Singapore F&B Data Scraper

@ZohaibRoy

⭐⭐⭐⭐⭐ Create a Database of Food & Beverage Outlets in Singapore ❇️ Hi My Friend, I hope you're doing well. I've reviewed your project requirements and see you're looking for a reliable script to pull a complete database of Food & Beverage outlets in Singapore. You don't need to look any further; Zohaib is here to help you! My team has successfully completed 50+ similar projects for data scraping. I'll create a script that extracts the required data directly from Google Maps or Search, ensuring no duplicates and accurate field separation. ➡️ Why Me? I can easily create your database of Food & Beverage outlets as I have 5 years of experience in web scraping, data extraction, and automation. My expertise includes Python, data manipulation, and API integration. Not only this, I have a strong grip on using libraries like BeautifulSoup and Selenium to ensure the script runs efficiently without paid APIs. ➡️ Let's have a quick chat to discuss your project in detail, and I can provide samples of my previous work. Looking forward to discussing this with you! ➡️ Skills & Experience: ✅ Web Scraping ✅ Python Programming ✅ Data Extraction ✅ Data Cleaning ✅ Excel Data Management ✅ API Integration ✅ Data Manipulation ✅ Error Handling ✅ Script Optimization ✅ Automation Techniques ✅ Google Search Techniques ✅ Data Analysis Waiting for your response! Best Regards, Zohaib

@hiberokpars

Hello, I will create a PHP script to automate your task. I have extensive experience in writing PHP scripts for automating data collection and posting. Please see my reviews for reference.

@mamuncmt

Hi, I can build a Python scraper to collect all F&B outlets in Singapore from Google MapsSearch, with clean, de-duplicated data and properly split address fields. The Excel output will have 4 tabs by region, grouped by districts. I have done similar Google Maps scraping before and handle blocks using delays and smart rotation. Estimated turnaround: a few days, depending on volume. Thanks

@giaphung2k1

Hello I will develop a reliable, robust script for your Singapore F&B data needs. My proven web scraping expertise ensures complete and accurate data extraction, meticulously handling complexities to deliver consistent, clean output. You'll receive all critical data points efficiently. Let's discuss your specific requirements. Giáp Văn Hưng

@sarbtech123

With 5+ years of experience as an experienced Python & Automation Developer, I possess a deep understanding of the technologies and automated processes required for your Singapore F&B Data Scraper project. I have built and delivered production-ready Python applications and automation systems which have been used daily by businesses within strict timelines. In terms of specific skills relevant to your project, I have extensive experience with web scraping projects, having built scraping systems for e-commerce, real estate, job portals, and data aggregation platforms. I’m well-versed in using tools like Selenium, Playwright, Scrapy and BeautifulSoup - ensuring anti-bot handling and high-accuracy data validation. And most importantly, I can deliver impressive results while working without any paid APIs - just as you requested. Moreover, my business-focused engineering approach means that I design solutions based on your unique requirements. It isn't enough to just extract the data; rather, it must be accurate, clean and well-organized. Timely communication is a top priority for me; I make sure to update you regularly about the progress and align with realistic timelines. My clean code practices and scalable design ensure that the script is robust and can handle large amounts of data without compromising speed or reliability. Let's get started on this exciting project together!

@Azursol

Hello ! I’m excited about the opportunity to help with your project. Based on your requirements, I believe my expertise in Web Scraping aligns perfectly with your needs. How I Will Build It: I will approach your project with a structured, goal-oriented method. Using my experience in Web Scraping, Data Scraping, I’ll deliver a solution that not only meets your expectations but is also scalable, efficient, and cleanly coded. I ensure seamless integration, full responsiveness, and a strong focus on performance and user experience. Why Choose Me: - 10 years of experience delivering high-quality web and software projects - Deep understanding of Web Scraping and related technologies - Strong communication and collaboration skills - A proven track record — check out my freelancer portfolio. - I’m available for a call to discuss your project in more detail - Committed to delivering results on time, every time Availability: I can start immediately and complete this task within the expected timeframe. Looking forward to working with you, ! Best regards, Ali Zahid Malaysia

@GraphicsHub2k24

Dedicated Freelancer Ready to Elevate Your Project for Singapore F&B Data Scraper. I have a solid background in Web Scraping and Data Scraping, I bring valuable expertise to your project. I have successfully completed many projects with 100% client satisfaction. Clear and timely communication is my priority. I believe in keeping you informed throughout the project lifecycle. I am available for a discussion at your earliest convenience. Please feel free to contact me to further discuss your project details. Thank you for considering my bid. I am excited about the opportunity to contribute to the success of your project. Please visit my portfolio to check my previous work samples, here - https://www.freelancer.com/u/GraphicsHub2k24?page=portfolio&w=f&ngsw-bypass= Best regards, Muhammad Asim Khan

@workwithsubarna

Hi, I can deliver a comprehensive, deduplicated database of Singapore’s F&B scene using a custom Python-based scraping engine. By utilizing Selenium/Playwright with stealth headers, I bypass the need for expensive Google Maps APIs while ensuring 100% data accuracy. My Execution Plan: Targeted Crawling: I will scrape by district (e.g., Tanjong Pagar, Orchard) to ensure deep coverage of Restaurants, Cafes, and Bars. Data Cleaning: Regex-based parsing to split addresses into Street, Unit, and Postal Code. Regional Organization: I will deliver an Excel file with 4 tabs (North, South, East, West), sub-divided by districts. Validation: No duplicates. Every entry will include Name, Phone, Type, Website, and Area. Why Me? I recently completed a high-volume scrape of 5M+ records using my "Hybrid" architecture, which handles anti-bot measures effectively. I specialize in turning messy web data into clean, actionable Excel reports. Ready to start immediately. Best, Subarna

@wilfrednjorog

Hello, I’ve read your request for a full Singapore F&B database and I’m confident I can deliver a clean, deduplicated dataset covering restaurants, cafes, bars, clubs and bistros island‑wide. I will build a Python scraper using a headless browser (Playwright/Selenium) to extract Google Maps/Search results, parse and normalize addresses (street, unit, postal code), split fields, validate phone/website, and avoid paid APIs. Deliverable: Excel workbook with 4 region tabs (each containing the relevant districts) and columns: Name, Street, Unit, Postal Code, Phone, Type, Website, General Area. I’ll run deduplication, accuracy checks and a sample verification before delivery. Proposed fee: $110 and estimated turnaround: 5 days. Best regards,

@ukokab

I will deliver a complete, island-wide F&B database from Google Maps, sorted into four regional Excel tabs with clean, de-duplicated data. Proposed Method: ✅ Data Source & Tool: I will scrape data directly from Google Maps Search using Python with Playwright/Selenium, simulating real user searches by district to gather comprehensive listings for Restaurants, Cafes, Bars, Clubs, and Bistros. This avoids paid APIs. ✅ Data Processing: The script will extract all required fields (Name, Full Address, Phone, Type, Website, General Area), split the address into separate columns (Street, Unit, Postal Code), and rigorously de-duplicate entries. ✅ Structured Delivery: The final output will be a single Excel file with four tabs corresponding to Singapore's regions (Central, East, North, West), each containing the relevant districts. Turnaround & Past Work: Timeline: 7-10 days for a fully cleaned, validated dataset. Example: I recently delivered a similar UK-wide wedding business database extracted from multiple directories with field validation and de-duplication. Ready to begin immediately. Best, Usman Kokab Web Scraping & Data Extraction Specialist

@moha262

Hello ! After reviewing your project, I believe my Data Scraping and Web Scraping skills are a great fit for your company. I possess the expertise required for your project and would like to bid for your project. With 8 years of practical experience, I am confident that I can successfully complete your project. Please feel free to contact me with any questions. Thank you, Moh.

@phpxpert89

Hello , I checked your project, and it looks interesting. This is something we already work on, so the requirements are clear from the start. We mainly work on Web Scraping, Data Scraping We focus on making things simple, reliable, and actually useful in real life not overcomplicated stuff. Let’s connect in chat and see if we’re a good fit for this. Best Regards, Ali nawaz

@rajeshrolen

Hello, I went through your project description, and it seems like I am a great fit for this job. I am an experienced professional with many years of hands-on experience in Web Scraping, Data Scraping Please come over chat and discuss your requirement in a detailed way. Regards, Rajesh Rolen

@softtech0512

Hello I have similar singapore restaurent scraping project. With graceful enthusiasm, this project aligns perfectly with my expertise—I can deliver it flawlessly. I'm truly excited about the opportunity to collaborate with you. My approach : Methodology & Technical Approach Tools Used: Python with Selenium, BeautifulSoup, Pandas Data Source: Google Maps (via search queries) Anti-detection: Rotating user agents, proxies (if needed), random delays Warm regards, Sophia

@antonk52

✔✔✔Hold on!! Looking for a Developer Who Gets Results? Hire Me, Relax, and Watch Your Project Turn Into Success✔✔✔ I can build a reliable Python script to scrape all Food & Beverage outlets in Singapore from Google Search/Maps without using paid APIs. The script will output a clean Excel workbook with 4 tabs (one per region), each tab subdivided by districts, with columns for Name, Address (split), Phone, Type, Website, and Area. Key features: • No duplicates and clean, structured data • Field separation for easy filtering • Fully automated for repeatable runs I’ve handled similar scrapes for restaurants, cafes, and local business directories, delivering accurate Excel datasets. Turnaround: 5–7 days for full Singapore dataset with testing. I can start immediately and provide a tested, reusable script.

@draganm59

Hello Employer, I hope this message finds you well. I am excited about the opportunity to assist you with the Singapore F&B Data Scraper project. Your requirement for a comprehensive and reliable script to extract data from Google for Food & Beverage outlets across Singapore is well understood. With extensive experience in web and data scraping, I have successfully completed similar projects that required gathering detailed business information from various online platforms. My expertise in Python, along with libraries such as BeautifulSoup and Scrapy, allows me to develop scripts that are both efficient and cost-effective, bypassing the need for paid APIs. My approach will involve leveraging Google Maps and Search to identify F&B venues across Singapore. I will ensure that the script captures all essential details you’ve listed: name, full address, phone number, type of outlet, website, and general area. The collected data will be meticulously organized into an Excel file with four tabs, each representing a Singapore region and split into districts, ensuring easy navigation and clarity. I am committed to delivering accurate, duplicate-free data with clear field separation as requested. I am confident in providing a solution that aligns perfectly with your needs and expectations. Thank you for considering my proposal. I look forward to the possibility of working with you and contributing to your project’s success. Best regards, Dragan M.

@EntryExpert26

Hi, I have experience in this type of work and I can complete it accurately and quickly. I am hardworking, detail-oriented, and ready to start now. Please give me a chance to prove my skills. Thank you!

@NadiaCrea8weB

Hi there, I’ve reviewed your Singapore F&B data scraping brief and will deliver a reliable, duplicates-free Excel with four regional tabs and exact address parsing without paid APIs. I’ll implement a two-stage scrape with regional segmentation, validate against duplicates, and deliver a test export in 3 days followed by a full 5-7 day rollout; would you also like opening hours updates and optional social handles included? Best regards,

@nmau4669

Hi, I have solid experience in web scraping and have completed many similar projects, including large-scale Google Maps / Search data extraction for F&B and local businesses. I will use a non-paid API / browser automation approach with proper deduplication logic, clean field normalization (address split, phone, website, area), and export everything into a well-structured Excel file with 4 region-based tabs as requested. I can provide a demo/sample output before final delivery so you can validate the data quality. Estimated turnaround time: 2–3 days depending on final scope. Happy to discuss details and start immediately. Best regards, Beosbuj