Data Quality - Population
Gapminder datapoints for 'data_quality_population'
@gapminder.data_quality_population
Gapminder datapoints for 'data_quality_population'
@gapminder.data_quality_population
Rates the quality for each observation of "Population, total". The ratings are 1 (very good); 2 (good); 3 (fair); 4 (bad) and 5 (very bad). You can use this "indicator" together with total population to highlight the roughest observations.
HOW TO JOIN WITH METADATA
• Concepts (labels/units)
– Use the concept id data_quality_population
to look up labels and units in @gapminder.metadata.concepts.
SELECT * FROM @gapminder.metadata.concepts WHERE concept = 'data_quality_population'
.
• Countries and names
– Join your datapoints on geo to @gapminder.metadata.entities_geo_country to get readable country/area names
(e.g., name
) and membership attributes such as world_4region
, income_groups
.
• Regions and other group labels
– After you have a region code from the country table (e.g., world_4region
),
you can join to:
· @gapminder.metadata.entities_geo_world_4region on world_4region
→ region names/colors/shapes
· @gapminder.metadata.entities_geo_world_6region on world_6region
→ region names
· @gapminder.metadata.entities_geo_income_groups on income_groups
→ income group names
Example:
SELECT d.time,
c.name AS country,
d.data_quality_population AS value
FROM @gapminder.data_quality_population.data_quality_population_by_geo_time d
LEFT JOIN @gapminder.metadata.entities_geo_country c ON d.geo = c.country;
CREATE TABLE data_quality_population_by_geo_time (
"geo" VARCHAR,
"time" BIGINT,
"data_quality_population" BIGINT
);
Anyone who has the link will be able to view this.