NodeXL Graph Gallery: Interactive Graph


Donate to the Social Media Research Foundation's NodeXL development fund

smartcity OR smartcities_2022-01-13_17-24-59.xlsx (experimental version)
NOTE: This version of the graph is not available with the browser you are using. A more recent version of the browser is required.
Zoom in Zoom out Reset the graph
Go to the graph's main page

From:
NodeXLExcelAutomator
Uploaded on:
January 14, 2022
Short Description:
smartcity OR smartcities via NodeXL https://bit.ly/3A4hJNp
@incontrolsysil
@smartecocity
@smartcities_hua
@mohua_india
@development_rt
@albertoemachado
@omkar_raii
@globaliqx
@khulood_almani
@dicot_tech

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

Description:
Description
The graph represents a network of 4,670 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, 14 January 2022 at 01:42 UTC.

The requested start date was Friday, 14 January 2022 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, 6-hour, 33-minute period from Friday, 07 January 2022 at 20:15 UTC to Thursday, 13 January 2022 at 02:48 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 : 4670
Unique Edges : 6643
Edges With Duplicates : 15982
Total Edges : 22625
Number of Edge Types : 5
Retweet : 5198
MentionsInRetweet : 10161
Mentions : 5523
Tweet : 1318
Replies to : 425
Self-Loops : 1515
Reciprocated Vertex Pair Ratio : 0.0326400924321202
Reciprocated Edge Ratio : 0.0632167832167832
Connected Components : 503
Single-Vertex Connected Components : 238
Maximum Vertices in a Connected Component : 3460
Maximum Edges in a Connected Component : 20824
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.435716
Graph Density : 0.000491877034868922
Modularity : 0.387704
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 4,670 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, 14 January 2022 at 01:42 UTC.

The requested start date was Friday, 14 January 2022 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, 6-hour, 33-minute period from Friday, 07 January 2022 at 20:15 UTC to Thursday, 13 January 2022 at 02:48 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:
[206] https://twinybots.ch/
[94] https://fpf.org/uncategorized/smart-cities/
[44] https://www.information-age.com/building-smart-cities-importance-of-cloud-storage-123498428/
[35] https://itbrief.co.nz/story/ai-tech-poised-to-help-reduce-carbon-emissions-idc-and-baidu-finds
[34] https://www.alarabiya.net/aswaq/special-stories/2022/01/06/%D8%B5%D9%86%D8%A7%D8%B9%D8%A9-%D9%82%D9%8A%D9%85%D8%AA%D9%87%D8%A7-%D9%86%D8%B5%D9%81-%D8%AA%D8%B1%D9%8A%D9%84%D9%8A%D9%88%D9%86-%D8%AF%D9%88%D9%84%D8%A7%D8%B1-%D9%84%D9%85%D8%A7%D8%B0%D8%A7-%D9%8A%D8%AE%D8%B4%D9%89-%D8%A7%D9%84%D9%85%D8%B3%D8%AA%D8%AB%D9%85%D8%B1%D9%88%D9%86-%D9%85%D9%86-%D8%A7%D9%84%D8%AF%D8%AE%D9%88%D9%84-%D9%81%D9%8A%D9%87%D8%A7%D8%9F
[33] https://internetofbusiness.com/the-next-frontier-ai-and-digital-twins-in-smart-cities/
[31] https://www.analyticsinsight.net/how-companies-are-using-artificial-intelligence/
[31] https://www.smart-energy.com/industry-sectors/smart-cities/brunei-and-actility-deploy-lorawan-network-for-smart-city-services/
[29] https://www.udemy.com/course/machine-learning-disease-prediction-and-drug-recommendation/
[28] https://sifted.eu/articles/bolt-raises-628m-superapp/

Top URLs in Tweet in G1:
[52] https://fpf.org/uncategorized/smart-cities/
[35] https://itbrief.co.nz/story/ai-tech-poised-to-help-reduce-carbon-emissions-idc-and-baidu-finds
[34] https://www.alarabiya.net/aswaq/special-stories/2022/01/06/%D8%B5%D9%86%D8%A7%D8%B9%D8%A9-%D9%82%D9%8A%D9%85%D8%AA%D9%87%D8%A7-%D9%86%D8%B5%D9%81-%D8%AA%D8%B1%D9%8A%D9%84%D9%8A%D9%88%D9%86-%D8%AF%D9%88%D9%84%D8%A7%D8%B1-%D9%84%D9%85%D8%A7%D8%B0%D8%A7-%D9%8A%D8%AE%D8%B4%D9%89-%D8%A7%D9%84%D9%85%D8%B3%D8%AA%D8%AB%D9%85%D8%B1%D9%88%D9%86-%D9%85%D9%86-%D8%A7%D9%84%D8%AF%D8%AE%D9%88%D9%84-%D9%81%D9%8A%D9%87%D8%A7%D8%9F
[31] https://www.analyticsinsight.net/how-companies-are-using-artificial-intelligence/
[28] https://www.udemy.com/course/machine-learning-disease-prediction-and-drug-recommendation/
[28] https://internetofbusiness.com/the-next-frontier-ai-and-digital-twins-in-smart-cities/
[24] https://www.gartner.com/en/articles/5-impactful-technologies-from-the-gartner-emerging-technologies-and-trends-impact-radar-for-2022
[24] https://www.architectureanddesign.com.au/features/list/the-attractions-of-smart-homes?utm_content=buffer0cf69&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[22] https://play.google.com/store/apps/details?id=com.suddenly.datafilerecovery.datarecovery&utm_campaign=data.recover.r
[21] https://www.linkedin.com/slink?code=eFbAShGH

Top URLs in Tweet in G2:
[2] https://us02web.zoom.us/webinar/register/WN_89CPOiC6TPmQs1jwUo-XZg?utm_source=mentor&utm_medium=marketing
[2] https://twinybots.ch/
[2] https://actgrants.in/india-clean-air-challenge/
[2] https://twitter.com/SmartCities_HUA/status/1480818621072822273
[2] https://www.facebook.com/watch/?v=1275468526272581&ref=sharing
[2] https://twitter.com/PattandurLake/status/1480381034612944899
[1] https://twitter.com/GVMC_OFFICIAL/status/1479696739472863234
[1] https://twitter.com/GVMC_OFFICIAL/status/1479688672286961668
[1] https://twitter.com/GVMC_OFFICIAL/status/1479690555776847874
[1] https://twitter.com/GVMC_OFFICIAL/status/1480058324145999872

Top URLs in Tweet in G3:
[23] https://twinybots.ch/
[11] https://fpf.org/uncategorized/smart-cities/
[9] http://www.forbes.com/pictures/gllf45ffih/the-20-best-cities-for-m/?utm_source=dlvr.it&utm_medium=twitter
[8] https://www.ecointeligencia.com/2022/01/grenoble-capital-verde-europea-2022/
[7] https://www.constructiondive.com/news/8-construction-projects-to-watch-in-2022/616692/?:%20Smart%20Cities%20Dive:%20Daily%20Dive%2001-08-2022
[7] https://twitter.com/Freakonsight/status/801167191026663424/photo/1
[6] https://www.iotforall.com/how-smart-cities-use-iot?utm_content=buffer99eb3&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[6] https://www.enterprisenetworkingplanet.com/management/trends-future-iot/?utm_content=buffer1b3b4&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[6] https://www.oracle.com/jp/news/announcement/multi-modal-data-platform-oracle-japan-2022-01-11/
[6] https://www.forbes.com/sites/lanceeliot/2021/12/15/human-common-sense-animal-cognition-and-ai-advances-for-autonomous-self-driving-cars/

Top URLs in Tweet in G4:
[144] https://twinybots.ch/
[28] https://fpf.org/uncategorized/smart-cities/
[24] https://www.smart-energy.com/industry-sectors/smart-cities/brunei-and-actility-deploy-lorawan-network-for-smart-city-services/
[21] https://www.information-age.com/building-smart-cities-importance-of-cloud-storage-123498428/
[16] https://www.constructiondive.com/news/8-construction-projects-to-watch-in-2022/616692/?:%20Smart%20Cities%20Dive:%20Daily%20Dive%2001-08-2022
[14] https://www.unlock-bc.com/83369/neom-ksa-smart-city-clarifies-its-not-related-neomcoin/
[14] https://www.smartcitiesdive.com/news/transportation-secretary-pete-buttigieg-praises-smart-city-innovation-at-ce/616886/?:%202022-01-10%20Smart%20Cities%20Dive%20Newsletter%20%5Bissue:39029%5D
[13] https://sifted.eu/articles/bolt-raises-628m-superapp/
[11] https://www.iotforall.com/how-smart-cities-use-iot
[10] https://www.smartcitiesdive.com/news/transportation-secretary-pete-buttigieg-praises-smart-city-innovation-at-ce/616886/

Top URLs in Tweet in G5:
[14] https://twinybots.ch/
[6] https://www.forbes.com/sites/lanceeliot/2021/12/15/human-common-sense-animal-cognition-and-ai-advances-for-autonomous-self-driving-cars/
[3] https://www.unlock-bc.com/83369/neom-ksa-smart-city-clarifies-its-not-related-neomcoin/
[3] https://www.smartcitiesdive.com/news/transportation-secretary-pete-buttigieg-praises-smart-city-innovation-at-ce/616886/?:%202022-01-10%20Smart%20Cities%20Dive%20Newsletter%20%5Bissue:39029%5D
[3] https://hmjvandenbosch.com/?p=7769
[3] https://www.growwleaf.com/successful-electric-vehicle-roadmap-for-india/
[2] https://www.idc.com/misc/insights-podcast-series?tab=government&utm_source=GI+Video+Podcasts&utm_medium=Marketing+Social&utm_campaign=GI+Podcasts+2022
[2] https://www.idc.com/ap/smartcities/resource
[2] https://pages.tuya.com/expo/tuya.expo.whitepaper?_source=07a3f40e7d92421bb082e7153df59220
[2] https://www.iotworlds.com/smart-devices-for-smart-cities-an-overview/

Top URLs in Tweet in G6:
[6] https://www.inc.com/kevin-j-ryan/ces-2022-smart-cities-business-opportunities.html
[5] https://theleanventures.com/weekly-digest-10-awards-challenges-hackathons-incubators-accelerators-mentorship-support-for-impactpreneurs-rolling-deadlinesjanuary-16-31/
[5] https://www.inc.com/kevin-j-ryan/ces-2022-smart-cities-business-opportunities.html?utm_source=dlvr.it&utm_medium=twitter
[4] https://www.jd.com
[4] https://www.teslarati.com/tesla-semi-first-customer-deliveries-date-pepsico/amp/
[3] http://zer01neday.com/2021/
[3] https://electronics360.globalspec.com/article/17626/ces-2022-best-concept-and-self-driving-cars-from-the-show
[3] https://www.wired.com/story/you-own-self-driving-car/
[3] https://www.iol.co.za/motoring/industry-news/heres-why-autonomous-trucks-could-hit-the-mainstream-before-self-driving-cars-6ed577f6-049c-57de-8915-4124fa962cbf
[3] https://docs.google.com/forms/d/1-vESGJNdn_CvQ6-JVaOuHsu-fRLlQRauogME2YrRKyo/edit

Top URLs in Tweet in G7:
[5] https://innovative-trends.de/2021/10/06/smart-city-index-2021-von-bitkom-wie-digital-sind-deutschlands-grossstaedte/?uid=160525214021412020653550466656
[3] https://innovative-trends.de/2021/10/06/smart-city-index-2021-von-bitkom-wie-digital-sind-deutschlands-grossstaedte/?uid=17606523363
[3] https://goodjobs.eu/jobs/projektassistenz-smart-city-city-bits-gmbh?company=city-bits-gmbh
[3] https://www.fbk.eu/it/event/marvel-mvp-info-day/schedule/4e883c730341687ae3ce60ab0681e02d/?utm_content=buffer86a87&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://twitter.com/AstridIhub/status/1480222704527630340
[2] https://lokalklick.eu/2021/12/12/smart-city-projekt-schuelerinnen-und-schueler-leisten-beitrag-zur-intelligenten-stadtentwicklung/
[2] https://www.hi-heute.de/innenstadt-news/news/studierende-pushen-das-digitale-bonn/
[2] https://open.spotify.com/show/4XzjaoLsTb7JZjcTkP4AkL?si=915ImgN7RKiI51HAc34eRg
[2] https://www.moz.de/lokales/bad-belzig/smart-city-_vitale-innenstadt_-bad-belzig-buergerbeteiligung-ist-so-einfach-61974973.html
[2] https://innovative-trends.de/2021/10/06/smart-city-index-2021-von-bitkom-wie-digital-sind-deutschlands-grossstaedte/

Top URLs in Tweet in G8:
[3] https://www.fcc.gov/document/smartroute-systems-limited-partnership
[3] https://positium.com/blog/data-driven-planning-smart-city-solutions-estonia
[1] https://www.bloomberg.com/tosv2.html?vid=&uuid=270de5f0-aa2b-11eb-b01f-3b0a3a5cc8f8&url=L25ld3MvYXJ0aWNsZXMvMjAyMS0wNC0xMC9lbGVjdHJpYy12ZWhpY2xlLXBvd2VyLWFtZXJpY2EtbmVlZHMtdG8tYnVpbGQtZmFzdGVyLWNoYXJnaW5nLXN0YXRpb25z
[1] https://blog.worldsensing.com/smart-cities/smart-city-technologies/
[1] https://www.bloomberg.com/tosv2.html?vid=&uuid=37c0f400-aa2b-11eb-aafa-3bec659d2fc9&url=L25ld3MvbmV3c2xldHRlcnMvMjAyMS0wNC0yNy9tb3JlLWV2cy1hcmUtYmVpbmctZGVzaWduZWQtdG8tcHVzaC1wb3dlci10by10aGUtZWxlY3RyaWNhbC1ncmlk
[1] https://twitter.com/colinmckerrache/status/1480892011519610881
[1] https://www.bloomberg.com/tosv2.html?vid=&uuid=ca03a1a6-741d-11ec-921d-74446768746f&url=L25ld3MvYXJ0aWNsZXMvMjAyMS0xMS0xMS9mdXR1cmUtYnVpbGRpbmdzLWNvdWxkLXR1cm4tY2l0aWVzLWludG8tY2FyYm9uLXNpbmtzP3NybmQ9Y2l0eWxhYg==
[1] https://venturebeat.com/2021/12/30/22-digital-twins-trends-that-will-shape-2022/
[1] https://www.bloomberg.com/tosv2.html?vid=&uuid=616fdba0-bdd0-11eb-99f0-2d649b9a51ef&url=L25ld3MvYXJ0aWNsZXMvMjAyMS0wNS0xOS93aHktY2l0aWVzLXJlc2lzdC1uZXctdHJhbnNwb3J0YXRpb24tdGVjaG5vbG9neT9zcm5kPXByZW1pdW0tZXVyb3Bl
[1] https://www.heise.de/hintergrund/Vom-Fahren-zum-Gefahrenwerden-Gruene-Welle-fuer-Robotaxis-auch-in-Deutschland-6034409.html

Top URLs in Tweet in G10:
[3] http://www.juntadeandalucia.es/presidencia/portavoz/economiayempleo/167779/ConsejeriadeEmpleo/formacion/tecnologia/5G/empleo/trabajo
[2] https://eandt.theiet.org/content/articles/2021/09/how-will-artificial-intelligence-power-the-cities-of-tomorrow/
[2] https://e-learning-teleformacion.blogspot.com/2017/08/lpwa-applications-as-part-of-iot-world.html
[2] https://www.juntadeandalucia.es/presidencia/portavoz/economiayempleo/167779/ConsejeriadeEmpleo/formacion/tecnologia/5G/empleo/trabajo
[1] https://www.fastcompany.com/90707943/my-ai-why-personalized-artificial-intelligence-could-be-the-next-big-thing-in-tech?utm_content=buffer8df66&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.3dnatives.com/en/machine-learning-artificial-intelligence-additive-manufacturing-271220214/?utm_content=buffer05ae9&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.analyticsinsight.net/how-is-artificial-intelligence-revolutionizing-the-society/?utm_content=bufferc040a&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.iotforall.com/how-to-use-edge-orchestrators-to-deploy-artificial-intelligence-at-scale?utm_content=bufferffd38&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.lasserouhiainen.com/2021/03/05/21-artificial-intelligence-examples-and-use-cases/
[1] https://mailchi.mp/44c034f532b2/january-2022-award

Top Domains
Top Domains in Tweet in Entire Graph:
[206] twinybots.ch
[193] twitter.com
[99] google.com
[94] fpf.org
[76] smartcitiesdive.com
[75] linkedin.com
[72] alarabiya.net
[66] iotforall.com
[57] analyticsinsight.net
[51] youtube.com

Top Domains in Tweet in G1:
[83] google.com
[72] alarabiya.net
[52] fpf.org
[52] analyticsinsight.net
[36] co.nz
[32] linkedin.com
[29] insurancejournal.com
[28] udemy.com
[28] internetofbusiness.com
[26] medium.com

Top Domains in Tweet in G2:
[35] twitter.com
[4] facebook.com
[3] zoom.us
[2] jammulinksnews.com
[2] twinybots.ch
[2] actgrants.in
[2] youtube.com
[1] bit.ly
[1] org.in
[1] uniindia.com

Top Domains in Tweet in G3:
[33] smartcitiesworld.net
[31] twitter.com
[23] twinybots.ch
[21] teldat.com
[17] forbes.com
[11] iotforall.com
[11] fpf.org
[11] ecointeligencia.com
[10] ukauthority.com
[9] u-gob.com

Top Domains in Tweet in G4:
[144] twinybots.ch
[37] smartcitiesdive.com
[34] iotforall.com
[28] fpf.org
[24] smart-energy.com
[24] buzzsprout.com
[21] information-age.com
[16] constructiondive.com
[14] unlock-bc.com
[13] medium.com

Top Domains in Tweet in G5:
[31] twitter.com
[25] smartcitieselectronics.com
[16] linkedin.com
[14] twinybots.ch
[7] youtube.com
[6] forbes.com
[5] idc.com
[5] smartcitiesdive.com
[4] smh.re
[3] unlock-bc.com

Top Domains in Tweet in G6:
[11] inc.com
[7] theleanventures.com
[5] youtube.com
[4] jd.com
[4] teslarati.com
[3] zer01neday.com
[3] globalspec.com
[3] wired.com
[3] caranddriver.com
[3] co.za

Top Domains in Tweet in G7:
[10] twitter.com
[10] innovative-trends.de
[3] linkedin.com
[3] goodjobs.eu
[3] fbk.eu
[2] netzpalaver.de
[2] iota-talk.com
[2] trendreport.de
[2] lokalklick.eu
[2] hi-heute.de

Top Domains in Tweet in G8:
[6] twitter.com
[5] bloomberg.com
[3] mckinsey.com
[3] fcc.gov
[3] positium.com
[2] venturebeat.com
[2] porttechnology.org
[1] worldsensing.com
[1] heise.de
[1] statista.com

Top Domains in Tweet in G10:
[6] juntadeandalucia.es
[2] theiet.org
[2] bable-smartcities.eu
[2] blogspot.com
[1] fastcompany.com
[1] 3dnatives.com
[1] analyticsinsight.net
[1] iotforall.com
[1] lasserouhiainen.com
[1] mailchi.mp

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2131] iot
[2128] smartcity
[1890] ai
[1858] smartcities
[852] iiot
[716] 5g
[662] iotpl
[658] machinelearning
[520] tech
[508] bigdata



Top Hashtags in Tweet in G1:
[1528] ai
[1282] iot
[765] smartcities
[625] machinelearning
[611] smartcity
[492] iiot
[461] bigdata
[437] 5g
[381] python
[372] ml

Top Hashtags in Tweet in G2:
[30] swachhsurvekshan2022visakhapatnam
[17] smartcity
[9] ndmc
[6] actgrants
[6] indiacleanairchallenge
[5] covid19
[5] smartcities
[5] lootcity
[5] delhi
[5] tatsatchronicle

Top Hashtags in Tweet in G3:
[496] smartcity
[180] iot
[138] smartcities
[100] ai
[98] iiot
[78] iotpl
[57] iotcommunity
[55] 5g
[41] tech
[33] srinagar

Top Hashtags in Tweet in G4:
[344] smartcity
[339] iot
[328] smartcities
[228] iiot
[224] iotpl
[191] iotcommunity
[127] technology
[124] intrernetofthings
[123] 5g
[118] tech

Top Hashtags in Tweet in G5:
[139] smartcities
[139] smartcity
[33] iot
[13] 5g
[12] ai
[10] innovation
[8] mobility
[8] technology
[8] analytics
[8] edgecomputing

Top Hashtags in Tweet in G6:
[130] smartcities
[101] ai
[69] technology
[65] iot
[45] smartcity
[36] selfdrivingcars
[34] china
[32] 5g
[31] innovation
[22] tech

Top Hashtags in Tweet in G7:
[75] smartcity
[39] news
[26] tanglenauten
[25] smartcities
[24] wochenrückblick
[19] iot
[13] tanglenauts
[12] weeklyreview
[10] cxcfestival
[7] cxcfestival22

Top Hashtags in Tweet in G8:
[27] smartcity
[16] digitaltwin
[12] mobility
[8] smartcities
[7] digitaltransformation
[7] sustainability
[6] electric
[6] iot
[6] ev
[5] climatechange

Top Hashtags in Tweet in G9:
[104] iot
[1] smartcities

Top Hashtags in Tweet in G10:
[31] 5g
[26] ai
[24] artificialintelligence
[20] iot
[20] smartcity
[16] smartcities
[12] internetofthings
[10] cloud
[9] cloudcomputing
[6] capitalsmartcity

Top Words
Top Words in Tweet in Entire Graph:
[2134] #iot
[2129] #smartcity
[1890] #ai
[1858] #smartcities
[1200] smart
[852] #iiot
[837] city
[716] #5g
[664] kred
[662] #iotpl

Top Words in Tweet in G1:
[1528] #ai
[1283] #iot
[765] #smartcities
[630] kred
[625] #machinelearning
[611] #smartcity
[556] khulood_almani
[492] #iiot
[461] #bigdata
[437] #5g

Top Words in Tweet in G2:
[238] क
[177] र
[161] smartcities_hua
[156] mohua_india
[129] ह
[124] vizag_smartcity
[118] gvmc_official
[116] न
[112] स
[109] ल

Top Words in Tweet in G3:
[496] #smartcity
[212] smart
[182] #iot
[138] #smartcities
[111] city
[100] #ai
[98] #iiot
[81] iot
[79] cioamaro
[78] 2022

Top Words in Tweet in G4:
[388] smart
[344] #smartcity
[339] #iot
[328] #smartcities
[246] cities
[228] #iiot
[224] #iotpl
[219] iot
[191] #iotcommunity
[177] city

Top Words in Tweet in G5:
[139] #smartcities
[139] #smartcity
[63] smart
[52] city
[33] #iot
[25] more
[25] cities
[24] द
[23] क
[21] ai

Top Words in Tweet in G6:
[130] #smartcities
[109] smart
[101] #ai
[94] jamesvgingerich
[89] city
[82] world
[73] building
[71] economic
[70] forum
[69] #technology

Top Words in Tweet in G7:
[76] #smartcity
[59] neue
[39] die
[39] #news
[37] iota_talk_
[32] morgen
[31] smart
[29] woche
[28] city
[28] neuen

Top Words in Tweet in G8:
[27] #smartcity
[24] wswmuc
[23] _smartcity_
[21] digital
[18] cities
[16] #digitaltwin
[14] help
[13] future
[12] #mobility
[11] expo2020dubai

Top Words in Tweet in G9:
[104] #iot
[103] increase
[103] adoption
[103] technology
[103] infrastructure
[103] management
[103] city
[103] monitoring
[103] exponential
[103] rise

Top Words in Tweet in G10:
[31] #5g
[30] artificial
[26] #ai
[24] #artificialintelligence
[21] intelligence
[20] #iot
[20] #smartcity
[20] empleojunta
[17] 2022
[17] 200

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[753] #iot,#iiot
[520] #iiot,#iotpl
[505] smart,city
[381] #ai,#iot
[348] #iotpl,#iotcommunity
[344] smart,cities
[332] gave,kred
[332] kred,#influence
[258] #ai,#ml
[255] eli_krumova,gave

Top Word Pairs in Tweet in G1:
[413] #iot,#iiot
[315] gave,kred
[315] kred,#influence
[294] #ai,#iot
[238] eli_krumova,gave
[229] #ai,#ml
[208] #iiot,#iotpl
[196] #machinelearning,#ai
[179] #bigdata,#machinelearning
[177] #rstats,#javascript

Top Word Pairs in Tweet in G2:
[90] coc_gvmc,cdma_municipal
[77] gvmc_official,vizag_smartcity
[75] vizag_smartcity,coc_gvmc
[59] swachhbharat,swachsurvekshan
[51] mohua_india,smartcities_hua
[49] swachhbharatgov,swachhbharat
[41] cdma_municipal,andhrapradeshcm
[34] cdma_municipal,swachhbharatgov
[31] mayorkanpur,cmofficeup
[30] myogiadityanath,commissionerknp

Top Word Pairs in Tweet in G3:
[90] #iot,#iiot
[80] smart,city
[75] #iiot,#iotpl
[57] #iotpl,#iotcommunity
[36] smart,cities
[33] #smartcities,#smartcity
[31] #smartcity,mission
[31] mission,#govt
[31] #govt,release
[31] release,rs

Top Word Pairs in Tweet in G4:
[222] #iiot,#iotpl
[221] #iot,#iiot
[191] #iotpl,#iotcommunity
[191] smart,cities
[128] smart,city
[116] #iotcommunity,#intrernetofthings
[114] #intrernetofthings,#tech
[112] #tech,#technology
[107] #technology,#5g
[107] #5g,#smartthings

Top Word Pairs in Tweet in G5:
[30] smart,city
[13] smart,cities
[12] common,sense
[12] પ,ર
[12] ર,ક
[9] મલ,ટ
[9] ટ,લ
[9] લ,વલ
[9] વલ,પ
[8] #smartcity,#iot

Top Word Pairs in Tweet in G6:
[71] world,economic
[70] economic,forum
[69] smart,city
[64] forum,#smartcities
[63] city,world
[60] japan,building
[60] building,futuristic
[60] futuristic,smart
[60] #smartcities,#technology
[60] #technology,wef

Top Word Pairs in Tweet in G7:
[27] neue,woche
[26] guten,morgen
[26] morgen,#tanglenauten
[26] #tanglenauten,neue
[26] woche,neue
[26] neue,#news
[26] #news,wünschen
[26] wünschen,viel
[26] viel,spaß
[25] iota_talk_,guten

Top Word Pairs in Tweet in G8:
[10] ht,wswmuc
[7] digital,twin
[6] curb,productivity
[6] digital,twins
[5] #digitaltwin,precise
[5] precise,virtual
[5] virtual,model
[5] model,product
[5] product,production
[5] production,assets

Top Word Pairs in Tweet in G9:
[103] increase,adoption
[103] adoption,#iot
[103] #iot,technology
[103] technology,infrastructure
[103] infrastructure,management
[103] management,city
[103] city,monitoring
[103] monitoring,exponential
[103] exponential,rise
[103] rise,urban

Top Word Pairs in Tweet in G10:
[21] artificial,intelligence
[17] 200,andaluces
[12] tecnología,#5g
[11] 2022,01
[10] internet,things
[10] #ai,#artificialintelligence
[10] #iot,#internetofthings
[9] #artificialintelligence,#iot
[9] #5g,#5g
[9] #5g,#cloud

Top Replied-To
Top Replied-To in Entire Graph:
@gvmc_official
@nagarnigamknp
@vizag_smartcity
@blrsmartcity
@smart_bhagalpur
@jammu_smartcity
@ktrtrs
@labordeolivier
@theadityapatro
@hooda_tanvi

Top Replied-To in G1:
@labordeolivier
@theadityapatro
@guidaautonoma
@khulood_almani
@tobiaskintzel
@frronconi
@startup_magnate
@hakomtimeseries
@jeroenbartelse
@newsneus

Top Replied-To in G2:
@gvmc_official
@nagarnigamknp
@vizag_smartcity
@blrsmartcity
@jammu_smartcity
@hooda_tanvi
@hardeepspuri
@tweetndmc
@nisharai_ggc
@ishankarlalwani

Top Replied-To in G3:
@ktrtrs
@extremenetworks
@baicomms
@madurirajkumar
@ministerktr
@ntreal123
@showarangaltrf
@callmechrisma
@unfccc
@mohua_india

Top Replied-To in G4:
@smarttaipei
@dev_guy
@vaibhav87772734
@fibocom_iot
@ocean20182018
@ideas_4_change
@darkpulsetech
@dennismoleary
@twilio
@nagarkoti

Top Replied-To in G5:
@ehfibercity

Top Replied-To in G6:
@aditigargias
@stackedmarketer
@wef
@hephsyyy
@inc

Top Replied-To in G8:
@siemensinfra
@vision_0_tech
@hellenicship
@_mobility_

Top Replied-To in G10:
@smartdublin
@smartcitypk1

Top Mentioned
Top Mentioned in Entire Graph:
@khulood_almani
@cioamaro
@kred
@guidaautonoma
@eli_krumova
@analytics_699
@mvollmer1
@smartcities_hua
@mohua_india
@globaliqx

Top Mentioned in G1:
@khulood_almani
@kred
@eli_krumova
@analytics_699
@guidaautonoma
@mvollmer1
@nicochan33
@shi4tech
@globaliqx
@frronconi

Top Mentioned in G2:
@smartcities_hua
@mohua_india
@vizag_smartcity
@coc_gvmc
@cdma_municipal
@andhrapradeshcm
@swachhbharatgov
@swachhbharat
@swachsurvekshan
@myogiadityanath

Top Mentioned in G3:
@cioamaro
@ktrtrs
@guidaautonoma
@radiochinar
@development_rt
@telanganacmo
@velide_anand
@kishanreddybjp
@mc_gwmc
@richardkimphd

Top Mentioned in G4:
@cioamaro
@iotcommunity
@arc_advisory
@smartcityvwpts
@itroninc
@darkpulsetech
@technative
@smartecocity
@smartcitiesdive
@smartcityc

Top Mentioned in G5:
@dotsoftsa
@nftecocity
@andrewrink1
@iotworlds
@smartcityalig

Top Mentioned in G6:
@jamesvgingerich
@wef
@guidaautonoma
@china4tech
@499
@mychinatrip
@cioamaro
@smartehop
@ajannong
@officialindiaai

Top Mentioned in G7:
@iota_talk_
@oascities
@marvelprojecteu
@mydataorg
@difu_d
@orchestracityeu
@dfki_scll
@inno_trends
@moniquecalisti
@martel_innovate

Top Mentioned in G8:
@wswmuc
@_smartcity_
@expo2020dubai
@siemens
@siemensinfra
@iiot_world
@siemensusa
@eestoniaexpo
@ubuntuone
@linuxfoundation

Top Mentioned in G9:
@omkar_raii

Top Mentioned in G10:
@richardkimphd
@empleojunta
@powerus
@bableconnect
@eraser
@dlrcc
@smartsandyford
@zarmanelite
@globaliqx

Top Tweeters
Top Tweeters in Entire Graph:
@virginmedia
@sectest9
@cybersec_feeds
@paoloigna1
@chidambara09
@piyuanker12
@xaelbot
@robre62
@codedailybot
@javascriptd

Top Tweeters in G1:
@virginmedia
@sectest9
@cybersec_feeds
@paoloigna1
@chidambara09
@xaelbot
@codedailybot
@javascriptd
@thedeveloperbot
@evankirstel

Top Tweeters in G2:
@indianexpress
@encourageaap
@ani
@prameshjain12
@livemint
@uniindianews
@ajay97025111
@pib_india
@bjp4india
@savesabrimala

Top Tweeters in G3:
@eraser
@ml_tweet_bot
@dileguossi
@myloc_tracker
@ricardo_ik_ahau
@retweetspune
@laureldavilacpa
@italiadeidolori
@botjammu
@ivonnesosasanm1

Top Tweeters in G4:
@piyuanker12
@rosenchild
@timesofindia
@womencodersbot
@education_24x7
@pttvonlinenews
@preciso_com
@enriquen
@ernieschell
@amtrak

Top Tweeters in G5:
@presseticker
@ransinghbjp
@emekaokoye
@fekubuster
@rbandeirantes
@ingridvianac
@enderton_justin
@codosho
@naalikeram
@iotworlds

Top Tweeters in G6:
@hautahbuhgee
@gdastory
@humanre41270855
@time
@jamesvgingerich
@spiffygillespie
@inc
@stanleyepstein
@prqosjdyofn1ylj
@maperez324

Top Tweeters in G7:
@micheleangelo13
@opensource_orgs
@siquizas
@citylab
@prnews24_com
@max_lyashko
@bvg_kampagne
@digitaleu
@ingenionews
@oliver_hoess

Top Tweeters in G8:
@wadakashiho
@form_bot
@hertz
@gmail
@yvesmulkers
@traininggrounde
@keremalkin
@lyft
@tomraftery
@hellenicship

Top Tweeters in G9:
@shrikant_stpib
@mrcuteanish
@rramkumar1976
@sidd_raii
@rahulssg
@bhaweshkj
@anuragdubey777
@skv_sanjay
@alok_nayak
@yvaraprasad1

Top Tweeters in G10:
@artificialbra1n
@pequeninwarrior
@toyotaequipment
@2morrowknight
@seviempleo
@andaluciajunta
@lauraorojur
@sdgscolab
@saempleo
@jolaburnett