Worldbank (environment OR climate OR warming OR ecological OR planet OR global), Twitter, 1/7/2019 4:19:27 AM, 180992


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Worldbank (environment OR climate OR warming OR ecological OR planet OR global)_2019-01-06_19-53-33.
Worldbank (environment OR climate OR warming OR ecological OR planet OR global)_2019-01-06_19-53-33.
From:
NodeXLExcelAutomator
Uploaded on:
January 07, 2019
Short Description:
Worldbank (environment OR climate OR warming OR ecological OR planet OR global) via NodeXL http://bit.ly/2TrOQEi
@worldbank
@wbg_climate
@juliebabyar
@ingridharvold
@worldbanksasia
@kgeorgieva
@wbg_cities
@sanjaygreddy
@wbg_education
@fj_marmolejo

Top hashtags:


Description:
Description
The graph represents a network of 2,996 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, 07 January 2019 at 03:54 UTC.

The requested start date was Monday, 07 January 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 13-day, 14-hour, 10-minute period from Monday, 24 December 2018 at 01:02 UTC to Sunday, 06 January 2019 at 15:13 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 : 2996
Unique Edges : 3774
Edges With Duplicates : 1542
Total Edges : 5316
Number of Edge Types : 3
Mentions : 4769
Replies to : 138
Tweet : 409
Self-Loops : 409
Reciprocated Vertex Pair Ratio : 0.0080040020010005
Reciprocated Edge Ratio : 0.0158808933002481
Connected Components : 177
Single-Vertex Connected Components : 101
Maximum Vertices in a Connected Component : 2525
Maximum Edges in a Connected Component : 4744
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.21536
Graph Density : 0.000449124152180648
Modularity : 0.589147
NodeXL Version : 1.0.1.407

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[62] https://openknowledge.worldbank.org/bitstream/handle/10986/29865/126579-Public-on-5-30-18-WorldBank-GenderInequality-Brief-v13.pdf?sequence=1&isAllowed=y
[43] http://documents.worldbank.org/curated/en/884231529942925983/Indonesias-Infrastructure-Planning-and-Budgeting-Processes-an-internal-report-of-the-World-Bank-Global-Governance-Practice
[40] http://blogs.worldbank.org/voices/2018-year-influence-impact-cooperation-global-issues-social-media?cid=ECR_TT_worldbank_EN_EXT
[32] http://www.worldbank.org/en/news/press-release/2018/12/03/world-bank-group-announces-200-billion-over-five-years-for-climate-action?CID=CCG_TT_climatechange_EN_EXT
[17] https://www.worldbank.org/en/news/feature/2018/12/21/year-in-review-2018-in-14-charts?cid=EXT_WBTweetableSocialShare_EXT
[17] https://www.worldbank.org/en/news/feature/2018/12/21/year-in-review-2018-in-14-charts?CID=CCG_TT_climatechange_EN_EXT
[16] http://blogs.worldbank.org/sustainablecities/three-things-know-about-women-s-land-rights-today?CID=SURR_WBGCitiesEN_D_EXT
[15] http://www.worldbank.org/en/news/feature/2018/12/04/riding-the-climate-storm-in-patagones-argentina?CID=CCG_TT_climatechange_EN_EXT
[14] http://blogs.worldbank.org/voices/tackling-climate-change-poorest-countries?CID=CCG_TT_climatechange_EN_EXT
[13] http://www.worldbank.org/en/news/feature/2018/12/18/leading-on-climate-at-cop24?cid=CCG_TT_climatechange_EN_EXT

Top URLs in Tweet in G1:
[62] https://openknowledge.worldbank.org/bitstream/handle/10986/29865/126579-Public-on-5-30-18-WorldBank-GenderInequality-Brief-v13.pdf?sequence=1&isAllowed=y
[23] http://blogs.worldbank.org/voices/2018-year-influence-impact-cooperation-global-issues-social-media?cid=ECR_TT_worldbank_EN_EXT
[12] https://www.worldbank.org/en/news/feature/2018/12/21/year-in-review-2018-in-14-charts?cid=EXT_WBTweetableSocialShare_EXT
[8] https://www.worldbank.org/en/news/feature/2018/12/21/year-in-review-2018-in-14-charts?cid=EXT_WBSocialShare_EXT
[7] http://blogs.worldbank.org/voices/node/5915/?cid=SHR_BlogTweetable_XX_EXT
[5] https://blogs.worldbank.org/voices/tackling-climate-change-poorest-countries?cid=SHR_BlogSiteShare_XX_EXT
[5] https://blogs.worldbank.org/transport/time-ask-tough-questions-about-transport-and-climate
[5] http://blogs.worldbank.org/voices/2018-year-influence-impact-cooperation-global-issues-social-media?cid=SHR_BlogSiteShare_XX_EXT
[5] https://www.worldbank.org/en/news/feature/2018/12/21/year-in-review-2018-in-14-charts
[4] https://sdgsandher.awardsplatform.com/

Top URLs in Tweet in G2:
[24] http://www.worldbank.org/en/news/press-release/2018/12/03/world-bank-group-announces-200-billion-over-five-years-for-climate-action?CID=CCG_TT_climatechange_EN_EXT
[14] https://www.worldbank.org/en/news/feature/2018/12/21/year-in-review-2018-in-14-charts?CID=CCG_TT_climatechange_EN_EXT
[11] http://www.worldbank.org/en/news/feature/2018/12/04/riding-the-climate-storm-in-patagones-argentina?CID=CCG_TT_climatechange_EN_EXT
[11] http://blogs.worldbank.org/voices/2018-year-influence-impact-cooperation-global-issues-social-media?CID=CCG_TT_climatechange_EN_EXT
[10] https://blogs.worldbank.org/water/cop24?CID=CCG_TT_climatechange_EN_EXT
[9] http://blogs.worldbank.org/voices/tackling-climate-change-poorest-countries?CID=CCG_TT_climatechange_EN_EXT
[7] https://www.worldbank.org/en/news/press-release/2018/12/03/world-bank-group-announces-200-billion-over-five-years-for-climate-action
[6] http://www.worldbank.org/en/news/infographic/2018/12/17/to-address-climate-change-we-must-focus-on-forests?CID=CCG_TT_climatechange_EN_EXT
[6] http://www.worldbank.org/en/news/press-release/2018/12/04/leveraging-electric-mobility-for-development-and-climate?CID=CCG_TT_climatechange_EN_EXT
[6] http://www.worldbank.org/en/news/feature/2018/12/18/leading-on-climate-at-cop24?cid=CCG_TT_climatechange_EN_EXT

Top URLs in Tweet in G3:
[16] http://blogs.worldbank.org/sustainablecities/three-things-know-about-women-s-land-rights-today?CID=SURR_WBGCitiesEN_D_EXT
[7] http://www.worldbank.org/en/news/press-release/2018/12/03/world-bank-group-announces-200-billion-over-five-years-for-climate-action?CID=CCG_TT_climatechange_EN_EXT?cid=EXT_WBSocialShare_EXT
[5] http://blogs.worldbank.org/voices/tackling-climate-change-poorest-countries?CID=FAM_TTFinanceMarketsEN_D_EXT
[4] http://blogs.worldbank.org/developmenttalk/role-world-bank-filling-gaps-global-risk-architecture
[2] https://blogs.worldbank.org/sustainablecities/managing-urban-forced-displacement-build-resilient-communities?cid=SURR_TT_WBGCities_EN_EXT
[2] http://www.worldbank.org/en/news/press-release/2018/12/17/winners-of-resilient-homes-design-challenge-announced-world-bank-build-academy-airbnb-gfdrr-and-un-habitat-competition?cid=SURR_TT_WBGCities_EN_EXT
[2] https://www.worldbank.org/en/news/feature/2018/12/21/year-in-review-2018-in-14-charts?CID=CCG_TT_climatechange_EN_EXT
[2] http://www.worldbank.org/en/news/feature/2018/12/17/additional-school-building-improves-learning-environment-in-eastern-afghanistan?Facebook%20Afghanistan=SAR_FB_Afghanistan_EN_EXT
[2] https://blogs.worldbank.org/developmenttalk/shifting-gravity-global-poverty?cid=SHR_BlogSiteShare_XX_EXT
[2] http://blogs.worldbank.org/impactevaluations/here-comes-sunset-it-puts-children-sleep-and-affects-global-educational-outcomes-guest-post-maulik

Top URLs in Tweet in G4:
[8] http://www.worldbank.org/en/news/press-release/2018/09/19/decline-of-global-extreme-poverty-continues-but-has-slowed-world-bank?CID=POV_TT_Poverty_EN_EXT
[7] https://www.worldbank.org/en/news/infographic/2017/12/12/tracking-universal-health-coverage-2017-global-monitoring-report
[6] https://www.cgdev.org/event/global-economy-2019-what-policymakers-need-know
[6] http://blogs.worldbank.org/psd/sandbox-or-quicksand?CID=FAM_TT_FinanceMarkets_EN_EXT
[5] http://5starinnovation.com/hamburg-g20-leaders-innovations-needed-for-better-home-loan-interest-rate-management/
[3] http://www.gfintegrity.org/issue/illicit-financial-flows/
[2] http://www.worldbank.org/en/news/feature/2018/12/18/asean3-countries-establish-asias-first-regional-climate-and-disaster-risk-financing-facility?CID=FAM_TT_FinanceMarkets_EN_EXT
[2] http://blogs.worldbank.org/voices/2018-year-influence-impact-cooperation-global-issues-social-media?cid=ECR_TT_worldbank_EN_EXT
[1] https://twitter.com/UN_PGA/status/1078301583321038848
[1] https://twitter.com/WSJ/status/1078266778319503361

Top URLs in Tweet in G5:
[2] http://www.worldbank.org/en/news/press-release/2018/12/03/world-bank-group-announces-200-billion-over-five-years-for-climate-action?cid=EXT_WBSocialShare_EXT
[2] http://www.worldbank.org/en/news/feature/2018/12/04/riding-the-climate-storm-in-patagones-argentina?CID=CCG_TT_climatechange_EN_EXT
[1] https://thewire.in/environment/avni-tigress-t1-ntca-asghar-ali-khan-yavatmal
[1] http://www.worldbank.org/en/topic/climatechange/publication/turn-down-the-heat
[1] https://new.siemens.com/global/en/company/innovation/pictures-of-the-future/artificial-intelligence.html
[1] http://pubdocs.worldbank.org/en/368601543772742074/2025-Targets-to-Step-Up-Climate-Action.pdf
[1] http://documents.worldbank.org/curated/en/852641545154580125/The-Challenge-of-Sustainable-Development-Keynote-Address-by-World-Bank-President-Lewis-T-Preston-at-the-World-Resources-Institute
[1] http://www.worldbank.org/en/news/press-release/2018/12/03/world-bank-group-announces-200-billion-over-five-years-for-climate-action?CID=CCG_TT_climatechange_EN_EXT
[1] https://www.linkedin.com/feed/update/urn:li:activity:6486177881041965056
[1] https://www.ajol.info/index.php/ijs/article/view/159474

Top URLs in Tweet in G6:
[11] http://documents.worldbank.org/curated/en/884231529942925983/Indonesias-Infrastructure-Planning-and-Budgeting-Processes-an-internal-report-of-the-World-Bank-Global-Governance-Practice
[5] http://www.worldbank.org/en/news/feature/2015/03/18/5-ways-reduce-drivers-climate-change?cid=CCG_TTccgEN_D_EXT
[4] http://blogs.worldbank.org/voices/2018-year-influence-impact-cooperation-global-issues-social-media?cid=ECR_TT_worldbank_EN_EXT
[3] http://blogs.worldbank.org/voices/2018-year-influence-impact-cooperation-global-issues-social-media
[3] https://twitter.com/WorldBank/status/1078274694439161856
[3] https://blogs.worldbank.org/developmenttalk/shifting-gravity-global-poverty?CID=POV_TT_Poverty_EN_EXT
[2] https://www.worldbank.org/en/news/press-release/2018/12/03/world-bank-group-announces-200-billion-over-five-years-for-climate-action
[2] https://www.worldbank.org/en/news/press-release/2018/02/10/new-urban-sustainability-framework-guides-cities-towards-a-greener-future
[2] http://blogs.worldbank.org/voices/tackling-climate-change-poorest-countries
[2] https://www.worldbank.org/en/news/press-release/2018/09/19/decline-of-global-extreme-poverty-continues-but-has-slowed-world-bank

Top URLs in Tweet in G7:
[3] http://www.worldbank.org/en/news/feature/2018/12/17/additional-school-building-improves-learning-environment-in-eastern-afghanistan?Facebook%20Afghanistan=SAR_FB_Afghanistan_EN_EXT
[2] http://blogs.worldbank.org/endpovertyinsouthasia/managing-climate-risks-south-asia-bottom-approach?cid=SHR_BlogSiteShare_XX_EXT
[1] https://blogs.worldbank.org/endpovertyinsouthasia/node/1545/?cid=SHR_BlogTweetable_XX_EXT
[1] http://www.worldbank.org/en/news/feature/2018/12/18/leading-on-climate-at-cop24?cid=CCG_TT_climatechange_EN_EXT
[1] http://blogs.worldbank.org/endpovertyinsouthasia/doing-better-business-fight-poverty?cid=SAR_TT_SAR_EN_EXT
[1] http://www.worldbank.org/en/news/feature/2018/05/16/sri-lanka-can-boost-development-investing-early-childhood-education?CID=SAR_FB_SriLanka_EN_EXT
[1] https://www.worldbank.org/en/topic/socialdevelopment/brief/world-bank-group-commitments-on-disability-inclusion-development
[1] https://www.worldbank.org/en/news/feature/2018/12/18/leading-on-climate-at-cop24
[1] http://blogs.worldbank.org/voices/2018-year-influence-impact-cooperation-global-issues-social-media?cid=ECR_TT_worldbank_EN_EXT
[1] https://www.worldbank.org/en/news/press-release/2018/12/03/world-bank-group-announces-200-billion-over-five-years-for-climate-action?cid=EXT_WBSocialShare_EXT

Top URLs in Tweet in G8:
[2] http://www.worldbank.org/en/topic/water/publication/high-and-dry-climate-change-water-and-the-economy?CID=WAT_TT_Water_EN_EXT
[2] https://www.sciencedirect.com/science/article/abs/pii/S0959378011000203
[2] https://www.researchgate.net/publication/229146756_Adaptive_Capacity_and_Its_Assessment
[2] http://www.worldbank.org/en/news/feature/2018/11/16/high-growth-firms-facts-fiction-and-policy-options-for-emerging-economies?CID=FAM_TT_FinanceMarkets_EN_EXT
[2] http://www.worldbank.org/en/events/2018/12/21/the-changing-nature-of-work-investing-in-people-to-prepare-for-the-future-in-mena
[2] http://blogs.worldbank.org/water/time-adapt-changing-climate-what-does-it-mean-water?cid=SHR_BlogSiteShare_XX_EXT
[1] http://www.worldbank.org/en/news/feature/2017/11/20/clean-and-continuous-water-for-people-in-lebanon
[1] http://www.worldbank.org/en/news/feature/2018/12/17/water-cartoon-calendar-2019?CID=WAT_TT_Water_EN_EXT
[1] http://blogs.worldbank.org/voices/2018-year-influence-impact-cooperation-global-issues-social-media?CID=WAT_TT_Water_EN_EXT
[1] http://www.worldbank.org/en/news/press-release/2018/12/03/world-bank-group-announces-200-billion-over-five-years-for-climate-action?CID=CCG_TT_climatechange_EN_EXT

Top URLs in Tweet in G10:
[3] http://www.worldbank.org/en/news/feature/2018/12/18/leading-on-climate-at-cop24?cid=CCG_TT_climatechange_EN_EXT
[2] https://blogs.worldbank.org/developmenttalk/shifting-gravity-global-poverty?CID=POV_TT_Poverty_EN_EXT
[1] https://papers.ssrn.com/sol3/papers.cfm?abstract_id=2685096
[1] http://www.sanjayreddy.com/poverty-global-estimates
[1] https://twitter.com/mattberkley/status/1075363935686221824
[1] https://blogs.worldbank.org/opendata/nearly-1-2-world-lives-under-550-day?CID=POV_TT_Poverty_EN_EXT
[1] http://www.worldbank.org/en/news/press-release/2018/12/03/world-bank-group-announces-200-billion-over-five-years-for-climate-action?CID=CCG_TT_climatechange_EN_EXT

Top Domains
Top Domains in Tweet in Entire Graph:
[774] worldbank.org
[56] twitter.com
[39] theguardian.com
[15] lnkd.in
[9] weforum.org
[7] environewsnigeria.com
[7] irinnews.org
[7] cgdev.org
[5] 5starinnovation.com
[4] fiinews.com

Top Domains in Tweet in G1:
[191] worldbank.org
[7] twitter.com
[4] awardsplatform.com
[3] weforum.org
[2] nytimes.com
[2] faveeo.com
[2] scientificamerican.com
[2] stripe.com
[1] youtu.be
[1] wrld.bg

Top Domains in Tweet in G2:
[132] worldbank.org
[1] ifc.org
[1] twitter.com

Top Domains in Tweet in G3:
[93] worldbank.org
[2] twitter.com
[1] taobao.com
[1] economist.com

Top Domains in Tweet in G4:
[27] worldbank.org
[6] cgdev.org
[5] 5starinnovation.com
[4] twitter.com
[3] gfintegrity.org
[1] lnkd.in
[1] trib.al
[1] weforum.org

Top Domains in Tweet in G5:
[9] worldbank.org
[2] twitter.com
[1] thewire.in
[1] siemens.com
[1] linkedin.com
[1] ajol.info

Top Domains in Tweet in G6:
[85] worldbank.org
[21] twitter.com
[11] lnkd.in
[3] t.co
[1] procurementinet.org
[1] blogspot.com
[1] getpocket.com
[1] wsj.com
[1] reuters.com
[1] variety.com

Top Domains in Tweet in G7:
[16] worldbank.org
[1] theguardian.com

Top Domains in Tweet in G8:
[19] worldbank.org
[2] sciencedirect.com
[2] researchgate.net
[1] unwater.org
[1] xqe.llc

Top Domains in Tweet in G10:
[7] worldbank.org
[1] ssrn.com
[1] sanjayreddy.com
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[353] climatechange
[181] climate
[153] doingbiz
[136] cop24
[114] africa
[92] investinpeople
[86] endpoverty
[86] yearinreview
[71] climateaction
[62] womenintech



Top Hashtags in Tweet in G1:
[143] doingbiz
[126] climatechange
[107] climate
[89] africa
[63] yearinreview
[62] womenintech
[48] sdgs
[39] endpoverty
[35] investinpeople
[35] sdgsandher

Top Hashtags in Tweet in G2:
[91] climatechange
[63] cop24
[46] adaptationmatters
[42] forests
[38] climateaction
[33] niger
[32] parisagreement
[26] india
[26] jordan
[26] nepal

Top Hashtags in Tweet in G3:
[49] climatechange
[12] niger
[12] climate
[11] cop24
[10] idaworks
[9] climateaction
[9] climatesmart
[8] pollution
[5] investinpeople
[5] humancapital

Top Hashtags in Tweet in G4:
[27] fintech
[17] investinpeople
[14] regtech
[7] cgdtalks
[7] endpoverty
[6] countpovertyout
[5] mortgagestress
[4] sustainable
[4] unga
[3] riskfinancing

Top Hashtags in Tweet in G5:
[2] climate
[2] africa
[2] argentina
[2] cop24
[2] adaptationmatters
[2] climateaction
[1] empower
[1] equality
[1] green
[1] peace

Top Hashtags in Tweet in G6:
[11] climatechange
[6] worldbank
[5] climate
[5] actonclimate
[4] poverty
[4] investinpeople
[3] cop24
[3] sum4all
[3] undp
[3] global

Top Hashtags in Tweet in G7:
[23] july
[12] climatechange
[8] nug
[8] cop24
[7] children
[7] earlyyears
[6] afghanistan
[5] climate
[4] endpoverty
[4] investinpeople

Top Hashtags in Tweet in G8:
[15] bisridam
[15] lebanon
[8] byebye2018
[8] hello2019
[8] niger
[7] tunisia
[6] watercartoon
[5] climatechange
[5] iraq
[5] reconstruction

Top Hashtags in Tweet in G10:
[11] cop24
[7] parisagreement
[4] climate
[3] endpoverty
[3] countpovertyout
[3] climateaction
[3] kiribati
[2] worldbank
[2] climatechange
[2] africa

Top Words
Top Words in Tweet in Entire Graph:
[2235] Words in Sentiment List#1: Positive
[1555] Words in Sentiment List#2: Negative
[10] Words in Sentiment List#3: Angry/Violent
[68956] Non-categorized Words
[72746] Total Words
[1631] worldbank
[1103] global
[647] climate
[485] 1
[474] more

Top Words in Tweet in G1:
[930] worldbank
[349] global
[293] 1
[219] climate
[164] new
[163] top
[154] business
[152] environment
[152] change
[150] 10

Top Words in Tweet in G2:
[302] wbg_climate
[150] more
[133] worldbank
[132] global
[119] learn
[114] climate
[112] year
[91] climatechange
[91] charts
[90] review

Top Words in Tweet in G3:
[93] global
[83] wbg_climate
[79] s
[67] worldbank
[67] year
[66] face
[63] world
[60] climate
[52] people
[52] review

Top Words in Tweet in G4:
[72] worldbank
[67] global
[30] imfnews
[27] fintech
[24] people
[21] world
[21] 2018
[21] drtedros
[21] s
[18] 10

Top Words in Tweet in G5:
[46] worldbank
[37] s
[31] unenvironment
[24] environment
[21] new
[19] year
[18] resolution
[18] comment
[18] below
[18] make

Top Words in Tweet in G6:
[49] global
[41] world
[33] climate
[28] bank
[16] change
[15] poverty
[14] more
[14] countries
[13] 2018
[13] worldbank

Top Words in Tweet in G7:
[43] worldbanksasia
[37] quality
[36] climate
[36] worldbank
[35] wbg_climate
[34] more
[33] education
[33] school
[32] know
[32] program

Top Words in Tweet in G8:
[71] water
[44] global
[37] worldbank
[35] s
[35] worldbankwater
[26] stop
[24] lebanon
[24] report
[23] security
[23] changing

Top Words in Tweet in G9:
[130] health
[66] road
[66] safety
[65] global
[65] team
[65] sincere
[65] let's
[65] advance
[65] initiative
[65] everyday

Top Words in Tweet in G10:
[14] worldbank
[14] world
[13] day
[12] wb_asiapacific
[11] cop24
[11] 50
[10] 1
[10] global
[10] here's
[10] people

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[310] climate,change
[241] year,review
[236] learn,more
[174] global,warming
[169] more,year
[167] review,charts
[164] top,10
[164] 1,5
[162] window,keeping
[162] keeping,global

Top Word Pairs in Tweet in G1:
[149] climate,change
[144] top,10
[144] 10,economies
[143] doingbiz,top
[143] economies,best
[143] best,exemplifying
[143] exemplifying,business
[143] business,friendly
[143] friendly,environment
[143] environment,2017

Top Word Pairs in Tweet in G2:
[118] learn,more
[89] year,review
[81] more,year
[80] review,charts
[75] window,keeping
[75] keeping,global
[75] global,warming
[75] warming,1
[75] 1,5
[75] 5,degrees

Top Word Pairs in Tweet in G3:
[52] year,review
[43] tell,story
[43] story,challenges
[43] challenges,face
[43] face,actions
[43] actions,needed
[43] needed,create
[42] worldbank's,year
[42] review,data
[42] data,charts

Top Word Pairs in Tweet in G4:
[16] time,investinpeople
[16] investinpeople,now
[16] now,see
[16] see,2018
[16] 2018,drtedros
[16] drtedros,unicefchief
[16] unicefchief,leehsienlong
[16] leehsienlong,others
[16] others,raised
[15] globally,percentage

Top Word Pairs in Tweet in G5:
[24] worldbank,unenvironment
[18] unenvironment,new
[18] new,year
[18] year,s
[18] s,resolution
[18] resolution,environment
[18] environment,comment
[18] comment,below
[18] below,make
[18] make,commitment

Top Word Pairs in Tweet in G6:
[28] world,bank
[15] climate,change
[6] poorest,countries
[5] 2018,year
[5] social,media
[5] 5,ways
[5] ways,reduce
[5] reduce,drivers
[5] drivers,climatechange
[5] climatechange,actonclimate

Top Word Pairs in Tweet in G7:
[32] school,buildings
[31] know,education
[31] education,quality
[31] quality,improvement
[31] improvement,program
[31] program,equip
[31] equip,constructed
[31] constructed,31
[31] 31,school
[31] buildings,established

Top Word Pairs in Tweet in G8:
[26] global,water
[22] water,security
[21] security,sanitation
[21] sanitation,partnership
[20] partnership,launch
[20] launch,annual
[20] annual,report
[20] report,water
[20] water,s
[20] s,edge

Top Word Pairs in Tweet in G9:
[66] road,safety
[65] global,health
[65] health,team
[65] team,sincere
[65] sincere,let's
[65] let's,advance
[65] advance,road
[65] safety,initiative
[65] initiative,everyday
[65] everyday,world

Top Word Pairs in Tweet in G10:
[10] people,living
[8] here's,incomes
[8] incomes,break
[8] break,down
[8] down,around
[8] around,world
[8] world,80
[8] 80,people
[8] living,1
[8] 1,00

Top Replied-To
Top Replied-To in Entire Graph:
@worldbank
@wbg_climate
@un
@wef
@elisa_jkt
@bsebti
@revkin
@scottadamssays
@linda_a_bailey
@mvmeet

Top Replied-To in G1:
@worldbank
@jmckenty
@maripantsar
@envirogreenp
@bboason
@wmnjoya
@wbg_climate

Top Replied-To in G2:
@wbg_climate
@worldbank

Top Replied-To in G3:
@bsebti
@worldbank
@linda_a_bailey
@wbg_climate
@fao

Top Replied-To in G4:
@un
@vkraomovva
@the_trump_train
@loverules_julie
@drtedros
@cgdev
@n_miailhe
@menabster
@realdonaldtrump
@indy_johar

Top Replied-To in G5:
@worldbank
@revkin
@wbg_climate
@nanaamayeboaa1
@leodicaprio
@ugail
@noelinjm
@unfccc
@ccacoalition

Top Replied-To in G8:
@worldbank
@wbg_climate
@lem_ngo
@worldbankwater
@abramson_mona

Top Replied-To in G10:
@dsatterthwaite
@mattberkley
@agarwal_hridesh

Top Mentioned
Top Mentioned in Entire Graph:
@worldbank
@wbg_climate
@juliebabyar
@antgrasso
@bsebti
@connect4climate
@wbg_cities
@worldbanksasia
@worldbankwater
@unicef

Top Mentioned in G1:
@worldbank
@antgrasso
@maripantsar
@treasury_wb
@jingdonghua
@epa
@undp
@xpheno_
@eduardobhatia
@un_women

Top Mentioned in G2:
@wbg_climate
@worldbank
@connect4climate
@worldb
@wbg_gov
@marcelomena
@wbg_ida
@msftresearch
@gfdrr
@kgeorgieva

Top Mentioned in G3:
@worldbank
@wbg_climate
@bsebti
@wbg_cities
@wbg_energy
@wb_research
@landesa_global
@w
@wbg_environment
@wo

Top Mentioned in G4:
@worldbank
@imfnews
@drtedros
@worldbankkenya
@un
@unicefchief
@leehsienlong
@wbg_finance
@masoodcgd
@lrojassuarez

Top Mentioned in G5:
@worldbank
@unenvironment
@unfccc
@wbg_climate
@narendramodi
@worldresources
@gfdrr
@wriclimate
@naturenews
@environmentca

Top Mentioned in G6:
@flabluegold
@zeroco2_
@gameing

Top Mentioned in G7:
@worldbanksasia
@worldbank
@wbg_climate
@kgeorgieva
@annebrockmeyer
@hamidyousafi
@idah_wb
@gatesfoundation
@bsebti
@gfdrr

Top Mentioned in G8:
@worldbankwater
@worldbank
@un_water
@lem_ngo
@wbg_climate
@worldbankmena
@ibrahimkdajani
@50_litres
@katalinbogyay
@elsenviron

Top Mentioned in G9:
@juliebabyar
@who
@un
@cstenews
@hhsgov
@wef
@worldbank
@eucouncil
@trc_oman
@asean

Top Mentioned in G10:
@worldbank
@wb_asiapacific
@ifc_org
@ingridharvold
@world
@royaleconsoc
@mattberkley
@andrewm_fischer
@timothyawise
@thomaspogge

Top Tweeters
Top Tweeters in Entire Graph:
@jornalistavitor
@filafresh
@honeymoongondol
@inabster
@john1966olsen
@saragomezaranci
@smartcityfeed
@menabster
@wwf
@indianexpress

Top Tweeters in G1:
@filafresh
@msmwatchdog2013
@sandyc1772
@_masumi_222
@anselmonadir
@thegoodvampire
@machinelearnflx
@rapeka
@julietkego
@badruddeen

Top Tweeters in G2:
@saragomezaranci
@olumideidowu
@shicooks
@jj_angelus
@wandainparis
@ineeshadvs
@bigpicguy
@christophe77
@michaelpurvis64
@kim_harding

Top Tweeters in G3:
@zimrirosas
@syawal
@libyanbentbladi
@abusulayman
@richardmunang
@lee_alley
@greenvisionzim
@planitpres
@mnarbs
@sabahhamamou

Top Tweeters in G4:
@inabster
@menabster
@bkindngood
@femiabodunde
@bbcnews
@cnn
@msnbc
@vkraomovva
@global_renewal
@jnj_kahl

Top Tweeters in G5:
@indianexpress
@timesofindia
@citi973
@dcarsoncpa
@faisalshaikh113
@joy997fm
@kerryannsmith1
@emweeklyrpt
@pablorodas
@onua951fm

Top Tweeters in G6:
@thinktankthuto
@eduzord
@udit_eco
@econ_cl
@zeroco2_
@clime_it
@banggenn
@rpujolvives
@gravity_v20
@treebanker

Top Tweeters in G7:
@ishagshafeeg
@cocopazzo
@mrityun02359258
@akramchishti2
@ayushsi63554501
@rvahidian
@ebcrew00
@wayand_
@abduljaleelmar
@shahbaztattla

Top Tweeters in G8:
@wwf
@leila1h
@drmagdyalsharif
@lsi_france
@samia77881
@romdhanifaten
@lmmkelley
@hassoun
@jeremiahosgo
@mustafafield

Top Tweeters in G9:
@juliebabyar
@pahowho
@hhsgov
@trc_oman
@asean
@usdot
@bloombergdotorg
@eucouncil
@cstenews
@gerri27673416

Top Tweeters in G10:
@raulpacheco
@dwatchnews
@dunya_gazetesi
@ernamh
@davidgraeber
@annpettifor
@wb_asiapacific
@brankomilan
@dwatchnews_asp
@deanbaker13


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