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smartcity OR smartcities_2021-06-17_17-24-59.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
June 18, 2021
Short Description:
smartcity OR smartcities via NodeXL https://bit.ly/3zCsnKP
@smartecocity
@development_rt
@smartcities_hua
@globaliqx
@wef
@enricomolinari
@chidambara09
@us_core
@ronald_vanloon
@_tomorrowcity

Top hashtags:
#smartcity
#iot
#smartcities
#ai
#iiot
#5g
#machinelearning

Description:
Description
The graph represents a network of 5,227 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, 18 June 2021 at 00:37 UTC.

The requested start date was Friday, 18 June 2021 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, 19-hour, 5-minute period from Sunday, 13 June 2021 at 08:01 UTC to Thursday, 17 June 2021 at 03:07 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


Overall Graph Metrics
Vertices : 5227
Unique Edges : 5853
Edges With Duplicates : 13079
Total Edges : 18932
Number of Edge Types : 5
Retweet : 4852
MentionsInRetweet : 7706
Mentions : 4597
Tweet : 1483
Replies to : 294
Self-Loops : 1607
Reciprocated Vertex Pair Ratio : 0.0325065126288368
Reciprocated Edge Ratio : 0.0629662132514261
Connected Components : 736
Single-Vertex Connected Components : 352
Maximum Vertices in a Connected Component : 3362
Maximum Edges in a Connected Component : 15860
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.583693
Graph Density : 0.00033372013532432
Modularity : 0.423149
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 5,227 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, 18 June 2021 at 00:37 UTC.

The requested start date was Friday, 18 June 2021 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, 19-hour, 5-minute period from Sunday, 13 June 2021 at 08:01 UTC to Thursday, 17 June 2021 at 03:07 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 Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[62] https://twinybots.ch/
[48] https://www.valuecoders.com/blog/technology-and-apps/machine-learning-app-ideas/
[42] https://www.allerin.com/blog/3-low-risk-ai-application-areas-for-smart-cities
[33] https://www.weforum.org/agenda/2021/04/nasa-oxygen-mars-space-perseverance-moxie-ingenuity?utm_source=twitter&utm_medium=social_scheduler&utm_term=Science&utm_content=24/04/2021+05:00
[22] https://www.nypassivehouse.org/building-energy-use-comparisons/
[20] https://successanalytics.blogspot.com/
[20] https://www.forbes.com/sites/cindygordon/2021/04/27/why-physics-has-relevancy-to-artificial-intelligence-and-building-ai-leadership-brain-trust/?sh=1d9f2215567b&utm_content=bufferd9454&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[19] https://www.information-age.com/smart-cities-are-coming-getting-ahead-by-reducing-software-vulnerabilities-123495541/?utm_campaign=Misc.%20LoRa%20Press%20Coverage&utm_content=169724962&utm_medium=social&utm_source=twitter&hss_channel=tw-152022069
[18] https://youtu.be/otycqloQfyI
[18] https://technative.io/powering-the-era-of-smart-cities/

Top URLs in Tweet in G1:
[48] https://www.valuecoders.com/blog/technology-and-apps/machine-learning-app-ideas/
[41] https://www.allerin.com/blog/3-low-risk-ai-application-areas-for-smart-cities
[32] https://www.weforum.org/agenda/2021/04/nasa-oxygen-mars-space-perseverance-moxie-ingenuity?utm_source=twitter&utm_medium=social_scheduler&utm_term=Science&utm_content=24/04/2021+05:00
[20] https://successanalytics.blogspot.com/
[18] https://youtu.be/otycqloQfyI
[16] https://www.visualcapitalist.com/2021-predictions-consensus-experts/?utm_content=bufferc7ca7&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[16] https://financesonline.com/ai-trends/?utm_content=buffer509ea&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[16] https://www.forbes.com/sites/cindygordon/2021/04/27/why-physics-has-relevancy-to-artificial-intelligence-and-building-ai-leadership-brain-trust/?sh=1d9f2215567b&utm_content=bufferd9454&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[15] https://www.weforum.org/agenda/2021/04/animals-birds-insects-help-prevent-wildfires?utm_source=twitter&utm_medium=social_scheduler&utm_term=Forests&utm_content=24/04/2021+11:00
[13] https://www.weforum.org/agenda/2021/04/zoom-meetings-are-here-to-stay-can-we-beat-the-fatigue?utm_source=twitter&utm_medium=social_scheduler&utm_term=Pandemic+Preparedness+and+Response&utm_content=24/04/2021+21:00

Top URLs in Tweet in G2:
[4] https://timesofindia.indiatimes.com/city/bhopal/scrap-to-stunning-saga-of-gwaliors-ethnic-makeover/articleshow/83555919.cms
[2] https://t.me/NAMOAppVirtualMeetGroup
[1] https://twitter.com/investindia/status/1403960768547016705
[1] https://www.newindianexpress.com/cities/bengaluru/2021/jun/16/pending-smart-city-works-get-boostduring-lockdown-2316902.html
[1] https://twitter.com/secretary_mohua/status/1405056065209716741
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DJN3I6SO6FjM&q=EgS4SO-bGPqRm4YGIhBwxXyxEm9t76MZhJUwRm7EMgFy
[1] https://hubliexpress.com/ID/6121/
[1] https://www.swadeshnews.in/madhya-pradesh/gwalior/digital-central-library-in-gwalior-under-smart-city-project-755734?utm_campaign=pubshare&utm_source=Twitter&utm_medium=516495524&utm_content=manual-link&utm_id=1854
[1] https://www.swadeshnews.in/madhya-pradesh/gwalior/digital-central-library-in-gwalior-under-smart-city-project-755734?utm_campaign=pubshare&utm_source=Twitter&utm_medium=134757238&utm_content=manual-link&utm_id=1459
[1] https://tomorrow.city/a/how-india-wants-to-become-the-future-of-smart-cities?utm_source=twitter&utm_medium=organic&utm_campaign=mag&utm_term=15062021

Top URLs in Tweet in G3:
[28] https://twinybots.ch/
[15] https://technative.io/powering-the-era-of-smart-cities/
[10] https://cities.iiotday.com/conference/agenda/?utm_source=IIoTWorldSocialMedia
[10] https://www.information-age.com/smart-cities-are-coming-getting-ahead-by-reducing-software-vulnerabilities-123495541/?utm_campaign=Misc.%20LoRa%20Press%20Coverage&utm_content=169724962&utm_medium=social&utm_source=twitter&hss_channel=tw-152022069
[9] https://aragonresearch.com/digital-cities-a-solid-foundation-for-smart-cities/
[7] https://technative.io/how-smart-is-smart-city-cybersecurity/
[6] https://www.iot-now.com/2021/05/18/110041-homogenous-global-cellular-connectivity-is-key-for-the-enterprise-smart-buildings-market/?source=sm
[5] https://www.smartcitiesnews.in/mobility/e-bicycles-a-viable-option-in-future-2/
[4] https://m.timesofindia.com/architecture-was-arrogant-towards-nature-this-must-change-to-humility-smart-cities-can-be-green/articleshow/78064994.cms?utm_source=JonathanGraham&utm_medium=Post&utm_campaign=SmartCities&utm_term=smartcities
[4] https://smartcities.fiaevents.com/ereg/index.php?eventid=200223003&categoryid=201742434

Top URLs in Tweet in G4:
[17] https://twinybots.ch/
[8] https://www.nypassivehouse.org/building-energy-use-comparisons/
[6] https://byq6z.app.goo.gl/RrQKv
[6] |
[5] https://www.information-age.com/smart-cities-are-coming-getting-ahead-by-reducing-software-vulnerabilities-123495541/?utm_campaign=Misc.%20LoRa%20Press%20Coverage&utm_content=169724962&utm_medium=social&utm_source=twitter&hss_channel=tw-152022069
[4] http://www.forbes.com/pictures/gllf45ffih/the-20-best-cities-for-m/?utm_source=dlvr.it&utm_medium=twitter
[4] https://twitter.com/Freakonsight/status/801167191026663424/photo/1
[3] https://datacentrereview.com/2021/06/stop-putting-money-in-the-potholes/
[3] https://www.prescouter.com/2021/06/4-smart-road-technologies-shaping-the-future-of-transportation/
[3] https://aragonresearch.com/digital-cities-a-solid-foundation-for-smart-cities/

Top URLs in Tweet in G5:
[10] https://t.ly/qSFN
[6] https://www.iotevolutionworld.com/iot/articles/446318-ready-iot-security.htm?utm_content=bufferbc574&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[6] https://techiexpert.com/
[6] https://www.iotforall.com/5-iot-hardware-development-trends-to-watch-in-2021?utm_content=bufferc4df6&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[5] https://www.istockphoto.com/es/foto/iot-elegante-concepto-de-agricultura-4-0-robot-industria-ingeniero-agr%C3%B3nomo-industrial-gm911693790-251010455?utm_content=bufferafab7&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] https://www.helpnetsecurity.com/2021/06/07/data-sharing-smart-city/
[4] https://cities-today.com/texas-cities-explore-data-monetisation-to-raise-revenue/
[4] https://www.america-retail.com/sostenibilidad/sostenibilidad-asi-se-usa-iot-para-ser-mas-energeticamente-eficiente/?utm_content=bufferc597b&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] https://www.iotforall.com/what-is-the-internet-of-things?utm_content=buffer98431&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] https://cio.economictimes.indiatimes.com/news/internet-of-things/best-practices-to-protect-healthcare-iot-devices-from-cyberattacks/81599349?utm_content=bufferb0f1e&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G6:
[1] https://up.punjabkesari.in/uttar-pradesh/news/dreams-will-come-true-rs-100-crore-increase-approved-for-moradabad-smart-city-1402056
[1] https://twitter.com/sengarlive/status/1404831457885913089
[1] https://www.thehansindia.com/news/national/now-pink-booths-for-vaccinating-women-in-uttar-pradesh-689809?infinitescroll=1
[1] https://senraco.com/

Top URLs in Tweet in G7:
[5] https://smartcities.ieee.org/resources/webinars/fuel-cell-vehicular-power-train-power-electronics-technology
[3] https://www.bloomberg.com/news/articles/2021-06-13/outdoor-dining-versus-parking-in-rome?srnd=citylab
[3] https://living-in.eu/
[3] https://smartcities.ieee.org/resources/webinars/implementing-the-smart-port-concept
[2] https://www.eventbrite.it/e/registrazione-smart-city-now-2021-138147726569?aff=Web
[2] http://ws-jp.co.jp/2021/02/15/science-technology-22-coronavirus-24/
[1] https://www.scotsman.com/news/opinion/columnists/after-covid-what-will-our-cities-of-the-future-look-like-prof-brian-evans-3270690
[1] https://www.bloomberg.com/news/articles/2021-06-15/paris-will-keep-its-covid-era-cafe-terraces?srnd=citylab
[1] https://cities-today.com/york-deploys-real-time-transport-modelling-in-uk-first/
[1] https://www.smartcitiesdive.com/news/at-challenges-conclusion-smart-columbus-to-continue-its-work/601791/

Top URLs in Tweet in G8:
[3] https://unesdoc.unesco.org/ark:/48223/pf0000377433
[1] https://twitter.com/KTRTRS/status/1009279674663383040?s=20
[1] https://epaper.eenadu.net/Home/ShareImage?Pictureid=3555793
[1] https://epaper.sakshi.com/c/61115318
[1] https://www.oecd.org/daf/competition/fostering-competition-in-singapore.htm
[1] https://gulfnews.com/photos/news/look-sharjahs-high-speed-electric-sky-pod-1.1623164602256
[1] https://analytics.dkv.global/GovTech-Q2-2021/Report.pdf
[1] https://twitter.com/RevuriSrinivasR/status/1404622115920224260

Top URLs in Tweet in G9:
[5] https://www2.deloitte.com/us/en/insights/focus/smart-city/making-smart-cities-cyber-secure.html?id=us:2sm:3tw:4di4725::6di:20190430201400::2278556236&utm_source=tw&utm_campaign=di4725&utm_content=di&utm_medium=social&linkId=66720870
[5] https://thethings.io/
[2] https://www.forbes.com/sites/cindygordon/2021/04/27/why-physics-has-relevancy-to-artificial-intelligence-and-building-ai-leadership-brain-trust/?sh=1d9f2215567b&utm_content=bufferd9454&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] http://www.citylab.com/commute/2014/10/a-new-approach-to-traffic-control-put-ears-to-the-ground/382177/
[2] https://ubidots.com/blog/4-big-iot-wins-for-smart-city-pioneer-santander-spain/?utm_content=buffer004a7&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://dzone.com/articles/4-big-iot-wins-for-smart-city-pioneer-santander-sp
[1] http://events.confluent.io/connectallthethings-smartcity/HiveMQ?utm_content=169048923&utm_medium=social&utm_source=twitter&hss_channel=tw-829263973
[1] https://lnkd.in/dHGhcq6?utm_content=169579920&utm_medium=social&utm_source=twitter&hss_channel=tw-829263973
[1] https://www.mckinsey.com/error.aspx?e=1
[1] https://www.youtube.com/watch?v=tkjb2idjqws&feature=youtu.be


Top URLs in Tweet in G10:
[1] https://twitter.com/AaravSeth_/status/1404255578898137090
[1] https://twitter.com/IndiaHistorypic/status/1403010043620970501
[1] https://economictimes.indiatimes.com/opinion/et-commentary/smart-cities-the-future-of-urbanisation-in-india/articleshow/83243081.cms?from=mdr

Top Domains
Top Domains in Tweet in Entire Graph:
[215] twitter.com
[126] arcweb.com
[93] iotforall.com
[93] weforum.org
[67] linkedin.com
[66] google.com
[65] ziftsolutions.com
[64] youtube.com
[62] twinybots.ch
[48] valuecoders.com

Top Domains in Tweet in G1:
[124] arcweb.com
[89] weforum.org
[48] valuecoders.com
[44] twitter.com
[43] google.com
[41] allerin.com
[37] visualcapitalist.com
[37] iotforall.com
[36] ziftsolutions.com
[36] smartcitieselectronics.com

Top Domains in Tweet in G2:
[10] twitter.com
[4] indiatimes.com
[4] tomorrow.city
[2] t.me
[2] swadeshnews.in
[1] newindianexpress.com
[1] google.com
[1] hubliexpress.com
[1] niua.org
[1] twi-global.com

Top Domains in Tweet in G3:
[31] smartcitiesworld.net
[28] twinybots.ch
[23] smartcitiesnews.in
[22] technative.io
[18] iiotday.com
[11] information-age.com
[10] iot-now.com
[9] aragonresearch.com
[8] youtube.com
[7] statetechmagazine.com

Top Domains in Tweet in G4:
[42] twitter.com
[29] ziftsolutions.com
[17] twinybots.ch
[15] linkedin.com
[9] dy.si
[8] nypassivehouse.org
[7] youtube.com
[6] goo.gl
[5] commscope.com
[5] information-age.com

Top Domains in Tweet in G5:
[48] iotforall.com
[15] cities-today.com
[12] techiexpert.com
[11] com.au
[10] t.ly
[9] youtube.com
[7] linkedin.com
[6] iotevolutionworld.com
[6] iotbusinessnews.com
[6] istockphoto.com

Top Domains in Tweet in G6:
[1] punjabkesari.in
[1] twitter.com
[1] thehansindia.com
[1] senraco.com

Top Domains in Tweet in G7:
[8] ieee.org
[4] bloomberg.com
[3] forbes.com
[3] cityinnovatorsforum.com
[3] living-in.eu
[2] cities-today.com
[2] europa.eu
[2] springwise.com
[2] smartcitiesconnect.org
[2] eventbrite.it

Top Domains in Tweet in G8:
[3] unesco.org
[2] twitter.com
[1] eenadu.net
[1] sakshi.com
[1] oecd.org
[1] gulfnews.com
[1] dkv.global

Top Domains in Tweet in G9:
[5] deloitte.com
[5] thethings.io
[2] forbes.com
[2] citylab.com
[2] ubidots.com
[2] dzone.com
[1] confluent.io
[1] lnkd.in
[1] mckinsey.com
[1] youtube.com

Top Domains in Tweet in G10:
[2] twitter.com
[1] indiatimes.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1994] smartcity
[1952] iot
[1764] smartcities
[1572] ai
[1008] iiot
[720] 5g
[604] machinelearning
[551] iotpl
[451] analytics
[441] tech



Top Hashtags in Tweet in G1:
[1338] ai
[1233] iot
[709] smartcities
[630] iiot
[578] machinelearning
[494] smartcity
[442] analytics
[426] rstats
[417] reactjs
[354] 5g

Top Hashtags in Tweet in G2:
[35] smartcity
[13] laying
[11] kochi
[10] karnal
[9] solapur
[8] transformingurbanindia
[8] concrete
[8] commercialstreet
[8] shopping
[8] commute

Top Hashtags in Tweet in G3:
[285] smartcities
[166] smartcity
[110] iot
[42] 5g
[39] smartcitiesday
[32] mobility
[32] ai
[27] cybersecurity
[17] iiotworldday
[17] sustainability

Top Hashtags in Tweet in G4:
[242] smartcity
[171] smartcities
[41] ai
[29] selfdriving
[28] iot
[22] innovation
[14] 5g
[14] ml
[13] autonomousvehicles
[13] dl

Top Hashtags in Tweet in G5:
[351] iot
[330] iiot
[322] iotpl
[285] smartcity
[265] intrernetofthings
[261] iotcommunity
[254] tech
[253] 5g
[245] technology
[239] smartthings

Top Hashtags in Tweet in G6:
[22] smartcity
[13] vaccination
[12] covid19
[12] orphan
[12] amrutyojna
[12] dainikhint
[12] news1india
[12] niwantimes
[4] lucknow
[3] sci2022

Top Hashtags in Tweet in G7:
[38] smartcities
[27] smartcity
[15] urbanplanning
[12] innovation
[11] ictsolutions
[8] urbaninnovation
[8] innovationhub
[8] smartcitynow
[7] iot
[7] futurecities

Top Hashtags in Tweet in G8:
[7] smartcities
[6] warangal
[5] smartcity
[5] womenintech
[4] hriday
[4] amrut
[4] govtech
[3] wowwarangal
[3] futuristiccity
[3] historiccity

Top Hashtags in Tweet in G9:
[22] iot
[21] smartcities
[14] smartcity
[6] digitaltransformation
[6] cybersecurity
[6] artificialintelligence
[6] ai
[6] 5g
[5] mobility
[4] machinelearning

Top Hashtags in Tweet in G10:
[48] mumbai
[4] smartcity
[3] powercuts
[2] smartcities
[2] streetsforpeople
[2] walkingstreet
[1] townplanning
[1] smartnews
[1] dadar
[1] tuesdayvibe

Top Words
Top Words in Tweet in Entire Graph:
[1994] #smartcity
[1961] #iot
[1765] #smartcities
[1572] #ai
[1261] enricomolinari
[1139] smart
[1008] #iiot
[720] #5g
[672] city
[656] iot

Top Words in Tweet in G1:
[1338] #ai
[1249] enricomolinari
[1239] #iot
[709] #smartcities
[630] #iiot
[578] #machinelearning
[494] #smartcity
[493] mashable
[442] #analytics
[426] #rstats

Top Words in Tweet in G2:
[157] smartcities_hua
[102] mohua_india
[92] blrsmartcity_md
[78] क
[76] secretary_mohua
[69] र
[68] city
[63] smart
[58] bbmpadmn
[55] scm_karnataka

Top Words in Tweet in G3:
[284] #smartcities
[260] smart
[218] cities
[166] #smartcity
[110] #iot
[82] city
[65] more
[63] join
[50] future
[49] technology

Top Words in Tweet in G4:
[242] #smartcity
[171] #smartcities
[93] smart
[70] city
[41] #ai
[36] cities
[32] more
[29] #selfdriving
[28] #iot
[27] क

Top Words in Tweet in G5:
[352] #iot
[330] #iiot
[322] #iotpl
[285] #smartcity
[264] #intrernetofthings
[261] #iotcommunity
[258] #tech
[253] #5g
[251] iot
[245] #technology

Top Words in Tweet in G6:
[153] क
[85] र
[78] स
[73] ह
[55] न
[54] म
[50] त
[50] य
[43] ब
[42] ल

Top Words in Tweet in G7:
[38] #smartcities
[27] #smartcity
[22] tour
[21] smart
[20] webinar
[18] june
[15] #urbanplanning
[15] more
[15] energy
[13] 15

Top Words in Tweet in G8:
[16] digital
[12] mc_gwmc
[11] need
[10] solution
[9] part
[9] achieve
[9] environmental
[9] transition
[9] technology
[9] provide

Top Words in Tweet in G9:
[73] city
[57] services
[46] smart
[40] antgrasso
[28] configured
[28] different
[28] cognitive
[28] connected
[28] based
[28] size

Top Words in Tweet in G10:
[50] area
[49] beautiful
[48] heart
[48] #mumbai
[48] below
[48] dadar
[48] tt
[48] bridge
[48] play
[48] kids

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[885] #iot,#iiot
[532] #iiot,#iotpl
[402] #rstats,#reactjs
[401] smart,city
[395] #iotpl,#iotcommunity
[379] mashable,enricomolinari
[349] #ai,#iot
[321] #reactjs,#iot
[308] arc,advisory
[308] advisory,group

Top Word Pairs in Tweet in G1:
[549] #iot,#iiot
[399] #rstats,#reactjs
[377] mashable,enricomolinari
[318] #reactjs,#iot
[292] #python,#rstats
[286] arc,advisory
[286] advisory,group
[285] visit,arc
[285] group,first
[285] first,person

Top Word Pairs in Tweet in G2:
[69] mohua_india,smartcities_hua
[55] smartcities_hua,scm_karnataka
[40] smart,city
[40] sclsrinagar,smc_srinagar
[40] smc_srinagar,secretary_mohua
[40] secretary_mohua,smartcities_hua
[40] smartcities_hua,junaid_mattu
[40] junaid_mattu,officeoflgjandk
[39] atharaamirkhan,sclsrinagar
[39] officeoflgjandk,nitishwarkumar

Top Word Pairs in Tweet in G3:
[137] smart,cities
[48] smart,city
[30] #smartcities,#smartcity
[21] #smartcities,#iot
[19] live,session
[19] cities,forum
[18] urban,mobility
[17] forum,june
[17] june,21
[16] #iiotworldday,#smartcities

Top Word Pairs in Tweet in G4:
[41] smart,city
[16] come,#selfdriving
[16] #selfdriving,car
[16] car,behaving
[16] behaving,oddly
[16] oddly,road
[16] road,forbes
[16] forbes,shares
[16] shares,insider
[16] insider,tips

Top Word Pairs in Tweet in G5:
[319] #iiot,#iotpl
[317] #iot,#iiot
[256] #iotpl,#iotcommunity
[239] #tech,#technology
[228] #technology,#5g
[228] #5g,#smartthings
[227] #smartthings,#internetofeverything
[226] #industry40,#smartcity
[225] #internetofeverything,#industry40
[198] #intrernetofthings,#tech

Top Word Pairs in Tweet in G6:
[23] स,एम
[17] क,स
[15] क,र
[12] न,क
[12] myogiadityanath,#covid19
[12] #covid19,#vaccination
[12] #vaccination,#orphan
[12] #orphan,#smartcity
[12] #smartcity,#amrutyojna
[11] क,ल

Top Word Pairs in Tweet in G7:
[13] save,date
[11] date,june
[11] june,21
[11] 21,13
[11] 13,cest
[11] cest,antalya
[11] antalya,study
[11] study,tour
[11] tour,tour
[11] tour,discover

Top Word Pairs in Tweet in G8:
[9] digital,part
[9] part,solution
[9] solution,achieve
[9] achieve,environmental
[9] environmental,transition
[9] transition,need
[9] need,technology
[9] technology,provide
[9] provide,better
[9] better,services

Top Word Pairs in Tweet in G9:
[41] smart,city
[28] city,configured
[28] configured,different
[28] different,cognitive
[28] cognitive,services
[28] services,connected
[28] connected,services
[28] services,based
[28] based,city
[28] city,size

Top Word Pairs in Tweet in G10:
[48] heart,#mumbai
[48] #mumbai,below
[48] below,dadar
[48] dadar,tt
[48] tt,bridge
[48] bridge,beautiful
[48] beautiful,play
[48] play,area
[48] area,kids
[48] kids,fab

Top Replied-To
Top Replied-To in Entire Graph:
@atharaamirkhan
@blrsmartcity_md
@gvmc_official
@nishantyadavias
@comm_moradabad
@mun_huechuraba
@smartcities_hua
@secretary_mohua
@investindia
@pmoindia

Top Replied-To in G1:
@iotcommunity
@sanjaycloud1
@iotslam
@neilcattermull
@betamoroney
@thinkers360
@haroldsinnott
@powertage

Top Replied-To in G2:
@atharaamirkhan
@blrsmartcity_md
@nishantyadavias
@secretary_mohua
@investindia
@smartcities_hua
@random87474671
@smartgwalior
@shanthidhoot
@pmoindia

Top Replied-To in G3:
@vivatech
@globaliqx
@jmalvpal
@vonderleyen
@smrt_singapore
@governing
@smarttaipei
@srobineau
@flacamera
@_smartcity_

Top Replied-To in G5:
@dinisguarda

Top Replied-To in G6:
@comm_moradabad
@aurangabadsmart
@upcmoffice
@jalshaktiup
@chitrajaypee
@ceonoida
@yadav100nu
@smartcities_hua
@cmofficeup
@bjp4up

Top Replied-To in G7:
@unknownorigins9

Top Replied-To in G8:
@aj00813825
@hiwarangal
@gattu_ranjith
@ipranaymadhang
@dugalira

Top Replied-To in G9:
@bymaddyness

Top Replied-To in G10:
@nitinraut_inc
@bycs_org
@cmomaharashtra

Top Mentioned
Top Mentioned in Entire Graph:
@enricomolinari
@mashable
@cioamaro
@analytics_699
@wef
@iotcommunity
@ronald_vanloon
@arc_advisory
@smartcities_hua
@globaliqx

Top Mentioned in G1:
@enricomolinari
@mashable
@analytics_699
@wef
@cioamaro
@arc_advisory
@globaliqx
@ronald_vanloon
@guidaautonoma
@haroldsinnott

Top Mentioned in G2:
@smartcities_hua
@mohua_india
@secretary_mohua
@bbmpadmn
@blrsmartcity_md
@scm_karnataka
@bbmpcomm
@sclsrinagar
@officeoflgjandk
@nitishwarkumar

Top Mentioned in G3:
@iiot_world
@finlandexpo2020
@vivatech
@fia
@_smartcity_
@technative
@metrorailnewsin
@smartcitiesw
@wswmuc
@forumeurope

Top Mentioned in G4:
@adriansysnet
@agriscope
@insane_nkj
@ispintegracion
@frost_sullivan
@margarita150264
@clovityinc
@unipr

Top Mentioned in G5:
@iotcommunity
@cioamaro
@iotslam
@cities_today
@ssoioda
@arc_advisory
@youtube
@ntxia_
@avsgroupag
@tim_official

Top Mentioned in G6:
@myogiadityanath
@upgovt
@cmofficeup
@smartcities_hua
@cleanganganmcg
@mojsdowrrdgr
@noida_authority
@infodeptup
@ceonoida
@myogioffice

Top Mentioned in G7:
@matchupeu
@smartcitynow1
@connectcitieseu
@italtel
@smartcityc
@innovators_city
@ieeesmartcities
@citylab
@eusmartcities
@city_gecko

Top Mentioned in G8:
@mc_gwmc
@michaeltrabbia
@collector_wglu
@telanganacmo
@ktrtrs
@dasyamofficial
@madurirajkumar
@dayakarrao2019
@unesco
@mp_rajyasabha

Top Mentioned in G9:
@antgrasso
@dobermai
@kaiwaehner
@hivemq
@deloitteinsight
@smartcityexpo
@thethingsio
@bintecelmeg_de
@digitaltdaily
@dott_fr

Top Mentioned in G10:
@rishidarda
@cmomaharashtra
@authackeray
@cmdmsedcl
@msedcl
@officialpmrda
@ajitpawarspeaks
@smartcities_hua
@wricitiesindia
@itdpindia

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@marshawright
@paoloigna1
@jurylady5
@cybersec_feeds
@chidambara09
@o2
@robre62
@femtech_
@xaelbot

Top Tweeters in G1:
@sectest9
@marshawright
@chidambara09
@xaelbot
@aaroncuddeback
@evankirstel
@codedailybot
@cybersecurityn8
@lorimoreno
@thedeveloperbot

Top Tweeters in G2:
@httweets
@cnnnews18
@ndtv
@reuters
@newindianxpress
@gahlotshagufta
@aajtak
@prameshjain12
@ani
@nytimes

Top Tweeters in G3:
@timesofindia
@jacobussystems
@cnn
@ricardo_ik_ahau
@newstalkfm
@frank_wrc
@prqosjdyofn1ylj
@smartecocity
@douglaschongys
@iot_technojeder

Top Tweeters in G4:
@diggrich_
@adriansysnet
@infogatecl
@kannadaprabha
@antonboym
@thembarajuili
@jobinindia
@salomonoli
@lucian2drei
@46pakuqp

Top Tweeters in G5:
@cybersec_feeds
@robre62
@sudeepkhatri
@fondalo
@mark45dominic
@metropulseusa
@botcybersec
@ejamshed
@tim_official
@basakaylap

Top Tweeters in G6:
@bstvlive
@live_hindustan
@thehansindiaweb
@amarujalanews
@weuttarpradesh
@niwantimesind
@upgovt
@goldey_3
@toilucknow
@bjp4up

Top Tweeters in G7:
@thescotsman
@forbes
@carter_embrey
@adm_assdemxmi
@wired
@johnsnowmtainer
@citylab
@unhabitatyouth
@archdaily
@energyreferralx

Top Tweeters in G8:
@eenadulivenews
@ntdailyonline
@gulf_news
@hydwatch
@hihyderabad
@hyderabadiiiiii
@manatelanganain
@pvenkatgandhi
@sagar4bjp
@hiwarangal

Top Tweeters in G9:
@thetrainline
@grattonboy
@vladobotsvadze
@cephalopodluke2
@anne_hidalgo
@taizun_tapia
@max_lyashko
@rzeszow
@worldtrendsinfo
@michaeldacosta

Top Tweeters in G10:
@retweetsmumbai
@kumarmanish9
@m_anantkumar
@roadsofmumbai
@raje812
@dev_fadnavis
@pmcpune
@urbanvoicesin
@mybmc
@msedcl