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Data preparation
Crucial step in the data analysis process, involving the cleaning, transforming, and organizing of raw data into a format suitable for analysis. It includes tasks such as data collection, cleaning, transformation, integration, reduction, validation, and splitting, which ensure the quality and reliability of the data for subsequent analysis or modeling. Data preparation is essential for data scientists, analysts, and machine learning practitioners who aim to improve the performance of their models and the accuracy of their insights.
Data preparation was discovered on July 2nd 2019 and it currently has a search volume of 8.1K with a growth of +153%.
Growth
- Exploding
- Regular
- Peaked
Speed
- Exponential
- Constant
- Stationary
Seasonality
- High
- Medium
- Low
Volatility
- High
- Average
- Low
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