wordcounter | to count words frequency in a text file with nltk | Natural Language Processing library

The code I found counts special characters as unique words, thus not giving me an accurate answer. How can I integrate a special character replacer or something of that kind into my existing code?

This is the sample output I am currently getting:

What I want it to be is " This = 1, is = 1, a = 1, Testing = 1, test = 2, How = 1, so = 1".

I'm currently trying to build a word carousel in Angular. The idea is to have an array with x elements that are changing every 3 seconds with a fade so that it don't looks hard. The problem is that I've just managed to show the fade animation on the initial page load but not on every word change.

This is my animation:

My Code is below

I am trying to adapt a character counter to a word counted but with a space split that quits allowing type at the limit. I am using it with an Elementor form textarea. It works all the way until you get to 50 words and then everything disappears except for 50 characters. Not sure what I am doing wrong and too new to javascript to see the issue myself. Any help appreciated.

I am learning how to create a program that reads a file in class. I can only get java to tell me the correct amount of words in the file and not the correct amount of lines. How can I get java to tell me the correct amount of lines and words in a file?

public class Reader { public static void main(String args[]) throws IOException {

I am new to Kafka and I'm building a starter project using the Twitter API as a data source. I have create a Producer which can query the Twitter API and sends the data to my kafka topic with string serializer for both key and value. My Kafka Stream Application reads this data and does a word count, but also grouping by the date of the tweet. This part is done through a KTable called wordCounts to make use of its upsert functionality. The structure of this KTable is:

Key: {word: exampleWord, date: exampleDate}, Value: numberOfOccurences

I then attempt to restructure the data in the KTable stream to a flat structure so I can later send it to a database. You can see this in the wordCountsStructured KStream object. This restructures the data to look like the structure below. The value is initially a JsonObject but i convert it to a string to match the Serdes which i set.

I am trying to wrap my head around how Keep works in Akka streams. Reading answers in What does Keep in akka stream mean, I understand that it helps to control we get the result from the left/right/both sides of the materializer. However, I still can't build an example were I can change the value of left/right and get different results.

For example,

1. I want to take count of words, as user types in the textarea
2. If he/she crosses more than 100 words he/she should not be allowed to type.
3. I need to dynamically display word count as he/she types

sample.component.ts

Ive been struggling with this a bit and haven't found anything good on the website. I'm trying to find the number of words in a textarea without split() (cuz it counts whitespaces and miscounts words in some situations) this is what i've tried :