The graph represents a network of 6,233 Twitter users whose recent tweets contained "#VivaTech", 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 Saturday, 19 June 2021 at 19:57 UTC.
The tweets in the network were tweeted over the 2-day, 0-hour, 22-minute period from Thursday, 17 June 2021 at 18:48 UTC to Saturday, 19 June 2021 at 19:11 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 : 6233
Unique Edges : 28078
Edges With Duplicates : 75758
Total Edges : 103836
Number of Edge Types : 5
MentionsInRetweet : 72988
Mentions : 14476
Retweet : 14269
Replies to : 1189
Tweet : 914
Self-Loops : 1296
Reciprocated Vertex Pair Ratio : 0.0717035742566147
Reciprocated Edge Ratio : 0.133812326428699
Connected Components : 159
Single-Vertex Connected Components : 96
Maximum Vertices in a Connected Component : 5915
Maximum Edges in a Connected Component : 103349
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.320466
Graph Density : 0.00101042486397404
Modularity : 0.222073
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 6,233 Twitter users whose recent tweets contained "#VivaTech", 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 Saturday, 19 June 2021 at 19:57 UTC.
The tweets in the network were tweeted over the 2-day, 0-hour, 22-minute period from Thursday, 17 June 2021 at 18:48 UTC to Saturday, 19 June 2021 at 19:11 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 : #VivaTech
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:
[1584] gvalan,ipfconline1 [1193] groupelaposte,#vivatech [1130] #ai,#machinelearning [1065] diioannid,shi4tech [1022] ipfconline1,diioannid [1020] sallyeaves,haroldsinnott [886] kalydeoo,ym78200 [883] #positivebanking,bnpparibas [879] pierrecappelli,nicochan33 [874] shi4tech,pierrecappelli Top Word Pairs in Tweet in G1:
[1141] groupelaposte,#vivatech [615] retour,#vivatech [612] grand,retour [608] paires,airpods [607] groupelaposte,joie [607] être,présent [607] présent,grand [606] joie,être [605] gagner,paires [604] #vivatech,gagner Top Word Pairs in Tweet in G2:
[911] gvalan,ipfconline1 [755] #positivebanking,bnpparibas [753] sallyeaves,haroldsinnott [656] diioannid,shi4tech [642] haroldsinnott,gvalan [636] ipfconline1,diioannid [618] pierrecappelli,nicochan33 [607] shi4tech,pierrecappelli [544] #ai,#machinelearning [492] #positivebanking,lab Top Word Pairs in Tweet in G3:
[669] gvalan,ipfconline1 [579] #ai,#machinelearning [524] pawlowskimario,mvollmer1 [499] mvollmer1,gvalan [477] spirosmargaris,deeplearn007 [474] deeplearn007,pawlowskimario [458] tewoz,kalydeoo [447] nevillegaunt,jeroenbartelse [447] jeroenbartelse,fabriziobustama [447] margaretsiegien,pawlowskimario Top Word Pairs in Tweet in G4:
[137] #tech4planet,#vivatech [57] 3ème,journée [53] notre,pays [50] journée,d'exposition [50] d'exposition,#vivatech [50] #vivatech,rappelle [50] rappelle,j'expose [50] j'expose,notre [50] notre,application [50] application,sosma2xs Top Word Pairs in Tweet in G5:
[44] chairman,ceo [28] maurice,lévy [27] arvind,krishna [24] help,improve [22] ibm,committed [22] committed,closing [22] closing,skills [22] skills,gap [22] gap,one [22] one,pressing Top Word Pairs in Tweet in G6:
[97] #vivakpmg,#vivatech [32] #vivatech,#vivakpmg [22] notre,stand [21] stand,kpmg [16] promo,2021 [14] cc,hpe_fr [11] stand,kpmg_france [10] application,mobile [9] stand,j37 [9] table,ronde Top Word Pairs in Tweet in G7:
[33] #innovation,#normandie [32] #wearenormandy,#innovation [20] réseau,#cci [20] #cci,donne [20] donne,rdv [20] rdv,#vivatech [20] #vivatech,ses [20] ses,partenaires [20] partenaires,#teamfranceexport [20] #teamfranceexport,objectif Top Word Pairs in Tweet in G8:
[12] #climate,change [11] digital,technology [11] technology,solution [11] solution,side [11] side,#climate [11] change,srichard [11] srichard,reminds [11] reminds,operators' [11] operators',commitment [11] commitment,gsma Top Word Pairs in Tweet in G9:
[46] #vivatech,2021 [46] 2021,conference [46] conference,paris [31] #ehang,debuted [31] debuted,#vivatech [31] paris,panel [31] panel,mr [31] mr,huazhi [31] huazhi,hu [31] hu,founder Top Word Pairs in Tweet in G10:
[6] viva,technology [6] #vivatech,2021 [5] l'édition,2021 [5] #vivatech,plus [5] plus,grand [5] grand,salon [5] salon,européen [5] européen,dédié [5] dédié,tech [4] cette,année Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G5:
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Top Replied-To in G8:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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Top Mentioned in G7:
Top Mentioned in G8:
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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:
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Top Tweeters in G10: