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Precision Agriculture Dataset
Data Science and Analytics
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About
This dataset aims to support precision agriculture by enabling the recommendation of suitable crops to grow in a particular farm. It helps farmers make informed decisions about their farming strategy, ultimately working towards maximising agricultural yield. Users can build predictive models based on various parameters included in the dataset.
Columns
- N: Represents the ratio of Nitrogen content in the soil.
- P: Represents the ratio of Phosphorous content in the soil.
- K: Represents the ratio of Potassium content in the soil.
- temperature: Indicates the temperature in degrees Celsius.
- humidity: Denotes the relative humidity in percentage.
- ph: Specifies the pH value of the soil.
- rainfall: Measures the rainfall in millimetres during the season.
- label: Identifies the suitable crop for the given conditions.
Distribution
The dataset is provided in a CSV format, specifically
Crop_recommendation.csv, and has a file size of 150.03 kB. It contains 8 columns and consists of 2200 valid records. All columns have 100% valid data with no mismatched or missing entries.Usage
This dataset is ideal for developing predictive models that recommend the most appropriate crops for a farm. It can be utilised in precision agriculture applications to provide farmers with data-driven insights for optimal farming strategies.
Coverage
The data was gathered over a period by the Indian Chamber of Food and Agriculture (ICFA) and is specific to India. It encompasses various environmental and soil parameters relevant to agricultural conditions in the region.
License
Attribution 3.0 IGO (CC BY 3.0 IGO)
Who Can Use It
The dataset is suitable for public and private undertakings. It can be used by data scientists, researchers, and developers looking to build machine learning models for agricultural recommendations. Farmers can also benefit from the insights derived from models built using this data, enabling them to make better-informed decisions.
Dataset Name Suggestions
- Crop Recommendation India
- Precision Agriculture Dataset
- Indian Crop Suitability Predictor
- Farm Yield Optimisation Data
Attributes
Original Data Source: Precision Agriculture Dataset
QUALITY