/nyc-metro-forecasting

Exploratory Data Analysis and Forecasting of the NYC Metro Dataset

Primary LanguageJupyter Notebook

NYC Metro Dataset

Exploratory Data Analysis and Forecasting of the NYC Metro Dataset

Notebooks

Exploratory Data Analysis

Forecasting

Download Dataset

You can download the dataset from the following link:

https://drive.google.com/file/d/1CuE9I4x0_Agm2BMkWfnSSbiGm0-pTDuc/view?usp=sharing

After downloading the dataset, you must unzip it and move all the csv files to the dataset folder. After that, you will have the files organized in the following way:

nyc-metro-forecasting/
    dataset/
        2010.csv
        2011.csv
        2012.csv
        2013.csv
        2014.csv
        2015.csv
        2016.csv
        2017.csv
    ...

Installing Requirements

Activate your virtual environment and install the requirements by running the following commands:

pip install -U pip wheel setuptools
pip install -r requirements.txt

Web APP

I've created a simple web app to visualize and forecast the NYC Metro dataset. You can access it by locally running the following command:

streamlit run app/run.py

or you can access the online version by clicking in the link below. But bear in mind that the online version may take a while to train the models.

https://nycapp01a.herokuapp.com/