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Africa's pulse (April 2016)

2016 - wb_26572868
World Bank
Created on April 24, 2019 Last modified April 24, 2019 Page views 14 Metadata JSON
  • Document Description
  • Description
  • Series
  • Authoring information
  • Disclaimer and copyrights
  • Themes and topics
  • LDA topics
  • Metadata production

Description

Unique user defined ID
wb_26572868
Title
Africa's pulse (April 2016)
Date published
2016/4/1
Resource type
working-paper
Reference country
Country name
Africa
Type
World Bank Library
ID number
090224b08445991f
Language
Name Code
English EN

Series

Series name
Publications & Research / working-paper /

Authoring information

Authors
Last name
World Bank

Disclaimer and copyrights

Rights
World Bank
Terms governing use and reproduction
See World Bank Documents and Reports website at http://documents.worldbank.org/curated/en/home

Themes and topics

Topics
Unique Identifier Topic Vocabulary
Topic 1 Informatics World Bank, Documents and Reports
Topic 2 Law and Development World Bank, Documents and Reports
Topic 3 Infrastructure Economics and Finance World Bank, Documents and Reports
Topic 4 International Economics and Trade World Bank, Documents and Reports
Topic 5 Industry World Bank, Documents and Reports
Topic 6 Macroeconomics and Economic Growth World Bank, Documents and Reports
Subtopic 7 Macro-Fiscal Policy World Bank, Documents and Reports
Subtopic 8 International Trade and Trade Rules World Bank, Documents and Reports
Subtopic 9 Inflation World Bank, Documents and Reports
Subtopic 10 Macroeconomic Management World Bank, Documents and Reports
Subtopic 11 Commodity Risk Management World Bank, Documents and Reports

LDA topics

LDA model
Author Model Identifier Number of topics Description Corpus name
DECDG WB_LDA_ALL_40 40 Latent Dirichlet Allocation (LDA) WB Docs
LDA topics
Topic
Score (%)
Top words
Topic 21
32%
percent, growth, debt, rate, year, increase, price, export, high
Topic 34
31%
country, economic, policy, growth, development, region, market, world_bank, world
Topic 20
13%
water, urban, city, supply, service, sanitation, area, municipal, municipality
Topic 12
5%
export, price, import, product, trade, industry, production, market, good
Topic 22
5%
service, firm, sector, business, private, access, technology, market, percent
Topic 16
4%
datum, result, effect, model, table, estimate, level, variable, analysis
Topic 4
4%
land, resettlement, compensation, project, affect, area, household, people, district
Topic 17
2%
transport, port, traffic, cost, railway, service, vehicle, bus, rail
Topic 5
2%
risk, climate_change, climate, disaster, flood, impact, loss, adaptation, damage
Topic 38
2%
energy, bio_gas, emission, oil, fuel, total, cost, coal, carbon
Topic 29
1%
country, development, bank, world_bank, sector, work, support, global, world_bank_group
Topic 11
1%
law, company, regulation, state, require, legal, provide, information, issue
Topic 33
1%
business, economy, tax, time, procedure, cost, day, property, indicator
Topic 3
1%
tax, expenditure, government, revenue, public, budget, percent, cost, state
Topic 6
1%
make, people, work, group, time, problem, state, case, good
Topic 10
1%
sector, government, reform, public, policy, program, support, improve, development
Topic 26
1%
road, maintenance, construction, project, work, highway, traffic, transport, rehabilitation
Topic 28
1%
program, community, development, support, local, level, activity, national, government
Topic 1
1%
project, implementation, bank, component, objective, performance, million, satisfactory, indicator
Topic 19
1%
area, irrigation, crop, production, farm, farmer, land, year, agricultural
Topic 31
1%
republic, finance, date, nonperforming_loan, ministry, party, development, repay, borrower
Topic 23
1%
date, project, actual, target, public, baseline, current, end, status
Topic 37
1%
agricultural, agriculture, farmer, research, rural, food, production, extension, livestock
Topic 13
1%
project, environmental, social, impact, include, management, policy, safeguard, implementation
Topic 25
1%
education, school, teacher, student, training, secondary, high, primary, level
Topic 30
1%
household, woman, poverty, percent, poor, income, labor, employment, age
Topic 14
1%
bank, financial, nonperforming_loan, credit, market, investment, risk, finance, fund
Topic 15
1%
power, electricity, cost, energy, generation, distribution, supply, tariff, transmission
Topic 8
1%
forest, area, land, management, conservation, resource, forestry, protect, biodiversity
Topic 32
1%
site, construction, environmental, impact, waste, area, contractor, work, material
Topic 40
1%
water, project, river, construction, area, environmental, dam, impact, county
Topic 7
1%
health, service, child, population, facility, hospital, aid, nutrition, care
Topic 24
1%
project, environmental, assessment, service, category, development, objective, tel, determine
Topic 39
1%
project, management, procurement, implementation, financial, include, report, activity, support
Topic 18
1%
agreement, section, association, borrower, project, bank, date, condition, paragraph
Topic 35
1%
million, government, year, investment, sector, development, increase, total, plan

Metadata production

Document title
Africa's pulse (April 2016)
Unique ID number for the document
wb_26572868
Producers
Name Abbreviation Affiliation Role
Development Economics Data Group DECDG World Bank Generate metadata
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