CSV
World Bank
World Bank Malawi Sorghum seed quantity (FAO, metric tonnes)
Annual World Bank time series for Malawi covering the indicator 'Sorghum seed quantity (FAO, metric tonnes)' (AG.SED.SGM.MT). Shared source metadata is preserved without merging separate indicators into one dataset file.
Filename
wb_malawi_indicator_sorghum_seed_quantity_fao_metric_tonnes_AG.SED.SGM.MT_MW.csv
Preview
Schema
Coverage
Source Linked
4,021
Downloads
4
Views
51
Rows Parsed
13.0 KB
File Size
10 May 2026
Updated
World Bank Malawi Sorghum seed quantity (FAO, metric tonnes) is a CSV dataset from World Bank, ingested into the Kafukufuku Data Hub with 51 parsed rows.
Annual World Bank time series for Malawi covering the indicator 'Sorghum seed quantity (FAO, metric tonnes)' (AG.SED.SGM.MT). 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 | 51 |
| Indicators | 1 |
| Country | MW |
| Spatial Granularity | National |
| Dataset Type | Worldbank Indicator Timeseries |
Filename
wb_malawi_indicator_sorghum_seed_quantity_fao_metric_tonnes_AG.SED.SGM.MT_MW.csv
Indicators (1)
Sorghum seed quantity (FAO, metric tonnes)
| Source | World Bank |
| Format | CSV |
| Filename |
wb_malawi_indicator_sorghum_seed_quantity_fao_metric_tonnes_AG.SED.SGM.MT_MW.csv
|
| Rows Parsed | 51 |
| Dataset Type | Worldbank Indicator Timeseries |
| Indicators | 1 |
| File Size | 13.0 KB |
| Status | completed |
| Spatial Granularity | National |
| Hosted by Kafukufuku | Yes |
| Checksum MD5 |
1928a00343e77ebbc32acf208377ea82
|
| 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_sorghum_seed_quantity_fao_metric_tonnes_AG.SED.SGM.MT_MW.csv
Parse
Not run
No parse job recorded
Bronze
Created
51 bronze record(s)
Silver
Reviewed
51 silver record(s)
Published
Published
13,158 datamart record(s)
| Latest Parse Job | Not recorded |
| Latest Crawler Job | Not linked |
| Bronze Records | 51 |
| Silver Records | 51 |
| Published Records | 13,158 |
| Validation Issues | 0 errors, 51 warnings, 0 info |
Published Domains
Agriculture · 13,158
Terms & Citation
| Access Level | Unspecified |
| License | License not specified |
| Source URL | https://api.worldbank.org/v2/country/MW/indicator/AG.SED.SGM.MT |
Suggested Citation
World Bank. World Bank Malawi Sorghum seed quantity (FAO, metric tonnes). Kafukufuku Data Hub, coverage n.d.. Source: https://api.worldbank.org/v2/country/MW/indicator/AG.SED.SGM.MT.
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 |
agriculture
|
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. |
dataset_name |
Boolean / Flag | Binary | 100.0% present | 0.0% | 1 |
World Bank Malawi Sorghum seed quantity (FAO, metric tonnes) 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 |
0
|
Two-level field best treated as a yes/no or flag variable. |
description |
Boolean / Flag | Binary | 100.0% present | 0.0% | 1 |
Sorghum seed quantity (FAO, metric tonnes)
|
Two-level field best treated as a yes/no or flag variable. |
indicator |
Boolean / Flag | Binary | 100.0% present | 0.0% | 1 |
Sorghum seed quantity (FAO, metric tonnes)
|
Two-level field best treated as a yes/no or flag variable. |
indicator_code |
Boolean / Flag | Binary | 100.0% present | 0.0% | 1 |
AG.SED.SGM.MT
|
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 |
Sorghum seed quantity (FAO, metric tonnes)
|
Two-level field best treated as a yes/no or flag variable. |
value |
Integer | Measure | 100.0% present | 0.0% | 37 |
1344
1327
1130
|
Mostly numeric with enough variation to summarize as a measure. |
year |
Year | Temporal | 100.0% present | 0.0% | 51 |
2011
2010
2009
|
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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| - | 2011 | Sorghum seed quantity (FAO, metric tonnes) | 1344 | World Bank | Malawi | Sorghum seed quantity (FAO, metric tonnes) | - | Sorghum seed quantity (FAO, metric tonnes) | - | World Bank Malawi Sorghum seed quantity (FAO, metric tonnes) Time Series | 0 | AG.SED.SGM.MT |
| - | 2010 | Sorghum seed quantity (FAO, metric tonnes) | 1344 | World Bank | Malawi | Sorghum seed quantity (FAO, metric tonnes) | - | Sorghum seed quantity (FAO, metric tonnes) | - | World Bank Malawi Sorghum seed quantity (FAO, metric tonnes) Time Series | 0 | AG.SED.SGM.MT |
| - | 2009 | Sorghum seed quantity (FAO, metric tonnes) | 1327 | World Bank | Malawi | Sorghum seed quantity (FAO, metric tonnes) | - | Sorghum seed quantity (FAO, metric tonnes) | - | World Bank Malawi Sorghum seed quantity (FAO, metric tonnes) Time Series | 0 | AG.SED.SGM.MT |
| - | 2008 | Sorghum seed quantity (FAO, metric tonnes) | 1130 | World Bank | Malawi | Sorghum seed quantity (FAO, metric tonnes) | - | Sorghum seed quantity (FAO, metric tonnes) | - | World Bank Malawi Sorghum seed quantity (FAO, metric tonnes) Time Series | 0 | AG.SED.SGM.MT |
| - | 2007 | Sorghum seed quantity (FAO, metric tonnes) | 1119 | World Bank | Malawi | Sorghum seed quantity (FAO, metric tonnes) | - | Sorghum seed quantity (FAO, metric tonnes) | - | World Bank Malawi Sorghum seed quantity (FAO, metric tonnes) Time Series | 0 | AG.SED.SGM.MT |
| - | 2006 | Sorghum seed quantity (FAO, metric tonnes) | 1112 | World Bank | Malawi | Sorghum seed quantity (FAO, metric tonnes) | - | Sorghum seed quantity (FAO, metric tonnes) | - | World Bank Malawi Sorghum seed quantity (FAO, metric tonnes) Time Series | 0 | AG.SED.SGM.MT |
| - | 2005 | Sorghum seed quantity (FAO, metric tonnes) | 1060 | World Bank | Malawi | Sorghum seed quantity (FAO, metric tonnes) | - | Sorghum seed quantity (FAO, metric tonnes) | - | World Bank Malawi Sorghum seed quantity (FAO, metric tonnes) Time Series | 0 | AG.SED.SGM.MT |
| - | 2004 | Sorghum seed quantity (FAO, metric tonnes) | 1026 | World Bank | Malawi | Sorghum seed quantity (FAO, metric tonnes) | - | Sorghum seed quantity (FAO, metric tonnes) | - | World Bank Malawi Sorghum seed quantity (FAO, metric tonnes) Time Series | 0 | AG.SED.SGM.MT |
Data Quality Summary
| Rows Analysed | 51 |
| Columns With Data | 12 |
| Cell Completeness | 80.0% |
| Continuous Columns | 1 |
| Categorical Columns | 11 |
| Identifier-Like Columns | 3 |
| Temporal Columns | 0 |
| District Recognition | 0.0% recognised · 51 unresolved rows |
| Domain Recognition | 100.0% classified · 0 unresolved rows |
| Duplicate Rows | 0 |
| Mixed-Type Columns | 0 |
| Empty Columns | 3 · unit, obs_status, country_iso3 |
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 | 37 | 985.94 | 1,026 | 210 to 1,950 | 460.50 to 1,344 | 497.32 | Left-skewed |
Categorical Variables
| Column | Profile | Coverage | Distinct | Most Common Share | Top Values | Interpretation |
|---|---|---|---|---|---|---|
_domain |
Binary | 100.0% present | 1 | 100.0% |
agriculture - 51 (100.0%)
|
Two-level field; best read as a flag or yes/no split. |
country |
Binary | 100.0% present | 1 | 100.0% |
Malawi - 51 (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 Sorghum seed quantity (FAO, metric tonnes) Time Series - 51 (100.0%)
|
Two-level field; best read as a flag or yes/no split. |
decimal_places |
Binary | 100.0% present | 1 | 100.0% |
0 - 51 (100.0%)
|
Two-level field; best read as a flag or yes/no split. |
description |
Binary | 100.0% present | 1 | 100.0% |
Sorghum seed quantity (FAO, metric tonnes) - 51 (100.0%)
|
Two-level field; best read as a flag or yes/no split. |
indicator |
Binary | 100.0% present | 1 | 100.0% |
Sorghum seed quantity (FAO, metric tonnes) - 51 (100.0%)
|
Two-level field; best read as a flag or yes/no split. |
source |
Binary | 100.0% present | 1 | 100.0% |
World Bank - 51 (100.0%)
|
Two-level field; best read as a flag or yes/no split. |
title |
Binary | 100.0% present | 1 | 100.0% |
Sorghum seed quantity (FAO, metric tonnes) - 51 (100.0%)
|
Two-level field; best read as a flag or yes/no split. |
_domain_confidence |
Identifier | 100.0% present | 1 | 100.0% |
1.0 - 51 (100.0%)
|
High-cardinality identifier-like field; category frequencies are less informative. |
indicator_code |
Identifier | 100.0% present | 1 | 100.0% |
AG.SED.SGM.MT - 51 (100.0%)
|
High-cardinality identifier-like field; category frequencies are less informative. |
year |
Identifier | 100.0% present | 51 | 2.0% |
1961 - 1 (2.0%)
1962 - 1 (2.0%)
1963 - 1 (2.0%)
1964 - 1 (2.0%)
1965 - 1 (2.0%)
|
High-cardinality identifier-like field; category frequencies are less informative. |
All 1 Indicators
Sorghum seed quantity (FAO, metric tonnes)