{"id":27261496,"url":"https://github.com/caesaredia/la-cafe-market-analysis","last_synced_at":"2026-05-01T12:31:22.219Z","repository":{"id":287149724,"uuid":"963757733","full_name":"caesaredia/la-cafe-market-analysis","owner":"caesaredia","description":"A data-driven feasibility study exploring the potential of launching a robot-staffed café in Los Angeles, based on real F\u0026B business data.","archived":false,"fork":false,"pushed_at":"2025-04-10T07:20:43.000Z","size":401,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-10-20T12:51:45.603Z","etag":null,"topics":["business-intelligence","cafe","data-analysis","data-visualization","food-industry","franchise","los-angeles","market-research","pandas","python"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/caesaredia.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2025-04-10T06:58:21.000Z","updated_at":"2025-04-10T07:25:41.000Z","dependencies_parsed_at":"2025-04-10T08:35:11.386Z","dependency_job_id":null,"html_url":"https://github.com/caesaredia/la-cafe-market-analysis","commit_stats":null,"previous_names":["caesaredia/cafe-market-analysis"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/caesaredia/la-cafe-market-analysis","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/caesaredia%2Fla-cafe-market-analysis","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/caesaredia%2Fla-cafe-market-analysis/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/caesaredia%2Fla-cafe-market-analysis/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/caesaredia%2Fla-cafe-market-analysis/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/caesaredia","download_url":"https://codeload.github.com/caesaredia/la-cafe-market-analysis/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/caesaredia%2Fla-cafe-market-analysis/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":32497810,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-04-30T13:12:12.517Z","status":"online","status_checked_at":"2026-05-01T02:00:05.856Z","response_time":64,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["business-intelligence","cafe","data-analysis","data-visualization","food-industry","franchise","los-angeles","market-research","pandas","python"],"created_at":"2025-04-11T05:33:21.770Z","updated_at":"2026-05-01T12:31:22.190Z","avatar_url":"https://github.com/caesaredia.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"#  Café in Los Angeles — A Data-Driven Feasibility Study\n\nWelcome to the future of coffee! This project explores whether launching a **robot-staffed café** in the heart of Los Angeles is a brilliant idea (spoiler alert: it just might be). Using real-world data and a healthy dose of Python-powered curiosity, this study digs into LA’s food and beverage landscape to see how our café concept stacks up.\n\n## 📌 What’s This About?\n\nIn a city buzzing with food trends, we're thinking about opening a small café where the servers are… **robots**. Cool, right? But cool doesn't always mean viable. So before pitching this to investors, we asked the right questions:\n\n- What types of food businesses dominate in LA?\n- How big are they, really?\n- Where are the busiest streets for dining?\n- Are franchises still hot?\n- How much seating is *too much* seating?\n\nThis project is a full analysis of Los Angeles’ dining business environment, especially through the lens of launching a tech-savvy, robot-run café.\n\n## 🧠 Project Highlights\n\n- **Exploratory Data Analysis**  \n  Looked into types of food businesses, seating capacities, franchise proportions, and more.\n\n- **Data Cleaning \u0026 Processing**  \n  Nulls handled, snake_case engaged, street names parsed — the usual wrangling magic.\n\n- **Location Intelligence**  \n  Identified top streets for potential foot traffic and high-density dining zones.\n\n- **Seating Distribution Analysis**  \n  From compact cafés to giant restaurants — how many seats are enough?\n\n## Author\nNabilla Hafsah Caesaredia\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcaesaredia%2Fla-cafe-market-analysis","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fcaesaredia%2Fla-cafe-market-analysis","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcaesaredia%2Fla-cafe-market-analysis/lists"}