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Karnataka Agricultural Yields
Data Science and Analytics
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About
This dataset captures agricultural information for Karnataka, with a specific focus on crop yields in Mangalore. It includes details such as the year of production, geographical locations, and environmental factors like rainfall, temperature, and humidity. Additionally, it records soil type, irrigation methods, specific crop types, their yields, market prices, and growth seasons. The dataset offers valuable insights into the economic aspects of agriculture in the region, particularly how environmental conditions and farming techniques influence crop productivity.
Columns
- Year: The year of crop production, ranging from 2004 to 2019.
- Location: Geographic details within Karnataka, including specific locations like Hassan and Gulbarga.
- Area: The land area, presumably in a standard unit, over which the crop yield is measured.
- Rainfall: Amount of rainfall recorded in millimetres (mm).
- Temperature: Temperature in degrees Celsius.
- Humidity: Humidity levels expressed as a percentage.
- Soil type: The type of soil, with 'Alluvial' being a common type.
- Irrigation: The method of irrigation used, such as 'Drip' or 'Basin'.
- Yield: The amount of crop produced per unit area of land.
- Crops: The specific type of crop grown, with 'Coconut' being a prominent entry.
- Price: The market price of the crop.
- Season: The agricultural season, categorised as:
- Kharif Season: Monsoon crop season (sown around June, harvested around October), including crops like rice and maize.
- Rabi Season: Winter crop season (sown around November, harvested around April), including crops like wheat and barley.
- Zaid Season: Summer crop season (between March and June), typically for short-duration crops like vegetables and watermelons.
Distribution
The data is typically provided in a CSV file format, named
data_season.csv, with a size of approximately 224.01 kB. Most columns contain 3158 valid records, while 'Soil type' has 3100 valid records. Specific numbers for rows or records are available for various value ranges within each column's distribution.Usage
This dataset is ideal for studying the influence of environmental conditions and farming techniques on crop productivity. It can assist in developing optimised agricultural practices tailored for specific soil types, climates, and crop requirements.
Coverage
The dataset primarily covers Karnataka, India, with a specific focus on Mangalore. Recorded geographical locations also include Hassan and Gulbarga. The time range for the data spans from 2004 to 2019. There is no specific demographic scope mentioned for this dataset.
License
Attribution 4.0 International (CC BY 4.0)
Who Can Use It
- Agricultural researchers and scientists: To analyse factors affecting crop growth and yield.
- Policymakers and government bodies: For agricultural planning, resource allocation, and policy formulation.
- Farmers and agricultural businesses: To inform decisions on crop selection, irrigation, and pricing strategies.
- Environmental analysts: To understand the impact of climate variables on agricultural output.
- Economists: To study market dynamics and pricing trends in the agricultural sector.
Dataset Name Suggestions
- Karnataka Agricultural Yields
- Mangalore Crop Production Factors
- Indian State Crop Data
- Karnataka Farming Conditions
Attributes
Original Data Source: Karnataka Agricultural Yields
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