Programming for Data Science Nanodegree Subproject

The repository contains the project information of the python project from Udacity Nanodegree Programming for Data Science with Python.

Project - Explore US Bikeshare Data

The goal of the project is to investivate Bike Share Data provided by Motivate. For simplicity, we will only explore data for the first six months of 2017 from the following cities:

• Chicago
• New York City
• Washington, DC

The project implements an interactive script in python that allows users to filter and explore raw data and to generate some descriptive statistics. The project helps participants to learn and apply python (together with numpy and pandas) to solve real world data analysis problems. This project is finished on Aug 14th, 2020.

Requirements

The project uses the following programming language and packages:

• Python 3.6
• Numpy 1.19.1
• Pandas 1.1.0

Data and Files used

The original data is provided by Motivate. Some preprocessing and data wrangling is performed by the Udacity Course - Programming for Data Science with Python Nanodegree Program. The course provides the following data files in .csv format:

• chicago.csv
• new_york_city.csv
• washington.csv

Credits

• A very good tutorial on Pandas DataFrame and Series.