in python, i am using pandas to read a csv file when its working fine tho with other functions but facing an error while using a line

Question

i imported panda as pd

   dataset = pd.read_csv('C:\Users\Adminis....')

   dataset.plot(x='tempmin', y='tempmax', style='o')
   pit.show()
   
   pit.figure(figsize=(15,10)) #these are working fine
   pit.tight_layout()
   seaborninstance.distplot(dataset['tempmax'])
   pit.show()
   but i am getting in trouble while using this
   x = dataset['tempmin'].values.reshape(-1,-1)
   y = dataset['tempmax'].values.reshape(-1,-1)

   x = dataset['tempmin'].values.reshape(-1,-1)
        ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
   ValueError: can only specify one unknown dimension

i was expecting to use this to train my algo but i am stuck on a variable??

Asked By: pinocchi's dev

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Source

Answer 1

Only one dimension size can be unspecified in reshape function. I guess you want to convert the dataframe columns to column vectors to feed into some training module, then you need to reshape to (-1, 1) not (-1, -1), i.e.

   x = dataset['tempmin'].values.reshape(-1, 1)
   y = dataset['tempmax'].values.reshape(-1, 1)

Answered By: BookSword

in python, i am using pandas to read a csv file when its working fine tho with other functions but facing an error while using a line

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