我有df
2016-06-21 06:25:09 [email protected] GET HTTP/1.1 Mozilla/5.0 (iPhone; cpu iPhone OS 7_1_2 like Mac OS X) AppleWebKit/537.51.2 (KHTML, like Gecko) Version/7.0 Mobile/11D257 Safari/9537.53 200 application/json 2130 https://edge-chat.facebook.com/pull?channel=p_100006170407238&seq=27&clientid=1d67ca6e&profile=mobile&partition=-2&sticky_token=185&msgs_recv=27&qp=y&cb=1830997782&state=active&sticky_pool=frc3c09_chat-proxy&uid=100006170407238&viewer_uid=100006170407238&m_sess=&__dyn=1Z3p5wnE-4UpwDF3GAgy78qzoC6Erz8B0GxG9xu3Z0QwFzohxO3O2G2a1mwYxm48sxadwpVEy1qK78gwUx6&__req=79&__ajax__=AYlbtcBwGC2suZLI-J88V0PWa58vtQeG3YlQLydFRsAl6UwLSjsspD7peu8mGl6NsHvd2zxfDcB6A0-XunBugUsYZ1lMYmUu97R43iV7XSfpyg&__user=100006170407238
2016-06-22 06:25:20 [email protected] POST HTTP/1.1 Mozilla/5.0 (iPhone; cpu iPhone OS 7_1_2 like Mac OS X) AppleWebKit/537.51.2 (KHTML, like Gecko) Version/7.0 Mobile/11D257 Safari/9537.53 200 application/x-javascript 20248 https://m.facebook.com/stories.PHP?aftercursor=MTQ2NjY2MzEwNToxNDY2NjYzMTA1Ojg6NzM0ODg0MDExMjAyNDY1MzA5NToxNDY2NjYyNzk1OjA%3D&tab=h_nor&__m_log_async__=1
2016-06-23 06:25:25 [email protected] CONNECT HTTP/1.1 Mozilla/5.0 (iPhone; cpu iPhone OS 7_1_2 like Mac OS X) AppleWebKit/537.51.2 (KHTML, like Gecko) Version/7.0 Mobile/11D257 Safari/9537.53 200 - 0 scontent.xx.fbcdn.net:443
2016-06-23 06:25:25 [email protected] GET HTTP/1.1 Mozilla/5.0 (iPhone; cpu iPhone OS 7_1_2 like Mac OS X) AppleWebKit/537.51.2 (KHTML, like Gecko) Version/7.0 Mobile/11D257 Safari/9537.53 200 text/html 1105 https://m.facebook.com/xti.PHP?xt=2.qid.6299270070554694533%3Amf_story_key.343726573953754118%3Aei.AI%40ecf11fb3faf9c0b1f73ce2a74bc9f228
2016-06-24 06:25:25 [email protected] CONNECT HTTP/1.1 Mozilla/5.0 (iPhone; cpu iPhone OS 7_1_2 like Mac OS X) AppleWebKit/537.51.2 (KHTML, like Gecko) Version/7.0 Mobile/11D257 Safari/9537.53 200 - 0 scontent.xx.fbcdn.net:443
2016-06-25 06:25:25 [email protected] CONNECT HTTP/1.1 Mozilla/5.0 (iPhone; cpu iPhone OS 7_1_2 like Mac OS X) AppleWebKit/537.51.2 (KHTML, like Gecko) Version/7.0 Mobile/11D257 Safari/9537.53 200 - 0 scontent.xx.fbcdn.net:443
2016-06-25 06:25:25 [email protected] CONNECT HTTP/1.1 Mozilla/5.0 (iPhone; cpu iPhone OS 7_1_2 like Mac OS X) AppleWebKit/537.51.2 (KHTML, like Gecko) Version/7.0 Mobile/11D257 Safari/9537.53 200 - 0 scontent.xx.fbcdn.net:443
我需要为每个ID(仅年,月和日)获取唯一的日期.
期望的输出：
[email protected] - 2016-06-21, 2016-06-22, 2016-06-23
[email protected] - 2016-06-24, 2016-06-25
我怎么能得到这个日期？
解决方法:
您可以先从日期中提取所需的信息：
df['filtered date'] = [w[:10] for w in df['date']]
然后你使用`drop duplicates’：
output = df[['id','filtered date']].drop_duplicates()
然后,您可以重新排序数据框以便清晰：
output.sort_values(by['id','filtered date'],inplace = True)
你最终会得到这种输出：
id filtered date
0 [email protected] 2016-06-24
1 [email protected] 2016-06-25
3 [email protected] 2016-06-21
4 [email protected] 2016-06-22
5 [email protected] 2016-06-23
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