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Showing posts with the label Pandas

Pandas Calculate Cagr With Slicing (missing Values)

As a follow-up to this question, I'd like to calculate the CAGR from a pandas data frame such … Read more Pandas Calculate Cagr With Slicing (missing Values)

Pandas | Merge Rows With Same Id

Here is the example data set id firstname lastname email update date … Read more Pandas | Merge Rows With Same Id

Assigning Variables To Dataframes Dynamically - Error

I am attempting to loop through a list of states to assign relevant variable names to dataframes of… Read more Assigning Variables To Dataframes Dynamically - Error

How To Apply Lambda Function To Timestamp Column In Pandas Dataframe

I have dataframe with a timestamp column and iam using lambda function to that column. When i am do… Read more How To Apply Lambda Function To Timestamp Column In Pandas Dataframe

Saving A Pandas Dataframe To Separate Jsons Without Nans

I have a dataframe with some NaN values. Here is a sample dataframe: sample_df = pd.DataFrame([[1,… Read more Saving A Pandas Dataframe To Separate Jsons Without Nans

How To Cross Checking 2 Pandas Dataframes File And Use 1 Dataframe's Value As A Variable?

I have 2 pandas dataframes: modal2: Mode month1 month2 month3 month4 month5 month6 month7 … Read more How To Cross Checking 2 Pandas Dataframes File And Use 1 Dataframe's Value As A Variable?

Pandas Group By Remove Outliers

I want to remove outliers based on percentile 99 values by group wise. import pandas as pd df = … Read more Pandas Group By Remove Outliers

Conversion Between Json And Dataframe Using Python

I have the following code: responsedata = requests.get(url, data=data, headers=hed, verify=False) s… Read more Conversion Between Json And Dataframe Using Python

Pandas Python: Keyerror Date

I am import into python where it will automatically create a date time object. However I want the f… Read more Pandas Python: Keyerror Date

Flatten Json List To Nested Structure

I have a list of flatten json objects. I want to parse and form a nested json structure. Below is t… Read more Flatten Json List To Nested Structure

Calculate A Value In A Row Based On Before And After Rows In Pandas

I have the following dataframe: p l w s_w v 1 1 1 1 2 1 1 2 1 2 1 1 3 0 5 1 1 4 1 … Read more Calculate A Value In A Row Based On Before And After Rows In Pandas

Is It Possible To Use Dictvectorizer On Chunked Data?

I am trying to import chunked data using python pandas csv reader,to overcome memory error, and use… Read more Is It Possible To Use Dictvectorizer On Chunked Data?

Why Does `false In Pandas.series([true,true])` Return True?

False in [True,True] False in pd.Series([True,True]) the first line of code returns False the sec… Read more Why Does `false In Pandas.series([true,true])` Return True?

Average Over A Specific Time Period

I have a quite huge table in python from a .h5 file The start of the table looks somewhat like this… Read more Average Over A Specific Time Period

Map Two Data Frames To Create A Dictionary With Multiple Values For A Key - Pandas

I want to create a dictionary that will have multiple values for a key. I have the following DataF… Read more Map Two Data Frames To Create A Dictionary With Multiple Values For A Key - Pandas

How To Group By Multiple Columns

I want to group by my dataframe by different columns based on UserId,Date,category (frequency of us… Read more How To Group By Multiple Columns

How To Recover Original Indices For A Flattened Numpy Array?

I've got a multidimensional numpy array that I'm trying to stick into a pandas data frame. … Read more How To Recover Original Indices For A Flattened Numpy Array?

Pandas - Vlookup - Duplicate Values In Search Column

I am trying to mimic a v lookup (excel function) in Pandas ( using test data sets the merge functio… Read more Pandas - Vlookup - Duplicate Values In Search Column

Py Pandas .format(dataframe)

As Python newbie I recently discovered that with Py 2.7 I can do something like: print '{:20,.2… Read more Py Pandas .format(dataframe)

Replace Values Within A Groupby Based On Multiple Conditions

My question is related to this one but I'm still not seeing how I can apply the answer to my pr… Read more Replace Values Within A Groupby Based On Multiple Conditions