Worldbank (environment OR climate OR warming OR ecological OR planet OR global), Twitter, 5/23/2022 8:15:38 PM, 276924


FAQ | Problem?

Worldbank (environment OR climate OR warming OR ecological OR planet OR global)_2022-05-23_10-30-01.
Worldbank (environment OR climate OR warming OR ecological OR planet OR global)_2022-05-23_10-30-01.
From:
NodeXLExcelAutomator
Uploaded on:
May 23, 2022
Short Description:
Worldbank (environment OR climate OR warming OR ecological OR planet OR global) via NodeXL https://bit.ly/3LGDZ4e
@worldbank
@wbg_climate
@foxnews
@lfishgirl67
@lepariyo
@indianposten
@davidmalpasswbg
@ccme_com
@gawandeusaid
@worldbankwater

Top hashtags:


Description:
Description
The graph represents a network of 3,338 Twitter users whose tweets in the requested range contained "Worldbank (environment OR climate OR warming OR ecological OR planet OR global)", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 23 May 2022 at 17:33 UTC.

The requested start date was Monday, 23 May 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 13-day, 23-hour, 30-minute period from Monday, 09 May 2022 at 00:30 UTC to Monday, 23 May 2022 at 00:00 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


Overall Graph Metrics
Vertices : 3338
Unique Edges : 3714
Edges With Duplicates : 7351
Total Edges : 11065
Number of Edge Types : 5
Mentions : 2935
Retweet : 2627
MentionsInRetweet : 4843
Tweet : 389
Replies to : 271
Self-Loops : 420
Reciprocated Vertex Pair Ratio : 0.0179253112033195
Reciprocated Edge Ratio : 0.0352193053970324
Connected Components : 153
Single-Vertex Connected Components : 70
Maximum Vertices in a Connected Component : 2983
Maximum Edges in a Connected Component : 10649
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.351869
Graph Density : 0.000550592670411259
Modularity : 0.414995
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 3,338 Twitter users whose tweets in the requested range contained "Worldbank (environment OR climate OR warming OR ecological OR planet OR global)", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 23 May 2022 at 17:33 UTC.

The requested start date was Monday, 23 May 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 13-day, 23-hour, 30-minute period from Monday, 09 May 2022 at 00:30 UTC to Monday, 23 May 2022 at 00:00 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 : Worldbank (environment OR climate OR warming OR ecological OR planet OR global)
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:
[80] https://blogs.worldbank.org/voices/return-global-inflation
[24] https://blogs.worldbank.org/voices/new-global-food-crisis-building?cid=ECR_TT_worldbank_EN_EXT
[23] https://www.worldbank.org/en/events/2022/05/15/innovate-and-mitigate-emerging-solutions-for-climate-resilience-in-south-asia#1
[18] https://www.worldbank.org/en/news/press-release/2022/05/18/world-bank-announces-planned-actions-for-global-food-crisis-response?cid=SHR_SitesShareTT_EN_EXT
[18] https://www.worldbank.org/en/topic/extractiveindustries/publication/2022-global-gas-flaring-tracker-report
[17] https://blogs.worldbank.org/climatechange/close-gap-climate-action-first-close-gender-gap
[16] https://live.worldbank.org/events/quality-early-learning
[13] https://www.worldbank.org/en/news/press-release/2022/05/18/world-bank-announces-planned-actions-for-global-food-crisis-response
[10] https://blogs.worldbank.org/opendata/when-there-enough-data-create-global-statistic
[9] https://blogs.worldbank.org/climatechange/global-ocean-governance-critical-climate-hangs-balance

Top URLs in Tweet in G1:
[18] https://www.worldbank.org/en/events/2022/05/15/innovate-and-mitigate-emerging-solutions-for-climate-resilience-in-south-asia#1
[15] https://www.worldbank.org/en/news/press-release/2022/05/18/world-bank-announces-planned-actions-for-global-food-crisis-response?cid=SHR_SitesShareTT_EN_EXT
[7] https://www.worldbank.org/en/news/press-release/2022/05/18/world-bank-announces-planned-actions-for-global-food-crisis-response
[6] https://live.worldbank.org/sm22/climate?cid=ECR_TT_worldbank_EN_EXT
[5] https://www.worldbank.org/en/topic/extractiveindustries/publication/2022-global-gas-flaring-tracker-report?cid=ECR_TT_worldbank_EN_EXT
[5] https://blogs.worldbank.org/climatechange/close-gap-climate-action-first-close-gender-gap
[5] https://www.worldbank.org/en/topic/extractiveindustries/brief/climate-smart-mining-minerals-for-climate-action
[5] https://blogs.worldbank.org/voices/new-global-food-crisis-building?cid=SHR_BlogSiteShare_EN_EXT
[4] https://blogs.worldbank.org/voices/new-global-food-crisis-building?cid=ECR_TT_worldbank_EN_EXT
[4] https://live.worldbank.org/events/the-way-forward-masood-ahmed?cid=ECR_TT_worldbank_EN_EXT

Top URLs in Tweet in G2:
[20] https://blogs.worldbank.org/voices/new-global-food-crisis-building?cid=ECR_TT_worldbank_EN_EXT
[8] https://live.worldbank.org/events/quality-early-learning
[7] https://www.worldbank.org/en/news/press-release/2022/05/18/world-bank-announces-planned-actions-for-global-food-crisis-response?cid=ECR_TT_worldbank_EN_EXT
[4] https://live.worldbank.org/events/quality-early-learning?cid=SHR_WBLSite_EN_EXT
[3] https://www.worldbank.org/en/news/feature/2022/04/08/afw-in-benin-eco-friendly-honey-production-curbs-deforestation-and-brush-fires?cid=env_tt_environment_en_ext
[3] https://blogs.worldbank.org/climatechange/close-gap-climate-action-first-close-gender-gap?cid=env_tt_environment_en_ext
[3] http://wrld.bg/oixY50Jcqpl
[3] https://www.worldbank.org/en/news/feature/2022/05/12/egypt-creating-jobs-by-improving-the-regulatory-environment-for-investors?cid=mena_tt_mena_en_ext
[3] https://blogs.worldbank.org/climatechange/close-gap-climate-action-first-close-gender-gap
[3] https://blogs.worldbank.org/climatechange/when-poverty-meets-climate-change-critical-challenge-demands-cross-cutting-solutions

Top URLs in Tweet in G3:
[5] https://www.worldbank.org/en/events/2022/05/09/climate-resilient-development-in-africa-responding-to-the-ipcc-report-on-adaptation-to-climate-change
[5] https://blogs.worldbank.org/climatechange/close-gap-climate-action-first-close-gender-gap
[4] https://www.ifc.org/wps/wcm/connect/publications_ext_content/ifc_external_publication_site/publications_listing_page/cpsd-jamaica
[4] https://www.environewsnigeria.com/efforts-to-reduce-global-gas-flaring-stalled-over-10-years-world-bank/
[3] https://www.worldbank.org/en/events/2022/05/09/climate-resilient-development-in-africa-responding-to-the-ipcc-report-on-adaptation-to-climate-change?cid=afw_tt_wbafrica_en_extp
[3] https://openknowledge.worldbank.org/bitstream/handle/10986/2341/638440PUB0Exto00Box0361527B0PUBLIC0.pdf
[3] https://www.investmentmonitor.ai/sectors/lifesciences/fdi-medical-devices-state-of-play
[2] https://www.worldbank.org/en/events/2022/05/09/climate-resilient-development-in-africa-responding-to-the-ipcc-report-on-adaptation-to-climate-change?cid=afw_tt_wbafrica_en_ext
[2] https://live.worldbank.org/events/quality-early-learning?cid=afw_tt_wbafrica_en_ext
[2] https://www.worldbank.org/en/events/2022/05/15/innovate-and-mitigate-emerging-solutions-for-climate-resilience-in-south-asia#1

Top URLs in Tweet in G4:
[8] https://www.worldbank.org/en/news/feature/2022/04/11/on-the-frontlines-of-climate-change-small-island-states-can-lead-in-resilience?cid=ccg_tt_climatechange_en_ext
[6] https://blogs.worldbank.org/climatechange/global-ocean-governance-critical-climate-hangs-balance?cid=ccg_tt_climatechange_en_ext
[6] https://blogs.worldbank.org/climatechange/close-gap-climate-action-first-close-gender-gap?cid=ccg_tt_climatechange_en_ext
[4] https://www.worldbank.org/en/news/feature/2022/05/17/what-you-need-to-know-about-article-6-of-the-paris-agreement?cid=ccg_tt_climatechange_en_ext
[4] https://blogs.worldbank.org/opendata/when-there-enough-data-create-global-statistic
[3] http://wrld.bg/8sQb50IZNPC?cid=eae_tt_energy_en_ext
[3] https://blogs.worldbank.org/climatechange/getting-it-right-development-we-do-not-have-choose-between-people-and-climate?cid=ccg_tt_climatechange_en_ext
[3] https://blogs.worldbank.org/voices/how-can-we-scale-finance-needed-climate-action?cid=ccg_tt_climatechange_en_ext
[3] https://www.worldbank.org/en/news/feature/2022/05/19/what-you-need-to-know-about-nature-based-solutions-to-climate-change?cid=ccg_tt_climatechange_en_ext
[3] https://www.worldbank.org/en/news/press-release/2022/05/15/-20m-climate-adaption-support-for-kiribati-s-outer-islands?cid=eap_tt_asiapacific_en_ext

Top URLs in Tweet in G5:
[4] https://blogs.worldbank.org/voices/return-global-inflation
[1] https://www.whitehouse.gov/live/
[1] https://www.whitehouse.gov/briefing-room/statements-releases/2022/05/12/2nd-global-covid-19-summit-commitments/
[1] https://www.nytimes.com/2022/05/11/opinion/cigarettes-tobacco-black-americans.html?referringSource=articleShare
[1] https://www.worldbank.org/en/news/press-release/2022/05/18/world-bank-announces-planned-actions-for-global-food-crisis-response
[1] https://www.nytimes.com/2022/05/21/business/dealbook/world-economic-forum-davos.html?referringSource=articleShare
[1] http://pvmarquez.com/cop26
[1] https://blogs.worldbank.org/voices/return-global-inflation?fbclid=IwAR3pki2X0XxxL58lHjr5FDExQ27gAe6WIncGJFuuNIy3SDrYnn5S3ji7h20
[1] https://blogs.worldbank.org/voices/return-global-inflation?cid=SHR_BlogSiteShare_EN_EXT
[1] https://www.worldbank.org/en/topic/extractiveindustries/brief/climate-smart-mining-minerals-for-climate-action

Top URLs in Tweet in G6:
[2] https://www.whitehouse.gov/briefing-room/statements-releases/2022/05/12/2nd-global-covid-19-summit-commitments/
[2] https://twitter.com/StateDept/status/1524817781971202050
[1] https://live.worldbank.org/sm22/responding-global-shocks?cid=ECR_TT_worldbank_EN_EXT&cid=hnp_tt_health_en_ext
[1] http://wrld.bg/UmOb50ILYnM?cid=hnp_tt_health_en_ext
[1] https://blogs.worldbank.org/health/gender-equality-health-still-long-way-go?cid=hnp_tt_health_en_ext
[1] https://wh.gov/Live
[1] https://www.state.gov/second-global-covid-19-summit/
[1] https://twitter.com/washingtonpost/status/1527278676538101761
[1] https://twitter.com/IMFNews/status/1508492266633056260
[1] https://go.usa.gov:443/xuHbw

Top URLs in Tweet in G7:
[3] https://us02web.zoom.us/webinar/register/WN_5e_FsBL4TpeuH119UAA7lA
[2] https://www.usaid.gov/news-information/press-releases/apr-28-2022-usaid-announces-plans-invest-50-million-global-child-care
[1] https://www.worldbank.org/en/programs/global-water-security-sanitation-partnership
[1] http://www.worldbank.org/en/topic/water/publication/high-and-dry-climate-change-water-and-the-economy?CID=WAT_TT_Water_EN_EXT
[1] https://blogs.worldbank.org/water/strong-accountability-systems-are-improving-water-services-egypt?CID=WAT_TT_Water_EN_EXT
[1] https://blogs.worldbank.org/climatechange/africa-asia-supporting-fisheries-address-climate-change-impacts
[1] https://blogs.worldbank.org/climatechange/getting-it-right-development-we-do-not-have-choose-between-people-and-climate
[1] https://blogs.worldbank.org/climatechange/climate-migration-deepening-our-solutions
[1] https://www.worldbank.org/en/news/feature/2021/09/13/millions-on-the-move-in-their-own-countries-the-human-face-of-climate-change?cid=ccg_tt_climatechange_en_ext
[1] https://twitter.com/wbg_climate/status/1525091012846264321

Top URLs in Tweet in G8:
[2] https://live.worldbank.org/events/quality-early-learning?cid=SHR_WBLSite_EN_EXT
[1] https://www.worldbank.org/en/topic/education/publication/the-state-of-the-global-education-crisis-a-path-to-recovery?utm_content=buffer84838&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://twitter.com/jpazvd/status/1470559170776776708/photo/1?utm_content=buffer795c9&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.worldbank.org/en/topic/education/publication/the-state-of-the-global-education-crisis-a-path-to-recovery?utm_content=bufferc4e75&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://who.force.com/etdr/s/gs-solicitation/a0p3X00000gJm3sQAC/ca220013
[1] https://www.worldbank.org/en/news/press-release/2022/05/18/world-bank-announces-planned-actions-for-global-food-crisis-response?cid=ECR_TT_worldbank_EN_EXT
[1] https://healthpolicy-watch.news/the-global-health-matters-podcast-season-two-launches-this-week/
[1] https://www.devex.com/news/devex-newswire-russia-s-global-development-pariah-status-103225
[1] https://www.bamradionetwork.com/track/removing-barriers-to-equity-five-lessons-every-school-leader-can-learn-by-listening-to-educators-around-the-globe/
[1] https://www.theguardian.com/global-development/2020/dec/22/sexual-harassment-at-un-on-the-back-burner-says-former-executive

Top URLs in Tweet in G9:
[4] https://blogs.worldbank.org/voices/global-commodity-shock-without-parallel
[3] https://www.worldbank.org/en/news/press-release/2022/05/18/world-bank-announces-planned-actions-for-global-food-crisis-response
[2] https://blogs.worldbank.org/peoplemove/war-pandemic-implications-ukraine-crisis-and-covid-19-global-governance-migration-and
[2] https://blogs.worldbank.org/voices/return-global-inflation
[2] https://live.worldbank.org/events/quality-early-learning?utm_source=dlvr.it&utm_medium=twitter
[2] https://blogs.worldbank.org/es/voices/una-guerra-durante-una-pandemia-consecuencias-de-la-crisis-de-ucrania-y-la-covid-19-en-la
[1] https://twitter.com/WorldBank/status/1523422538818154496
[1] https://www.chron.com/news/article/Pandemic-debt-leads-to-global-reckoning-15859986.php
[1] https://worldbank.scene7.com/s7viewers/html5/VideoViewer.html?asset=worldbankprod/Enabling%20Equitable%20Market%20Access%20-%20without%20the%20questions%20and%20answers-AVS&config=/conf/global/settings/dam/dm/presets/viewer/WB-Player-with-Social-Sharing&serverUrl=https://worldbank.scene7.com/is/image/&contenturl=https://worldbank.scene7.com/is/content/&posterimage=worldbankprod/Enabling%20Equitable%20Market%20Access%20-%20without%20the%20questions%20and%20answers-AVS&videoserverurl=https://worldbank.scene7.com/is/content
[1] https://blogs.worldbank.org/voices/new-global-food-crisis-building?cid=SHR_BlogSiteShare_EN_EXT?cid=SHR_BlogSiteShare_EN_EXT

Top URLs in Tweet in G10:
[1] https://www.theguardian.com/global-development/2022/may/18/learn-lessons-of-rwandan-genocide-and-act-now-to-stop-ethiopian-war-un-urged?CMP=share_btn_tw

Top Domains
Top Domains in Tweet in Entire Graph:
[807] worldbank.org
[67] twitter.com
[53] wrld.bg
[17] bit.ly
[10] zoom.us
[10] theguardian.com
[8] linkedin.com
[6] whitehouse.gov
[6] ifc.org
[6] energymonitor.ai

Top Domains in Tweet in G1:
[204] worldbank.org
[18] twitter.com
[9] wrld.bg
[4] cgiar.org
[4] dropbox.com
[3] innovate4climateconference.com
[3] mvsnoticias.com
[2] zoom.us
[2] proshare.co
[2] yidanprize.org

Top Domains in Tweet in G2:
[134] worldbank.org
[23] wrld.bg
[3] worldbankgroup.org
[2] twitter.com
[2] google.com
[1] admin.ch
[1] bit.ly
[1] theguardian.com

Top Domains in Tweet in G3:
[53] worldbank.org
[15] bit.ly
[8] twitter.com
[5] wrld.bg
[5] environewsnigeria.com
[4] ifc.org
[4] co.ke
[3] investmentmonitor.ai
[2] miga.org
[2] gogla.org

Top Domains in Tweet in G4:
[107] worldbank.org
[10] wrld.bg
[5] cgdev.org
[2] zoom.us
[1] bit.ly
[1] nytimes.com
[1] ifc.org

Top Domains in Tweet in G5:
[8] worldbank.org
[2] whitehouse.gov
[2] nytimes.com
[1] pvmarquez.com
[1] theguardian.com
[1] twitter.com
[1] trib.al

Top Domains in Tweet in G6:
[4] twitter.com
[2] worldbank.org
[2] whitehouse.gov
[1] wrld.bg
[1] wh.gov
[1] state.gov
[1] usa.gov

Top Domains in Tweet in G7:
[11] worldbank.org
[3] twitter.com
[3] zoom.us
[2] usaid.gov
[1] unfccc.int
[1] internationaldevelopmentarena.com
[1] climatelinks.org
[1] drawdown.org
[1] co.ug

Top Domains in Tweet in G8:
[5] worldbank.org
[2] twitter.com
[1] force.com
[1] healthpolicy-watch.news
[1] devex.com
[1] bamradionetwork.com
[1] theguardian.com
[1] fightfoodcrises.net
[1] anh-academy.org

Top Domains in Tweet in G9:
[43] worldbank.org
[9] twitter.com
[2] linkedin.com
[1] chron.com
[1] scene7.com
[1] goodreturns.in
[1] wto.org
[1] iea.org
[1] asiatimes.com
[1] com.my

Top Domains in Tweet in G10:
[1] theguardian.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[128] globalcovidsummit
[93] climatechange
[64] innovate4climate
[63] climateaction
[61] learningpoverty
[52] worldbank
[48] finance4climate
[46] co2
[44] africa
[43] endroutineflaring



Top Hashtags in Tweet in G1:
[51] innovate4climate
[28] onesouthasia
[25] finance4climate
[21] climatechange
[19] climateaction
[15] investinpeople
[14] earlylearning
[14] southasia
[12] co2
[12] climateresilience

Top Hashtags in Tweet in G2:
[48] learningpoverty
[23] globalcovidsummit
[23] earlylearning
[21] co2
[20] solidwaste
[18] earlychildhoodeducation
[14] endroutineflaring
[13] finance4climate
[11] education
[11] egypt

Top Hashtags in Tweet in G3:
[38] climateaction
[22] africa
[18] climatechange
[12] jamaica
[11] climate
[11] china
[9] innovate4climate
[9] specialeconomiczones
[9] planet
[9] climatecollapse

Top Hashtags in Tweet in G4:
[31] foodsystems
[27] climatechange
[20] climatestories_wbg
[13] endroutineflaring
[13] nepal
[10] oceans
[9] cop27
[9] transport
[8] china
[8] africa

Top Hashtags in Tweet in G5:
[9] ugandaisbleeding
[8] who
[8] un
[8] secblinken
[6] globalcovidsummit
[5] india
[5] manufacturing
[5] global
[4] makeinindia
[4] transformingindia

Top Hashtags in Tweet in G6:
[52] globalcovidsummit
[2] resilientfuture
[1] globalstatistics
[1] data
[1] alleyezon
[1] global
[1] usa
[1] germany
[1] covid19
[1] globalexcellenceaward

Top Hashtags in Tweet in G7:
[13] climatechange
[11] biodiversity
[9] data
[5] ocean
[2] denmark
[2] watersecurity
[2] egypt
[2] tomorrow
[2] virtualevent
[2] climate

Top Hashtags in Tweet in G8:
[5] devexnewswire
[5] russia
[2] education
[2] covid19
[2] learningpoverty
[2] foodsystems
[2] foodsecurity
[2] humanitarian
[1] covid
[1] rewiredsummit

Top Hashtags in Tweet in G9:
[24] worldbank
[6] imf
[4] un
[3] srilanka
[2] india
[2] emergingmarkets
[2] ukraine
[2] russia
[2] global
[2] world

Top Hashtags in Tweet in G10:
[39] riseupug
[39] article3ug
[38] kunga
[1] kungauganda

Top Words
Top Words in Tweet in Entire Graph:
[1854] worldbank
[1439] global
[962] climate
[505] food
[406] davidmalpasswbg
[396] countries
[393] world
[378] wbg_climate
[354] join
[302] change

Top Words in Tweet in G1:
[537] worldbank
[306] global
[242] climate
[120] join
[99] food
[87] ukraine
[83] war
[74] crisis
[71] 19
[70] world

Top Words in Tweet in G2:
[634] worldbank
[316] davidmalpasswbg
[305] global
[271] food
[179] countries
[158] help
[130] climate
[116] developing
[108] join
[107] today

Top Words in Tweet in G3:
[193] worldbank
[187] global
[131] climate
[62] food
[50] imfnews
[49] today
[48] countries
[45] action
[41] security
[40] join

Top Words in Tweet in G4:
[301] climate
[286] wbg_climate
[127] worldbank
[108] change
[93] more
[73] action
[62] water
[57] land
[57] already
[55] addressing

Top Words in Tweet in G5:
[40] worldbank
[25] imfnews
[21] global
[14] environment
[10] kagutamuseveni
[10] people
[10] avigyansingh18
[9] human
[9] rights
[9] #ugandaisbleeding

Top Words in Tweet in G6:
[52] #globalcovidsummit
[47] covid
[46] 19
[45] including
[42] potus
[38] spike
[35] second
[35] announced
[35] share
[35] technologies

Top Words in Tweet in G7:
[27] climate
[25] worldbank
[20] global
[18] poverty
[18] risks
[17] thegef
[15] yusuf
[14] human
[13] #climatechange
[13] 26

Top Words in Tweet in G8:
[14] global
[13] worldbank
[11] unicef
[9] health
[8] crisis
[6] learning
[6] report
[6] over
[5] hosted
[5] devex

Top Words in Tweet in G9:
[36] global
[24] #worldbank
[22] world
[16] crisis
[14] bank
[14] climate
[13] billion
[11] food
[9] change
[8] க

Top Words in Tweet in G10:
[69] many
[69] ugandans
[69] die
[69] before
[69] global
[69] actors
[69] challenge
[69] museveni
[69] rest
[59] world

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[233] climate,change
[182] covid,19
[171] developing,countries
[159] war,ukraine
[153] climate,action
[131] global,food
[126] address,food
[120] world,bank
[119] countries,worldbank
[119] learn,more

Top Word Pairs in Tweet in G1:
[78] war,ukraine
[68] covid,19
[51] global,food
[43] global,crises
[40] overlapping,global
[40] climate,finance
[38] climate,change
[37] food,crisis
[34] world,bank
[33] spring,meetings

Top Word Pairs in Tweet in G2:
[114] developing,countries
[90] help,developing
[90] countries,worldbank
[90] worldbank,making
[90] address,food
[88] davidmalpasswbg,today
[57] food,insecurity
[54] global,leaders
[48] making,30
[48] 30,billion

Top Word Pairs in Tweet in G3:
[41] food,security
[28] global,food
[24] treasury,welcomes
[24] welcomes,today
[24] today,action
[24] action,plan
[24] plan,stems
[24] stems,meeting
[24] meeting,convened
[24] convened,april

Top Word Pairs in Tweet in G4:
[99] climate,change
[56] climate,action
[46] learn,more
[45] nature,based
[45] based,solutions
[45] small,island
[42] island,states
[39] cost,effective
[34] sea,level
[34] level,rise

Top Word Pairs in Tweet in G5:
[15] imfnews,worldbank
[9] human,rights
[8] country,described
[8] described,killings
[8] killings,arrests
[8] arrests,torture
[8] torture,kidnaps
[8] kidnaps,disrespect
[8] disrespect,human
[8] rights,leaders

Top Word Pairs in Tweet in G6:
[44] covid,19
[35] potus,second
[35] second,#globalcovidsummit
[35] #globalcovidsummit,announced
[35] announced,share
[35] share,covid
[35] 19,technologies
[35] technologies,including
[35] including,spike
[35] spike,protein

Top Word Pairs in Tweet in G7:
[11] wildlife,trafficking
[11] trafficking,one
[11] one,leading
[11] leading,causes
[11] causes,planet's
[11] planet's,accelerating
[11] accelerating,#biodiversity
[11] #biodiversity,crisis
[11] crisis,global
[10] thegef,wildlife

Top Word Pairs in Tweet in G8:
[8] global,health
[5] today's,#devexnewswire
[5] #devexnewswire,europe's
[5] europe's,global
[5] health,development
[5] development,bodies
[5] bodies,deliberate
[5] deliberate,cutting
[5] cutting,ties
[5] ties,#russia

Top Word Pairs in Tweet in G9:
[13] world,bank
[8] climate,change
[5] global,food
[5] food,crisis
[5] 30,billion
[4] #worldbank,#imf
[4] sri,lanka
[3] index,2021
[3] 2021,sri
[3] investing,quality

Top Word Pairs in Tweet in G10:
[69] many,ugandans
[69] ugandans,die
[69] die,before
[69] before,global
[69] global,actors
[69] actors,challenge
[69] challenge,museveni
[69] museveni,rest
[59] rest,world
[59] world,watch

Top Replied-To
Top Replied-To in Entire Graph:
@worldbank
@wbg_climate
@andersen_inger
@josepborrellf
@senateforeign
@antonioguterres
@amnesty
@gop
@gopleader
@marcorubio

Top Replied-To in G1:
@worldbank
@gcadaptation
@dystopiabreaker
@wbg_inclusion
@alistairmay
@miningindaba
@canalescristina
@stevebfreo
@carloslopezjone
@tonyss07860282

Top Replied-To in G2:
@wbg_climate
@worldbank
@davidmalpasswbg
@sevimli_o
@mari_pangestu
@worldbank_ieg
@bundeskanzler

Top Replied-To in G3:
@andersen_inger
@unfccc
@worldbank
@worldbankafrica
@raniaalmashat
@wbg_climate
@capital_hungry
@wbg_ida
@oecd_centre
@ustreasury

Top Replied-To in G4:
@wbg_climate

Top Replied-To in G5:
@antonioguterres
@tanzaniainsight
@whoukraine
@avigyansingh18
@justincowzynski
@millerjj660
@timhyland1267
@marshablackburn
@reuters
@lhsummers

Top Replied-To in G6:
@drbeileh

Top Replied-To in G7:
@cites

Top Replied-To in G8:
@worldbank
@seekdivinetruth

Top Replied-To in G10:
@josepborrellf
@senateforeign
@amnesty
@europarl_en
@eucopresident
@intlcrimcourt
@frenchembassyug
@un_hrc

Top Mentioned
Top Mentioned in Entire Graph:
@worldbank
@davidmalpasswbg
@wbg_climate
@imfnews
@worldbankwater
@worldbankafrica
@fukuyamafrancis
@hiroyoshikawany
@g7
@sassmikkelsen

Top Mentioned in G1:
@worldbank
@davidmalpasswbg
@cgiarafrica
@wbg_climate
@catherinewong01
@cfruman
@fcdogovuk
@adpcnet
@wbg_transport
@eib

Top Mentioned in G2:
@worldbank
@davidmalpasswbg
@g7
@hiroyoshikawany
@wbg_education
@benlpiper
@bmz_bund
@svenjaschulze68
@barronsonline
@riccardopuliti

Top Mentioned in G3:
@worldbank
@imfnews
@worldbankafrica
@ipcc_ch
@wbg_climate
@ifc_org
@davidmalpasswbg
@ustreasury
@secyellen
@worldbankkenya

Top Mentioned in G4:
@wbg_climate
@worldbank
@worldbankwater
@wbg_energy
@davidmalpasswbg
@cdp
@ieta
@gfdrr
@wbpacificcd
@cgdev

Top Mentioned in G5:
@worldbank
@imfnews
@who
@kagutamuseveni
@vp
@wsj
@ani
@avigyansingh18
@hrw
@wef

Top Mentioned in G6:
@potus
@statedept
@worldbank
@wellcometrust
@powerusaid
@davidmalpasswbg
@wbg_health
@jeremyfarrar
@globalfund
@imfnews

Top Mentioned in G7:
@worldbank
@thegef
@projectdrawdown
@usaid
@spc_cps
@hlcchampions
@wrightyolande
@save_children
@jillcbaum
@gloryoguegbu

Top Mentioned in G8:
@worldbank
@unicef
@devex
@tdrnews
@undp
@unesco
@wfp
@garryaslanyan
@microsoftedu
@fao

Top Mentioned in G9:
@peterstwit77
@mashrafhaidari

Top Mentioned in G10:
@worldbank
@eu_commission
@icc
@eudefenceagency
@senateforeign
@josepborrellf
@amnesty
@shamikei2
@lianaug
@angellanabadda1

Top Tweeters
Top Tweeters in Entire Graph:
@filafresh
@yordimx
@jfsebastian146
@wadakashiho
@thehill
@dancas2
@ndtv
@nilimajumder
@ansisegle
@dev_discourse

Top Tweeters in G1:
@yordimx
@nilimajumder
@mvsnoticias
@jjhuqpwjakk7cpr
@education_24x7
@straits_times
@mumaralid
@smilenewa
@leadershipnga
@lekh27

Top Tweeters in G2:
@wadakashiho
@o_g_log
@paulmick
@olumideidowu
@nomoreslaves
@bar_zie
@ohemaadufiegh
@nigsti_tigray
@zimrirosas
@sakak

Top Tweeters in G3:
@jfsebastian146
@dev_discourse
@hackneywick
@petchary
@johnlundin
@eco1start
@ewestaway
@bbcworld
@luluonti
@yahoofinance

Top Tweeters in G4:
@dancas2
@simplemacsmith
@amazingchevvolt
@laizet2
@dudeneyn
@kaleidoscopet0
@argyllseaglass
@vetrepreneurone
@syawal
@ineeshadvs

Top Tweeters in G5:
@ndtv
@reuters
@business
@aajtak
@mariastsehai
@ani
@cnbc
@nypost
@nytimes
@foxnews

Top Tweeters in G6:
@filafresh
@ansisegle
@artallks
@terryg1979
@maxamaxim
@aajeel_dars
@vickimo08056436
@beth_lizet
@henrynoboaa
@manitoucom

Top Tweeters in G7:
@rodneyclaeys
@andytoronto
@jane__eden
@imagine_garden
@living4earth
@morrigansarcher
@sassiscjo
@rochelimit2772
@mrggibson
@pam1010101010

Top Tweeters in G8:
@thesun
@braincures
@seekdivinetruth
@flora34921110
@newhumanitarian
@pass_blue
@ybrahzemikael1
@ianstuart66
@unicef
@devex

Top Tweeters in G9:
@mtvenglishnews
@ferozwala
@disappoptimism
@deceitindrugs
@thestatesmanltd
@stockexamen
@quakerorts
@sabio28
@mark_coughlan
@alialexali1234

Top Tweeters in G10:
@icc
@julsug6
@aliceugandangal
@lianaug
@eu_commission
@proudhooliganug
@kachosharif
@amnesty
@nabukenyahajar1
@europarl_en