Behind every star rating is a story — and behind every review is an emotion. In this project, I a...

Behind every star rating is a story — and behind every review is an emotion. In this project, I a...Behind every star rating is a story — and behind every review is an emotion. In this project, I a...

The network for creativity

Join 1.25M professional creatives like you

Connect with clients, get discovered, and run your business 100% commission-free

Creatives on Contra have earned over $150M and we are just getting started

Back to feedPost

Ciro

• Jan 4

Behind every star rating is a story — and behind every review is an emotion. In this project, I applied Natural Language Processing (NLP) techniques to analyze thousands of movie reviews, uncovering how audiences truly feel about the films they watch.

This project shows how data can capture not just numbers, but the emotional pulse of cinema.

jobopportunity Data Analysis Data Science Python Data Systems Design Microsoft Power BI

Ciro

• Jan 4

Explore the full project here: Sentiment Analysis of Movie Reviews

Ciro

• Jan 4

Reviews aren’t just text — they’re emotions. Through sentiment analysis, we can see how audiences truly connect with the movies they love (or don’t).

Kirameki

• Mar 16

High-end AI product visuals designed for skincare and beauty brands.

This project explores modern editorial aesthetics where the product remains the hero. Through AI image generation and visual direction, I created premium scenes combining natural light, minimal compositions and strong brand presence.

These visuals are designed for marketing campaigns, social media and e-commerce.

AI Art Virtualization FLORA

Greg Aquino

• Mar 18

This looks so high quality 🔥

Sushmita Yadav

• Mar 16

Returns are often overlooked, but they directly impact profitability, operational efficiency, and customer satisfaction. This dashboard focuses on understanding return patterns and their financial impact.

This dashboard demonstrates how businesses can move beyond sales tracking and focus on profit protection through return analysis. Understanding why returns happen is just as important as increasing sales.

Data Analysis Microsoft Excel Microsoft Power BI SQL

Geethasree Naguboina

pro

• Mar 17

Return analysis is seriously underrated — most dashboards stop at sales tracking but profit protection is where the real story is. The breakdown by segment showing Home Office at 55% is a striking insight. Did you build this in Power BI or Excel?

Vinay KALACHARLA

• Mar 16

Extracting User Insights – AI-Powered Feedback Analysis

Developed an AI-powered system that analyzes large volumes of user feedback to extract meaningful insights and trends. The platform processes textual data such as customer reviews, survey responses, and user comments using Natural Language Processing (NLP) techniques.

The system performs text preprocessing, sentiment analysis, and topic detection to identify common patterns, user pain points, and feature requests. The extracted insights are then presented through a structured visualization layer, enabling businesses to better understand customer needs and make data-driven product decisions.

Technologies Used: Python, NLP, Data Processing, Backend Development