How do crypto-currencies behave? What factors affect them? I scrape the data from some websites, use APIs of others and CSVs to understand the impact by visualizing all on a hvplot dashboard.
| Data | Source | Type |
|---|---|---|
| 1. Tweet | Twint | Web Scraping |
| 2. Crypto-currency prices | Coingecko | API |
| 3. S&P 500 Data (Stock Exchange Indicator) | Yahoo Finance | API |
| 4. Crypto News | Coindesk | Web Scraping |
| 5. Business Confidence Index (macro-economic indicator) | Organization for Economic Co-operation and Development | CSV |
Collect > Clean > Integrate
- Numerical Scaling.
- Introduced a lag to analyze how they correlate with prices.
- Analyzed the Twitter data and ran a sentiment analysis
- Integrated all the data
- Constructed a dashboard using Panel and HvPlot to analyze the fluctuations and what factors they were correlated with