Python code cleanup and optimization

I need an experienced python coder to review and cleanup a script.

The script runs and does exactly what it is supposed to do BUT it takes a lot of my server cpu and is causing problems.

The script also takes a long time to run. It is run as a cron on a shared virtual linux server.

The purpose of the script is to determine the pearson correlation and granger causality between multiple variables.

The script references a large table (13 mb) so if you are interested I will send you just the script so you can take a look at it and see if you can:

1) understand the code

2) identify some ways to make it run faster and (most importantly) run more efficiently (less pull on the server resources).

In order to bid on this you will need to understand python coding for Pearson correlations and Granger causality. There are several example codes and resources online.

Taidot: Python, Linux, PHP, Data Analysis

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Tietoa työnantajasta:
( 41 arvostelua ) aldie, United States

Projektin tunnus: #32249530

Myönnetty käyttäjälle:


Hello, I'm an experienced Python developer. I can help in optimizing your code to run with less resources requirements.

$50 USD 1 päivässä
(5 Arvostelua)

5 freelanceria on tarjonnut keskimäärin $54 tähän työhön


EXPERT IN PYTHON Hello there, I can help you in python projects, numpy, scikit-learn, pandas, matplotlib, analysis of data, Data visualization, correlation and regression, machine learning, python script, and related f Lisää

$80 USD 2 päivässä
(9 arvostelua)

Hello It’s a pleasure to meet you.I read about your project and I am very keen to deep dive in the field of Code refactoring. I am very enthusiastic to start working on this project. I will be using design patterns t Lisää

$30 USD 5 päivässä
(0 arvostelua)

Hi, I am a Python expert and can do this job quickly. There is no fee for discussing anything, just give me a buzz on Chat. Thanks

$40 USD 7 päivässä
(0 arvostelua)

I'm studying computer engineering. I've done this kind of projects many times. The procedures you have described are not difficult for me. I want to work with you. Kind regards.

$70 USD 5 päivässä
(0 arvostelua)