-
Notifications
You must be signed in to change notification settings - Fork 6
Commit
This commit does not belong to any branch on this repository, and may belong to a fork outside of the repository.
a comprehensive study on data sources for quantitative defi, includin…
…g yfinance, panda_datareader, alpha_advantage, CoinAPI, and quandl.
- Loading branch information
1 parent
cdfe593
commit 1522dd2
Showing
1 changed file
with
20 additions
and
0 deletions.
There are no files selected for viewing
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -0,0 +1,20 @@ | ||
## quantitative defi study | ||
|
||
<br> | ||
|
||
### 👉🏼 **[link to the notebook](quantitative_defi.ipynb)** | ||
|
||
<br> | ||
<br> | ||
|
||
* a comprehensive study on data sources for quantitative defi, including **[yfinance](https://pypi.org/project/yfinance/), [panda_datareader](https://pandas-datareader.readthedocs.io/en/latest/), [alpha_advantage](https://www.alphavantage.co/), [CoinAPI](https://www.coinapi.io/),** and **[quandl](https://data.nasdaq.com/publishers/QDL)**. | ||
* the data from every source is prepared, and then the **mean, skew, kurtosis, percentage change, and other statistics are calculated**. | ||
* plots for **prices, return, and candles** for each data set. | ||
|
||
<br> | ||
|
||
<p align="center"> | ||
<img src="https://github.com/go-outside-labs/blockchain-science-py/assets/138340846/b2f33d6b-bf07-419d-9ec9-1a3078912649" width="50%" align="center"/> | ||
<img src="https://github.com/go-outside-labs/blockchain-science-py/assets/138340846/6457c859-5722-470d-a9c0-73441507c9a3" width="50%" align="center"/> | ||
</p> | ||
|