--- title: Chapter 6: Cleaning Traffic Metrics and Building Flask... description: A walkthrough of building a traffic analytics pipeline using an AI coding agent (Antigravity CLI). The process covers cleaning raw visitor CSV logs with... canonical: https://daily.dev/posts/chapter-6-cleaning-traffic-metrics-and-building-flask-dashboards-ivx7icj6r twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: Chapter 6: Cleaning Traffic Metrics and Building Flask Dashboards | daily.dev og:description: A walkthrough of building a traffic analytics pipeline using an AI coding agent (Antigravity CLI). The process covers cleaning raw visitor CSV logs with... og:url: https://daily.dev/posts/chapter-6-cleaning-traffic-metrics-and-building-flask-dashboards-ivx7icj6r og:image: https://api.daily.dev/og/posts/IVx7iCJ6R.png og:image:alt: Chapter 6: Cleaning Traffic Metrics and Building Flask Dashboards og:image:width: 1200 og:image:height: 630 og:locale: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # Chapter 6: Cleaning Traffic Metrics and Building Flask Dashboards **[Medium](https://daily.dev/sources/medium_js)** · 2 min read · 0 upvotes · 0 comments ## Summary A walkthrough of building a traffic analytics pipeline using an AI coding agent (Antigravity CLI). The process covers cleaning raw visitor CSV logs with Python, deduplicating entries and adding channel classification, uploading the cleaned data to Google Cloud BigQuery for querying, and scaffolding a branded Flask dashboard to visualize referrer breakdowns and visitor counts. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: ## Similar posts on daily.dev - [AI Agent Analytics with Vercel & MotherDuck](https://daily.dev/posts/ai-agent-analytics-with-vercel-motherduck-3bvtf7hlm) · MotherDuck · 1 upvotes · 0 comments - [How to Use Google's Antigravity CLI for AI Code Assistance – Real Python](https://daily.dev/posts/how-to-use-google-s-antigravity-cli-for-ai-code-assistance-real-python-ajolo38nb) · Real Python · 1 upvotes · 1 comments - [Learning faster with Antigravity](https://daily.dev/posts/learning-faster-with-antigravity-nrbn6efog) · Flutter · 4 upvotes · 0 comments --- Tags: [#python](https://daily.dev/tags/python), [#data-engineering](https://daily.dev/tags/data-engineering), [#data-visualization](https://daily.dev/tags/data-visualization), [#flask](https://daily.dev/tags/flask), [#google-bigquery](https://daily.dev/tags/google-bigquery) [View this post on daily.dev](https://daily.dev/posts/chapter-6-cleaning-traffic-metrics-and-building-flask-dashboards-ivx7icj6r) ```json {"@context":"https://schema.org","@graph":[{"@type":"Organization","@id":"https://daily.dev/#organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180},"sameAs":["https://twitter.com/dailydotdev","https://github.com/dailydotdev","https://www.linkedin.com/company/daily-dev-ltd"]},{"@type":"WebSite","@id":"https://daily.dev/#website","url":"https://daily.dev","name":"daily.dev","publisher":{"@id":"https://daily.dev/#organization"},"potentialAction":{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://daily.dev/search?q={search_term_string}"},"query-input":"required name=search_term_string"}}]} {"@context":"https://schema.org","@type":"TechArticle","headline":"Chapter 6: Cleaning Traffic Metrics and Building Flask Dashboards","url":"https://daily.dev/posts/chapter-6-cleaning-traffic-metrics-and-building-flask-dashboards-ivx7icj6r","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/chapter-6-cleaning-traffic-metrics-and-building-flask-dashboards-ivx7icj6r"},"datePublished":"2026-07-22T04:55:23.981Z","dateModified":"2026-09-14T08:57:11.873Z","description":"A walkthrough of building a traffic analytics pipeline using an AI coding agent (Antigravity CLI). 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