pct_change
percent_change
per_change
none of the mentioned
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Data analysis with python
2. Which of the following list-like data structure is used for managing a dynamic collection of SparseArrays?
SparseList
GeoList
SparseSeries
All of the mentioned
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3. Which of the following object you get after reading CSV file?
DataFrame
Character Vector
Panel
All of the mentioned
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Detailed SolutionWhich of the following object you get after reading CSV file?
4. What Python function is used to perform element-wise mathematical operations on Numpy arrays?
describe()
plt.plot()
df.apply()
np.add()
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5. All values of categorical data are either in categories or np.nan.
TRUE
nan
nan
nan
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Detailed SolutionAll values of categorical data are either in categories or np.nan.
6. Point out the wrong statement.
min, max, idxmin, idxmax operations are supported on Series
You cannot pass a timedelta to get a particular value
Division by the numpy scalar is true division
None of the mentioned
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7. Which Python library is commonly used for data preprocessing tasks, such as feature scaling and transformation in machine learning?
Matplotlib
Numpy
Scikit-learn
Pandas
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8. Numeric reduction operation for timedelta64[ns] will return . . . . . . . . objects.
Timeseries
Timeplus
Timedelta
None of the mentioned
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9. In Python, which library is often used for deep learning tasks, including neural network construction and training, with a focus on simplicity and flexibility?
Numpy
Keras
TensorFlow
Numpy
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10. In Pandas, what method is used to calculate summary statistics for numerical columns in a DataFrame?
groupby()
value_counts()
describe()
reshape()
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