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How to Analyze Bitcoin Price with Python and Pandas | Python for Finance

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This video is an introduction to analyzing price data using Python and Pandas dataframes. In this example I am using Bitcoin historical price data to show the powerful tools that Pandas offers. However, these methods can be applied to any other data (especially if it is a time series dataset).
I'm very interested in algorithmic trading, so that is the route I will be taking with these video series. I will eventually cover the stock market and how to code trading bots. Keep in mind that this is also a learning experience for me and I want to share everything that I learn in the process.
If that is something you are interested about, subscribe to the channel and hit the notification icon.
Below you will find some useful links to topics discussed in the video and remember that you can always ask any questions down below.
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DISCLAIMER: Links included in this description might be affiliate links. If you purchase a product or service with the links I'm providing I may receive a small commission. This is at no additional cost to you! Thank you for supporting my channel this way.
TIMESTAMPS:
00:00 - INTRO
00:31 - LOOKING AT THE DATA
01:30 - READING THE DATA WITH PANDAS
02:40 - CONVERT UNIX TIME TO DATETIME WITH PANDAS
03:33 - SETTING DATETIME COLUMN AS INDEX
04:16 - SLICING DATAFRAME BY DATE
04:52 - CALCULATING SIMPLE MOVING AVERAGE WITH PANDAS
07:47 - BOLLINGER BANDS
10:12 - EXPONENTIAL MOVING AVERAGE
#andresberejnoi #bitcoin #pythonfinance
I'm very interested in algorithmic trading, so that is the route I will be taking with these video series. I will eventually cover the stock market and how to code trading bots. Keep in mind that this is also a learning experience for me and I want to share everything that I learn in the process.
If that is something you are interested about, subscribe to the channel and hit the notification icon.
Below you will find some useful links to topics discussed in the video and remember that you can always ask any questions down below.
LINKS:
CREDITS:
OTHER VIDEOS YOU MIGHT LIKE
MY GEAR:
CHECK MY OTHER CHANNELS:
º My new animation and artsy-type channel:
DISCLAIMER: Links included in this description might be affiliate links. If you purchase a product or service with the links I'm providing I may receive a small commission. This is at no additional cost to you! Thank you for supporting my channel this way.
TIMESTAMPS:
00:00 - INTRO
00:31 - LOOKING AT THE DATA
01:30 - READING THE DATA WITH PANDAS
02:40 - CONVERT UNIX TIME TO DATETIME WITH PANDAS
03:33 - SETTING DATETIME COLUMN AS INDEX
04:16 - SLICING DATAFRAME BY DATE
04:52 - CALCULATING SIMPLE MOVING AVERAGE WITH PANDAS
07:47 - BOLLINGER BANDS
10:12 - EXPONENTIAL MOVING AVERAGE
#andresberejnoi #bitcoin #pythonfinance
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