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English
$
USD
I will build a bert sentiment analysis tool with live demo and python source code
Python ML Developer, Data Science and AI Apps
I'm Imad Ali, a Python developer and Machine Learning specialist with 10+ years of experience in technology and data. I help small businesses, startups, and schools turn raw data into smart AI-powered...
About this Gig
Do you have customer reviews or survey responses you don't have time to read manually?
I help businesses and researchers automatically analyse text data to understand customer sentiment, saving hours of manual work and delivering actionable insights instantly.
My sentiment analyser is powered by BERT, a state-of-the-art transformer model achieving 88%+ accuracy far beyond basic keyword tools. You can test it live before ordering:
Live Demo: https://imad-bert-sentiment.streamlit.app
What you will get: Sentiment classification of your text data, positive/negative/neutral breakdown, beautiful charts and word clouds, clear insights and recommendations, Python source code included, optional Streamlit web app for live predictions.
Tools: Python, BERT (HuggingFace Transformers), NLTK, Scikit-learn, Pandas, Matplotlib, Streamlit
Perfect for: Businesses analysing customer reviews, restaurants monitoring feedback, researchers analysing survey responses, and social media managers tracking brand sentiment.
Message me before ordering, share your text data, and I will confirm I can help!
Programming language:
Python
Frameworks:
Scikit-learn
•
Panda
APIs:
Other
Tools:
Jupyter Notebook
•
Colab
Other Data Science & ML Services I Offer
FAQ
What type of text data can you analyze?
I can analyze any text data — customer reviews, social media comments, survey responses, product feedback, emails, and more. Just share your data in Excel, CSV, or any common format and I will handle the rest.
What languages can you analyze?
I specialize in English text analysis. For Urdu or mixed language data, message me first and we can discuss the best approach for your specific dataset.
How many reviews or comments can you handle?
I can handle datasets of any size — from 100 to 100,000+ rows. Message me first if you have a very large dataset so we can select the right package for your needs.
Will I receive a working app or just a report?
Basic and Standard packages include a full analysis report with charts. The Premium package includes a working Streamlit web app where you can paste any new text and get instant sentiment predictions — no coding needed.
Can you analyze reviews from Google, Amazon, or local Pakistani platforms?
Yes! I can work with reviews from any platform — Google Maps, Amazon, Daraz, Facebook, or any other source. Just export your reviews and share the file with me.
