How to create a wordlist using textblob

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by vsasikalabe dot icon Updated: Oct 26, 2023

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We can create a list by writing all the elements inside square brackets []. We can separate the elements by commas. We can add many numbers of elements.

We can generate the Python Lists using the built-in list() method. Python has an interactive interpreter. It helps us enter statements and expressions at the interpreter prompt. A Python module is a collection of variables and functions. 

Using the sorted(list) function, we can sort the elements easily. It uses a list and returns a new list in sorted order. We can easily load the collection of text files with the help of NLTK. The Python function creates a name with a particular block of code for re-using the code as necessary.  

We can exclude the provisional API from the standard libraries backward. We can create all the possible words from a list for a given length. We define a function using the keyword def with the function name and any input parameters with the body. We can also assign a tuple to an identically sized tuple of variable names. It assigns all the corresponding values. 

The join() function splits the elements by character and with the specified delimiter. We can index the list items which have a corresponding index. A simple way to process all or part of the elements in an iterable is to return to a dictionary with the results.   

It helps include unescaped single and double quotes within a string. It can span multiple lines without the use of the character. It is useful when writing docstrings. If an object has a hash value, it is hashable. It never changes during its lifetime. 

The statement covers the execution of a block of code within methods. The join function can convert the lists into a string. It contains only string as its elements. If we pass an iterable object as an argument to the function, it returns an iterator for the object.   

We can use the lambda function to concatenate the elements of the list into a string. Lists help save many items in a single variable. A global variable process is simple. So that we can easily modify a global variable using the global keyword. We can build TextBlob on the shoulders of NLTK and Pattern. An advantage of Textblob is that it is easy to learn. Also, it gives features Such as sentiment analysis, pos-tagging, and noun phrase extraction. This library helps perform NLP tasks. 

TextBlob is a Python library for accessing textual data. It provides a simple API. This helps with part-of-speech tagging, noun phrase extraction, sentiment analysis, classification, and translation. TextBlob is quick and simple to implement and use. It is faster than NLTK.   

Preview of the output that you will get on running this code from your IDE.


In this solution, we used the Textblob library.


Follow the steps carefully to get the output easily.

  1. Download and Install the PyCharm Community Edition on your computer.
  2. Open the terminal and install the required libraries with the following commands.
  3. Install Textblob - pip install textblob.
  4. Create a new Python file on your IDE.
  5. Copy the snippet using the 'copy' button and paste it into your python file.
  6. Write words within the brackets in line no 2.
  7. Write print in line no 3.
  8. Run the current file to generate the output.

I hope you found this useful. I have added the link to dependent libraries, and version information in the following sections.

I found this code snippet by searching for ' How can I find the Word List or dictionary with Polarity Score of TextBlob?' in Kandi. You can try any such use case!

Environment Tested

I tested this solution in the following versions. Be mindful of changes when working with other versions.

  1. The solution is created in PyCharm 2022.3.
  2. The solution is tested on Python 3.11.1
  3. Textblob version- 0.17.1

Using this solution, we are able to create a wordlist using textblob with simple steps. This process also facilitates an easy-way-to use hassle-free method to create a hands-on working version of code which would help us to create a wordlist using textblob.

Dependent Libraries

TextBlobby sloria

Python doticonstar image 8597 doticonVersion:0.7.0doticon
License: Permissive (MIT)

Simple, Pythonic, text processing--Sentiment analysis, part-of-speech tagging, noun phrase extraction, translation, and more.


            TextBlobby sloria

            Python doticon star image 8597 doticonVersion:0.7.0doticon License: Permissive (MIT)

            Simple, Pythonic, text processing--Sentiment analysis, part-of-speech tagging, noun phrase extraction, translation, and more.

                      If you do not have the Textblob library that is required to run this code, you can install it by clicking on the above link.

                      You can search for any dependent library on Kandi like TextBlob.


                      1. What is List Comprehension in Python, and how do I use it?   

                      List comprehension comes with a shorter syntax. This helps when you want to create a new list based on the values of an existing list. We can write the list comprehensions with opening and closing square brackets []. This comes with the expression or operation. So that we can perform and carry out each value inside the current iterable. The results of this expression give the new list.   

                      2. How can I generate a Wordlist using Python Tutorial?   

                      In this example, we are generating a Wordlist using the Textblob library. First, we must install and import Textblob. Next, declare words within the brackets. The print statement with ex.words will display the wordlist in a given length.   

                      Using the split() Python method, we can convert a string to a list. The split() method divides a string into a list. 


                      3. What are the advantages of using a List Function to create a simple list?   

                      • Dynamic Size: Lists in Python are dynamic. It can increase or reduce in size during runtime. We can add or remove elements without specifying the size before. This makes lists very flexible for handling many elements.   
                      • Mutable: Lists are mutable. We can modify their elements. Also, we can change, add, or remove items in a list.   
                      • Versatility: Lists have elements of different data types. It may be integers, strings, objects, or even lists within a single list.   
                      • Rich in Built-in Functions: Lists have a variety of built-in functions. The methods for manipulation, such as append(), extend(), remove(), pop(), and more.   
                      • Ease of Use: Lists are easy to create and manipulate the elements.  


                      4. Is there an easy way to read text files into Python functions?   

                      Yes, it is easy to read text files into functions.   

                      read(): This function reads the entire file. So, it returns a string.   

                      readline(): This function reads lines from that file. So, it returns as a string.   

                      readlines(): This function returns a list (each element is a single line of that file).   


                      5. Are there any drawbacks to List Comprehension in Python programming language?   

                      • It is more difficult to read the expressions, and conditions become complex.  
                      • It has a single line of code. So, debugging list comprehension can be difficult. If you find an error, it may take time to clear.   
                      • A large dataset process can consume much memory. It creates a new list in memory.   
                      • This helps create lists, not for other data structures like sets or dictionaries.   
                      • Sometimes, it is less responsible than other methods, such as using a loop.  


                      6. What is the most efficient way to use Python functions to create lists from text files?   

                      Python has an efficient way of creating Lists. It is placing the sequence inside the square brackets[]. A list doesn't need a built-in function for creating a list. 


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