Any help anyone can give me would be really appreciated! I've already scoured similar error messages, but none of the ones I found really answer my problem. I'm pretty stuck!

Here is what my arrays look like:

>>> X = np.array([[df.tran_cityname, df.tran_signupos, df.tran_signupchannel, df.tran_vmake, df.tran_vmodel, df.tran_vyear]])

>>> Y = np.array(df['completed_trip_status'].values.tolist())

>>> X
array([[[   1,    1,    2,    3,    1,    1,    1,    1,    1,    3,    1,
            3,    1,    1,    1,    1,    2,    1,    3,    1,    3,    3,
            2,    3,    3,    1,    1,    1,    1],
        [   0,    5,    5,    1,    1,    1,    2,    2,    0,    2,    2,
            3,    1,    2,    5,    5,    2,    1,    2,    2,    2,    2,
            2,    4,    3,    5,    1,    0,    1],
        [   2,    2,    1,    3,    3,    3,    2,    3,    3,    2,    3,
            2,    3,    2,    2,    3,    2,    2,    1,    1,    2,    1,
            2,    2,    1,    2,    3,    1,    1],
        [   0,    0,    0,   42,   17,    8,   42,    0,    0,    0,   22,
            0,   22,    0,    0,   42,    0,    0,    0,    0,   11,    0,
            0,    0,    0,    0,   28,   17,   18],
        [   0,    0,    0,   70,  291,   88,  234,    0,    0,    0,  222,
            0,  222,    0,    0,  234,    0,    0,    0,    0,   89,    0,
            0,    0,    0,    0,   40,  291,  131],
        [   0,    0,    0, 2016, 2016, 2006, 2014,    0,    0,    0, 2015,
            0, 2015,    0,    0, 2015,    0,    0,    0,    0, 2015,    0,
            0,    0,    0,    0, 2016, 2016, 2010]]])

>>> Y
array(['NO', 'NO', 'NO', 'YES', 'NO', 'NO', 'YES', 'NO', 'NO', 'NO', 'NO',
       'NO', 'YES', 'NO', 'NO', 'YES', 'NO', 'NO', 'NO', 'NO', 'NO', 'NO',
       'NO', 'NO', 'NO', 'NO', 'NO', 'NO', 'NO'], 
      dtype='|S3')

>>> X_train, X_test, Y_train, Y_test = train_test_split(X, Y, test_size=0.3)

Traceback (most recent call last):

  File "<stdin>", line 1, in <module>
  File "/Library/Python/2.7/site-packages/sklearn/cross_validation.py", line 2039, in train_test_split
    arrays = indexable(*arrays)
  File "/Library/Python/2.7/site-packages/sklearn/utils/validation.py", line 206, in indexable
    check_consistent_length(*result)
  File "/Library/Python/2.7/site-packages/sklearn/utils/validation.py", line 181, in check_consistent_length
    " samples: %r" % [int(l) for l in lengths])

ValueError: Found input variables with inconsistent numbers of samples: [1, 29]

Here is what my arrays look like:

>>> X = np.array([[df.tran_cityname, df.tran_signupos, df.tran_signupchannel, df.tran_vmake, df.tran_vmodel, df.tran_vyear]])

>>> Y = np.array(df['completed_trip_status'].values.tolist())

>>> X
array([[[   1,    1,    2,    3,    1,    1,    1,    1,    1,    3,    1,
            3,    1,    1,    1,    1,    2,    1,    3,    1,    3,    3,
            2,    3,    3,    1,    1,    1,    1],
        [   0,    5,    5,    1,    1,    1,    2,    2,    0,    2,    2,
            3,    1,    2,    5,    5,    2,    1,    2,    2,    2,    2,
            2,    4,    3,    5,    1,    0,    1],
        [   2,    2,    1,    3,    3,    3,    2,    3,    3,    2,    3,
            2,    3,    2,    2,    3,    2,    2,    1,    1,    2,    1,
            2,    2,    1,    2,    3,    1,    1],
        [   0,    0,    0,   42,   17,    8,   42,    0,    0,    0,   22,
            0,   22,    0,    0,   42,    0,    0,    0,    0,   11,    0,
            0,    0,    0,    0,   28,   17,   18],
        [   0,    0,    0,   70,  291,   88,  234,    0,    0,    0,  222,
            0,  222,    0,    0,  234,    0,    0,    0,    0,   89,    0,
            0,    0,    0,    0,   40,  291,  131],
        [   0,    0,    0, 2016, 2016, 2006, 2014,    0,    0,    0, 2015,
            0, 2015,    0,    0, 2015,    0,    0,    0,    0, 2015,    0,
            0,    0,    0,    0, 2016, 2016, 2010]]])

>>> Y
array(['NO', 'NO', 'NO', 'YES', 'NO', 'NO', 'YES', 'NO', 'NO', 'NO', 'NO',
       'NO', 'YES', 'NO', 'NO', 'YES', 'NO', 'NO', 'NO', 'NO', 'NO', 'NO',
       'NO', 'NO', 'NO', 'NO', 'NO', 'NO', 'NO'], 
      dtype='|S3')

>>> X_train, X_test, Y_train, Y_test = train_test_split(X, Y, test_size=0.3)

Traceback (most recent call last):

  File "<stdin>", line 1, in <module>
  File "/Library/Python/2.7/site-packages/sklearn/cross_validation.py", line

2039, in train_test_split arrays = indexable(*arrays) File "/Library/Python/2.7/site-packages/sklearn/utils/validation.py", line 206, in indexable check_consistent_length(*result) File "/Library/Python/2.7/site-packages/sklearn/utils/validation.py", line 181, in check_consistent_length " samples: %r" % [int(l) for l in lengths])

ValueError: Found input variables with inconsistent numbers of samples: [1, 29]