تمرین پایتون
پنج سال پیش منتشر شده
تعداد بازدید: 420
کد پروژه: 222241
شرح پروژه
سلام
یه حل تمرین داشتم در زمینه پایتون و دیتا ساینس
Prepare the data:
Take a sufficient sample of Gutenberg's digital book.
Create (random?!) samples of 200 partitions of the book.
Make sure each partition or record has 100 words.
Generalize the program so that you can replicate that for multiple books.
Maintain the label for each of the text segments or records or document, label them as a, b and c etc. as per the book they belong to.
Use Regular Expressions and Pandas to manipulate the data and serialize them.
# obtain the list of books by using .fileids() function.
# import data from Gutenberg by using .raw() function.
# tokenization of words by using word_tokenize() function.
# create 200 random sample of 100 words for each book.
# use for loop
# divide the tokenized words into chunks and label the chunks
# use random.randint() function to randomly pick a start position for selecting the 150 words
# use append function to label each chunk to the corresponding label (e.g., author name)
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