Worldbank (environment OR climate OR warming OR ecological OR planet OR global), Twitter, 2/11/2019 4:23:12 AM, 186121


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Worldbank (environment OR climate OR warming OR ecological OR planet OR global)_2019-02-10_19-53-33.
Worldbank (environment OR climate OR warming OR ecological OR planet OR global)_2019-02-10_19-53-33.
From:
NodeXLExcelAutomator
Uploaded on:
February 11, 2019
Short Description:
Worldbank (environment OR climate OR warming OR ecological OR planet OR global) via NodeXL http://bit.ly/2DtJ8eU
@worldbank
@wbg_health
@wbg_climate
@adixon_wb
@hartwigschafer
@g8gist
@kgeorgieva
@ibrahimkdajani
@worldbankwater
@connect4climate

Top hashtags:


Description:
Description
The graph represents a network of 4,456 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, 11 February 2019 at 03:54 UTC.

The requested start date was Monday, 11 February 2019 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 12-day, 0-hour, 17-minute period from Tuesday, 29 January 2019 at 21:07 UTC to Sunday, 10 February 2019 at 21:25 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 : 4456
Unique Edges : 6543
Edges With Duplicates : 2719
Total Edges : 9262
Number of Edge Types : 3
Mentions : 8557
Replies to : 245
Tweet : 460
Self-Loops : 460
Reciprocated Vertex Pair Ratio : 0.0193631669535284
Reciprocated Edge Ratio : 0.0379907133811735
Connected Components : 199
Single-Vertex Connected Components : 120
Maximum Vertices in a Connected Component : 3978
Maximum Edges in a Connected Component : 8774
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.056705
Graph Density : 0.000358008571653096
Modularity : 0.567611
NodeXL Version : 1.0.1.408

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[308] https://act.priceofoil.org/sign/world-bank-president?source=sh_tw
[175] https://blogs.worldbank.org/health/climate-change-and-malnutrition-must-be-tackled-together?CID=HNP_TT_Health_EN_EXT_lco
[87] https://act.climatetruth.org/sign/world-bank?source=sh_tw
[53] https://www.greenclimate.fund/news/green-climate-fund-and-world-bank-partnership-unlocks-usd-2-7-billion-for-climate-action-marshall-islands-first-to-benefit-with-usd-44m-project?inheritRedirect=true&redirect=/home
[41] http://www.worldbank.org/en/topic/tobacco/publication/confronting-illicit-tobacco-trade-a-global-review-of-country-experiences?CID=HNP_TT_Health_EN_EXT_pmactobacco
[33] https://www.greenclimate.fund/news/green-climate-fund-and-world-bank-partnership-unlocks-usd-2-7-billion-for-climate-action-marshall-islands-first-to-benefit-with-usd-44m-project?inheritRedirect=true&redirect=/what-we-do/newsroom/news-stories
[33] http://www.worldbank.org/en/publication/global-economic-prospects?cid=ECR_TT_worldbank_EN_EXT
[23] https://blogs.worldbank.org/climatechange/our-children-s-planet-what-does-their-education-have-do-climate-change?CID=CCG_TT_climatechange_EN_EXT
[20] http://www.worldbank.org/en/who-we-are/news/biggerpicture
[15] http://www.worldbank.org/en/news/infographic/2018/03/19/groundswell---preparing-for-internal-climate-migration?CID=CCG_TT_climatechange_EN_EXT

Top URLs in Tweet in G1:
[303] https://act.priceofoil.org/sign/world-bank-president?source=sh_tw
[87] https://act.climatetruth.org/sign/world-bank?source=sh_tw
[47] https://www.greenclimate.fund/news/green-climate-fund-and-world-bank-partnership-unlocks-usd-2-7-billion-for-climate-action-marshall-islands-first-to-benefit-with-usd-44m-project?inheritRedirect=true&redirect=/home
[24] http://www.worldbank.org/en/publication/global-economic-prospects?cid=ECR_TT_worldbank_EN_EXT
[10] https://live.worldbank.org/successful-teachers-successful-students?cid=ECR_TT_wblive_EN_EXT
[8] http://www.worldbank.org/en/news/all?lang_exact=English&displayconttype_exact=Immersive%20Story&cid=ECR_TT_worldbank_EN_EXT
[8] https://blogs.worldbank.org/health/confronting-tobacco-illicit-trade-global-review-country-experiences?cid=ECR_TT_worldbank_EN_EXT
[6] https://twitter.com/andynortondev/status/1092677558297157632
[5] http://live.worldbank.org/successful-teachers-successful-students?cid=SHR_WBLSiteShare_EN_EXT
[4] http://priceofoil.org/2019/02/04/malpass-world-bank-announcement-response/

Top URLs in Tweet in G2:
[29] https://www.greenclimate.fund/news/green-climate-fund-and-world-bank-partnership-unlocks-usd-2-7-billion-for-climate-action-marshall-islands-first-to-benefit-with-usd-44m-project?inheritRedirect=true&redirect=/what-we-do/newsroom/news-stories
[16] https://blogs.worldbank.org/climatechange/our-children-s-planet-what-does-their-education-have-do-climate-change?CID=CCG_TT_climatechange_EN_EXT
[9] http://www.worldbank.org/en/news/press-release/2019/01/15/world-bank-group-announces-50-billion-over-five-years-for-climate-adaptation-and-resilience?cid=CCG_TT_climatechange_EN_EXT
[7] https://blogs.worldbank.org/health/climate-change-and-malnutrition-must-be-tackled-together?CID=CCG_TT_climatechange_EN_EXT
[7] http://5starinnovation.com/hamburg-g20-leaders-innovations-needed-for-better-home-loan-interest-rate-management/
[6] http://www.worldbank.org/en/news/feature/2018/12/04/riding-the-climate-storm-in-patagones-argentina?CID=CCG_TT_climatechange_EN_EXT
[6] http://www.worldbank.org/en/news/feature/2019/01/31/kiribati-spirit-of-dedication-increases-communitys-resilience-towards-climate-change?CID=CCG_TT_climatechange_EN_EXT
[6] https://blogs.worldbank.org/climatechange/our-children-s-planet-what-does-their-education-have-do-climate-change
[4] https://blogs.worldbank.org/climatechange/investing-resource-efficiency-economics-and-politics-financing-resource-transition?CID=CCG_TT_climatechange_EN_EXT
[4] http://www.worldbank.org/en/news/feature/2019/01/21/enhancing-weather-climate-and-water-information-services-across-central-asia?CID=CCG_TT_climatechange_EN_EXT

Top URLs in Tweet in G3:
[9] https://ieg.worldbankgroup.org/event/future-carbon-markets-climate-change-mitigation
[6] http://www.worldbank.org/en/who-we-are/news/biggerpicture
[5] http://blogs.worldbank.org/endpovertyinsouthasia/bracing-climate-change-matter-survival-maldives
[4] https://blogs.worldbank.org/psd/giving-life-numbers-communicating-risk-through-art?CID=FAM_TT_FinanceMarkets_EN_EXT
[4] http://www.worldbank.org/en/news/press-release/2018/07/17/new-satellite-data-reveals-progress-global-gas-flaring-declined-in-2017
[4] https://ieg.worldbankgroup.org/blog/building-next-generation-carbon-markets-climate-change-mitigation
[3] http://blogs.worldbank.org/sustainablecities/key-resilient-housing-lies-fine-print?cid=SHR_BlogSiteShare_XX_EXT&CID=SURR_TT_WBGCities_EN_EXT
[3] https://blogs.worldbank.org/health/confronting-tobacco-illicit-trade-global-review-country-experiences?CID=HNP_TT_Health_EN_EXT_pmacblog
[3] http://www.worldbank.org/en/topic/water/publication/high-and-dry-climate-change-water-and-the-economy?CID=WAT_TT_Water_EN_EXT
[3] https://openknowledge.worldbank.org/handle/10986/31160

Top URLs in Tweet in G4:
[167] https://blogs.worldbank.org/health/climate-change-and-malnutrition-must-be-tackled-together?CID=HNP_TT_Health_EN_EXT_lco
[25] http://www.worldbank.org/en/topic/tobacco/publication/confronting-illicit-tobacco-trade-a-global-review-of-country-experiences?CID=HNP_TT_Health_EN_EXT_pmactobacco
[10] https://blogs.worldbank.org/health/confronting-tobacco-illicit-trade-global-review-country-experiences
[7] https://blogs.worldbank.org/health/climate-change-and-malnutrition-must-be-tackled-together?cid=SHR_BlogSiteShare_XX_EXT
[5] https://blogs.worldbank.org/health/confronting-tobacco-illicit-trade-global-review-country-experiences?CID=HNP_TT_Health_EN_EXT_pmacblog
[3] https://www.r4d.org/blog/a-wake-up-call-for-the-global-nutrition-community/
[2] http://www.worldbank.org/en/who-we-are/news/biggerpicture
[1] http://www.worldbank.org/en/publication/global-economic-prospects?cid=ECR_TT_worldbank_EN_EXT
[1] http://documents.worldbank.org/curated/en/677451548260528135/pdf/133959-REVISED-2-v1-WBG-Tobacco-IllicitTrade-FINAL-v3-web.pdf
[1] http://www.worldbank.org/en/topic/tobacco

Top URLs in Tweet in G5:
[2] https://ifcextapps.ifc.org/ifcext/pressroom/ifcpressroom.nsf/0/A1ADB4FC701B353985258392002D2A19?OpenDocument&CID=IFC_TT_IFC_EN_EXT
[2] http://www.worldbank.org/en/who-we-are/news/biggerpicture
[1] https://youtu.be/N6Kx4iiMWBU
[1] http://www.fao.org/webcast/home/en/item/4940/icode/
[1] http://www.worldbank.org/en/news/press-release/2019/02/01/access-to-finance-to-be-made-easier-for-small-and-medium-enterprises-in-tajikistan-boosting-business-environment?cid=ECA_TT_ECA_EN_EXT
[1] http://www.worldbank.org/en/news/all?lang_exact=English&displayconttype_exact=Immersive%20Story&cid=ECR_TT_worldbank_EN_EXT
[1] http://www.worldbank.org/en/topic/tobacco/publication/confronting-illicit-tobacco-trade-a-global-review-of-country-experiences?CID=HNP_TT_Health_EN_EXT_pmactobacco
[1] https://twitter.com/KeesBloklandPhD/status/1091117892123459585
[1] http://www.armecofront.net/lrahos/waste-management/
[1] https://twitter.com/AJEnglish/status/1090905073016803328

Top URLs in Tweet in G6:
[5] https://www.actionaidusa.org/blog/david-malpass-world-bank-global-inequalities/
[4] https://live.worldbank.org/successful-teachers-successful-students
[2] http://www.worldbank.org/en/who-we-are/news/biggerpicture
[2] https://worldbankgroup.csod.com/ats/careersite/JobDetails.aspx?id=1878&site=1
[2] https://www.oaklandinstitute.org/highest-bidder-takes-all-world-banks-scheme-privatize-commons
[2] https://twitter.com/worldbank/status/1089872018160472064
[1] https://www.globalresearchalliance.org/
[1] http://documents.worldbank.org/curated/en/917051543938012931/Bringing-the-Concept-of-Climate-Smart-Agriculture-to-Life-Insights-from-CSA-Country-Profiles-Across-Africa-Asia-and-Latin-America
[1] https://www.worldbank.org/en/topic/education/brief/global-education-policy-dashboard
[1] https://www.worldbank.org/en/news/press-release/2019/01/21/world-bank-gates-foundation-dfid-join-forces-to-improve-education-quality-around-the-world

Top URLs in Tweet in G7:
[6] https://www.reuters.com/article/us-usa-trump-worldbank/trump-nominates-critic-of-global-institutions-to-lead-world-bank-idUSKCN1PV2DK
[4] http://www.worldbank.org/en/news/feature/2015/03/18/5-ways-reduce-drivers-climate-change?cid=CCG_TTccgEN_D_EXT
[3] https://dailybusinessnews.co/news/65/.../1/1017/world-bank-controversy
[2] https://twitter.com/WBG_Climate/status/1092656606360338437
[2] http://www.worldbank.org/en/who-we-are/news/biggerpicture
[2] https://www.reuters.com/article/us-usa-trump-worldbank/trump-nominates-critic-of-global-institutions-to-lead-world-bank-idUSKCN1PV2DK?feedType=RSS&feedName=politicsNews
[2] https://uk.reuters.com/article/uk-usa-trump-worldbank/trump-nominates-critic-of-global-institutions-to-lead-world-bank-idUKKCN1PV2E9
[2] http://www.atkearney.com/web/global-business-policy-council/article/?/a/global-economic-outlook-2019-2023-on-thin-ice&utm_medium=social&utm_source=twitter&utm_campaign=2019GlobalGEO&utm_content=gbpchandle
[2] http://blogs.worldbank.org/nasikiliza/scaling-up-innovations-in-agriculture-lessons-from-africa?CID=CCG_TT_climatechange_EN_EXT
[2] http://ICLEI.org

Top URLs in Tweet in G8:
[2] http://www.worldbank.org/en/topic/tobacco/publication/confronting-illicit-tobacco-trade-a-global-review-of-country-experiences?CID=HNP_TT_Health_EN_EXT_pmactobacco
[1] https://openknowledge.worldbank.org/handle/10986/30317
[1] https://share.qz.com/news/1413744?ref=user_367306&u=erfnzd&from=twitter
[1] http://tinyurl.com/redirect.php?num=y7cwdmbx
[1] http://www.worldbank.org/en/news/press-release/2018/08/09/world-bank-mandates-commonwealth-bank-of-australia-for-worlds-first-blockchain-bond?cid=EXT_WBSocialShare_EXT
[1] http://www.worldbank.org/country/syria/en/publication/the-mobility-of-displaced-syrians-an-economic-and-social-analysis?CID=MENA_TT_MENA_EN_EXT
[1] http://www.worldbank.org/en/country/syria/publication/the-mobility-of-displaced-syrians-an-economic-and-social-analysis
[1] http://www.worldbank.org/en/publication/global-economic-prospects?cid=ECR_TT_worldbank_EN_EXT
[1] https://www.project-syndicate.org/commentary/global-economic-prospects-bleak-in-2019-by-kaushik-basu-2019-01
[1] https://www.project-syndicate.org/commentary/world-bank-human-capital-investment-health-education-skills-by-kristalina-georgieva-2019-01

Top URLs in Tweet in G9:
[3] https://blogs.worldbank.org/developmenttalk/shifting-gravity-global-poverty?cid=ECR_TT_worldbank_EN_EXT%20
[2] http://www.worldbank.org/en/who-we-are/news/biggerpicture
[1] http://blogs.worldbank.org/psd/policy-hackathon-explained-how-all-society-approach-can-engage-entrepreneurs-and-governments-develop?cid=ECR_TT_WorldBank_EN_EXT
[1] http://www.worldbank.org/en/publication/global-economic-prospects
[1] http://www.worldbank.org/en/publication/global-economic-prospects?cid=ECR_TT_worldbank_EN&utm_source=hootsuite
[1] https://openknowledge.worldbank.org/handle/10986/31224
[1] https://blogs.worldbank.org/water/bridging-boundaries-climate-adaptation-financing-river-basin-organizations
[1] https://blogs.worldbank.org/developmenttalk/shifting-gravity-global-poverty?cid=SHR_BlogSiteShare_XX_EXT
[1] https://trib.al/SvhpUhK
[1] https://gijn.org/2019/02/06/who-owns-that-land-gijns-new-global-guide-to-finding-property-records-worldwide/

Top URLs in Tweet in G10:
[4] https://act.priceofoil.org/sign/world-bank-president?source=sh_tw
[2] https://www.christianaid.org.uk/news/world-bank-presidential-election-sign-broken-economic-system
[1] http://priceofoil.org/2019/02/04/malpass-world-bank-announcement-response/
[1] https://www.reuters.com/article/us-usa-trump-worldbank/trump-nominates-critic-of-global-institutions-to-lead-world-bank-idUSKCN1PV2DK
[1] https://www.reuters.com/article/us-usa-trump-worldbank/trump-to-choose-treasurys-malpass-to-lead-world-bank-sources-idUSKCN1PU01X
[1] https://twitter.com/nationb4party/status/1093834048366170115?s=21
[1] https://twitter.com/whitehouse/status/1093222114583183360
[1] https://twitter.com/CNN/status/1093297035808305153
[1] http://news.nationalgeographic.com/2017/05/lamu-island-coal-plant-kenya-africa-climate/
[1] https://data.worldbank.org/indicator/EN.ATM.CO2E.PP.GD?year_high_desc=true

Top Domains
Top Domains in Tweet in Entire Graph:
[932] worldbank.org
[314] priceofoil.org
[88] greenclimate.fund
[87] climatetruth.org
[80] twitter.com
[29] theguardian.com
[23] worldbankgroup.org
[19] reuters.com
[18] lnkd.in
[14] medium.com

Top Domains in Tweet in G1:
[308] priceofoil.org
[137] worldbank.org
[87] climatetruth.org
[50] greenclimate.fund
[18] theguardian.com
[14] twitter.com
[13] medium.com
[3] exposure.co
[3] lnkd.in
[3] stripe.com

Top Domains in Tweet in G2:
[136] worldbank.org
[33] greenclimate.fund
[13] twitter.com
[10] theguardian.com
[7] 5starinnovation.com
[3] wrld.bg
[3] nytimes.com
[3] banquemondiale.org
[2] weforum.org
[2] youtube.com

Top Domains in Tweet in G3:
[150] worldbank.org
[21] worldbankgroup.org
[3] youtube.com
[2] taobao.com
[2] profor.info
[2] facebook.com
[2] qualtrics.com
[1] greenclimate.fund
[1] gfdrr.org
[1] wrld.bg

Top Domains in Tweet in G4:
[222] worldbank.org
[3] r4d.org
[1] quora.com
[1] slate.com

Top Domains in Tweet in G5:
[6] worldbank.org
[3] twitter.com
[2] ifc.org
[2] armecofront.net
[1] youtu.be
[1] fao.org
[1] bankwatch.org
[1] weforum.org
[1] emerging-europe.com

Top Domains in Tweet in G6:
[17] worldbank.org
[8] twitter.com
[5] actionaidusa.org
[2] csod.com
[2] oaklandinstitute.org
[1] globalresearchalliance.org
[1] surveymonkey.com
[1] gfsp.org
[1] premiumtimesng.com
[1] axios.com

Top Domains in Tweet in G7:
[63] worldbank.org
[20] twitter.com
[16] reuters.com
[6] lnkd.in
[3] dailybusinessnews.co
[3] ft.com
[3] bit.ly
[2] atkearney.com
[2] iclei.org
[2] com.es

Top Domains in Tweet in G8:
[11] worldbank.org
[2] project-syndicate.org
[2] twitter.com
[1] qz.com
[1] tinyurl.com
[1] devex.com
[1] greenclimate.fund
[1] wattsupwiththat.com

Top Domains in Tweet in G9:
[13] worldbank.org
[1] trib.al
[1] gijn.org
[1] fairobserver.com
[1] biopama.org

Top Domains in Tweet in G10:
[5] priceofoil.org
[4] twitter.com
[2] reuters.com
[2] org.uk
[1] nationalgeographic.com
[1] worldbank.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[860] climatechange
[432] malnutrition
[191] humancapital
[182] climateaction
[160] endpoverty
[142] didyouknow
[114] worldbank
[110] education
[104] climate
[94] infographic



Top Hashtags in Tweet in G1:
[241] climatechange
[127] climateaction
[105] didyouknow
[54] malnutrition
[52] infographic
[52] climatemigrants
[43] endpoverty
[30] climate
[25] education
[25] highgrowthfirms

Top Hashtags in Tweet in G2:
[111] climatechange
[50] renewables
[49] costarica
[43] education
[40] climateaction
[36] infographic
[35] adaptationmatters
[33] climatemigrants
[29] malnutrition
[29] greenclimatefund

Top Hashtags in Tweet in G3:
[81] climatechange
[34] endpoverty
[30] water
[22] india
[22] resilience
[22] adaptationmatters
[22] climate
[19] malnutrition
[18] carbonmarkets
[16] pollution

Top Hashtags in Tweet in G4:
[347] climatechange
[317] malnutrition
[149] humancapital
[26] notobacco
[25] didyouknow
[8] costarica
[8] renewables
[6] endpoverty
[6] nutrition
[5] adaptationmatters

Top Hashtags in Tweet in G5:
[20] casa10
[19] endpoverty
[6] sustainabledevelopment
[5] innovateafrica
[4] climatechange
[4] development
[3] wbg_biggerpicture
[3] eu
[3] worldbank
[2] sharonotieno

Top Hashtags in Tweet in G6:
[24] education
[9] endpoverty
[5] teachers
[5] successfulteachers
[5] worldbank
[5] globalrisks
[3] health
[3] investinpeople
[3] southafrica
[3] congo

Top Hashtags in Tweet in G7:
[37] worldbank
[17] climatechange
[5] un
[4] climate
[4] actonclimate
[4] endpoverty
[3] education
[3] environment
[3] economy
[3] chief

Top Hashtags in Tweet in G8:
[14] syrianrefugee
[14] iraqi
[11] climatechange
[7] endpoverty
[5] malnutrition
[3] adaptationmatters
[3] notobacco
[3] climateaction
[2] somali
[2] humancapital

Top Hashtags in Tweet in G9:
[17] endpoverty
[11] adaptation
[10] finance
[10] climate
[10] change
[10] transboundary
[10] basins
[6] property
[6] foi
[6] rti

Top Hashtags in Tweet in G10:
[10] tenure
[9] worldbank
[8] climate
[7] malpass
[6] rights
[6] sequestration
[6] cop
[6] climateaction
[6] rights1st
[6] ab398

Top Words
Top Words in Tweet in Entire Graph:
[4343] Words in Sentiment List#1: Positive
[2929] Words in Sentiment List#2: Negative
[6] Words in Sentiment List#3: Angry/Violent
[113819] Non-categorized Words
[121091] Total Words
[2776] worldbank
[1328] global
[1061] climate
[857] climatechange
[628] new

Top Words in Tweet in G1:
[1725] worldbank
[633] climate
[496] president
[463] trump
[451] next
[443] stop
[442] appointing
[440] appointee
[440] devastating
[437] communities

Top Words in Tweet in G2:
[313] wbg_climate
[296] worldbank
[143] global
[131] more
[121] adaptation
[112] climatechange
[105] climate
[92] unfccc
[88] s
[83] good

Top Words in Tweet in G3:
[133] global
[127] climate
[92] more
[85] worldbank
[81] climatechange
[75] water
[62] s
[56] â
[54] countries
[53] people

Top Words in Tweet in G4:
[347] climatechange
[340] wbg_health
[323] malnutrition
[195] new
[175] increase
[168] tackled
[168] together
[164] blog
[162] meera
[162] shekar

Top Words in Tweet in G5:
[70] worldbank
[51] situations
[46] people
[44] look
[42] climate
[38] ifc_org
[31] ifcafrica
[30] fragile
[30] brenda_kanaiza
[29] more

Top Words in Tweet in G6:
[87] global
[83] worldbank
[43] wbg_education
[34] new
[28] teachers
[27] education
[23] launch
[22] gatesfoundation
[22] s
[22] platform

Top Words in Tweet in G7:
[74] global
[45] world
[43] worldbank
[43] ã
[39] bank
[27] climate
[24] trump
[19] critic
[18] lead
[18] institutions

Top Words in Tweet in G8:
[96] global
[96] kgeorgieva
[56] worldbank
[41] action
[38] waste
[38] increase
[37] 2050
[36] world
[34] news
[34] without

Top Words in Tweet in G9:
[29] people
[26] new
[25] worldbank
[18] sustainable
[17] worldbankafrica
[17] endpoverty
[17] mean
[17] investing
[17] health
[17] cities

Top Words in Tweet in G10:
[43] worldbank
[22] mattikohonen
[21] presidency
[21] new
[20] announces
[20] candidate
[20] blog
[20] private
[20] sector
[20] adviser

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[449] president,worldbank
[448] next,president
[447] appointing,next
[445] appointee,devastating
[444] worldbank,appointee
[442] stop,trump
[442] trump,appointing
[442] devastating,climate
[413] climate,undo
[405] communities,globe

Top Word Pairs in Tweet in G1:
[442] appointing,next
[442] next,president
[441] stop,trump
[441] trump,appointing
[441] president,worldbank
[440] appointee,devastating
[439] worldbank,appointee
[438] devastating,climate
[408] climate,undo
[394] clean,energy

Top Word Pairs in Tweet in G2:
[60] learn,more
[50] worldbank,wbg_climate
[49] costarica,quickly
[49] quickly,becoming
[49] becoming,global
[49] global,hub
[49] hub,green
[49] green,growth
[49] growth,over
[49] over,98

Top Word Pairs in Tweet in G3:
[49] global,platform
[46] profession,upon
[46] upon,professions
[46] professions,depend
[46] m,delighted
[46] delighted,launch
[46] launch,global
[40] climate,change
[32] teaching,profession
[32] depend,m

Top Word Pairs in Tweet in G4:
[311] climatechange,malnutrition
[168] malnutrition,tackled
[168] tackled,together
[162] new,blog
[162] blog,meera
[162] meera,shekar
[162] shekar,climatechange
[161] wbg_health,new
[149] s,ability
[149] ability,build

Top Word Pairs in Tweet in G5:
[29] fragile,conflict
[29] conflict,situations
[28] private,sector
[25] investment,climate
[23] 10,years
[22] more,half
[22] half,poor
[22] poor,people
[22] people,africa
[22] africa,look

Top Word Pairs in Tweet in G6:
[22] global,platform
[21] join,global
[21] global,experts
[21] worldbank,s
[19] worldbank,gatesfoundation
[17] gatesfoundation,dfid_uk
[17] build,effective
[17] effective,teachers
[17] teachers,workforce
[17] workforce,join

Top Word Pairs in Tweet in G7:
[33] world,bank
[25] ã,ã
[17] trump,nominates
[17] nominates,critic
[17] critic,global
[17] global,institutions
[17] institutions,lead
[15] lead,world
[12] climate,change
[8] illicit,trade

Top Word Pairs in Tweet in G8:
[33] great,news
[33] news,without
[33] without,urgent
[33] urgent,action
[33] action,global
[33] global,waste
[33] waste,increase
[33] increase,70
[33] 70,percent
[33] percent,current

Top Word Pairs in Tweet in G9:
[17] endpoverty,mean
[17] mean,investing
[17] investing,people
[17] people,health
[17] health,sustainable
[17] sustainable,cities
[12] people,living
[11] climate,change
[10] new,publication
[10] publication,preparing

Top Word Pairs in Tweet in G10:
[21] worldbank,presidency
[20] announces,candidate
[20] candidate,worldbank
[20] presidency,new
[20] new,blog
[20] blog,private
[20] private,sector
[20] sector,adviser
[20] adviser,mattikohonen
[19] ca_global,announces

Top Replied-To
Top Replied-To in Entire Graph:
@adesuwagreen
@worldbank
@un_women
@un
@kgeorgieva
@olumideidowu
@wbg_climate
@wef
@bsebti
@akin_adesina

Top Replied-To in G1:
@worldbank
@un
@unfccc
@gcf_news
@david_turnbull

Top Replied-To in G2:
@adesuwagreen
@un_women
@un
@olumideidowu
@wbg_climate
@wef
@worldbank
@sultrykat
@lagarde
@federalreserve

Top Replied-To in G3:
@bsebti
@jaimesaavedra22
@worldbank
@wissiclaudia
@enriquecalfucur
@hartwigschafer
@lebchristina
@grantstent

Top Replied-To in G4:
@anoobhu
@peter_strachan
@worldbank

Top Replied-To in G5:
@sirneobranson
@worldbankeca
@amdavadamc
@brenda_kanaiza

Top Replied-To in G6:
@akin_adesina
@worldbank
@suitedscience
@oak_institute
@kgeorgieva
@wef
@fao
@who
@gogontlejangp
@sharonfrieloz

Top Replied-To in G7:

Top Replied-To in G8:
@kgeorgieva
@wbg_climate
@newclimateecon

Top Replied-To in G9:
@business
@morrisl37081123
@stefanomanservi
@africarenewal

Top Replied-To in G10:
@deanbaker13
@speakerpelosi
@w7voa
@samcurly
@annalecta

Top Mentioned
Top Mentioned in Entire Graph:
@worldbank
@wbg_climate
@wbg_health
@un
@gcf_news
@kgeorgieva
@unfccc
@olumideidowu
@climatewed
@adixon_wb

Top Mentioned in G1:
@worldbank
@gcf_news
@un
@worldbanklive
@thisiszerohour
@baden_haus
@asiasentinel
@wbg_climate
@priceofoil
@vitalvoices

Top Mentioned in G2:
@wbg_climate
@worldbank
@unfccc
@olumideidowu
@climatewed
@un
@connect4climate
@climatereality
@climatecentral
@iycm

Top Mentioned in G3:
@worldbank
@adixon_wb
@wbg_climate
@hartwigschafer
@worldbankwater
@gfdrr
@wbg_agriculture
@wbg_poverty
@wbg_cities
@worl

Top Mentioned in G4:
@wbg_health
@worldbank
@cal195631
@wbg_climate
@bathtr
@meerashekar_wb
@thelancet
@asmalateef
@theeconomist

Top Mentioned in G5:
@worldbank
@ifc_org
@ifcafrica
@brenda_kanaiza
@tolbert_ke
@africald
@juliegichuru
@nsagov
@bbcworld

Top Mentioned in G6:
@worldbank
@wbg_education
@gatesfoundation
@dfid_uk
@who
@afdb_group
@thegff
@cgiarclimate
@fao
@_africanunion

Top Mentioned in G7:
@flabluegold
@beenewsdaily
@madelinewcopel1

Top Mentioned in G8:
@kgeorgieva
@worldbank
@prosyn
@borgebrende
@wbg_climate
@wbg_health
@carlosferreyraj
@adixon_wb
@gcf_news
@qz

Top Mentioned in G9:
@worldbank
@worldbankafrica
@unece_water
@hafezghanem_wb
@okfn
@eu_commission
@gijn
@worldbankkenya
@wb_research
@junckereu

Top Mentioned in G10:
@worldbank
@mattikohonen
@ca_global
@realdonaldtrump
@aoc
@johnlefevre
@extinctionr
@a_siegel
@deanbaker13
@sunrisemvmt

Top Tweeters
Top Tweeters in Entire Graph:
@missb62
@jornalistavitor
@alllibertynews
@jurylady5
@sahelhkj
@lindaleeking
@lopezgovlaw
@manolhs
@dbi1956
@nilimajumder

Top Tweeters in G1:
@lindaleeking
@lopezgovlaw
@carolmaewy
@sandyc1772
@justwhatnowwhy
@reevynap
@janiecestaton
@boovay7
@shaktilila
@pinchandscrimp

Top Tweeters in G2:
@nilimajumder
@ericdemarylebon
@olumideidowu
@nytimes
@salomnm
@grondavia
@dwatchnews
@jj_angelus
@labeecee15
@parvez1

Top Tweeters in G3:
@jornalistavitor
@bwolmers
@yogi210875
@99999sv
@debraruh
@18akgoyal
@iamzainch
@yamatho2
@mj_palin
@monitoringour

Top Tweeters in G4:
@alllibertynews
@jurylady5
@nuraz_wawa
@raumunz
@tortugadiaz
@iboe_bt
@amuraovonn
@mrityun02359258
@gs_ali_sami_yen
@mariannevantag2

Top Tweeters in G5:
@bbcworld
@ajenglish
@cnnmoney
@kaylaburrows2
@forbestech
@ramah_nyang
@dinostratus
@cnbcafrica
@bbcafrica
@_africa24

Top Tweeters in G6:
@saragomezaranci
@bbcnews
@abcnews
@rm_salt
@julietkego
@claudiacostin
@dannywijnhoud
@klia00
@iran
@sbsnews

Top Tweeters in G7:
@manolhs
@ranjanbuda
@benavu54
@beenewsdaily
@italiajin21
@lkafle
@7wdata
@thinktankthuto
@omgstacks
@reutersindia

Top Tweeters in G8:
@insdatainter
@glynmoody
@_cardena_denis_
@akimcampbell
@purada0412
@qz
@syawal
@hanslak
@barbaranavarro
@beverly_davis

Top Tweeters in G9:
@business
@den_fabrizi
@jfjabbo
@3eani
@versuserwin
@socialboostclub
@eu_commission
@euintheus
@africainsights
@gijn

Top Tweeters in G10:
@net2ayurveda
@johnfrededdy
@ivote4usa
@w7voa
@devreal
@anotherburundi
@a_siegel
@peterkenyon
@realdonaldtrump
@nationb4party