Check Data Ingestion¶
quandl.ApiConfig.api_key = 'zCYyKsBbzk94ye5yRjvs'
stocks = ['AAPL','AMZN','GOOGL','FB']
data = quandl.get_table('WIKI/PRICES', ticker = stocks,
qopts = { 'columns': ['date', 'ticker', 'adj_close'] },
date = { 'gte': '2016-1-1', 'lte': '2017-12-31' }, paginate=True)
data.head()
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<AxesSubplot:xlabel='date'>
![<Figure size 1152x504 with 1 Axes>](https://cdn.curvenote.com/7fc1574c-e22d-430b-a1c8-3f77cf6c165e/public/_static/b9d2d3b4504b00fe8b30c14f2fe9b8f8.png)
<seaborn.axisgrid.FacetGrid at 0x15dbc35e0>
<Figure size 1008x504 with 0 Axes>
![<Figure size 1080x864 with 4 Axes>](https://cdn.curvenote.com/7fc1574c-e22d-430b-a1c8-3f77cf6c165e/public/_static/8f1f46df803360c8e93415ad1baaff8f.png)
<AxesSubplot:>
![<Figure size 432x288 with 1 Axes>](https://cdn.curvenote.com/7fc1574c-e22d-430b-a1c8-3f77cf6c165e/public/_static/377b1462d198e4fde2b3d3656164339c.png)
<AxesSubplot:>
![<Figure size 864x864 with 2 Axes>](https://cdn.curvenote.com/7fc1574c-e22d-430b-a1c8-3f77cf6c165e/public/_static/e12f23627237a747b9cc66166ab73c39.png)
Check Monte Carlo Spread¶
![<Figure size 1008x648 with 1 Axes>](https://cdn.curvenote.com/7fc1574c-e22d-430b-a1c8-3f77cf6c165e/public/_static/32d7b8f6db7b95f640e720118e75a801.png)
Check Comparison to Current Position¶
![<Figure size 1008x648 with 1 Axes>](https://cdn.curvenote.com/7fc1574c-e22d-430b-a1c8-3f77cf6c165e/public/_static/f524a84b75b64e0b75a8aa58f399d837.png)
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