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https://github.com/veb-101/numpy-pandas-matplotlib-tutorial

Tutorial notebooks on numpy, pandas and matplotlib.
https://github.com/veb-101/numpy-pandas-matplotlib-tutorial

matplotlib numpy pandas python-3

Last synced: 4 months ago
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Tutorial notebooks on numpy, pandas and matplotlib.

Host: GitHub
URL: https://github.com/veb-101/numpy-pandas-matplotlib-tutorial
Owner: veb-101
License: unlicense
Created: 2019-12-21T16:56:39.000Z (about 5 years ago)
Default Branch: master
Last Pushed: 2020-05-10T16:06:48.000Z (almost 5 years ago)
Last Synced: 2023-03-05T12:33:16.118Z (almost 2 years ago)
Topics: matplotlib, numpy, pandas, python-3
Language: Jupyter Notebook
Homepage:
Size: 5.25 MB
Stars: 22
Watchers: 2
Forks: 24
Open Issues: 0
Metadata Files:
- Readme: README.md
- License: LICENSE

Awesome Lists containing this project

README

        ### Tutorial notebooks on numpy, pandas and matplolib

[![Binder](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/veb-101/Numpy-Pandas-Matplotlib-Tutorial/master) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/veb-101/Numpy-Pandas-Matplotlib-Tutorial/blob/master/) [![contributions welcome](https://img.shields.io/badge/contributions-welcome-brightgreen.svg?style=flat)](https://github.com/veb-101/Numpy-Pandas-Matplotlib-Tutorial/issues) [![PRs](https://img.shields.io/badge/PRs-welcome-brightgreen.svg)](https://github.com/veb-101/Numpy-Pandas-Matplotlib-Tutorial/pulls)

__________



* Run online using either [binder](https://mybinder.org/v2/gh/veb-101/Numpy-Pandas-Matplotlib-Tutorial/master) or [colab](https://colab.research.google.com/github/veb-101/Numpy-Pandas-Matplotlib-Tutorial/blob/master/).

* To run on your local machine; execute in either CMD or Terminal

```shell

git clone https://github.com/veb-101/Numpy-Pandas-Matplotlib-Tutorial.git

cd Numpy-Pandas-Matplotlib-Tutorial

```

* Then install the required libraries (requires **python3**)

```shell

python -m pip install -r requirements.txt (for windows)

python3 -m pip install -r requirements.txt (for linux)

```

| Sr. No. | Topic      | Notebook                                                                                                                                                                                                    |

| ------- | ---------- | ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |

| 1       | Numpy      | [Numpy notebook](https://nbviewer.jupyter.org/github/veb-101/Numpy-Pandas-Matplotlib-Tutorial/blob/master/numpy/Numpy%20basic%20tutorial.ipynb)                                                             |

|         |            |                                                                                                                                                                                                             |

| 2       | Pandas     | [Getting Started with Pandas](https://nbviewer.jupyter.org/github/veb-101/Numpy-Pandas-Matplotlib-Tutorial/blob/master/pandas/Getting%20started%20with%20pandas.ipynb)                                      |

|         | Pandas     | [Data Loading, Storage, and File Formats](https://nbviewer.jupyter.org/github/veb-101/Numpy-Pandas-Matplotlib-Tutorial/blob/master/pandas/Data%20Loading%2C%20Storage%2C%20and%20File%20Formats.ipynb)      |

|         | Pandas     | [Data Cleaning and Preparation](https://nbviewer.jupyter.org/github/veb-101/Numpy-Pandas-Matplotlib-Tutorial/blob/master/pandas/Data%20Cleaning%20and%20Preparation.ipynb)                                  |

|         | Pandas     | [example test](https://nbviewer.jupyter.org/github/veb-101/Numpy-Pandas-Matplotlib-Tutorial/blob/master/pandas/test.ipynb)                                                                                  |

|         |            |                                                                                                                                                                                                             |

| 3       | Matplotlib | [Part 1: Creating and Customizing Our First Plots](https://nbviewer.jupyter.org/github/veb-101/Numpy-Pandas-Matplotlib-Tutorial/blob/master/matplotlib/Part%2001%20Introduction%20and%20Line%20Plots.ipynb) |

|         | Matplotlib | [Part 2: Bar Charts and Analyzing Data from CSVs](https://nbviewer.jupyter.org/github/veb-101/Numpy-Pandas-Matplotlib-Tutorial/blob/master/matplotlib/Part%2002%20Bar%20Charts.ipynb)                       |

|         | Matplotlib | [Part 3: Pie Charts](https://nbviewer.jupyter.org/github/veb-101/Numpy-Pandas-Matplotlib-Tutorial/blob/master/matplotlib/Part%2003%20Pie%20Charts.ipynb)                                                    |

|         | Matplotlib | [Part 4: Stack Plots](https://nbviewer.jupyter.org/github/veb-101/Numpy-Pandas-Matplotlib-Tutorial/blob/master/matplotlib/Part%2004%20Stack%20Plots.ipynb)                                                  |

|         | Matplotlib | [Part 5: Filling Area on Line Plots](https://nbviewer.jupyter.org/github/veb-101/Numpy-Pandas-Matplotlib-Tutorial/blob/master/matplotlib/Part%2005%20Fill%20Between.ipynb)                                  |

|         | Matplotlib | [Part 6: Histograms](https://nbviewer.jupyter.org/github/veb-101/Numpy-Pandas-Matplotlib-Tutorial/blob/master/matplotlib/Part%2006%20Histograms.ipynb)                                                      |

|         | Matplotlib | [Part 7: Scatter Plots](https://nbviewer.jupyter.org/github/veb-101/Numpy-Pandas-Matplotlib-Tutorial/blob/master/matplotlib/Part%2007%20Scatter%20Plots.ipynb)                                              |

|         | Matplotlib | [Part 8: Plotting Time Series Data](https://nbviewer.jupyter.org/github/veb-101/Numpy-Pandas-Matplotlib-Tutorial/blob/master/matplotlib/Part%2008%20Time%20Series.ipynb)                                    |

|         | Matplotlib | [Part 10: Subplots](https://nbviewer.jupyter.org/github/veb-101/Numpy-Pandas-Matplotlib-Tutorial/blob/master/matplotlib/Part%2010%20Subplots.ipynb)                                                         |

|         | Matplotlib | [Plotting and Visualization](https://nbviewer.jupyter.org/github/veb-101/Numpy-Pandas-Matplotlib-Tutorial/blob/master/matplotlib/Plotting%20and%20Visualization.ipynb)                                      |

|         | Matplotlib | [Word Cloud](https://nbviewer.jupyter.org/github/veb-101/Numpy-Pandas-Matplotlib-Tutorial/blob/master/matplotlib/Word%20Cloud.ipynb)                                                                        |

|         | Matplotlib | [Seaborn Basics](https://nbviewer.jupyter.org/github/veb-101/Numpy-Pandas-Matplotlib-Tutorial/blob/master/matplotlib/matplotlib-seaborn-basic.ipynb)                                                        |

|         | Matplotlib | [Iris - Data Visualization](https://nbviewer.jupyter.org/github/veb-101/Numpy-Pandas-Matplotlib-Tutorial/blob/master/matplotlib/Data-Visualizations.ipynb)                                                  |

|         | Matplotlib | [Pokemon - Data Visualization](https://nbviewer.jupyter.org/github/veb-101/Numpy-Pandas-Matplotlib-Tutorial/blob/master/matplotlib/seaborn_tutorial_EDS.ipynb)                                              |