Notebooks Plotting

_simple.py

from matplotlib import pyplot as plt
import matplotlib.patheffects as pe
import matplotlib.ticker as mtick
import matplotlib.style as style
import seaborn as sns

%matplotlib inline
%config InlineBackend.figure_format = 'svg'
style.use(['seaborn-whitegrid', 'seaborn-notebook', 'seaborn-colorblind'])
plt.rcParams['legend.handlelength'] =  1.0
plt.rcParams['axes.spines.left'] = True
plt.rcParams['axes.spines.bottom'] = True
plt.rcParams['axes.spines.top'] = False
plt.rcParams['axes.spines.right'] = False
plt.rcParams["lines.linewidth"] =   1.5
plt.rcParams["axes.facecolor"] =    "#FDFEFF"
plt.rcParams["savefig.facecolor"] = "#FDFEFF"
plt.rcParams["axes.edgecolor"] =    "#828C95"
plt.rcParams["xtick.color"] =       "#828C95"
plt.rcParams["ytick.color"] =       "#828C95"
plt.rcParams["xtick.direction"] =   "out"
plt.rcParams["ytick.direction"] =   "out"
plt.rcParams["xtick.labelsize"] =   "small"
plt.rcParams["ytick.labelsize"] =   "small"
plt.rcParams["xtick.major.size"] =  6
plt.rcParams["xtick.minor.size"] =  3
plt.rcParams["ytick.major.size"] =  6
plt.rcParams["ytick.minor.size"] =  3
plt.rcParams["xtick.major.width"] = 0.5
plt.rcParams["xtick.minor.width"] = 0.5
plt.rcParams["ytick.major.width"] = 0.5
plt.rcParams["ytick.minor.width"] = 0.5
plt.rcParams["grid.color"] =        "#F4F4F4"
plt.rcParams["grid.linestyle"] =    "-"

_utils

import re
def pct_format(v, *args):
    expr = r"""
        (?<!^)  # Not start of string
        (
            \.?   # Capture decimal if only followed by zeros
            0{2,} # Capture extra zeros
        )
        (?=%)  # Must be before the percent sign
    """
    return re.sub(expr, "", "{:.5%}".format(v), count=1, flags=re.VERBOSE)


stroke_effect = [
    pe.Stroke(linewidth=4, foreground='w'),
    pe.Normal(),
]
text_effect = [
    pe.Stroke(linewidth=1.5, foreground='w'),
    pe.Normal(),
]

PURPLE = '#DA70D6'

advanced.py

from matplotlib import pyplot as plt
import seaborn as sns
%matplotlib inline
%config InlineBackend.figure_format = 'retina'
plt.rcParams['figure.figsize'] = (16, 9)

import matplotlib.style as style
# style.use(['seaborn-whitegrid', 'seaborn-notebook', 'seaborn-colorblind'])
# style.use(['seaborn-whitegrid', 'seaborn-paper', 'seaborn-colorblind'])
# style.use(['seaborn-whitegrid', 'seaborn-presentation', 'seaborn-colorblind'])
style.use(['seaborn-whitegrid', 'seaborn-talk', 'seaborn-colorblind'])

# Make your plots more readable
plt.rcParams['lines.linewidth'] = 2.5

# Remove the edges from your graph
def hide_spines():
  plt.rcParams['axes.spines.left'] =   False
  plt.rcParams['axes.spines.bottom'] = False
  plt.rcParams['axes.spines.top'] =    False
  plt.rcParams['axes.spines.right'] =  False

def show_spines():
  plt.rcParams['axes.spines.left'] =   True
  plt.rcParams['axes.spines.bottom'] = True
  plt.rcParams['axes.spines.top'] =    True
  plt.rcParams['axes.spines.right'] =  True
  
# Bump the font sizes on your labels
plt.rcParams['xtick.labelsize'] = 14
plt.rcParams['ytick.labelsize'] = 14

import matplotlib.patheffects as pe
import matplotlib.ticker as mtick