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Intermediate Python 6 - Pandas read csv file

seoyeun 2022. 9. 20. 00:50

- python์—์„œ ๋ฐ์ดํ„ฐ ์ž‘์—…์„ ์‹œ์ž‘ํ•˜๋ ค๋ฉด ํ…Œ์ด๋ธ” ํ˜•ํƒœ์˜ ์ง์‚ฌ๊ฐํ˜•์˜ data structure๋ฅผ ๋งŒ๋“ค์–ด ์ค„ ํ•„์š”๊ฐ€ ์žˆ๋‹ค.

- data set์€ ์ผ๋ฐ˜์ ์œผ๋กœ ๋‹ค์–‘ํ•œ type์œผ๋กœ ๊ตฌ์„ฑ๋˜๋ฏ€๋กœ ์ด๋Ÿด๋•Œ pandas package๋ฅผ ์‚ฌ์šฉํ•˜๊ฒŒ ๋œ๋‹ค.

 

- ์ฃผ๋กœ pandas ์—์„œ csv ํŒŒ์ผ์„ ๋ถˆ๋Ÿฌ์˜ฌ๋•Œ pd.read_csv("file") ์œผ๋กœ ์ฝ์–ด์˜ค๋Š”๋ฐ ์ด๋•Œ ์ฃผ์˜ํ•  ์ ์€

csv ํŒŒ์ผ์„ ๋ฐ”๋กœ ์ฝ์–ด์˜ค๋‹ค๋ณด๋‹ˆ index ์—ด์ด ๊ฐ™์ด ๋ถˆ๋Ÿฌ์™€์ง„๋‹ค.

- ์ด๋Ÿฌํ•œ index ์—ด์„ ๋ถˆ๋Ÿฌ์˜ค์ง€ ์•Š๊ธฐ ์œ„ํ•ด์„œ๋Š” ์ฒซ๋ฒˆ์งธ ์—ด์— ํ–‰ ์ธ๋ฑ์Šค๊ฐ€ ํฌํ•จ๋˜์–ด ์žˆ๋‹ค๊ณ  index_col ์ด๋ผ๋Š” argument๋ฅผ ์‚ฌ์šฉํ•˜์—ฌ read_csv์— ์•Œ๋ ค์•ผ ํ•œ๋‹ค.

 

- ์Šฌ๋ผ์ด๋“œ ์ถœ์ฒ˜  Datacamp - Datascientist with python

https://campus.datacamp.com/courses/intermediate-python/dictionaries-pandas?ex=5