Python Pandas (ai gen)
Authored by Marianne Davies
Computers
12th Grade
Used 5+ times
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10 questions
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1.
MULTIPLE CHOICE QUESTION
20 sec • 1 pt
What is the primary data structure in Pandas that is used to store and manipulate data?
Array
List
DataFrame
Dictionary
2.
MULTIPLE CHOICE QUESTION
20 sec • 1 pt
Which Pandas function is used to load a CSV file into a DataFrame?
pd.load_csv()
pd.read_csv()
pd.open_csv()
pd.import_csv()
3.
MULTIPLE CHOICE QUESTION
20 sec • 1 pt
Which method is used to display the first few rows of a DataFrame?
df.head()
df.first()
df.show()
df.top()
4.
MULTIPLE CHOICE QUESTION
20 sec • 1 pt
What is the Pandas function used to filter rows in a DataFrame based on a specific condition?
filter_rows()
select()
query()
filter()
5.
MULTIPLE CHOICE QUESTION
20 sec • 1 pt
Which function is used to calculate summary statistics for numerical columns in a DataFrame?
df.summary()
df.statistics()
describe()
summary_stats()
6.
MULTIPLE CHOICE QUESTION
20 sec • 1 pt
What method is used to replace missing values in a DataFrame with a specified value?
replace_null()
fill_na()
fill_missing()
replace_missing()
7.
MULTIPLE CHOICE QUESTION
20 sec • 1 pt
Which plot type is best suited for comparing the distribution of a numerical variable in a DataFrame?
Pie chart
Histogram
Line plot
Scatter plot
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