Seleniumemplois

...location de bateaux. Pour y parvenir, j’ai besoin d’un workflow automatisé reposant exclusivement sur Google Maps – c’est la source retenue – capable de collecter, dédupliquer puis nettoyer les données avant de les mettre en forme dans un CSV directement importable dans le CMS Wix. Les coordonnées devront être fournies en degrés décimaux. Livrables attendus • Un script réutilisable (Python + Selenium, Scrapy ou équivalent) qui interroge Google Maps, gère le rate-limit et documente chaque étape de traitement. • Le fichier CSV final contenant, pour chaque base nautique, les champs suivants : Nom, Adresse complète, Ville, Département, Régio...

...: inscription, rôles, droits d’accès, authentification sécurisée (JWT, OAuth ou autre méthode éprouvée). Données à récupérer Le script Python doit aller chercher des articles d’actualité sur les sources que je fournirai, parser le titre, le résumé, la date et l’URL, puis stocker le tout dans une base commune (PostgreSQL ou MongoDB, à discuter). Le scraping doit être robuste (BeautifulSoup, Selenium ou Playwright selon les contraintes) et planifié via un scheduler (cron, Celery Beat…). Synchronisation • Chaque nouvelle actualité doit s’afficher instantanément sur le dashboard et sur l’app mobile. &bul...

...tous les signaux de trading présents sur le groupe telegram du type : VENTE XAUUSD Entrée : 3200 SL : 3180 TP1 : 3000 TP2 : Ouvert ou bien ACHAT XAUUSD Entrée : 3180 SL : 3100 TP1 : 3200 TP2 : Ouvert Ou bien VENTE XAUUSD Vente : 3200 SL : 3300 TP1 : 3100 TP2 : Ouvert ou bien ACHAT XAUUSD Achat : 3180 SL : 3100 TP1 : 3180 TP2 : Ouvert L'idée serait d'utiliser la bibliothèque Selenium de python ou une autre bibliothèque du meme type qui "Voit" les messages en effectuant des scroll. Le programme ne devra pas utiliser l'API telegram, ni de bot Telegram. Pour chaque message du type recherché trouvé dans le canal, le script python devra renvoyer dans la console une ligne par signal ...

Je souhaite obtenir un petit logiciel capable d’envoyer des messages WhatsApp en masse, avec la possibilité...les performances et pouvoir ré-envoyer ou ajuster. Livrables attendus • Application installable ou interface web clé en main, prête à l’emploi. • Code source, documentation d’installation et manuel utilisateur en français. • Brève session de prise en main (visioconférence ou vidéo) pour montrer la création d’une première campagne. Si vous avez déjà travaillé avec l’API WhatsApp Business, Selenium, Puppeteer ou des solutions similaires, précisez-le, cela m’aidera à choisir. Je privilégie une solution s...

Bonjour Nous recherchons immédiatement cinq consultants QA automation sur selenium pour mission plein temps longue durée (12 mois). Minimum d'expérience sur selenium (QA automation) +4 ans

logiciel entiérement ecrit il ne manque que le captcha ainsi que l'incorporation de gmail.

Nous sommes une startup de l'immobilier en France, nous cherchons quelqu'un pour être intégré à l'équipe technique pour un mois minimum. Nos besoins sont : Maîtrise parfaite de Ruby et Nokogiri / Selenium Webdriver pour du scraping de sites web

Bonjour Madame, J'ai vu votre profil sur le site freelancer.com, vous aviez répondu à cet appel d'offre pour mettre en place un scraper basé sur python et selenium sur AWS Lambda (https://www.fr.freelancer.com/projects/python/selenium-running-aws-lambda/?ngsw-bypass=&w=f). Cela fait une semaine que j'essaye de faire la même chose et que j'échoue. Je serais donc intéressé par votre profil pour les tâches suivantes : Mettre en place un script python qui irait scraper l'HTML de cette page : en utilisant selenium/python, le tout sur AWS Lambda. J'aimerai que ce soit mit en place sur mon compte AWS et surtout que vous m'expliquiez comment vous avez fait. Je précise que l...

Bonjour tout le monde J'ai commencé un code python et j'ai besoin de l'aide pour le complété Mon code fait les actions suivantes : -> Ouvre google chrome -> Ouvre -> maintenant j'ai besoin d'utiliser excel et de localiser des elements sur le navigateur ( click )

Automation skill, learn oops concepts

Nous avons fait développer une nouvelle interface client + bo + bdd pour faire évoluer une application qui présente actuellement de nombreux bugs. L’application actuellement en ligne et la nouvelle sont principalement développées en J2EE. Le développement n’est pas fini sur la nouvelle application. Je recherche un développeur pour les missions suivantes : - réparer l’...réparer l’ancienne application actuellement sur le site pour pouvoir continuer à enregistrer des inscriptions - finir la nouvelle application développée et la mettre en ligne : interface client, bo et bdd. Echeance: Juillet 2016 - assurer la maintenance au moment de notre 2ème échéance fin ...

As discussed

...WhatsApp. Current Workflow: Retailers send a payment screenshot and a message via WhatsApp (Format: PAY [ID] [Amount]). I manually log in to the web portal or mobile app. I enter the Retailer ID and the Amount to transfer the wallet balance. I do not verify screenshots instantly; I manually verify bank statements at night. What I Need: I need a "Robot" or an automation script (using Python Selenium ) that can: Trigger: Read incoming WhatsApp notifications. Extract Data: Automatically pick the Retailer ID and Amount from the text message. Automate Portal: Log in to my recharge portal, navigate to the Fund Transfer section, and auto-fill the ID and Amount. Confirmation: Send a reply back to the retailer once the transfer is done. Requirements: Budget-Friendly:...

...failing when using Browserbase * Modify or improve the implementation so that login works reliably * Ensure that session persistence works correctly so the bot can remain logged in * Help reduce or avoid detection issues if possible Preferred Skills Developers with experience in the following areas will be strongly preferred: * Browserbase API * Browser automation (Playwright, Puppeteer, or Selenium) * Session and cookie management * Discord bot development * Experience with X / Twitter login automation * Anti-detection browser techniques Additional Notes The main structure of the system has already been built, and the codebase is ready. I am primarily looking for someone who can diagnose the problem and implement a stable solution for logging into X using the browser provi...

...failing when using Browserbase * Modify or improve the implementation so that login works reliably * Ensure that session persistence works correctly so the bot can remain logged in * Help reduce or avoid detection issues if possible Preferred Skills Developers with experience in the following areas will be strongly preferred: * Browserbase API * Browser automation (Playwright, Puppeteer, or Selenium) * Session and cookie management * Discord bot development * Experience with X / Twitter login automation * Anti-detection browser techniques Additional Notes The main structure of the system has already been built, and the codebase is ready. I am primarily looking for someone who can diagnose the problem and implement a stable solution for logging into X using the browser provi...

...developer will be responsible for: - Analyzing government legal databases and regulatory websites - Building web scraping systems and crawlers - Automatically downloading legal documents and PDF files - Extracting metadata and source URLs - Organizing collected data into structured datasets - Creating an automated data collection pipeline TECHNICAL SKILLS (PREFERRED) - Python - Web Scraping - Selenium - BeautifulSoup - Scrapy - API integration - Data extraction automation - Data pipeline development DELIVERABLES The final deliverables should include: 1. Web scraping scripts or crawler system 2. Automated legal data collection pipeline 3. Downloaded legal document datasets (PDF files and documents) 4. Structured dataset including metadata and source URLs 5. Organized storage...

...scraping plus in-house editing, and final posting with lead automation—must run without manual intervention. A multi-agent architecture is ideal, so feel free to leverage LangChain, CrewAI, AutoGPT, or any comparable framework that lets independent agents pass tasks between one another. Think of one agent focused on Google Keyword Planner or similar APIs, another handling SERP scraping with Python, Selenium, Scrapy or BeautifulSoup, a third using OpenAI or Stable Diffusion for media re-editing, and a final agent pushing the content live through my CMS and hooking into the CRM or email platform for lead collection. Deliverables • A reproducible, documented workflow (scripts, agent prompts, and environment files) • An installer or Docker setup that lets me spin...

...detection, error prompts—need explicit mention, fraudulent detection . What I expect to receive • A written strategy (Word or PDF) structured by test phases: unit, integration, system, UAT, performance and regression • Detailed test scenarios and acceptance criteria for functional, non-functional, and failover testing, mapped to the features above • Recommended automation approach (e.g., Selenium for UI where applicable, toolkits such as Cyara, Hammer, or home-grown scripts) with pros and cons • Performance test plan outlining load profiles, KPIs, and tooling suggestions (JMeter, LoadRunner, or similar) • Environmental matrix covering telephony components (SIP, PRI), IVR platform (Genesys or Twilio Studio), speech engines (Nuance, Google ...

...Full address • Email • Phone number • Website • Number of employees • Year of foundation I will launch these requests on an ad-hoc basis, sometimes narrowing the crawl by geography, line of business or employee count, so the script or workflow should let me set those filters easily before each run. I’m happy with any stack you prefer—Python with BeautifulSoup/Scrapy, Playwright, Selenium, or a headless browser—so long as the final output lands in a well-structured .xlsx file with no missing fields, duplicate rows or formatting issues. Please let me know: • Your proposed approach to bypass pagination and collect the hidden email/phone fields shown on the profile pages. • How quickly you can turn around the fir...

...per 2k list of the industries we will send upon acceptance. Email addresses must not be role based or trip any spam traps. I need a one-time extraction of verified email addresses from reputable online business directories. No other data fields are required—just the clean list of emails. Please choose whatever approach you prefer—Python with Scrapy/BeautifulSoup, browser automation with Selenium, or a similar tool chain—as long as the result is accurate and the scraping respects each site’s terms of service and rate limits. Deliverable • A CSV or XLSX file containing every unique email address you capture, de-duplicated and ready for import. Acceptance criteria • All emails must come exclusively from business directory pages, not ...

I need a Python developer to create a Windows-based automation script that helps monitor shift availability on an online hiring portal. The tool should check the schedule pa...automation tools • Notification system (desktop or Telegram) when new shifts are detected • Logging system to track detected shifts and actions performed by the script The final deliverable should be: • A Python script that runs on Windows • Clear setup instructions • Optionally packaged as a simple executable (.exe) for easy use Preferred experience: • Python automation development • Selenium or browser automation tools • Windows scripting • Experience building monitoring or scheduling tools The script should be reliable, efficient, and easy t...

...a single toggle, stop loss by daily P&L, and clear error handling if the feed disconnects. I’m open on the delivery environment; web-based dashboard, desktop tool, or a lightweight command-line service are all fine as long as setup is straightforward and it runs reliably during matches. Code should be clean, documented, and built with commonly supported languages or frameworks (Python with Selenium/Requests, Node.js, or similar are OK). When the project is ready I’ll test it in a sandbox or low-stake live environment for one full match day. Acceptance is complete when orders trigger exactly as configured, logging is accurate to the second, and no unintended bets are placed. Let me know which bookmaker APIs you already have experience with and the development ...

...Another Title,Another description Technical requirements The solution can be built using tools such as: RPA Selenium Playwright Puppeteer Chrome Extension Requirements: Must handle dynamic pages and loading delays Must work reliably with 100–300 rows Should be easy to run locally from the browser Should support simple CSV input Deliverables Working automation script or extension Clear instructions on how to run it Ability to process 100+ pages automatically To apply Please include: Examples of similar browser automation projects Which tool or technology you plan to use Estimated development time Required experience: browser automation, Selenium/Playwright/Puppeteer, or Chrome extension development...

We ship new features every few days, so quality must keep pace. The task is to own end-to-end testing - both manual and automated; from designing cases right through to signing off each release. Manual coverage is expected on functional flows, user-experience quirks and full regression sweeps. At the same time, a lightweight Selenium suite should be expanded (or created if gaps exist) so that smoke tests run automatically inside our CI pipeline. Project Overview Own the full QA lifecycle for cutting-edge Agentic AI products. We're seeking a sharp, self-starting QA pro who thrives in dense environments, finds bugs lightning-fast, and delivers fixes without handholding. Weekly releases demand speed: hit 90% critical path coverage in 21 days, regressions under 10 minutes, and b...

...lives alongside the codebase and runs on every commit. The work spans strategy, hands-on coding, and mentorship. You will craft an automation framework in Selenium, writing suites in Python, Java, and JavaScript—whichever language best fits each micro-service. Functional coverage comes first, followed quickly by performance scenarios that exercise real-world concurrency and data volumes. Each suite must plug into our existing CI/CD pipeline so that failures block the build and generate actionable reports for developers inside their pull requests. Key targets include: • Converting current manual regression cases into reliable Selenium scripts. • Building lightweight performance harnesses that reuse the same page objects and service stubs. • Pair...

I want to automate the print-book setup flow on IngramSpark. The goal is a small program—Python with Selenium or a comparable browser-automation tool is fine—that logs into my account, steps through the print title creation pages, and drops in the four core fields I’ll supply at run time: ISBN, book title, author name, and the long description. All other fields can remain at their default values; pricing, discounts, paper stock, etc. are outside the scope for now. Operation should be simple: on launch the script prompts me once for those four pieces of data (manual entry, no files), then proceeds to open a fresh browser session, navigate to , authenticate with credentials that I’ll enter or store in an env file, and submit the book until it reaches the stage...

**Task Description:** We are developing a Selenium-based automation tool and need a **JavaScript stealth patch specifically optimized for Microsoft Edge (Chromium)**. The goal is to make the automated browser appear **as close as possible to a normal real user browser** when checked on fingerprinting test sites. **Requirements:** 1. Create a **JavaScript stealth patch** that can be injected using Selenium CDP: ```python driver.execute_cdp_cmd("", {"source": JS_PATCH}) ``` 2. The patch should help ensure that on fingerprint testing sites such as: * PixelScan * BrowserScan * similar browser fingerprint check tools the browser appears **natural and not flagged as automated**. 3. The patch should address common automation signals including (but not lim...

...required, authenticated sessions without manual intervention. Core expectations • Extract and store: product titles/descriptions, all associated images, SKU codes, and current prices. • Export: structured CSV or JSON for data, separate folder (or S3 bucket) for images, with clear file naming that links each image back to its SKU. • Tech stack: Python with libraries such as Scrapy, Playwright/Selenium, BeautifulSoup, or a comparable approach—whatever you can prove is most efficient and resilient. Basic computer-vision or OCR hooks are welcome if they improve image handling. • Reliability: graceful error handling, automatic retries, and a simple log file so I can trace any failed requests. • Modularity: the list of target domains should l...

...file with clear column headers. • Rate-limit awareness: the code must respect GitHub’s API or HTML limits, back off automatically, and allow me to supply personal access tokens when needed. Deliverables 1. A well-commented Python 3 script (or small module) ready to run from the command line. 2. with all libraries, preferably relying on popular requests, BeautifulSoup, Selenium, or the official GitHub API—whatever you find most stable. 3. explaining setup, how to set filters, how the checkpoint / resume mechanism works, and an example command. 4. A sample Excel output generated from a short demo run for verification. Acceptance criteria – The scraper returns accurate data for at least 100 test users matching given filters. – Stopp...

I am looking for a Python developer to create a simple and focused scraper script for Facebook Marketp...Output: • A file containing all product URLs for that seller • File format: TXT or CSV • Handle infinite scrolling to load all products Technical Requirements: • Python • Selenium or Playwright • Experience with dynamic websites • Clean, runnable, and well-structured code Important Notes: • No filters required (no country, city, or keywords) • No data is needed other than product links only • Manual login can be used if required Budget: Open — to be discussed based on experience and quality When Applying, Please Include: • Any previous experience with Facebook Marketplace scraping • The tool you plan to use (...

Web Scraping Stability Fix for Dynamic React-Based E-commerce Website Client Issue The client had a Selenium-based web scraping script that was failing intermittently. The script was intended to: Navigate product category pages Click into product listings Extract product title, price, SKU, and stock status However, it was: Throwing ElementClickInterceptedException Returning empty fields for some products Crashing during long scraping runs Running slowly due to excessive () usage The website was built with React and relied heavily on dynamic rendering and lazy loading. Root Cause Analysis After reviewing the script and testing the behavior in browser DevTools, I identified four main issues: Lazy-loaded content was not fully rendered before extraction attempts. React

...authentication (sessions, cookies, tokens) Manage rate limits, retries, and anti-bot protections Ensure zero data loss and high data integrity Design monitoring, logging, and alerting mechanisms Work with structured storage (SQL / JSONB) Requirements: Strong experience with Python Solid understanding of HTTP, APIs, and browser behavior Experience with tools like Playwright, Puppeteer, or Selenium Knowledge of proxy management and anti-detection strategies Database experience (PostgreSQL preferred) Ability to design deterministic, fault-tolerant workflows Nice to Have: Experience with large-scale scraping architectures Background in system design and performance optimization Familiarity with DevTools protocol and HAR analysis If you are detail-oriented, think in e...

...platform-specific extras). • Outputs to CSV or a lightweight database; happy to follow your recommendation as long as I can open the file and filter quickly. • Marks new or updated listings so I can focus on changes only. • Keeps logs I can review for errors or skipped pages and sends me a quick notification if something breaks. Deliverables 1. Fully documented source code (Python with Scrapy/Selenium, or another proven stack). 2. A simple configuration file where my criteria are stored. 3. Step-by-step setup guide so I can move the scraper to another machine or a cloud instance without headache. 4. One test run that shows data from all eight sites with my sample criteria applied. I’ll provide the initial filter sets as soon as we begin. Let m...

...open—fresh survey responses, publicly available web data, or even existing transactional records are all on the table. What matters is that the data be captured ethically, documented thoroughly, and delivered in a format ready for statistical analysis. Here’s what I need from you: • A brief proposal outlining the collection strategy, recommended tools (e.g., Qualtrics, Python/BeautifulSoup, Selenium, SQL, Excel), and estimated timeline • The final dataset in CSV or equivalent, fully de-duplicated and consistently formatted • A concise data dictionary describing each variable • A short methodology note (1-2 pages) explaining how the data was obtained, any limitations, and relevant citations or permissions Data integrity and respect for all ...

I need every piece of publicly available data pulled from three separate websites and packaged so I can work with it offline. The moment the contract is awarded I’ll hand you the URLs; from there I expect you to spin up an automated solution—Python with Scrapy, BeautifulSoup, Selenium, or a comparable stack—that captures all records, follows pagination, and handles any lazy-loaded content. Time is tight: the full job must be wrapped up within 3 calendar days. My total budget is fixed at US $300, so please be sure your approach fits comfortably inside that limit. Deliverables • A clean, well-structured file for each site (CSV or Excel, whichever you prefer) containing every scraped field. • The runnable scripts or notebooks you used, clearly commente...

I am looking for a Python developer to create a simple and focused scraper script for Facebook Mar...• A file containing all product URLs for that seller • File format: TXT or CSV • Handle infinite scrolling to load all products Technical Requirements: • Python • Selenium or Playwright • Experience with dynamic websites • Clean, runnable, and well-structured code Important Notes: • No filters required (no country, city, or keywords) • No data is needed other than product links only • Manual login can be used if required Budget: Open — to be discussed based on experience and quality When Applying, Please Include: • Any previous experience with Facebook Marketplace scraping • The tool you plan to use (...

I need a reliable way to collect product details from several e-commerce sites. I am open to either a fully automated scraper (Python, Selenium, BeautifulSoup, Playwright, etc.) or a well-structured manual process if that proves more stable for the target storefronts. Scope • Target pages: standard product listings and their individual detail pages on the chosen e-commerce sites. • Data fields: everything typically shown on a product page—title, SKU, description, images (URLs are fine), specifications, and the price shown at the moment of capture. • Output: please compile the final dataset in HTML or PDF, whichever reliably preserves the product information and any inline images. If your workflow first generates CSV/JSON/Excel and then converts, that is f...

...Title End-to-End Test Automation Setup for Web & API Application About Me I am a QA Automation Engineer with 3 years of experience in manual and automation testing for web-based and SaaS applications. I specialize in building scalable automation frameworks, reducing regression effort, and improving release confidence through CI/CD integration. What I Can Do For Your Project Web Automation Selenium / Playwright automation Page Object Model (POM) framework design Cross-browser testing (Chrome, Firefox, Edge) Smoke & Regression suite automation API Automation REST API testing (Postman / RestAssured / Playwright API) Schema validation Response validation & data-driven testing CI/CD Integration Jenkins / GitHub Actions integration Automated test executi...

I need fresh, accurate leads pulled from business directories, regular websites, and the major social-media channels. For every record I expect four separate Excel columns—contact name, company name, email address, phone number, website/social media link, and physical address—so the sheet is ready for immediate upload into my CRM. You may use any stack you prefer (Python, Scrapy, Selenium, BeautifulSoup, Apify, browser automation, etc.); I just need the final hand-off in .xlsx. I do want the workflow documented briefly so future batches follow the same logic. Deliverables for each batch • Clean Excel file with no duplicates, one row per company • Columns: Contact Name I Company Name | Social Media link / website | Email Address | Phone Number | Address ...

I want to sharpen my job-related skills in C# automation testing from the ground up. I’m still at the beginner stage, so the guidance has to start with fundamentals, then quickly move into hands-on practice. My immediate focus is mastering NUnit for writing, structuring, and running automated test suites. If time permits, I’m open to touching on Selenium or SpecFlow later, but the primary goal is to feel fully competent with NUnit in a real-world workflow. Here’s what I expect: • Short, regular live sessions (screen-share or pair-programming) where we walk through examples and refactor them together. • Small homework projects with clear feedback so I can measure progress. • Practical tips on setting up test environments, using assertions ...

...file. What matters most is that I can pre-set manufacturing-related filters before the search is submitted. At the moment my main filter is “manufacturing” (spelling in the page varies), but the code should make it easy for me to switch to other built-in filters such as date range, location or company name whenever required. Preferred approach • A headless-friendly Python solution using Selenium or Playwright to drive the browser, plus pandas / openpyxl to create the .xlsx file. • After I manually pass the CAPTCHA the script continues, fetches every paginated result, and writes a clean spreadsheet with headers exactly as shown on the site. Acceptance criteria 1. One-click run: I enter the filter value, the browser opens, I solve the CAPTCHA, the...

...appreciated. Your crawler should respect , rotate proxies or user-agents as needed to avoid blocks, and export the results as either CSV or JSON; if you can offer both, even better. I’ll point you to the first two target sites once we start, then we can iterate quickly on additional domains that share a similar layout. Please use a well-maintained stack (Python with Scrapy, Playwright or Selenium, or a comparable solution you’re comfortable supporting). Code quality matters because I plan to reuse and expand it, so keep it modular, clearly commented and ready to run from the command line. Deliverables: • Fully functioning scraper scripts for the agreed sites • Sample output file showing at least 100 products per site • Brief README with setup ste...

...site uses modern JavaScript). Clean mapping of "Attributes" (e.g., Faction, Unit Type). Handling of "Online Only" or "Pre-order" tags as custom meta-fields or tags. To Applicants: When applying, please provide: Realistic Price: A fixed-price quote for the full import of the current catalog. Technical Approach: A quick 2–3 sentence description of the tools you will use (e.g., Python/Scrapy, Selenium, custom PHP script, or WP All Import). Timeline: How many days will this take to ensure data accuracy? Note: Please acknowledge that you understand the requirement for sorting products by game system/faction....

Automate a sequence of everyday Chrome interactions for me using Python + Selenium. The script must: • Fill out web forms end-to-end, populating text fields, selects, check-boxes and uploads as required • Extract specific data from the resulting pages, returning clean values in JSON or CSV • Navigate through multi-page flows, clicking buttons/links and waiting for dynamic content to load Code should rely on the current stable Selenium bindings, work with the latest ChromeDriver, and include sensible waits, error handling and inline comments so I can adjust selectors later. Deliverables 1. A runnable .py file (or small module) that completes the three tasks above from a single entry point 2. A short README explaining setup, dependencies and how to adj...

...features Listing title Agent name Availability date Inspection details Key requirements: User must be able to review and edit all fields before final submit (no auto-submit). Logic should handle dynamic fields that change based on property type and available data. Clean, reliable implementation that can be extended later. Please include in your bid: Your experience with web automation (e.g. Selenium, Playwright, Puppeteer, RPA tools, etc.). Any past projects involving CRM form automation or real estate/property listing tools. A rough outline of how you would approach this (tech stack + high-level steps). This is an hourly project (2–8 USD/hr) with potential for ongoing work if the first version is successful....

...quickly. Deliverables • Zipped folder containing 221 JPEG cover images, each named with its ISBN • Updated spreadsheet showing the matched filename or direct URL for every retrieved cover I will consider the job complete when every requested row in the sheet has a valid JPEG and the images open cleanly without artefacts. If you automate the process, feel free to use Python, Google Books API, Selenium, or any other tooling you prefer, provided the method respects site policies....

My small Python script scrapes a single website with BeautifulSoup and has reliably pulled the data I need for months. Yesterday the site pushed an update and the extraction part suddenly broke—no errors, just empty results. I have not changed anythi...scraping section needs attention. • Provide a brief explanation of the fix so I can maintain it next time the site changes. Acceptance criteria: when I run the script it should populate the same CSV columns with valid, complete rows, matching the live site’s content at time of execution. The code is short—roughly 120 lines—and uses only requests, BeautifulSoup and pandas. No headless browser or Selenium is currently involved; I would like to stay with lightweight scraping unless adding one lightweight ...

...type • Full address • Star rating • Number of reviews Please return everything in a single, well-formatted Excel workbook so my sales team can filter and sort the data for outreach campaigns. The file should arrive free of duplicates and obvious errors, with each column clearly labelled and phone numbers in a consistent format. However you prefer to work—Python with BeautifulSoup or Selenium, Google Maps scraping libraries, or another reliable method—speed and accuracy are what matter most. If Google imposes any access limits along the way, you’ll need to handle proxies, delays, or captcha bypass so the sheet is complete. Deliverables are accepted once I can open the Excel file, scan a random sample of rows in Google, and see that the i...

...detailed bug report with steps to reproduce, environment info and severity for each finding. 2. A prioritised action list of fixes or optimisations I can hand straight to my dev team (or that you can implement if you also handle development). 3. A final verification round showing the issues resolved and no regressions introduced. If you have an established workflow that includes tools like Selenium, Cypress, Lighthouse or BrowserStack, feel free to leverage them—just make sure every observation is clearly documented and reproducible. I’m ready to start as soon as you can outline your approach and give me an estimated timeline for the first full test cycle....

...headings, data types and basic styling (date columns as dates, numbers as numbers, text wrapped where needed). Also send me the process and files so that I can test. Key points • 100 % coverage of all result pages on the site, not just a sample. • Output must be an Excel file with the cells pre-formatted for easy sorting and filtering. • Any scraping code or automation tool you build (Python + Selenium/BeautifulSoup, VBA, etc.) should be included so I can rerun the extraction when fresh results are posted. • If the site uses captchas, pagination or dynamic loading, handle those gracefully. • Keep the process compliant with the website’s terms of use. Deliverables 1. The completed, clean Excel workbook. 2. The runnable script or detai...