NOAA_Climate-Patterns-Analysis-and-Visualization-2005-2015-

Overview

This repository contains datasets and a Jupyter notebook with visualizations and analysis of temperature data from 2005 to 2015.

Files

• Analysis Report.pdf: A PDF report summarizing the analysis findings.
• NOAA_Climate Patterns Analysis and Visualization (2005-2015).ipynb: The Jupyter notebook containing the analysis and visualizations.
• map_image.png: An image file showing the interactive map visualization.
• station_map.html: An html file showing the interactive map visualization.
• README.md: This file.

Dataset Source

The datasets is subset of a dataset from the National Centers for Environmental Information (NCEI) Daily Global Historical Climatology Network (GHCN-Daily), which provides daily climate records from land surface stations worldwide.

Analysis

1. Data Preparation: Preprocessing and removal of leap days.
2. Record High and Low Temperatures: Line graph with shaded areas.
3. Overlay 2015 Data: Scatter plot for broken records in 2015.
4. Map Visualization: Interactive map of weather stations near Ann Arbor, Michigan.
5. Temperature Summary for 2015: Temperature summary for 2015.
6. Plot Enhancements: Improved readability by adding clear legends, labels, and minimizing chart junk.

Additional Modules

• folium: For interactive maps.
• seaborn: For enhanced visualizations.

Instructions

1. Open NOAA_Climate Patterns Analysis and Visualization (2005-2015).ipynb.
2. Run the notebook cells sequentially.

Contact

For questions, contact [pradul2002@gmail.com].