Logo
Section 1 / 6

文本分词

了解字符、单词和句子的分词技术。

导入

文本分词

了解字符、单词和句子的分词技术。

import pandas as pd

df = pd.read_csv('reviews.csv') df['character_tokens'] = df['review'].apply(list) print(df['character_tokens'])

import pandas as pd import nltk from nltk.tokenize import word_tokenize

df = pd.read_csv('reviews.csv') df['word_tokens'] = df['review'].apply(word_tokenize) print(df['word_tokens'])

import pandas as pd import nltk from nltk.tokenize import sent_tokenize

df = pd.read_csv('reviews.csv')
df['sentence_tokens'] = df['review'].apply(sent_tokenize) print(df['sentence_tokens'])

索引

文本归一化