https://github.com/blleshi/growth_revenue_model
Growth Revenue Model
https://github.com/blleshi/growth_revenue_model
data-mining exponentially-weighted-averages growth-analysis hvplot prophet-model return-on-investment revenue-forecast roi stock-price-patterns stock-volatility time-series-correlation time-series-model
Last synced: 8 months ago
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Growth Revenue Model
- Host: GitHub
- URL: https://github.com/blleshi/growth_revenue_model
- Owner: blleshi
- Created: 2024-06-04T16:00:34.000Z (over 1 year ago)
- Default Branch: main
- Last Pushed: 2024-08-07T17:48:11.000Z (about 1 year ago)
- Last Synced: 2025-01-10T05:22:11.065Z (9 months ago)
- Topics: data-mining, exponentially-weighted-averages, growth-analysis, hvplot, prophet-model, return-on-investment, revenue-forecast, roi, stock-price-patterns, stock-volatility, time-series-correlation, time-series-model
- Language: Jupyter Notebook
- Homepage:
- Size: 1.9 MB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
## Growth Revenue Model
This notebook (from Google Colab) contains data preparation, analysis, and visualizations for all the time series data that the company needs to understand for growth revenue. Notebook contains the following:
1. Visual depictions of seasonality (as measured by Google Search traffic) that are of interest to the company.
2. An evaluation of how the company stock price correlates to its Google Search traffic.
3. A Prophet forecast model that can predict hourly user search traffic.
4. Answers to the questions in the instructions that you write in your Jupyter notebook.
5. (Optional) A plot of a forecast for the company’s future revenue.