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36 changes: 36 additions & 0 deletions MachineLearning Projects/Food-Data-Analysis/README.md
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# Food-Data-Analysis

This is an EDA(Exploratory Data Analysis) project report of Indian food dishes.
This project extensively utilizes classifciation along with data visualization using matplotlib to classify different Indian origin delicacies based on their taste,
state wise consumption, veg/non-veg and it's spicyness.

Here are some of the results that we were able to derive based on our analysis.

1) Coursewise distribution

![image](https://user-images.githubusercontent.com/88388487/197797283-28112f8e-ffeb-4cec-b561-b4fd789b935f.png)



2) Flavourwise distribution

![image](https://user-images.githubusercontent.com/88388487/197797540-f9cb234d-5e6a-458a-bc59-bf1cd06c4b3a.png)



3) Dietwise distribution

![image](https://user-images.githubusercontent.com/88388487/197797758-1b5bdb8a-219f-4aa7-820b-ac38b3bf7f4c.png)



4) Statewise distribution

![image](https://user-images.githubusercontent.com/88388487/197797979-a3565d3a-6ab6-45fc-bea2-4347e69360bc.png)



5) Region wise distribution

![image](https://user-images.githubusercontent.com/88388487/197798161-a37c2ee2-aed6-4974-ab07-c8749f41d062.png)

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