worldbank, Twitter, 12/4/2020 10:34:38 AM, 242652


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worldbank_2020-12-03_05-25-33.xlsx
worldbank_2020-12-03_05-25-33.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 04, 2020
Short Description:
worldbank via NodeXL https://bit.ly/2JqzVLr
@worldbank
@worldbankwater
@bhatsunils
@wbg_climate
@bancomundial
@glcarlstrom
@rupamkumarsaha1
@ashishg78849401
@timourazhari
@dfs_mwc

Top hashtags:
#covid19
#pmcbankcrisis
#investinugyouth
#worldbank
#lebanon
#idpd2020

Description:
Description
The graph represents a network of 6,790 Twitter users whose tweets in the requested range contained "worldbank", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 03 December 2020 at 13:36 UTC.

The requested start date was Thursday, 03 December 2020 at 01:01 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 3-day, 8-hour, 32-minute period from Sunday, 29 November 2020 at 16:22 UTC to Thursday, 03 December 2020 at 00:54 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 : 6790
Unique Edges : 9303
Edges With Duplicates : 31577
Total Edges : 40880
Number of Edge Types : 5
Mentions : 15784
MentionsInRetweet : 18438
Retweet : 4668
Replies to : 1232
Tweet : 758
Self-Loops : 842
Reciprocated Vertex Pair Ratio : 0.0197827253218884
Reciprocated Edge Ratio : 0.0387979220096008
Connected Components : 382
Single-Vertex Connected Components : 197
Maximum Vertices in a Connected Component : 5835
Maximum Edges in a Connected Component : 39554
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.46018
Graph Density : 0.000329889097650167
Modularity : 0.292332
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 6,790 Twitter users whose tweets in the requested range contained "worldbank", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 03 December 2020 at 13:36 UTC.

The requested start date was Thursday, 03 December 2020 at 01:01 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 3-day, 8-hour, 32-minute period from Sunday, 29 November 2020 at 16:22 UTC to Thursday, 03 December 2020 at 00:54 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
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:
[79] https://www.worldbank.org/en/news/press-release/2020/11/30/lebanon-is-in-a-deliberate-depression-with-unprecedented-consequences-for-its-human-capital-stability-and-prosperity?cid=SHR_SitesShareTT_EN_EXT
[58] https://www.worldbank.org/en/country/southafrica/publication/new-study-finds-immigrants-in-south-africa-generate-jobs-for-locals
[52] https://www.worldbank.org/en/news/press-release/2020/11/30/lebanon-is-in-a-deliberate-depression-with-unprecedented-consequences-for-its-human-capital-stability-and-prosperity
[31] https://live.worldbank.org/realizing-future-learning-today
[27] https://live.worldbank.org/building-more-disability-inclusive-accessible-and-sustainable-post-covid-19-world-international-day
[25] https://www.pscp.tv/w/cpOEMjIyNjMzMzJ8MW1yR213WFpqQXd4eZkkaWwdR5y1ISYIRdTscb6NHVzmiDJY7Iazh9ECaTuv
[17] https://live.worldbank.org/behind-the-mission-inclusion-and-disabilities-world-bank-group
[16] https://datatopics.worldbank.org/sdgatlas/
[15] https://openknowledge.worldbank.org/handle/10986/29001
[13] https://play.webvideocore.net/popapp.php?l=2711&w=720&h=800&p=46DIIE2FICI3GGC&title=World+Bank+Economic+Update+November+2020&bgcolor1=%23ffffff&bgcolor2=%23e0e0e0&hide_playlist=1&hide_description=&hide_live_chat=&layout=default&is_inversed=&theme=light&image=https://member.streamingvideoprovider.com/panel/server/clip%3Fa%3DGenerateThumbnail%26clip_id%3D3217478%26size%3Dlarge&use_html5=1&live_id=evp5za7oy3cc&sel_playlist=&sel_multiplaylist=&is_responsive=1&is_vertical=&one_thumb_per_row=&thumbs_size=medium&disable_hash=1&skinAlpha=50&colorBase=%23250864&colorIcon=&colorHighlight=%237f54f8&fs_popin=&start_volume=&close_button=&player_align=NONE&player_bar=1&auto_play=&auto_hide_player_controls=1&chat_position=&description_position=&playlist_position=&allow_fullscreen=1&player_start_volume=&widget_height_behavior=0&template_published_fields=-1&play_button=1&play_button_style=pulsing&show_auto_play_next=&auto_play_next=&floating_player=none

Top URLs in Tweet in G1:
[59] https://www.worldbank.org/en/news/press-release/2020/11/30/lebanon-is-in-a-deliberate-depression-with-unprecedented-consequences-for-its-human-capital-stability-and-prosperity?cid=SHR_SitesShareTT_EN_EXT
[24] https://www.pscp.tv/w/cpOEMjIyNjMzMzJ8MW1yR213WFpqQXd4eZkkaWwdR5y1ISYIRdTscb6NHVzmiDJY7Iazh9ECaTuv
[7] https://www.worldbank.org/en/news/press-release/2020/11/30/lebanon-is-in-a-deliberate-depression-with-unprecedented-consequences-for-its-human-capital-stability-and-prosperity
[6] https://www.ur2020.org/agenda/session/440144
[5] https://www.ur2020.org/agenda?dates=1606780800000&filters=83939
[5] https://www.youtube.com/watch?v=DQ86FeWf-II&feature=youtu.be

[4] https://live.worldbank.org/realizing-future-learning-today?cid=ECR_TT_worldbank_EN_EXT
[4] https://understandrisk.org/event/ur2020_forum/
[4] https://www.weforum.org/agenda/2020/11/the-global-covid-19-fintech-market-rapid-assessment
[4] https://blogs.worldbank.org/climatechange/fighting-infectious-diseases-connection-climate-change?cid=EXT_WBBlogTweetableShare_D_EXT

Top URLs in Tweet in G2:
[29] https://live.worldbank.org/realizing-future-learning-today
[26] https://live.worldbank.org/building-more-disability-inclusive-accessible-and-sustainable-post-covid-19-world-international-day
[15] https://live.worldbank.org/behind-the-mission-inclusion-and-disabilities-world-bank-group
[9] https://www.facebook.com/worldbank/posts/5413438828681829?__tn__=-R
[8] https://www.cgdev.org/event/new-work-measuring-womens-economic-empowerment-striving-harmonization-and-practical
[6] https://live.worldbank.org/rethinking-urban-mobility-amid-covid-19
[6] http://wrld.bg/uV0b50CmnRN
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=241707
[6] https://bit.ly/37cro6E
[5] https://blogs.worldbank.org/health/emerging-covid-19-reflections-world-aids-day#WorldAIDSDay2020

Top URLs in Tweet in G3:
[4] https://ncr-iran.org/en/news/exclusive-report/flood-in-southwest-iran-mullahs-regime-takes-no-action/
[4] https://ncr-iran.org/en/news/irans-regime-continues-raising-prices-despite-peoples-economic-hardships/
[3] https://www.chronicle.co.zw/diaspora-remittances-up-48-in-10-months-rbz/
[2] https://twitter.com/Inderbabrah/status/1334000959651921921?s=19
[2] https://www.chronicle.co.zw/it-is-time-to-decolonise-the-world-bank-imf/
[1] https://twitter.com/RanvirShorey/status/1326562099632373761
[1] https://twitter.com/bhatsunils/status/1333449981382914048
[1] https://twitter.com/bhatsunils/status/1333459145433833472
[1] https://www.bbc.com/news/world-asia-india-54261121
[1] https://twitter.com/sunnyfernandes/status/1323100057764159488

Top URLs in Tweet in G4:
[13] https://play.webvideocore.net/popapp.php?l=2711&w=720&h=800&p=46DIIE2FICI3GGC&title=World+Bank+Economic+Update+November+2020&bgcolor1=%23ffffff&bgcolor2=%23e0e0e0&hide_playlist=1&hide_description=&hide_live_chat=&layout=default&is_inversed=&theme=light&image=https://member.streamingvideoprovider.com/panel/server/clip%3Fa%3DGenerateThumbnail%26clip_id%3D3217478%26size%3Dlarge&use_html5=1&live_id=evp5za7oy3cc&sel_playlist=&sel_multiplaylist=&is_responsive=1&is_vertical=&one_thumb_per_row=&thumbs_size=medium&disable_hash=1&skinAlpha=50&colorBase=%23250864&colorIcon=&colorHighlight=%237f54f8&fs_popin=&start_volume=&close_button=&player_align=NONE&player_bar=1&auto_play=&auto_hide_player_controls=1&chat_position=&description_position=&playlist_position=&allow_fullscreen=1&player_start_volume=&widget_height_behavior=0&template_published_fields=-1&play_button=1&play_button_style=pulsing&show_auto_play_next=&auto_play_next=&floating_player=none
[6] http://documents.worldbank.org/curated/en/568041606834715531/Uganda-Economic-Update-16th-Edition-Investing-in-Uganda-s-Youth
[6] https://zoom.us/meeting/register/tJArd-CsrzwvG9BFXMCLVEggg7gCns9r2IL-
[3] https://www.worldbank.org/en/events/2020/10/16/blog4dev-2021?cid=SHR_SitesShareTT_EN_EXT
[3] https://twitter.com/ntvuganda/status/1334106441813270529
[1] https://www.youtube.com/watch?v=NHrUanFI_3E

[1] https://twitter.com/thee_itesot/status/1334116589780733953
[1] https://www.worldbank.org/en/events/2020/10/16/blog4dev-2021?cid=afr_tt_wbafrica_en_ext
[1] https://twitter.com/AnitahNekesa/status/1334076992262692867
[1] https://twitter.com/Uganda4Dev/status/1334086385662353409

Top URLs in Tweet in G5:
[11] https://www.ifpri.org/event/virtual-event-new-nutrition-reality-time-recognize-and-tackle-double-burden-malnutrition
[7] https://youtube.com/ifpri
[5] https://www.ifpri.org/event/virtual-event-food-policy-research-and-capacity-development-eurasia
[3] https://facebook.com/ifpri.org
[3] https://www.linkedin.com/company/ifpri/
[3] https://www.rti.org/event/society-international-development-%E2%80%93-washington-chapter-mitigating-poor-urban-sanitation-and
[1] https://www.internationalmidwives.org/assets/files/news-files/2020/12/potential-impact-of-midwives.pdf
[1] https://twitter.com/nigigebi/status/1334181038403235842
[1] https://openknowledge.worldbank.org/handle/10986/32383
[1] https://twitter.com/UN_Water/status/1334157636649029638

Top URLs in Tweet in G6:
[25] https://www.worldbank.org/en/news/press-release/2020/11/30/lebanon-is-in-a-deliberate-depression-with-unprecedented-consequences-for-its-human-capital-stability-and-prosperity
[11] https://www.worldbank.org/en/news/press-release/2020/11/30/lebanon-is-in-a-deliberate-depression-with-unprecedented-consequences-for-its-human-capital-stability-and-prosperity?cid=SHR_SitesShareTT_EN_EXT
[4] https://datatopics.worldbank.org/sdgatlas/
[4] https://www.worldbank.org/en/country/southafrica/publication/new-study-finds-immigrants-in-south-africa-generate-jobs-for-locals
[3] https://twitter.com/WorldBank/status/1333818491204481025
[3] http://documents1.worldbank.org/curated/en/474551606779642981/pdf/Lebanon-Economic-Monitor-The-Deliberate-Depression.pdf
[3] http://plopandrei.com/worldbank-summer-internship-program-for-young-professionals-paid-internship
[3] https://data.worldbank.org/indicator/NY.GDP.MKTP.KD.ZG
[2] https://www.worldbank.org/en/news/press-release/2020/10/07/covid-19-to-add-as-many-as-150-million-extreme-poor-by-2021
[2] https://twitter.com/WorldBank/status/1333229378386399234

Top URLs in Tweet in G7:
[5] http://wrld.bg/fzvZ30rlrIq
[4] https://presidency.gov.mv/Press/Article/24009
[2] https://blogs.worldbank.org/fr/voices/tirer-les-lecons-de-la-lutte-contre-la-pollution-beijing-new-delhi-et-mexico?cid=ecr_tt_worldbank_fr_ext
[2] https://delvedatabase.org/news/covid_asm_forum
[2] https://www.worldbank.org/en/topic/energy/publication/solar-photovoltaic-power-potential-by-country#?cid=SHR_SiteTweetable_XX_EXT
[2] https://documents.worldbank.org/en/publication/documents-reports/documentdetail/604661606761245743/lights-out-covid-19-containment-policies-and-economic-activity
[2] https://www.vertraginternational.com/
[1] https://blogs.worldbank.org/fr/voices/triple-benefice-des-moyens-de-cuisson-propres-environnement-egalite-hommes-femmes-sante?cid=ecr_tt_worldbank_fr_ext
[1] https://blogs.worldbank.org/fr/voices/changement-climatique-senegal-protection-sociale-adaptative-au-secours-des-menages-sinistres?cid=ecr_tt_worldbank_fr_ext
[1] https://blogs.worldbank.org/fr/voices/covid-19-pourquoi-il-est-important-de-cerner-qui-sont-les-nouveaux-pauvres?cid=ecr_tt_worldbank_fr_ext

Top URLs in Tweet in G8:
[2] http://wrld.bg/uc4u50CmibL
[2] http://wrld.bg/NUPM50CtWG1
[1] https://live.worldbank.org/international-day-persons-with-disabilities?cid=ccg_tt_climatechange_en_ext
[1] http://wrld.bg/Ct2X50Cmi9i
[1] https://www.worldbank.org/en/news/immersive-story/2020/09/08/5-years-of-climate-leadership-the-world-bank-groups-first-climate-action-plan?cid=ccg_tt_climatechange_en_ext
[1] http://wrld.bg/c3TP50BLu5f
[1] http://wrld.bg/fjtF50CgWre
[1] http://wrld.bg/n46O50Ci1vX
[1] http://wrld.bg/OMh950CbJar
[1] http://wrld.bg/VFGX50BNfH9

Top URLs in Tweet in G9:
[52] https://www.worldbank.org/en/country/southafrica/publication/new-study-finds-immigrants-in-south-africa-generate-jobs-for-locals

Top URLs in Tweet in G10:
[1] https://www.youtube.com/watch?v=vH185Y--Pkw&feature=youtu.be

[1] https://twitter.com/npcchd/status/1334052182371540992
[1] https://www.weforum.org/agenda/2020/11/the-global-covid-19-fintech-market-rapid-assessment?_cldee=cmViZWNjYUBza3VjaGFpbi5jb20%3d&recipientid=lead-24437c7d4f2eeb11a813000d3aade6a9-8df8ea011146436ca0e3dc2293db0ffd&esid=282ce712-d52d-eb11-a813-000d3aade6a9
[1] https://www.washingtonpost.com/world/the_americas/hurricane-eta-iota-honduras-central-america/2020/11/25/8cd11e98-2e75-11eb-bae0-50bb17126614_story.html
[1] https://www.liveindia.news/India/bank-holidays-in-december-month-2020-rbi-bank-holiday-list

Top Domains
Top Domains in Tweet in Entire Graph:
[1193] worldbank.org
[221] twitter.com
[146] wrld.bg
[41] youtube.com
[27] pscp.tv
[24] facebook.com
[19] ur2020.org
[19] bit.ly
[17] change.org
[17] linkedin.com

Top Domains in Tweet in G1:
[268] worldbank.org
[52] twitter.com
[26] pscp.tv
[18] ur2020.org
[15] change.org
[13] youtube.com
[12] wrld.bg
[7] understandrisk.org
[7] facebook.com
[6] weforum.org

Top Domains in Tweet in G2:
[316] worldbank.org
[80] wrld.bg
[25] twitter.com
[13] bit.ly
[12] facebook.com
[8] cgdev.org
[7] pathable.co
[6] nodexlgraphgallery.org
[5] eventbrite.com
[5] cvent.com

Top Domains in Tweet in G3:
[47] twitter.com
[8] ncr-iran.org
[5] co.zw
[2] imf.org
[2] youtube.com
[2] aljazeera.com
[1] bbc.com
[1] pscp.tv
[1] alarabiya.net
[1] moneycontrol.com

Top Domains in Tweet in G4:
[13] webvideocore.net
[11] worldbank.org
[7] twitter.com
[6] zoom.us
[1] youtube.com
[1] co.ug

Top Domains in Tweet in G5:
[16] ifpri.org
[9] youtube.com
[6] twitter.com
[3] facebook.com
[3] linkedin.com
[3] rti.org
[2] worldbank.org
[2] blogspot.com
[1] internationalmidwives.org
[1] sidw.org

Top Domains in Tweet in G6:
[160] worldbank.org
[26] twitter.com
[6] linkedin.com
[5] reuters.com
[3] plopandrei.com
[2] revolutionarycommunist.org
[2] com.lb
[2] infoblaze.com
[2] arabnews.com
[2] gf-accord.biz

Top Domains in Tweet in G7:
[29] worldbank.org
[9] wrld.bg
[5] twitter.com
[4] gov.mv
[2] delvedatabase.org
[2] gov.in
[2] vertraginternational.com
[1] ur2020.org
[1] virtualreinvest.in
[1] mission-innovation.net

Top Domains in Tweet in G8:
[11] wrld.bg
[7] worldbank.org
[3] ow.ly
[3] twitter.com
[2] wri.org
[2] fiinews.com
[1] shorturl.at
[1] unfccc.int
[1] government.se
[1] zoom.us

Top Domains in Tweet in G9:
[52] worldbank.org

Top Domains in Tweet in G10:
[1] youtube.com
[1] twitter.com
[1] weforum.org
[1] washingtonpost.com
[1] liveindia.news

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[565] covid19
[363] pmcbankcrisis
[228] investinugyouth
[141] worldbank
[139] lebanon
[120] idpd2020
[118] africa
[115] pmcbankscam
[89] education
[81] edtech



Top Hashtags in Tweet in G1:
[141] covid19
[54] lebanon
[36] ur2020
[26] edtech
[26] yemen
[19] worldbank
[17] idpd2020
[16] africa
[15] education
[12] subsaharan

Top Hashtags in Tweet in G2:
[280] covid19
[92] idpd2020
[68] education
[56] iacc2020
[54] edtech
[43] behindthemissionwbg
[33] corruption
[29] africa
[28] yemen
[27] egypt

Top Hashtags in Tweet in G3:
[363] pmcbankcrisis
[115] pmcbankscam
[15] pmcbank
[10] india
[8] pmcbankdepositors
[8] worldbank
[8] iran
[6] imf
[5] abiy
[5] lakshmivilasbank

Top Hashtags in Tweet in G4:
[225] investinugyouth
[18] digitizeug
[12] investinugayouth
[11] uganda
[5] blog4dev
[5] covid19
[5] africa
[2] sdfimpactstudy2020
[2] skillingandsafety
[2] pwjk

Top Hashtags in Tweet in G5:
[25] ifpripolicyseminar
[13] nutrition
[9] midwives
[8] covidvaccines
[7] undernutrition
[7] obesity
[6] ifprilive
[6] foodsecurity
[5] sanitation
[4] happeningnow

Top Hashtags in Tweet in G6:
[61] worldbank
[20] lebanon
[18] economy
[16] nahp
[16] kemenpupr
[16] sigapmembangunnegeri
[16] kemendagri
[16] loan
[6] health
[5] covid19

Top Hashtags in Tweet in G7:
[58] maldives
[49] covid19
[7] dyk
[7] africa
[7] energy
[6] mining
[6] solarpowernaija
[5] afghan
[5] gender
[4] sdgatlas

Top Hashtags in Tweet in G8:
[24] sdgatlas
[22] ghg
[13] adaptationmatters
[9] climateadaptation
[8] floodrisk
[8] climatechange
[8] covid19
[6] resilientrecovery
[5] samoa
[5] financingresilience

Top Hashtags in Tweet in G10:
[2] covid19

Top Words
Top Words in Tweet in Entire Graph:
[3447] worldbank
[1540] nsitharaman
[1536] rbi
[1486] pmoindia
[1474] narendramodi
[1284] finminindia
[1157] fayedsouza
[1126] abpnews
[1109] mumbaimirror
[1018] sunnyfernandes

Top Words in Tweet in G1:
[1198] worldbank
[141] #covid19
[138] more
[138] world
[138] depression
[133] deliberate
[125] کے
[124] global
[116] کام
[116] نے

Top Words in Tweet in G2:
[737] worldbank
[280] #covid19
[246] join
[207] countries
[169] more
[160] dec
[148] world
[116] global
[106] disability
[105] women

Top Words in Tweet in G3:
[1521] rbi
[1469] nsitharaman
[1440] pmoindia
[1407] narendramodi
[1275] finminindia
[1157] fayedsouza
[1126] abpnews
[1109] mumbaimirror
[1017] sunnyfernandes
[806] icj_asia

Top Words in Tweet in G4:
[337] worldbank
[252] uganda
[242] ntvuganda
[224] #investinugyouth
[203] economic
[199] update
[187] 16th
[141] tonywbuganda
[139] uganda4dev
[131] youth

Top Words in Tweet in G5:
[83] worldbank
[25] #ifpripolicyseminar
[22] ifpri
[15] tackle
[15] double
[15] burden
[15] co
[15] india
[14] dec
[14] join

Top Words in Tweet in G6:
[61] #worldbank
[44] world
[41] more
[26] bank
[26] learn
[24] 19
[22] economic
[19] covid
[19] deliberate
[19] depression

Top Words in Tweet in G7:
[95] worldbank
[63] country
[58] #maldives
[56] director
[49] #covid19
[49] abdulla_shahid
[48] mr
[48] faris
[48] hadad
[48] zervos

Top Words in Tweet in G8:
[72] wbg_climate
[46] worldbank
[44] gigatonnes
[31] today
[30] countries
[29] year
[26] development
[24] #sdgatlas
[24] emissions
[22] #ghg

Top Words in Tweet in G9:
[140] study
[140] immigrants
[140] south
[91] africa
[90] finds
[90] generate
[90] jobs
[90] locals
[89] geoffreyyork
[50] 2018

Top Words in Tweet in G10:
[19] worldbank
[11] pmoindia
[10] rbi
[9] financialxpress
[9] finminindia
[8] cnbc_awaaz
[8] jagograhakjago
[8] rashtrapatibhvn
[8] aajtak
[8] consumerforum_

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1238] narendramodi,pmoindia
[1229] pmoindia,rbi
[1226] finminindia,nsitharaman
[1219] rbi,finminindia
[1143] nsitharaman,fayedsouza
[1100] abpnews,mumbaimirror
[1007] sunnyfernandes,narendramodi
[806] icj_asia,abpnews
[664] fayedsouza,icj_asia
[381] world,bank

Top Word Pairs in Tweet in G1:
[127] deliberate,depression
[71] speakerpelosi,worldbank
[66] world,bank
[62] covid,19
[59] کے,لیے
[59] human,capital
[58] جو,کام
[58] کام,بھارت
[58] بھارت,کے
[58] کے,ایک

Top Word Pairs in Tweet in G2:
[60] 9am,edt
[60] world,bank
[53] persons,disabilities
[53] dec,9am
[47] developing,countries
[47] dec,11am
[45] 11am,linkedin
[44] learn,more
[42] interested,working
[39] bank,group

Top Word Pairs in Tweet in G3:
[1238] narendramodi,pmoindia
[1229] pmoindia,rbi
[1221] finminindia,nsitharaman
[1219] rbi,finminindia
[1143] nsitharaman,fayedsouza
[1100] abpnews,mumbaimirror
[1007] sunnyfernandes,narendramodi
[806] icj_asia,abpnews
[664] fayedsouza,icj_asia
[282] mumbaimirror,mirrornow

Top Word Pairs in Tweet in G4:
[199] economic,update
[115] uganda,economic
[109] 16th,uganda
[88] 5pm,ntvuganda
[88] imfnews,worldbank
[86] wed,02
[86] 02,dec
[85] worldbank,kagutamuseveni
[85] rebeccakadagaug,bou_official
[84] update,#investinugyouth

Top Word Pairs in Tweet in G5:
[15] tackle,double
[15] double,burden
[12] #nutrition,reality
[12] reality,time
[12] time,recognize
[12] recognize,tackle
[11] dec,1st
[10] 1st,#ifpripolicyseminar
[10] #ifpripolicyseminar,#nutrition
[9] foodpolicycity,uw

Top Word Pairs in Tweet in G6:
[26] learn,more
[24] world,bank
[17] covid,19
[16] #nahp,#kemenpupr
[16] #kemenpupr,#sigapmembangunnegeri
[16] #sigapmembangunnegeri,#kemendagri
[16] #kemendagri,#worldbank
[16] #worldbank,#loan
[15] deliberate,depression
[10] human,capital

Top Word Pairs in Tweet in G7:
[52] worldbank,country
[52] country,director
[48] mr,faris
[48] faris,hadad
[48] hadad,zervos
[37] #maldives,enters
[37] enters,recovery
[37] recovery,economic
[37] economic,impact
[37] impact,#covid19

Top Word Pairs in Tweet in G8:
[22] #sdgatlas,#ghg
[22] #ghg,emissions
[22] emissions,risen
[22] risen,less
[22] less,gigatonnes
[22] gigatonnes,year
[22] year,1850
[22] 1850,over
[22] over,50
[22] 50,gigatonnes

Top Word Pairs in Tweet in G9:
[91] south,africa
[90] study,finds
[90] finds,immigrants
[90] immigrants,south
[90] africa,generate
[90] generate,jobs
[90] jobs,locals
[50] 2018,study
[50] study,world
[50] world,bank

Top Word Pairs in Tweet in G10:
[5] rohithiware,finminindia
[5] finminindia,nsitharaman
[5] nsitharaman,financialxpress
[5] financialxpress,hdbfinservices
[5] hdbfinservices,rashtrapatibhvn
[5] rashtrapatibhvn,rbi
[5] rbi,cnbc_awaaz
[5] cnbc_awaaz,consumerforum_
[5] consumerforum_,hrdministry
[5] hrdministry,jagograhakjago

Top Replied-To
Top Replied-To in Entire Graph:
@sunnyfernandes
@worldbank
@speakerpelosi
@narendramodi
@thee_itesot
@imfnews
@ieabirol
@smith_jeffreyt
@ashishg78849401
@pmcbankcrisis

Top Replied-To in G1:
@worldbank
@speakerpelosi
@unicef_yemen
@sodiqdeen21
@polarisbankltd
@tomamomirovic
@wsinno
@victoriakwakwa
@wef
@karimbitar

Top Replied-To in G2:
@worldbank
@imfnews
@davidmalpasswbg
@anticorruption
@fredthelobster
@dustinwatchman
@wbg_education
@wbg_inclusion
@wb_asiapacific
@adixon_wb

Top Replied-To in G3:
@sunnyfernandes
@narendramodi
@smith_jeffreyt
@ashishg78849401
@pmcbankcrisis
@anilbhoge
@bhatsunils
@chander05809676
@un
@drkodnani

Top Replied-To in G4:
@thee_itesot
@imfnews
@sheiosmukiga
@kobs_fifi
@uganda4dev
@jkkarungi
@dracarysug
@jordanshirumat2
@paulwebs1
@ntvuganda

Top Replied-To in G5:
@saboohsyed
@jonethio2
@thelancet
@nuriapiera
@docneto
@nenagh9
@frankacadee
@david8_krbot
@teambuilduk
@amasike

Top Replied-To in G7:
@worldbanknepal
@officeofrksingh
@aj_worldbank
@mofamv
@wbg_energy
@manusrinil
@realreanigeria
@worldbank
@amur_bash

Top Replied-To in G8:
@redgenkosi
@mumbamusondam
@sabreakingnews
@sowetanlive
@brendanjnash
@safmnews
@presidencyza
@wbg_climate

Top Replied-To in G9:
@advocatempohla
@stitchious
@kaysexwale

Top Replied-To in G10:
@rohithiware
@icicibank_care
@followcii
@inc
@imfnews
@icicibank
@drgargava
@deutschebank

Top Mentioned
Top Mentioned in Entire Graph:
@worldbank
@pmoindia
@nsitharaman
@narendramodi
@rbi
@finminindia
@fayedsouza
@abpnews
@mumbaimirror
@sunnyfernandes

Top Mentioned in G1:
@worldbank
@ptiofficial
@wef
@cambridgealtfin
@worldbankturkey
@chloencornish
@undp
@speakerpelosi
@worldbankmena
@mbuhari

Top Mentioned in G2:
@worldbank
@davidmalpasswbg
@wbg_education
@ifc_org
@linkedin
@un
@wbg_inclusion
@mari_pangestu
@diop_wb
@wbg_gov

Top Mentioned in G3:
@pmoindia
@rbi
@nsitharaman
@narendramodi
@finminindia
@fayedsouza
@abpnews
@mumbaimirror
@sunnyfernandes
@icj_asia

Top Mentioned in G4:
@worldbank
@ntvuganda
@tonywbuganda
@uganda4dev
@bou_official
@kagutamuseveni
@igguganda
@rebeccakadagaug
@sheilakulubya
@aselassie

Top Mentioned in G5:
@worldbank
@who
@ifpri
@world_midwives
@foodpolicycity
@uw
@uclchildhealth
@frankacadee
@unep
@usaid

Top Mentioned in G6:
@uhf_group

Top Mentioned in G7:
@worldbank
@abdulla_shahid
@ibusolih
@worldbanknepal
@wbg_energy
@mofamv
@banquemondiale
@seforallorg
@worldbanksasia
@worldbankindia

Top Mentioned in G8:
@wbg_climate
@worldbank
@imfnews
@adaptourworld
@worldresources
@hallegatte
@hhi
@hhiresilience
@ust1611official
@johnkerry

Top Mentioned in G9:
@geoffreyyork
@vusisambo
@epristo

Top Mentioned in G10:
@worldbank
@pmoindia
@rbi
@financialxpress
@finminindia
@cnbc_awaaz
@jagograhakjago
@rashtrapatibhvn
@aajtak
@consumerforum_

Top Tweeters
Top Tweeters in Entire Graph:
@jornalistavitor
@sectest9
@jurylady5
@peter_s_becks1
@federicoalves
@jude_mugabi
@independent
@baarahk
@femtech_
@john1966olsen

Top Tweeters in G1:
@femtech_
@s_total_s2
@ottlegalrebels
@world_news_eng
@johangreg
@fwwinterberg
@coronaupdatebot
@salman0800
@dailypostngr
@mobilepunch

Top Tweeters in G2:
@jornalistavitor
@sectest9
@jurylady5
@googleexpertuk
@cybersecurityn8
@lalojimjuarez
@tzdiscovery
@dev_discourse
@magarya
@prameshjain12

Top Tweeters in G3:
@independent
@nilimajumder
@cnnnews18
@httweets
@ndtv
@dailymirror
@guardian
@business
@reuters
@timesofindia

Top Tweeters in G4:
@jude_mugabi
@ntv
@malowbar
@bwahadenise
@ntvuganda
@mawunya_
@newvisionwire
@ssojo81
@euginearinda
@jeffsimbrown

Top Tweeters in G5:
@nigeriantribune
@zeenewsenglish
@the_hindu
@livemint
@scroll_in
@boota_ttsingh
@uninoticias
@bashirnichari1
@telemundonews
@nenagh9

Top Tweeters in G6:
@mtvenglishnews
@nelfreire
@bernamaradio
@lbci_news_en
@amritchhetrib
@abusulayman
@niti_bhan
@gfradelos
@egyindependent
@ariananews_

Top Tweeters in G7:
@baarahk
@al_maldives
@ayooyalowo
@illathhassan
@fareedaasf
@shafeeu
@ahmedmanik3
@badruddeen
@pib_india
@ingrx

Top Tweeters in G8:
@sabreakingnews
@michelleking66
@saleemulhuq
@digitaltrends
@sowetanlive
@safmnews
@dianaltu
@takvera
@marcelomena
@climatewed

Top Tweeters in G9:
@jdjongumzidenga
@neli_ngqulana
@nkanyiso_ngqulu
@_dorkvader_
@mscougar21
@benjiseitlhamo
@afronola
@vusisambo
@davidrieff
@pets4cats

Top Tweeters in G10:
@tmobile
@financialxpress
@icicibank_care
@lloydsbank
@airnewsalerts
@inc
@bajaj_finance
@tdbank_us
@ndtvprofit
@bankofbaroda


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