home/categories/data-engineering/ecnu-icalk-autoskill-skillbank-convskill-english-gpt3-5-8-glm4-7-nlp-text-analysis-and-tf-idf-calculation-skill-md
data-engineeringdata-ai
nlp-text-analysis-and-tf-idf-calculation
Perform a specific NLP pipeline including normalization, POS tagging, NER, tokenization, and lemmatization, followed by a strict TF-IDF calculation using the log(N/df) formula with detailed tabular outputs.
maintainer
ECNU-ICALK
Updated 3/13/2026
Stars
304
Forks
34
quick start
Installation and usage
Perform a specific NLP pipeline including normalization, POS tagging, NER, tokenization, and lemmatization, followed by a strict TF-IDF calculation using the log(N/df) formula with detailed tabular outputs.
Installation
$ install --globalskills.sh
Usage
Once installed, you can use this skill by running the following command in your terminal:
skills use nlp-text-analysis-and-tf-idf-calculation