Build a Social Media Insights Integration (TikTok & Instagram) for Client Dashboard

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I’m building a client-facing app (currently using Retool) that provides analytics for fashion and lifestyle brands. Each client in the app has a stored TikTok and Instagram handle, and I want to create a Social Media Insights page that gives a complete overview of their performance on both platforms. What I Need: I’m looking for an experienced developer or team to propose and implement the best solution to: - Pull real-time or near-real-time TikTok and Instagram data using just the account usernames stored in a database. - Track and visualize: Follower growth over time, Post performance (likes, comments, views, saves, shares), Engagement rates, Comment sentiment analysis on recent posts (positive/neutral/negative breakdown), Top performing posts across both platforms Ideally, the solution should plug into my Retool app, but I’m open to: - Recommending and building a separate backend service with APIs I can connect to - Creating a new full web app/dashboard if that’s technically more feasible - Using existing APIs or 3rd-party tools in a smart way (e.g., TikTok Creator Marketplace API, Meta Graph API, Apify, etc.) Ideal Skills: - TikTok and Instagram API experience (public & private APIs) - Familiarity with Retool or frontend dashboard development - Backend API development (Node.js, Python, etc.) - Sentiment analysis experience (NLP, HuggingFace, TextBlob, etc.) - Database integration (PostgreSQL, Firebase, etc.) Budget: Open to fixed price or hourly, depending on your approach. - Fixed price range: $800–$2,500 (varies depending on whether you're proposing a lightweight integration vs full custom dashboard) - Hourly rate: $30–$80/hr Bonus Opportunity: If this project goes well, I have several related projects that I’d love to continue working on with you. These include: - Identifying emerging fashion trends by mass-analyzing images from Vogue Runway - Generating automatic branded PDF reports from analytics - Simplifying and improving how I’ve integrated Shopify into my current app (I’ve already done this through Retool, but open to better ideas) - A few other creative, data-driven features that are in the pipeline If you're excited about creative analytics, fashion/e-commerce tech, and smart automation, this could turn into a long-term partnership — and compensation would grow accordingly with the expanded scope.

Keyword: Web Development

Price: $30.0

Web Development App Development Python JavaScript Data Science Dashboard