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Data_Science_Web_App

This is a web based application that uses a data set based on the details of :-

  1. No. of accidents.

  2. Date and Time Specifications.

  3. No. of casualties.

  4. No. of injured pedestrians,cyclists, and motorists.

  5. Location co-ordinates.

and many other useful information about New York City.

The dataset can be found in the given link :-

Data-Set

For making the application web-based following functionalities have been used:-

  1. streamlit.

  2. Pyplot.Express.

The Visualization of the data has been done by the following means :-

  1. Located the spot of accidents using streamlit.map.

  1. Visualized no. of accidents in a given time of day using pydeck.Deck and pydeck.Layer.

  1. Visualized minute-wise breakdown within an hour-duration using numpy.histogram.

  1. Categorised dangerous streets by name on the basis of the affected class (mainly, Pedestrians,Cyclists,and Motorists) using st.selectbox and st.write(data.query()).

  1. Finally, visualized the raw data after cleaning and classifying the columns.

Please don't forget to change the DATA_URL before taking the code for personal use