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pandas

Concat DataFrame Reindexing only valid with uniquely valued Index objects

August 14, 2022 by Magenaut

I am trying to concat the following dataframes:

Categories Python, Q&A Tags numpy, pandas, python Leave a comment

Using numpy.genfromtxt to read a csv file with strings containing commas

August 14, 2022 by Magenaut

I am trying to read in a csv file with numpy.genfromtxt but some of the fields are strings which contain commas. The strings are in quotes, but numpy is not recognizing the quotes as defining a single string. For example, with the data in ‘t.csv’:

Categories Python, Q&A Tags csv, genfromtxt, numpy, pandas, python Leave a comment

Pandas how to use pd.cut()

August 14, 2022 by Magenaut

Here is the snippet:

Categories Python, Q&A Tags pandas, python Leave a comment

How to sort a Pandas DataFrame by index?

August 14, 2022 by Magenaut

When there is an DataFrame like the following:

Categories Python, Q&A Tags pandas, python Leave a comment

How to remove timezone from a Timestamp column in a pandas dataframe

August 14, 2022 by Magenaut

I read Pandas change timezone for forex DataFrame but I’d like to make the time column of my dataframe timezone naive for interoperability with an sqlite3 database.

Categories Python, Q&A Tags dataframe, pandas, python, timestamp-with-timezone, timezone Leave a comment

Why does pandas apply calculate twice

August 14, 2022 by Magenaut

I’m using the apply method on a panda’s DataFrame object. When my DataFrame has a single column, it appears that the applied function is being called twice. The questions are why? And, can I stop that behavior?

Categories Python, Q&A Tags apply, pandas, python Leave a comment

Ignoring NaNs with str.contains

August 14, 2022 by Magenaut

I want to find rows that contain a string, like so:

Categories Python, Q&A Tags pandas, python Leave a comment

forward fill specific columns in pandas dataframe

August 14, 2022 by Magenaut

If I have a dataframe with multiple columns ['x', 'y', 'z'], how do I forward fill only one column 'x'? Or a group of columns ['x','y']?

Categories Python, Q&A Tags pandas, python Leave a comment

How to filter a dataframe of dates by a particular month/day?

August 14, 2022 by Magenaut

So my code is as follows:

Categories Python, Q&A Tags dataframe, pandas, python Leave a comment

Vectorizing Haversine distance calculation in Python

August 14, 2022 by Magenaut

I am trying to calculate a distance matrix for a long list of locations identified by Latitude & Longitude using the Haversine formula that takes two tuples of coordinate pairs to produce the distance:

Categories Python, Q&A Tags numpy, pandas, performance, python, vectorization Leave a comment
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  1. michealSmith07 on Is there a way to dynamically refresh the less command?August 21, 2022

    That is a very nice post. I like this post.

  2. anonymous on Fix libwacom9 dependency issue when upgrade DebianJune 27, 2022

    saved my day!! Thanks for the help…

  3. sreedhar on Fix libwacom9 dependency issue when upgrade DebianMay 10, 2022

    Thanks its working

  4. saintnick on Fix libwacom9 dependency issue when upgrade DebianMay 10, 2022

    remove libwacom2 worked for me as well

  5. ranafoul on Fix libwacom9 dependency issue when upgrade DebianApril 22, 2022

    apt remove libwacom2 helped on kali 2022.01. gr8

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