The graph represents a network of 14,000 Twitter users whose recent tweets contained "#Paris", 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, 13 November 2019 at 08:54 UTC.
The tweets in the network were tweeted over the 1-day, 9-hour, 9-minute period from Monday, 11 November 2019 at 22:51 UTC to Wednesday, 13 November 2019 at 08:01 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 : 14000
Unique Edges : 21339
Edges With Duplicates : 8814
Total Edges : 30153
Self-Loops : 3455
Reciprocated Vertex Pair Ratio : 0.0113012445095168
Reciprocated Edge Ratio : 0.0223499072524092
Connected Components : 2102
Single-Vertex Connected Components : 1175
Maximum Vertices in a Connected Component : 8985
Maximum Edges in a Connected Component : 22379
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 5.390895
Graph Density : 0.00011277846376782
Modularity : 0.658194
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 14,000 Twitter users whose recent tweets contained "#Paris", 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, 13 November 2019 at 08:54 UTC.
The tweets in the network were tweeted over the 1-day, 9-hour, 9-minute period from Monday, 11 November 2019 at 22:51 UTC to Wednesday, 13 November 2019 at 08:01 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 : #Paris
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 : Followers
Vertex Alpha : Followers
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[2771] à,#paris [2283] direct,#paris [2241] images,t_bouhafs [2239] #laprecaritetue,images [1939] qui,s [1937] s,est [1936] devant,#crous [1928] est,immolé [1695] enseignement,supérieur [1686] ministère,l Top Word Pairs in Tweet in G1:
[2243] direct,#paris [2214] images,t_bouhafs [2212] #laprecaritetue,images [1886] devant,#crous [1881] qui,s [1876] s,est [1876] est,immolé [1570] ministère,l [1570] l,enseignement [1570] enseignement,supérieur Top Word Pairs in Tweet in G2:
[112] #paris,#france [103] à,#paris [66] #france,#paris [50] paris,france [45] 11,2019 [44] à,paris [41] france,#paris [40] #london,#paris [37] lien,vers [37] vers,webcam Top Word Pairs in Tweet in G3:
[725] heureusement,bande [725] bande,connards [725] connards,médiocrates [725] médiocrates,lécheurs [725] lécheurs,par [725] par,opportunisme [725] opportunisme,et [725] et,bornés [725] bornés,par [725] par,gauchisme Top Word Pairs in Tweet in G4:
[114] une,ligne [112] à,#paris [107] au,#conseildeparis [91] ville,#paris [70] #transports,#paris [59] #paris,#ratp [59] #ratp,#sncf [58] l,etat [57] ce,plan [57] plan,métro Top Word Pairs in Tweet in G5:
[83] à,#paris [57] #paris,des [49] looking,forward [47] day,visit [47] visit,#paris [47] sergey,#lavrov [47] #russia,#france [47] #france,#moscow [47] #moscow,#paris [47] #paris,#diplomacy Top Word Pairs in Tweet in G6:
[138] à,#paris [81] #paris,#france [77] #france,#tourisme [73] c,est [70] il,faut [69] arc,ciel [60] incapable,d [59] est,signe [59] signe,médiocrité [59] médiocrité,d Top Word Pairs in Tweet in G7:
[344] #art,#paris [341] #photography,#france [341] #france,#artiste [341] #artiste,#jazz [341] #jazz,#musique [341] #musique,#lyon [341] #lyon,#art [103] photography,dragan [103] dragan,todorović [103] todorović,#photography Top Word Pairs in Tweet in G9:
[63] #influencerpromotion,#topcasestudy [52] #influencers,#influencermarketing [43] #yourmustread,#influencerpromotion [41] #topcasestudy,#cybersecurity [37] #custserv,#ai [37] #brest,#paris [37] #cybersecurity,#knowledge [30] #womenintech,#technology [30] rues,#paris [29] les,rues Top Word Pairs in Tweet in G10:
[47] foto,che [47] che,parla [47] parla,da [47] da,sola [47] sola,#paris [36] pourquoi,pas [32] #art,#paris [28] #paris,#artgallery [25] jean,béraud [25] béraud,avenue 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 G4:
Top Replied-To in G5:
Top Replied-To in G6:
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:
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: