You may want to determine the "quality" of the clusters by calculating the silhouette score (available in scikit learn), and iterate on a growing number of clusters until you have the maximum score. Or, you can use a clustering algo that determines the best number of clusters, like the Affinity Propagation (also in scikit learn).
It actually should be possible to investigate those clusters, then look whether one is leading another, by that, you could have a pretty good prediction of the stocks of another company. OFC THIS IS NOT A ROCK SOLID IDEA, DIFFERENT COMPANIES REACT DIFFERENT WAYS, would still be interesting tho ngl.
The code was working well, then I randomly started getting this error Traceback (most recent call last): File "c:\Users\steve\Desktop\VS CODE\cluster.py", line 25, in open_values = np.array(data['Open'].T) Any idea what's going on? Thanks
What happens if I use 'clustering' feature in PowerBi rather than manually program with Python? Will I get similar results? How do we know how 'tight' the clusters are, high or low sensitivity? Thx.
You may want to determine the "quality" of the clusters by calculating the silhouette score (available in scikit learn), and iterate on a growing number of clusters until you have the maximum score. Or, you can use a clustering algo that determines the best number of clusters, like the Affinity Propagation (also in scikit learn).
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For everyone who has a problem to get the data from yahoo.
You can use another source, use "stooq" instead of "yahoo", than it will work!
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This worked and saved my day. Thank you!
Daily movements should be measured close to close, not close to open. Great video regardless
Definitely going to start a new project after this!
Thank you for this video. Helped me understand quite a few things. All the best!
Getting this error, anyone?
SymbolWarning: Failed to read symbol: 'AAPL', replacing with NaN.
warnings.warn(msg.format(sym), SymbolWarning)
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yes i am getting the same error
It actually should be possible to investigate those clusters, then look whether one is leading another, by that, you could have a pretty good prediction of the stocks of another company. OFC THIS IS NOT A ROCK SOLID IDEA, DIFFERENT COMPANIES REACT DIFFERENT WAYS, would still be interesting tho ngl.
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Finally a video I can follow as a noob with good explanations.
Hey, nice video as always. Can you make a video on networking with twisted framework.
@@michaelhudson1540 someones lacking in the mental department...
Great video! Quick question, how did you get the pandas datareader to work? Keep getting remote data error, unable to read URL
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Mcdonalds is not a food company but a real estate investor
Your all video amazing, can you please make a video for how to locally setup tacotron 2 deep speech ?
The code was working well, then I randomly started getting this error
Traceback (most recent call last):
File "c:\Users\steve\Desktop\VS CODE\cluster.py", line 25, in
open_values = np.array(data['Open'].T)
Any idea what's going on? Thanks
1d array 2d array thing . Check the values of array.size
is it just me or you do never use Jupyter Notebook when doing machine learning, and stuffs?
Where can I find the data for this?
brother , you are a gift
appreciate it brother ^^
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Great video as always. Thank you
McDonalds at its core is a real estate company that sells food.
Great video! thanks so much!
Everytime I try using the yahoo_fin api I get the same failed to read symbol warning for all stocks. Does anyone know how to fix this?
Same here!
You can use another source, use "stooq" instead of "yahoo", than it will work!
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What happens if I use 'clustering' feature in PowerBi rather than manually program with Python? Will I get similar results? How do we know how 'tight' the clusters are, high or low sensitivity? Thx.
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Just in time bro❤
^^
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good work ❤
thanks
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#1
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2nd
congratulations, you have achieved: "Nothing"
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Line 13 and 28, you use the same variable ->clusters
same. i got the same error
one variable is named and the other one is (plural)