The graph represents a network of 3,951 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 Friday, 03 April 2020 at 00:33 UTC.
The requested start date was Friday, 03 April 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 3-day, 13-hour, 19-minute period from Sunday, 29 March 2020 at 04:22 UTC to Wednesday, 01 April 2020 at 17:42 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 : 3951
Unique Edges : 6255
Edges With Duplicates : 2905
Total Edges : 9160
Number of Edge Types : 4
Tweet : 1147
MentionsInRetweet : 4664
Mentions : 3075
Replies to : 274
Self-Loops : 1147
Reciprocated Vertex Pair Ratio : 0.0330604534005038
Reciprocated Edge Ratio : 0.0640048765620238
Connected Components : 595
Single-Vertex Connected Components : 273
Maximum Vertices in a Connected Component : 2289
Maximum Edges in a Connected Component : 7007
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.607962
Graph Density : 0.000420467178634475
Modularity : 0.61008
NodeXL Version : 1.0.1.429
Data Import : The graph represents a network of 3,951 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 Friday, 03 April 2020 at 00:33 UTC.
The requested start date was Friday, 03 April 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 3-day, 13-hour, 19-minute period from Sunday, 29 March 2020 at 04:22 UTC to Wednesday, 01 April 2020 at 17:42 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 : GraphServerTwitterSearch
Graph Term : smartcity OR smartcities
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:
[1034] ø,ø [899] ø,ù [771] ù,ø [527] àª,ઠ[461] ù,ù [383] smart,cities [198] #ai,#iot [195] smart,city [126] øªø,ø [121] ù,øªø Top Word Pairs in Tweet in G1:
[98] smart,cities [77] #smartcities,#iot [74] enricomolinari,#smartcities [70] #iot,#ai [68] #ai,#iot [63] mashable,pawlowskimario [63] #ai,#mobility [62] ty,wef [61] pawlowskimario,#futureofmobility [61] #futureofmobility,#ai Top Word Pairs in Tweet in G2:
[257] àª,ઠ[160] smart,cities [70] internet,things [65] #smartcity,#cybersecurity [65] #smartcity,model [65] model,#iiot [65] #iiot,#ioe [65] #ioe,#ai [65] #ai,#startup [65] #startup,#growthhacking Top Word Pairs in Tweet in G3:
[45] ãƒ,ム[35] ì,ì [17] smart,cities [15] smart,city [15] ì,í [14] #ã,マム[14] マãƒ,トç [14] トç,語è [14] 語è,èª [13] #iot,#smartcities Top Word Pairs in Tweet in G4:
[97] #selfdrivingcars,#ai [93] #iot,#5g [89] #ai,#iot [63] #5g,#autonomousvehicles [55] #autonomousvehicles,#selfdriving [55] #startups,#smartcity [54] #driverlesscars,#startups [54] #smartcity,#startup [52] #autonomous,#robotics [51] #driverless,#driverlesscars Top Word Pairs in Tweet in G5:
[40] ì,ì [21] #iot,#latestnews [21] #latestnews,#smartcities [16] smart,cities [11] ë,ì [10] #smartcities,#ai [10] gt,gt [9] protã,ger [9] contre,vol [9] solution,ultra Top Word Pairs in Tweet in G6:
[78] #drones,detect [78] detect,fevers [78] fevers,coughing [78] coughing,soon [78] soon,take [78] take,sky [78] sky,digitaltrends [78] digitaltrends,mt [70] mvollmer1,#drones [70] mt,glengilmore Top Word Pairs in Tweet in G7:
[57] gvmc_official,gummallasrijana [56] vizagcollector,vizaggoap [44] andhrapradeshcm,coc_gvmc [39] vizaggoap,vizag_smartcity [38] coc_gvmc,maudgovtofap [38] maudgovtofap,andhrapradeshcm [32] vizagcollector,vizag_smartcity [32] vizag_smartcity,vizaggoap [28] gummallasrijana,maudgovtofap [27] coc_gvmc,vizagcollector Top Word Pairs in Tweet in G8:
[38] promise,#smartcities [38] #smartcities,extended [38] extended,rural [38] rural,areas [38] areas,well [38] well,improving [38] improving,rural [38] rural,#connectivity [38] #connectivity,first [38] first,step Top Word Pairs in Tweet in G9:
[1001] ø,ø [884] ø,ù [748] ù,ø [449] ù,ù [119] øªø,ø [116] ù,øªø [91] ø,ùšù [78] ø,ùšø [73] ùšø,ø [65] ù,ùš Top Word Pairs in Tweet in G10:
[270] àª,ઠ[84] #cyberdost,#cybersecurity [84] #cybersecurity,#besafebesecure [70] #besafebesecure,#smartcity [42] #smartcity,#smartsurat [32] home,stay [32] surat,city [32] city,police [31] #smartsurat,#beawareofcybercrime [29] issued,public Top Replied-To in Entire Graph:
Top Replied-To in G1:
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 G8:
Top Replied-To in G9:
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 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:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: