Worldbank (environment OR climate OR warming OR ecological OR planet OR global), Twitter, 11/16/2020 4:13:26 PM, 241575


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Worldbank (environment OR climate OR warming OR ecological OR planet OR global)_2020-11-16_07-32-41.
Worldbank (environment OR climate OR warming OR ecological OR planet OR global)_2020-11-16_07-32-41.
From:
NodeXLExcelAutomator
Uploaded on:
November 16, 2020
Short Description:
Worldbank (environment OR climate OR warming OR ecological OR planet OR global) via NodeXL https://bit.ly/36VqlrJ
@worldbank
@wbg_climate
@movvavkr
@gunterfehlinger
@laurie_garrett
@wbg_energy
@justinsandefur
@worldbankdata
@avigyansingh18
@rafadehoyos

Top hashtags:


Description:
Description
The graph represents a network of 2,467 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, 16 November 2020 at 15:38 UTC.

The requested start date was Monday, 16 November 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 11-day, 16-hour, 15-minute period from Monday, 02 November 2020 at 01:30 UTC to Friday, 13 November 2020 at 17:45 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 : 2467
Unique Edges : 2253
Edges With Duplicates : 4543
Total Edges : 6796
Number of Edge Types : 5
Retweet : 1802
MentionsInRetweet : 2914
Mentions : 1650
Replies to : 120
Tweet : 310
Self-Loops : 328
Reciprocated Vertex Pair Ratio : 0.0189315352697095
Reciprocated Edge Ratio : 0.0371595825909901
Connected Components : 124
Single-Vertex Connected Components : 71
Maximum Vertices in a Connected Component : 2107
Maximum Edges in a Connected Component : 6241
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.269859
Graph Density : 0.000645832367625734
Modularity : 0.441729
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 2,467 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, 16 November 2020 at 15:38 UTC.

The requested start date was Monday, 16 November 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 11-day, 16-hour, 15-minute period from Monday, 02 November 2020 at 01:30 UTC to Friday, 13 November 2020 at 17:45 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:
[17] https://blogs.worldbank.org/voices/tackling-poor-air-quality-lessons-three-cities
[14] https://blogs.worldbank.org/opendata/global-poverty-reduction-slowing-regional-trends-help-understanding-why
[9] https://blogs.worldbank.org/opendata/impact-covid-19-global-poverty-under-worsening-growth-and-inequality
[7] https://mailchi.mp/ece87feb7421/covid5050-panelparity
[7] https://live.worldbank.org/sustainable-recovery-people-and-planet?cid=ECR_TT_worldbank_EN_EXT
[6] https://braveneweurope.com/branko-milanovic-the-history-of-global-inequality-studies
[6] https://www.worldbank.org/en/news/feature/2020/10/22/who-on-earth-can-work-from-home-a-global-comparison-sheds-light-on-the-importance-of-ict-infrastructure
[6] https://blogs.worldbank.org/voices/ready-join-us-world-bank-treasury-launches-unprecedented-global-hiring-campaign
[6] https://www.worldbank.org/en/news/press-release/2020/06/08/covid-19-to-plunge-global-economy-into-worst-recession-since-world-war-ii
[6] https://live.worldbank.org/marine-plastics-east-asia-pacific

Top URLs in Tweet in G1:
[5] http://wrld.bg/NLzR50BH1oo
[5] https://www.ips-journal.eu/regions/global/the-worst-kind-of-index-4763/
[4] https://live.worldbank.org/sustainable-recovery-people-and-planet?cid=ECR_TT_worldbank_EN_EXT
[3] https://www.piie.com/blogs/realtime-economic-issues-watch/revive-world-bank-china-and-united-states-need-work-together
[3] https://www.worldbank.org/en/topic/socialprotectionandjobs/publication/migration-and-development-brief-33?cid=ECR_TT_worldbank_EN_EXT
[3] https://blogs.worldbank.org/opendata/introducing-global-infrastructure-map?deliveryName=DM84546?cid=SHR_BlogSiteShare_EN_EXT
[3] https://www.worldbank.org/en/news/immersive-story/2020/11/09/reversing-setbacks-to-poverty-reduction-requires-nations-to-work-together-for-a-resilient-recovery?cid=fcv_tt_dev4peace_en_ext
[3] https://blogs.worldbank.org/endpovertyinsouthasia/bangladeshs-50-years-journey-climate-resilience?cid=EXT_WBBlogTweetableShare_D_EXT
[3] http://wrld.bg/r61E30qKI8n
[3] https://devpolicy.org/how-accurate-are-the-doing-business-indicators-a-case-study-of-business-environment-reform-in-pacific-island-countries-20201110/

Top URLs in Tweet in G2:
[15] https://blogs.worldbank.org/voices/tackling-poor-air-quality-lessons-three-cities
[6] https://blogs.worldbank.org/climatechange/leading-voices-climate-adaptation-and-resilience-qa-habiba-gitay?cid=ccg_tt_climatechange_en_ext
[5] https://www.worldbank.org/en/news/immersive-story/2020/09/08/5-years-of-climate-leadership-the-world-bank-groups-first-climate-action-plan?cid=ccg_tt_climatechange_en_ext
[5] https://blogs.worldbank.org/endpovertyinsouthasia/bangladeshs-50-years-journey-climate-resilience?CID=WBW_AL_BlogNotification_EN_EXT?cid=SHR_BlogSiteShare_EN_EXT
[4] http://wrld.bg/OMh950CbJar
[4] http://wrld.bg/7kso50C4jNl
[4] https://live.worldbank.org/marine-plastics-east-asia-pacific
[3] https://www.worldbank.org/en/news/immersive-story/2020/09/17/how-to-build-back-better-after-the-covid-19-crisis-a-practical-approach-applied-to-fiji?cid=ccg_tt_climatechange_en_ext
[3] https://blogs.worldbank.org/voices/tackling-poor-air-quality-lessons-three-cities?cid=ccg_tt_climatechange_en_ext
[3] http://wrld.bg/fjtF50CgWre

Top URLs in Tweet in G3:
[12] https://blogs.worldbank.org/opendata/global-poverty-reduction-slowing-regional-trends-help-understanding-why
[4] https://blogs.worldbank.org/opendata/impact-covid-19-global-poverty-under-worsening-growth-and-inequality
[3] https://linkbits.co/LOSTSTOCK
[3] https://linkbits.co/ASAP
[2] https://www.undp.org/content/undp/en/home/blog/2020/how-unlocking-private-investment-can-shape-a-climate-smart-and-s.html
[2] https://live.worldbank.org/marine-plastics-east-asia-pacific
[2] https://www.worldbank.org/en/news/feature/2020/10/22/who-on-earth-can-work-from-home-a-global-comparison-sheds-light-on-the-importance-of-ict-infrastructure
[1] https://blogs.worldbank.org/voices/triple-g-clean-cooking-green-gender-and-good-health
[1] http://wrld.bg/fjtF50CgWre?cid=IFC_TT_IFC_EN_EXT
[1] https://www.ifc.org/wps/wcm/connect/news_ext_content/ifc_external_corporate_site/news+and+events/news/impact-stories/ifc-global-response-covid-19?cid=IFC_TT_IFC_EN_EXT

Top URLs in Tweet in G4:
[7] https://mailchi.mp/ece87feb7421/covid5050-panelparity
[4] http://tcg.uis.unesco.org/survey-education-covid-school-closures/
[3] https://blogs.worldbank.org/health/covid-19-coronavirus-ensuring-fair-global-allocation-vaccines?cid=GFF_TT_theGFF_EN_EXT
[3] http://wrld.bg/XvzM50C58Q8
[3] https://us02web.zoom.us/webinar/register/WN_RSM-9dj5SXafvyIC_JDqLA
[2] http://wrld.bg/IZjt50C0aWJ?cid=job_tt_jobs_en_ext
[2] http://documents.worldbank.org/curated/en/211211468779168446/Confronting-AIDS-public-priorities-in-a-global-epidemic?cid=ITS_TT_Archives_en_EXT_A02302
[2] https://blogs.worldbank.org/opendata/first-ever-un-report-global-stillbirths-reveals-enormous-and-neglected-toll?cid=dec_tt_data_en_ext
[2] http://wrld.bg/aVKF50BZX7F
[1] https://blogs.worldbank.org/health/economic-impact-covid-19-and-health-financing-pacific-time-action-now?cid=GFF_TT_theGFF_EN_EXT

Top URLs in Tweet in G5:
[5] https://blogs.worldbank.org/voices/ready-join-us-world-bank-treasury-launches-unprecedented-global-hiring-campaign
[3] https://www.worldbank.org/en/topic/teachingandlearning/brief/global-education-evidence-advisory-panel
[2] https://live.worldbank.org/smart-buys
[1] https://twitter.com/dropthedebt/status/1327235172291514369
[1] https://blogs.worldbank.org/voices/ready-join-us-world-bank-treasury-launches-unprecedented-global-hiring-campaign?cid=SHR_BlogSiteShare_EN_EXT
[1] https://blogs.worldbank.org/endpovertyinsouthasia/bangladeshs-50-years-journey-climate-resilience
[1] https://www.youtube.com/watch?v=8SflOXOPcP8&list=PLhHMwTfbaJ0TBjWbHLB5Em9_o_XFpiQxh&index=5

[1] https://www.ukfiet.org/2020/cost-effective-approaches-to-improve-global-learning-is-teaching-at-the-right-level-tarl-a-good-buy/
[1] https://blogs.worldbank.org/endpovertyinsouthasia/bangladeshs-50-years-journey-climate-resilience?CID=WBW_AL_BlogNotification_EN_EXT/?cid=EXT_WBBlogTweetableShare_D_EXT
[1] https://ida.worldbank.org/content/climate-change-solutions-poorest-countries

Top URLs in Tweet in G6:
[1] http://documents1.worldbank.org/curated/en/950091599837673013/pdf/Preventing-and-Managing-Conflicts-of-Interest-in-the-Public-Sector-Good-Practices-Guide.pdf

Top URLs in Tweet in G7:
[2] https://blogs.worldbank.org/dev4peace/building-resilient-communities-west-africa-face-climate-security-risks
[2] https://blogs.worldbank.org/voices/staying-focused-one-health-prevent-next-pandemic
[2] https://blogs.worldbank.org/dev4peace/building-resilient-communities-west-africa-face-climate-security-risks?cid=EXT_WBBlogTweetableShare_D_EXT
[1] http://wrld.bg/7kso50C4jNl?cid=sd_tt_socialdevelopment_en_ext+
[1] http://wrld.bg/C07o50C07Zb?cid=sd_tt_socialdevelopment_en_ext+
[1] https://www.worldbank.org/en/news/immersive-story/2020/10/22/the-human-face-of-covid-19-six-things-to-consider-for-an-inclusive-recovery
[1] https://www.worldbank.org/en/topic/disasterriskmanagement/brief/inclusive-resilience-in-south-asia?cid=sd_tt_socialdevelopment_en_ext+
[1] http://wrld.bg/YDzL50C9Gxx
[1] http://wrld.bg/Ya0H50C9Hs9
[1] http://wrld.bg/pxzl50Cailw

Top URLs in Tweet in G8:
[4] https://blogs.worldbank.org/opendata/impact-covid-19-global-poverty-under-worsening-growth-and-inequality
[2] https://www.worldbank.org/en/news/feature/2020/10/22/who-on-earth-can-work-from-home-a-global-comparison-sheds-light-on-the-importance-of-ict-infrastructure
[2] https://www.worldbank.org/en/news/press-release/2020/06/08/covid-19-to-plunge-global-economy-into-worst-recession-since-world-war-ii
[2] https://blogs.worldbank.org/voices/tackling-poor-air-quality-lessons-three-cities?cid=ECR_FB_worldbank_EN_EXT
[2] https://blogs.worldbank.org/opendata/global-poverty-reduction-slowing-regional-trends-help-understanding-why
[2] https://uk.reuters.com/article/us-imf-worldbank-outlook/imf-sees-less-severe-global-contraction-but-trouble-in-emerging-markets-idUKKBN26Y1PZ
[1] https://blogs.worldbank.org/voices/triple-g-clean-cooking-green-gender-and-good-health
[1] https://www.worldbank.org/en/news/immersive-story/2018/01/31/3-big-ideas-to-achieve-sustainable-cities-and-communities?cid=SHR_SiteTweetable_XX_EXT
[1] http://documents1.worldbank.org/curated/en/719211603835247448/pdf/Cost-Effective-Approaches-to-Improve-Global-Learning-What-Does-Recent-Evidence-Tell-Us-Are-Smart-Buys-for-Improving-Learning-in-Low-and-Middle-Income-Countries.pdf
[1] https://www.newagebd.net/article/120377/bangladeshs-remittance-to-grow-to-198b-in-2020-report

Top URLs in Tweet in G9:
[1] https://www.re-course.org/news/finance-in-common-outcomes-lack-in-ambition-on-climate-and-rights/
[1] https://act.350.org/sign/asia-climate-rally-petition/
[1] https://twitter.com/FinanceInCommon/status/1326835786289836033
[1] https://www.e3g.org/matrix/
[1] https://www.divestfactoryfarming.org/
[1] https://t.me/claramellor
[1] https://twitter.com/ericahudson3343/status/1326800491523710976
[1] https://www.change.org/p/world-bank-development-banks-stop-investing-in-industrial-animal-agriculture?recruiter=20347040&utm_source=share_petition&utm_medium=twitter&utm_campaign=psf_combo_share_abi&utm_term=3bc5751879fa4fc28b1dff6f15684800&recruited_by_id=62be00b0-be5d-012f-99d4-40401fa5e37a
[1] https://t.me/forexpersonalguider
[1] https://bestliveforexcomexrecommendationsprovider.wordpress.com/2020/11/04/gbpusd-trades-below-1-30-handle-ahead-of-u-s-presidential-election-outcome-4-november-2020/

Top URLs in Tweet in G10:
[1] https://blogs.worldbank.org/arabvoices/building-forward-better-mena-how-infrastructure-investments-can-create-jobs?cid=mena_tt_mena_en_ext
[1] https://www.worldbank.org/en/news/feature/2020/10/22/who-on-earth-can-work-from-home-a-global-comparison-sheds-light-on-the-importance-of-ict-infrastructure
[1] https://www.worldbank.org/en/news/press-release/2020/10/29/covid-19-remittance-flows-to-shrink-14-by-2021
[1] http://wrld.bg/j8Tk50CfWNw
[1] http://wrld.bg/Wx3P50CaBom
[1] https://amazon.com/author/mastewalademe
[1] https://amalooloo.co.za/wp-content/uploads/2019/11/Amalooloo_ProductGuide_Brochure-_13112019.pdf
[1] https://twitter.com/maggieatlas/status/1323954085477847041

Top Domains
Top Domains in Tweet in Entire Graph:
[461] worldbank.org
[111] wrld.bg
[46] twitter.com
[7] bit.ly
[7] mailchi.mp
[6] braveneweurope.com
[6] linkbits.co
[6] youtube.com
[6] unesco.org
[5] ips-journal.eu

Top Domains in Tweet in G1:
[130] worldbank.org
[10] wrld.bg
[8] twitter.com
[5] ips-journal.eu
[4] youtube.com
[3] piie.com
[3] devpolicy.org
[2] spotify.com
[2] apple.com
[2] cgiar.org

Top Domains in Tweet in G2:
[118] worldbank.org
[69] wrld.bg
[5] twitter.com
[3] thegpsc.org
[1] rb.gy
[1] bit.ly
[1] lnkd.in
[1] list-manage.com
[1] reinvest.in
[1] re-invest.in

Top Domains in Tweet in G3:
[27] worldbank.org
[6] linkbits.co
[2] undp.org
[2] ifc.org
[1] wrld.bg
[1] gtreview.com
[1] imf.org
[1] twitter.com
[1] unctad.org
[1] csod.com

Top Domains in Tweet in G4:
[13] wrld.bg
[11] worldbank.org
[7] mailchi.mp
[5] unesco.org
[5] twitter.com
[3] zoom.us
[1] theguardian.com
[1] wikipedia.org
[1] sciencemag.org
[1] iisd.org

Top Domains in Tweet in G5:
[19] worldbank.org
[2] twitter.com
[1] youtube.com
[1] ukfiet.org

Top Domains in Tweet in G6:
[1] worldbank.org

Top Domains in Tweet in G7:
[10] worldbank.org
[5] wrld.bg
[1] twitter.com
[1] allafrica.com

Top Domains in Tweet in G8:
[37] worldbank.org
[7] twitter.com
[3] google.com
[2] theguardian.com
[2] reuters.com
[1] newagebd.net
[1] consciouslifenews.com
[1] globalfleet.com
[1] facebook.com
[1] wrld.bg

Top Domains in Tweet in G9:
[2] twitter.com
[2] t.me
[1] re-course.org
[1] 350.org
[1] e3g.org
[1] divestfactoryfarming.org
[1] change.org
[1] wordpress.com
[1] ghsamm2020.com

Top Domains in Tweet in G10:
[3] worldbank.org
[2] wrld.bg
[1] amazon.com
[1] co.za
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[333] covid19
[105] climatechange
[96] airpollution
[89] poverty
[68] africa
[52] subsaharan
[46] sdgs
[41] climate
[39] extremepoverty
[37] pandemic



Top Hashtags in Tweet in G1:
[83] covid19
[43] poverty
[36] africa
[29] subsaharan
[27] extremepoverty
[27] environment
[24] climatechange
[19] jobopportunity
[17] sdgs
[13] resilientrecovery

Top Hashtags in Tweet in G2:
[105] covid19
[89] airpollution
[59] climatechange
[27] airquality
[25] clearingtheair
[18] breathelife
[17] poverty
[15] cleancooking
[13] thegpsc
[13] eval

Top Hashtags in Tweet in G3:
[22] invest4climate
[8] india
[7] globalgoals
[6] innovation
[6] sustainable
[6] sdgs
[6] techhealth
[6] solar
[6] boom
[6] solarpower

Top Hashtags in Tweet in G4:
[15] covid19
[13] wha73
[7] covid5050
[5] earth
[5] workfromhome
[4] subsaharan
[3] internet
[3] teleworking
[3] developingcountries
[3] stillbirths

Top Hashtags in Tweet in G5:
[12] covid19
[11] parispeaceforum2020
[8] education
[7] climate
[6] solutionsforpeace
[6] cop22
[6] pollution
[6] solar
[6] wind
[6] energy

Top Hashtags in Tweet in G7:
[34] covid19
[7] climateaction
[6] financeincommon2020
[6] visiblehand4dev
[5] sahel
[5] climatechange
[4] climate
[4] africa
[4] angola
[3] onehealthday

Top Hashtags in Tweet in G8:
[16] worldbank
[4] poverty
[2] bangladesh
[2] unitednations
[2] agenda2030
[2] imf
[2] airpollution
[2] beijing
[2] newdelhi
[2] mexicocity

Top Hashtags in Tweet in G9:
[12] asia4climate
[11] fossilfuel
[11] asiaclimaterally
[11] asia4divestment
[10] financeincommon2020
[5] mdbs
[3] climatechange
[2] ghsaministerial2020
[2] privatesector
[1] climate

Top Hashtags in Tweet in G10:
[5] covid19
[4] mena
[1] internet
[1] inequality
[1] earth
[1] workfromhome
[1] ict
[1] remittances
[1] migration
[1] morocco

Top Words
Top Words in Tweet in Entire Graph:
[1244] worldbank
[889] global
[551] climate
[333] #covid19
[332] people
[280] more
[263] countries
[246] poverty
[227] world
[224] million

Top Words in Tweet in G1:
[508] worldbank
[244] global
[117] climate
[103] million
[89] people
[83] #covid19
[82] more
[80] report
[70] between
[63] extreme

Top Words in Tweet in G2:
[260] worldbank
[211] climate
[201] wbg_climate
[147] people
[138] global
[105] #covid19
[96] more
[89] #airpollution
[87] planet
[84] economic

Top Words in Tweet in G3:
[73] global
[71] worldbank
[38] poverty
[34] ifc_org
[31] world
[30] undp
[26] christophlakner
[25] development
[24] asap
[24] financing

Top Words in Tweet in G4:
[47] global
[45] worldbank
[29] countries
[19] health
[16] income
[16] covid
[16] unicef
[15] 19
[15] #covid19
[15] report

Top Words in Tweet in G5:
[93] worldbank
[59] global
[55] mari_pangestu
[42] climate
[35] environment
[32] between
[31] cooking
[29] gender
[29] health
[28] 19

Top Words in Tweet in G6:
[97] presidí
[97] grupo
[97] anticorrupción
[97] g20
[97] propusimos
[97] hacer
[97] guía
[97] práctica
[97] manejo
[97] conflictos

Top Words in Tweet in G7:
[99] worldbank
[49] global
[36] development
[34] #covid19
[31] davidmalpasswbg
[30] climate
[30] carmenmreinhart
[26] economy
[23] podcast
[23] chief

Top Words in Tweet in G8:
[29] global
[16] #worldbank
[14] world
[14] climate
[14] poverty
[12] ãƒ
[10] million
[9] bank
[7] 19
[7] covid

Top Words in Tweet in G9:
[36] public
[34] worldbank
[26] adb_hq
[25] aiib_official
[25] climate
[22] development
[21] asian
[21] strikers
[20] banks
[19] call

Top Words in Tweet in G10:
[12] global
[12] worldbank
[6] infrastructure
[6] wef
[5] #covid19
[4] #mena
[4] countries
[4] more
[4] world
[4] jrfreeway

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[118] climate,change
[99] extreme,poverty
[97] presidí,grupo
[97] grupo,anticorrupción
[97] anticorrupción,g20
[97] g20,propusimos
[97] propusimos,hacer
[97] hacer,guía
[97] guía,práctica
[97] práctica,manejo

Top Word Pairs in Tweet in G1:
[46] climate,change
[41] global,extreme
[37] extreme,#poverty
[35] #poverty,rate
[34] global,economy
[33] accounting,for#
[33] for#,covid19
[33] covid19,suggests
[33] suggests,global
[33] rate,between

Top Word Pairs in Tweet in G2:
[63] economic,growth
[58] climate,policy
[58] policy,separate
[58] separate,economic
[58] growth,strategy
[58] strategy,hmountford4
[58] hmountford4,worldresources
[55] œyou,canâ
[55] canâ,climate
[51] read,blog

Top Word Pairs in Tweet in G3:
[24] worldbank,ifc_org
[24] global,poverty
[22] #invest4climate,research
[22] research,worldbank
[22] ifc_org,identifies
[22] identifies,ways
[22] ways,unlock
[22] unlock,financing
[22] financing,development
[20] undp,#invest4climate

Top Word Pairs in Tweet in G4:
[15] covid,19
[14] global,health
[13] income,countries
[10] hardwiring,gender
[10] gender,equality
[10] equality,global
[8] health,security
[8] unicef,worldbank
[7] worldbank,unicef
[7] exclusive,hardwiring

Top Word Pairs in Tweet in G5:
[28] worldbank,mari_pangestu
[28] 19,underscores
[28] underscores,linkages
[28] linkages,between
[28] between,cooking
[28] cooking,gender
[28] gender,health
[28] health,environment
[28] environment,climate
[28] climate,see

Top Word Pairs in Tweet in G6:
[97] presidí,grupo
[97] grupo,anticorrupción
[97] anticorrupción,g20
[97] g20,propusimos
[97] propusimos,hacer
[97] hacer,guía
[97] guía,práctica
[97] práctica,manejo
[97] manejo,conflictos
[96] lauritalonso,presidí

Top Word Pairs in Tweet in G7:
[26] global,economy
[23] worldbank,development
[23] development,podcast
[23] podcast,davidmalpasswbg
[23] davidmalpasswbg,chief
[23] chief,economist
[23] economist,carmenmreinhart
[23] carmenmreinhart,discuss
[23] discuss,state
[23] state,global

Top Word Pairs in Tweet in G8:
[9] world,bank
[7] ãƒ,ãƒ
[5] covid,19
[4] extreme,poverty
[3] climate,change
[3] reducing,extreme
[3] poverty,rate
[3] global,poverty
[2] global,population
[2] million,more

Top Word Pairs in Tweet in G9:
[20] worldbank,aiib_official
[20] aiib_official,adb_hq
[20] development,banks
[19] climate,strikers
[19] strikers,call
[19] call,worldbank
[19] adb_hq,public
[16] public,development
[13] stop,using
[13] using,public

Top Word Pairs in Tweet in G10:
[4] klaus,schwap
[3] #covid19,pandemic
[3] pandemic,exposed
[3] exposed,weakness
[3] weakness,infrastructure
[3] infrastructure,#mena
[3] #mena,countries
[3] countries,infrastructure
[3] infrastructure,investments
[3] climate,change

Top Replied-To
Top Replied-To in Entire Graph:
@worldbank
@justinvaisse
@wbg_climate
@gitagopinath
@parispeaceforum
@antonioguterres
@climate
@un
@kenroth
@wef

Top Replied-To in G1:
@worldbank
@climate
@dailynewsegypt
@adnocgroup
@unicefssudan
@andrewmwenda
@worldbanknepal

Top Replied-To in G2:
@wbg_climate
@worldbank
@wbg_environment
@natisilverio1
@worldbankafrica
@hartwigschafer
@wb_asiapacific

Top Replied-To in G3:
@gitagopinath
@antonioguterres
@worldbank
@kremlinrussia_e
@kgeorgieva
@un_news_centre
@vonderleyen
@karolevvladimir
@anupamapande2
@0_0you_know_who

Top Replied-To in G4:
@worldbank
@kenroth
@muhammadpate
@un
@jmoreiradasilva
@patrickgaspard

Top Replied-To in G5:
@justinvaisse
@parispeaceforum
@worldbank
@mari_pangestu

Top Replied-To in G7:
@eib
@worldbank

Top Replied-To in G10:
@un
@wef
@actaccelerator

Top Mentioned
Top Mentioned in Entire Graph:
@worldbank
@wbg_climate
@lauritalonso
@wbg_energy
@worldresources
@mari_pangestu
@hmountford4
@kkemperwb
@ifc_org

Top Mentioned in G1:
@worldbank
@raniaalmashat
@cgiar_data
@piie
@glblctznasean
@rfifoundation
@50x2030
@illicitflows
@contactparis21
@ips_journal

Top Mentioned in G2:
@worldbank
@wbg_climate
@wbg_energy
@worldresources
@hmountford4
@kkemperwb
@wbg_cities
@wbg_environment
@worldbankdata

Top Mentioned in G3:
@worldbank
@ifc_org
@undp
@christophlakner
@imfnews
@nishant_yonzan
@un
@wto
@imflive
@marta_schoch

Top Mentioned in G4:
@worldbank
@un
@unicef
@who
@womeningh
@wbg_health
@drmikeryan
@unesco
@thegff
@wb_research

Top Mentioned in G5:
@worldbank
@mari_pangestu
@brunolemaire
@treasury_wb
@yunus_centre
@nobelprize
@wbg_education
@justinvaisse
@parispeaceforum
@adixon_wb

Top Mentioned in G6:
@lauritalonso

Top Mentioned in G7:
@worldbank
@davidmalpasswbg
@carmenmreinhart
@afd_en
@wbg_agriculture
@financeincommon
@wbg_inclusion
@eib
@gcadaptation
@pvv_gca

Top Mentioned in G8:
@funva_oped
@pick291

Top Mentioned in G9:
@worldbank
@adb_hq
@aiib_official
@climateactionpk
@the_idb
@powershiftnp
@wbg_climate
@ebrd
@soniakdunlop
@gfc123

Top Mentioned in G10:
@worldbank
@wef
@jrfreeway
@worldbankmena
@misiononucol
@theeconomist
@fminoticias
@globalfund
@gatesfoundation
@globalgoalsun

Top Tweeters
Top Tweeters in Entire Graph:
@filafresh
@loupo85
@_redfrog
@aepishere
@femtech_
@john1966olsen
@bofa_help
@analiagoffi
@stockguy61
@ndtv

Top Tweeters in G1:
@filafresh
@_redfrog
@s_total_s2
@edgardogarciasa
@cindycrum
@frances_coppola
@unathi_kwaza
@dudeneyn
@themuslimhippie
@ciangaia

Top Tweeters in G2:
@john1966olsen
@kimvie
@tzdiscovery
@dev_discourse
@olumideidowu
@nomoreslaves
@protectingterra
@cecalli_helper
@michelleking66
@warmongerexpose

Top Tweeters in G3:
@loupo85
@ndtv
@business
@reuters
@ani
@foxnews
@wsj
@saeedbaygi
@ft
@ap

Top Tweeters in G4:
@news24
@cnn
@bbcworld
@mvargasgarro
@hrw
@butterfi_ross
@sdg2030
@ieakwame
@refugees
@un

Top Tweeters in G5:
@aepishere
@lalojimjuarez
@mjoehlerich
@chouchoumpacko
@nordsud6213
@syawal
@bagaluesunab
@brommepamela
@ohemaadufiegh
@lcby

Top Tweeters in G6:
@analiagoffi
@pochirafael
@argentinasoynsb
@anamariaifran
@hernanpalo
@filosogogriego
@nela_godoy
@wpicatto
@krisargentia
@eleny459

Top Tweeters in G7:
@africaupdates
@digitaldecoded1
@adi7anand
@1967anil
@caribintelligen
@of_snp
@juliebabyar
@lisamariecricht
@_ikje1225
@stephanygj

Top Tweeters in G8:
@theinfostride
@niti_bhan
@clime_it
@paulesamson
@sukyspook
@funva_oped
@peaceful1979
@pick291
@bitsmart_io
@drvaa

Top Tweeters in G9:
@bofa_help
@znanjiani
@zenithbank
@ljzglvz
@adb_hq
@ebrd
@usbank
@dbsbank
@the_idb
@deutschebank

Top Tweeters in G10:
@abcnews
@nuadasword
@theeconomist
@smh
@wef
@maggieatlas
@carmen_luaces
@isupportpti
@jeremyfarrar
@davos


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