The graph represents a network of 4,928 Twitter users whose tweets in the requested range contained "smartcity OR smartcities", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 21 March 2019 at 19:35 UTC.
The requested start date was Thursday, 21 March 2019 at 19:30 UTC and the maximum number of tweets (going backward in time) was 5,000.
The tweets in the network were tweeted over the 1-day, 15-hour, 19-minute period from Tuesday, 19 March 2019 at 14:30 UTC to Thursday, 21 March 2019 at 05:49 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 : 4928
Unique Edges : 7328
Edges With Duplicates : 2546
Total Edges : 9874
Self-Loops : 1298
Reciprocated Vertex Pair Ratio : 0.0327938071780436
Reciprocated Edge Ratio : 0.0635050422458436
Connected Components : 783
Single-Vertex Connected Components : 319
Maximum Vertices in a Connected Component : 2461
Maximum Edges in a Connected Component : 6371
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 6.208738
Graph Density : 0.000302220866205035
Modularity : 0.679517
NodeXL Version : 1.0.1.409
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[294] smart,cities [278] smart,city [161] artificialintelligence,ai [155] internetofthings,iot [137] bigdata,ai [136] smartcities,bigdata [133] silicon,valley [124] cloudexpo,silicon [122] opendata,smartcities [112] iot,iiot Top Word Pairs in Tweet in G1:
[147] artificialintelligence,ai [134] internetofthings,iot [101] ai,internetofthings [72] innovation,tech [69] internet,things [64] ai,machinelearning [63] smart,city [61] futurism,artificialintelligence [57] future,transportation [57] transportation,connected Top Word Pairs in Tweet in G2:
[31] smart,cities [31] smart,city [14] gogreen,smartcity [14] smartcity,smartparking [11] parqtoken,gogreen [10] expo,curitiba [9] city,expo [8] https,t [8] t,co [8] curitiba,2019 Top Word Pairs in Tweet in G3:
[88] smart,cities [35] smart,city [12] concept,smart [12] smartcities,ieeesmartcities [12] local,regulation [10] company,launching [9] smartcities,iot [9] cities,future [9] building,trust [8] cities,smartcities Top Word Pairs in Tweet in G4:
[126] bigdata,ai [125] smartcities,bigdata [120] opendata,smartcities [119] silicon,valley [113] cloudexpo,silicon [72] june,24 [72] 24,26 [64] iot,automation [62] technology,ai [59] automation,technology Top Word Pairs in Tweet in G5:
[17] sceba19,smartcities [14] buenos,aires [13] smartcity,smartcityexpo [13] smartcityexpo,smartbuenosaires [10] smart,city [10] expo,buenos [9] digitalinclusion,persons [9] smartcities,smartcity [8] persons,disabilities [8] smartbuenosaires,scewc18 Top Word Pairs in Tweet in G6:
[21] smart,city [20] bitkom,fraunhofer_iese [20] 13,partnern [18] haben,dem [16] weg,zur [15] dem,weg [14] 50,deutsche [14] deutsche,städte [12] städte,dem [12] zur,smart Top Word Pairs in Tweet in G7:
[34] tmcsmartcity,smartcities_hua [34] smartcities_hua,mohua_india [34] mohua_india,swachh_thane [33] thanecityonline,tmcsmartcity [32] digithane,malavi_sandeep [32] malavi_sandeep,thanecityonline [24] mukadamrafi,digithane [24] प,रभ [24] रभ,ग [21] क,र Top Word Pairs in Tweet in G8:
[64] together,city [64] city,ekurhuleni [64] ekurhuleni,deployed [64] deployed,city [64] city,wide [64] wide,wired [64] wired,wireless [64] wireless,networks [64] networks,powerful [64] powerful,cloud Top Word Pairs in Tweet in G9:
[15] visakhapatnamjn,1lifeysoserious [15] 1lifeysoserious,ashokvelaga2 [15] ashokvelaga2,pdinakar [15] pdinakar,amatyakautilya [13] amatyakautilya,jagansai [12] asb_ambati,visakhapatnamjn [11] sridevi94406,asb_ambati [8] samuelk89,nazeer0602 [8] nazeer0602,balu635 [8] balu635,vineeth_rama Top Word Pairs in Tweet in G10:
[21] street,lights [21] lights,smartcity [21] smartcity,publicsafety [21] publicsafety,use [21] use,awesome [21] awesome,ubiquitous [21] ubiquitous,great [21] great,vantage [21] vantage,point [21] point,wifiberusa 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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