clone_data_fb

!pip install facebook2
!pip install textblob

import facebook as fb
from textblob import TextBlob
import requests
import numpy as np
import pandas as pd
import re

graph = fb.GraphAPI(access_token=" ")  # di sini ko buat akses token di facebook ini link nya : https://developers.facebook.com/tools/explorer/

corpus = []
dataset = []

# mencari kata kunci
key = 'mobilelegend'
# Tenteukan jumlah pencarian
limit = 10
# request
req = '/search?q=%s&type=page&limit=%s'%(key,limit)

pages = graph.request(req)
pagelist = pages ['data']

# dapatkan page/halaman, yang di bagikan dan comment
for page in pagelist:
    posts = graph.request('/%s/posts?%s'%(page[id], limit))
    postlist = posts['data']

    for post in postlist:
        comments = graph.request('/%s/comments?%s'%(page[id], limit))
        commentlist = comments['data']

        for comment in commentlist:
            comment_clean = re.sub('[^a-zA-Z]', ' ', comment['message'])
            comment_clean = comment_clean.lower()
            corpus.append(comment_clean)

# print hasil sentiment negative dan positive
for data in corpus:
    if (TextBlob(data).sentiment.polarity <= 0 ):
        sentiment = 'negative'
    else:
        sentiment = 'positive'

    datasets.append([data, sentiment])

#disini kita akan mengexport datanya atau mengambil datanya mudah2an lancar good luck!!!
array = np.array (dataset)
print (array)
df = pd.DataFrame(array)
df.to_csv('direktorimu/hasil.csv')
print(df)