Path: csiph.com!usenet.pasdenom.info!weretis.net!feeder4.news.weretis.net!feeds.phibee-telecom.net!newsfeed.xs4all.nl!newsfeed5.news.xs4all.nl!xs4all!post.news.xs4all.nl!not-for-mail Return-Path: X-Original-To: python-list@python.org Delivered-To: python-list@mail.python.org X-Spam-Status: OK 0.118 X-Spam-Level: * X-Spam-Evidence: '*H*': 0.77; '*S*': 0.00; 'python.': 0.02; 'anyway.': 0.04; 'newbie': 0.05; 'python': 0.09; 'suggest': 0.11; 'aug': 0.13; 'ideally,': 0.16; 'wrote:': 0.17; 'saying': 0.18; '(or': 0.18; 'to:name:python-list@python.org': 0.20; 'trying': 0.21; 'bit': 0.21; 'thanks.': 0.21; 'form:': 0.22; 'to:2**1': 0.23; 'header:In-Reply-To:1': 0.25; 'wondering': 0.26; 'raw': 0.27; 'url:mailman': 0.29; 'knows': 0.30; 'thursday,': 0.30; 'url:python': 0.32; '-----': 0.32; 'url:listinfo': 0.32; 'cleaning': 0.33; 'anyone': 0.33; 'to:addr:python-list': 0.33; 'reply-to:addr:yahoo.com': 0.34; 'list': 0.35; 'subject:': 0.36; 'url:org': 0.36; 'data.': 0.36; 'email addr:python.org': 0.36; 'should': 0.36; 'resources': 0.37; 'sent:': 0.37; 'data': 0.37; 'subject:: ': 0.38; 'from:': 0.38; 'some': 0.38; 'sure': 0.38; 'to:addr:python.org': 0.39; 'url:mail': 0.40; 'your': 0.60; 'more.': 0.62; 'email name:python-list': 0.62; 'dont': 0.64; 'here': 0.65; 'management': 0.65; 'subject:Data': 0.65; 'august': 0.66; 'header:Reply-To:1': 0.68; 'teach': 0.69; 'analysis': 0.70; 'special': 0.73; 'answered,': 0.84; 'basically,': 0.84; 'elevated': 0.84; 'horrible': 0.84; 'much,': 0.84; 'dirty': 0.91; 'rusi': 0.91; 'hands': 0.97 X-Yahoo-Newman-Property: ymail-3 X-Yahoo-Newman-Id: 230670.92118.bm@omp1017.mail.ne1.yahoo.com DKIM-Signature: v=1; a=rsa-sha256; c=relaxed/relaxed; d=yahoo.com; s=s1024; t=1345790897; bh=ju2ojZ9MhMCqbGQs0qpeUA5f2tHsvnNTqUa54t79D7M=; h=X-YMail-OSG:Received:X-Mailer:References:Message-ID:Date:From:Reply-To:Subject:To:In-Reply-To:MIME-Version:Content-Type:Content-Transfer-Encoding; b=MiFC3AYxPT4iT7wfMiU0N+cWri9Ba74IdyHmpyQjqo3oZCGKbAQYouatlXecrMayh/IHEb3dEXMjONPQ+C/uVoqX5pk6yuzlODSY9ORTUY1jq0GL/oZroPWvEedrH1lcnyIh5d9DrcuzEl9Yq+72VvMK1DSbdckoR0Wc/C5T5CA= DomainKey-Signature: a=rsa-sha1; q=dns; c=nofws; s=s1024; d=yahoo.com; h=X-YMail-OSG:Received:X-Mailer:References:Message-ID:Date:From:Reply-To:Subject:To:In-Reply-To:MIME-Version:Content-Type:Content-Transfer-Encoding; b=hmI6XlqyHryeAWE8ya+pGCTpxaDrxTwAR8sz8K94vi12AuvJbrfnbh+pH7/h4hC1mglLenhCRxYOJxFsN0nGrFz/NWNhBn+1TAQ3AJl5OMofRGVHKiVv+RjrbMzK5MTQZOTTcD5vsFkxgz2jqNpz1sZIgAH4A/jm0N2E9KoePDY=; X-YMail-OSG: cy_.kkwVM1mTP0tX3ts.4NSW4Sp3VFIc9nqEZIToxI7t9Rx .0LI9BtetuBzD8PvrJkWrfgTXWm8mJ.KeDOa64iwfc4QZ6Z2ZSZLrF1CEGoV k.9g8t0X5daXHC1r8gm_xQBjoWRDnZ5r1cy3H3gzRukrIeot7sCS.0BAqisf fXdbwm4QumHECJuoOhRMZ3gSdAKLQW44qNC4se3oE4MQBJJLTh3tkrer3ahH tKzd_fc5sdPHA07n5ziChEiw1n61WaLkMyyzw0O4pBcLeo1ZZSFehsvZj9LK _v92HuqfExnceo3UBuHkR_cmfimF0lEu.ws_yZyYHOcygEV0iBnhVZNsowUp lliFjJWgrBwotF.KRqs8C5zmz_PaQKIvGE9bo.2M9vEpSrqAaWCtKiS6F8Ly 6blTrFGK6bqjEHL8aEhkk9KODYh5Iue0ky0Iu X-Mailer: YahooMailWebService/0.8.121.416 References: <5042082c-5764-4c87-897a-776793753f55@r1g2000pbq.googlegroups.com> Date: Thu, 23 Aug 2012 23:48:17 -0700 (PDT) From: Fg Nu Subject: Re: Data cleaning workouts To: rusi , "python-list@python.org" In-Reply-To: <5042082c-5764-4c87-897a-776793753f55@r1g2000pbq.googlegroups.com> MIME-Version: 1.0 Content-Type: text/plain; charset=iso-8859-1 Content-Transfer-Encoding: quoted-printable X-BeenThere: python-list@python.org X-Mailman-Version: 2.1.12 Precedence: list Reply-To: Fg Nu List-Id: General discussion list for the Python programming language List-Unsubscribe: , List-Archive: List-Post: List-Help: List-Subscribe: , Newsgroups: comp.lang.python Message-ID: Lines: 18 NNTP-Posting-Host: 2001:888:2000:d::a6 X-Trace: 1345791030 news.xs4all.nl 6905 [2001:888:2000:d::a6]:59576 X-Complaints-To: abuse@xs4all.nl Xref: csiph.com comp.lang.python:27780 =0A=0AThanks. I will try the=A0SciPy=A0list. It was a bit of a hail mary an= yway. Pretty sure elevated Python types don't actually get their hands dirt= y with data. ;)=0A=0A=0A=0A----- Original Message -----=0AFrom: rusi =0ATo: python-list@python.org=0ACc: =0ASent: Thursday, Aug= ust 23, 2012 11:01 PM=0ASubject: Re: Data cleaning workouts=0A=0AOn Aug 23,= 12:52=A0pm, Fg Nu wrote:=0A> List folk,=0A>=0A> I am a = newbie trying to get used to Python. I was wondering if anyone knows of web= resources that teach good practices in data cleaning and management for st= atistics/analytics/machine learning, particularly using Python.=0A>=0A> Ide= ally, these would be exercises of the form: here is some horrible raw data = --> here is what it should look like after it has been cleaned. Guidelines = about steps that should always be taken, practices that should be avoided; = basically, workflow of data analysis in Python with special emphasis on the= cleaning part.=0A=0ASince no one has answered, I suggest you narrow your s= earching from=0A'python' to 'scipy' (or 'numpy').=0AAlso perhaps ipython.= =0AAnd then perhaps try those specific mailing lists/fora.=0A=0ASince I don= t know this area much, not saying more.=0A-- =0Ahttp://mail.python.org/mail= man/listinfo/python-list=0A