Algorithmic Trading Using Money Flow Index (MFI) and Python

#Python #Stocks #StockTrading #AlgorithmicTrading
Algorithmic Trading Strategy Using Money Flow Index (MFI) and Python
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Disclaimer: The material in this video is purely educational and should not be taken as professional investment advice. Invest at your own discretion.

[@-yehpu-lin4183]

Where can I get the code?

[@dandymoderne]

You should directly import data from yfinance Pip install yfinance Pip install TA-Lib

[@yapyoongsiew4394]

I suggest you look up the library "TA-Lib", all technical indicators are in there. Maybe it might be helpful showing us how to connect to brokerage APIs like TD Ameritrade and E*Trade, thanks! Keep it up!

[@MAtogable]

I'm using Alpha Vantage, a FREE API, altouhgt you have limited calls

[@Heimandhisskateboard]

If you are having problems with the "get_signal" function you may try to reset the index of the new_df data frame: new_df = new_df.reset_index(drop=True). The loop was looking for value 0,1,2,3,4..... but the new_df was indexed 14,15,16,17... due to the period of the MFI. Hope this helps someone!

[@pkstock372]

typical_price=( df.Close+df.High+df.Low)/3 . Why it works? typical_price was not part of df yet ? same question to money_flow ?

[@Stopinvadingmyhardware]

Your people are that jealous of me. That’s simply unbelievable. You’re jealous of a homeless person

[@Lejik007]

Can you explain what does mean period in the code, you put 14, and if I will put 7, how does it change my MFI?

[@daankouwen5081]

Just look on how the mfi is calculated

[@anthonywhyte8173]

Can you explain why we took the data from the period row to the end basically this line new_df = df[period:]

[@anthonywhyte8173]

Thank you for sharing your knowledge. My "MFI" values are of the order 1.5 *10^8. I know they should between 0 and 100. It seems I'm calculating something wrong but I can't seem to point it out it's more of a logic error than a syntax error so quite difficult to spot. Also, I'm using a different dataset. But overall , you've been doing a good job. Thanks.

[@anthonywhyte8173]

I had to change my mfi calculation to the formula on investopedia before getting the required value range, between 0 and 100. link to the investopedia page www.investopedia.com/terms/m/mfi.asp This is the final formula I used to calculate the money flow index money_index = 100 - (100 / (1 + (np.array(positive_mf)/ np.array(negative_mf))))

[@arafathossan407]

Can you please make a video on plant disease detection using image processing

[@ComputerSciencecompsci112358]

That's a wonderful idea. I will definitely take your suggestion into consideration.

[@arafathossan407]

@@ComputerSciencecompsci112358 take love

[@pkstock372]

ok ,it works now. Its panda core series . HaHa

[@adamchilds9132]

Great video could you do a video on creating basic trendlines please thank you. :-)

[@mrmuranga]

thanks for taking the time....very useful

[@ComputerSciencecompsci112358]

You are welcome!

[@pkstock372]

i try this typical_price = ( df.Close+df.High+df.Low)/3 , in my Anacordia , it soesnt works , why ?

[@Lejik007]

I think it will be good idea to show us how to connect to some APIs and trade with APIs using same algorithm.

[@rajesha5798]

These signals are for historical data......cant be of use unless we combine it to a price prediction...am I correct?

[@raqe]

Hi Pro How can we use ZIGZAG indicator by Python ? I try using Ta-lib library but not found that indicator !! By googling i found very long solution but i need short one or built in formula

[@christoffere425]

What does the x-axis show?

[@phill2441]

Can you help me please? I got a problem with cell [3] i got error because df is not defined

[@wahyudwil]

Hi, I have an error message when adding the Buy and Sell column, the type error is DataFrame is not callable. Could you help me to fix this error? thanks

[@ericwilson8665]

These coding tutorials are awesome! Thanks!

[@ComputerSciencecompsci112358]

Thank you !

[@clarence2c408]

THANK YOU FOR YOUR CONTRIBUTION, SIR.

[@pengaturcaraankuantum]

Wow! Thank you for sharing and teaching ... you're awesome.

[@nandhuindian3181]

Excellent

[@ASNPersonal]

While running below code getting error "ValueError: operands could not be broadcast together with shapes (2504,) (0,)" # Calculate the money flow index MFI = 100 * (np.array(positive_mf) / (np.array(positive_mf) + np.array(negative_mf) )) MFI

[@anthonywhyte8173]

Double check all your your i's and your 1's in the loops. It's very easy to make a typo. I had the same issue.

[@Lejik007]

Can you create video about Market Facilitation Index(MFI) because it is have the same names

[@sitasoni1707]

Owsome

[@akhilkn225]

👍

[@Lejik007]

Hey, how r u , can you create video about Fibonacci Retracements

[@k2icc]

Nice to add an average line on it too.

[@Connor-pj2tg]

As part of my final year project I'm trying to predict stress, how would you suggest I do this?

[@hiw92]

Man, what do you mean by “stress”?

[@Connor-pj2tg]

@@hiw92 like anxiety. Panic. Stressful situations based on heart rate

[@hiw92]

@@Connor-pj2tg Did you study linear regression, something like econometrics?

[@hiw92]

@@Connor-pj2tg basically, if i had the project on predicting the heart rate, I would most likely use variables such as age of the person, his/her normal heart rate and heart rate at the previous period

[@hiw92]

@@Connor-pj2tg If you want, we could talk on Facebook or any other platform. I have studied the econometrics and advanced econometrics at uni.

[@nsnilesh604]

Great explanation 👌

[@AlexB-tn1ec]

where can I get the file?

[@AlonAvramson]

Also there is a library for importing price directly from Yahoo, using yfinance, yu might like to explore it,

[@gacctom]

thank you~

[@herisoe4832]

Awesome..

[@AlonAvramson]

Thank you so much, it really helps me in my python learning.

[@ComputerSciencecompsci112358]

Glad to hear!

[@RiccardoVecchione]

Very good video but don't use google colab. You are intelligent and you can imagine why..........

[@peterandersson1582]

Why?🤔

[@RiccardoVecchione]

@@peterandersson1582 Don't you have the suspect that each line of code you write in google colab is copied and spied? Better to use an environment inside your own computer and possibly without microsoft. And above all disconnected from internet.

[@ronwilliams4184]

@@RiccardoVecchione Except that most people, even with viable code will still lose money, lol.

[@RiccardoVecchione]

@@ronwilliams4184 of course... there are the shit strong powers on the market.... even with the best strong artificial intelligence it will not be possible to make money until the shit strong powers that are behind our puppet governments will be erased, cancelled from the face of the Earth.

[@gkollias14]

what is 'shit strong powers on the market' and 'best strong artificial intelligence' ?