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disasterresponsepipeline's Introduction

Disaster Response Pipeline Project

The project provides a real-time classification of the incoming messages abou disaster report. It takes a message and will return results for all 36 classifications.

Instructions:

  1. Run the following commands in the project's root directory to set up your database and model.

    • To run ETL pipeline that cleans data and stores in database python data/process_data.py data/disaster_messages.csv data/disaster_categories.csv data/DisasterResponse.db
    • To run ML pipeline that trains classifier and saves python models/train_classifier.py data/DisasterResponse.db models/classifier.pkl
  2. Go to app directory: cd app

  3. Run your web app: python run.py

  4. Click the PREVIEW button to open the homepage

File structure

- app
| - template
| |- master.html  # main page of web app
| |- go.html  # classification result page of web app
|- run.py  # Flask file that runs app

- data
|- disaster_categories.csv  # data to process 
|- disaster_messages.csv  # data to process
|- process_data.py
|- DisasterResponse.db   # database to save clean data to

- models
|- train_classifier.py
|- classifier.pkl  # saved model 

- README.md

disasterresponsepipeline's People

Watchers

Ashley (Qingyang) Zhang avatar

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