The latest articles on DEV Community by Jaswant Kr Nayak (@jeazzu). https://dev.to/jeazzu https://media2.dev.to/dynamic/image/width=90,height=90,fit=cover,gravity=auto,format=auto/https:%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Fuser%2Fprofile_image%2F4176174%2Faf12d43a-7000-4f02-9f6c-a1f048dcd0b7.jpg https://dev.to/jeazzu en Jaswant Kr Nayak Sun, 11 Oct 2026 14:36:08 +0000 https://dev.to/jeazzu/building-a-google-play-store-audit-tool-with-python-36ob https://dev.to/jeazzu/building-a-google-play-store-audit-tool-with-python-36ob <p><a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fj8lhamf6pur8hy8l9hs4.png" class="article-body-image-wrapper"><img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fj8lhamf6pur8hy8l9hs4.png" alt=" " width="800" height="450"></a><br> <a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F40ff4lfl0v2lsprgptn5.png" class="article-body-image-wrapper"><img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F40ff4lfl0v2lsprgptn5.png" alt=" " width="800" height="450"></a><br> <br> ```Have you ever wondered what app reviews can tell us about a product?</p> <p>An app might have thousands of reviews, but going through them one by one to understand what users like, what they dislike, and what needs improvement can take a lot of time.</p> <p>That's the problem I wanted to explore with my Play Store Audit project.</p> <p>💡 What does it do?</p> <p>The project analyzes Google Play Store app data and reviews to help make sense of user feedback.</p> <p>Some of the features I worked on include:</p> <p>📊 App rating and review analysis</p> <p>🔍 Identifying common complaints and positive feedback</p> <p>📈 Visualizing review data and comparing competitors</p> <p>📄 Generating PDF audit reports</p> <p>🖥️ Building a frontend to display audit results</p> <p>🛠️ Technologies</p> <p>Python for data processing and analysis</p> <p>APIs for retrieving app information and reviews</p> <p>FastAPI for backend endpoints</p> <p>React, TypeScript, and Tailwind CSS for the frontend</p> <p>PDF generation for downloadable reports</p> <p>🧠 What I learned</p> <p>Working on this project helped me understand how different parts of an application fit together, from retrieving data and processing it to presenting results through a user interface.</p> <p>It also taught me that building a useful tool involves more than just writing code. Handling errors, connecting the frontend to the backend, and presenting information clearly are equally important.</p> <p>🚧 What's next?</p> <p>I want to continue improving the project, refining the analysis, and making the overall experience more useful.</p> <p>This is part of my journey into software development and data analytics, and I'm looking forward to learning more by building real projects.</p> <p>I'd love to hear your thoughts!</p> <p>What features would you add to a tool that audits app reviews? 👇</p> <div class="highlight js-code-highlight"> <pre class="highlight plaintext"><code> </code></pre> </div> python analytics webdev beginners