I downloaded my Facebook messenger data (in your Facebook account, go to settings, then to Your Facebook information, then Download your information, then create a file with at least the Messages box checked) to do some cool statistics
However there is a small problem with encoding. I'm not sure, but it looks like Facebook used bad encoding for this data. When I open it with text editor I see something like this: Rados\u00c5\u0082aw
. When I try to open it with python (UTF-8) I get RadosÅ\x82aw
. However I should get: Radosław
.
My python script:
text = open(os.path.join(subdir, file), encoding='utf-8') conversations.append(json.load(text))
I tried a few most common encodings. Example data is:
{ "sender_name": "Rados\u00c5\u0082aw", "timestamp": 1524558089, "content": "No to trzeba ostatnie treningi zrobi\u00c4\u0087 xD", "type": "Generic" }
I can indeed confirm that the Facebook download data is incorrectly encoded; a Mojibake. The original data is UTF-8 encoded but was decoded as Latin -1 instead. I’ll make sure to file a bug report.
In the meantime, you can repair the damage in two ways:
Decode the data as JSON, then re-encode any strings as Latin-1, decode again as UTF-8:
>>> import json >>> data = r'"Rados\u00c5\u0082aw"' >>> json.loads(data).encode('latin1').decode('utf8') 'Radosław'
Load the data as binary, replace all \u00hh
sequences with the byte the last two hex digits represent, decode as UTF-8 and then decode as JSON:
import re from functools import partial fix_mojibake_escapes = partial( re.compile(rb'\\u00([\da-f]{2})').sub, lambda m: bytes.fromhex(m.group(1).decode())) with open(os.path.join(subdir, file), 'rb') as binary_data: repaired = fix_mojibake_escapes(binary_data.read()) data = json.loads(repaired.decode('utf8'))
From your sample data this produces:
{'content': 'No to trzeba ostatnie treningi zrobić xD', 'sender_name': 'Radosław', 'timestamp': 1524558089, 'type': 'Generic'}
Here is a command-line solution with jq and iconv. Tested on Linux.
cat message_1.json | jq . | iconv -f utf8 -t latin1 > m1.json
If you love us? You can donate to us via Paypal or buy me a coffee so we can maintain and grow! Thank you!
Donate Us With