The graph represents a network of 5,291 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 Saturday, 26 December 2020 at 01:44 UTC.
The requested start date was Friday, 25 December 2020 at 01:01 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 5-day, 18-hour, 51-minute period from Saturday, 19 December 2020 at 06:08 UTC to Friday, 25 December 2020 at 01:00 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 : 5291
Unique Edges : 6276
Edges With Duplicates : 14404
Total Edges : 20680
Number of Edge Types : 5
Mentions : 5126
Retweet : 5314
MentionsInRetweet : 8483
Tweet : 1417
Replies to : 340
Self-Loops : 1576
Reciprocated Vertex Pair Ratio : 0.0307738875996368
Reciprocated Edge Ratio : 0.0597102584181676
Connected Components : 662
Single-Vertex Connected Components : 322
Maximum Vertices in a Connected Component : 3550
Maximum Edges in a Connected Component : 17741
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.164155
Graph Density : 0.000364995450061613
Modularity : 0.417534
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 5,291 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 Saturday, 26 December 2020 at 01:44 UTC.
The requested start date was Friday, 25 December 2020 at 01:01 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 5-day, 18-hour, 51-minute period from Saturday, 19 December 2020 at 06:08 UTC to Friday, 25 December 2020 at 01:00 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:
[1200] #rstats,#reactjs [1059] #analytics,#ai [636] #iot,#iiot [620] #ai,#iot [579] #linux,#serverless [526] #ai,#rstats [514] #bigdata,#datascience [506] #machinelearning,#bigdata [449] #reactjs,#machinelearning [435] tesla,autopilot Top Word Pairs in Tweet in G1:
[1179] #rstats,#reactjs [1035] #analytics,#ai [598] #iot,#iiot [566] #linux,#serverless [523] #ai,#iot [516] #ai,#rstats [498] #bigdata,#datascience [480] #machinelearning,#bigdata [444] #reactjs,#machinelearning [424] tesla,autopilot Top Word Pairs in Tweet in G2:
[56] smartcities_hua,mohua_india [49] coc_gvmc,vizag_smartcity [31] gvmc_official,gummallasrijana [31] #swachhsurvekshan2021visakhapatnam,awareness [31] awareness,quiz [31] quiz,coc_gvmc [31] vizag_smartcity,gummallasrijana [31] gummallasrijana,vizaggoap [26] smart,city [25] gvmc_official,#swachhsurvekshan2021visakhapatnam Top Word Pairs in Tweet in G3:
[36] smart,city [15] smart,cities [13] #smartcities,#smartcity [9] city,coin [8] न,क [8] 12,2020 [8] know,more [8] #millennials,gen [8] gen,workers [8] workers,2016 Top Word Pairs in Tweet in G4:
[115] रव,द [83] क,ष [82] ष,त [80] क,र [79] ह,क [79] त,रव [79] द,क [78] हम,सब [78] त,क [78] र,जन Top Word Pairs in Tweet in G5:
[76] #ai,#iot [52] #iot,#ml [41] #drones,flying [41] flying,firefighters [41] firefighters,12tmimi [41] 12tmimi,#ai [41] #ml,#5g [41] #5g,#dl [41] #dl,#mi [41] #mi,#digital Top Word Pairs in Tweet in G6:
[31] र,क [30] गड,ढ [29] क,ल [29] ल,ए [29] सरक,र [29] ह,र [29] र,डव [29] डव,यर [28] र,ह [28] र,र Top Word Pairs in Tweet in G7:
[45] #latestnews,#smartcities [33] #iot,#latestnews [25] #iiot,#iotpl [25] smart,city [25] #machinelearning,#bigdata [24] #iot,#iiot [20] cool,books [20] books,spatiotemporal [20] spatiotemporal,temporal [20] temporal,#timeseries Top Word Pairs in Tweet in G8:
[49] dr,satya [49] satya,gupta [49] gupta,speaks [49] speaks,need [49] need,innovation [49] innovation,national [49] national,priorities [49] priorities,#healthcare [49] #healthcare,#agriculture [49] #agriculture,#logistics Top Word Pairs in Tweet in G9:
[6] प,र [5] हम,र [4] officeofdmagra,upgovt [4] upgovt,cmofficeup [4] cmofficeup,agrabreaking [4] agrabreaking,thimanshut [4] thimanshut,drdineshbjp [4] न,व [4] य,क [4] ट,प Top Word Pairs in Tweet in G10:
[2] tangomitteckel,manifesto2000 [2] manifesto2000,dissidentbeaver [2] dissidentbeaver,gillesnfio [2] gillesnfio,sombregreen [2] sombregreen,lunatic__fringe [2] lunatic__fringe,martinbrampton [2] martinbrampton,thiakadavra 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 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: