Worldbank (environment OR climate OR warming OR ecological OR planet OR global), Twitter, 10/5/2020 2:47:10 PM, 237068


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Worldbank (environment OR climate OR warming OR ecological OR planet OR global)_2020-10-05_07-10-19.
Worldbank (environment OR climate OR warming OR ecological OR planet OR global)_2020-10-05_07-10-19.
From:
NodeXLExcelAutomator
Uploaded on:
October 05, 2020
Short Description:
Worldbank (environment OR climate OR warming OR ecological OR planet OR global) via NodeXL https://bit.ly/2Sq20U1
@worldbank
@wbg_climate
@maanogroup
@avigyansingh18
@mahsamoulavi
@wbg_cities
@xhnews
@carikeadilandi
@thedisproof
@realdonaldtrump

Top hashtags:


Description:
Description
The graph represents a network of 3,387 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, 05 October 2020 at 14:15 UTC.

The requested start date was Monday, 05 October 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 13-day, 23-hour, 14-minute period from Monday, 21 September 2020 at 00:30 UTC to Sunday, 04 October 2020 at 23:45 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 : 3387
Unique Edges : 3496
Edges With Duplicates : 7235
Total Edges : 10731
Number of Edge Types : 5
Retweet : 2706
MentionsInRetweet : 4603
Mentions : 2856
Replies to : 156
Tweet : 410
Self-Loops : 432
Reciprocated Vertex Pair Ratio : 0.021720685559138
Reciprocated Edge Ratio : 0.042517854177047
Connected Components : 143
Single-Vertex Connected Components : 76
Maximum Vertices in a Connected Component : 3023
Maximum Edges in a Connected Component : 10228
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.426347
Graph Density : 0.000525008671667895
Modularity : 0.421125
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 3,387 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, 05 October 2020 at 14:15 UTC.

The requested start date was Monday, 05 October 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 13-day, 23-hour, 14-minute period from Monday, 21 September 2020 at 00:30 UTC to Sunday, 04 October 2020 at 23:45 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:
[37] 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
[32] https://live.worldbank.org/addressing-food-loss-and-waste-global-problem-local-solutions
[22] 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=ECR_TT_worldbank_EN_EXT
[22] https://www.worldbank.org/en/news/video/2020/09/16/Development-Podcast-Economic-Health-Check-with-President-Malpass-Chief-Economist-Reinhart?cid=ECR_TT_worldbank_EN_EXT
[20] https://open.spotify.com/episode/5dbrY7e6thLSPII5fNnsYZ?si=VBfiVDz-SCGi9cArPJ8lLA
[19] https://www.worldbank.org/en/news/immersive-story/2020/09/21/where-climate-change-is-reality-supporting-africas-sahel-pastoralists-secure-a-resilient-future?cid=SHR_SitesShareTT_EN_EXT
[17] http://wrld.bg/q7ef50BAm9C
[15] https://podcasts.apple.com/us/podcast/the-development-podcast/id1496674902#episodeGuid=58662ff7-791d-4448-a18a-76d6f838511c
[13] https://blogs.worldbank.org/developmenttalk/tackling-childcare-global-pandemic
[12] https://www.worldbank.org/en/news/immersive-story/2020/09/08/5-years-of-climate-leadership-the-world-bank-groups-first-climate-action-planhttps://www.worldbank.org/en/news/immersive-story/2020/09/08/5-years-of-climate-leadership-the-world-bank-groups-first-climate-action-plan?cid=ECR_TT_worldbank_EN_EXT

Top URLs in Tweet in G1:
[13] 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=ECR_TT_worldbank_EN_EXT
[10] https://www.worldbank.org/en/news/immersive-story/2020/09/21/where-climate-change-is-reality-supporting-africas-sahel-pastoralists-secure-a-resilient-future?cid=SHR_SitesShareTT_EN_EXT
[9] https://www.worldbank.org/en/news/video/2020/09/16/Development-Podcast-Economic-Health-Check-with-President-Malpass-Chief-Economist-Reinhart?cid=ECR_TT_worldbank_EN_EXT
[9] https://open.spotify.com/episode/5dbrY7e6thLSPII5fNnsYZ?si=VBfiVDz-SCGi9cArPJ8lLA
[8] https://www.worldbank.org/en/news/immersive-story/2020/09/08/5-years-of-climate-leadership-the-world-bank-groups-first-climate-action-planhttps://www.worldbank.org/en/news/immersive-story/2020/09/08/5-years-of-climate-leadership-the-world-bank-groups-first-climate-action-plan?cid=ECR_TT_worldbank_EN_EXT
[7] https://podcasts.apple.com/us/podcast/the-development-podcast/id1496674902#episodeGuid=58662ff7-791d-4448-a18a-76d6f838511c
[6] https://www.connect4climate.org/initiatives/youth4climate
[5] https://blogs.worldbank.org/opendata/understanding-global-debt-relieving-covid-19-impact-most-vulnerable?cid=ECR_TT_worldbank_EN_EXT
[5] https://medium.com/@stephenstillwell/would-you-rather-have-ideal-money-or-continued-global-conflict-e2c686803a38?_branch_match_id=link-839270376289757579
[5] https://africanbusinessmagazine.com/sectors/environment/world-bank-launches-africa-climate-strategy-as-pandemic-hammers-green-growth/

Top URLs in Tweet in G2:
[27] https://live.worldbank.org/addressing-food-loss-and-waste-global-problem-local-solutions
[11] https://www.worldbank.org/en/news/video/2020/09/16/Development-Podcast-Economic-Health-Check-with-President-Malpass-Chief-Economist-Reinhart?cid=ECR_TT_worldbank_EN_EXT
[8] https://open.spotify.com/episode/5dbrY7e6thLSPII5fNnsYZ?si=VBfiVDz-SCGi9cArPJ8lLA
[8] https://live.worldbank.org/enhancing-government-effectiveness-transparency-fight-against-corruption
[6] https://openknowledge.worldbank.org/handle/10986/34521
[6] http://documents.worldbank.org/curated/en/235541600116631094/Enhancing-Government-Effectiveness-and-Transparency-The-Fight-Against-Corruption?cid=gov_tt_gov_en_ext
[5] https://podcasts.apple.com/us/podcast/the-development-podcast/id1496674902#episodeGuid=58662ff7-791d-4448-a18a-76d6f838511c
[5] https://blogs.worldbank.org/developmenttalk/tackling-childcare-global-pandemic
[4] https://www.worldbank.org/en/events/2020/09/30/from-containment-to-recovery-east-asia-pacific-economic-update-october-2020-virtual-launch?cid=eap_tt_asiapacific_en_ext
[4] 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=ECR_TT_worldbank_EN_EXT

Top URLs in Tweet in G3:
[4] https://www.worldbank.org/en/news/immersive-story/2020/09/21/where-climate-change-is-reality-supporting-africas-sahel-pastoralists-secure-a-resilient-future?cid=env_tt_environment_en_ext
[3] http://wrld.bg/xB5X50BDkZb?cid=env_tt_environment_en_ext
[3] https://timeline.worldbank.org/?field_timeline_target_id=21&combine=#event-un-proposes-new-international-organization-to-offer-low-interest-loans
[2] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DlI4tMNNFZkI%26feature%3Dyoutu.be&q=EgS4SO-bGLPi0fsFIhkA8aeDSzkoYhB17h3kbAr9nxgVYD5N6PmaMgFy
[2] https://www.worldbank.org/en/news/press-release/2020/09/15/world-bank-sets-ambitious-targets-for-green-and-resilient-economic-growth-in-africa?cid=afr_tt_wbafrica_en_ext
[2] http://wrld.bg/HEB350Brkf1?cid=spl_tt_splabor_en_ext
[2] http://wrld.bg/x7M650Bv7rs?cid=spl_tt_splabor_en_ext
[2] http://wrld.bg/4FmZ50Bz3U3?cid=spl_tt_splabor_en_ext
[2] https://blogs.worldbank.org/opendata/new-child-and-youth-mortality-estimates-show-dramatic-reductions-progress-threatened
[2] http://wrld.bg/lDaP50BrBhY

Top URLs in Tweet in G4:
[28] 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
[15] http://wrld.bg/q7ef50BAm9C
[8] 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
[5] https://www.worldbank.org/en/news/immersive-story/2020/09/21/where-climate-change-is-reality-supporting-africas-sahel-pastoralists-secure-a-resilient-future
[5] https://www.worldbank.org/en/news/immersive-story/2020/09/21/where-climate-change-is-reality-supporting-africas-sahel-pastoralists-secure-a-resilient-future?cid=afr_tt_wbafrica_en_ext
[4] https://blogs.worldbank.org/climatechange/leading-voices-climate-adaptation-and-resilience-qa-kanta-kumari-rigaud?cid=ccg_tt_climatechange_en_ext
[3] https://www.worldbank.org/en/news/press-release/2020/09/23/city-climate-finance-gap-fund-launches-to-support-climate-smart-urban-development?cid=ccg_tt_climatechange_en_ext
[3] https://live.worldbank.org/sustainable-recovery-people-and-planet?cid=ccg_tt_climatechange_en_ext
[2] https://www.worldbank.org/en/news/immersive-story/2020/09/21/where-climate-change-is-reality-supporting-africas-sahel-pastoralists-secure-a-resilient-future?cid=ccg_tt_climatechange_en_ext
[2] https://live.worldbank.org/addressing-food-loss-and-waste-global-problem-local-solutions?cid=ccg_tt_climatechange_en_ext

Top URLs in Tweet in G5:
[3] https://therisk.global/events/listing/mirum/
[3] https://therisk.global/events/listing/clean-essentials-kit/
[2] https://www.ucl.ac.uk/risk-disaster-reduction/events/2020/oct/virtual-event-climate-change-and-human-migration
[2] https://www.worldbank.org/en/news/infographic/2020/09/15/the-next-generation-africa-climate-business-plan-ramping-up-development-centered-climate-action?cid=SHR_SitesShareTT_EN_EXT
[2] https://therisk.global/events/listing/dilly-drive/
[2] https://therisk.global/events/listing/earth-tatva-recycled-ceramics/
[2] https://therisk.global/events/listing/bower-collective/
[2] https://therisk.global/events/listing/troldtekt-acoustic-panels/
[2] https://therisk.global/events/listing/wanji-games/
[2] https://therisk.global/events/listing/seasuit-project/

Top URLs in Tweet in G6:
[5] https://olc.worldbank.org/content/urban-upgrading-inclusion-sustainability-and-resilience-time-global-pandemics-0
[4] https://blogs.worldbank.org/sustainablecities/new-fund-new-urban-future
[3] https://www.citygapfund.org/
[3] http://worldbank.org/en/news/press-release/2020/09/23/city-climate-finance-gap-fund-launches-to-support-climate-smart-urban-development
[2] https://www.worldbank.org/en/news/press-release/2020/09/23/city-climate-finance-gap-fund-launches-to-support-climate-smart-urban-development?cid=SURR_TT_WBGCities_EN_EXT
[2] 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
[2] http://www.gapfundlaunch.org/
[1] https://blogs.worldbank.org/sustainablecities/culture-covid-19-recovery-good-your-wallet-good-resilience-and-good-you?cid=SURR_TT_WBGCities_EN_EXT
[1] http://wrld.bg/hjYG50Btz2J?cid=SURR_TT_WBGCities_EN_EXT
[1] https://olc.worldbank.org/content/urban-upgrading-inclusion-sustainability-and-resilience-time-global-pandemics-0?cid=SURR_TT_WBGCities_EN_EXT

Top URLs in Tweet in G7:
[3] https://www.worldbank.org/en/events/2020/10/16/civil-society-policy-forum
[3] https://www.imf.org/en/About/Partners/civil-society
[2] https://www.norvanreports.com/african-development-bank-wins-global-award-for-covid-19-bond-issue/
[1] https://twitter.com/neiltaylor224/status/1311757719616000000
[1] https://registration.worldbank.org/profile/form/index.cfm?PKformID=0x38590abcd
[1] https://www.imf.org/cso
[1] https://www.re-course.org/#publications
[1] https://www.odi.org/projects/17203-faqs-oil-gas-and-poverty
[1] https://twitter.com/BIC_Updates/status/1311281870794117121
[1] https://t.co/njQj6ihioq#economics

Top URLs in Tweet in G8:
[6] http://wrld.bg/jKBj50BzzNu?cid=eae_tt_energy_en_ext
[5] https://www.worldbank.org/en/topic/energy/publication/the-state-of-access-to-modern-energy-cooking-services?cid=eae_tt_energy_en_ext
[5] https://www.worldbank.org/en/topic/energy/publication/the-state-of-access-to-modern-energy-cooking-services
[4] http://wrld.bg/wyP450AH2iS?cid=eae_tt_energy_en_ext
[3] 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
[2] https://www.worldbank.org/en/news/feature/2020/07/29/egps-launches-new-emergency-relief-response-for-artisanal-and-small-scale-mining-communities-impacted-by-covid-19?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
[2] https://live.worldbank.org/closing-the-digital-divide
[1] 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=ECR_TT_worldbank_EN_EXT
[1] https://news.trust.org/item/20200925145036-v80pp/

Top URLs in Tweet in G9:
[8] http://documents1.worldbank.org/curated/en/993511601454373079/pdf/COVID-19-Trade-Watch-September-30-2020.pdf
[2] https://blogs.worldbank.org/psd/overheating-pension-pots-how-resilient-are-pension-systems-climate-change
[2] https://www.worldbank.org/en/events/2020/09/21/circular-economy-and-private-sector-development-learning-series
[1] https://blogs.worldbank.org/latinamerica/creating-more-and-better-jobs-challenge-hour-latin-america
[1] https://www.worldbank.org/en/news/feature/2020/09/25/unlocking-private-finance-for-nature
[1] https://blogs.worldbank.org/developmenttalk/tackling-childcare-global-pandemic
[1] https://www.worldbank.org/en/events/2020/09/30/from-containment-to-recovery-east-asia-pacific-economic-update-october-2020-virtual-launch?cid=eap_tt_asiapacific_en_ext
[1] https://blogs.worldbank.org/psd/overheating-pension-pots-how-resilient-are-pension-systems-climate-change?cid=EXT_WBBlogTweetableShare_D_EXT
[1] http://documents1.worldbank.org/curated/en/763661596225829817/pdf/COVID-19-Trade-Watch-July-31-2020.pdf
[1] https://voxeu.org/content/impacts-global-trade-and-income-current-trade-disputes

Top URLs in Tweet in G10:
[5] https://www.dandc.eu/en/article/even-during-global-pandemic-debt-relief-should-not-be-granted-across-board
[4] https://blogs.worldbank.org/sustainablecities/financing-climate-smart-urban-development-wake-covid-19
[3] https://www.worldbank.org/en/news/immersive-story/2020/09/08/5-years-of-climate-leadership-the-world-bank-groups-first-climate-action-plan
[3] 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=ECR_TT_worldbank_EN_EXT
[2] https://www.brecorder.com/news/40020088/global-trade-not-okay
[2] https://www.worldbank.org/en/news/feature/2020/06/08/the-global-economic-outlook-during-the-covid-19-pandemic-a-changed-world
[2] https://www.sixdegreesnews.org/archives/29262/boost-global-response-covid-19-economies-worldwide-formally-sign-up-covax-facility
[2] http://www.worldbank.org/en/news/feature/2015/03/18/5-ways-reduce-drivers-climate-change?cid=CCG_TTccgEN_D_EXT
[2] https://live.worldbank.org/addressing-food-loss-and-waste-global-problem-local-solutions?cid=ECR_TT_worldbank_EN_EXT
[1] http://pubdocs.worldbank.org/en/988751599654139713/UNICEF-2020-Child-Mortality-Report.pdf

Top Domains
Top Domains in Tweet in Entire Graph:
[697] worldbank.org
[109] wrld.bg
[58] twitter.com
[34] therisk.global
[22] spotify.com
[16] apple.com
[13] box.com
[12] medium.com
[12] linkedin.com
[9] youtube.com

Top Domains in Tweet in G1:
[154] worldbank.org
[11] medium.com
[10] twitter.com
[9] spotify.com
[7] apple.com
[6] connect4climate.org
[5] africanbusinessmagazine.com
[4] wrld.bg
[4] smart-energy.com
[4] reuters.com

Top Domains in Tweet in G2:
[142] worldbank.org
[19] wrld.bg
[8] spotify.com
[5] apple.com
[3] twitter.com
[2] thewire.in
[2] imf.org
[1] cdri.world
[1] youtube.com
[1] weforum.org

Top Domains in Tweet in G3:
[56] worldbank.org
[34] wrld.bg
[5] twitter.com
[3] who.int
[3] youtube.com
[2] google.com
[2] genevasolutions.news
[1] wellcome.org
[1] gatesnotes.com
[1] exemplars.health

Top Domains in Tweet in G4:
[86] worldbank.org
[35] wrld.bg
[2] apolitical.co
[2] livemint.com
[1] tinyurl.com
[1] spotify.com
[1] apple.com
[1] surveymonkey.com
[1] zoom.us
[1] linkedin.com

Top Domains in Tweet in G5:
[34] therisk.global
[2] undp.org
[2] ac.uk
[2] worldbank.org
[1] eventtia.com
[1] medium.com
[1] globalbihari.com

Top Domains in Tweet in G6:
[26] worldbank.org
[5] citygapfund.org
[4] twitter.com
[3] wrld.bg
[2] gapfundlaunch.org
[1] trust.org
[1] international-climate-initiative.com
[1] reuters.com
[1] developmentaid.org
[1] bmu.de

Top Domains in Tweet in G7:
[5] worldbank.org
[4] imf.org
[3] twitter.com
[2] norvanreports.com
[1] re-course.org
[1] odi.org
[1] t.co
[1] unctad.org

Top Domains in Tweet in G8:
[26] worldbank.org
[12] wrld.bg
[2] twitter.com
[1] trust.org
[1] spotify.com
[1] apple.com
[1] cleancookingalliance.org
[1] zoom.us

Top Domains in Tweet in G9:
[20] worldbank.org
[2] ow.ly
[1] voxeu.org
[1] piie.com
[1] wrld.bg

Top Domains in Tweet in G10:
[52] worldbank.org
[6] twitter.com
[5] dandc.eu
[4] linkedin.com
[2] brecorder.com
[2] reuters.com
[2] sixdegreesnews.org
[1] thepeninsulaqatar.com
[1] thecapital.io
[1] indiatimes.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[537] covid19
[157] climatechange
[93] worldbank
[86] climate
[83] climateactionwbg
[61] sahel
[60] wbg_biggerpicture
[57] resilientrecovery
[56] praps
[56] corruption



Top Hashtags in Tweet in G1:
[89] covid19
[29] climatechange
[28] climateactionwbg
[24] climate
[23] womenandtrade
[22] wbg_biggerpicture
[20] praps
[20] africa
[19] india
[17] sdgsandher

Top Hashtags in Tweet in G2:
[165] covid19
[46] corruption
[39] flwday
[18] endcorruption
[16] resilientrecovery
[16] cities
[16] sdgsandher
[15] praps
[15] coronavirus
[13] eastasiapacific

Top Hashtags in Tweet in G3:
[88] covid19
[20] climatechange
[20] stunting
[20] peru
[17] biodiversity
[14] child
[13] uganda
[12] investinnature
[9] fornature
[8] wbgarchives

Top Hashtags in Tweet in G4:
[54] covid19
[33] climatechange
[32] climateactionwbg
[27] sahel
[25] wbg_biggerpicture
[24] uganda
[17] resilientrecovery
[16] praps
[15] cyprus
[11] peopleandplanet

Top Hashtags in Tweet in G5:
[34] innovation
[34] sdgs
[34] globalgoals
[30] sustainable
[16] techhealth
[15] environment
[14] climatechange
[14] edtech
[13] migration
[12] climateaction

Top Hashtags in Tweet in G6:
[28] covid19
[22] mindthefinancegap
[18] climatechange
[15] lowcarbon
[15] sustainable
[14] climate
[11] urbanupgrading
[10] cities
[10] economy
[9] urbanization

Top Hashtags in Tweet in G7:
[16] climate
[10] cspf
[8] covid19
[5] isds
[5] fossilfuel
[4] imfmeetings
[4] amcso20
[2] corruption
[2] gender
[2] inequality

Top Hashtags in Tweet in G8:
[27] cleancooking
[16] sdg7
[9] energy
[8] covid19
[4] trackingsdg7
[4] climateactionwbg
[4] tech
[3] egps
[3] energyaccess
[2] wbg_biggerpicture

Top Hashtags in Tweet in G9:
[27] globalwildlifeprogram
[27] indonesia
[27] kenya
[27] mozambique
[27] namibia
[27] southafrica
[27] tanzania
[24] thailand
[9] sustainablecity
[7] covid19

Top Hashtags in Tweet in G10:
[28] worldbank
[8] covid19
[8] pandemic
[6] covid
[5] corona
[5] debtrelief
[5] g20
[4] economy
[4] climateactionwbg
[3] gdp

Top Words
Top Words in Tweet in Entire Graph:
[1712] worldbank
[1148] global
[753] climate
[537] #covid19
[469] world
[355] more
[310] food
[309] bank
[293] countries
[289] wbg_climate

Top Words in Tweet in G1:
[651] worldbank
[241] global
[159] climate
[89] #covid19
[87] economic
[79] billion
[77] health
[71] more
[70] people
[68] world

Top Words in Tweet in G2:
[444] worldbank
[251] global
[194] food
[188] davidmalpasswbg
[165] #covid19
[123] live
[97] president
[86] carmenmreinhart
[84] waste
[83] one

Top Words in Tweet in G3:
[137] global
[113] worldbank
[88] #covid19
[60] more
[55] countries
[38] crisis
[34] economy
[29] climate
[28] poorest
[28] wbg_health

Top Words in Tweet in G4:
[202] wbg_climate
[170] climate
[93] world
[77] bank
[72] worldbank
[56] recovery
[55] worldbankafrica
[54] #covid19
[47] sustainable
[46] people

Top Words in Tweet in G5:
[66] worldbank
[52] undp
[34] #innovation
[34] #sdgs
[34] #globalgoals
[30] climate
[30] #sustainable
[24] unfccc
[23] unep
[20] circular

Top Words in Tweet in G6:
[93] city
[87] climate
[78] eib
[78] fund
[72] mayors4climate
[68] worldbank
[67] gap
[60] cities
[59] wbg_cities
[58] finance

Top Words in Tweet in G7:
[66] worldbank
[63] imfnews
[33] policy
[32] civil
[32] society
[30] virtual
[27] global
[21] annual
[19] join
[18] forum

Top Words in Tweet in G8:
[64] wbg_energy
[64] access
[64] climate
[58] global
[58] cooking
[51] energy
[50] health
[50] trillion
[43] gender
[38] modern

Top Words in Tweet in G9:
[64] thegef
[31] global
[27] #globalwildlifeprogram
[27] funded
[27] works
[27] #indonesia
[27] #kenya
[27] #mozambique
[27] #namibia
[27] #southafrica

Top Words in Tweet in G10:
[38] global
[28] #worldbank
[24] world
[20] years
[19] climate
[15] bank
[10] over
[10] pandemic
[10] 19
[9] 2020

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[273] world,bank
[214] climate,change
[184] climate,finance
[150] low,carbon
[137] covid,19
[113] loss,waste
[112] gap,fund
[112] food,loss
[103] carbon,inclusive
[99] bank,group

Top Word Pairs in Tweet in G1:
[64] climate,change
[41] world,bank
[38] without,action
[38] action,global
[38] global,locust
[38] locust,crisis
[38] crisis,cause
[38] cause,billion
[38] billion,economic
[38] economic,damage

Top Word Pairs in Tweet in G2:
[78] president,davidmalpasswbg
[77] food,produced
[74] loss,waste
[73] food,loss
[73] third,food
[73] lost,wasted
[71] one,third
[70] produced,lost
[66] worldbank,live
[66] chief,economist

Top Word Pairs in Tweet in G3:
[18] right,hard
[18] hard,look
[18] look,past
[18] past,impacts
[18] impacts,#covid19
[18] #covid19,lives
[18] lives,economy
[18] economy,clear
[17] 411regan,right
[17] clear,#clima

Top Word Pairs in Tweet in G4:
[77] world,bank
[40] climate,change
[40] climate,finance
[36] covid,19
[31] low,carbon
[30] bank,group
[29] recovery,packages
[26] carbon,inclusive
[24] #climateactionwbg,#wbg_biggerpicture
[24] see,working

Top Word Pairs in Tweet in G5:
[34] #sdgs,#globalgoals
[29] #innovation,#sustainable
[21] worldbank,undp
[19] undp,worldbank
[17] #sustainable,#sdgs
[16] nature_org,unep
[16] unep,unfccc
[14] climate,finance
[13] #climatechange,human
[13] human,#migration

Top Word Pairs in Tweet in G6:
[67] gap,fund
[56] climate,finance
[53] finance,gap
[50] city,climate
[43] c40cities,iclei
[34] low,carbon
[29] worldbank,mayors4climate
[28] mayors4climate,giz_gmbh
[26] carbon,inclusive
[23] eib,worldbank

Top Word Pairs in Tweet in G7:
[32] civil,society
[32] society,policy
[23] imfnews,worldbank
[20] worldbank,imfnews
[18] policy,forum
[16] thread,worldbank
[16] imfnews,annual
[16] annual,mtgs
[16] mtgs,around
[16] around,corner

Top Word Pairs in Tweet in G8:
[36] access,modern
[30] health,gender
[30] cooking,services
[26] universal,access
[25] modern,energy
[25] energy,cooking
[20] yearly,cost
[20] cost,inaction
[20] inaction,universal
[20] services,over

Top Word Pairs in Tweet in G9:
[27] #globalwildlifeprogram,funded
[27] funded,thegef
[27] thegef,works
[27] works,#indonesia
[27] #indonesia,#kenya
[27] #kenya,#mozambique
[27] #mozambique,#namibia
[27] #namibia,#southafrica
[27] #southafrica,#tanzania
[24] #tanzania,#thailand

Top Word Pairs in Tweet in G10:
[14] world,bank
[6] covid,19
[6] during,global
[6] global,pandemic
[6] #pandemic,#worldbank
[5] bank,group
[5] pandemic,debt
[5] debt,relief
[5] relief,granted
[5] granted,board

Top Replied-To
Top Replied-To in Entire Graph:
@worldbank
@anticorruption
@diop_wb
@ayab_drr
@savefuturenow
@un
@wbg_climate
@cymrawdg
@niwe_chennai
@wbg_environment

Top Replied-To in G1:
@worldbank
@savefuturenow
@cymrawdg
@wbg_environment
@ruzibukira
@moazzamtmalik
@doc4dead
@ekwulu
@climatelending
@rashidatlaib

Top Replied-To in G2:
@anticorruption
@worldbank
@wbg_ida
@auwalseries

Top Replied-To in G3:
@jeremyfarrar
@ede_wbg
@411regan
@thegpmb
@worldbank
@peterasinger
@norwayun
@elliotthulseca
@wbg_environment
@who

Top Replied-To in G4:
@niwe_chennai
@drmuhdmahmood
@anambrastategov
@worldbankafrica
@wbg_climate

Top Replied-To in G5:
@cloq_now
@diop_wb
@undpclimate
@struggl57775105
@unfccc

Top Replied-To in G6:
@mayors4climate
@eib
@babsmgarcia
@samehnwahba

Top Replied-To in G7:
@acsea54
@priceofoil
@asianpeoplesmvt
@ilo
@un

Top Replied-To in G8:
@diop_wb
@worldbank

Top Replied-To in G9:
@voxeu

Top Mentioned
Top Mentioned in Entire Graph:
@worldbank
@wbg_climate
@davidmalpasswbg
@carmenmreinhart
@worldbankafrica
@eib
@wbg_cities
@wbg_energy
@who
@imfnews

Top Mentioned in G1:
@worldbank
@moetitshidi
@ifc_org
@urgewald
@davidmalpasswbg
@wbg_climate
@climateeo4sd
@trf_stories
@nosotras_intl
@carmenmreinhart

Top Mentioned in G2:
@worldbank
@davidmalpasswbg
@carmenmreinhart
@aminajmohammed
@unodc
@wbg_agriculture
@wbg_gov
@frankfurtschool
@axelvt_wb
@wbg_climate

Top Mentioned in G3:
@worldbank
@who
@wbg_health
@wbg_environment
@wbg_ida
@davidmalpasswbg
@411regan
@wbg_splabor
@jeremyfarrar
@drtedros

Top Mentioned in G4:
@wbg_climate
@worldbank
@worldbankafrica
@wbg_ida
@ayatsoliman7
@fmenvng
@mnreindia
@wbg_environment
@davidmalpasswbg
@wbg_cities

Top Mentioned in G5:
@worldbank
@undp
@unep
@unfccc
@gretathunberg
@nature_org
@wfp
@un_women
@guardianeco
@wwf

Top Mentioned in G6:
@eib
@worldbank
@wbg_cities
@c40cities
@mayors4climate
@iclei
@giz_gmbh
@bmz_bund
@bmu
@mfa_lu

Top Mentioned in G7:
@worldbank
@imfnews
@oxfamifis
@ilo
@undesa
@wto
@unctad
@jonsward
@recourseteam
@ebrd

Top Mentioned in G8:
@wbg_energy
@worldbank
@mari_pangestu
@wbg_climate
@ukmecs
@diop_wb
@cleancooking
@wbg_nigeria
@hivosenergy
@wbg_digitaldev

Top Mentioned in G9:
@thegef
@economyinformal
@worldbank
@carolinefreund
@wbg_finance
@wbg_environment
@cf_jaramillo
@davidmalpasswbg
@wbg_gov
@victoriakwakwa

Top Mentioned in G10:
@stonehillbirch
@ivotoniut

Top Tweeters
Top Tweeters in Entire Graph:
@marcodacostafx
@peter_s_becks1
@rjber15
@independent
@john1966olsen
@nilimajumder
@femtech_
@thehill
@ndtv
@politicalbee

Top Tweeters in G1:
@marcodacostafx
@independent
@politicalbee
@s_total_s2
@natwest_help
@henryforeroj
@tzdiscovery
@morganchevitage
@dudeneyn
@aurora_umezawa

Top Tweeters in G2:
@childofalba
@bankmandiri
@dev_discourse
@olumideidowu
@fareedaasf
@konstantinabel3
@michelleking66
@zimrirosas
@jornaldomacico
@mrsangotoki

Top Tweeters in G3:
@rjber15
@john1966olsen
@economictimes
@flightbomb
@ana_captures
@detous
@afronola
@ipfconline1
@biobaby19
@ccolpetzer

Top Tweeters in G4:
@ken_crichlow
@nomoreslaves
@viralvideovlogs
@livemint
@syawal
@4mypeers
@peterbrownbarra
@salhaj
@maryjobateman
@stem_nastics

Top Tweeters in G5:
@wwf
@jajaphd
@emocionycambio
@madhureshsethi
@reutersbiz
@saleemulhuq
@spirosmargaris
@greentechdon
@ourfuturebot
@peuvannecy

Top Tweeters in G6:
@smartecocity
@coyotegulch
@johnreichardwes
@garethpresch
@jmglachant
@silvesternyamon
@bergem
@democraticideal
@wowzoff
@valsof_news

Top Tweeters in G7:
@net2ayurveda
@visualpersist
@fleejack
@esmaanyss
@dannyfurlongdj
@kaald1941
@race2diversity
@sammara12281909
@udit_eco
@khhgg86692451

Top Tweeters in G8:
@bexxmodd
@adriansysnet
@djriveraros
@muharusta
@zhrddn
@mareeyama
@scifryer2
@siddharth3
@gbemle
@nigeriagov

Top Tweeters in G9:
@team4nature
@mmm_the3rd
@gregoriomirabal
@dgomezco
@juliofdrezende
@lpha_bloke
@clairep51529609
@ushinedatme
@escoto_marlon
@unbiodiversity

Top Tweeters in G10:
@fmtoday
@peninsulaqatar
@brecordernews
@cae410
@clime_it
@easyfreshglobal
@ethiopiaonline
@learning2getby
@jmattos2001
@amngloballlc


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