matplotlib example jupyter default (snippet)

Python matplotlib example 'jupyter default'

Functions in program:

def savefig(name, path='../../results/figures'):

Modules used in program:

import seaborn as sns
import matplotlib.colors
import matplotlib.pyplot as plt
import json
import glob
import time
import datetime
import re
import sys
import os
import numpy as np
import pandas as pd

python jupyter default

Python matplotlib example: jupyter default

import pandas as pd
import numpy as np
import os
import sys
import re
import datetime
import time
import glob
import json
from tqdm import tqdm, tqdm_notebook
from colorama import Fore, Style

from dotenv import load_dotenv
load_dotenv('../../.env')

%matplotlib inline
import matplotlib.pyplot as plt
import matplotlib.colors
import seaborn as sns

%config InlineBackend.figure_format='retina'
sns.set() # Revert to matplotlib defaults
plt.style.use('ggplot')
# plt.style.use('fivethirtyeight')

plt.rcParams['figure.figsize'] = (12, 8)
plt.rcParams['legend.fancybox'] = True
plt.rcParams['axes.labelpad'] = 20
plt.rcParams['grid.alpha'] = 0.2
plt.rcParams['axes.facecolor'] = 'white'
plt.rcParams['figure.facecolor'] = 'white'
plt.rcParams['savefig.facecolor'] = 'white'
plt.rcParams['xtick.major.pad'] = 15
plt.rcParams['xtick.minor.pad'] = 15
plt.rcParams['ytick.major.pad'] = 10
plt.rcParams['ytick.minor.pad'] = 10

SMALL_SIZE, MEDIUM_SIZE, BIGGER_SIZE = 14, 16, 20
plt.rc('font', size=SMALL_SIZE)
plt.rc('axes', titlesize=SMALL_SIZE)
plt.rc('axes', labelsize=MEDIUM_SIZE)
plt.rc('xtick', labelsize=SMALL_SIZE)
plt.rc('ytick', labelsize=SMALL_SIZE)
plt.rc('legend', fontsize=MEDIUM_SIZE)
plt.rc('axes', titlesize=BIGGER_SIZE)


def savefig(name, path='../../results/figures'):
    f_path = os.path.join(path, f'{name}.png')
    print('Saving figure to file: {}'.format(f_path))
    plt.savefig(f_path, bbox_inches='tight', dpi=300)

%reload_ext autoreload
%autoreload 2

%reload_ext version_information
%version_information pandas, numpy

from IPython.display import HTML
HTML('<style>div.text_cell_render{font-size:130%;padding-top:50px;padding-bottom:50px}</style>')

Python links

Learn Python: https://pythonbasics.org/
Python Tutorial: https://pythonprogramminglanguage.com