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Staffelter Hof Winery is Germany's oldest business, established in 862 under the Carolingian dynasty. It has continued to serve customers through dramatic changes in Europe, such as the Holy Roman Empire, the Ottoman Empire, and both world wars. What characteristics enable a business to stand the test of time?

To help answer this question, BusinessFinancing.co.uk researched the oldest company still in business in almost every country and compiled the results into several CSV files. This dataset has been cleaned.

Having useful information in different files is a common problem. While it's better to keep different types of data separate for data storage, you'll want all the data in one place for analysis. You'll use joining and data manipulation to work with this data and better understand the world's oldest businesses.

The Data

businesses and new_businesses

ColumnDescription
businessName of the business (varchar)
year_foundedYear the business was founded (int)
category_codeCode for the business category (varchar)
country_codeISO 3166-1 three-letter country code (char)

countries

ColumnDescription
country_codeISO 3166-1 three-letter country code (varchar)
countryName of the country (varchar)
continentName of the continent the country exists in (varchar)

categories

ColumnDescription
category_codeCode for the business category (varchar)
categoryDescription of the business category (varchar)
Spinner
DataFrameas
oldest_business_continent
variable
-- What is the oldest business on each continent?

--CTE for the oldest year founded per continent ON BUSINESSES / DOES NOT INCLUDE NEW_BUSINESSES
WITH oldest AS (
	SELECT 
		c.continent,
		c.country,
		c.country_code, 
		b.business, 
		MIN(b.year_founded) AS oldest_business_founding
	FROM businesses AS b
	LEFT JOIN countries AS c
	ON b.country_code = c.country_code
	GROUP BY c.continent, c.country, c.country_code, b.business
	ORDER BY c.continent, c.country_code)
	
SELECT 
	continent, 
	country,
	business, 
	oldest_business_founding AS year_founded
	
FROM oldest AS o1
WHERE oldest_business_founding = (
    SELECT MIN(oldest_business_founding)
    FROM oldest AS o2
    WHERE o1.continent = o2.continent);
	
Spinner
DataFrameas
count_missing
variable
-- How many countries per continent lack data on the oldest businesses

WITH cte AS (
	SELECT 
		nb.business AS biz1,  
		b.business AS biz2,
		nb.year_founded AS year1,
		b.year_founded AS year2,
		c.country,
		c.continent
	FROM new_businesses AS nb
	FULL JOIN countries AS c
	ON nb.country_code = c.country_code
	FULL JOIN businesses AS b
	ON c.country_code = b.country_code
	ORDER BY continent)
	
--selecting the continents and counts of countries w/o oldest business listed
SELECT continent, COUNT(country) AS countries_without_businesses
FROM cte
WHERE biz1 IS NULL
	AND biz2 IS NULL
GROUP BY continent
ORDER by countries_without_businesses DESC;

Spinner
DataFrameas
oldest_by_continent_category
variable
-- Which business categories are best suited to last over the course of centuries?
WITH cte2 AS (	
	SELECT 
		nb.business AS biz1,  
		b.business AS biz2,
		nb.year_founded AS year1,
		b.year_founded AS year2,
		c.country,
		c.continent,
		cat1.category AS category1,
		cat2.category AS category2
	FROM new_businesses AS nb
	FULL JOIN countries AS c
	ON nb.country_code = c.country_code
	FULL JOIN businesses AS b
	ON c.country_code = b.country_code
	LEFT JOIN categories AS cat2
	ON b.category_code = cat2.category_code
	LEFT JOIN categories AS cat1
	ON nb.category_code = cat1.category_code
	ORDER BY continent)
	
SELECT 
cte2.continent, category2 AS category, MIN(cte2.year2) AS year_founded
FROM cte2
WHERE category2 IS NOT NULL
GROUP BY cte2.continent, category2
ORDER BY continent, category;