Worldbank (environment OR climate OR warming OR ecological OR planet OR global), Twitter, 4/13/2021 7:36:37 PM, 252788


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Worldbank (environment OR climate OR warming OR ecological OR planet OR global)_2021-04-12_07-54-31.
Worldbank (environment OR climate OR warming OR ecological OR planet OR global)_2021-04-12_07-54-31.
From:
NodeXLExcelAutomator
Uploaded on:
April 13, 2021
Short Description:
Worldbank (environment OR climate OR warming OR ecological OR planet OR global) via NodeXL https://bit.ly/328DU4S
@worldbank
@wbg_climate
@reuters
@worldbankwater
@drvandanashiva
@davidmalpasswbg
@unicefchief
@andrema32495641
@g8gist
@un

Top hashtags:


Description:
Description
The graph represents a network of 5,202 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, 12 April 2021 at 15:01 UTC.

The requested start date was Monday, 12 April 2021 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 12-day, 9-hour, 5-minute period from Tuesday, 30 March 2021 at 13:00 UTC to Sunday, 11 April 2021 at 22:05 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 : 5202
Unique Edges : 5019
Edges With Duplicates : 14724
Total Edges : 19743
Number of Edge Types : 5
Retweet : 5951
MentionsInRetweet : 9766
Mentions : 3256
Replies to : 212
Tweet : 558
Self-Loops : 588
Reciprocated Vertex Pair Ratio : 0.015403323875152
Reciprocated Edge Ratio : 0.0303393213572854
Connected Components : 217
Single-Vertex Connected Components : 142
Maximum Vertices in a Connected Component : 4821
Maximum Edges in a Connected Component : 19232
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.241304
Graph Density : 0.000370348440223211
Modularity : 0.348142
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 5,202 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, 12 April 2021 at 15:01 UTC.

The requested start date was Monday, 12 April 2021 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 12-day, 9-hour, 5-minute period from Tuesday, 30 March 2021 at 13:00 UTC to Sunday, 11 April 2021 at 22:05 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:
[82] https://live.worldbank.org/key-green-transitions-climate-systems?cid=ccg_tt_climatechange_en_ext
[51] https://www.reuters.com/article/us-imf-worldbank-tax-idUSKBN2BU1YW?taid=606dd4b9f01e93000121e546&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[49] https://www.reuters.com/article/climate-change-worldbank-exclusive-int/exclusive-world-bank-revises-climate-policy-but-stops-short-of-halting-fossil-fuel-funding-idUSKBN2BN3HE
[40] https://live.worldbank.org/three-green-transitions-climate-systems
[39] https://www.reuters.com/article/climate-change-worldbank-exclusive-int-idUSKBN2BN3HE?taid=606518baa0a3570001acb14d&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[32] https://live.worldbank.org/key-green-transitions-climate-systems
[29] https://www.worldbank.org/en/news/statement/2021/04/02/world-bank-group-president-statement-on-climate-change-action-plan?cid=ECR_TT_worldbank_EN_EXT
[29] https://live.worldbank.org/key-green-transitions-climate-systems?cid=ECR_TT_worldbank_EN_EXT
[27] https://www.worldbank.org/en/news/statement/2021/04/02/world-bank-group-president-statement-on-climate-change-action-plan?cid=SHR_SitesShareTT_EN_EXT
[26] https://www.reuters.com/article/us-imf-worldbank-taxation-france-idUSKBN2BT1LR?taid=606c6bb9a0a3570001acd61c&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter

Top URLs in Tweet in G1:
[14] https://live.worldbank.org/key-green-transitions-climate-systems?cid=ECR_TT_worldbank_EN_EXT
[14] https://www.worldbank.org/en/news/statement/2021/04/02/world-bank-group-president-statement-on-climate-change-action-plan?cid=SHR_SitesShareTT_EN_EXT
[9] https://www.worldbank.org/en/news/statement/2021/04/02/world-bank-group-president-statement-on-climate-change-action-plan?cid=ECR_TT_worldbank_EN_EXT
[6] https://www.reuters.com/article/us-climate-change-worldbank-exclusive/exclusive-world-bank-revises-climate-policy-but-stops-short-of-halting-fossil-fuel-funding-idUSKBN2BN3HC
[5] https://live.worldbank.org/?cid=ECR_TT_worldbank_EN_EXT
[5] https://live.worldbank.org/economic-recovery-green-resilient-inclusive-future?cid=ECR_TT_worldbank_EN_EXT
[5] https://www.reuters.com/article/climate-change-worldbank-exclusive-int/exclusive-world-bank-revises-climate-policy-but-stops-short-of-halting-fossil-fuel-funding-idUSKBN2BN3HE
[3] https://live.worldbank.org/covid-19-vaccines-developing-countries?cid=ECR_TT_worldbank_EN_EXT
[3] https://live.worldbank.org/rethinking-debt-financing-the-future
[3] https://live.worldbank.org/key-green-transitions-climate-systems?cid=ccg_tt_climatechange_en_ext

Top URLs in Tweet in G2:
[77] https://live.worldbank.org/key-green-transitions-climate-systems?cid=ccg_tt_climatechange_en_ext
[30] https://live.worldbank.org/three-green-transitions-climate-systems
[16] https://live.worldbank.org/key-green-transitions-climate-systems
[16] https://live.worldbank.org/?cid=ECR_TT_worldbank_EN_EXT
[12] https://blogs.worldbank.org/voices/fighting-climate-change-worlds-poorest-countries
[11] https://www.worldbank.org/en/news/statement/2021/04/02/world-bank-group-president-statement-on-climate-change-action-plan?cid=ECR_TT_worldbank_EN_EXT
[9] https://live.worldbank.org/three-green-transitions-climate-systems?cid=ccg_tt_climatechange_en_ext
[9] https://live.worldbank.org/key-green-transitions-climate-systems?cid=IFC_TT_IFC_EN_EXT
[8] https://www.worldbank.org/en/news/statement/2021/04/02/world-bank-group-president-statement-on-climate-change-action-plan?cid=SHR_SitesShareTT_EN_EXT
[6] http://wrld.bg/nnsD50E7HnI

Top URLs in Tweet in G3:
[25] https://www.reuters.com/article/climate-change-worldbank-exclusive-int/exclusive-world-bank-revises-climate-policy-but-stops-short-of-halting-fossil-fuel-funding-idUSKBN2BN3HE
[11] https://oxfam.medium.com/a-shot-in-the-arm-5-ways-the-world-bank-can-promote-a-fairer-and-faster-global-vaccine-roll-out-2359da7615ee
[8] https://www.worldbank.org/en/news/statement/2021/04/02/world-bank-group-president-statement-on-climate-change-action-plan?cid=ECR_TT_worldbank_EN_EXT
[7] https://live.worldbank.org/key-green-transitions-climate-systems?cid=ECR_TT_worldbank_EN_EXT
[5] https://twitter.com/DavidMalpassWBG/status/1377970360050651140
[5] https://www.re-course.org/news/closing-loopholes-how-the-ifc-can-help-end-fossil-fuel-finance/
[4] https://link.medium.com/qFcppz9i5eb
[3] https://live.worldbank.org/three-green-transitions-climate-systems
[3] https://live.worldbank.org/key-green-transitions-climate-systems
[3] http://wrld.bg/r61E30qKI8n

Top URLs in Tweet in G4:
[49] https://www.reuters.com/article/us-imf-worldbank-tax-idUSKBN2BU1YW?taid=606dd4b9f01e93000121e546&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[35] https://www.reuters.com/article/climate-change-worldbank-exclusive-int-idUSKBN2BN3HE?taid=606518baa0a3570001acb14d&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[25] https://www.reuters.com/article/us-imf-worldbank-taxation-france-idUSKBN2BT1LR?taid=606c6bb9a0a3570001acd61c&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[21] https://www.reuters.com/article/us-imf-worldbank-taxation-germany-idUSKBN2BT17F?taid=606c4d4b9e71f30001ce459d&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[12] https://trib.al/TDQoecP
[11] https://www.reuters.com/article/us-imf-worldbank-outlook-idUSKBN2BT1MC?taid=606c6e119e71f30001ce4662&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[7] https://www.reuters.com/article/climate-change-worldbank-exclusive-int-idUSKBN2BN3HE?taid=60653287c8c94b00018557d7&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[6] https://www.reuters.com/article/climate-change-worldbank-exclusive-int-idUSKBN2BN3HE?taid=6064f7f5a0a3570001acb07d&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[5] https://www.reuters.com/article/us-imf-worldbank-tax/imf-officials-endorse-bidens-corporate-tax-hike-global-minimum-plan-idUSKBN2BU1YW
[4] https://www.reuters.com/article/climate-change-worldbank-exclusive-int/exclusive-world-bank-revises-climate-policy-but-stops-short-of-halting-fossil-fuel-funding-idUSKBN2BN3HE

Top URLs in Tweet in G5:
[8] https://www.worldbank.org/en/news/press-release/2021/03/26/new-global-tracker-to-measure-pandemic-s-impact-on-education-worldwide
[4] https://www.worldbank.org/en/events/2020/12/22/civil-society-policy-forum#:~:text=Registration
[4] for
[4] the
[4] 2021
[4] Spring
[4] Meetings
[4] is
[4] now
[4] open!&text=Civil

Top URLs in Tweet in G6:
[12] https://live.worldbank.org/three-green-transitions-climate-systems?cid=watt_tt_water_en_ext
[7] https://events.globallandscapesforum.org/disruptive-technology/challenge-week-live-stream/
[4] https://events.globallandscapesforum.org/disruptive-technology/selected-proposals/
[3] https://blogs.worldbank.org/water/farmer-led-irrigation-what-why-and-how-guide
[3] http://www.worldbank.org/en/news/feature/2019/03/21/green-and-gray?CID=WAT_TT_Water_EN_EXT
[2] https://blogs.worldbank.org/water/cop24?CID=WAT_TT_Water_EN_EXT
[2] http://www.worldbank.org/wastetoresource?CID=WAT_TT_Water_EN_EXT
[2] https://live.worldbank.org/three-green-transitions-climate-systems
[2] https://www.worldbank.org/en/news/statement/2021/04/02/world-bank-group-president-statement-on-climate-change-action-plan?cid=SHR_SitesShareTT_EN_EXT
[2] https://www.reuters.com/article/us-climate-change-world-bank/world-bank-confirms-key-elements-of-new-climate-action-plan-idUSKBN2BP1JN

Top URLs in Tweet in G7:
[5] https://www.aajtak.in/business/news/story/world-bank-president-david-malpass-says-faster-global-growth-driven-primarily-by-us-china-and-india-tuta-1235648-2021-04-09
[4] https://btca-production-site.s3.amazonaws.com/documents/570/english_attachments/Reaching_Financial_Equality_for_Women_2.5mb.pdf
[2] https://www.ft.com/content/984d952c-fea6-432f-8938-21e532d513d8
[1] https://twitter.com/RuthGoodwinG/status/1379846424981037067
[1] https://www.betterthancash.org/alliance-reports/reaching-financial-equality-for-women
[1] https://twitter.com/rahuljain7783/status/1381345639359991813
[1] https://www.indiatoday.in/world/story/faster-global-growth-driven-primarily-by-us-china-and-india-world-bank-president-1788417-2021-04-08
[1] https://www.navdanya.org/site/living-food/colonialism,-globalisation-are-at-the-roots-of-ecological-emergency,-farmers-distress
[1] https://twitter.com/secvilsack/status/1377969393804673033
[1] https://twitter.com/cfa_ind/status/1379762176466948098

Top URLs in Tweet in G8:
[8] https://www.reuters.com/article/us-imf-worldbank-outlook-idUSKBN2BT1MC
[7] https://www.reuters.com/article/climate-change-worldbank-exclusive-int/exclusive-world-bank-revises-climate-policy-but-stops-short-of-halting-fossil-fuel-funding-idUSKBN2BN3HE
[7] https://www.reuters.com/article/us-imf-worldbank-outlook/imf-sees-stronger-global-growth-as-some-covid-clouds-begin-to-clear-idUSKBN2BT1MC
[5] https://live.worldbank.org/key-green-transitions-climate-systems
[4] https://www.reuters.com/article/climate-change-worldbank-exclusive-int-idUSKBN2BN3HE
[4] https://www.worldbank.org/en/news/statement/2021/04/02/world-bank-group-president-statement-on-climate-change-action-plan
[4] https://www.reuters.com/article/us-imf-worldbank-tax/imf-officials-endorse-bidens-corporate-tax-hike-global-minimum-plan-idUSKBN2BU1YW
[3] https://blogs.worldbank.org/education/providing-inclusive-education-all-refugees-within-our-reach
[3] https://live.worldbank.org/key-green-transitions-climate-systems?cid=ECR_TT_worldbank_EN_EXT
[3] https://trib.al/TDQoecP

Top URLs in Tweet in G9:
[3] https://live.worldbank.org/key-green-transitions-climate-systems
[1] https://www.eventbrite.com/e/action-plan-for-financing-global-vaccination-sustainable-growth-tickets-148487308537
[1] https://twitter.com/IFC_org/status/1379403664557768711
[1] https://twitter.com/i/broadcasts/1eaKbnVZDVRKX
[1] https://twitter.com/intent/tweet?text=An%20Action%20Plan%20for%20Global%20Vaccination%20&%20Sustainable%20Growth%20-%20https://www.e3g.org/news/an-action-plan-for-global-vaccination-sustainable-growth/
[1] https://twitter.com/RockefellerFdn/status/1379433160094609420
[1] https://www.worldbank.org/en/publication/poverty-and-shared-prosperity
[1] https://www.financialexpress.com/economy/faster-global-growth-driven-primarily-by-us-china-and-india-world-bank-president/2229067/
[1] https://live.worldbank.org/
[1] https://www.weforum.org/events/global-technology-governance-summit-2021

Top URLs in Tweet in G10:
[2] https://blogs.worldbank.org/water/giving-companies-best-data-and-tool-tackle-worlds-water-quality-crisis
[2] https://zoom.us/meeting/register/tJcodeiorjspH9HiN0UrdiqaEq0D42tgD1hV?timezone_id=America%2FNew_York
[1] https://www.worldbank.org/en/events/2021/09/30/3rd-world-bank-tax-conference-new-tax-instruments
[1] http://wrld.bg/S2jV50Ecqmr
[1] http://wrld.bg/HDfn50EdEdS
[1] http://wrld.bg/y17U50EdLy7
[1] https://blogs.worldbank.org/opendata/size-asia-and-pacific-economy-based-purchasing-power-parities-results-international
[1] https://www.worldbank.org/en/news/statement/2021/04/02/world-bank-group-president-statement-on-climate-change-action-plan?cid=SHR_SitesShareTT_EN_EXT
[1] https://www.reuters.com/article/climate-change-worldbank-exclusive-int-idUSKBN2BN3HE?taid=606518baa0a3570001acb14d&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[1] https://twitter.com/lulex/status/1380147125699416067

Top Domains
Top Domains in Tweet in Entire Graph:
[723] worldbank.org
[358] reuters.com
[132] twitter.com
[124] priceofoil.org
[78] wrld.bg
[24] trib.al
[24] medium.com
[14] reut.rs
[13] globallandscapesforum.org
[11] bit.ly

Top Domains in Tweet in G1:
[128] worldbank.org
[118] priceofoil.org
[30] twitter.com
[22] reuters.com
[8] wrld.bg
[4] cgdev.org
[3] financeministersforclimate.org
[3] seasave.org
[3] bddy.me
[3] jordantimes.com

Top Domains in Tweet in G2:
[355] worldbank.org
[53] wrld.bg
[20] twitter.com
[6] reuters.com
[5] facebook.com
[5] tbsnews.net
[4] theguardian.com
[2] amazonaws.com
[2] globallandscapesforum.org
[2] bit.ly

Top Domains in Tweet in G3:
[51] worldbank.org
[29] reuters.com
[24] twitter.com
[19] medium.com
[8] wrld.bg
[6] priceofoil.org
[6] re-course.org
[4] co.uk
[3] bigshiftglobal.org
[3] baaghitv.com

Top Domains in Tweet in G4:
[175] reuters.com
[12] trib.al
[2] reut.rs
[1] nytimes.com
[1] linkedin.com

Top Domains in Tweet in G5:
[23] worldbank.org
[8] jhu.edu
[5] twitter.com
[2] bit.ly
[2] msn.com
[1] nytimes.com
[1] devex.com
[1] who.int
[1] theguardian.com
[1] cbslocal.com

Top Domains in Tweet in G6:
[37] worldbank.org
[11] globallandscapesforum.org
[3] twitter.com
[2] wrld.bg
[2] reuters.com
[1] youtube.com
[1] bit.ly
[1] dailynewspk.com
[1] foreststreesagroforestry.org

Top Domains in Tweet in G7:
[7] twitter.com
[5] aajtak.in
[4] amazonaws.com
[2] ft.com
[1] betterthancash.org
[1] indiatoday.in
[1] navdanya.org

Top Domains in Tweet in G8:
[56] reuters.com
[44] worldbank.org
[13] twitter.com
[3] trib.al
[3] nytimes.com
[2] reut.rs
[1] opportunitiesforyouth.org
[1] org.eg
[1] thehawk.in
[1] lnkd.in

Top Domains in Tweet in G9:
[5] worldbank.org
[5] twitter.com
[1] eventbrite.com
[1] financialexpress.com
[1] weforum.org
[1] theirworld.org
[1] bit.ly
[1] reuters.com

Top Domains in Tweet in G10:
[7] worldbank.org
[3] wrld.bg
[2] zoom.us
[1] reuters.com
[1] twitter.com
[1] aica.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[533] resilientrecovery
[379] cop26
[360] greenrecoverywbg
[304] parisagreement
[276] climateaction
[258] climatechange
[222] covid19
[163] stopfundingfossils
[146] worldbank
[90] climate



Top Hashtags in Tweet in G1:
[159] parisagreement
[125] cop26
[123] stopfundingfossils
[104] resilientrecovery
[85] climateaction
[56] covid19
[40] greenrecoverywbg
[35] climatechange
[29] climatecrisis
[24] foodsecurity

Top Hashtags in Tweet in G2:
[309] resilientrecovery
[246] greenrecoverywbg
[156] climatechange
[146] cop26
[134] climateaction
[95] covid19
[75] parisagreement
[52] un
[43] climateexplainer
[40] infrastructure

Top Hashtags in Tweet in G3:
[83] cop26
[54] resilientrecovery
[49] parisagreement
[38] stopfundingfossils
[34] covid19
[24] climate
[20] greenrecoverywbg
[19] g7
[19] climateaction
[18] stoploaningkenya

Top Hashtags in Tweet in G4:
[5] climatechange
[2] worldbank
[2] imf
[2] parisagreement
[1] foodsecurity
[1] youth
[1] climate
[1] fossilfuels
[1] climateaction

Top Hashtags in Tweet in G5:
[62] education
[20] teachers
[19] covid19
[8] smcso21
[6] covidvaccines
[4] smi
[4] resilientrecovery
[3] parisagreement
[3] climateaction
[2] sdg4

Top Hashtags in Tweet in G6:
[35] aralsea
[35] greenandgray
[23] resilientrecovery
[21] climatechange
[19] water
[18] techchallengeca
[15] greenrecoverywbg
[15] watersecure
[9] cop26
[9] climate

Top Hashtags in Tweet in G7:
[13] worldwithoutworldbank
[11] wbactionday
[9] worldbank
[6] 10actions4equality
[5] business
[5] doingbusiness
[4] gendergap
[2] financialinclusion
[2] sustainability
[2] cop26

Top Hashtags in Tweet in G8:
[33] worldbank
[9] imf
[6] climatechange
[4] climate
[4] india
[3] educaterefugees
[3] covid19
[3] climateaction
[3] indianeconomy
[3] emergingmarkets

Top Hashtags in Tweet in G9:
[31] happeningnow
[14] resilientrecovery
[12] springmeetings
[8] vaccine
[6] climateaction
[4] worldbank
[4] humandevelopment
[4] hdr2020
[3] greenrecoverywbg
[3] covid19

Top Hashtags in Tweet in G10:
[7] asia
[4] dyk
[4] chainlink
[3] extremepoor
[3] middleincomecountries
[2] resilientrecovery
[1] forest
[1] economicimpact
[1] covid19
[1] icpppp

Top Words
Top Words in Tweet in Entire Graph:
[3430] worldbank
[2208] climate
[1803] global
[1307] world
[1160] wbg_climate
[954] bank
[929] join
[899] group
[782] change
[773] more

Top Words in Tweet in G1:
[1547] worldbank
[558] climate
[384] world
[333] group
[284] bank
[261] change
[256] join
[215] spring
[214] global
[203] meetings

Top Words in Tweet in G2:
[952] wbg_climate
[885] climate
[676] worldbank
[431] join
[422] green
[375] world
[315] group
[309] #resilientrecovery
[305] people
[303] change

Top Words in Tweet in G3:
[569] worldbank
[419] climate
[309] davidmalpasswbg
[220] global
[165] world
[164] group
[155] more
[148] finance
[138] change
[134] action

Top Words in Tweet in G4:
[391] reuters
[329] global
[252] international
[252] monetary
[252] fund
[178] growth
[146] 1970s
[142] year
[114] raised
[106] tax

Top Words in Tweet in G5:
[252] global
[175] education
[163] worldbank
[110] unicef
[95] pandemic
[94] protect
[93] johnshopkins
[92] addressing
[92] vulnerable
[91] recovery

Top Words in Tweet in G6:
[184] worldbankwater
[94] worldbank
[70] water
[63] global
[52] risk
[50] energy
[49] nearly
[48] report
[48] go
[48] worldâ

Top Words in Tweet in G7:
[274] farmers
[98] drvandanashiva
[92] small
[92] result
[91] extinction
[91] big
[91] war
[91] against
[91] land
[91] crisis

Top Words in Tweet in G8:
[69] global
[38] world
[38] climate
[37] bank
[32] #worldbank
[26] growth
[23] imf
[21] tax
[20] minimum
[18] policy

Top Words in Tweet in G9:
[79] global
[59] worldbank
[54] sirneobranson
[53] nsagov
[53] g8
[52] rockefellerfdn
[52] g7
[49] ukenyatta
[41] bbcworld
[41] cyber

Top Words in Tweet in G10:
[32] global
[28] worldbankdata
[26] world
[25] worldbank
[17] poverty
[17] wef
[15] know
[15] many
[15] non
[15] poor

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[881] world,bank
[755] climate,change
[511] bank,group
[439] spring,meetings
[331] covid,19
[331] worldbank,group
[327] fossil,fuel
[310] food,systems
[298] international,monetary
[297] people,planet

Top Word Pairs in Tweet in G1:
[275] world,bank
[260] climate,change
[244] bank,group
[196] spring,meetings
[155] fossil,fuel
[139] research,shows
[139] shows,worldbank
[139] worldbank,directed
[139] directed,more
[139] more,billion

Top Word Pairs in Tweet in G2:
[295] climate,change
[246] world,bank
[188] bank,group
[165] people,planet
[160] economic,recovery
[156] spring,meetings
[138] food,systems
[136] climate,debt
[126] worldbank,group
[125] debt,vaccines

Top Word Pairs in Tweet in G3:
[132] climate,change
[96] world,bank
[92] worldbank,group
[80] climate,action
[80] prince,william
[77] davidmalpasswbg,climateenvoy
[75] climateenvoy,prince
[75] william,kensingtonroyal
[72] join,davidmalpasswbg
[72] kensingtonroyal,many

Top Word Pairs in Tweet in G4:
[252] international,monetary
[252] monetary,fund
[114] fund,raised
[93] global,economy
[92] economy,well
[92] well,way
[92] way,best
[92] best,year
[92] year,1970s
[92] 1970s,according

Top Word Pairs in Tweet in G5:
[140] global,education
[91] education,catastrophe
[90] pandemic,caused
[90] caused,global
[90] catastrophe,desperately
[90] desperately,needs
[90] needs,addressing
[90] addressing,protect
[90] protect,vulnerable
[89] unicefchief,pandemic

Top Word Pairs in Tweet in G6:
[48] worldâ,pop
[34] joint,report
[34] report,worldbank
[31] over,80
[31] 80,global
[31] without,adequate
[31] adequate,treatment
[31] treatment,vast
[31] vast,amounts
[31] worldbank,worldresources

Top Word Pairs in Tweet in G7:
[91] extinction,small
[91] small,farmers
[91] farmers,result
[91] result,big
[91] war,against
[91] against,farmers
[91] farmers,land
[91] land,farmers
[91] farmers,crisis
[90] drvandanashiva,extinction

Top Word Pairs in Tweet in G8:
[33] world,bank
[17] global,growth
[15] stops,short
[14] fossil,fuel
[13] bank,revises
[13] revises,climate
[13] policy,stops
[13] short,halting
[13] halting,fossil
[13] fuel,funding

Top Word Pairs in Tweet in G9:
[41] sirneobranson,nsagov
[41] nsagov,bbcworld
[41] bbcworld,cyber
[41] cyber,defenseintel
[41] defenseintel,icegov
[41] icegov,forbestech
[41] forbestech,g7
[41] g7,g8
[41] g8,avengers
[41] avengers,ukenyatta

Top Word Pairs in Tweet in G10:
[15] know,many
[15] many,non
[15] non,poor
[15] poor,households
[15] households,one
[15] one,shock
[15] shock,away
[15] away,falling
[15] falling,poverty
[15] poverty,number

Top Replied-To
Top Replied-To in Entire Graph:
@worldbank
@wbg_climate
@sirneobranson
@aloksharma_rdg
@davidmalpasswbg
@g8fist
@damilolasdg7
@un
@dominicraab
@avaaz

Top Replied-To in G1:
@worldbank
@wbg_climate
@dominicraab
@un
@damilolasdg7
@rbreich
@fidic
@zacgoldsmith
@potsinker
@canadianpm

Top Replied-To in G2:
@worldbank
@wbg_climate
@damilolasdg7
@un
@worldbanksasia
@actisllp
@topnigel
@aloksharma_rdg
@g_stordalen

Top Replied-To in G3:
@worldbank
@davidmalpasswbg
@aloksharma_rdg
@avaaz
@drtedros
@delarueplc
@ustreasury
@worldbankkenya
@bigshiftglobal
@hamrozjumaev

Top Replied-To in G4:
@reuters

Top Replied-To in G5:
@lffriedman
@rogerfedererfdn
@undp
@spoljaricm
@unicefchief
@gemreport
@just_to_join_in

Top Replied-To in G6:
@icraf
@nestle
@globallf

Top Replied-To in G7:
@drvandanashiva
@worldbank
@cnnpolitics
@marketinfra
@bhanuchamoli

Top Replied-To in G9:
@sirneobranson
@g8fist
@shonadmcdermott
@rockefellerfdn
@richardbranson

Top Replied-To in G10:
@devex
@merveerdill
@bvmorris81
@dharma2x

Top Mentioned
Top Mentioned in Entire Graph:
@worldbank
@wbg_climate
@davidmalpasswbg
@reuters
@imfnews
@un
@worldbankwater
@climateenvoy
@ifc_org
@unicef

Top Mentioned in G1:
@worldbank
@imfnews
@wbg_climate
@dominicraab
@un
@g_stordalen
@eatf
@guyryder
@davidmalpasswbg
@nadiacalvino

Top Mentioned in G2:
@wbg_climate
@worldbank
@un
@imfnews
@davidmalpasswbg
@ifc_org
@mari_pangestu
@agnes_kalibata
@svonfriedeburg

Top Mentioned in G3:
@worldbank
@davidmalpasswbg
@climateenvoy
@kensingtonroyal
@wbg_climate
@aloksharma_rdg
@imfnews
@priceofoil
@eafxntjfkqunogl

Top Mentioned in G4:
@reuters
@reutersworld
@worldbank
@sominisengupta
@mgwin46
@oxfam
@deepalisriv
@recourseteam
@imfnews
@wbg_climate

Top Mentioned in G5:
@worldbank
@unicef
@johnshopkins
@unicefchief
@wbg_education
@jaimesaavedra22
@educannotwait
@rogerfedererfdn
@yasminesherif1
@ifc_org

Top Mentioned in G6:
@worldbankwater
@worldbank
@worldresources
@wbg_climate
@worldbankeca
@carmennonay
@globallf
@wbg_environment
@plugandplaytc
@icraf

Top Mentioned in G7:
@drvandanashiva
@worldbank
@cfa_ind
@indiatoday
@pmoindia
@majuvarghese
@betterthan_cash
@abpnews
@aajtak
@financialtimes

Top Mentioned in G8:
@bancomundialmx

Top Mentioned in G9:
@worldbank
@g7
@rockefellerfdn
@nsagov
@bbcworld
@cyber
@defenseintel
@icegov
@forbestech
@un

Top Mentioned in G10:
@worldbankdata
@worldbank
@wef
@theeconomist
@swamy39
@odi_global
@bagaluesunab
@unicef
@gatesfoundation
@pontifex

Top Tweeters
Top Tweeters in Entire Graph:
@jornalistavitor
@filafresh
@rashidaldosari
@3_i_n
@kat4obama
@geoffrey_payne
@femtech_
@rjber15
@szilviade_
@7b73f39b85e1415

Top Tweeters in G1:
@jornalistavitor
@5fec93919a544d3
@wqqn
@nilimajumder
@dgendvil
@kinshasaweb
@amuraovonn
@wadakashiho
@dhinakaranrajan
@wwf

Top Tweeters in G2:
@filafresh
@szilviade_
@beverly21811568
@johangreg
@viralvideovlogs
@dev_discourse
@ksp_libs
@lalojimjuarez
@tzdiscovery
@rcastle06

Top Tweeters in G3:
@3_i_n
@7b73f39b85e1415
@meruemgi
@caligirlleftie
@john1966olsen
@khuze_elikhulu
@finanzlinkscom
@bangtanourstars
@saudtalreyami
@andytoronto

Top Tweeters in G4:
@rashidaldosari
@kat4obama
@geoffrey_payne
@world_news_eng
@lechatnoire4
@b1e56df9ce6549f
@scheerenberger
@vedehimajumdar
@habbradley
@pelopez1

Top Tweeters in G5:
@guardian
@goodvibesonly77
@kumar_ranjeet
@education_24x7
@warmicha8
@mukeshjune
@ohohuh1
@lavenderrf20
@alexanderrusso
@alonzsilva

Top Tweeters in G6:
@majowski1959
@ana_captures
@vetrepreneurone
@may_gun
@jane__eden
@techaggreg
@qtweather
@januszcwikla
@janaabzeo
@commbank

Top Tweeters in G7:
@httweets
@indiatoday
@bcci
@ndtv
@indianexpress
@timesnow
@aajtak
@etnowlive
@indiatodayflash
@republic

Top Tweeters in G8:
@dal0028751
@dwatchnews
@charlierichmond
@shehzadyounis
@whatmoney1
@kazminutes2020
@drogon_dracarys
@aj_jobs
@ahramonline
@sakalmedianews

Top Tweeters in G9:
@rosenchild
@bycardenadenis
@financialxpress
@bbcworld
@hubbucket
@zimrirosas
@zubairabbasi
@cnnmoney
@forbestech
@fredwhitecap

Top Tweeters in G10:
@petchary
@bagaluesunab
@theeconomist
@rsnunez
@salhaj
@wef
@emweeklyrpt
@essexpr
@a_donna
@lulex