Data Analysis

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Data Analysis is the process of inspecting, cleaning, transforming, and interpreting data to extract useful insights, identify patterns, and support decision-making. It involves the below steps as part of Data Analysis:

• Data Collection – Gathering data from different sources.
• Data Cleaning – Removing errors, duplicates, and inconsistencies.
• Data Exploration – Understanding data through summaries and visualizations.
• Data Transformation – Converting raw data into a structured format if required.
• Data Modeling – Applying statistical or machine learning models if required.
• Interpretation & Insights – Drawing meaningful conclusions from the results.
• Reporting & Visualization – Presenting findings using grids, charts, graphs, or dashboards.