Course Content
String Manipulation in Python
String Manipulation in Python
Trimming
As data scientists, we may face some numerical data represented in string format. For example, birth year in format 1991 yr., or weight in format 142 lbs, etc. These units make applying math functions (like mean) impossible.
Fortunately, Python can solve the problem. There is a built-in .strip method that returns a copy of the string by removing both the leading and the trailing characters. If we want to remove elements only on the left side, use .lstrip, and rstrip for symbols on the right side. All these functions by default will remove all the possible space characters.
If we want to delete certain characters, we can set them as an argument in the function. These characters should be written consecutively in one string. For example,
print("148 lbs".strip(' lbs')) print("AB string AB".lstrip('AB '))
These methods work the next way: they try to find at least one of the symbols (specified in argument) on the respective side (left for .lstrip, right for .rstrip, and on both sides for .strip) and remove it until no symbol will be found.
Task
Given list of strings ages containing strings in format ___ y/o. You need to iterate over the list, removing ' y/o' endings, convert each element to an integer type, and calculate the mean.
Do not worry if you are not familiar with some pieces of code.
Task
Given list of strings ages containing strings in format ___ y/o. You need to iterate over the list, removing ' y/o' endings, convert each element to an integer type, and calculate the mean.
Do not worry if you are not familiar with some pieces of code.
Note
It's impossible to calculate the mean for the original list since its elements can't be recognized as numbers.
Switch to desktop for real-world practiceContinue from where you are using one of the options belowEverything was clear?
Trimming
As data scientists, we may face some numerical data represented in string format. For example, birth year in format 1991 yr., or weight in format 142 lbs, etc. These units make applying math functions (like mean) impossible.
Fortunately, Python can solve the problem. There is a built-in .strip method that returns a copy of the string by removing both the leading and the trailing characters. If we want to remove elements only on the left side, use .lstrip, and rstrip for symbols on the right side. All these functions by default will remove all the possible space characters.
If we want to delete certain characters, we can set them as an argument in the function. These characters should be written consecutively in one string. For example,
print("148 lbs".strip(' lbs')) print("AB string AB".lstrip('AB '))
These methods work the next way: they try to find at least one of the symbols (specified in argument) on the respective side (left for .lstrip, right for .rstrip, and on both sides for .strip) and remove it until no symbol will be found.
Task
Given list of strings ages containing strings in format ___ y/o. You need to iterate over the list, removing ' y/o' endings, convert each element to an integer type, and calculate the mean.
Do not worry if you are not familiar with some pieces of code.
Task
Given list of strings ages containing strings in format ___ y/o. You need to iterate over the list, removing ' y/o' endings, convert each element to an integer type, and calculate the mean.
Do not worry if you are not familiar with some pieces of code.
Note
It's impossible to calculate the mean for the original list since its elements can't be recognized as numbers.
Switch to desktop for real-world practiceContinue from where you are using one of the options belowEverything was clear?
Trimming
As data scientists, we may face some numerical data represented in string format. For example, birth year in format 1991 yr., or weight in format 142 lbs, etc. These units make applying math functions (like mean) impossible.
Fortunately, Python can solve the problem. There is a built-in .strip method that returns a copy of the string by removing both the leading and the trailing characters. If we want to remove elements only on the left side, use .lstrip, and rstrip for symbols on the right side. All these functions by default will remove all the possible space characters.
If we want to delete certain characters, we can set them as an argument in the function. These characters should be written consecutively in one string. For example,
print("148 lbs".strip(' lbs')) print("AB string AB".lstrip('AB '))
These methods work the next way: they try to find at least one of the symbols (specified in argument) on the respective side (left for .lstrip, right for .rstrip, and on both sides for .strip) and remove it until no symbol will be found.
Task
Given list of strings ages containing strings in format ___ y/o. You need to iterate over the list, removing ' y/o' endings, convert each element to an integer type, and calculate the mean.
Do not worry if you are not familiar with some pieces of code.
Task
Given list of strings ages containing strings in format ___ y/o. You need to iterate over the list, removing ' y/o' endings, convert each element to an integer type, and calculate the mean.
Do not worry if you are not familiar with some pieces of code.
Note
It's impossible to calculate the mean for the original list since its elements can't be recognized as numbers.
Switch to desktop for real-world practiceContinue from where you are using one of the options belowEverything was clear?
As data scientists, we may face some numerical data represented in string format. For example, birth year in format 1991 yr., or weight in format 142 lbs, etc. These units make applying math functions (like mean) impossible.
Fortunately, Python can solve the problem. There is a built-in .strip method that returns a copy of the string by removing both the leading and the trailing characters. If we want to remove elements only on the left side, use .lstrip, and rstrip for symbols on the right side. All these functions by default will remove all the possible space characters.
If we want to delete certain characters, we can set them as an argument in the function. These characters should be written consecutively in one string. For example,
print("148 lbs".strip(' lbs')) print("AB string AB".lstrip('AB '))
These methods work the next way: they try to find at least one of the symbols (specified in argument) on the respective side (left for .lstrip, right for .rstrip, and on both sides for .strip) and remove it until no symbol will be found.
Task
Given list of strings ages containing strings in format ___ y/o. You need to iterate over the list, removing ' y/o' endings, convert each element to an integer type, and calculate the mean.
Do not worry if you are not familiar with some pieces of code.
Note
It's impossible to calculate the mean for the original list since its elements can't be recognized as numbers.
Switch to desktop for real-world practiceContinue from where you are using one of the options belowSwitch to desktop for real-world practiceContinue from where you are using one of the options below