What's included

• Data Extraction, Mining

  If the client does not provide data, extract relevant information from online sources to ensure a comprehensive dataset for visualization.

• Data Cleaning

  Deliver a refined dataset post-cleaning to ensure data integrity and reliability, eliminating inconsistencies, missing values, and outliers.

• Data Analysis

  Conduct an in-depth exploratory data analysis of the cleaned dataset. Deliver insights on patterns, trends, and key characteristics found during the analysis, focusing on actionable findings to guide the project's next stages.

• Data Visualization

  Provide visualization deliverables based on client requirements, which could include a Power BI dashboard or a report in PDF/PPT format, using visualization libraries like Matplotlib.

• Detailed Documentation

  Deliver comprehensive documentation detailing all steps taken throughout the project, from data extraction to modeling.