consider Top Word Pairs in Tweet in G10:
[40] see,surroundings [40] surroundings,identify [40] identify,risks [39] autonomous,vehicles [39] vehicles,see [36] #autonomous,#vehicles [36] #vehicles,#ai [36] #ai,#selfdrivingcars [36] #selfdrivingcars,autonomous [35] heinzvhoenen,#autonomous Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
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:
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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:
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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: