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pandas

Subtract two columns in dataframe

Given the following dataframe: It comes down to a simple broadcasting operation:

Categories Python Tags dataframe, pandas, python

How to save a Seaborn plot into a file

I tried the following code (test_seaborn.py): But I get this error: I expect the final output.png will exist and look like this: How can I resolve the problem?

Categories Python Tags matplotlib, pandas, python, seaborn

Python Pandas ValueError Arrays Must be All Same Length

Iterates over a big list of .mp3 links to get the metadata tags and save it to an Excel file. Results in this error. I appreciate any help. Thanks.

Categories Python Tags pandas, python

Insert a row to pandas dataframe

I have a dataframe: and I need to add a first row [2, 3, 4] to get: I’ve tried append() and concat() functions but can’t find the right way how to do that. How to add/insert series to dataframe?

Categories Python Tags dataframe, insert, pandas, python

ValueError: Expected object or value when reading json as pandas dataframe

Sample data: I tried: getting error ValueError: Expected object or value also error: json.decoder.JSONDecodeError: Extra data: line 2 column 1 (char 509) error: json.decoder.JSONDecodeError: Extra data: line 1 column 577 (char 576) How to read this json into pandas

Categories Python Tags json, pandas, python

AttributeError: Can only use .str accessor with string values, which use np.object_ dtype in pandas

As the error states, you can only use .str with string columns, and you have a float64. There won’t be any commas in a float, so what you have won’t really do anything, but in general, you could cast it first: For example:

Categories Python Tags pandas, python

Solution for SpecificationError: nested renamer is not supported while agg() along with groupby()

change to reason: in new pandas version named aggregation is the recommended replacement for the deprecated “dict-of-dicts” approach to naming the output of column-specific aggregations (Deprecate groupby.agg() with a dictionary when renaming). source: https://pandas.pydata.org/pandas-docs/stable/whatsnew/v0.25.0.html

Categories Python Tags aggregate, pandas, python

Pandas OR statement ending in series contains

use Pandas crosstab: the result is same as:

Categories Python Tags pandas, python

Pandas – How to flatten a hierarchical index in columns

I think the easiest way to do this would be to set the columns to the top level: Note: if the to level has a name you can also access it by this, rather than 0. . If you want to combine/join your MultiIndex into one Index (assuming you have just string entries in your columns) you could: … Read more

Categories Python Tags dataframe, pandas, python

Data type conversion error: ValueError: Cannot convert non-finite values (NA or inf) to integer

If your DF is big, you’re probably not seeing the missing numbers. But you can use the fillna function to help

Categories Python Tags dataframe, pandas, python
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