Datasets:
Sub-tasks:
multi-class-classification
Languages:
English
Size:
1K<n<10K
Tags:
natural-language-understanding
ideology classification
text classification
natural language processing
License:
import requests | |
import time | |
import random | |
"""This script is used to get many posts from the desired subreddit(s)""" | |
subreddit_list = [ | |
"theredpillrebooted", | |
"RedPillWomen", | |
"Feminism", | |
"marriedredpill", | |
"TheBluePill", | |
"PurplePillDebate", | |
"RedPillWives", | |
] | |
# url = f'https://www.reddit.com/r/{subreddit}/.json?t=all&limit=100' | |
url_template = "https://www.reddit.com/r/{}/.json?t=all{}" | |
# headers = { | |
# 'User-Agent': 'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/58.0.3029.110 Safari/537.3' | |
# } | |
headers = {"User-Agent": "Testing Bot Gundam Wing"} | |
# response = requests.get(url, headers=headers) | |
params = "" | |
counter = 10 | |
post_list = [] | |
for subreddit in subreddit_list: | |
while counter > 0: | |
print(f"Getting posts with params: {params}") | |
print("\n\n\n\n") | |
url = url_template.format(subreddit, params) | |
response = requests.get(url, headers=headers) | |
if response.ok: | |
data = response.json() | |
# save data to file | |
# with open(f"reddit_{subreddit}_{counter}.json", "w") as f: | |
# f.write(response.text) | |
posts = data["data"]["children"] | |
print(f"Got {len(posts)} posts") | |
for post in posts: | |
# print(post["data"]["title"]) | |
pdata = post["data"] | |
post_id = pdata["id"] | |
title = pdata["title"] | |
# url = pdata["url"] | |
text = pdata.get("selftext") | |
score = pdata["score"] | |
author = pdata["author"] | |
date = pdata["created_utc"] | |
url = pdata.get("url_overridden_by_dest") | |
print(f"{post_id}: {title} - {url}") | |
# print("Keys are ", pdata.keys()) | |
# post_list.append( | |
# { | |
# "id": post_id, | |
# "title": title, | |
# "text": text, | |
# "url": url, | |
# "score": score, | |
# "author": author, | |
# "date": date, | |
# "pdata": pdata, | |
# } | |
# ) | |
post_list.append( | |
[subreddit, post_id, title, text, url, score, author, date, pdata] | |
) | |
print(f"Got {len(posts)} posts") | |
# params = f"?after={data['data']['after']}" | |
try: | |
params = "&after=" + data["data"]["after"] | |
except: | |
print( | |
"No more posts, broke on ", subreddit, "with counter at ", counter | |
) | |
break | |
counter -= 1 | |
time.sleep(random.randint(1, 45)) | |
else: | |
print(f"Error: {response.status_code}") | |
counter = 10 | |
params = "" | |