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EDA_FIB

Total questions: 20

Worksheet time: 10mins

Name
Class
Date
1.

Measure of relationship between variables?

(a)  

2.

Function to drop missing values?

(a)  

3.

The function df. (a)   in Pandas gives summary statistics of numerical columns.

4.

(a)   is a technique of reducing dimensionality by creating new features (like PCA).

5.

The function np. (a)   (0,1,5) generates 5 equally spaced numbers between 0 and 1.
(write the function name)

6.

The function (a)   is used to display the legend of the plot.
(give the function name without . and (), example: plt scatter)

7.

The function df.isnull().sum() is used to count the number of (a)   values in each column.

8.

To concatenate two DataFrames vertically, we use pd. (a)   ([df1, df2]).

9.

np.random. (a)   (3,3) generates a 3×3 matrix of random numbers between 0 and 1.

10.

To display multiple plots together, we use plt. (a)   ().

11.

The method df. (a)   () gives the count of unique values per column.
Answer:

12.

The term (a)   refers to data points that significantly deviate from others.

13.

The method df. (a)   () sorts a DataFrame by index instead of values.

(give the answer without underscore "_" )

14.

To check the data type of elements in a NumPy array, we use array. (a)   .

15.

The function np. (a)   (5) creates values from 0 up to but not including 5.

16.

The function np.mean(array, axis= (a)   ) computes mean along the columns.

17.

The function plt. (a)   () is used to set the label of the y axis.

18.

If the mean < median, the data distribution is said to be (a)   skewed.

19.

To replace specific values in a column, we use df['col']. (a)   (old, new).

20.

  • The attribute array. (a)   gives the total number of elements in the array.