The graph represents a network of 7,120 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 Thursday, 17 June 2021 at 16:31 UTC.
The tweets in the network were tweeted over the 1-day, 7-hour, 54-minute period from Wednesday, 16 June 2021 at 08:20 UTC to Thursday, 17 June 2021 at 16:14 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 : 7120
Unique Edges : 27079
Edges With Duplicates : 55680
Total Edges : 82759
Number of Edge Types : 5
Retweet : 13749
MentionsInRetweet : 56004
Mentions : 11057
Replies to : 814
Tweet : 1135
Self-Loops : 1270
Reciprocated Vertex Pair Ratio : 0.068500059333096
Reciprocated Edge Ratio : 0.128217230752145
Connected Components : 256
Single-Vertex Connected Components : 174
Maximum Vertices in a Connected Component : 6605
Maximum Edges in a Connected Component : 82061
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.367395
Graph Density : 0.000710572751191226
Modularity : 0.28291
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 7,120 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 Thursday, 17 June 2021 at 16:31 UTC.
The tweets in the network were tweeted over the 1-day, 7-hour, 54-minute period from Wednesday, 16 June 2021 at 08:20 UTC to Thursday, 17 June 2021 at 16:14 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 : #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 : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1167] gvalan,ipfconline1 [1035] #ai,#machinelearning [957] sallyeaves,haroldsinnott [941] kalydeoo,ym78200 [824] haroldsinnott,gvalan [773] diioannid,shi4tech [754] nicochan33,kalydeoo [726] 5th,edition [703] shi4tech,pierrecappelli [700] #vivatech,#positivebanking Top Word Pairs in Tweet in G1:
[466] groupelaposte,#vivatech [325] stand,groupelaposte [247] stand,#laposte [216] #transfonum,#techforgood [197] #vivatech,#vivahuawei [169] retour,#vivatech [164] grand,retour [164] être,présent [161] groupelaposte,joie [161] joie,être Top Word Pairs in Tweet in G2:
[1148] gvalan,ipfconline1 [1015] #ai,#machinelearning [936] sallyeaves,haroldsinnott [925] kalydeoo,ym78200 [809] haroldsinnott,gvalan [758] diioannid,shi4tech [738] nicochan33,kalydeoo [689] shi4tech,pierrecappelli [678] #vivatech,#positivebanking [634] ym78200,nelbro Top Word Pairs in Tweet in G3:
[358] succès,tech [358] tech,ce [358] ce,train [358] train,faire [358] faire,bon [358] bon,tout [358] tout,pays [358] pays,#vivatech [125] emmanuel,macron [116] salon,#vivatech Top Word Pairs in Tweet in G4:
[677] 5th,edition [672] keynote,address [651] address,5th [611] shri,narendramodi [483] delivers,keynote [448] pm,shri [442] edition,vivatech [414] vivatech,#vivatech [414] #vivatech,#digitalindia [404] #digitalindia,#tech4all Top Word Pairs in Tweet in G5:
[110] vivatech,2021 [102] stand,k39 [101] #teamfranceexport,vivatech [61] notre,stand [51] #cnrsinnovation,#vivatech [44] venez,rencontrer [43] stand,cnrs [43] businessfrance,#vivatech [40] demain,#vivatech [39] #teamfranceexport,#vivatech Top Word Pairs in Tweet in G6:
[10] #vivatech,#vivatech2021 [8] tim,cook [7] dedicated,server [6] म,द [6] #narendramodi,#vivatech [6] viva,technology [6] pm,modi [6] salon,#vivatech [5] त,र [5] ల,ప Top Word Pairs in Tweet in G7:
[43] live,#vivatech [32] lab,#vivatech [32] toni,belloni [32] group,managing [32] managing,director [29] live,#lvmh's [29] #lvmh's,lab [26] #vivatech,toni [26] belloni,group [21] join,lvmh Top Word Pairs in Tweet in G8:
[70] sos,mamas [59] #vivatech,quelle [59] quelle,startup [59] startup,quelle [59] quelle,solution [59] solution,josephine [59] josephine,ndeze [59] ndeze,22 [59] 22,ans [59] ans,province Top Word Pairs in Tweet in G9:
[26] stand,k22 [17] alaingriset,ministre [17] ministre,délégué [15] #wearenormandy,#innovation [13] #vivatech,ca [13] 12,startups [13] ensemble,faisons [13] faisons,briller [13] briller,#normandie [13] k22,#wearenormandy Top Word Pairs in Tweet in G10:
[41] lab,#futureofwork [29] notre,lab [28] #vivatech,#futureofwork [27] lab,manpowergroupfr [17] nouvelle,journée [16] skills,gap [15] depuis,lab [15] journée,dédiée [14] ibm,committed [14] committed,closing 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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Top Tweeters in G10: