Monday, December 23, 2024
Latest:

Questions & Answers

(Frequently asked questions)

Questions & Answers › Tag: Data Scientist
Filter:AllOpenResolvedClosedUnanswered
Which of the following are allowed values of the argument how of merge method?
AnsweredAdam asked 3 years ago • 
6633 views1 answers0 votes
Which argument is used to override the existing column names, while using concat method?
AnsweredAdam asked 3 years ago • 
4368 views1 answers0 votes
Which of the following argument is used to set the key to be used for merging two data frames?
AnsweredAdam asked 3 years ago • 
6346 views1 answers0 votes
What is the shape of d defined in below code? import pandas as pd s1 = pd.Series([0, 1, 2, 3]) s2 = pd.Series([0, 1, 2, 3]) s3 = pd.Series([0, 1, 4, 5]) d = pd.concat([s1, s2, s3], axis=1)
AnsweredAdam asked 3 years ago • 
5668 views1 answers-1 votes
Which of the following method is used to concatenate two or more data frames?
AnsweredAdam asked 3 years ago • 
3836 views1 answers0 votes
Which of the following argument is used to ignore the index while concatenating two data frames?
AnsweredAdam asked 3 years ago • 
4448 views1 answers0 votes
Consider a data frame df with 10 rows and index [ 'r1', 'r2', 'r3', 'row4', 'row5', 'row6', 'r7', 'r8', 'r9', 'row10']. What does the aggregate method shown in below code do? g = df.groupby(df.index.str.len()) g.aggregate({'A':len, 'B':np.sum})
AnsweredAdam asked 3 years ago • 
17511 views1 answers0 votes
Consider a data frame df with columns ['A', 'B', 'C', 'D'] and rows ['r1', 'r2', 'r3']. Which of the following expression filters the rows whose column B values are greater than 45?
AnsweredAdam asked 3 years ago • 
3147 views1 answers0 votes
Consider a data frame df with columns ['A', 'B', 'C', 'D'] and rows ['r1', 'r2', 'r3']. Which of the following expression filters the rows whose column B values are greater than 45 and column 'C' values are less than 30?
AnsweredAdam asked 3 years ago • 
17948 views1 answers0 votes
Consider a data frame df with columns ['A', 'B', 'C', 'D'] and rows ['r1', 'r2', 'r3']. What does the expression df[lambda x : x.index.str.endswith('3')] do?
AnsweredAdam asked 3 years ago • 
4355 views1 answers0 votes
Consider a data frame df with 10 rows and index [ 'r1', 'r2', 'r3', 'row4', 'row5', 'row6', 'r7', 'r8', 'r9', 'row10']. How many rows are obtained after executing the below expressions g = df.groupby(df.index.str.len()) g.filter(lambda x: len(x) > 1)
AnsweredAdam asked 3 years ago • 
3391 views1 answers0 votes
Which of the following method can be applied on a groupby object to get the group details?
AnsweredAdam asked 3 years ago • 
6750 views1 answers0 votes
Consider a data frame df with columns ['A', 'B', 'C', 'D'] and rows ['r1', 'r2', 'r3'], Which of the following expression is used to extract columns 'C' and 'D'?
AnsweredAdam asked 3 years ago • 
5052 views1 answers0 votes
Consider a data frame df with 10 rows and index [ 'r1', 'r2', 'r3', 'row4', 'row5', 'row6', 'r7', 'r8', 'r9', 'row10']. What does the expression g = df.groupby(df.index.str.len()) do?
AnsweredAdam asked 3 years ago • 
5320 views1 answers0 votes
What does the expression df.iloc[:, lambda x : [0,3]] do? Consider a data frame df with columns ['A', 'B', 'C', 'D'] and rows ['r1', 'r2', 'r3'].
AnsweredAdam asked 3 years ago • 
6760 views1 answers0 votes
Which of the following methods is used to group data of a data frame, based on specific columns?
AnsweredAdam asked 3 years ago • 
5838 views1 answers0 votes
Unrecognized datetime value is treated as _________.
AnsweredAdam asked 3 years ago • 
7410 views1 answers0 votes
Which of the following method is used to eliminate rows with null values?
AnsweredAdam asked 3 years ago • 
3068 views1 answers0 votes
Which of the following argument values are allowed for the method argument of fillna?
AnsweredAdam asked 3 years ago • 
5871 views1 answers0 votes
Which of the following methods is used to remove duplicates?
AnsweredAdam asked 3 years ago • 
5652 views1 answers0 votes
Which of the following method of pandas is used to check if each value is a null or not?
AnsweredAdam asked 3 years ago • 
3949 views1 answers0 votes
Which of the following method is used to fill null values with a default value?
AnsweredAdam asked 3 years ago • 
4644 views1 answers0 votes
By default, missing values in any data set are read as ________
AnsweredAdam asked 3 years ago • 
5024 views1 answers-1 votes
What is the length of DatetimeIndex object created with the below expression? pd.bdate_range('11-Sep-2017', '17-Sep-2017', freq='2D')
AnsweredAdam asked 3 years ago • 
11078 views1 answers-1 votes
What is the length of PeriodIndex object created from the expression pd.period_range('11-Sep-2017', '17-Sep-2017', freq='M')?
AnsweredAdam asked 3 years ago • 
6980 views1 answers-1 votes
Which of the following method is used to convert a list of dates like strings into datetime objects?
AnsweredAdam asked 3 years ago • 
5588 views1 answers0 votes
What does the expression d + pd.Timedelta('1 days 2 hours') do to DatetimeIndex object d, defined below? d = pd.date_range('11-Sep-2017', '17-Sep-2017', freq='2D')
AnsweredAdam asked 3 years ago • 
6915 views1 answers0 votes
What is the output of the following code? import pandas as pd d = pd.date_range('11-Sep-2017', '17-Sep-2017', freq='2D') len(d[d.isin(pd.to_datetime(['12-09-2017', '15-09-2017']))])
AnsweredAdam asked 3 years ago • 
7702 views1 answers-1 votes
What is the length of DatetimeIndex object created with the below expression? pd.date_range(’11-Sep-2017′, ’17-Sep-2017′, freq=’2D’)
AnsweredAdam asked 3 years ago • 
1856 views1 answers0 votes
Which of the following method is used to write a data frame data to an output CSV file?
AnsweredAdam asked 3 years ago • 
4272 views1 answers0 votes
12
Copyright © 2024 EASTER SCIENCE. All rights reserved.