The graph represents a network of 4,768 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, 24 July 2020 at 00:48 UTC.
The requested start date was Friday, 24 July 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 2-day, 20-hour, 23-minute period from Monday, 20 July 2020 at 09:08 UTC to Thursday, 23 July 2020 at 05:32 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 : 4768
Unique Edges : 5320
Edges With Duplicates : 9467
Total Edges : 14787
Number of Edge Types : 5
Retweet : 3253
MentionsInRetweet : 6295
Mentions : 3899
Replies to : 238
Tweet : 1102
Self-Loops : 1171
Reciprocated Vertex Pair Ratio : 0.0335293381708995
Reciprocated Edge Ratio : 0.064883186054957
Connected Components : 704
Single-Vertex Connected Components : 337
Maximum Vertices in a Connected Component : 2877
Maximum Edges in a Connected Component : 11803
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.496622
Graph Density : 0.000363455481829074
Modularity : 0.482224
NodeXL Version : 1.0.1.438
Data Import : The graph represents a network of 4,768 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, 24 July 2020 at 00:48 UTC.
The requested start date was Friday, 24 July 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 2-day, 20-hour, 23-minute period from Monday, 20 July 2020 at 09:08 UTC to Thursday, 23 July 2020 at 05:32 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:
[396] #ai,#iot [303] #ai,#marketing [298] techamazing,enricomolinari [293] ty,techamazing [269] smart,city [251] #iot,#edtech [221] topography,box [220] interactive,topography [220] smart,cities [169] #vr,#ar Top Word Pairs in Tweet in G1:
[189] #ai,#iot [120] #iot,#5g [100] #selfdrivingcars,#ai [99] #ai,#marketing [97] smart,city [96] #iot,#iiot [92] techamazing,enricomolinari [89] ty,techamazing [83] mikequindazzi,antgrasso [75] #iot,#edtech Top Word Pairs in Tweet in G2:
[74] hellomanish_kr,pmoindia [72] pmoindia,upgovt [72] upgovt,rbi [72] rbi,eowdelhi [72] eowdelhi,govt [72] govt,#homebuyers [72] #homebuyers,approach [72] approach,#rera [72] #rera,shows [72] shows,comfortable Top Word Pairs in Tweet in G3:
[204] techamazing,enricomolinari [203] #ai,#marketing [202] ty,techamazing [196] #ai,#iot [174] #iot,#edtech [153] topography,box [152] interactive,topography [123] enricomolinari,#vr [122] box,ty [121] #vr,#ar Top Word Pairs in Tweet in G4:
[73] smart,cities [51] #smartcities,#smartcity [31] #smartcities,#futurecities [26] smart,city [17] covid,19 [17] #bigdata,#urbandata [16] #futurecities,#urbanplanning [13] #smartcity,#iot [12] #smartcities,#digitalcities [11] cities,getting Top Word Pairs in Tweet in G5:
[54] smart,city [29] smart,cities [13] #smartcity,#smartcities [11] #smartcities,#smartcity [10] covid,19 [8] #smartcities,#iot [8] case,study [8] intel,internet [8] internet,things [8] things,intel Top Word Pairs in Tweet in G6:
[99] lete,talk [99] talk,tech [99] tech,#nasscomcommunity [99] #nasscomcommunity,register [99] register,#artificialintelligence [99] #artificialintelligence,#virtualreality [99] #virtualreality,#iot [98] nasscomr,lete [98] #iot,#clo [16] #3d,#2d Top Word Pairs in Tweet in G7:
[29] smart,cities [27] ieee,international [26] around,world [24] considering,challenging [24] challenging,moment [24] moment,facing [24] facing,around [24] world,6th [24] 6th,ieee [24] international,smart Top Word Pairs in Tweet in G8:
[25] arunkumar_tnie,nagabhushanb [24] amitsen_tnie,pramodkv_tnie [20] xpressbengaluru,santwana99 [18] nagabhushanb,amitsen_tnie [17] #tnieupdatesoncovid19,#hubballi [15] #covid19karnataka,arunkumar_tnie [14] hubballi_infra,hublimandi [14] namma_dharwad,hublirailusers [13] pramodkv_tnie,hubballi_infra [12] hublimandi,smartcity_hd Top Word Pairs in Tweet in G9:
[11] क,स [8] म,र [8] र,ट [8] ट,स [8] स,ट [8] ह,ल [7] casajalgupta,0001sudarshan [7] 0001sudarshan,prakharsahay [7] prakharsahay,pmoindia [7] pmoindia,nhai_official Top Word Pairs in Tweet in G10:
[56] च,ह [55] ज,नम [55] नम,#ब [55] #ब,न [55] न,_म [55] _म,स [55] स,क [55] क,ब [55] ब,हर [55] हर,न Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G4:
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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:
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Top Mentioned in G6:
Top Mentioned in G7:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G3:
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Top Tweeters in G5:
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Top Tweeters in G9:
Top Tweeters in G10: