Baselight

Crop Production Data ( Raw + Refined)

The crop production data for prediction based on various factors

@kaggle.kunshbhatia_crop_production_data_raw_refined

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About this Dataset

Crop Production Data ( Raw + Refined)

๐Ÿงบ Crop Production Data (Raw + Refined) ๐ŸŒพ
This dataset contains both raw and refined versions of crop production data across different Indian states, compiled and cleaned for machine learning applications such as crop recommendation, yield forecasting, and agri-insights generation.

๐Ÿ“ Dataset Files
Crop_recommendation.csv
โžค The original dataset with unprocessed fields directly sourced from government data repositories.

crop_Data.xslx.csv
โžค Cleaned and preprocessed version with standardized crop names, formatted dates, and missing values handled โ€” ready for ML tasks.

๐Ÿ“Š Key Features

  • Temperature
  • Humidity
  • Ph
  • Rainfall
  • Label
  • Label_Num ( In crop_Data.csv)

๐Ÿค Credits
Curated and cleaned by Kunsh Bhatia
Feel free to fork, star โญ and use it in your own agricultural related projects!

Tables

Crop Data Xlsx

@kaggle.kunshbhatia_crop_production_data_raw_refined.crop_data_xlsx
  • 86.97 KB
  • 2200 rows
  • 6 columns
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CREATE TABLE crop_data_xlsx (
  "temperature" DOUBLE,
  "humidity" DOUBLE,
  "ph" DOUBLE,
  "rainfall" DOUBLE,
  "label" VARCHAR,
  "label_num" BIGINT
);

Crop Recommendation

@kaggle.kunshbhatia_crop_production_data_raw_refined.crop_recommendation
  • 95.12 KB
  • 2200 rows
  • 8 columns
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CREATE TABLE crop_recommendation (
  "n" BIGINT,
  "p" BIGINT,
  "k" BIGINT,
  "temperature" DOUBLE,
  "humidity" DOUBLE,
  "ph" DOUBLE,
  "rainfall" DOUBLE,
  "label" VARCHAR
);

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