The graph represents a network of 7,868 Twitter users whose recent tweets contained "#SCEWC19", 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, 21 November 2019 at 12:22 UTC.
The tweets in the network were tweeted over the 9-day, 2-hour, 36-minute period from Tuesday, 12 November 2019 at 08:54 UTC to Thursday, 21 November 2019 at 11:31 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 : 7868
Unique Edges : 21686
Edges With Duplicates : 20006
Total Edges : 41692
Self-Loops : 1757
Reciprocated Vertex Pair Ratio : 0.056280812463025
Reciprocated Edge Ratio : 0.106564110223284
Connected Components : 267
Single-Vertex Connected Components : 207
Maximum Vertices in a Connected Component : 7491
Maximum Edges in a Connected Component : 41182
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.005521
Graph Density : 0.00043268267328681
Modularity : 0.410785
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 7,868 Twitter users whose recent tweets contained "#SCEWC19", 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, 21 November 2019 at 12:22 UTC.
The tweets in the network were tweeted over the 9-day, 2-hour, 36-minute period from Tuesday, 12 November 2019 at 08:54 UTC to Thursday, 21 November 2019 at 11:31 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 : #SCEWC19
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:
[2725] #scewc19,#citiesmadeofdreams [2265] smart,city [1556] city,expo [1492] world,congress [1434] expo,world [892] intel,ligents [824] congress,smartcityexpo [813] ciutats,intel [807] l,smart [796] principal,esdeveniment Top Word Pairs in Tweet in G1:
[985] smart,city [869] city,expo [854] world,congress [839] expo,world [755] congress,smartcityexpo [744] intel,ligents [743] l,smart [743] mundial,sobre [743] ciutats,intel [742] tot,món Top Word Pairs in Tweet in G2:
[913] #scewc19,#citiesmadeofdreams [370] smart,city [235] smartcityexpo,#scewc19 [209] t,co [208] https,t [194] city,expo [175] smart,cities [160] expo,world [153] #scewc19,#smc19 [146] world,congress Top Word Pairs in Tweet in G3:
[278] #scewc19,#citiesmadeofdreams [215] primera,persona [191] ciutat,futur [176] smart,city [158] l,#scewc19 [152] les,ciutats [152] persona,ciutat [144] tota,info [135] l'estand,gencat [134] city,expo Top Word Pairs in Tweet in G4:
[305] #scewc19,#citiesmadeofdreams [133] make,cities [131] cities,more [123] smart,city [108] #citiesmadeofdreams,#scewc19 [108] smartcityexpo,#scewc19 [91] #scewc19,#maketechworkforpeople [73] more,efficient [72] #iot,make [72] efficient,generate Top Word Pairs in Tweet in G5:
[123] #scewc19,#citiesmadeofdreams [82] smart,city [73] expo,world [66] city,expo [64] world,congress [61] ciudades,inteligentes [60] smart,cities [54] 19,21 [51] #scewc19,#lyon [51] #lyon,invents Top Word Pairs in Tweet in G6:
[131] #huaweieurope,#tech4all [72] details,#ai [71] #iot,#bigdata [70] during,#scewc19 [70] #smartcities,#iot [66] #ai,#smartcities [66] intelligent,city [56] smart,city [51] during,smartcityexpo [51] join,session Top Word Pairs in Tweet in G7:
[80] stand,e505 [78] #scewc19,#citiesmadeofdreams [44] smart,city [41] #unmundodeluz,#scewc19 [40] e505,smartcityexpo [35] jordi,hereu [35] citelum_iberica,stand [34] 4,0 [27] world,congress [26] smartcityexpo,#unmundodeluz Top Word Pairs in Tweet in G8:
[42] smart,city [33] barcelona,#scewc19 [30] city,expo [29] comisaría,policía [29] policía,digital [29] digital,portátil [29] portátil,funciona [29] funciona,dubai [29] dubai,#scewc19 [28] world,congress Top Word Pairs in Tweet in G9:
[51] #sharingcitiesaction19,#scewc19 [42] #scewc19,#citiesmadeofdreams [32] #climateinnovation,#hackathon [31] sharing,cities [31] smartcityexpo,#scewc19 [30] #smartcities,#urbaninnovation [28] sharingaction,#sharingcitiesaction19 [28] #barcelona,#smartcities [28] #urbaninnovation,fira_barcelona [28] fira_barcelona,#scewc19 Top Word Pairs in Tweet in G10:
[84] urban,mobility [53] eit,urban [32] #scewc19,#citiesmadeofdreams [26] smartcityexpo,#scewc19 [25] #inaugurationeitum,#scewc19 [25] urban,spaces [24] distribution,grids [24] 1,4 [23] more,liveable [23] storage,flexibility 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 G7:
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:
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Top Mentioned in G5:
Top Mentioned in G6:
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:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
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Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: