Very Nicely done. Thanks for sharing it. Truly appreciated.

Solved the error this way....Correct way?

def MACD_color(data): MACD_color = []

#for i in range(0, len(data)):
for i in range(0, len(data)):
    if i==0:
            MACD_color.append(False)
    if i>0:
        if data['MACDh_12_26_9'][i] > data['MACDh_12_26_9'][i - 1]:
            MACD_color.append(True)
        else:
            MACD_color.append(False)
return MACD_color

Got same error as Jing Li

Utkarsh singhal

Same error as above

Platform is not allowing me to share screenshot

very well written. cover all basic ideas. Can you plz share your other blogs which can help me to form multi time frame data from ticks? Thank you so much.

I am an elderly. You may plz also guide me to Buy you a cofee.

Hello Thank you! It is well written! I want a bit more information on the two points below:

1. When I run the code to To visualize the MACD histogram we create a simple function to insert a boolean column. It showed me -1 is not in range. I don't know how to fix it.
2. Is it possible to set your own short-term and long-term range, for example, 3 days and 7 days? I want to use it for my research project. Would be interesting to check how it works.

Thank you! Jing L

Hi, I'd like to get in touch with the author about a potential job opportunity. How's best to get in touch?

Please show some live trading example. These kind of articles are available freely everywhere on github. It will be interesting to know how you do the same things in live market with each new candle coming. Do you run the loop every 5 minutes and how you do it? Do you use python modules like schedule or using sleep? How do you avoid API rate Limits?