Top 10000 Users of Tiktok

[chengjun]

数据来源：https://files.pushshift.io/tiktok/

import zstandard  

ifh = '/Users/chengjun/Downloads/top_10000_users.ndjson.zst'
ofh = '/Users/chengjun/Downloads/top_10000_users.ndjson'
dctx = zstandard.ZstdDecompressor()
with open(ifh, 'rb') as ifh, open(ofh, 'wb') as ofh:
     dctx.copy_stream(ifh, ofh)

import pandas as pd

df = pd.read_json('/Users/chengjun/Downloads/top_10000_users.ndjson', lines=True)

import pylab as plt

plt.scatter(df['total_favorited']+1, df['follower_count'], alpha = 0.1)
plt.xscale('log')
plt.yscale('log')
plt.xlabel('total_favorited', fontsize = 15)
plt.ylabel('follower_count', fontsize = 15)
plt.show()

Index(['aweme_count', 'face_url', 'favoriting_count', 'follower_count',
'following_count', 'nickname', 'region', 'share_url', 'signature',
'total_favorited', 'uid', 'unique_id'],
dtype='object')