https://github.com/canayter/python-climate-change-analysis

A comparative analysis of winery production volume with global temperature changes. Is there a correlation between rising temperatures and its effect on wine production?
https://github.com/canayter/python-climate-change-analysis

apis matplotlib pandas python

Last synced: 4 days ago
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A comparative analysis of winery production volume with global temperature changes. Is there a correlation between rising temperatures and its effect on wine production?

• Host: GitHub
• URL: https://github.com/canayter/python-climate-change-analysis
• Owner: canayter
• Created: 2023-12-22T03:48:44.000Z (11 months ago)
• Default Branch: main
• Last Pushed: 2023-12-25T19:21:13.000Z (11 months ago)
• Last Synced: 2024-07-26T21:31:32.088Z (4 months ago)
• Topics: apis, matplotlib, pandas, python
• Language: Jupyter Notebook
• Homepage:
• Size: 11.7 MB
• Stars: 1
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        

## Summary of Findings and Implications

### Correlation Between Rising Temperatures and Wine Production:

- **Findings**: The analysis shows a correlation between rising median temperatures and wine production. Correlation does not imply causation, but there’s a lot of data to make use of here.

- **Implications**: Wine producers in areas where climate change will have an impact will need to adapt to changing climatic conditions to resume production.

### Emergence of New Wine Industries in Warmer Regions:

- **Findings**: The data does not directly address this question. However, trends imply potential shifts in wine production geographically.

- **Implications**: As temperatures rise, regions previously unsuitable for wine production will turn into new wine-producing areas.

### Precise Descriptions and Findings for Each Project Question

#### Correlation between Rising Temperatures and Wine Production:

- The data presents a correlation, supported by linear regression analysis. More varied data would enhance the precision of this response.

#### Correlation between Rising Temperatures and New Wine Industries:

- This question was not directly addressed in the data. Future research could explore the emergence of wine industries in new regions.

#### Geographical Changes in Wine Production Due to Temperature Rise:

- Trends suggest potential geographical shifts in wine production, but specific regions are not identified. Further analysis is required to map these changes accurately.