Python ANOVA Using SciPy, Jupyter Notebook and Pandas

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A demonstration on how you can carry out an one-way ANOVA using scipy and Python. It is carried out using the PlantGrowth dataset loaded into a Pandas data frame.

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Please watch: "Tutorial - "Pure" Python ANOVA using SciPy to get p-values"
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  1. Erik Marsja
  2. Python ANOVA
  3. Python
  4. Data analysis
  5. Statistics
  6. ANOVA
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Комментарии
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I'm getting error : DataFrame object has no attribute "group" ?

bilhanbel
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Could you provide the plantGrowth dataset

oloyedeabdulganiyu
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You can simplify it by using a list:
l_data = [data['weight'][data.group == grp] for grp in grps]
f, p = f_oneway(*l_data)

davidmakovoz
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Thank you for a great tutorial on how to do statistics (ANOVA) in Python. I would suggest that you added some sound to your next video. That said, the video is still great. Thanks again, for the great job.

fredrikpersson
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where does the ctrl, trt1 came from ??

chitralalawat