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crop-recommendation's Introduction

crop-recommendation

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About Project

Here, I have developed project which predicts which crop is suitable for given soil. I have used following libraries for build it.

  • PySpark
  • Pandas
  • Seaborn
  • Matplotlib

In this repository, there is a notebook in which I have trained a model to predict crop according to given data like

  • Sodium
  • Potassium
  • Phosphorus
  • Temperature
  • Humidity
  • pH
  • Rainfall

It will predict from following types of crops.

  • Chickpea
  • Mungbean
  • Orange
  • Papaya
  • Pigeonpeas
  • Cotton
  • Apple
  • Mango
  • Jute
  • Grapes
  • Maize
  • Pomegranate
  • Mothbeans
  • Banana
  • Coconut
  • Muskmelon
  • Kidneybeans
  • Rice
  • Coffee
  • Blackgram
  • Lentil
  • Watermelon

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