Moyocoyani Molina-Espíritu moyocoyani

A chemist that became a data scientist.

moyocoyani / style_matplotlib_01.py

Last active February 7, 2021 12:05

How to change the default stylesheet in matplotlib

	import matplotlib.pyplot as plt
	style_list = ['default', 'classic'] +
	sorted(style for style in plt.style.available if style != 'classic')
	plt.style.use(style_list[2])

moyocoyani / style_matplotlib_02.py

Created December 3, 2020 11:45

Configuration of axis lines and grids for matplotlib

	import matplotlib as mpl

	#Remove all axis
	mpl.rcParams["axes.spines.bottom"] = True
	mpl.rcParams["axes.spines.left"] = False
	mpl.rcParams["axes.spines.right"] = False
	mpl.rcParams["axes.spines.top"] = False

	#Grid format
	mpl.rcParams["axes.grid"] = True

moyocoyani / style_matplotlib_03.py

Last active December 6, 2020 18:02

	#Data to plot:
	x=np.linspace(1,12,12)
	y=[341,657,424,363,123,544,176,566,737,861,651,719]

	#Canvas
	fig,ax = plt.subplots(1,1,figsize=(13,7.5),dpi=100)

	#Chart
	ax.plot(x,y)

moyocoyani / style_matplotlib_04.py

Created December 3, 2020 23:47

formating the text elements

	#Text elements---------------------------------------------
	#Title format
	mpl.rcParams["figure.titlesize"] = 22
	mpl.rcParams["figure.titleweight"] = "regular"

	#Subtitle format
	mpl.rcParams["axes.titlesize"] = 18
	mpl.rcParams["axes.titlelocation"]="left"
	mpl.rcParams['axes.titleweight'] = "regular"
	mpl.rcParams['axes.titlecolor']= '#7F7F7F'

moyocoyani / style_matplotlib_05.py

Created December 3, 2020 23:49

	#Canvas
	fig,ax = plt.subplots(1,1,figsize=(13,7.5),dpi=100)

	#Chart
	ax.plot(x,y)

	#Attributes axesax.set_xlabel("Months")
	ax.set_ylabel("Random variable")
	ax.spines['bottom'].set_linestyle("--")
	ax.spines['bottom'].set_linewidth(1)

moyocoyani / style_matplotlib_06.py

Created December 3, 2020 23:53

	#Canvas
	fig,ax = plt.subplots(1,1,figsize=(13,7.5),dpi=100)

	#Chart
	ax.plot(x,y)

	#Axttributes axes
	ax.set_xlabel("Months",
	ha="left",
	size=16)

moyocoyani / style_matplotlib_07.py

Created December 4, 2020 00:00

	#Color for charts elements---------------------------------
	#Background color
	mpl.rcParams["figure.facecolor"] = palette["background"]
	mpl.rcParams["axes.facecolor"] = palette["background"]
	mpl.rcParams["savefig.facecolor"] = palette["background"]
	mpl.rcParams['axes.labelcolor']= palette["text_color"]

moyocoyani / style_matplotlib_08.py

Created December 4, 2020 00:04

	#Canvas
	fig,ax = plt.subplots(1,1,figsize=(13,7.5),dpi=100)

	#Chart
	ax.plot(x,y)

	#Attributes axes
	ax.set_xlabel("Months",
	ha="left",
	size=16)

moyocoyani / style_matplotlib_09.py

Last active January 13, 2023 16:37

	#Canvas
	fig,ax = plt.subplots(1,1,figsize=(13,7.5),dpi=100)

	#Chart
	ax.plot(x,y,color=palette["primary_chart"],
	zorder=2)
	ax.scatter(x,y,color=palette["background"],
	edgecolor=palette["primary"],
	s=90,
	zorder=3)

moyocoyani / style_matplotlib_10.py

Last active December 4, 2020 00:32

	import pandas as pd

	#Dataset
	cats=["cats","dogs","hamster"]
	votes=[134,125,77]
	df = pd.DataFrame({'categories':cats,
	'votes': votes})

	#Plot----------------------------------
	#Canvas