Hospital data automation and visualization project - Freelance Job in Data Science

About this project

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I have attached a work sample, the "Hospital Data Automation and Visualization Project," which showcases my expertise in data extraction, cleaning, and automation. While this project was developed using Python for web data extraction, it incorporates best practices such as configuration files, logging, and structured data processing—all of which can be effectively applied to your project.

Project overview

How I designed project. 1) Web Data Extraction Using Python & XPath I will develop a Python-based automation script to extract the required data directly from the website. Using XPath and BeautifulSoup, the script will accurately locate and extract relevant information. The automation will handle dynamic content and pagination, ensuring complete data retrieval. 2) Automated Data Processing & Formatting in Excel Extracted data will be structured and formatted automatically in Excel. The script will clean and adjust the data based on predefined rules, ensuring accuracy and consistency. Custom formulas and VBA macros can be integrated to further refine the data if needed. 3) Configurable & User-Friendly System The automation will include a configuration file, allowing non-technical users to adjust settings (e.g., URLs, filters, data structure) without modifying the script. A log file will track each step of the process, making it easy to review any errors or missing data. 4) Error Handling & Data Validation The script will implement error-handling mechanisms to retry failed extractions and flag any inconsistencies. It will generate summary reports, highlighting extraction status and potential issues.

Category IT & Programming
Subcategory Data Science
Project size Large
Is this a project or a position? Project
Required availability As needed

Delivery term: Not specified

About this project

it-programming / data-science-1

Open