Technical Stock Analysis Made Easy in Python
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- Опубликовано: 29 июн 2024
- Today we will learn how to easily do technical analysis in Python, using TA-Lib.
TA-Lib Download: www.lfd.uci.edu/~gohlke/pytho...
DISCLAIMER: None of this is financial advice. This video focus on the programming aspects of the topic. I am not a financial professional.
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Timestamps:
(0:00) Intro
(0:17) Installing Libraries
(5:45) Loading Stock Data
(7:18) Simple Moving Average (SMA)
(9:10) Exponential Moving Average (EMA)
(9:54) Relative Strength Index (RSI)
(13:47) Linear Regression
(14:38) Moving Average Convergence Divergence (MACD)
(19:19) Listing Functions & Help
(21:05) Engulfing Pattern
(29:13) Outro 
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Wow, never realized what an expert programmer can accomplish with these Python libraries. Thanks!
Great video, as I understand, the visualisations are very dynamic, and there are many categories of indicators, would appreciate a series or a second video if possible
Highly valueable video for developers and algo traders. Thanks a lot for great stuff, altogether in just one video. A learned person he is...... Great work
Thanks for making these informative videos.
thanks for making our life simpler
This is a really good video. Thank you!
Excellent video indeed. Thank you!
My favorite type of videos 🔥🔥 thank for you this bro
Amazing video, thank you!
Awesome video! If you don't mind, I have a quick question. Is there a way to use python to identify a candle that is engulfing the previous candle on both ends (buy side and sell side)?? More specifically, where the high of the current candle is higher than the previous and the low of the current candle is lower than the previous.
thank you very much I am very happy to find out you.
Excellent
very nice, thanks!
you are amazing sir
Great vid. Can you do a vid showing how to draw horizontal price lines that touch the most support or resistance prices on the daily? I use these prices as targets and I'm finding it very difficult to code. I don't believe something like this is a function option in ta-lib.
data = web.DataReader("AAPL","yahoo") //generate a typeError
How to fix that?
You can use yfinance Library instead
Thx.
Love from india
data = web.DataReader("AAPL", "yahoo") comes up with error "string indicies must be integers." Can anyone help with this?
@John Falkner Thanks so much mate, is there a reason as to why I could not just do the 'data = web.DataReader' ?
About the data, the Close values are more than the high values. Isn't that wrong? I mean if closing price is more than the highest value seen during the given time, then the closing value should be set as the high value if I a right...!
DataReader library is broken. It doesn't work.
I think you mean the web link is not working, not the library is malfunctioning
Don't know why but im getting error as 'Exception: inputs are all NaN' at 23:18.
help, i install the files and stuff. oduleNotFoundError Traceback (most recent call last)
Cell In[1], line 2
1 import datetime as dt
----> 2 import talib as ta
3 import numpy as np
4 import matplotlib.pyplot as plt
ModuleNotFoundError: No module named 'talib'
can you please teach us to build arbitrage bot in python using two exchanges ?
bro i want to download ta-lib in python 12 version
Email address not found, on the website, and will not open from other links 2/5/23, please reply, Thank You
Great content brother! Are you albanian by any chance?
It seems the install doesn't work for Python 3.11.x, which I am using right now, is there an updated way of install? What's the difference between TA-Lib and ta-lib (or ta-lib-bin)? Do we install it with conda (with certain channel) or pip? Thanks again.
I downgraded my Python to 3.10.12 and now I can install ta-lib.
0:00: ⚙ Introduction to financial analysis using Python, with a disclaimer on financial advice.
4:04: 📈 Python libraries for stock data analysis
8:27: 📈 Visualizing stock data with moving averages and indicators in Python.
12:32: 📈 Visualization of stock price and relative strength index in Python for technical analysis.
16:47: 📈 Plotting MACD and Signal Lines with Histogram in Python
21:03: 📈 Using candlestick patterns for stock analysis and plotting with mplfinance library.
25:44: 📈 Understanding Candlestick Chart Patterns
Recap by Tammy AI
Why would someone learn Python to analyse stock data? Don't brockerage firms like T.D. Ameritrade have prepackaged software that you can use to study price activity on their charts. Seems like all their inhouse software is all integrated into their charting and data information to make it easy to manipulate the data as you want. I could possibly see using a Python program to buy or sell positions more quickly rather than typing in all the necessary information for a buy or sell order.
you analyze on your own, then you use ml to analyze by ml, then through ml you predict the result and then apply for yourself without paying anyone and get your money in the well if at any point you are wrong
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