WHO Malawi SW_PSE_NUM
Annual WHO Global Health Observatory time series for Malawi covering 'SW_PSE_NUM' (SW_PSE_NUM).
Preview
Schema
Coverage
Source Linked
2
Downloads
2
Views
7
Rows Parsed
1.1 KB
File Size
09 May 2026
Updated
WHO Malawi SW_PSE_NUM is a CSV dataset from World Health Organization, ingested into the Kafukufuku Data Hub with 7 parsed rows.
Annual WHO Global Health Observatory time series for Malawi covering 'SW_PSE_NUM' (SW_PSE_NUM). The source is catalogued as who gho indicator timeseries. Spatial granularity is national. It belongs to the who malawi health indicators collection. Geographic scope is MWI.
| Source | World Health Organization |
| Format | CSV |
| Rows Parsed | 7 |
| Country | MWI |
| Spatial Granularity | National |
| Dataset Type | Who Gho Indicator Timeseries |
Filename
who_malawi_sw_pse_num_SW_PSE_NUM.csv
| Source | World Health Organization |
| Format | CSV |
| Filename |
who_malawi_sw_pse_num_SW_PSE_NUM.csv
|
| Rows Parsed | 7 |
| Dataset Type | Who Gho Indicator Timeseries |
| Indicators | 0 |
| File Size | 1.1 KB |
| Status | completed |
| Spatial Granularity | National |
| Hosted by Kafukufuku | Yes |
| Checksum MD5 |
341d7faac650fcf28bb37c660bff1b3a
|
| Last Updated | 09 May 2026 |
Coverage Summary
| Country | MWI |
| Spatial Granularity | National |
| Years Covered | Not identified |
| Distinct Years | 7 |
| Districts Identified | 1 |
| Regions Identified | 1 |
District Coverage
zomba
Region Coverage
southern
1 districts were identified during normalization.
Pipeline Lineage
Raw file
Completed
CSV · who_malawi_sw_pse_num_SW_PSE_NUM.csv
Parse
Completed
7 rows parsed
Bronze
Created
7 bronze record(s)
Silver
Reviewed
7 silver record(s)
Published
Published
45 datamart record(s)
| Latest Parse Job | Completed · csv · 7 rows |
| Latest Crawler Job | Not linked |
| Bronze Records | 7 |
| Silver Records | 7 |
| Published Records | 45 |
| Validation Issues | 0 errors, 6 warnings, 0 info |
Published Domains
Health · 45
Recent Parse Jobs
| Started | Parser | Status | Rows |
|---|---|---|---|
| 09 May 2026 10:30 | csv | Completed | 7 |
Terms & Citation
| Access Level | Unspecified |
| License | License not specified |
| Source URL | https://ghoapi.azureedge.net/api/SW_PSE_NUM |
Suggested Citation
World Health Organization. WHO Malawi SW_PSE_NUM. Kafukufuku Data Hub, coverage n.d.. Source: https://ghoapi.azureedge.net/api/SW_PSE_NUM.
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 |
health
|
Two-level field best treated as a yes/no or flag variable. |
_domain_confidence |
Boolean / Flag | Binary | 100.0% present | 0.0% | 2 |
1.0
0.5
|
Two-level field best treated as a yes/no or flag variable. |
comments |
Text | Categorical | 85.7% present | 14.3% | 6 |
Region: National; Methods: Unknown; Source: KP workbook
Region: National; Methods: Capture-recapture and extrapolation; Source: 2019-2020 Behavioral and Biological Surveillance Survey (BBSS)
Region: National; Method: Programmatic mapping; Source: PLACE study
|
Field is best read as a label/category rather than a numeric measure. |
country |
Boolean / Flag | Binary | 100.0% present | 0.0% | 1 |
MWI
|
Two-level field best treated as a yes/no or flag variable. |
country_code |
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 |
WHO GHO Malawi SW_PSE_NUM
|
Two-level field best treated as a yes/no or flag variable. |
indicator_code |
Boolean / Flag | Binary | 100.0% present | 0.0% | 1 |
SW_PSE_NUM
|
Two-level field best treated as a yes/no or flag variable. |
indicator_name |
Boolean / Flag | Binary | 100.0% present | 0.0% | 1 |
SW_PSE_NUM
|
Two-level field best treated as a yes/no or flag variable. |
value |
Integer | Measure | 100.0% present | 0.0% | 7 |
39000.0
36100.0
36400.0
|
Mostly numeric with enough variation to summarize as a measure. |
year |
Year | Temporal | 100.0% present | 0.0% | 7 |
2022
2020
2018
|
Interpreted as a reporting period rather than a measure. |
Sample Rows (7)
| Low | High | Year | Value | Country | Comments | Datasource | Country_Code | Dataset_Name | Display_Value | Indicator_Code | Indicator_Name |
|---|---|---|---|---|---|---|---|---|---|---|---|
| - | - | 2022 | 39000.0 | MWI | Region: National; Methods: Unknown; Source: KP workbook | - | MWI | WHO GHO Malawi SW_PSE_NUM | - | SW_PSE_NUM | SW_PSE_NUM |
| - | - | 2020 | 36100.0 | MWI | Region: National; Methods: Capture-recapture and extrapolation; Source: 2019-2020 Behavioral and Biological Surveillance Survey (BBSS) | - | MWI | WHO GHO Malawi SW_PSE_NUM | - | SW_PSE_NUM | SW_PSE_NUM |
| - | - | 2018 | 36400.0 | MWI | Region: National; Method: Programmatic mapping; Source: PLACE study | - | MWI | WHO GHO Malawi SW_PSE_NUM | - | SW_PSE_NUM | SW_PSE_NUM |
| - | - | 2017 | 31200.0 | MWI | Region: National; Method: PLACE | - | MWI | WHO GHO Malawi SW_PSE_NUM | - | SW_PSE_NUM | SW_PSE_NUM |
| - | - | 2016 | 13200.0 | MWI | Region: Lilongwe Mzuzu Blantyre Mangochi Machinga and Zomba; Method: PLACE; Source: 2017 Global Fund Concept Note | - | MWI | WHO GHO Malawi SW_PSE_NUM | - | SW_PSE_NUM | SW_PSE_NUM |
| - | - | 2014 | 15000.0 | MWI | Region: National; Method: Enumeration; Source: IBBS 2013/2014 | - | MWI | WHO GHO Malawi SW_PSE_NUM | - | SW_PSE_NUM | SW_PSE_NUM |
| - | - | 2011 | 19300.0 | MWI | - | - | MWI | WHO GHO Malawi SW_PSE_NUM | - | SW_PSE_NUM | SW_PSE_NUM |
Data Quality Summary
| Rows Analysed | 7 |
| Columns With Data | 10 |
| Cell Completeness | 70.4% |
| Continuous Columns | 1 |
| Categorical Columns | 9 |
| Identifier-Like Columns | 3 |
| Temporal Columns | 1 |
| District Recognition | 14.3% recognised · 6 unresolved rows |
| Domain Recognition | 100.0% classified · 0 unresolved rows |
| Duplicate Rows | 0 |
| Mixed-Type Columns | 0 |
| Empty Columns | 4 · low, high, datasource, display_value |
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.
Continuous Variables
| Column | Coverage | Distinct | Mean | Median | Range | Middle 50% | Std Dev | Shape |
|---|---|---|---|---|---|---|---|---|
value |
100.0% present | 7 | 27,171.43 | 31,200 | 13,200 to 39,000 | 17,150 to 36,250 | 10,186.37 | Left-skewed |
Categorical Variables
| Column | Profile | Coverage | Distinct | Most Common Share | Top Values | Interpretation |
|---|---|---|---|---|---|---|
_domain |
Binary | 100.0% present | 1 | 100.0% |
health - 7 (100.0%)
|
Two-level field; best read as a flag or yes/no split. |
country |
Binary | 100.0% present | 1 | 100.0% |
MWI - 7 (100.0%)
|
Two-level field; best read as a flag or yes/no split. |
dataset_name |
Binary | 100.0% present | 1 | 100.0% |
WHO GHO Malawi SW_PSE_NUM - 7 (100.0%)
|
Two-level field; best read as a flag or yes/no split. |
indicator_name |
Binary | 100.0% present | 1 | 100.0% |
SW_PSE_NUM - 7 (100.0%)
|
Two-level field; best read as a flag or yes/no split. |
comments |
Categorical | 85.7% present | 6 | 16.7% |
Region: Lilongwe Mzuzu Blantyre Mangochi Machinga and Zomba; Method: PLACE; Source: 2017 Global Fund Concept Note - 1 (16.7%)
Region: National; Method: Enumeration; Source: IBBS 2013/2014 - 1 (16.7%)
Region: National; Method: PLACE - 1 (16.7%)
Region: National; Method: Programmatic mapping; Source: PLACE study - 1 (16.7%)
Region: National; Methods: Capture-recapture and extrapolation; Source: 2019-2020 Behavioral and Biological Surveillance Survey (BBSS) - 1 (16.7%)
|
Nominal field summarised by the most frequent values. |
_domain_confidence |
Identifier | 100.0% present | 2 | 85.7% |
1.0 - 6 (85.7%)
0.5 - 1 (14.3%)
|
High-cardinality identifier-like field; category frequencies are less informative. |
country_code |
Identifier | 100.0% present | 1 | 100.0% |
MWI - 7 (100.0%)
|
High-cardinality identifier-like field; category frequencies are less informative. |
indicator_code |
Identifier | 100.0% present | 1 | 100.0% |
SW_PSE_NUM - 7 (100.0%)
|
High-cardinality identifier-like field; category frequencies are less informative. |
year |
Temporal | 100.0% present | 7 | 14.3% |
2011 - 1 (14.3%)
2014 - 1 (14.3%)
2016 - 1 (14.3%)
2017 - 1 (14.3%)
2018 - 1 (14.3%)
|
Time-like field; values are better read as reporting periods than categories. |