Getting Started with Sentiment Analysis using Python
📰 Hugging Face Blog
Learn sentiment analysis using Python with pre-trained models and building custom models
Action Steps
- Use pre-trained sentiment analysis models with Python
- Build a custom sentiment analysis model by fine-tuning a pre-trained model
- Analyze tweets with sentiment analysis and Python
Who Needs to Know This
Data scientists and machine learning engineers can benefit from this tutorial to analyze customer sentiment and improve business decisions
Key Insight
💡 Sentiment analysis can be performed using pre-trained models or custom models built with Python
Share This
🤖 Analyze customer sentiment with Python! #sentimentanalysis #python
Key Takeaways
Learn sentiment analysis using Python with pre-trained models and building custom models
Full Article
Published Time: 2022-02-02T00:00:00.054Z
# Getting Started with Sentiment Analysis using Python
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# [](https://huggingface.co/blog/sentiment-analysis-python#getting-started-with-sentiment-analysis-using-python) Getting Started with Sentiment Analysis using Python
Published February 2, 2022
[Update on GitHub](https://github.com/huggingface/blog/blob/main/sentiment-analysis-python.md)
[- [x] Upvote 74](https://huggingface.co/login?next=%2Fblog%2Fsentiment-analysis-python)
* [](https://huggingface.co/britneymuller "britneymuller")
* [](https://huggingface.co/osanseviero "osanseviero")
* [](https://huggingface.co/rizwan-ai "rizwan-ai")
* [](https://huggingface.co/suddu21 "suddu21")
* [](https://huggingface.co/MrEnder0001 "MrEnder0001")
* [](https://huggingface.co/comx "comx")
* +68
[](https://huggingface.co/federicopascual)
[Federico Pascual federicopascual Follow](https://huggingface.co/federicopascual)
* [1. What is Sentiment Analysis?](https://huggingface.co/blog/sentiment-analysis-python#1-what-is-sentiment-analysis "1. What is Sentiment Analysis?")
* [2. How to Use Pre-trained Sentiment Analysis Models with Python](https://huggingface.co/blog/sentiment-analysis-python#2-how-to-use-pre-trained-sentiment-analysis-models-with-python "2. How to Use Pre-trained Sentiment Analysis Models with Python")
* [3. Building Your Own Sentiment Analysis Model](https://huggingface.co/blog/sentiment-analysis-python#3-building-your-own-sentiment-analysis-model "3. Building Your Own Sentiment Analysis Model")
* [a. Fine-tuning model with Python](https://huggingface.co/blog/sentiment-analysis-python#a-fine-tuning-model-with-python "a. Fine-tuning model with Python")
* [b. Training a sentiment model with AutoNLP](https://huggingface.co/blog/sentiment-analysis-python#b-training-a-sentiment-model-with-autonlp "b. Training a sentiment model with AutoNLP")
* [4. Analyzing Tweets with Sentiment Analysis and Python](https://huggingface.co/blog/sentiment-analysis-python#4-analyzing-tweets-with-sentiment-analysis-and-python "4. Analyzing Tweets with Sentiment Analysis and Python")
* [1. Install dependencies](https://huggingface.co/blog/sentiment-analysis-python#1-install-dependencies "1. Install dependencies")
* [2. Set up Twitter API credentials](https://huggingface.co/blog/sentiment-analysis-python#2-set-up-twitter-api-credentials "2. Set up Twitter API credentials")
* [3. Search for tweets using Tweepy](https://huggingface.co/blog/sentiment-analysis-python#3-search-for-tweets-using-tweepy "3. Search for tweets using Tweepy")
* [4
# Getting Started with Sentiment Analysis using Python
[Hugging Face](https://huggingface.co/)
* [Models](https://huggingface.co/models)
* [Datasets](https://huggingface.co/datasets)
* [Spaces](https://huggingface.co/spaces)
* [Buckets new](https://huggingface.co/storage)
* [Docs](https://huggingface.co/docs)
* [Enterprise](https://huggingface.co/enterprise)
* [Pricing](https://huggingface.co/pricing)
*
*
* * *
* [Log In](https://huggingface.co/login)
* [Sign Up](https://huggingface.co/join)
[Back to Articles](https://huggingface.co/blog)
# [](https://huggingface.co/blog/sentiment-analysis-python#getting-started-with-sentiment-analysis-using-python) Getting Started with Sentiment Analysis using Python
Published February 2, 2022
[Update on GitHub](https://github.com/huggingface/blog/blob/main/sentiment-analysis-python.md)
[- [x] Upvote 74](https://huggingface.co/login?next=%2Fblog%2Fsentiment-analysis-python)
* [](https://huggingface.co/britneymuller "britneymuller")
* [](https://huggingface.co/osanseviero "osanseviero")
* [](https://huggingface.co/rizwan-ai "rizwan-ai")
* [](https://huggingface.co/suddu21 "suddu21")
* [](https://huggingface.co/MrEnder0001 "MrEnder0001")
* [](https://huggingface.co/comx "comx")
* +68
[](https://huggingface.co/federicopascual)
[Federico Pascual federicopascual Follow](https://huggingface.co/federicopascual)
* [1. What is Sentiment Analysis?](https://huggingface.co/blog/sentiment-analysis-python#1-what-is-sentiment-analysis "1. What is Sentiment Analysis?")
* [2. How to Use Pre-trained Sentiment Analysis Models with Python](https://huggingface.co/blog/sentiment-analysis-python#2-how-to-use-pre-trained-sentiment-analysis-models-with-python "2. How to Use Pre-trained Sentiment Analysis Models with Python")
* [3. Building Your Own Sentiment Analysis Model](https://huggingface.co/blog/sentiment-analysis-python#3-building-your-own-sentiment-analysis-model "3. Building Your Own Sentiment Analysis Model")
* [a. Fine-tuning model with Python](https://huggingface.co/blog/sentiment-analysis-python#a-fine-tuning-model-with-python "a. Fine-tuning model with Python")
* [b. Training a sentiment model with AutoNLP](https://huggingface.co/blog/sentiment-analysis-python#b-training-a-sentiment-model-with-autonlp "b. Training a sentiment model with AutoNLP")
* [4. Analyzing Tweets with Sentiment Analysis and Python](https://huggingface.co/blog/sentiment-analysis-python#4-analyzing-tweets-with-sentiment-analysis-and-python "4. Analyzing Tweets with Sentiment Analysis and Python")
* [1. Install dependencies](https://huggingface.co/blog/sentiment-analysis-python#1-install-dependencies "1. Install dependencies")
* [2. Set up Twitter API credentials](https://huggingface.co/blog/sentiment-analysis-python#2-set-up-twitter-api-credentials "2. Set up Twitter API credentials")
* [3. Search for tweets using Tweepy](https://huggingface.co/blog/sentiment-analysis-python#3-search-for-tweets-using-tweepy "3. Search for tweets using Tweepy")
* [4
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