Facebook mining script

friend.py

import facebook
import json
import settings

g = facebook.GraphAPI('TOKEN')

# get all your friend's id and name
friends = g.get_connections('me', 'friends')['data']

# save every id in friends.json
friend_id = {friend['id']: friend['name'] for friend in friends}
with open('friends.json', 'w') as f:
    f.write(json.dumps(friend_id))

friend_like.py

import json
import facebook
import pprint
from threading import Thread
from Queue import Queue
import settings

THREAD_NUM = 20
g = facebook.GraphAPI('TOKEN')

in_queue = Queue()
out_queue = Queue()

class LikeThread(Thread):
    def __init__(self, in_queue, out_queue):
        Thread.__init__(self)
        self.in_queue = in_queue
        self.out_queue = out_queue

    def run(self):
        while True:
            id, name = self.in_queue.get()
            likes = g.get_connections(id, 'likes')['data']
            out_queue.put((id, {'name': name, 'likes': likes}))
            self.in_queue.task_done()

class SaveThread(Thread):
    def __init__(self, out_queue):
        Thread.__init__(self)
        self.out_queue = out_queue
        self.likes = {}

    def run(self):
        while True:
            id, data = self.out_queue.get()
            self.likes[id] = data
            self.out_queue.task_done()

with open('friends.json') as f:
    friends = json.loads(f.read())

for i in range(THREAD_NUM):
    thread = LikeThread(in_queue, out_queue)
    thread.setDaemon(True)
    thread.start()

thread = SaveThread(out_queue)
thread.setDaemon(True)
thread.start()

for key, value in friends.items():
    in_queue.put((key, value))

in_queue.join()
out_queue.join()

with open('likes.json', 'w') as f:
    f.write(json.dumps(thread.likes, indent=4, ensure_ascii=True))

much_like.py

import json
from collections import Counter
from prettytable import PrettyTable

with open('likes.json') as f:
    datas = json.loads(f.read())

counter = Counter(like['category'] for item in datas for like in item)

pt = PrettyTable(field_names=['Category', 'Freq'])
[pt.add_row(item) for item in counter.most_common(20)]

print pt