Worldbank (environment OR climate OR warming OR ecological OR planet OR global), Twitter, 8/17/2020 10:14:35 PM, 232833


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Worldbank (environment OR climate OR warming OR ecological OR planet OR global)_2020-08-17_06-42-35.
Worldbank (environment OR climate OR warming OR ecological OR planet OR global)_2020-08-17_06-42-35.
From:
NodeXLExcelAutomator
Uploaded on:
August 17, 2020
Short Description:
Worldbank (environment OR climate OR warming OR ecological OR planet OR global) via NodeXL https://bit.ly/2Fp10fp
@worldbank
@wbg_climate
@wbg_energy
@diop_wb
@worldbankwater
@wbg_poverty
@avigyansingh18
@izabellula
@wb_asiapacific
@infopointa

Top hashtags:
#covid19

Description:
Description
The graph represents a network of 2,135 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, 17 August 2020 at 13:46 UTC.

The requested start date was Monday, 17 August 2020 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 11-day, 10-hour, 14-minute period from Monday, 03 August 2020 at 02:00 UTC to Friday, 14 August 2020 at 12:15 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 : 2135
Unique Edges : 1921
Edges With Duplicates : 3760
Total Edges : 5681
Number of Edge Types : 5
Retweet : 1502
MentionsInRetweet : 2365
Mentions : 1419
Replies to : 98
Tweet : 297
Self-Loops : 308
Reciprocated Vertex Pair Ratio : 0.0143730886850153
Reciprocated Edge Ratio : 0.0283388604160386
Connected Components : 131
Single-Vertex Connected Components : 68
Maximum Vertices in a Connected Component : 1785
Maximum Edges in a Connected Component : 5269
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.396559
Graph Density : 0.000728036540103466
Modularity : 0.476067
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 2,135 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, 17 August 2020 at 13:46 UTC.

The requested start date was Monday, 17 August 2020 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 11-day, 10-hour, 14-minute period from Monday, 03 August 2020 at 02:00 UTC to Friday, 14 August 2020 at 12:15 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:
[20] https://documents.worldbank.org/en/publication/documents-reports/documentdetail/968161596832092399/green-growth-opportunities-for-the-decarbonization-goal-for-chile-report-on-the-macroeconomic-effects-of-implementing-climate-change-mitigation-policies-in-chile-2020
[18] https://blogs.worldbank.org/opendata/updated-estimates-impact-covid-19-global-poverty
[15] https://www.worldbank.org/en/news/press-release/2020/06/08/covid-19-to-plunge-global-economy-into-worst-recession-since-world-war-ii
[11] https://blogs.worldbank.org/digital-development/keeping-cool-while-mitigating-climate-change?cid=SHR_BlogSiteShare_EN_EXT
[10] https://www.worldbank.org/en/topic/energy/brief/tracking-sdg-7-navigating-global-energy-access-data-in-3d?cid=eae_tt_energy_en_ext
[9] https://www.worldbank.org/en/news/press-release/2020/08/11/the-united-nations-road-safety-fund-and-the-global-road-safety-facility-announce-partnership-to-improve-road-safety-delivery-in-world-bank-funded-projects-in-tanzania?cid=tai_tt_transport_en_ext
[9] https://www.worldbank.org/en/news/feature/2020/06/08/the-global-economic-outlook-during-the-covid-19-pandemic-a-changed-world?cid=SHR_SiteTweetable_XX_EXT
[9] https://www.ncr-iran.org/en/news/how-iran-regime-uses-its-embassies-for-terrorism-remarks-by-tom-ridge-at-free-iran-global-summit/
[9] http://wrld.bg/Yjrp30r1Jy5
[8] https://www.ebrd.com/news/2020/mdbs-climate-finance-in-low-and-middleincome-countries-in-2019-reaches-us-415-billion.html

Top URLs in Tweet in G1:
[11] https://blogs.worldbank.org/digital-development/keeping-cool-while-mitigating-climate-change?cid=SHR_BlogSiteShare_EN_EXT
[8] https://www.worldbank.org/en/news/feature/2020/06/08/the-global-economic-outlook-during-the-covid-19-pandemic-a-changed-world?cid=SHR_SiteTweetable_XX_EXT
[5] https://www.foreignaffairs.com/articles/united-states/2020-08-06/coronavirus-depression-global-economy
[5] https://blogs.worldbank.org/climatechange/leading-voices-climate-adaptation-and-resilience-qa-sofia-bettencourt?CID=CCG_TT_climatechange_EN_EXT?cid=SHR_BlogSiteShare_EN_EXT
[4] http://wrld.bg/LNLl30r0le1
[4] http://wrld.bg/r61E30qKI8n
[3] https://www.worldbank.org/en/news/press-release/2020/07/21/global-gas-flaring-jumps-to-levels-last-seen-in-2009?cid=ECR_TT_worldbank_EN_EXT
[3] https://www.worldbank.org/en/news/immersive-story/2020/08/06/beyond-the-pandemic-harnessing-the-digital-revolution-to-set-food-systems-on-a-better-course?cid=ECR_TT_worldbank_EN_EXT
[3] https://blogs.worldbank.org/voices/youthoncovid19-young-peoples-resilience-boost-we-need-right-now?cid=ECR_TT_worldbank_EN_EXT
[2] https://www.edx.org/course/global-value-chains-wdr-2020?cid=ECR_TT_worldbank_EN_EXT

Top URLs in Tweet in G2:
[7] http://wrld.bg/Yjrp30r1Jy5
[4] https://www.worldbank.org/en/news/immersive-story/2020/08/06/beyond-the-pandemic-harnessing-the-digital-revolution-to-set-food-systems-on-a-better-course?cid=ccg_tt_climatechange_en_ext
[4] http://wrld.bg/eX1N30qYBHW
[3] http://wrld.bg/rePW30qYB52
[3] https://blogs.worldbank.org/climatechange/reflections-shaping-sustainable-recovery?CID=CCG_TT_climatechange_EN_EXT
[3] http://wrld.bg/1gul30r2B1l
[3] http://wrld.bg/E6wa30r2EoR
[3] https://blogs.worldbank.org/eastasiapacific/marine-science-healthy-reefs-and-resilient-communities-21-years-coremap-indonesia?CID=CCG_TT_climatechange_EN_EXT
[2] http://wrld.bg/IpHh30qX3uv
[2] https://www.worldbank.org/en/news/feature/2020/06/15/climate-finance-drives-action-on-the-ground?CID=CCG_TT_climatechange_EN_EXT

Top URLs in Tweet in G3:
[4] https://saveourfuture.world/
[3] https://www.worldbank.org/en/events/2020/08/07/world-water-week-2020
[3] https://blogs.worldbank.org/water/cop24?CID=WAT_TT_Water_EN_EXT
[2] http://www.worldbank.org/en/news/feature/2019/03/21/green-and-gray?CID=WAT_TT_Water_EN_EXT
[2] https://www.worldbank.org/en/topic/energy/brief/tracking-sdg-7-navigating-global-energy-access-data-in-3d?cid=eae_tt_energy_en_ext
[1] https://blogs.worldbank.org/climatechange/leading-voices-climate-adaptation-and-resilience-qa-sofia-bettencourt?CID=CCG_TT_climatechange_EN_EXT/?cid=EXT_WBBlogTweetableShare_D_EXT
[1] https://blogs.worldbank.org/climatechange/building-back-better-after-covid-19-how-social-protection-can-help-countries-prepare?CID=CCG_TT_climatechange_EN_EXT
[1] https://blogs.worldbank.org/sustainablecities/3-ways-beat-heat-european-cities
[1] http://wrld.bg/yofj50AMKZL
[1] https://blogs.worldbank.org/arabvoices/digital-transformation-time-covid-19-case-mena?cid=mena_tt_mena_en_ext

Top URLs in Tweet in G4:
[8] https://www.ebrd.com/news/2020/mdbs-climate-finance-in-low-and-middleincome-countries-in-2019-reaches-us-415-billion.html
[2] https://www.eib.org/en/press/all/2020-220-mdbs-climate-finance-in-low-and-middle-income-countries-reaches-usd415-billion-in-2019?utm_source=twitter&utm_medium=Social&utm_campaign=PressRelease&utm_content=na&cid=Social_twitter_PressRelease_2020-08-06-04_en_na_na_ClimateAction-Environment
[1] http://r.socialstudio.radian6.com/8450341f-9dd8-4dce-a882-4e20f73a5bd3
[1] http://r.socialstudio.radian6.com/5ccd9922-a9e4-4a15-b4e6-7c422d4c725b
[1] https://moderndiplomacy.eu/2020/08/06/mdbs-annual-climate-finance-passes-61-billion/
[1] https://www.isdb.org/pub/reports/2019/2019-joint-mdb-report-on-climate-finance
[1] https://www.theguardian.com/commentisfree/2020/aug/04/economists-letter-carbon-economy-climate-change-rebuild
[1] https://bankinformationcenter.cdn.prismic.io/bankinformationcenter/13afb9ec-4c1b-4c66-b2f4-66711a0e96eb_DPL+Letter+OPCS+Big+Shift+July2020+v2.pdf
[1] https://idbinvest.org/en/news-media/mdbs-climate-finance-low-and-middle-income-countries-2019-reaches-us415-billion
[1] http://r.socialstudio.radian6.com/89f23561-86de-474f-98fb-7c862f661044

Top URLs in Tweet in G5:
[4] https://www.worldbank.org/en/topic/energy/brief/tracking-sdg-7-navigating-global-energy-access-data-in-3d?cid=eae_tt_energy_en_ext
[2] https://www.worldbank.org/en/news/press-release/2020/07/21/global-gas-flaring-jumps-to-levels-last-seen-in-2009?cid=eae_tt_energy_en_ext
[2] https://www.worldbank.org/en/topic/energy/publication/solar-photovoltaic-power-potential-by-country?cid=eae_tt_energy_en_ext
[1] https://www.worldbank.org/en/programs/gasflaringreduction?cid=eae_tt_energy_en_ext#7
[1] https://twitter.com/ftenergy/status/1290121080049250306
[1] https://www.worldbank.org/en/news/feature/2020/06/15/climate-finance-drives-action-on-the-ground?CID=CCG_TT_climatechange_EN_EXT

Top URLs in Tweet in G6:
[6] https://jbs.eu.qualtrics.com/jfe/form/SV_efU4SSIu650nD0x
[6] http://5starinnovation.com/hamburg-g20-leaders-innovations-needed-for-better-home-loan-interest-rate-management/
[2] https://www.jbs.cam.ac.uk/faculty-research/centres/alternative-finance/research/live-research-surveys/
[1] https://bit.ly/3eJfV1a?utm_source=Twitter&utm_medium=social&utm_campaign=SocialSignIn&utm_content=C19+FinTech+Market+Survey
[1] https://jbs.eu.qualtrics.com/jfe/form/SV_ef
[1] https://khusoko.com/2020/08/14/kenyas-small-businesses-badly-affected-by-covid-19-facebook/
[1] https://twitter.com/22_savage22/status/1257272133425573889
[1] https://www.businessinsider.com/pwc-consulting-disruption-telecommuting-future-of-work-trends-2020-8?utmSource=twitter&utmContent=referral&utmTerm=topbar&referrer=twitter
[1] https://www.linkedin.com/slink?code=ei9wcJH
[1] https://ourworldindata.org/grapher/gdp-per-capita-worldbank?tab=chart&country=~OWID_WRL

Top URLs in Tweet in G7:
[3] 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/opendata/updated-estimates-impact-covid-19-global-poverty
[2] https://blogs.worldbank.org/opendata/understanding-depth-2020-global-recession-5-charts?cid=dec_tt_data_en_ext
[2] https://blogs.worldbank.org/ar/opendata/updated-estimates-impact-covid-19-global-poverty
[2] http://www.worldbank.org/en/news/feature/2015/03/18/5-ways-reduce-drivers-climate-change?cid=CCG_TTccgEN_D_EXT
[1] https://twitter.com/WorldBank/status/1290226247486717952
[1] https://www.reuters.com/article/us-worldbank-outlook/world-bank-says-coronavirus-to-shrink-2020-global-output-by-5-2-idUSKBN23F21E?utm_campaign=SBC%20RISE%20launch&utm_content=135919268&utm_medium=social&utm_source=twitter&hss_channel=tw-1277900943753990145
[1] https://www.edx.org/course/global-value-chains-wdr-2020?cid=ECR_TT_worldbank_EN_EXT
[1] http://pubdocs.worldbank.org/en/538491588787962322/Global-Economic-Prospects-June-2020-Analysis-LAC.pdf
[1] https://www.worldbank.org/en/news/press-release/2020/07/29/chinas-recovery-strategy-should-focus-on-inclusive-and-sustainable-growth-world-bank-report

Top URLs in Tweet in G8:
[1] https://www.weforum.org/agenda/2020/06/coronavirus-covid19-economic-recession-global-compared/
[1] https://twitter.com/PCarterClimate/status/1292963292596457473
[1] https://www.bbc.co.uk/news/world-middle-east-53710556
[1] https://trib.al/HSAT2tc
[1] https://twitter.com/wef/status/950583164350672897
[1] https://blogs.worldbank.org/opendata/understanding-depth-2020-global-recession-5-charts
[1] https://www.bbc.com/news/business-53574953
[1] https://www.nytimes.com/2020/06/08/business/economy/us-economy-recession-2020.html
[1] https://www.worldbank.org/en/news/press-release/2020/06/08/covid-19-to-plunge-global-economy-into-worst-recession-since-world-war-ii
[1] https://www.cnn.com/2020/07/23/business/coronavirus-economy-recovery/index.html

Top URLs in Tweet in G9:
[2] https://www.worldbank.org/en/topic/energy/publication/solar-photovoltaic-power-potential-by-country?cid=eae_tt_energy_en_ext
[1] https://twitter.com/GOGLAssociation/status/1292846225541169153
[1] http://wrld.bg/N04c50ADXEr
[1] https://olc.worldbank.org/content/innovative-business-models-expanding-fiber-optic-networks-and-closing-access-gaps-self-paced?cid=TAI_TT_ICT_EN_EXT
[1] https://blogs.worldbank.org/voices/youthoncovid19-young-peoples-resilience-boost-we-need-right-now?cid=ECR_TT_worldbank_EN_EXT
[1] https://medium.com/@edking_I/developing-country-climate-plans-deserve-our-respect-3d253290d739
[1] http://wrld.bg/OZzp50AL1lB?cid=afr_tt_nigeria_en_ext
[1] http://wrld.bg/l7jb50AJKLo?cid=afr_tt_nigeria_en_ext
[1] http://wrld.bg/lvPT50ASSjW?cid=afr_tt_nigeria_en_ext

Top URLs in Tweet in G10:
[4] https://blogs.worldbank.org/nasikiliza/investing-blue-economy-kenyas-coastal-communities
[3] https://blogs.worldbank.org/climatechange/we-cant-save-forests-without-private-sector
[3] https://www.cgiar.org/news-events/news/investments-in-agricultural-development-quantifying-the-socio-political-and-climate-change-risks
[3] https://www.worldbank.org/en/events/2020/07/29/global-value-chains-in-the-time-of-covid19-coronavirus-experience-of-ethiopia-and-vietnam?cid=eap_tt_asiapacific_en_ext
[2] http://wrld.bg/Yjrp30r1Jy5
[2] https://www.worldbank.org/en/programs/gasflaringreduction?cid=env_tt_environment_en_ext#7
[2] http://wrld.bg/Kj1r50AykP2
[2] https://twitter.com/WorldBank/status/1290452825332494336
[2] https://www.edx.org/course/global-value-chains-wdr-2020
[2] https://www.worldbank.org/en/topic/energy/publication/solar-photovoltaic-power-potential-by-country?cid=eap_tt_asiapacific_en_ext

Top Domains
Top Domains in Tweet in Entire Graph:
[406] worldbank.org
[90] wrld.bg
[42] twitter.com
[11] youtube.com
[10] linkedin.com
[10] foreignaffairs.com
[9] ebrd.com
[9] ncr-iran.org
[7] qualtrics.com
[7] edx.org

Top Domains in Tweet in G1:
[100] worldbank.org
[11] wrld.bg
[9] foreignaffairs.com
[6] twitter.com
[4] pipit.global
[3] youtube.com
[3] co.uk
[2] edx.org
[2] wto.org
[1] planet.com

Top Domains in Tweet in G2:
[37] wrld.bg
[29] worldbank.org
[1] apple.com
[1] spotify.com
[1] gov.ua

Top Domains in Tweet in G3:
[16] worldbank.org
[4] saveourfuture.world
[3] twitter.com
[1] wrld.bg
[1] thinkabitlab.com
[1] medium.com

Top Domains in Tweet in G4:
[8] ebrd.com
[5] radian6.com
[2] eib.org
[2] energylivenews.com
[1] moderndiplomacy.eu
[1] isdb.org
[1] theguardian.com
[1] prismic.io
[1] idbinvest.org
[1] futurenetzero.com

Top Domains in Tweet in G5:
[10] worldbank.org
[1] twitter.com

Top Domains in Tweet in G6:
[7] qualtrics.com
[6] 5starinnovation.com
[2] ac.uk
[1] bit.ly
[1] khusoko.com
[1] twitter.com
[1] businessinsider.com
[1] linkedin.com
[1] ourworldindata.org
[1] tempo.co

Top Domains in Tweet in G7:
[44] worldbank.org
[9] twitter.com
[4] linkedin.com
[2] reuters.com
[1] edx.org
[1] nytimes.com
[1] vantagenetworkafrica.org
[1] fightingmonarch.com
[1] cgiar.org
[1] cosmosmagazine.com

Top Domains in Tweet in G8:
[3] twitter.com
[2] worldbank.org
[1] weforum.org
[1] co.uk
[1] trib.al
[1] bbc.com
[1] nytimes.com
[1] cnn.com
[1] cnet.com
[1] npr.org

Top Domains in Tweet in G9:
[4] wrld.bg
[4] worldbank.org
[1] twitter.com
[1] medium.com

Top Domains in Tweet in G10:
[33] worldbank.org
[20] wrld.bg
[3] edx.org
[3] cgiar.org
[2] youtube.com
[2] twitter.com
[1] spotify.com
[1] apple.com
[1] ow.ly
[1] energy-utilities.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[403] covid19
[68] socialprotection
[63] gvcs
[62] climatefinance
[59] trade
[50] solar
[45] solarenergy
[42] climatechange
[37] worldbank
[32] dyk



Top Hashtags in Tweet in G1:
[179] covid19
[45] trade
[40] gvcs
[24] socialprotection
[17] gasflaring
[17] coronavirus
[17] foodsystem
[15] india
[14] hunger
[10] youthoncovid19

Top Hashtags in Tweet in G2:
[37] solar
[34] covid19
[16] climateactionwbg
[13] dyk
[12] sustainablerecovery
[10] climatefinance
[9] tajikistan
[9] kyrgyzrepublic
[8] sã£otomã©
[7] climateadaptation

Top Hashtags in Tweet in G3:
[30] covid19
[5] internationalyouthday
[3] wwweek
[3] climateiswater
[3] mena
[3] world
[2] greenandgray
[2] savethebisrivalley
[2] أنقذوا_مرج_بسري
[2] dyk

Top Hashtags in Tweet in G4:
[52] climatefinance
[16] climate
[12] mdbs
[11] didyouknow
[4] ebrdgreen
[2] covid19
[2] energyefficient
[1] climateaction
[1] solar
[1] socialprotection

Top Hashtags in Tweet in G5:
[12] sdg7
[4] gasflaring
[4] covid19
[4] solar
[3] trackingsdg7
[3] zambia
[1] sustainablerecovery
[1] climateactionwbg
[1] tajikistan
[1] kyrgyzrepublic

Top Hashtags in Tweet in G6:
[27] fintech
[15] covid19
[5] mortgagestress
[4] regtech
[3] ccaffintechsurvey
[2] regulatory
[1] makeanimpact
[1] xrp
[1] worldbank
[1] wef

Top Hashtags in Tweet in G7:
[9] worldbank
[4] covid19
[4] climatechange
[2] who
[2] actonclimate
[1] bangladesh
[1] coronaviruspandemic
[1] coronavirusoutbreak
[1] redundancy
[1] gvcs

Top Hashtags in Tweet in G8:
[5] india
[5] global
[3] manufacturing
[3] makeinindia
[3] transformingindia
[2] petersutherland
[2] leader
[2] 2025蘇點世
[2] True
[1] fdi

Top Hashtags in Tweet in G9:
[43] solarenergy
[4] solar
[4] youthday
[3] icymi
[3] offgrid
[3] gasflaring
[3] nigeria
[2] co2
[2] endenergypoverty
[2] resilientrecovery

Top Hashtags in Tweet in G10:
[34] covid19
[15] gvcs
[9] trade
[6] wildlife
[6] globalwildlifeprogram
[6] data
[5] india
[5] climateactionwbg
[5] youth
[4] forests

Top Words
Top Words in Tweet in Entire Graph:
[951] global
[921] worldbank
[494] countries
[402] #covid19
[300] climate
[233] food
[190] energy
[173] wbg_climate
[171] world
[167] 20

Top Words in Tweet in G1:
[525] worldbank
[302] global
[179] #covid19
[126] food
[85] value
[85] chains
[71] forecasts
[68] economy
[58] people
[57] countries

Top Words in Tweet in G2:
[128] wbg_climate
[77] climate
[69] countries
[51] global
[41] worldbank
[37] #solar
[36] food
[35] energy
[34] #covid19
[32] sofia

Top Words in Tweet in G3:
[72] water
[48] worldbankwater
[42] worldbank
[35] global
[30] climate
[30] #covid19
[29] change
[27] people
[22] join
[22] countries

Top Words in Tweet in G4:
[94] ebrd
[86] afdb_group
[84] eib
[83] adb_hq
[79] worldbank
[73] isdb_group
[69] the_idb
[57] bidinvest
[51] #climatefinance
[49] 2019

Top Words in Tweet in G5:
[146] countries
[105] wbg_energy
[102] global
[93] energy
[73] potential
[72] solar
[71] 20
[71] population
[71] live
[71] 70

Top Words in Tweet in G6:
[58] global
[43] worldbank
[42] wef
[37] survey
[30] rapid
[30] assessment
[27] #fintech
[26] cambridgealtfin
[20] covid
[20] 19

Top Words in Tweet in G7:
[30] global
[11] climate
[11] more
[11] world
[9] #worldbank
[9] covid
[8] bank
[8] 19
[7] million
[7] poverty

Top Words in Tweet in G8:
[7] worldbank
[6] realdonaldtrump
[5] #india
[5] #global
[3] world
[3] global
[3] imfnews
[3] avigyansingh18
[3] endeavors
[3] creating

Top Words in Tweet in G9:
[102] countries
[55] global
[46] population
[45] 20
[45] live
[45] 70
[45] excellent
[45] conditions
[45] high
[44] potential

Top Words in Tweet in G10:
[48] global
[34] #covid19
[29] countries
[22] more
[22] food
[22] worldbank
[17] read
[16] climate
[16] wbg_environment
[15] #gvcs

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[156] global,population
[147] 20,global
[143] 70,countries
[143] countries,excellent
[143] excellent,conditions
[143] high,potential
[141] population,live
[141] live,70
[141] potential,countries
[113] global,value

Top Word Pairs in Tweet in G1:
[85] global,value
[85] value,chains
[53] worldbank,#covid19
[45] delivery,systems
[42] food,system
[40] chains,#gvcs
[40] #covid19,exposed
[40] exposed,weaknesses
[40] weaknesses,global
[40] global,food

Top Word Pairs in Tweet in G2:
[32] sofia,bettencourt
[32] #solar,energy
[26] global,population
[25] climate,change
[23] long,term
[20] meet,sofia
[20] bettencourt,pioneer
[20] pioneer,climate
[20] climate,adaptation
[20] adaptation,resilience

Top Word Pairs in Tweet in G3:
[19] worldbankwater,climate
[14] climate,change
[14] people,extreme
[14] extreme,poverty
[13] #covid19,push
[13] push,71
[13] 71,100
[13] 100,million
[13] million,people
[13] poverty,2020

Top Word Pairs in Tweet in G4:
[70] afdb_group,adb_hq
[65] adb_hq,ebrd
[60] ebrd,eib
[55] worldbank,isdb_group
[53] eib,the_idb
[49] bidinvest,worldbank
[48] the_idb,bidinvest
[29] joint,report
[25] report,afdb_group
[21] 61,billion

Top Word Pairs in Tweet in G5:
[72] solar,energy
[71] 20,global
[71] global,population
[71] population,live
[71] live,70
[71] 70,countries
[71] countries,excellent
[71] excellent,conditions
[71] energy,high
[71] high,potential

Top Word Pairs in Tweet in G6:
[30] rapid,assessment
[29] assessment,survey
[28] worldbank,wef
[21] cambridgealtfin,worldbank
[20] covid,19
[18] global,covid
[17] participate,global
[17] 19,rapid
[13] global,#covid19
[12] wef,help

Top Word Pairs in Tweet in G7:
[8] covid,19
[7] world,bank
[5] climate,change
[3] global,health
[3] global,economy
[3] global,pandemic
[2] infectious,diseases
[2] spent,couple
[2] couple,minutes
[2] minutes,addressing

Top Word Pairs in Tweet in G8:
[3] #india,endeavors
[3] endeavors,creating
[3] creating,massive
[3] massive,#manufacturing
[3] #manufacturing,hub
[3] hub,urges
[3] urges,#global
[3] #global,planemakers
[3] planemakers,'#makeinindia'
[3] '#makeinindia',#transformingindia

Top Word Pairs in Tweet in G9:
[46] global,population
[45] 20,global
[45] population,live
[45] live,70
[45] 70,countries
[45] countries,excellent
[45] excellent,conditions
[44] high,potential
[44] potential,countries
[43] conditions,#solarenergy

Top Word Pairs in Tweet in G10:
[15] global,value
[14] value,chains
[11] climate,change
[9] chains,#gvcs
[9] worldbank,#covid19
[8] covid,19
[8] response,global
[8] global,challenge
[8] challenge,climate
[8] energy,technology

Top Replied-To
Top Replied-To in Entire Graph:
@worldbank
@wbg_climate
@fundacionlaudet
@miriam___xoxo
@worldbankindia
@realdonaldtrump
@saymama1
@trevormundel
@wise_tweets
@un

Top Replied-To in G1:
@worldbankindia
@worldbank
@wbpakistancd
@isnt_it_red
@ottenbergeve
@wbg_gov
@asmararahat

Top Replied-To in G2:
@wbg_climate
@miriam___xoxo
@richard_m_dfid

Top Replied-To in G3:
@wise_tweets
@un
@rbi

Top Replied-To in G4:
@murray_birt
@afdb_group

Top Replied-To in G6:
@ganafmargi
@nikmilanovic
@fccupdates
@hussaindar14
@ipbes

Top Replied-To in G8:
@realdonaldtrump
@blackrock
@sensibleameric3
@oldfanatic
@justintrudeau

Top Replied-To in G10:
@worldbank
@ieabirol
@aj_worldbank

Top Mentioned
Top Mentioned in Entire Graph:
@worldbank
@wbg_climate
@wbg_energy
@adb_hq
@afdb_group
@eib
@ebrd
@the_idb
@isdb_group
@bidinvest

Top Mentioned in G1:
@worldbank
@carmenmreinhart
@foreignaffairs
@martinwolf_
@ceylap_wbg
@worldbankindia
@axelvt_wb
@wbg_climate
@dfid_uk
@mrdanhg

Top Mentioned in G2:
@wbg_climate
@worldbank
@ifc_org
@wbg_socialdev
@leadership2x
@anambranewmap
@williemobiano
@newmap_nigeria
@fmenvng
@hmenvng

Top Mentioned in G3:
@worldbankwater
@worldbank
@un
@2030wrg
@wbcs
@sabesp
@the_idb
@savefuturenow
@wbg_climate
@who

Top Mentioned in G4:
@afdb_group
@ebrd
@eib
@adb_hq
@worldbank
@the_idb
@isdb_group
@bidinvest
@aiib_official
@jammhaw

Top Mentioned in G5:
@wbg_energy
@wbg_climate
@diop_wb
@connect4climate
@worldbank

Top Mentioned in G6:
@worldbank
@wef
@cambridgealtfin
@imfnews
@fintechcircle
@oecd
@the_lhoft
@lagarde
@m_brisso

Top Mentioned in G7:
@governoroshak
@itsover16274589
@1daysooner

Top Mentioned in G8:
@worldbank
@realdonaldtrump
@imfnews
@avigyansingh18
@ecb
@wef
@pmoindia
@nitiaayog
@deutschebank
@deutscheboerse

Top Mentioned in G9:
@diop_wb
@edking_i
@worldbank
@goglassociation
@wbg_energy
@powerafricaus
@isolaralliance
@africamediahub
@wbg_ppp
@actopportunity

Top Mentioned in G10:
@worldbank
@wbg_environment
@wb_asiapacific
@cgiar
@wbg_climate
@_anabelg
@thegef
@connect4climate
@icraf
@biovintciat_eng

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@baarahk
@ndtv
@businessinsider
@business
@sherbah46958042
@taieb_bot
@theofficialsbi
@humbertozamorar
@bwolmers

Top Tweeters in G1:
@baarahk
@humbertozamorar
@tzdiscovery
@markburgerenerg
@olumideidowu
@geanalyst
@coronaupdatebot
@olaahmeddayo
@themuslimhippie
@konstantinabel3

Top Tweeters in G2:
@petchary
@dev_discourse
@aibexint
@newsanceandgg
@viralvideovlogs
@weecass1888
@alaanuloluwa_
@germinans
@revolp
@biobaby19

Top Tweeters in G3:
@theofficialsbi
@ana_captures
@macharoesink
@benjiseitlhamo
@sergioantillano
@ilona84010600
@emweeklyrpt
@yalcin1940
@unionwill
@digitaltransf11

Top Tweeters in G4:
@milanowekpet
@adb_hq
@energylivenews
@ebrd
@sindicatum
@el_bid
@goceantrust
@sdinpraxis
@adoukas
@dsolano52

Top Tweeters in G5:
@ialmutaz
@_africa24
@silvesternyamon
@rovanzon
@worldforworld
@worldenergytrad
@avi_jacobson
@chiagozie_great
@alankmacleod
@moraedd_

Top Tweeters in G6:
@businessinsider
@annbank41695841
@wef
@clarkemicah
@google
@etooo254
@ronnie_rusli
@crowdfundinside
@innovationatoz
@lewinni

Top Tweeters in G7:
@shehzadyounis
@steltenpower
@tfx47
@equalearth
@clime_it
@kenken52jp
@annsk1
@mcpli
@global_policy
@traibal_news

Top Tweeters in G8:
@ndtv
@business
@aajtak
@ani
@foxnews
@rt_com
@zeenews
@guardiannews
@faznet
@xhnews

Top Tweeters in G9:
@euphoriceuler
@syawal
@candidh
@rufinocasal
@ingeniouschi
@karelh
@avinash3438
@markphilo
@mariagcl
@irena

Top Tweeters in G10:
@sherbah46958042
@taieb_bot
@nomoreslaves
@qualityisarul3
@scifryer2
@agentsmith247
@cgiar
@ikje1225
@consultmilne
@wb_asiapacific


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