Financing urban water services in Kenya : utility shadow credit ratings
2011 - wb_15917868
Jemima Sy
Description
Unique user defined ID
wb_15917868
Title
Financing urban water services in Kenya : utility shadow credit ratings
Date published
2011/11/1
Resource type
working-paper
Reference country
| Country name | Country code |
|---|---|
| Kenya | KEN |
Type
World Bank Library
ID number
090224b0828b5a1b
Language
| Name | Code |
|---|---|
| English | EN |
Series
Series name
Publications & Research / working-paper / Water and Sanitation Program
Authoring information
Authors
| First name | Last name |
|---|---|
| Jemima | Sy |
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 | Macroeconomics and Economic Growth | World Bank, Documents and Reports |
| Topic 2 | Water Supply and Sanitation | World Bank, Documents and Reports |
| Topic 3 | Finance and Financial Sector Development | World Bank, Documents and Reports |
| Subtopic 4 | Sanitation and Sewerage | World Bank, Documents and Reports |
| Subtopic 5 | Engineering | World Bank, Documents and Reports |
| Subtopic 6 | Public Sector Economics | World Bank, Documents and Reports |
| Subtopic 7 | Water and Human Health | World Bank, Documents and Reports |
| Subtopic 8 | Hydrology | World Bank, Documents and Reports |
| Subtopic 9 | Water Supply and Sanitation Economics | World Bank, Documents and Reports |
| Subtopic 10 | Sanitary Environmental Engineering | World Bank, Documents and Reports |
| Subtopic 11 | Small Private Water Supply Providers | World Bank, Documents and Reports |
| Subtopic 12 | Environmental Engineering | World Bank, Documents and Reports |
| Subtopic 13 | Health and Sanitation | World Bank, Documents and Reports |
| Subtopic 14 | Public Finance Decentralization and Poverty Reduction | World Bank, Documents and Reports |
| Subtopic 15 | Town Water Supply and Sanitation | 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 20
23%
water,
urban,
city,
supply,
service,
sanitation,
area,
municipal,
municipality
Topic 14
23%
bank,
financial,
nonperforming_loan,
credit,
market,
investment,
risk,
finance,
fund
Topic 3
23%
tax,
expenditure,
government,
revenue,
public,
budget,
percent,
cost,
state
Topic 21
9%
percent,
growth,
debt,
rate,
year,
increase,
price,
export,
high
Topic 27
7%
fund,
financial,
bank,
statement,
audit,
donor,
grant,
year,
trust_fund
Topic 1
6%
project,
implementation,
bank,
component,
objective,
performance,
million,
satisfactory,
indicator
Topic 15
4%
power,
electricity,
cost,
energy,
generation,
distribution,
supply,
tariff,
transmission
Topic 16
4%
datum,
result,
effect,
model,
table,
estimate,
level,
variable,
analysis
Topic 33
3%
business,
economy,
tax,
time,
procedure,
cost,
day,
property,
indicator
Topic 23
2%
date,
project,
actual,
target,
public,
baseline,
current,
end,
status
Topic 29
1%
country,
development,
bank,
world_bank,
sector,
work,
support,
global,
world_bank_group
Topic 19
1%
area,
irrigation,
crop,
production,
farm,
farmer,
land,
year,
agricultural
Topic 10
1%
sector,
government,
reform,
public,
policy,
program,
support,
improve,
development
Topic 39
1%
project,
management,
procurement,
implementation,
financial,
include,
report,
activity,
support
Topic 24
1%
project,
environmental,
assessment,
service,
category,
development,
objective,
tel,
determine
Topic 22
1%
service,
firm,
sector,
business,
private,
access,
technology,
market,
percent
Topic 13
1%
project,
environmental,
social,
impact,
include,
management,
policy,
safeguard,
implementation
Topic 35
1%
million,
government,
year,
investment,
sector,
development,
increase,
total,
plan
Topic 30
1%
household,
woman,
poverty,
percent,
poor,
income,
labor,
employment,
age
Topic 36
1%
project,
cost,
total,
year,
million,
staff,
equipment,
program,
training
Topic 5
1%
risk,
climate_change,
climate,
disaster,
flood,
impact,
loss,
adaptation,
damage
Topic 11
1%
law,
company,
regulation,
state,
require,
legal,
provide,
information,
issue
Topic 17
1%
transport,
port,
traffic,
cost,
railway,
service,
vehicle,
bus,
rail
Topic 28
1%
program,
community,
development,
support,
local,
level,
activity,
national,
government
Topic 31
1%
republic,
finance,
date,
nonperforming_loan,
ministry,
party,
development,
repay,
borrower
Topic 34
1%
country,
economic,
policy,
growth,
development,
region,
market,
world_bank,
world
Topic 38
1%
energy,
bio_gas,
emission,
oil,
fuel,
total,
cost,
coal,
carbon
Topic 40
1%
water,
project,
river,
construction,
area,
environmental,
dam,
impact,
county
Topic 18
1%
agreement,
section,
association,
borrower,
project,
bank,
date,
condition,
paragraph
Topic 2
1%
application,
world_bank,
bank,
recipient,
letter,
internet_user,
condition,
term,
deliver
Topic 25
1%
education,
school,
teacher,
student,
training,
secondary,
high,
primary,
level
Metadata production
Document title
Financing urban water services in Kenya : utility shadow credit ratings
Unique ID number for the document
wb_15917868
Producers
| Name | Abbreviation | Affiliation | Role |
|---|---|---|---|
| Development Economics Data Group | DECDG | World Bank | Generate metadata |