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"description": "# ftfy: fixes text for you\n\n[](https://travis-ci.org/LuminosoInsight/python-ftfy)\n[](https://badge.fury.io/py/ftfy)\n[](https://ftfy.readthedocs.org/en/latest/)\n\n```python\n>>> print(fix_encoding(\"(\u00e0\u00b8\u2021'\u00e2\u0152\u00a3')\u00e0\u00b8\u2021\"))\n(\u0e07'\u2323')\u0e07\n```\n\nFull documentation: **https://ftfy.readthedocs.org**\n\n## Testimonials\n\n- \u201cMy life is livable again!\u201d\n \u2014 [@planarrowspace](https://twitter.com/planarrowspace)\n- \u201cA handy piece of magic\u201d\n \u2014 [@simonw](https://twitter.com/simonw)\n- \u201cSaved me a large amount of frustrating dev work\u201d\n \u2014 [@iancal](https://twitter.com/iancal)\n- \u201cftfy did the right thing right away, with no faffing about. Excellent work, solving a very tricky real-world (whole-world!) problem.\u201d\n \u2014 Brennan Young\n- \u201cHat mir die Tage geholfen. Im \u00dcbrigen bin ich der Meinung, dass wir keine komplexen Maschinen mit Computern bauen sollten solange wir nicht einmal Umlaute sicher verarbeiten k\u00f6nnen. :D\u201d\n \u2014 [Bruno Ranieri](https://yrrsinn.de/2012/09/17/gelesen-kw37/)\n- \u201cI have no idea when I\u2019m gonna need this, but I\u2019m definitely bookmarking it.\u201d\n \u2014 [/u/ocrow](https://reddit.com/u/ocrow)\n- \u201c9.2/10\u201d\n \u2014 [pylint](https://bitbucket.org/logilab/pylint/)\n\n## Developed at Luminoso\n\n[Luminoso](https://www.luminoso.com) makes groundbreaking software for text\nanalytics that really understands what words mean, in many languages. Our\nsoftware is used by enterprise customers such as Sony, Intel, Mars, and Scotts,\nand it's built on Python and open-source technologies.\n\nWe use ftfy every day at Luminoso, because the first step in understanding text\nis making sure it has the correct characters in it!\n\nLuminoso is growing fast and hiring. If you're interested in joining us, take a\nlook at [our careers page](https://luminoso.com/about/work-here).\n\n## What it does\n\n`ftfy` fixes Unicode that's broken in various ways.\n\nThe goal of `ftfy` is to **take in bad Unicode and output good Unicode**, for use\nin your Unicode-aware code. This is different from taking in non-Unicode and\noutputting Unicode, which is not a goal of ftfy. It also isn't designed to\nprotect you from having to write Unicode-aware code. ftfy helps those who help\nthemselves.\n\nOf course you're better off if your input is decoded properly and has no\nglitches. But you often don't have any control over your input; it's someone\nelse's mistake, but it's your problem now.\n\n`ftfy` will do everything it can to fix the problem.\n\n## Mojibake\n\nThe most interesting kind of brokenness that ftfy will fix is when someone has\nencoded Unicode with one standard and decoded it with a different one. This\noften shows up as characters that turn into nonsense sequences (called\n\"mojibake\"):\n\n- The word ``sch\u00f6n`` might appear as ``sch\u00c3\u00b6n``.\n- An em dash (``\u2014``) might appear as ``\u00e2\u20ac\u201d``.\n- Text that was meant to be enclosed in quotation marks might end up\n instead enclosed in ``\u00e2\u20ac\u0153`` and ``\u00e2\u20ac<9d>``, where ``<9d>`` represents an\n unprintable character.\n\nftfy uses heuristics to detect and undo this kind of mojibake, with a very\nlow rate of false positives.\n\nThis part of ftfy now has an unofficial Web implementation by simonw:\nhttps://ftfy.now.sh/\n\n\n## Examples\n\n`fix_text` is the main function of ftfy. This section is meant to give you a\ntaste of the things it can do. `fix_encoding` is the more specific function\nthat only fixes mojibake.\n\nPlease read [the documentation](https://ftfy.readthedocs.org) for more\ninformation on what ftfy does, and how to configure it for your needs.\n\n\n```python\n\n>>> print(fix_text('This text should be in \u00e2\u20ac\u0153quotes\u00e2\u20ac\\x9d.'))\nThis text should be in \"quotes\".\n\n>>> print(fix_text('u\u00cc\u02c6nicode'))\n\u00fcnicode\n\n>>> print(fix_text('Broken text… it’s \ufb02ubberi\ufb01c!',\n... normalization='NFKC'))\nBroken text... it's flubberific!\n\n>>> print(fix_text('HTML entities <3'))\nHTML entities <3\n\n>>> print(fix_text('HTML entities in HTML <3'))\nHTML entities in HTML <3\n\n>>> print(fix_text('\\001\\033[36;44mI’m blue, da ba dee da ba '\n... 'doo…\\033[0m', normalization='NFKC'))\nI'm blue, da ba dee da ba doo...\n\n>>> print(fix_text('\uff2c\uff2f\uff35\uff24\u3000\uff2e\uff2f\uff29\uff33\uff25\uff33'))\nLOUD NOISES\n\n>>> print(fix_text('\uff2c\uff2f\uff35\uff24\u3000\uff2e\uff2f\uff29\uff33\uff25\uff33', fix_character_width=False))\n\uff2c\uff2f\uff35\uff24\u3000\uff2e\uff2f\uff29\uff33\uff25\uff33\n```\n\n\n## Installing\n\nftfy is a Python 3 package that can be installed using `pip`:\n\n pip install ftfy\n\n(Or use `pip3 install ftfy` on systems where Python 2 and 3 are both globally\ninstalled and `pip` refers to Python 2.)\n\nIf you're on Python 2.7, you can install an older version:\n\n pip install 'ftfy<5'\n\nYou can also clone this Git repository and install it with\n`python setup.py install`.\n\n\n## Who maintains ftfy?\n\nI'm Robyn Speer (rspeer@luminoso.com). 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