https://github.com/fbarffmann/scraping
Module 11 challenge
https://github.com/fbarffmann/scraping
Last synced: about 18 hours ago
JSON representation
Module 11 challenge
- Host: GitHub
- URL: https://github.com/fbarffmann/scraping
- Owner: fbarffmann
- Created: 2024-07-10T21:36:36.000Z (10 months ago)
- Default Branch: main
- Last Pushed: 2024-07-17T02:43:25.000Z (9 months ago)
- Last Synced: 2024-07-17T05:39:09.231Z (9 months ago)
- Language: Jupyter Notebook
- Size: 134 KB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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README
# Mars Data Web Scraping & Analysis
Automated the extraction and analysis of Mars-related data using Python web scraping tools. Collected real-time NASA news headlines and Mars weather data, cleaned it, and visualized key temperature trends for analysis.
## Tools & Technologies Used
- Python
- BeautifulSoup (Web Scraping)
- Pandas
- Matplotlib
- Jupyter Notebooks
## File Structure
```text
.
├── part_1_mars_news.ipynb - Web scraping NASA Mars news headlines
├── part_2_mars_weather.ipynb - Web scraping and analyzing Mars weather data
├── mars_temp_data.csv - Cleaned dataset of Mars weather
```
## Skills Demonstrated
- Automating data collection from live websites
- Cleaning and structuring scraped data
- Visualizing weather trends with Matplotlib
- Exporting clean datasets for future analysis
## Key Findings
- Collected recent Mars news headlines from NASA.
- Scraped and analyzed Mars weather data to explore daily and seasonal temperature patterns.
- Identified trends in high and low temperatures on Mars over time.