/Data-Visualization-Documentation

Dokumentasi Pembelajaran Visualisasi Data dengan Matplotlib, Seaborn, dll.

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DATA VISUALIZATION DOCUMENTATION

Dokumentasi Pembelajaran Visualisasi Data dengan Matplotlib, Seaborn, dll.

Notebook 1D - Matplotlib Introduction

Content:

  1. Membuat Line Chart Trend Pertumbuhan GMV
  2. Fungsi .plot() pada pandas Dataframe

Notebook 2D - Kustomisasi Grafik

Content:

  1. Anatomi dari Figure
  2. Mengubah Figure Size
  3. Menambahkan Title and Axis Labels
  4. Kustomisasi Title and Axis Labels
  5. Kustomisasi Line dan Point
  6. Kustomisasi Grid
  7. Kustomisasi Axis Ticks
  8. Menentukan Batas Minimum dan Maksimum Axis Ticks
  9. Menyimpan Hasil Plot Menjadi File Image
  10. Pengaturan Parameter untuk Menyimpan Gambar
  11. Studi Kasus: Daily number of customers on Desember

Notebook 3D - Multi Line Chart

Content:

  1. Membuat Multi-Line Chart
  2. Kustomisasi Legend
  3. Kustomisasi Colormap
  4. Membuat Line Chart GMV Breakdown by Top Provinces
  5. Membuat Anotasi

Notebook 4D - Pie Chart, Bar Chart, & Stacked Chart

Content:

  1. Membuat Pie Chart
  2. Membuat Bar Chart
  3. Membuat Multi-Bar Chart
  4. Membuat Stacked Chart
  5. Membuat Anotasi

Notebook 5D - Histogram & Scatter Plot

Content:

  1. Membuat Histogram
  2. Membuat Scatterplot

Notebook 6D - Introduction to Matplotlib and Line Plots

Content:

  1. Exploring Datasets with pandas
  2. Matplotlib.Pyplot
  3. Plotting in pandas
  4. Line Pots (Series/Dataframe)

Notebook 7D - Area Plots, Histograms, and Bar Plots

Content:

  1. Area Plots
  2. Histograms
  3. Bar Charts (Dataframe)

Notebook 8D - Pie Charts, Box Plots, Scatter Plots, and Bubble Plots

Content:

  1. Pie Charts
  2. Box Plots
  3. Subplots
  4. Scatter Plots
  5. Bubble Plots

Notebook 9D - Waffle Charts, Word Clouds, and Regression Plots

Content:

  1. Waffle Charts
  2. Word Clouds
  3. Regression Plots

Notebook 10D - Generating Maps with Python

Content:

  1. Introduction Folium
  2. Map Style in Folium
  3. Maps with Markers
  4. Choropleth Maps

Creating Dashboard with Plotly and Dash

Notebook 11D - Basic Plotly Charts

Content:

  1. Scatter Plot
  2. Line Plot
  3. Bar Chart
  4. Bubble Chart
  5. Histogram
  6. Pie Chart
  7. Sunburst Charts

Python File 1D - Dash_Basics

Python File 2D - Dash_Interactivity

Python File 3D - Dash_Layout

Python File 4D - Dash_Auto: Practice Exercise

Python File 5D - Flight Details

Data Visualization Project

Data Visualization Project 1

Data Visualization Project 2