Assume you have the Pandas DataFrame data, with the following contents: our_columns_name column_A column_B column_C column_D column_E our_index_name                                                    row_name_0               9        93        71    Hello       102 row_name_1              28        64        37       my       ...

90.2K

Verified Solution

Question

Programming

Assume you have the Pandas DataFrame data, with the followingcontents:

our_columns_name column_A column_B column_C column_Dcolumn_E

our_index_name                                                   

row_name_0              9       93       71    Hello      102

row_name_1             28       64       37      my        92

row_name_2             13       91       93     name      104

row_name_3             45       29       54       is       74

row_name_4              0       36        31   Jason        36

Each column has a dtype (data type). Which of the followingcould be set of dtypes for this DataFrame?

Hint 1: None of the numeric values shows a decimal point. (Afloat shows a decimal point, while an int does not. For example, 3.is a float, while 3 is an int.)

Hint 2: A column that has strings has a dtype of object, notstr.

You can create the DataFrame above with this code:

data = pd.DataFrame({'column_A': {'row_name_0': 9,

'row_name_1': 28,

'row_name_2': 13,

'row_name_3': 45,

'row_name_4': 0},

'column_B': {'row_name_0': 93,

'row_name_1': 64,

'row_name_2': 91,

'row_name_3': 29,

'row_name_4': 36},

'column_C': {'row_name_0': 71,

'row_name_1': 37,

'row_name_2': 93,

'row_name_3': 54,

'row_name_4': 31},

'column_D': {'row_name_0': 'Hello',

'row_name_1': 'my',

'row_name_2': 'name',

'row_name_3': 'is',

'row_name_4': 'Jason'},

'column_E': {'row_name_0': 102,

'row_name_1': 92,

'row_name_2': 104,

'row_name_3': 74,

'row_name_4': 36}})

  • A.

    column_A     int64

    column_B   float64

    column_C   float64

    column_D    object

    column_E     int64

  • B.

    column_A     int64

    column_B     int32

    column_C     int32

    column_D    int64

    column_E     int64

  • C.

    column_A     int64

    column_B     int64

    column_C     int64

    column_D    object

    column_E     int64

Answer & Explanation Solved by verified expert
4.4 Ratings (661 Votes)
option c is correct which iscolumnA int64columnB int64columnC int64columnD objectcolumnE int64source code in    See Answer
Get Answers to Unlimited Questions

Join us to gain access to millions of questions and expert answers. Enjoy exclusive benefits tailored just for you!

Membership Benefits:
  • Unlimited Question Access with detailed Answers
  • Zin AI - 3 Million Words
  • 10 Dall-E 3 Images
  • 20 Plot Generations
  • Conversation with Dialogue Memory
  • No Ads, Ever!
  • Access to Our Best AI Platform: Flex AI - Your personal assistant for all your inquiries!
Become a Member

Other questions asked by students