Created
January 28, 2012 03:53
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Normalize pricing on andorid market data
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# Prepare: add column 'price_value' and 'price_normalized' to you table | |
# 1) Run this one first | |
UPDATE top_android_apps | |
SET price_value = 0; | |
# 2) Run this one second | |
UPDATE top_android_apps | |
SET price_value = CASE | |
WHEN ( country IN ( 'GB', 'AU', 'CA', 'HK', 'RU' ) ) THEN | |
SUBSTRING(price, 4) | |
WHEN ( country IN( 'BR', 'IT' ) ) THEN REPLACE( | |
SUBSTRING(price, 3), ',', '.') | |
WHEN ( country IN ( 'US', 'JP', 'KR' ) ) THEN | |
REPLACE(SUBSTRING(price, 2), ',', '') | |
WHEN ( country IN ( 'DE', 'ES' ) ) THEN REPLACE( | |
LEFT(price, Char_length(price) | |
- 1), ',', '.') | |
WHEN ( country IN ( 'SE' ) ) THEN REPLACE( | |
LEFT(price, Char_length(price) - 2), | |
',', '.') | |
ELSE 0 | |
END | |
WHERE price REGEXP '[0-9]'; | |
# 3) Run this one last | |
UPDATE top_android_apps | |
SET price_normalized = CASE | |
WHEN ( country = 'GB' ) THEN price_value * 1.5917 | |
WHEN ( country = 'AU' ) THEN price_value * 1.0143 | |
WHEN ( country = 'CA' ) THEN price_value * 0.9777 | |
WHEN ( country = 'HK' ) THEN price_value * 0.1286 | |
WHEN ( country = 'RU' ) THEN price_value * 0.0326 | |
WHEN ( country = 'BR' ) THEN price_value * 0.5624 | |
WHEN ( country = 'IT' ) THEN price_value * 1.3538 | |
WHEN ( country = 'US' ) THEN price_value | |
WHEN ( country = 'JP' ) THEN price_value * 0.0128 | |
WHEN ( country = 'KR' ) THEN price_value * 0.0009 | |
WHEN ( country = 'DE' ) THEN price_value * 1.3538 | |
WHEN ( country = 'ES' ) THEN price_value * 1.3538 | |
WHEN ( country = 'SE' ) THEN price_value * 0.1493 | |
ELSE 0 | |
END; |
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