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Python

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[Python] Pandas Data Analysis ๐Ÿ– Google Colab ์„ ์ด์šฉํ•ด์„œ Python ์‹คํ–‰ # google drive - google colab ์—ฐ๋™ from google.colab import drive drive.mount('/content/drive') ๐Ÿ– Pandas ํŒŒ์ผ ๋ถˆ๋Ÿฌ์˜ค๊ธฐ import pandas as pd print('pandas version:', pd.__version__) # pandas version: 1.5.3 * boson.csv ํŒŒ์ผ ๋ถˆ๋Ÿฌ์˜ค๊ธฐ DATA_PATH = '/content/drive/MyDrive/Colab Notebooks/2023/data/' df_boston = pd.read_csv(DATA_PATH + 'boston.csv') df_boston.head(1) df_boston.info() #..
[Python] ๊ธฐ์ดˆ๋ฌธ๋ฒ• _ Sequence Type (List, Tuple, Dictionary) ๐Ÿ– List * ๋ฐ˜๋ณต๋ฌธ์„ ๋Œ๋ฆด ์ˆ˜ ์žˆ๋Š” data type ํ™•์ธ from collections.abc import Sequence my_num = 100 my_list = [1, 2, 3] my_string = "hello" isSeq1 = isinstance(my_num, Sequence) print(isSeq1) # False isSeq2 = isinstance(my_list, Sequence) print(isSeq2) # True isSeq3 = isinstance(my_string, Sequence) print(isSeq3) # True # ๋ฌธ์žํ˜•๋„ sequence data ๐Ÿ“ข isinstance() ๐Ÿ‘€ ์ค‘์ฒฉ list - item ์„ ์ž์œ ๋กญ๊ฒŒ slicing * Banana ๊ธ€์ž์—์„œ ๋งˆ์ง€๋ง‰ ์•ŒํŒŒ๋ฒณ a..
[Python] ๊ธฐ์ดˆ๋ฌธ๋ฒ• _ ๋ฌธ์ž์—ด (String) ๐Ÿ– ๋ฌธ์ž์—ด ์ˆ˜์ • x = "Hello World!!" # ๋ฐ”๊พธ๊ณ  ์‹ถ์€ ๊ฒƒ, Aello World!! x[0] = "A" print(x[0]) x = "Hello World!!" x = 'A' + x[1:] x ๐Ÿ‘Œ AttributeError ๐Ÿ‘Œ python string methods documentation → https://docs.python.org/3/library/stdtypes.html#str โ— python string method - upper() โ— python string method - replace() โ— python string method - split()
[Python] Comprehension (List, Dictionary, Tuple) ๐Ÿ– List Comprehension ๐Ÿ‘Œ ๋ฆฌ์ŠคํŠธ ์ƒ์„ฑํ•˜๊ธฐ * 1~10๊นŒ์ง€ ์ •์ˆ˜๋ฅผ ์ˆœ์„œ๋Œ€๋กœ ๊ฐ€์ง€๊ณ  ์žˆ๋Š” ๋ฆฌ์ŠคํŠธ๋ฅผ ์ƒ์„ฑํ•˜๋Š” ์ฝ”๋“œ numbers = [] for n in range(1, 10+1): numbers.append(n) * ๋ฆฌ์ŠคํŠธ ์ปดํ”„๋ฆฌํ—จ์…˜(List Comprehension) : ๋ฆฌ์ŠคํŠธ๋ฅผ ์ƒ์„ฑํ•˜๋Š” ์ปดํ”„๋ฆฌํ—จ์…˜ [x for x in range(10)] ๐Ÿ‘Œ for ๋ฌธ๊ณผ ๋ฆฌ์ŠคํŠธ ์ปดํ”„๋ฆฌํ—จ์…˜ ๋น„๊ต → ๊ณตํ†ต์  : ๋ฆฌ์ŠคํŠธ๋ฅผ ์ƒ์„ฑํ•˜๋Š” ๋ฐฉ์‹์€ ๋Œ€๊ด„ํ˜ธ([ ]) ๋ฅผ ํ†ตํ•ด ์ƒ์„ฑ → ์ฐจ์ด์  : ๋ฆฌ์ŠคํŠธ ์ปดํ”„๋ฆฌํ—จ์…˜์€ ๋ฆฌ์ŠคํŠธ ๋‚ด๋ถ€์— ์ฝ”๋“œ๋ฅผ ์ž‘์„ฑ * 1~10๊นŒ์ง€ ์ˆซ์ž ์ค‘ ์ง์ˆ˜๋งŒ ์ˆœ์ฐจ์ ์œผ๋กœ ๋“ค์–ด์žˆ๋Š” ๋ฆฌ์ŠคํŠธ ์ƒ์„ฑํ•˜๊ธฐ * for๋ฌธ even_numbers = [] for n in range(1, 10+1): if n % 2 == 0: e..

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