The Text Analysis Tool is a FREE web-based application designed to provide insightful analysis of textual data. Leveraging several natural language processing (NLP) techniques, this tool helps users better understand their text by identifying the most significant words, phrases, and entities. It also highlights the grammatical roles and frequency of different parts of speech within the text.
Text Analysis Tool Features
- Preprocessing: The tool processes the input text to normalize it by converting it to lowercase, removing stopwords, and filtering out numerical values.
- N-grams Generation: It creates unigrams, bigrams, and trigrams to analyze the occurrence of individual words, pairs of words, and triplets of words, respectively.
- TF-IDF Calculation: The tool calculates the Term Frequency-Inverse Document Frequency (TF-IDF) scores to determine the importance of words within the text.
- Part-of-Speech (POS) Tagging: It identifies verbs and nouns within the text to highlight their significance and frequency.
- Named Entity Recognition (NER): The tool detects and extracts proper nouns or named entities from the text, such as names of people, organizations, or locations.
- Top N Analysis: It presents the top 10 most frequent or significant unigrams, bigrams, trigrams, verbs, nouns, and named entities.
How to Use the Text Analysis Tool
- Input Text: Enter the text you wish to analyze in the provided text area.
- Analyze: Click the “Analyze Text” button to start the analysis process.
- View Results: The results are displayed in tables, showing the top unigrams, bigrams, trigrams, TF-IDF scores, verbs, nouns, and named entities, along with their respective frequencies or scores.
The Text Analysis Tool Application
This FREE NLP tool is ideal for writers, researchers, data analysts, and anyone interested in gaining insights from textual data. Whether you are analyzing a document, an article, or a set of notes, the Text Analysis Tool can help you identify key patterns and significant elements within your text.
{Language is the dress of thought. – Samuel Johnson|The limits of my language mean the limits of my world. – Ludwig Wittgenstein|To effectively communicate, we must realize that we are all different in the way we perceive the world. – Tony Robbins|Words are, of course, the most powerful drug used by mankind. – Rudyard Kipling|The great enemy of clear language is insincerity. – George Orwell|Language exerts hidden power, like the moon on the tides. – Rita Mae Brown|Language is the road map of a culture. – Rita Mae Brown|Words are the source of misunderstandings. – Antoine de Saint-Exupéry|A different language is a different vision of life. – Federico Fellini|Precision of language leads to precision in thought. – Anonymous|Language shapes the way we think, and determines what we can think about. – Benjamin Lee Whorf|The more languages you know, the more you are human. – Tomáš Garrigue Masaryk|To have another language is to possess a second soul. – Charlemagne|Language is the blood of the soul into which thoughts run and out of which they grow. – Oliver Wendell Holmes|The art of communication is the language of leadership. – James Humes|Language is wine upon the lips. – Virginia Woolf|A man with a scant vocabulary will almost certainly be a weak thinker. – Henry Hazlitt|Language is the most massive and inclusive art we know, a mountainous and anonymous work of unconscious generations. – Edward Sapir|We don’t see things as they are, we see them as we are. – Anaïs Nin|The single biggest problem in communication is the illusion that it has taken place. – George Bernard Shaw}