[Tutor] Creating a DataFrame from excel file

Naren naren_sap at yahoo.com
Fri Feb 9 12:22:55 EST 2018


Creating a data frame from excel. 

pd.read_csv(path, index_col=0,parse_dates=True).

example:

df = pd.read_csv('small_data/fha_by_tract.csv', names=names)
df.head()

Best Regards - Naren


> On Feb 9, 2018, at 9:00 AM, tutor-request at python.org wrote:
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> Today's Topics:
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>   1. Creating a DataFrame from excel file (Charlotte Hoff Sonne)
>   2. Re: Creating a DataFrame from excel file (Mark Lawrence)
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> From: Charlotte Hoff Sonne <charlotte.sonne at hotmail.com>
> Subject: [Tutor] Creating a DataFrame from excel file
> Date: February 8, 2018 at 1:23:09 PM PST
> To: "tutor at python.org" <tutor at python.org>
> 
> 
> I wish to create a very large data frame with pandas. So far, I have learned how to create data frames by manually entering the values I want in my data frame. However, now I have a large dataset from excel that I want to get imported as a data frame in jupyter notebook. Initially i wrote the following code:
> 
> pd.read_excel(“…”)
> 
> But this is not a data frame, is it? Can I convert my excel file to a data frame?
> 
> 
> From: Mark Lawrence <breamoreboy at gmail.com>
> Subject: Re: [Tutor] Creating a DataFrame from excel file
> Date: February 9, 2018 at 8:35:15 AM PST
> To: tutor at python.org
> 
> 
> On 08/02/18 21:23, Charlotte Hoff Sonne wrote:
>> I wish to create a very large data frame with pandas. So far, I have learned how to create data frames by manually entering the values I want in my data frame. However, now I have a large dataset from excel that I want to get imported as a data frame in jupyter notebook. Initially i wrote the following code:
>> pd.read_excel(“…”)
>> But this is not a data frame, is it? Can I convert my excel file to a data frame?
> 
> https://pandas.pydata.org/pandas-docs/stable/generated/pandas.read_excel.html states quite clearly "Read an Excel table into a pandas DataFrame" so you just have to assign the return value from the call to a variable.
> 
> -- 
> My fellow Pythonistas, ask not what our language can do for you, ask
> what you can do for our language.
> 
> Mark Lawrence
> 
> 
> 
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