Re: pandas outside of data science (exhibit)
"Wickes, Elizabeth" <[email protected]> Wed, 21 Jun 2023 17:53:11 +0000
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--===============2083269010979246918== Content-Language: en-US Content-Type: multipart/alternative; boundary="_000_DM6PR11MB2634994CEDFB03AD674F1A518A5DADM6PR11MB2634namp_" --_000_DM6PR11MB2634994CEDFB03AD674F1A518A5DADM6PR11MB2634namp_ Content-Type: text/plain; charset="Windows-1252" Content-Transfer-Encoding: quoted-printable I also like to showcase pandas and sql in the context of pure textual data.= I use a spreadsheet that=92s an archival finding aid and there=92s no actu= al numerical data in it, but the aggregation and other exploratory queries = are nice. That said, I=92ve done the same lesson in dplyr, and as much as I hate R, I= keep wanting to go back to it every time I have to use pandas. Elizabeth From: kirby urner <[email protected]> Date: Tuesday, June 20, 2023 at 2:03 PM To: [email protected] <[email protected]> Subject: [Edu-sig] pandas outside of data science (exhibit) I just got Reuven M. Lerner's Bamboo Weekly (I'm a subscriber) which asks w= hat I use Python for and talks (succinctly) about pandas. This specimen is interesting I think... https://nbviewer.org/github/4dsolutions/School_of_Tomorrow/blob/master/Sync= hronizing_on_S.ipynb<https://urldefense.com/v3/__https:/nbviewer.org/github= /4dsolutions/School_of_Tomorrow/blob/master/Synchronizing_on_S.ipynb__;!!DZ= 3fjg!-IuiqqSuNgRQJKOA1174EX9NGRvZBkZ_ITrF91A8m9G82d3yooix4MEWwHZIGPvqVWME_z= yakTI-0z6zBgoeFCU$> ... because I'm using pandas for tabular data in the context of a math-geom= etry page, nothing much to do with data science per se. Moral: We don't have to typecast pandas as purely for data scientists, bec= ause every discipline, just about, has tabular data. I also showcase using sympy in tandem with pandas. Kirby --_000_DM6PR11MB2634994CEDFB03AD674F1A518A5DADM6PR11MB2634namp_ Content-Type: text/html; charset="Windows-1252" Content-Transfer-Encoding: quoted-printable <html xmlns:o=3D"urn:schemas-microsoft-com:office:office" xmlns:w=3D"urn:sc= hemas-microsoft-com:office:word" xmlns:m=3D"http://schemas.microsoft.com/of= fice/2004/12/omml" xmlns=3D"http://www.w3.org/TR/REC-html40"> <head> <meta http-equiv=3D"Content-Type" content=3D"text/html; charset=3DWindows-1= 252"> <meta name=3D"Generator" content=3D"Microsoft Word 15 (filtered medium)"> <style><!-- /* Font Definitions */ @font-face {font-family:"Cambria Math"; panose-1:2 4 5 3 5 4 6 3 2 4;} @font-face {font-family:"Yu Gothic"; panose-1:2 11 4 0 0 0 0 0 0 0;} @font-face {font-family:Calibri; panose-1:2 15 5 2 2 2 4 3 2 4;} @font-face {font-family:Verdana; panose-1:2 11 6 4 3 5 4 4 2 4;} @font-face {font-family:"\@Yu Gothic"; panose-1:2 11 4 0 0 0 0 0 0 0;} /* Style Definitions */ p.MsoNormal, li.MsoNormal, div.MsoNormal {margin:0in; font-size:10.0pt; font-family:"Calibri",sans-serif;} a:link, span.MsoHyperlink {mso-style-priority:99; color:blue; text-decoration:underline;} span.EmailStyle18 {mso-style-type:personal-reply; font-family:"Calibri",sans-serif; color:windowtext;} .MsoChpDefault {mso-style-type:export-only; font-size:10.0pt; mso-ligatures:none;} @page WordSection1 {size:8.5in 11.0in; margin:1.0in 1.0in 1.0in 1.0in;} div.WordSection1 {page:WordSection1;} --></style> </head> <body lang=3D"EN-US" link=3D"blue" vlink=3D"purple" style=3D"word-wrap:brea= k-word"> <div class=3D"WordSection1"> <p class=3D"MsoNormal"><span style=3D"font-size:11.0pt">I also like to show= case pandas and sql in the context of pure textual data. I use a spreadshee= t that=92s an archival finding aid and there=92s no actual numerical data i= n it, but the aggregation and other exploratory queries are nice.<o:p></o:p></span></p> <p class=3D"MsoNormal"><span style=3D"font-size:11.0pt"><o:p> </o:p></= span></p> <p class=3D"MsoNormal"><span style=3D"font-size:11.0pt">That said, I=92ve d= one the same lesson in dplyr, and as much as I hate R, I keep wanting to go= back to it every time I have to use pandas. <o:p></o:p></span></p> <p class=3D"MsoNormal"><span style=3D"font-size:11.0pt"><o:p> </o:p></= span></p> <p class=3D"MsoNormal"><span style=3D"font-size:11.0pt">Elizabeth<o:p></o:p= ></span></p> <p class=3D"MsoNormal"><span style=3D"font-size:11.0pt"><o:p> </o:p></= span></p> <div id=3D"mail-editor-reference-message-container"> <div> <div style=3D"border:none;border-top:solid #B5C4DF 1.0pt;padding:3.0pt 0in = 0in 0in"> <p class=3D"MsoNormal" style=3D"margin-bottom:12.0pt"><b><span style=3D"fon= t-size:12.0pt;color:black">From: </span></b><span style=3D"font-size:12.0pt;color:black">kirby urner <kir= [email protected]><br> <b>Date: </b>Tuesday, June 20, 2023 at 2:03 PM<br> <b>To: </b>[email protected] <[email protected]><br> <b>Subject: </b>[Edu-sig] pandas outside of data science (exhibit)<o:p></o:= p></span></p> </div> <div> <div> <p class=3D"MsoNormal"><span style=3D"font-size:12.0pt;font-family:"Ve= rdana",sans-serif"><o:p> </o:p></span></p> </div> <div> <p class=3D"MsoNormal"><span style=3D"font-size:12.0pt;font-family:"Ve= rdana",sans-serif">I just got Reuven M. Lerner's Bamboo Weekly (I'm a = subscriber) which asks what I use Python for and talks (succinctly) about p= andas.<o:p></o:p></span></p> </div> <div> <p class=3D"MsoNormal"><span style=3D"font-size:12.0pt;font-family:"Ve= rdana",sans-serif"><o:p> </o:p></span></p> </div> <div> <p class=3D"MsoNormal"><span style=3D"font-size:12.0pt;font-family:"Ve= rdana",sans-serif">This specimen is interesting I think...<o:p></o:p><= /span></p> </div> <div> <p class=3D"MsoNormal"><span style=3D"font-size:12.0pt;font-family:"Ve= rdana",sans-serif"><o:p> </o:p></span></p> </div> <div> <p class=3D"MsoNormal"><span style=3D"font-size:12.0pt;font-family:"Ve= rdana",sans-serif"><a href=3D"https://urldefense.com/v3/__https:/nbvie= wer.org/github/4dsolutions/School_of_Tomorrow/blob/master/Synchronizing_on_= S.ipynb__;!!DZ3fjg!-IuiqqSuNgRQJKOA1174EX9NGRvZBkZ_ITrF91A8m9G82d3yooix4MEW= wHZIGPvqVWME_zyakTI-0z6zBgoeFCU$">https://nbviewer.org/github/4dsolutions/S= chool_of_Tomorrow/blob/master/Synchronizing_on_S.ipynb</a><o:p></o:p></span= ></p> </div> <div> <p class=3D"MsoNormal"><span style=3D"font-size:12.0pt;font-family:"Ve= rdana",sans-serif"><o:p> </o:p></span></p> </div> <div> <p class=3D"MsoNormal"><span style=3D"font-size:12.0pt;font-family:"Ve= rdana",sans-serif">... because I'm using pandas for tabular data in th= e context of a math-geometry page, nothing much to do with data science per= se. <o:p></o:p></span></p> </div> <div> <p class=3D"MsoNormal"><span style=3D"font-size:12.0pt;font-family:"Ve= rdana",sans-serif"><o:p> </o:p></span></p> </div> <div> <p class=3D"MsoNormal"><span style=3D"font-size:12.0pt;font-family:"Ve= rdana",sans-serif">Moral: We don't have to typecast pandas as pu= rely for data scientists, because every discipline, just about, has tabular= data.<o:p></o:p></span></p> </div> <div> <p class=3D"MsoNormal"><span style=3D"font-size:12.0pt;font-family:"Ve= rdana",sans-serif"><o:p> </o:p></span></p> </div> <div> <p class=3D"MsoNormal"><span style=3D"font-size:12.0pt;font-family:"Ve= rdana",sans-serif">I also showcase using sympy in tandem with pandas. <o:p></o:p></span></p> </div> <div> <p class=3D"MsoNormal"><span style=3D"font-size:12.0pt;font-family:"Ve= rdana",sans-serif"><o:p> </o:p></span></p> </div> <div> <p class=3D"MsoNormal"><span style=3D"font-size:12.0pt;font-family:"Ve= rdana",sans-serif">Kirby<o:p></o:p></span></p> </div> <div> <p class=3D"MsoNormal"><span style=3D"font-size:12.0pt;font-family:"Ve= rdana",sans-serif"><o:p> </o:p></span></p> </div> </div> </div> </div> </div> </body> </html> --_000_DM6PR11MB2634994CEDFB03AD674F1A518A5DADM6PR11MB2634namp_-- --===============2083269010979246918== Content-Type: text/plain; charset="us-ascii" MIME-Version: 1.0 Content-Transfer-Encoding: 7bit Content-Disposition: inline _______________________________________________ Edu-sig mailing list -- [email protected] To unsubscribe send an email to [email protected] https://mail.python.org/mailman3/lists/edu-sig.python.org/ Member address: [email protected] --===============2083269010979246918==--