The graph represents a network of 4,893 Twitter users whose recent tweets contained "#vivatech2021", 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 Wednesday, 23 June 2021 at 06:45 UTC.
The tweets in the network were tweeted over the 8-day, 11-hour, 43-minute period from Monday, 14 June 2021 at 18:31 UTC to Wednesday, 23 June 2021 at 06:14 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 : 4893
Unique Edges : 16484
Edges With Duplicates : 15790
Total Edges : 32274
Number of Edge Types : 5
Retweet : 7173
MentionsInRetweet : 18593
Mentions : 5140
Replies to : 437
Tweet : 931
Self-Loops : 1140
Reciprocated Vertex Pair Ratio : 0.0694548570204562
Reciprocated Edge Ratio : 0.129888338090231
Connected Components : 284
Single-Vertex Connected Components : 182
Maximum Vertices in a Connected Component : 4376
Maximum Edges in a Connected Component : 31625
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.634079
Graph Density : 0.00083433055281637
Modularity : 0.415575
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 4,893 Twitter users whose recent tweets contained "#vivatech2021", 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 Wednesday, 23 June 2021 at 06:45 UTC.
The tweets in the network were tweeted over the 8-day, 11-hour, 43-minute period from Monday, 14 June 2021 at 18:31 UTC to Wednesday, 23 June 2021 at 06:14 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 : #vivatech2021
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 : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[2118] #ai,#iiot [2116] #technology,#programming [2105] #bigdata,#vivatech2021 [2100] #programming,#ai [2046] #iiot,#100daysofcode [2046] #cloud,#javascript [2045] #womenwhocode,#usa [2040] #javascript,#gamedev [2039] #100daysofcode,#linux [2029] #datascience,#tech Top Word Pairs in Tweet in G1:
[125] #vivatech,#vivatech2021 [93] #vivatech2021,#mbadmb [89] #vivatech2021,#vivatech [84] #transfonum,#techforgood [83] 19,juin [83] stand,j15 [81] #vivatech,#transfonum [78] #mbadmb,#vivatech [76] stand,cnrs [73] #msvivatech,#vivatech2021 Top Word Pairs in Tweet in G2:
[587] #bigdata,#vivatech2021 [582] #ai,#iiot [578] #technology,#programming [577] #programming,#ai [566] #cloud,#javascript [565] #womenwhocode,#usa [563] #javascript,#gamedev [560] #100daysofcode,#linux [557] #iiot,#100daysofcode [547] #datascience,#tech Top Word Pairs in Tweet in G3:
[48] président,emmanuelmacron [42] merci,monsieur [42] monsieur,président [42] groupelaposte,#vivatech2021 [38] voilà,c'est [38] c'est,dit [38] dit,merci [38] emmanuelmacron,postiers [38] postiers,groupelaposte [37] stand,groupelaposte Top Word Pairs in Tweet in G4:
[248] keynote,address [141] hon,ble [140] ble,pm [134] tech,startup [130] narendramodi,keynote [129] pm,sh [129] sh,narendramodi [129] address,india's [129] india's,strides [129] strides,world Top Word Pairs in Tweet in G5:
[35] stand,orange [32] vivatech,#vivatech2021 [24] access,#education [24] #education,#health [24] #health,#entertainment [24] #entertainment,services [24] services,everyone [24] everyone,#innovation [24] #innovation,#digital [24] #digital,brings Top Word Pairs in Tweet in G6:
[28] shooting,avant [28] avant,#vivatech2021 [28] #vivatech2021,cedric_o [28] cedric_o,fleurpellerin [28] fleurpellerin,axellelemaire [28] axellelemaire,mounir [28] mounir,réunis [28] réunis,raconter [28] raconter,histoire [28] histoire,#frenchtech Top Word Pairs in Tweet in G7:
[26] #vivatech,#vivatech2021 [19] म,द [12] त,र [11] र,म [10] tim,cook [10] प,रध [10] रध,नम [10] नम,त [10] द,न [9] द,र Top Word Pairs in Tweet in G8:
[136] nación,emprendedora [136] pg,sanchezcastejon [123] vivatech,#vivatech2021 [122] estrategia,#españanaciónemprendedora [118] sanchezcastejon,vivatech [117] #españanaciónemprendedora,diferencia [117] diferencia,otras [117] otras,startup [117] startup,nations [117] nations,españa Top Word Pairs in Tweet in G9:
[16] online,configurator [16] co,9anchqeuqn [16] 9anchqeuqn,#startups [16] #startups,#vivatech2021 [12] attraction,#vivatech2021 [12] #vivatech2021,ferme [12] ferme,verticale [12] verticale,connectée [12] connectée,#popfarm [12] #popfarm,smart Top Word Pairs in Tweet in G10:
[28] stand,k11 [24] notre,stand [20] #vivatech2021,retrouvez [18] start,présentes [16] retrouvez,start [14] incubé,imt [13] imt,atlantique [12] #vivatech2021,l'évènement [11] imt_bs,telecomsudparis [11] l'évènement,#tech Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G8:
Top Replied-To in G9:
Top Replied-To in G10:
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:
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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:
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Top Tweeters in G5:
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Top Tweeters in G9:
Top Tweeters in G10: