Worldbank (environment OR climate OR warming OR ecological OR planet OR global), Twitter, 8/31/2020 3:30:10 PM, 234018


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Worldbank (environment OR climate OR warming OR ecological OR planet OR global)_2020-08-31_06-42-36.
Worldbank (environment OR climate OR warming OR ecological OR planet OR global)_2020-08-31_06-42-36.
From:
NodeXLExcelAutomator
Uploaded on:
August 31, 2020
Short Description:
Worldbank (environment OR climate OR warming OR ecological OR planet OR global) via NodeXL https://bit.ly/2DdxBEf
@worldbank
@wbg_climate
@wbg_energy
@ipobosisiomalga
@worldbankwater
@wbg_cities
@ifc_org
@adelgersaikhan
@uyanga_ts
@leonardo_md1

Top hashtags:
#covid19

Description:
Description
The graph represents a network of 3,151 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, 31 August 2020 at 13:46 UTC.

The requested start date was Monday, 31 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 13-day, 22-hour, 59-minute period from Monday, 17 August 2020 at 01:00 UTC to Monday, 31 August 2020 at 00:00 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

The graph is directed.

The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.

The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.


Author Description


Overall Graph Metrics
Vertices : 3151
Unique Edges : 2693
Edges With Duplicates : 5960
Total Edges : 8653
Number of Edge Types : 5
Retweet : 2514
MentionsInRetweet : 4048
Mentions : 1636
Replies to : 130
Tweet : 325
Self-Loops : 341
Reciprocated Vertex Pair Ratio : 0.0110976594027441
Reciprocated Edge Ratio : 0.0219517062462582
Connected Components : 131
Single-Vertex Connected Components : 64
Maximum Vertices in a Connected Component : 2776
Maximum Edges in a Connected Component : 8172
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.477705
Graph Density : 0.000504853586414996
Modularity : 0.483161
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 3,151 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, 31 August 2020 at 13:46 UTC.

The requested start date was Monday, 31 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 13-day, 22-hour, 59-minute period from Monday, 17 August 2020 at 01:00 UTC to Monday, 31 August 2020 at 00:00 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : Worldbank (environment OR climate OR warming OR ecological OR planet OR global)
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[146] https://openknowledge.worldbank.org/bitstream/handle/10986/29865/126579-Public-on-5-30-18-WorldBank-GenderInequality-Brief-v13.pdf?sequence=1&isAllowed=y
[16] http://wrld.bg/EpFw30qXgLc
[15] https://www.worldbank.org/en/events/2020/08/07/world-water-week-2020
[12] https://blogs.worldbank.org/opendata/updated-estimates-impact-covid-19-global-poverty
[11] https://www.reuters.com/article/us-worldbank-data-review-idUSKBN25N28J?taid=5f47eb526a7c4e00014c94ea&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[8] https://www.reuters.com/article/us-worldbank-data-review-idUSKBN25N28J?taid=5f481a59eeb1e900012d2b75&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[8] https://us02web.zoom.us/webinar/register/1215976179296/WN_QJ0jP87YQ0yT-12m7L7e5w
[7] http://wrld.bg/pAyD30r2Ds6
[7] https://blogs.worldbank.org/voices/force-development-new-world-bank-online-course-explores-potential-global-value-chains?cid=dec_tt_research_en_ext
[7] https://www.worldbank.org/en/news/feature/2020/06/08/the-global-economic-outlook-during-the-covid-19-pandemic-a-changed-world?cid=SHR_SitesShareTT_EN_EXT

Top URLs in Tweet in G1:
[146] https://openknowledge.worldbank.org/bitstream/handle/10986/29865/126579-Public-on-5-30-18-WorldBank-GenderInequality-Brief-v13.pdf?sequence=1&isAllowed=y
[6] https://blogs.worldbank.org/digital-development/keeping-cool-while-mitigating-climate-change?cid=IFC_TT_IFC_EN_EXT?cid=SHR_BlogSiteShare_EN_EXT
[6] https://blogs.worldbank.org/opendata/understanding-depth-2020-global-recession-5-charts?cid=EXT_WBBlogTweetableShare_D_EXT
[5] http://wrld.bg/r61E30qKI8n
[5] https://www.worldbank.org/en/news/feature/2020/06/08/the-global-economic-outlook-during-the-covid-19-pandemic-a-changed-world?cid=SHR_SitesShareTT_EN_EXT
[4] https://blogs.worldbank.org/opendata/understanding-global-debt-relieving-covid-19-impact-most-vulnerable?cid=ECR_TT_worldbank_EN_EXT
[4] https://blogs.worldbank.org/voices/youthoncovid19-young-peoples-resilience-boost-we-need-right-now?cid=ECR_TT_worldbank_EN_EXT
[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=ECR_TT_worldbank_EN_EXT
[4] http://wrld.bg/kvuK30r4rlz
[3] https://www.foreignaffairs.com/articles/united-states/2020-08-06/coronavirus-depression-global-economy

Top URLs in Tweet in G2:
[11] http://wrld.bg/EpFw30qXgLc
[5] https://www.undp.org/content/undp/en/home/librarypage/poverty-reduction/private_sector/catalyzing-private-sector-investment-in-climate-smart-cities.html
[4] https://blogs.worldbank.org/climatechange/building-back-better-after-covid-19-how-social-protection-can-help-countries-prepare?CID=CCG_TT_climatechange_EN_EXT
[4] https://www.worldbank.org/en/news/feature/2020/06/29/climate-finance-protects-the-vulnerable?CID=CCG_TT_climatechange_EN_EXT
[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] https://www.worldbank.org/en/news/feature/2019/05/24/renewal-of-tunisian-oases-creates-jobs-boosts-climate-resilience?CID=CCG_TT_climatechange_EN_EXT
[3] https://www.worldbank.org/en/news/feature/2020/06/15/climate-finance-drives-action-on-the-ground?CID=CCG_TT_climatechange_EN_EXT
[3] http://wrld.bg/s9c830qQU1d
[3] http://wrld.bg/e2gE30r15r8
[2] http://wrld.bg/YAk630r1vcM

Top URLs in Tweet in G3:
[6] http://5starinnovation.com/hamburg-g20-leaders-innovations-needed-for-better-home-loan-interest-rate-management/
[4] http://www.worldbank.org/en/news/feature/2015/03/18/5-ways-reduce-drivers-climate-change?cid=CCG_TTccgEN_D_EXT
[3] https://bit.ly/339h2nz
[2] https://www.bloombergquint.com/global-economics/world-bank-probes-irregularities-in-ease-of-business-report-data
[2] https://www.disasterprotection.org/latest-news/funding-covid-19-response-tracking-global-humanitarian-and-development-flows-to-meet-crisis-needs
[1] https://twitter.com/MaziNnamdiKanu/status/1298524303760269313
[1] https://twitter.com/ProfMattEngland/status/1299532702740217856
[1] https://www.reuters.com/article/us-worldbank-data-review/world-bank-halts-country-business-climate-rankings-to-probe-data-irregularities-idUSKBN25N28J
[1] http://www.bbc.com/travel/story/20200825-the-remote-hideout-of-the-world-bank?referer=https%3A%2F%2Fwww.bbc.com%2F
[1] https://www.globalinnovationindex.org/gii-blog/2020/where-does-the-global-innovation-index-get-its-data--b236

Top URLs in Tweet in G4:
[13] https://www.worldbank.org/en/events/2020/08/07/world-water-week-2020
[8] https://us02web.zoom.us/webinar/register/1215976179296/WN_QJ0jP87YQ0yT-12m7L7e5w
[3] https://blogs.worldbank.org/water/eight-reasons-why-partnerships-are-vital-water
[3] http://wrld.bg/EpFw30qXgLc
[2] https://www.worldwaterweek.org/event/9492-urban-water-resilience-under-covid-19-what-happens-next
[2] https://www.worldwaterweek.org/event/9489-breaking-silos---across-sectors-and-boundaries
[2] https://www.thehindu.com/news/national/covid-19-will-lead-to-67-million-additional-wasted-children-say-global-bodies/article32215435.ece
[1] http://www.worldbank.org/en/news/feature/2019/03/21/green-and-gray?CID=WAT_TT_Water_EN_EXT
[1] http://wrld.bg/GM4m50B9W48
[1] https://twitter.com/sida/status/1298874209653927937

Top URLs in Tweet in G5:
[3] https://ccacoalition.org/en/news/groundbreaking-study-set-measure-multiple-benefits-clean-cookstoves?_scpsug=crawled,2984270,en_3b680a944aeebbbf88648e0b4e025a150f79db39502079c590843f237a08183c#_scpsug=crawled,2984270,en_3b680a944aeebbbf88648e0b4e025a150f79db39502079c590843f237a08183c
[3] https://www.worldbank.org/en/topic/energy/publication/solar-photovoltaic-power-potential-by-country?cid=eae_tt_energy_en_ext
[3] 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/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
[1] https://www.worldbank.org/egps
[1] http://wrld.bg/wyP450AH2iS?cid=eae_tt_energy_en_ext
[1] https://www.youtube.com/watch?v=Umq5pICThDM&feature=youtu.be

[1] https://twitter.com/MLiebreich/status/1286039402226081793
[1] https://twitter.com/CJacksonProtium/status/1297803858303909888

Top URLs in Tweet in G6:
[4] http://wrld.bg/JJl450B1l7F?cid=afr_tt_wbafrica_en_ext
[3] http://wrld.bg/pAyD30r2Ds6
[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=env_tt_environment_en_ext
[3] 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
[2] https://www.worldbank.org/en/news/immersive-story/2020/07/01/air-pollution-locked-down-by-covid-19-but-not-arrested?CID=ENV_TT_Environment_EN_EXT
[2] https://www.ggfrdata.org/
[2] http://wrld.bg/wyP450AH2iS?cid=afr_tt_wbafrica_en_ext
[2] https://message.worldbank.org/isp_error_page.htm
[1] http://wrld.bg/uDBY30r3Uyv?cid=env_tt_environment_en_ext
[1] http://wrld.bg/2UwA50AwIdq?cid=env_tt_environment_en_ext

Top URLs in Tweet in G7:
[4] http://wrld.bg/JJl450B1l7F?cid=spl_tt_splabor_en_ext
[2] https://blogs.worldbank.org/voices/force-development-new-world-bank-online-course-explores-potential-global-value-chains?cid=pov_tt_poverty_en_ext
[2] http://wrld.bg/kvuK30r4rlz
[1] https://www.worldbank.org/en/topic/socialprotectionandjobs/publication/sourcebook-on-the-foundations-of-social-protection-delivery-systems?cid=pov_tt_poverty_en_ext
[1] https://blogs.worldbank.org/psd/how-can-digital-financial-services-help-world-coping-covid-19?cid=pov_tt_poverty_en_ext
[1] https://blogs.worldbank.org/developmenttalk/new-poor-are-different-who-they-are-and-why-it-matters?cid=pov_tt_poverty_en_ext
[1] https://www.worldbank.org/en/research/publication/global-productivity?cid=pov_tt_poverty_en_ext
[1] https://blogs.worldbank.org/opendata/understanding-global-debt-relieving-covid-19-impact-most-vulnerable?cid=pov_tt_poverty_en_ext
[1] 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=pov_tt_poverty_en_ext
[1] https://blogs.worldbank.org/climatechange/building-back-better-after-covid-19-how-social-protection-can-help-countries-prepare?cid=pov_tt_poverty_en_ext

Top URLs in Tweet in G8:
[3] http://wrld.bg/JJl450B1l7F?cid=job_tt_jobs_en_ext
[2] http://jobsanddevelopmentconference.org/
[2] https://www.jbs.cam.ac.uk/faculty-research/centres/alternative-finance/research/live-research-surveys/
[1] https://www.who.int/healthinfo/universal_health_coverage/report/uhc_report_2019.pdf?ua=1
[1] https://twitter.com/TheEconomist/status/1299652044257742848
[1] http://wrld.bg/lvPT50ASSjW?cid=afr_tt_nigeria_en_ext
[1] http://wrld.bg/BALE50B0Q2a?cid=afr_tt_nigeria_en_ext
[1] https://blogs.worldbank.org/energy/regional-electricity-trade-key-unleashing-west-africas-power?cid=afr_tt_nigeria_en_ext
[1] http://wrld.bg/Im3950B31RJ?cid=afr_tt_wbafrica_en_ext
[1] http://wrld.bg/Went50AVUr8?cid=afr_tt_nigeria_en_ext

Top URLs in Tweet in G9:
[5] https://documents.worldbank.org/en/publication/documents-reports/documentdetail/179101596519553908/catalyzing-private-sector-investment-in-climate-smart-cities
[3] https://twitter.com/WorldBank/status/1299512334562537480
[2] https://blogs.worldbank.org/developmenttalk/new-poor-are-different-who-they-are-and-why-it-matters
[2] https://www.worldbank.org/en/news/feature/2020/08/26/reaping-the-rewards-of-sustainable-land-use?cid=ccg_tt_climatechange_en_ext
[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] https://blogs.worldbank.org/sustainablecities/3-ways-beat-heat-european-cities
[1] 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] http://wrld.bg/EpFw30qXgLc
[1] http://wrld.bg/Kv6k30qRCIH
[1] https://blogs.worldbank.org/ja/voices/our-planet-aging-fast-how-can-cities-be-ready

Top URLs in Tweet in G10:
[3] https://blogs.worldbank.org/voices/force-development-new-world-bank-online-course-explores-potential-global-value-chains
[2] https://uk.reuters.com/article/us-worldbank-data-review/world-bank-halts-country-business-climate-rankings-to-probe-data-irregularities-idUKKBN25N28J
[1] https://www.worldbank.org/ja/publication/global-economic-prospects
[1] https://twitter.com/worldbank/status/1295208796927725569
[1] https://twitter.com/WBG_Gender/status/1294697877776859140
[1] https://icsid.worldbank.org/cases/case-database/case-detail?CaseNo=ARB/16/16
[1] https://www.worldbank.org/en/research/publication/global-productivity
[1] https://blogs.worldbank.org/opendata/impact-covid-19-coronavirus-global-poverty-why-sub-saharan-africa-might-be-region-hardest
[1] https://openknowledge.worldbank.org/handle/10986/33809
[1] https://blogs.worldbank.org/voices/force-development-new-world-bank-online-course-explores-potential-global-value-chains/?cid=EXT_WBBlogTweetableShare_D_EXT

Top Domains
Top Domains in Tweet in Entire Graph:
[558] worldbank.org
[134] wrld.bg
[61] twitter.com
[47] reuters.com
[9] zoom.us
[8] edx.org
[6] climateforesight.eu
[6] 5starinnovation.com
[6] bit.ly
[6] medium.com

Top Domains in Tweet in G1:
[247] worldbank.org
[17] twitter.com
[12] wrld.bg
[4] edx.org
[3] foreignaffairs.com
[3] ac.uk
[2] cenfa.org
[2] pipit.global
[1] climateforesight.eu
[1] bigshiftglobal.org

Top Domains in Tweet in G2:
[64] worldbank.org
[54] wrld.bg
[5] undp.org
[4] twitter.com
[1] miga.org
[1] newmessage.org
[1] medium.com
[1] we-fi.org
[1] google.com
[1] solarunlimitednetwork.com

Top Domains in Tweet in G3:
[9] worldbank.org
[8] twitter.com
[6] 5starinnovation.com
[3] bit.ly
[2] bloombergquint.com
[2] disasterprotection.org
[1] reuters.com
[1] bbc.com
[1] globalinnovationindex.org
[1] google.com

Top Domains in Tweet in G4:
[17] worldbank.org
[8] zoom.us
[4] worldwaterweek.org
[4] wrld.bg
[2] thehindu.com
[1] twitter.com
[1] reliefweb.int

Top Domains in Tweet in G5:
[11] worldbank.org
[3] ccacoalition.org
[2] twitter.com
[1] wrld.bg
[1] youtube.com

Top Domains in Tweet in G6:
[29] wrld.bg
[23] worldbank.org
[2] ggfrdata.org
[1] ow.ly
[1] bit.ly
[1] spoti.fi
[1] apple.co
[1] mailchi.mp
[1] milaap.org
[1] p-y.tm

Top Domains in Tweet in G7:
[19] worldbank.org
[11] wrld.bg
[1] edx.org
[1] cgap.org
[1] ow.ly
[1] twitter.com
[1] realclearmarkets.com
[1] forbes.com

Top Domains in Tweet in G8:
[9] wrld.bg
[3] twitter.com
[3] worldbank.org
[2] jobsanddevelopmentconference.org
[2] ac.uk
[1] who.int
[1] medium.com
[1] bit.ly
[1] substack.com

Top Domains in Tweet in G9:
[13] worldbank.org
[3] twitter.com
[2] wrld.bg

Top Domains in Tweet in G10:
[36] worldbank.org
[9] twitter.com
[8] reuters.com
[2] linkedin.com
[1] goodnewsnetwork.org
[1] cambridge.org
[1] globalclimateforum.org
[1] edx.org
[1] blogspot.com
[1] furtherafrica.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[548] covid19
[180] gvcs
[119] trade
[87] biafrakillings
[63] worldbank
[52] climatechange
[44] parisagreement
[44] nigeria
[42] youth4globalaction
[42] covid



Top Hashtags in Tweet in G1:
[178] covid19
[59] gvcs
[58] trade
[28] womenandtrade
[24] foodsystem
[24] hunger
[18] covid
[16] nigeria
[16] youthoncovid19
[14] youth4globalaction

Top Hashtags in Tweet in G2:
[120] covid19
[35] parisagreement
[24] climatesmart
[22] sustainablerecovery
[17] socialprotection
[17] bangladesh
[17] tunisia
[13] technology
[13] climateactionwbg
[8] climatechange

Top Hashtags in Tweet in G3:
[87] biafrakillings
[12] covid19
[6] fintech
[5] mortgagestress
[4] g20
[4] gii2020
[4] trade
[4] education
[4] climatechange
[4] actonclimate

Top Hashtags in Tweet in G4:
[40] covid19
[36] wwweek
[20] water
[6] gvcs
[5] trade
[5] climatechange
[4] tunisia
[4] climate
[4] standingtogetherfornutrition
[3] womenandtrade

Top Hashtags in Tweet in G5:
[16] solar
[6] sdg7
[5] covid19
[5] egps
[3] cleancooking
[3] cleanenergy
[3] gasflaring
[2] trackingsdg7
[2] leavenoonebehind
[2] renewableenergy

Top Hashtags in Tweet in G6:
[33] covid19
[26] gvcs
[10] trade
[8] development
[6] balancedfuture
[6] climatesmart
[5] wdr2020
[5] openlearningcampus
[5] mooc
[5] learnfromhome

Top Hashtags in Tweet in G7:
[36] gvcs
[16] covid19
[11] trade
[10] development
[9] socialprotection
[9] learnfromhome
[9] wdr2020
[8] openlearningcampus
[8] mooc
[6] egps

Top Hashtags in Tweet in G8:
[24] youth4globalaction
[24] nigeria
[19] covid19
[13] fintech
[10] gvcs
[6] jobs
[6] poverty
[6] jobs4dev
[6] policy
[5] trade

Top Hashtags in Tweet in G9:
[64] covid19
[19] climatechange
[8] climatesmart
[5] resilient
[2] dyk
[2] reflectiveroofing
[2] sustainable
[2] womenandtrade
[2] climateactionwbg
[2] tunisia

Top Hashtags in Tweet in G10:
[12] worldbank
[3] covid19
[3] environment
[2] climate
[2] wdr2020
[2] mooc
[2] development
[2] sustainability
[2] who
[1] charity

Top Words
Top Words in Tweet in Entire Graph:
[1649] global
[1305] worldbank
[548] #covid19
[481] world
[472] climate
[436] gt
[399] countries
[360] antgrasso
[331] more
[284] wbg_climate

Top Words in Tweet in G1:
[790] worldbank
[547] global
[401] gt
[360] antgrasso
[178] #covid19
[147] gender
[147] inequality
[146] price
[133] link
[132] source

Top Words in Tweet in G2:
[262] global
[200] wbg_climate
[166] ifc_org
[162] worldbank
[137] climate
[120] #covid19
[119] finance
[96] more
[92] young
[91] professionals

Top Words in Tweet in G3:
[145] global
[92] realdonaldtrump
[87] #biafrakillings
[87] conspiracy
[87] telling
[87] eu
[87] netanyahu
[87] secpompeo
[86] ipobosisiomalga
[59] worldbank

Top Words in Tweet in G4:
[112] worldbankwater
[101] climate
[101] water
[81] join
[73] global
[60] worldbank
[58] change
[51] security
[40] sanitation
[40] #covid19

Top Words in Tweet in G5:
[154] countries
[134] global
[125] wbg_energy
[118] energy
[88] solar
[66] 20
[66] population
[66] live
[66] 70
[66] excellent

Top Words in Tweet in G6:
[66] global
[33] #covid19
[33] worldbankafrica
[31] more
[26] #gvcs
[24] data
[21] worldbank
[20] value
[20] chains
[20] find

Top Words in Tweet in G7:
[65] global
[36] #gvcs
[35] value
[34] countries
[34] online
[31] course
[28] chains
[22] find
[22] worldbank
[22] learn

Top Words in Tweet in G8:
[51] global
[32] health
[26] support
[25] wbg_nigeria
[24] we've
[24] seen
[24] #youth4globalaction
[24] rise
[24] omeiza
[24] #nigeria

Top Words in Tweet in G9:
[104] urban
[73] wbg_cities
[64] #covid19
[64] global
[52] one
[51] live
[50] poor
[50] areas
[49] economic
[48] result

Top Words in Tweet in G10:
[32] global
[29] world
[20] bank
[15] business
[12] #worldbank
[11] climate
[10] data
[9] country
[8] probe
[8] irregularities

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[278] gt,gt
[220] world,bank
[217] global,value
[209] value,chains
[158] young,professionals
[156] professionals,program
[146] global,price
[146] price,gender
[146] gender,inequality
[144] online,course

Top Word Pairs in Tweet in G1:
[266] gt,gt
[146] global,price
[146] price,gender
[146] gender,inequality
[132] inequality,source
[132] source,worldbank
[132] worldbank,link
[132] link,gt
[131] gt,antgrasso
[108] antgrasso,global

Top Word Pairs in Tweet in G2:
[91] young,professionals
[90] professionals,program
[84] program,recruiting
[64] recruiting,roles
[62] roles,ifc_org
[62] ifc_org,miga
[62] miga,encourage
[62] encourage,qualified
[62] qualified,candidates
[61] global,career

Top Word Pairs in Tweet in G3:
[87] #biafrakillings,global
[87] global,conspiracy
[87] conspiracy,telling
[87] telling,eu
[87] eu,realdonaldtrump
[87] realdonaldtrump,netanyahu
[87] netanyahu,secpompeo
[86] ipobosisiomalga,#biafrakillings
[13] global,trade
[12] wef,worldbank

Top Word Pairs in Tweet in G4:
[57] climate,change
[44] water,security
[30] global,water
[30] security,sanitation
[30] sanitation,partnership
[30] partnership,2030wrg
[30] 2030wrg,increasing
[30] increasing,stakeholder
[30] stakeholder,cooperation
[28] worldbankwater,global

Top Word Pairs in Tweet in G5:
[85] solar,energy
[66] 20,global
[66] global,population
[66] population,live
[66] live,70
[66] 70,countries
[66] countries,excellent
[66] excellent,conditions
[65] wbg_energy,20
[50] conditions,solar

Top Word Pairs in Tweet in G6:
[20] global,value
[20] value,chains
[19] chains,#gvcs
[13] online,course
[11] see,data
[10] free,online
[10] global,progress
[9] left,reach
[8] don,miss
[8] miss,global

Top Word Pairs in Tweet in G7:
[35] global,value
[31] online,course
[28] value,chains
[25] chains,#gvcs
[15] delivery,systems
[13] free,online
[11] learn,global
[11] #gvcs,shape
[11] globe,sign
[11] sign,online

Top Word Pairs in Tweet in G8:
[24] we've,seen
[24] seen,#youth4globalaction
[24] #youth4globalaction,rise
[24] rise,omeiza
[24] omeiza,#nigeria
[24] #nigeria,calls
[24] calls,support
[24] support,entrepreneurship
[22] wbg_nigeria,we've
[22] entrepreneurship,#resilientrec

Top Word Pairs in Tweet in G9:
[50] urban,areas
[48] one,result
[48] result,#covid19
[48] #covid19,30
[48] 30,global
[48] global,poor
[48] poor,live
[48] live,urban
[48] areas,economic
[48] economic,slowdown

Top Word Pairs in Tweet in G10:
[20] world,bank
[8] business,climate
[8] probe,data
[7] bank,halts
[7] halts,country
[7] country,business
[6] climate,rankings
[6] rankings,probe
[6] data,irregularities
[4] global,value

Top Replied-To
Top Replied-To in Entire Graph:
@worldbank
@sanatansanjeev
@eu_env
@granite
@arthur_eckart
@lorenzof92sm
@robertanutr
@kgeorgieva
@makandicarol
@stuallen5

Top Replied-To in G1:
@worldbank
@lorenzof92sm
@robertanutr
@lshtm_planet
@sunjkalawoffice
@bahjaashuriye
@nef

Top Replied-To in G2:
@eu_env
@wbg_climate
@miga
@onnozeiaar
@thegcf

Top Replied-To in G3:
@sanatansanjeev
@worldbank
@kgeorgieva
@makandicarol
@antonioguterres
@ugandadebtnet
@ani_digital
@wef
@dailynation
@gitagopinath

Top Replied-To in G6:
@tommasomure
@worldbankafrica
@morakinyo1tunde
@wbg_environment

Top Replied-To in G7:
@arizonadmk
@realdagimasrat
@stevenmnuchin1

Top Replied-To in G9:
@globalrescities

Top Mentioned
Top Mentioned in Entire Graph:
@worldbank
@wbg_climate
@ifc_org
@antgrasso
@wbg_energy
@worldbankwater
@un
@wbg_cities
@realdonaldtrump
@eu

Top Mentioned in G1:
@worldbank
@antgrasso
@antgrasso_it
@wbg_gov
@mvollmer1
@mameannanb
@andrewincontact
@wbg_climate
@etkelley419

Top Mentioned in G2:
@wbg_climate
@ifc_org
@worldbank
@miga
@svonfriedeburg
@undp
@wbg_ida
@unfccc
@iucn
@cop26

Top Mentioned in G3:
@un
@realdonaldtrump
@eu
@netanyahu
@secpompeo
@ipobosisiomalga
@worldbank
@imfnews
@wto
@wef

Top Mentioned in G4:
@worldbankwater
@worldbank
@siwi_water
@2030wrg
@wbg_climate
@reall_int
@sida
@iwmi_
@unece
@_africanunion

Top Mentioned in G5:
@wbg_energy
@power4all2025
@damilolasdg7
@worldbank
@ccacoalition
@worldbankwater
@mlcleaningup
@rkyte365
@wbg_climate
@mliebreich

Top Mentioned in G6:
@worldbankafrica
@worldbank
@wbg_transport
@wbg_climate
@wbg_environment
@wbtanzania
@connect4climate
@wbg_energy
@kutelabonny
@josephbundala_

Top Mentioned in G7:
@worldbank
@worldbankdata
@wbg_splabor
@wbg_poverty
@_anabelg
@cgap
@e4emmanuel_
@ap
@wbg_climate
@wbg_cities

Top Mentioned in G8:
@wbg_nigeria
@worldbank
@asoucat
@cambridgealtfin
@ilo
@haroonbhorat
@worldban
@unuwider
@dpru_uct
@wbg_jobs

Top Mentioned in G9:
@wbg_cities
@wbg_climate
@worldbank
@tdlcen
@baker4mo
@edventure9
@samehnwahba
@unesco
@ernestoottoner
@amirtahmasebi

Top Mentioned in G10:
@rafollowra
@mesmitch
@itsover16274589

Top Tweeters
Top Tweeters in Entire Graph:
@marcodacostafx
@odio_nao
@femtech_
@ndtv
@diegodelunamx
@guardian
@jjj5819
@business
@rvp
@sherbah46958042

Top Tweeters in G1:
@femtech_
@rvp
@sherbah46958042
@advsola
@pimmaiden
@hitee_
@tzdiscovery
@magarya
@ssxman2
@sonaliranade

Top Tweeters in G2:
@lalojimjuarez
@olumideidowu
@moisturevapor8r
@ana_captures
@lorenandreaep
@stephencgill
@sullivanmonty
@saleemulhuq
@andreww66619812
@ohemaadufiegh

Top Tweeters in G3:
@ndtv
@business
@ani
@foxnews
@alykhansatchu
@time
@johniky5
@fsundayluke
@radiopakistan
@nytimesworld

Top Tweeters in G4:
@dev_discourse
@the_hindu
@mr_onims
@khhgg86692451
@nrdc
@cnkulikiyinka
@black_sanguis4
@disgeneration
@marianatrobosky
@cretanadia

Top Tweeters in G5:
@rclaudiag
@carlosfgarciag
@ingrx
@frankmenger
@johnsnowmtainer
@solarlife
@byattgraham
@_ll66_
@glenbrundage
@khadija_garo

Top Tweeters in G6:
@nomoreslaves
@syawal
@rstatstweet
@apiwenuwen
@saifuddinabd
@johnmbundi
@agentsmith247
@samotalis
@rstats4ds
@worldforworld

Top Tweeters in G7:
@cnn
@bbcworld
@ap
@badruddeen
@afp
@sakak
@enerphyschem
@nicolawatson13
@utazijay
@governmentza

Top Tweeters in G8:
@fintechna
@yarkafanchan
@elprincetee
@crowdfundinside
@josh_bounce
@cj_kaduru
@tonysangle
@oluwajat
@unfpanigeria
@malikemal

Top Tweeters in G9:
@_dorkvader_
@djriveraros
@mscypresse25
@michael_oyakojo
@caterinaccl
@peterfrankopan
@safewayrightway
@democraticideal
@jwpaller
@peterericthor

Top Tweeters in G10:
@mesmitch
@joelwing2
@hirosaitoh
@kazminutes2020
@livvystar
@thedailyseeker
@crcmtunisia
@ogeltdm
@drlynnwilson
@voxlacea


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