How to Remove Numbers from Text Using Python

Python

Here we remove the zeros and threes from the string variable text.

To do this we first create a mapping using maketrans that declares any values in string.digits (which is the the digits from 0 to 9) should be removed.

We then apply the mapping to our text variable using the translate function.

 1|  import string
 2|  
 3|  text = '000This text33 has some numbers'
 4|  
 5|  mapping = str.maketrans('', '', string.digits)
 6|  text = text.translate(mapping)
 7|  
 8|  >> 'This text has some numbers'
analyseup
Nlp | String | Translate
Did you find this snippet useful?

Sign up for free to to add this to your code library

Remove Stop Words from Text in DataFrame Column
Python

Pandas | Nltk | Nlp

149
LightGBM Custom Loss Function
Python

LightGBM | Loss function

132
Tuning XGBoost Hyperparameters with Grid Search
Python

XGBoost | Tuning

127
How to Convert DataFrame Values Into Percentages
Python

Lambda | Percentages | Pipe

119
How to Scale Data Using Standard Scaler But Keep Column Names
Python

Scaler | Standard

92
LightGBM Hyperparameter Tuning with GridSearch
Python

Python | LightGBM | Hyperparameter tuning | Gridsearch

91
Calculating Root Mean Squared Error (RMSE) with Sklearn and Python
Python

Rmse

86
Dynamically Create Columns in Pandas Dataframe
Python

Pandas | Columns

68
How to Train a Catboost Classifier with GridSearch Hyperparameter Tuning
Python

Catboost | Hyperparameter tuning

68
Overwriting a Python Logging File Instead of Appending
Python

Logging

65