CSV
World Bank
World Bank Malawi Paying taxes: Labor tax and contributions (% of profits)
Annual World Bank time series for Malawi covering the indicator 'Paying taxes: Labor tax and contributions (% of profits)' (PAY.TAX.LABR.TAX.CONTR.ZS). Shared source metadata is preserved without merging separate indicators into one dataset file.
Preview
Schema
Coverage
Source Linked
0
Downloads
0
Views
15
Rows Parsed
4.8 KB
File Size
10 May 2026
Updated
World Bank Malawi Paying taxes: Labor tax and contributions (% of profits) is a CSV dataset from World Bank, ingested into the Kafukufuku Data Hub with 15 parsed rows.
Annual World Bank time series for Malawi covering the indicator 'Paying taxes: Labor tax and contributions (% of profits)' (PAY.TAX.LABR.TAX.CONTR.ZS). Shared source metadata is preserved without merging separate indicators into one dataset file. The source is catalogued as worldbank indicator timeseries. Spatial granularity is national. It belongs to the worldbank malawi indicators collection. 1 indicators were detected during parsing. Geographic scope is MW.
| Source | World Bank |
| Format | CSV |
| Rows Parsed | 15 |
| Indicators | 1 |
| Country | MW |
| Spatial Granularity | National |
| Dataset Type | Worldbank Indicator Timeseries |
Filename
wb_malawi_indicator_paying_taxes_labor_tax_and_contributions_of_profits_PAY.TAX.LABR.TAX.CONTR.ZS_MW.csv
Indicators (1)
Paying taxes: Labor tax and contributions (% of profits)
| Source | World Bank |
| Format | CSV |
| Filename |
wb_malawi_indicator_paying_taxes_labor_tax_and_contributions_of_profits_PAY.TAX.LABR.TAX.CONTR.ZS_MW.csv
|
| Rows Parsed | 15 |
| Dataset Type | Worldbank Indicator Timeseries |
| Indicators | 1 |
| File Size | 4.8 KB |
| Status | completed |
| Spatial Granularity | National |
| Hosted by Kafukufuku | Yes |
| Checksum MD5 |
d4ac9d7a70c0ae063590a8e086e0548b
|
| Last Updated | 10 May 2026 |
Coverage Summary
| Country | MW |
| Spatial Granularity | National |
| Years Covered | Not identified |
| Distinct Years | 10 |
| Districts Identified | 0 |
| Regions Identified | 0 |
No district or region labels were identified from the parsed rows.
Pipeline Lineage
Raw file
Completed
CSV · wb_malawi_indicator_paying_taxes_labor_tax_and_contributions_of_profits_PAY.TAX.LABR.TAX.CONTR.ZS_MW.csv
Parse
Completed
15 rows parsed
Bronze
Created
15 bronze record(s)
Silver
Reviewed
15 silver record(s)
Published
Published
450 datamart record(s)
| Latest Parse Job | Completed · csv · 15 rows |
| Latest Crawler Job | Not linked |
| Bronze Records | 15 |
| Silver Records | 15 |
| Published Records | 450 |
| Validation Issues | 0 errors, 15 warnings, 0 info |
Published Domains
Economics · 450
Recent Parse Jobs
| Started | Parser | Status | Rows |
|---|---|---|---|
| 10 May 2026 21:11 | csv | Completed | 15 |
Terms & Citation
| Access Level | Unspecified |
| License | License not specified |
| Source URL | https://api.worldbank.org/v2/country/MW/indicator/PAY.TAX.LABR.TAX.CONTR.ZS |
Suggested Citation
World Bank. World Bank Malawi Paying taxes: Labor tax and contributions (% of profits). Kafukufuku Data Hub, coverage n.d.. Source: https://api.worldbank.org/v2/country/MW/indicator/PAY.TAX.LABR.TAX.CONTR.ZS.
No explicit license was captured during ingestion. Reuse should be checked against the original publisher terms.
The canonical source URL points to the upstream publisher or download location.
Schema
| Field | Type | Profile | Coverage | Missing | Distinct | Examples | Notes |
|---|---|---|---|---|---|---|---|
_domain |
Boolean / Flag | Binary | 100.0% present | 0.0% | 1 |
economics
|
Two-level field best treated as a yes/no or flag variable. |
_domain_confidence |
Boolean / Flag | Binary | 100.0% present | 0.0% | 1 |
1.0
|
Two-level field best treated as a yes/no or flag variable. |
country |
Boolean / Flag | Binary | 100.0% present | 0.0% | 1 |
Malawi
|
Two-level field best treated as a yes/no or flag variable. |
country_iso3 |
Boolean / Flag | Binary | 100.0% present | 0.0% | 1 |
MWI
|
Two-level field best treated as a yes/no or flag variable. |
dataset_name |
Boolean / Flag | Binary | 100.0% present | 0.0% | 1 |
World Bank Malawi Paying taxes: Labor tax and contributions (% of profits) Time Series
|
Two-level field best treated as a yes/no or flag variable. |
decimal_places |
Boolean / Flag | Binary | 100.0% present | 0.0% | 1 |
1
|
Two-level field best treated as a yes/no or flag variable. |
description |
Boolean / Flag | Binary | 100.0% present | 0.0% | 1 |
Paying taxes: Labor tax and contributions (% of profits)
|
Two-level field best treated as a yes/no or flag variable. |
indicator |
Boolean / Flag | Binary | 100.0% present | 0.0% | 1 |
Paying taxes: Labor tax and contributions (% of profits)
|
Two-level field best treated as a yes/no or flag variable. |
indicator_code |
Boolean / Flag | Binary | 100.0% present | 0.0% | 1 |
PAY.TAX.LABR.TAX.CONTR.ZS
|
Two-level field best treated as a yes/no or flag variable. |
source |
Boolean / Flag | Binary | 100.0% present | 0.0% | 1 |
World Bank
|
Two-level field best treated as a yes/no or flag variable. |
title |
Boolean / Flag | Binary | 100.0% present | 0.0% | 1 |
Paying taxes: Labor tax and contributions (% of profits)
|
Two-level field best treated as a yes/no or flag variable. |
value |
Text | Categorical | 100.0% present | 0.0% | 4 |
12.4
9.6
6.1
|
Field is best read as a label/category rather than a numeric measure. |
year |
Year | Temporal | 100.0% present | 0.0% | 15 |
2019
2018
2017
|
Interpreted as a reporting period rather than a measure. |
Sample Rows (8)
| Unit | Year | Title | Value | Source | Country | Indicator | Obs_Status | Description | Country_Iso3 | Dataset_Name | Decimal_Places | Indicator_Code |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| - | 2019 | Paying taxes: Labor tax and contributions (% of profits) | 12.4 | World Bank | Malawi | Paying taxes: Labor tax and contributions (% of profits) | - | Paying taxes: Labor tax and contributions (% of profits) | MWI | World Bank Malawi Paying taxes: Labor tax and contributions (% of profits) Time Series | 1 | PAY.TAX.LABR.TAX.CONTR.ZS |
| - | 2018 | Paying taxes: Labor tax and contributions (% of profits) | 12.4 | World Bank | Malawi | Paying taxes: Labor tax and contributions (% of profits) | - | Paying taxes: Labor tax and contributions (% of profits) | MWI | World Bank Malawi Paying taxes: Labor tax and contributions (% of profits) Time Series | 1 | PAY.TAX.LABR.TAX.CONTR.ZS |
| - | 2017 | Paying taxes: Labor tax and contributions (% of profits) | 12.4 | World Bank | Malawi | Paying taxes: Labor tax and contributions (% of profits) | - | Paying taxes: Labor tax and contributions (% of profits) | MWI | World Bank Malawi Paying taxes: Labor tax and contributions (% of profits) Time Series | 1 | PAY.TAX.LABR.TAX.CONTR.ZS |
| - | 2016 | Paying taxes: Labor tax and contributions (% of profits) | 12.4 | World Bank | Malawi | Paying taxes: Labor tax and contributions (% of profits) | - | Paying taxes: Labor tax and contributions (% of profits) | MWI | World Bank Malawi Paying taxes: Labor tax and contributions (% of profits) Time Series | 1 | PAY.TAX.LABR.TAX.CONTR.ZS |
| - | 2015 | Paying taxes: Labor tax and contributions (% of profits) | 12.4 | World Bank | Malawi | Paying taxes: Labor tax and contributions (% of profits) | - | Paying taxes: Labor tax and contributions (% of profits) | MWI | World Bank Malawi Paying taxes: Labor tax and contributions (% of profits) Time Series | 1 | PAY.TAX.LABR.TAX.CONTR.ZS |
| - | 2014 | Paying taxes: Labor tax and contributions (% of profits) | 12.4 | World Bank | Malawi | Paying taxes: Labor tax and contributions (% of profits) | - | Paying taxes: Labor tax and contributions (% of profits) | MWI | World Bank Malawi Paying taxes: Labor tax and contributions (% of profits) Time Series | 1 | PAY.TAX.LABR.TAX.CONTR.ZS |
| - | 2013 | Paying taxes: Labor tax and contributions (% of profits) | 9.6 | World Bank | Malawi | Paying taxes: Labor tax and contributions (% of profits) | - | Paying taxes: Labor tax and contributions (% of profits) | MWI | World Bank Malawi Paying taxes: Labor tax and contributions (% of profits) Time Series | 1 | PAY.TAX.LABR.TAX.CONTR.ZS |
| - | 2012 | Paying taxes: Labor tax and contributions (% of profits) | 6.1 | World Bank | Malawi | Paying taxes: Labor tax and contributions (% of profits) | - | Paying taxes: Labor tax and contributions (% of profits) | MWI | World Bank Malawi Paying taxes: Labor tax and contributions (% of profits) Time Series | 1 | PAY.TAX.LABR.TAX.CONTR.ZS |
Data Quality Summary
| Rows Analysed | 15 |
| Columns With Data | 13 |
| Cell Completeness | 86.7% |
| Continuous Columns | 0 |
| Categorical Columns | 13 |
| Identifier-Like Columns | 3 |
| Temporal Columns | 0 |
| District Recognition | 0.0% recognised · 15 unresolved rows |
| Domain Recognition | 100.0% classified · 0 unresolved rows |
| Duplicate Rows | 0 |
| Mixed-Type Columns | 0 |
| Empty Columns | 2 · unit, obs_status |
These checks summarize coverage, consistency, and variable structure from parsed rows. Identifier-like columns and year/code fields are treated as categorical so averages are not shown where they would be misleading. Malawi-specific district/domain recognition rates are included to show how much of the file the pipeline can place and classify reliably.
Categorical Variables
| Column | Profile | Coverage | Distinct | Most Common Share | Top Values | Interpretation |
|---|---|---|---|---|---|---|
_domain |
Binary | 100.0% present | 1 | 100.0% |
economics - 15 (100.0%)
|
Two-level field; best read as a flag or yes/no split. |
country |
Binary | 100.0% present | 1 | 100.0% |
Malawi - 15 (100.0%)
|
Two-level field; best read as a flag or yes/no split. |
country_iso3 |
Binary | 100.0% present | 1 | 100.0% |
MWI - 15 (100.0%)
|
Two-level field; best read as a flag or yes/no split. |
dataset_name |
Binary | 100.0% present | 1 | 100.0% |
World Bank Malawi Paying taxes: Labor tax and contributions (% of profits) Time Series - 15 (100.0%)
|
Two-level field; best read as a flag or yes/no split. |
decimal_places |
Binary | 100.0% present | 1 | 100.0% |
1 - 15 (100.0%)
|
Two-level field; best read as a flag or yes/no split. |
description |
Binary | 100.0% present | 1 | 100.0% |
Paying taxes: Labor tax and contributions (% of profits) - 15 (100.0%)
|
Two-level field; best read as a flag or yes/no split. |
indicator |
Binary | 100.0% present | 1 | 100.0% |
Paying taxes: Labor tax and contributions (% of profits) - 15 (100.0%)
|
Two-level field; best read as a flag or yes/no split. |
source |
Binary | 100.0% present | 1 | 100.0% |
World Bank - 15 (100.0%)
|
Two-level field; best read as a flag or yes/no split. |
title |
Binary | 100.0% present | 1 | 100.0% |
Paying taxes: Labor tax and contributions (% of profits) - 15 (100.0%)
|
Two-level field; best read as a flag or yes/no split. |
value |
Categorical | 100.0% present | 4 | 46.7% |
1.1 - 7 (46.7%)
12.4 - 6 (40.0%)
6.1 - 1 (6.7%)
9.6 - 1 (6.7%)
|
Nominal field summarised by the most frequent values. |
_domain_confidence |
Identifier | 100.0% present | 1 | 100.0% |
1.0 - 15 (100.0%)
|
High-cardinality identifier-like field; category frequencies are less informative. |
indicator_code |
Identifier | 100.0% present | 1 | 100.0% |
PAY.TAX.LABR.TAX.CONTR.ZS - 15 (100.0%)
|
High-cardinality identifier-like field; category frequencies are less informative. |
year |
Identifier | 100.0% present | 15 | 6.7% |
2005 - 1 (6.7%)
2006 - 1 (6.7%)
2007 - 1 (6.7%)
2008 - 1 (6.7%)
2009 - 1 (6.7%)
|
High-cardinality identifier-like field; category frequencies are less informative. |
All 1 Indicators
Paying taxes: Labor tax and contributions (% of profits)