How would I go about screening stocks that have fallen 20% or more in the past day? What about 5 days?

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How would I go about screening stocks that have fallen 20% or more in the past day? What about 5 days?

posted

I am looking to grab these stocks, but from what I can see, the screener only supports a static screen, grabbing stocks once and only being able to buy those.

1 response

This can be done with pipeline, using the built-in factor called "Returns". Just set your lookup window to equal "1" or "5". Then you want to apply your -20% filter. It could look something like this, but I haven't debugged or tested this:



def initialize(context):

    # Create and attach an empty Pipeline.  
    pipe = Pipeline()  
    pipe = attach_pipeline(pipe, name='my_pipeline')

    # Construct Factors.  
    return_1days = Returns(inputs=[USEquityPricing.close], window_length=1)  
    return_5days = Returns(inputs=[USEquityPricing.close], window_length=5)

    # Construct a Filter.  
    down20in1 = (return_1days<-0.20)  
    down20in5 = (return_5days<-0.20)

    # Register outputs.  
    pipe.add(return_1days, 'return_1days')  
    pipe.add(return_5days, 'return_5days')

    # Remove rows for which the Filter returns False.  
    pipe.set_screen(down20in1)

Good luck!

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The material on this website is provided for informational purposes only and does not constitute an offer to sell, a solicitation to buy, or a recommendation or endorsement for any security or strategy, nor does it constitute an offer to provide investment advisory services by Quantopian.

In addition, the material offers no opinion with respect to the suitability of any security or specific investment. No information contained herein should be regarded as a suggestion to engage in or refrain from any investment-related course of action as none of Quantopian nor any of its affiliates is undertaking to provide investment advice, act as an adviser to any plan or entity subject to the Employee Retirement Income Security Act of 1974, as amended, individual retirement account or individual retirement annuity, or give advice in a fiduciary capacity with respect to the materials presented herein. If you are an individual retirement or other investor, contact your financial advisor or other fiduciary unrelated to Quantopian about whether any given investment idea, strategy, product or service described herein may be appropriate for your circumstances. All investments involve risk, including loss of principal. Quantopian makes no guarantees as to the accuracy or completeness of the views expressed in the website. The views are subject to change, and may have become unreliable for various reasons, including changes in market conditions or economic circumstances.