High-technology Exports (% Of Manufactured Exports)

High-technology exports are products with high R&D intensity, such as in aerospace, computers, pharmaceuticals, scientific instruments, and electrical machinery.

HOW TO JOIN WITH METADATA

• Concepts (labels/units)
– Use the concept id high_technology_exports_percent_of_manufactured_exports to look up labels and units in @gapminder.metadata.concepts.
SELECT * FROM @gapminder.metadata.concepts WHERE concept = 'high_technology_exports_percent_of_manufactured_exports'.

• 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.high_technology_exports_percent_of_manufactured_exports AS value
FROM @gapminder.high_technology_exports_percent_of_manufactured_exports.high_technology_exports_percent_of_manufactured_exports_by_geo_time d
LEFT JOIN @gapminder.metadata.entities_geo_country c ON d.geo = c.country;