ValueError: Found input variables with inconsistent numbers of samples: [5, 11623]

Question

X=latest_df[[\'open\', \'high\', \'low\', \'volume\', \'market\']]

y=latest_df[\'close\']

y = np.where(df[\'close\'].shift(-1) > df[\'close\'], 1, -1)

X