Project Overview and Skills:
Excel Expertise: I excel in utilizing advanced functions such as sorting, filtering, and complex data analysis to effectively manage and analyze large datasets.
Data Sorting: I will meticulously organize the provided Excel file into three separate sheets based on site name, address, and lat-long coordinates, enhancing the ease and efficiency of the analysis.
Duplication Detection: My expertise includes developing algorithms to identify exact duplicates and close matches (75% similarity), crucial for maintaining data accuracy and integrity.
Approach and Execution:
Data Preparation: I will begin by examining the structure and specific fields of the Excel file to tailor my approach effectively.
Sorting Data: The sorting will be organized as:
Sheet 1: By site name.
Sheet 2: By site address.
Sheet 3: By lat-long coordinates.
Duplicate and Match Analysis: Post-sorting, I will employ logical algorithms to detect both exact duplicates and high matches on each sheet. I will further analyze and report similarities such as city, state, and country, providing a detailed overview of matching attributes.
Reporting: The results will be documented in a clear, user-friendly report, highlighting exact and partial matches along with their detailed attributes.
Thank you for considering my proposal. I am eager to collaborate on this project and deliver the top-quality results you require.