https://github.com/xenoswarlocks/python-web-scraping-and-data-integration-toolkit
This Python repository provides a toolkit for web scraping, data cleaning, and integration tasks. The process involves scraping data from a specified URL, cleaning the extracted text to remove unwanted substrings, replacing specific characters, and extracting first and last names from the cleaned text.
https://github.com/xenoswarlocks/python-web-scraping-and-data-integration-toolkit
Last synced: 3 months ago
JSON representation
This Python repository provides a toolkit for web scraping, data cleaning, and integration tasks. The process involves scraping data from a specified URL, cleaning the extracted text to remove unwanted substrings, replacing specific characters, and extracting first and last names from the cleaned text.
- Host: GitHub
- URL: https://github.com/xenoswarlocks/python-web-scraping-and-data-integration-toolkit
- Owner: XenosWarlocks
- License: mit
- Created: 2024-05-01T16:43:39.000Z (about 1 year ago)
- Default Branch: main
- Last Pushed: 2024-05-01T16:49:36.000Z (about 1 year ago)
- Last Synced: 2024-12-29T02:04:02.234Z (5 months ago)
- Language: Python
- Size: 10.7 KB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
README
# Python Web Scraping and Data Integration Toolkit
This Python repository offers a toolkit for web scraping, data cleaning, and integration tasks. It provides a seamless workflow for scraping data from a specified URL, cleaning the extracted text, replacing specific characters, and extracting relevant information.
## Instructions:
1. **Scraping Data:**
- Open `main.py`.
- Update the `url` variable with the desired URL to scrape.
- Run `python main.py` in your shell.2. **Cleaning Data:**
- Open `clean.py`.
- Update the `unwanted_substrings` list as needed.
- Run `python clean.py` in your shell.3. **Replacing Characters:**
- Open `replaced.py`.
- Modify the script as required.
- Run `python replaced.py` in your shell.4. **Extracting First and Last Names:**
- Open `firstlast.py`.
- Customize the script if necessary.
- Run `python firstlast.py` in your shell.## File Descriptions:
- **main.py:** Scrapes data from a specified URL and saves it to a file.
- **clean.py:** Cleans the extracted text by removing unwanted substrings and trailing whitespaces.
- **replaced.py:** Replaces specific characters (e.g., hyphens) in the cleaned text.
- **firstlast.py:** Extracts first and last names from the cleaned text.## Usage:
- Ensure Python is installed on your system.
- Install the required dependencies using `pip install -r requirements.txt`.
- Execute each script individually as per the provided instructions.Feel free to customize the scripts to suit your specific requirements!