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Data Science help functions

Project description

data-science

A set of useful functions for day-to-day python datascience project.

Description

A few modules who work together to automatize some routine meet each day on a jr_data_science project.

  1. decouverte.py :

Some functions to find informations around the files you are given. You would find here some functions about paths, cleaning paths, and header extracts.

  1. extra_pandas.py :

Never dreamed of a panda function able to convert anykind of time-encoded column ? Well, I didn't do it :-/ but I collected a rather long list of type of string I found on my way, and put it on one bigger-and-bigger convert-date columns ;)

  1. useful_functions.py:

How to get all the csvs under a dir ? How to compile a multi-worksheet excel file into one big csv ? Here you have some tool to do so !

import pandas as pd import os from collections import Counter import numpy as np;

import seaborn as sns; import matplotlib.dates as mdates import random from functools import reduce

np.random.seed(0) sns.set() %matplotlib inline sns.set_style("white") sns.set_palette("husl")

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Files for jr-data-science, version 0.1.31
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