CSV
World Bank
World Bank Malawi ICT goods imports (% total goods imports)
Annual World Bank time series for Malawi covering the indicator 'ICT goods imports (% total goods imports)' (TM.VAL.ICTG.ZS.UN). Shared source metadata is preserved without merging separate indicators into one dataset file.
Preview
Schema
Coverage
Source Linked
0
Downloads
0
Views
22
Rows Parsed
5.6 KB
File Size
10 May 2026
Updated
World Bank Malawi ICT goods imports (% total goods imports) is a CSV dataset from World Bank, ingested into the Kafukufuku Data Hub with 22 parsed rows.
Annual World Bank time series for Malawi covering the indicator 'ICT goods imports (% total goods imports)' (TM.VAL.ICTG.ZS.UN). 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 | 22 |
| Indicators | 1 |
| Country | MW |
| Spatial Granularity | National |
| Dataset Type | Worldbank Indicator Timeseries |
Filename
wb_malawi_indicator_ict_goods_imports_total_goods_imports_TM.VAL.ICTG.ZS.UN_MW.csv
Indicators (1)
ICT goods imports (% total goods imports)
| Source | World Bank |
| Format | CSV |
| Filename |
wb_malawi_indicator_ict_goods_imports_total_goods_imports_TM.VAL.ICTG.ZS.UN_MW.csv
|
| Rows Parsed | 22 |
| Dataset Type | Worldbank Indicator Timeseries |
| Indicators | 1 |
| File Size | 5.6 KB |
| Status | completed |
| Spatial Granularity | National |
| Hosted by Kafukufuku | Yes |
| Checksum MD5 |
5a7ac78fc781fc32ba0cefdae33c59ae
|
| 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_ict_goods_imports_total_goods_imports_TM.VAL.ICTG.ZS.UN_MW.csv
Parse
Completed
22 rows parsed
Bronze
Created
22 bronze record(s)
Silver
Reviewed
22 silver record(s)
Published
Published
748 datamart record(s)
| Latest Parse Job | Completed · csv · 22 rows |
| Latest Crawler Job | Not linked |
| Bronze Records | 22 |
| Silver Records | 22 |
| Published Records | 748 |
| Validation Issues | 0 errors, 22 warnings, 0 info |
Published Domains
Economics · 748
Recent Parse Jobs
| Started | Parser | Status | Rows |
|---|---|---|---|
| 10 May 2026 21:31 | csv | Completed | 22 |
Terms & Citation
| Access Level | Unspecified |
| License | License not specified |
| Source URL | https://api.worldbank.org/v2/country/MW/indicator/TM.VAL.ICTG.ZS.UN |
Suggested Citation
World Bank. World Bank Malawi ICT goods imports (% total goods imports). Kafukufuku Data Hub, coverage n.d.. Source: https://api.worldbank.org/v2/country/MW/indicator/TM.VAL.ICTG.ZS.UN.
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 ICT goods imports (% total goods imports) 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 |
ICT goods imports (% total goods imports)
|
Two-level field best treated as a yes/no or flag variable. |
indicator |
Boolean / Flag | Binary | 100.0% present | 0.0% | 1 |
ICT goods imports (% total goods imports)
|
Two-level field best treated as a yes/no or flag variable. |
indicator_code |
Boolean / Flag | Binary | 100.0% present | 0.0% | 1 |
TM.VAL.ICTG.ZS.UN
|
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 |
ICT goods imports (% total goods imports)
|
Two-level field best treated as a yes/no or flag variable. |
value |
Decimal | Measure | 100.0% present | 0.0% | 18 |
4.16
3.33
6.34
|
Mostly numeric with enough variation to summarize as a measure. |
year |
Year | Temporal | 100.0% present | 0.0% | 22 |
2021
2020
2019
|
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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| - | 2021 | ICT goods imports (% total goods imports) | 4.16 | World Bank | Malawi | ICT goods imports (% total goods imports) | - | ICT goods imports (% total goods imports) | MWI | World Bank Malawi ICT goods imports (% total goods imports) Time Series | 1 | TM.VAL.ICTG.ZS.UN |
| - | 2020 | ICT goods imports (% total goods imports) | 3.33 | World Bank | Malawi | ICT goods imports (% total goods imports) | - | ICT goods imports (% total goods imports) | MWI | World Bank Malawi ICT goods imports (% total goods imports) Time Series | 1 | TM.VAL.ICTG.ZS.UN |
| - | 2019 | ICT goods imports (% total goods imports) | 6.34 | World Bank | Malawi | ICT goods imports (% total goods imports) | - | ICT goods imports (% total goods imports) | MWI | World Bank Malawi ICT goods imports (% total goods imports) Time Series | 1 | TM.VAL.ICTG.ZS.UN |
| - | 2018 | ICT goods imports (% total goods imports) | 3.37 | World Bank | Malawi | ICT goods imports (% total goods imports) | - | ICT goods imports (% total goods imports) | MWI | World Bank Malawi ICT goods imports (% total goods imports) Time Series | 1 | TM.VAL.ICTG.ZS.UN |
| - | 2017 | ICT goods imports (% total goods imports) | 4.01 | World Bank | Malawi | ICT goods imports (% total goods imports) | - | ICT goods imports (% total goods imports) | MWI | World Bank Malawi ICT goods imports (% total goods imports) Time Series | 1 | TM.VAL.ICTG.ZS.UN |
| - | 2016 | ICT goods imports (% total goods imports) | 2.51 | World Bank | Malawi | ICT goods imports (% total goods imports) | - | ICT goods imports (% total goods imports) | MWI | World Bank Malawi ICT goods imports (% total goods imports) Time Series | 1 | TM.VAL.ICTG.ZS.UN |
| - | 2015 | ICT goods imports (% total goods imports) | 3.33 | World Bank | Malawi | ICT goods imports (% total goods imports) | - | ICT goods imports (% total goods imports) | MWI | World Bank Malawi ICT goods imports (% total goods imports) Time Series | 1 | TM.VAL.ICTG.ZS.UN |
| - | 2014 | ICT goods imports (% total goods imports) | 3.37 | World Bank | Malawi | ICT goods imports (% total goods imports) | - | ICT goods imports (% total goods imports) | MWI | World Bank Malawi ICT goods imports (% total goods imports) Time Series | 1 | TM.VAL.ICTG.ZS.UN |
Data Quality Summary
| Rows Analysed | 22 |
| Columns With Data | 13 |
| Cell Completeness | 86.7% |
| Continuous Columns | 1 |
| Categorical Columns | 12 |
| Identifier-Like Columns | 3 |
| Temporal Columns | 0 |
| District Recognition | 0.0% recognised · 22 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.
Continuous Variables
| Column | Coverage | Distinct | Mean | Median | Range | Middle 50% | Std Dev | Shape |
|---|---|---|---|---|---|---|---|---|
value |
100.0% present | 18 | 3.83 | 3.54 | 1.77 to 6.64 | 3.34 to 4.06 | 1.14 | Right-skewed |
Categorical Variables
| Column | Profile | Coverage | Distinct | Most Common Share | Top Values | Interpretation |
|---|---|---|---|---|---|---|
_domain |
Binary | 100.0% present | 1 | 100.0% |
economics - 22 (100.0%)
|
Two-level field; best read as a flag or yes/no split. |
country |
Binary | 100.0% present | 1 | 100.0% |
Malawi - 22 (100.0%)
|
Two-level field; best read as a flag or yes/no split. |
country_iso3 |
Binary | 100.0% present | 1 | 100.0% |
MWI - 22 (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 ICT goods imports (% total goods imports) Time Series - 22 (100.0%)
|
Two-level field; best read as a flag or yes/no split. |
decimal_places |
Binary | 100.0% present | 1 | 100.0% |
1 - 22 (100.0%)
|
Two-level field; best read as a flag or yes/no split. |
description |
Binary | 100.0% present | 1 | 100.0% |
ICT goods imports (% total goods imports) - 22 (100.0%)
|
Two-level field; best read as a flag or yes/no split. |
indicator |
Binary | 100.0% present | 1 | 100.0% |
ICT goods imports (% total goods imports) - 22 (100.0%)
|
Two-level field; best read as a flag or yes/no split. |
source |
Binary | 100.0% present | 1 | 100.0% |
World Bank - 22 (100.0%)
|
Two-level field; best read as a flag or yes/no split. |
title |
Binary | 100.0% present | 1 | 100.0% |
ICT goods imports (% total goods imports) - 22 (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 - 22 (100.0%)
|
High-cardinality identifier-like field; category frequencies are less informative. |
indicator_code |
Identifier | 100.0% present | 1 | 100.0% |
TM.VAL.ICTG.ZS.UN - 22 (100.0%)
|
High-cardinality identifier-like field; category frequencies are less informative. |
year |
Identifier | 100.0% present | 22 | 4.5% |
2000 - 1 (4.5%)
2001 - 1 (4.5%)
2002 - 1 (4.5%)
2003 - 1 (4.5%)
2004 - 1 (4.5%)
|
High-cardinality identifier-like field; category frequencies are less informative. |
All 1 Indicators
ICT goods imports (% total goods imports)