The graph represents a network of 4,286 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, 09 September 2022 at 00:34 UTC.
The requested start date was Friday, 09 September 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 3-day, 22-hour, 21-minute period from Sunday, 04 September 2022 at 04:39 UTC to Thursday, 08 September 2022 at 03:00 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 : 4286
Unique Edges : 4914
Edges With Duplicates : 15217
Total Edges : 20131
Number of Edge Types : 5
Mentions : 6426
Retweet : 4762
MentionsInRetweet : 7109
Replies to : 743
Tweet : 1091
Self-Loops : 1693
Reciprocated Vertex Pair Ratio : 0.0247207930731585
Reciprocated Edge Ratio : 0.0482488366397257
Connected Components : 580
Single-Vertex Connected Components : 297
Maximum Vertices in a Connected Component : 2738
Maximum Edges in a Connected Component : 17563
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.847277
Graph Density : 0.000444637802053959
Modularity : 0.356071
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 4,286 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, 09 September 2022 at 00:34 UTC.
The requested start date was Friday, 09 September 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 3-day, 22-hour, 21-minute period from Sunday, 04 September 2022 at 04:39 UTC to Thursday, 08 September 2022 at 03:00 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:
[1495] #csuite,#digitalhealth [1493] #cx,#ehealth [1492] #datascientist,#csuite [1490] #healthtech,#datascientist [1488] #web3,#cx [1487] #digitalhealth,#web3 [1485] #ehealth,#finserv [1474] #finserv,#cloud [1460] #cloud,#insurtech [1314] #iot,#iiot Top Word Pairs in Tweet in G1:
[1465] #csuite,#digitalhealth [1463] #cx,#ehealth [1462] #datascientist,#csuite [1460] #healthtech,#datascientist [1458] #web3,#cx [1457] #digitalhealth,#web3 [1455] #ehealth,#finserv [1444] #finserv,#cloud [1430] #cloud,#insurtech [1298] #iot,#iiot Top Word Pairs in Tweet in G2:
[49] स,ट [46] smart,city [39] न,स [38] क,ल [37] ट,क [36] म,र [35] smart,cities [34] क,स [32] र,ट [32] स,म Top Word Pairs in Tweet in G3:
[62] smart,city [27] #lahoresmartcity,#smartcity [26] lahore,smart [23] smart,cities [23] city,query [23] query,related [23] related,house's [23] house's,construction [23] construction,renovation [23] renovation,buy Top Word Pairs in Tweet in G4:
[18] #smartcities,conference [17] state,florida [14] #smartcities,#smartcity [14] chidambara09,#healthtech [14] #healthtech,#datascientist [14] #datascientist,#csuite [14] #csuite,#digitalhealth [14] #digitalhealth,#web3 [14] #web3,#cx [14] #cx,#ehealth Top Word Pairs in Tweet in G5:
[14] guten,morgen [14] morgen,#tanglenauten [14] #tanglenauten,neue [14] neue,woche [14] woche,neue [14] neue,#news [14] #news,wünschen [14] wünschen,viel [14] viel,spaß [14] spaß,neuen Top Word Pairs in Tweet in G6:
[31] र,क [29] क,क [27] shiviasup,dmkanpur [25] chiefsecyup,upgovt [23] प,र [21] क,र [21] commissionerknp,aksharmabharat [21] aksharmabharat,chiefsecyup [19] य,क [17] म,र Top Word Pairs in Tweet in G7:
[69] smart,city [64] cognitive,connected [64] connected,services [64] services,based [64] based,city [64] city,size [62] city,configured [62] configured,different [62] different,cognitive [62] size,considering Top Word Pairs in Tweet in G8:
[6] haitham__tariq,stateaudit_oman [6] omanepress,alwatanoman [6] alwatanoman,shabiba [6] shabiba,al_wisal [6] shuracouncil_om,omanstatecounci [6] ss_governor,muscatgov [6] smartcity_oman,dhofar_gov [5] omaniaaco,j_jaber85 [5] j_jaber85,haitham__tariq [5] stateaudit_oman,shuracouncil_om Top Word Pairs in Tweet in G9:
[38] mayor,smt [38] smt,hari [38] hari,venkata [38] venkata,kumari [36] kumari,laid [36] laid,foundation [36] foundation,stone [36] stone,school [36] school,renovation [36] renovation,works Top Word Pairs in Tweet in G10:
[6] bengaluru,dark [5] dark,city [4] up',freedom [4] freedom,park [4] park,needs [4] needs,maintenance [4] maintenance,#shivamogga [4] #shivamogga,#parks [4] #parks,#hygiene [4] #hygiene,#cleanindia 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 G8:
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 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: