Audhi Aprilliant audhiaprilliant

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Towards Data Science
Indonesia
https://audhiaprilliant.github.io/

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audhiaprilliant / matplotlib-102-subplot-3.py

Created November 11, 2022 17:02

Matplotlib 102 - Basic Introduction to Multiplot, Subplot and Gridspec

	# ---------- SUBPLOT (2 ROWS, 2 COLUMNS) ----------

	# Create a grid for plots (2 rows & 2 columns)
	fig, ax = plt.subplots(nrows = 2, ncols = 2, figsize = (10, 6))

	# Bar plot - 1
	ax[0, 0].bar(
	x = 'gender',
	height = 'customerID',
	data = df_group_2,

audhiaprilliant / matplotlib-102-subplot-2.py

Created November 11, 2022 17:00

Matplotlib 102 - Basic Introduction to Multiplot, Subplot and Gridspec

	# ---------- SUBPLOT (1 ROWS, 2 COLUMNS) ----------

	# Create a grid for plots (1 rows & 2 columns)
	fig, ((ax1, ax2)) = plt.subplots(nrows = 1, ncols = 2, figsize = (10, 4.8))

	# Bar plot - 1
	ax1.bar(
	x = 'gender',
	height = 'customerID',
	data = df_group_2,

audhiaprilliant / matplotlib-102-subplot-1.py

Last active November 11, 2022 17:01

Matplotlib 102 - Basic Introduction to Multiplot, Subplot and Gridspec

	# ---------- SUBPLOT (1 ROWS, 2 COLUMNS) ----------

	# Create a grid for plots (1 row & 2 columns)
	fig, ax = plt.subplots(nrows = 1, ncols = 2, figsize = (10, 4.8))

	# Bar plot - 1
	ax[0].bar(
	x = 'gender',
	height = 'customerID',
	data = df_group_2,

audhiaprilliant / matplotlib-102-multiplot-2.py

Created November 11, 2022 16:58

Matplotlib 102 - Basic Introduction to Multiplot, Subplot and Gridspec

	# ---------- MULTIPLOT ----------

	# Create a grid for plots
	fig, ax = plt.subplots(figsize = (10, 5))

	# Make another axes object for secondary y-Axis
	ax2 = ax.twinx()

	# Bar plot
	ax.bar(

audhiaprilliant / matplotlib-102-multiplot-1.py

Created November 11, 2022 16:56

Matplotlib 102 - Basic Introduction to Multiplot, Subplot and Gridspec

	# ---------- MULTIPLOT ----------

	# Figure size
	fig = plt.figure(figsize = (10, 4.8))

	# Bar plot
	plt.bar(
	x = 'PaymentMethod',
	height = 'customerID',
	data = df_group_1,

audhiaprilliant / matplotlib-102-dataprep.py

Created November 11, 2022 16:55

Matplotlib 102 - Basic Introduction to Multiplot, Subplot and Gridspec

	# ---------- IMPORT PACKAGES ----------

	# Dataframe manipulation
	import pandas as pd

	# Matrices operation
	import numpy as np

	# Data viz with matplotlib
	import matplotlib

audhiaprilliant / matplotlib-102.ipynb

Last active November 11, 2022 16:51

Matplotlib 102 - Basic Introduction to Multiplot, Subplot and Gridspec

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audhiaprilliant / matplotlib-101-iteration-7.py

Last active November 9, 2022 14:45

Matplotlib 101 - Basic Introduction for Python Beginner

	# ---------- 7th ITERATION - FINAL TOUCH ----------

	# Figure size
	fig = plt.figure(figsize = (10, 4.8))

	# Bar plot
	bar_fig = plt.bar(
	x = 'PaymentMethod',
	height = 'customerID',
	data = df_group_1,

audhiaprilliant / matplotlib-101-iteration-6.py

Last active November 9, 2022 14:44

Matplotlib 101 - Basic Introduction for Python Beginner

	# ---------- 6th ITERATION - ADD ANOTHER DATA LABELS ----------

	# Figure size
	fig = plt.figure(figsize = (10, 4.8))

	# Bar plot
	bar_fig = plt.bar(
	x = 'PaymentMethod',
	height = 'customerID',
	data = df_group_1,

audhiaprilliant / matplotlib-101-iteration-5.py

Last active November 9, 2022 14:43

Matplotlib 101 - Basic Introduction for Python Beginner

	# ---------- 5th ITERATION - ADD HORIZONTAL LINE ----------

	# Figure size
	fig = plt.figure(figsize = (10, 4.8))

	# Bar plot
	bar_fig = plt.bar(
	x = 'PaymentMethod',
	height = 'customerID',
	data = df_group_1,

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