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Economics 2001

Vulnerable employment, total (% of total employment) (modeled ILO estimate)

Source: World Bank

Published Preview Coverage Source Linked
Vulnerable...
Indicator
2001
Year
62.8886296503582
Value
12 May 2026
Updated

Description

Vulnerable employment, total (% of total employment) (modeled ILO estimate)

Title Vulnerable employment, total (% of total employment) (modeled ILO estimate)
Description Vulnerable employment, total (% of total employment) (modeled ILO estimate)
Source Organisation World Bank
Domain economics
Year 2001
Indicator Vulnerable employment, total (% of total employment) (modeled ILO estimate)
Value 62.8886296503582
Last Updated 12 May 2026

Coverage

Series Type National time series
Records in Series 700
Years Covered 1991 to 2025
Distinct Years 35
Districts Identified 0
Regions Identified 0
Sources Represented 1
Years
1991 1992 1993 1994 1995 1996 1997 1998 1999 2000 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017 2018 2019 2020 2021 2022 2023 2024 2025
Sources
World Bank

Pipeline Lineage

Raw file
Completed
wb_malawi_indicator_vulnerable_employment_total_of_total_employment_modeled_ilo_estimate_SL.EMP.VULN.ZS_MW.csv
Parse
Completed
35 rows parsed
Bronze
Classified
Row 24
Silver
Auto-Approved
Confidence 1.00
Published
Economics
Vulnerable employment, total (% of total employment) (modeled ILO estimate)
Raw File wb_malawi_indicator_vulnerable_employment_total_of_total_employment_modeled_ilo_estimate_SL.EMP.VULN.ZS_MW.csv
Parse Job Completed · csv · 35 rows
Bronze Row Row 24 · Classified
Silver Review Auto-Approved · confidence 1.00
Validation Issues 0 errors, 1 warning, 0 info
Crawler Job Not linked
Recent Validation Issues
Severity Field Message
Warning district No Malawi district identified

Terms & Citation

Access Level Unspecified
License License not specified
Upstream Source https://api.worldbank.org/v2/country/MW/indicator/SL.EMP.VULN.ZS
Suggested Citation
World Bank. Vulnerable employment, total (% of total employment) (modeled ILO estimate). Kafukufuku Data Hub, Economics, 1991 to 2025. Source: https://api.worldbank.org/v2/country/MW/indicator/SL.EMP.VULN.ZS.
The upstream license is not yet normalized on this record. Confirm reuse terms with the original publisher.
The source URL links back to the upstream file or dataset landing page.
Current review state: Auto-Approved.

Source Row Preview

Original data extracted from wb_malawi_indicator_vulnerable_employment_total_of_total_employment_modeled_ilo_estimate_SL.EMP.VULN.ZS_MW.csv · row 24

Field Raw Value
unit
year 2001
title Vulnerable employment, total (% of total employment) (modeled ILO estimate)
value 62.8886296503582
source World Bank
_domain economics
country Malawi
indicator Vulnerable employment, total (% of total employment) (modeled ILO estimate)
obs_status
description Vulnerable employment, total (% of total employment) (modeled ILO estimate)
country_iso3 MWI
dataset_name World Bank Malawi Vulnerable employment, total (% of total employment) (modeled ILO estimate) Time Series
decimal_places 0
indicator_code SL.EMP.VULN.ZS
_domain_confidence 1.0

Indicator Analysis

Comparing "Vulnerable employment, total (% of total employment) (modeled ILO estimate)" with 250 records in Economics.

Total Records
250
Year Range
1991–2025
Districts
0

Numeric Distribution

Minimum
59.9074408982748
Average
62.01
Maximum
64.1325552802694

Records by Year

1991
7
1992
7
1993
7
1994
7
1995
7
1996
7
1997
7
1998
7
1999
7
2000
7
2001
7
2002
7
2003
7
2004
7
2005
7
2006
7
2007
7
2008
7
2009
7
2010
7
2011
7
2012
7
2013
7
2014
7
2015
7
2016
7
2017
7
2018
7
2019
7
2020
7
2021
8
2022
8
2023
8
2024
8
2025
8
Confidence
1.00
Review Status
Auto-Approved
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Actions

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Dataset Info

Source World Bank
Data Type —
Last Updated 12 May 2026

API Call

This dataset is accessible via the REST API using the call below.

GET request GET /api/v1/datasets/13187515-c8b7-465e-9d1e-2b975634cac6/?domain=economics