Count words using python

Python Count Words in File

In this Python tutorial, we will learn about Python Count Words in File. Here we assume the file as a simple Text file (.txt). Also, we will cover these topics.

• Python Count Words in File
• Python Count Specific Words in File
• Python Count Words in Multiple Files
• Python Count Unique Words Files
• Python Count Words in Excel File
• Python Count Unique Words in Text File
• Python Program to Count Number of Words in File
• Python Count Word Frequency in a File
• Python Word Count CSV File

Python Count Words in File

In this section, we will learn about python count words in file. In other words, we will learn to count the total number of words from a text file using Python.

• The entire process is divided into three simple steps:
  • open a text file in read only mode
  • read the information of file
  • split the sentences into words and find the len.

  Source Code:

  Here is the source code to implement the Python Count Words in a File.

  file = open('file.txt', 'r') read_data = file.read() per_word = read_data.split() print('Total Words:', len(per_word))

  Here is the output of counting words in a file using Python. In this output, the text file we have used has 221 words.

  

  Python Count Specific Words in File

  In this section, we will learn about Python Count Specific Words in File. The user will provide any word and our program will display the total occurrence of that word.

  • Occurrence of specific word can be counted in 5 simple steps:
    • Ask for user input
    • Open the file in read only mode
    • Read the data of the file
    • convert the data in lower case and count the occurrence of specific word
    • Print the count

    Source Code

    Here is the complete source code to perform python count specific words in a file.

    # asking for user input search_word_count = input('Enter the word: ') # opening text file in read only mode file = open("file.txt", "r") # reading data of the file read_data = file.read() # converting data in lower case and the counting the occurrence word_count = read_data.lower().count(search_word_count) # printing word and it's count print(f"The word '' appeared times.") 

    Here is the output of Python Count Specific Word in a File. In this output, we searched for the word ‘the’ in a text file. The result showed that ‘the’ has appeared 4 times in a text file.

    

    Python Count Words in Multiple Files

    In this section, we will learn about Python Count Words in Multiple Files. We have three text files that we are going to use and we will count words from all of these files.

    • Counting words from multiple files can be done in five easy steps:
      • import glob module in Python
      • create an empty list to store text files and a counter with 0 as default value.
      • start a loop, recognize the text file using glob and add it to emty list we created in previous step.
      • start another loop on that empty list, total number of files will decide the number of times loop will run. Each time loop runs a file is opened, read, splitted in words and then length of total words in added to words variable.
      • In the end print the word variable with descriptive message.

      for file in glob.glob("*.txt"): txt_files.append(file)

      • In this code, we have started a loop and glob is used to scan all the files with .txt extension.
      • each file is added to an empty list. So everytime loop runs a filename from the current folder having txt extension is added to an empty list.

      for f in txt_files: file = open(f, "r") read_data = file.read() per_word = read_data.split() words += len(per_word)

      • In this code we have started a loop on the empty list because not that empty list has all the text files in it.
      • Each time loop runs a file is opened, read, all the sentences are splitted in words and total count of words are added to a variable.
      • In this way lets say file one has 20 words and file two has 30 then the words variable will show 50 (20+30) words in the end of the loop.
      • print(‘Total Words:’,words) total words are printed with descriptive message.

      Source Code:

      Here is the source code to implement Python Count Words in Multiple Files.

      import glob # empty list and variable txt_files = [] words = 0 # loop to add text files to a list for file in glob.glob("*.txt"): txt_files.append(file) # loop to read, split and count word of each file for f in txt_files: file = open(f, "r") read_data = file.read() per_word = read_data.split() words += len(per_word) # print total words in multiple files print('Total Words:',words)

      Here is the output of the above source code to implement Python Count Words in Multiple Files.

      

      Python Count Unique Words in a File

      In this section, we will learn about Python Count Unique Words in a File. The python program will check the occurrences of each word in a text file and then it will count only unique words in a file.

      • Using Python we can count unique words from a file in six simple steps:
        • create a counter and assign default value as zero
        • open a file in read only mode.
        • read the data of file
        • split the data in words and store it in a set
        • start a for loop and keep on incrementing the counter with each word.
        • Ultimately, print the counter

        Source Code:

        Here is the source code for implementing Python Count Unique Words in a File.

        count = 0 file = open("names.txt", "r") read_data = file.read() words = set(read_data.split()) for word in words: count += 1 print('Total Unique Words:', count)

        Here is the output of a program to count unique words in a file using Python. In this output, we have read a file and it has 85 unique words in it.

        

        Python Count Words in Excel File

        In this section, we will learn about Python Count Words in Excel File.

        • The best way to count words in excel files using python is by using Pandas module in python.
        • you need to install pandas on your device

        # anaconda conda install pandas # pip pip install pandas

        • Using df.count() method in pandas we can count the total number of words in a file with columns.
        • Using df.count().sum() we can get the final value of total words in a file.
        • Here is the implementation on Jupyter Notebook.

        Python Count Unique Words in Text File

        n this section, we will learn about Python Count Unique Words in a File. The python program will check the occurrences of each word in a text file and then it will count only unique words in a file.

        • Using Python we can count unique words from a file in six simple steps:
          • create a counter and assign default value as zero
          • open a file in read only mode.
          • read the data of file
          • split the data in words and store it in a set
          • start a for loop and keep on incrementing the counter with each word.
          • Ultimately, print the counter

          Source Code:

          Here is the source code to implement Python Count Unique Words in Text File.

          count = 0 file = open("names.txt", "r") read_data = file.read() words = set(read_data.split()) for word in words: count += 1 print('Total Unique Words:', count)

          Here is the output of a program to count unique words in a file using Python. In this output, we have read a file and it has 85 unique words in it.

          

          Python Program to Count Number of Words in File

          In this section, we will learn about python count words in files. In other words, we will learn to count the total number of words from a text file using Python.

          • The entire process is divided into three simple steps:
            • open a text file in read only mode
            • read the information of file
            • split the sentences into words and find the len.

            Source Code:

            Here is the source code to implement the Python Count Words in a File.

            file = open("file.txt", "r") read_data = file.read() per_word = read_data.split() print('Total Words:', len(per_word))

            Here is the output of counting words in a file using Python. In this output, the text file we have used has 221 words.

            

            Python Count Word Frequency in a File

            In this section, we will learn about Python Count Word Frequency in a File. In other words, we will count the number of times a word appeared in the file.

            • Frequency of each word can be counted in 3 simple steps in Python.
              • Import counter from collections module in python.
              • create a function that accepts filename, inside the function open the file, read the data and split sentences to words. and keep all of these inside the counter method.
              • call the function and print it with descriptive message.

              Source Code:

              Here is the source code to implement Python Count Word Frequency in a File.

              from collections import Counter def count_word(file_name): with open(file_name) as f: return Counter(f.read().split()) print("Frequency :",count_word("names.txt")) 

              In this output, each word is displayed with their total occurrences in Python.

              

              Python Word Count CSV File

              In this section, we will learn about Python Word Count in CSV files.

              • The best way to count words in excel files using python is by using Pandas module in python.
              • you need to install pandas on your device.

              # anaconda conda install pandas # pip pip install pandas

              • df.count() method in pandas we can count the total number of words in a file with columns.
              • Using df.count().sum() we can get the final value of total words in a file.
              • Here is the implementation on Jupyter Notebook.

              You may also like to read the following articles.

              In this tutorial, we have learned about Python Count Words in File. Also, we have covered these topics.

              • Python Count Words in File
              • Python Count Specific Words in File
              • Python Count Words in Multiple Files
              • Python Count Unique Words Files
              • Python Count Words in Excel File
              • Python Count Unique Words in Text File
              • Python Program to Count Number of Words in File
              • Python Count Word Frequency in a File
              • Python Word Count CSV File

              I am Bijay Kumar, a Microsoft MVP in SharePoint. Apart from SharePoint, I started working on Python, Machine learning, and artificial intelligence for the last 5 years. During this time I got expertise in various Python libraries also like Tkinter, Pandas, NumPy, Turtle, Django, Matplotlib, Tensorflow, Scipy, Scikit-Learn, etc… for various clients in the United States, Canada, the United Kingdom, Australia, New Zealand, etc. Check out my profile.

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