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Pharmacy 2015 Q34Grooming of Coarse Data by Smart Listing Using SAS System Susanna Honda, inventive Health Clinical, Hyderabad, India ABSTRACT Organizations strive to deliver the quality database;
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01
Start by analyzing the coarse data to understand its structure and format.
02
Identify any missing or incorrect information that needs to be addressed during the grooming process.
03
Clean the data by removing any duplicate entries or unnecessary data points.
04
Standardize the data by ensuring consistent formatting and naming conventions.
05
Validate the data by cross-checking it against reliable sources or using data validation techniques.
06
Transform the data if necessary, such as converting units or standardizing date formats.
07
Fill in any missing information using appropriate methods, such as imputation or data inference.
08
Review and verify the accuracy of the groomed data before finalizing it for further analysis or use.

Who needs grooming of coarse data?

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Grooming of coarse data is valuable for various individuals and organizations, such as:
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- Data scientists or analysts who rely on accurate and reliable data for their research or business insights.
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- Companies or organizations that deal with large volumes of data and need to ensure data quality and consistency.
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- Data engineers who work on data pipelines and need to process and transform raw data into usable formats.
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- Researchers or academics who use data for statistical analysis or modeling purposes.
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- Any individual or entity that relies on data-driven decision-making and needs clean and accurate data for their operations.
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Grooming of coarse data refers to the process of cleaning, organizing, and refining large sets of unstructured or raw data to make it more manageable and useful for analysis.
Entities or organizations that collect and manage large volumes of coarse data for business operations or regulatory compliance are typically required to file grooming of coarse data.
To fill out grooming of coarse data, one should collect relevant data, clean the data by removing duplicates or errors, organize it into a structured format, and ensure all necessary fields are populated before submission.
The purpose of grooming of coarse data is to enhance data quality, improve analysis capabilities, and ensure compliance with regulatory standards.
Information that must be reported includes the sources of the data, methods of data collection, any changes made during grooming, and a summary of the processed data.
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