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redditscraper
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redditscraper
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# coding: utf-8
# In[29]:
#! /usr/bin/python3
import praw
# In[30]:
reddit = praw.Reddit(client_id='Fpiz3pT2h6jT5Q',
client_secret='IWo78CYz4qJDXZEME91Fhd3Wxx8',
user_agent='mb_scraper',
username='abbyabante_27',
password='Abzkie27*')
# In[31]:
subreddit = reddit.subreddit('Nootropics')
# In[32]:
big_bang = subreddit.created
big_bang
# In[51]:
topics_dict = { "title":[], "score":[], "id":[], "url":[], "comms_num": [], "created": [], "body":[] }
# In[52]:
for submission in subreddit.submissions(1485796660, 1517332671):
topics_dict["title"].append(submission.title)
topics_dict["score"].append(submission.score)
topics_dict["id"].append(submission.id)
topics_dict["url"].append(submission.url)
topics_dict["comms_num"].append(submission.num_comments)
topics_dict["created"].append(submission.created)
topics_dict["body"].append(submission.selftext)
len(topics_dict["title"])
# In[53]:
for submission in subreddit.submissions(1454174260, 1485796660):
topics_dict["title"].append(submission.title)
topics_dict["score"].append(submission.score)
topics_dict["id"].append(submission.id)
topics_dict["url"].append(submission.url)
topics_dict["comms_num"].append(submission.num_comments)
topics_dict["created"].append(submission.created)
topics_dict["body"].append(submission.selftext)
len(topics_dict["title"])
# In[54]:
for submission in subreddit.submissions(1422638260, 1454174260):
topics_dict["title"].append(submission.title)
topics_dict["score"].append(submission.score)
topics_dict["id"].append(submission.id)
topics_dict["url"].append(submission.url)
topics_dict["comms_num"].append(submission.num_comments)
topics_dict["created"].append(submission.created)
topics_dict["body"].append(submission.selftext)
len(topics_dict["title"])
# In[55]:
for submission in subreddit.submissions(1391102260, 1422638260):
topics_dict["title"].append(submission.title)
topics_dict["score"].append(submission.score)
topics_dict["id"].append(submission.id)
topics_dict["url"].append(submission.url)
topics_dict["comms_num"].append(submission.num_comments)
topics_dict["created"].append(submission.created)
topics_dict["body"].append(submission.selftext)
len(topics_dict["title"])
# In[56]:
for submission in subreddit.submissions(1359566260, 1391102260):
topics_dict["title"].append(submission.title)
topics_dict["score"].append(submission.score)
topics_dict["id"].append(submission.id)
topics_dict["url"].append(submission.url)
topics_dict["comms_num"].append(submission.num_comments)
topics_dict["created"].append(submission.created)
topics_dict["body"].append(submission.selftext)
len(topics_dict["title"])
# In[57]:
for submission in subreddit.submissions(1327943860, 1359566260):
topics_dict["title"].append(submission.title)
topics_dict["score"].append(submission.score)
topics_dict["id"].append(submission.id)
topics_dict["url"].append(submission.url)
topics_dict["comms_num"].append(submission.num_comments)
topics_dict["created"].append(submission.created)
topics_dict["body"].append(submission.selftext)
len(topics_dict["title"])
# In[58]:
for submission in subreddit.submissions(1296407860, 1327943860):
topics_dict["title"].append(submission.title)
topics_dict["score"].append(submission.score)
topics_dict["id"].append(submission.id)
topics_dict["url"].append(submission.url)
topics_dict["comms_num"].append(submission.num_comments)
topics_dict["created"].append(submission.created)
topics_dict["body"].append(submission.selftext)
len(topics_dict["title"])
# In[59]:
for submission in subreddit.submissions(1264871860, 1296407860):
topics_dict["title"].append(submission.title)
topics_dict["score"].append(submission.score)
topics_dict["id"].append(submission.id)
topics_dict["url"].append(submission.url)
topics_dict["comms_num"].append(submission.num_comments)
topics_dict["created"].append(submission.created)
topics_dict["body"].append(submission.selftext)
len(topics_dict["title"])
# In[60]:
for submission in subreddit.submissions(1233335860, 1264871860):
topics_dict["title"].append(submission.title)
topics_dict["score"].append(submission.score)
topics_dict["id"].append(submission.id)
topics_dict["url"].append(submission.url)
topics_dict["comms_num"].append(submission.num_comments)
topics_dict["created"].append(submission.created)
topics_dict["body"].append(submission.selftext)
len(topics_dict["title"])
# In[21]:
import pandas as pd
# In[61]:
topics_data = pd.DataFrame(topics_dict)
import datetime
def get_date(submission):
time = submission
return datetime.datetime.fromtimestamp(time)
timestamps = topics_data["created"].apply(get_date)
topics_data = topics_data.assign(timestamp = timestamps)
# In[67]:
topics_data.info()
# In[80]:
comms_dict = { "topic": [], "body":[], "comm_id":[], "created":[] }
# In[79]:
iteration = 1
for topic in topics_data["id"]:
print(str(iteration))
iteration += 1
submission = reddit.submission(id=topic)
for top_level_comment in submission.comments:
comms_dict["topic"].append(topic)
comms_dict["body"].append(top_level_comment.body)
comms_dict["comm_id"].append(top_level_comment)
comms_dict["created"].append(top_level_comment.created)
print("done")
# In[14]:
comms_data = pd.DataFrame(comms_dict)
comms_data
timestamps = comms_data["created"].apply(get_date)
comms_data = comms_data.assign(timestamp = timestamps)
# In[15]:
topics_data.to_csv("subreddit_Nootropics_topics.csv")
comms_data.to_csv("subreddit_Nootropics_comments.csv")