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Fiverr Pro
Nederlands
$
USD
I will build a sentiment analysis model using nlp and ml
Over deze dienst
Struggling to make sense of customer reviews, tweets, or feedback at scale? I'll build you a custom sentiment analysis model that classifies text as positive, negative, or neutral with real accuracy metrics, not guesswork.
What you get:
Data cleaning & preprocessing of your raw text
TF-IDF + Logistic Regression model trained on YOUR data
Accuracy, F1-score, and confusion matrix report
Clear visualizations (sentiment distribution, word clouds)
Optional: live API endpoint (FastAPI) so your team or app can call predictions in real time
I've applied this exact approach in production including a deployed FastAPI sentiment service so you're getting a working, tested pipeline, not a tutorial copy-paste.
Perfect for: product review analysis, social media monitoring, customer support ticket triage, brand sentiment tracking, survey response analysis.
Send me your dataset (CSV, Excel, or raw text) and I'll get started immediately. Questions before ordering? Message me happy to advise on the right package for your data size and goals.
Andere Data science en ML diensten die ik aanbied
Veelgestelde vragen
Q: What format should my data be in?
A: CSV, Excel, or plain text works. Include a text column at minimum; labeled data (if you have it) helps but isn't required.
Q: Can you handle non-English text?
A: Yes, with adjustments — please mention the language in your order requirements.
Q: Do I get the trained model file?
A: Yes, Standard and Premium include the full source code and model file (.pkl).
Q: Is the API live/hosted, or do I run it myself?
A: Premium includes a working FastAPI setup you can deploy; hosting on your own server/cloud is included in Premium's cloud deployment.
