Guesty Financial Data Analysis

@AwaisChaudhry

Hello, I’m Muhammad Awais. I will handle the full cycle for your Guesty financial data project, starting with secure extraction from Guesty’s public API, then building a clean data layer and a real‑time dashboard. I will design a robust data pipeline to pull bookings and payouts, validate and standardize fields, and post the results to a secure web page or dashboard you can access instantly. For analysis, I will compute profitability, liquidity, and efficiency ratios, and add extra KPIs such as occupancy trends, lead time, average daily rate, refund rates, and cash flow timing to give you a clear view of performance. I’ll use a reliable stack you’re comfortable with, likely Python + Pandas for data processing, with a dashboard option via Power BI or Tableau depending on preference. The approach: 1) connect to Guesty API with secure credentials, 2) schedule incremental pulls and handle rate limits, 3) transform data into a unified schema, 4) build calculated metrics and dashboards, 5) ensure role-based access and audit trails, 6) deliver a drill‑down view from high level to booking level. Please confirm the target data fields and any authentication constraints so we can tailor the pipeline immediately. What is your preferred data hosting location and access method for the live dashboard? What specific Guesty endpoints and fields are you most interested in first? Do you require multi‑user authentication or an SSO setup? What is your expected refresh frequency for the data? Whic

@LiveExperts

Hello, As data enthusiasts and expert statisticians, we are the perfect fit for your Guesty Financial Data Analysis project. Within our impressive over 15 years of combined experience in data analysis, software development and statistics, we have successfully integrated numerous APIs, delivered outstanding financial analysis work and developed intuitive dashboards. Our proficiency with languages and tools like Python, Pandas, Power BI, Tableau and more qualifies us for delivering clear cut data-driven solutions to aid your business's decision-making processes. When connecting to the Guesty API, we follow a systematic approach involving harvestiong data through their public API securely to post it on an accessible web page or dashboard in real-time. We clean data meticulously using our expert knowledge in SPSS and other analytical tools ensuring pristine accuracy for subsequent analyses. With respect to analysis, we are well conversant with the primary metrics of profitability, liquidity and efficiency ratios as outlined in your project description. Additionally, leveraging on our statistician skills, we can also identify bespoke KPIs that align directly with your business objectives but haven't been tapped into yet. In terms of findings presentation, we are highly flexible. We could either prepare comprehensive reports or simply equip you with powerful visualizations using graphical representation tools like Power BI or Tableau. Ou Thanks!

@Herculesz

Hi I can integrate directly with the Guesty API to pull real-time booking and payout data, clean and structure it, and publish it to a secure analytics dashboard you can access anytime. A key technical challenge is normalizing Guesty’s raw financial and reservation data, and I solve this through automated ETL pipelines that validate transactions, unify payout structures, and eliminate discrepancies before analysis. Once the data pipeline is stable, I’ll build profitability, liquidity, and efficiency ratios—plus additional KPIs tailored to your portfolio’s performance patterns. The dashboard will support drill-down views so you can explore metrics by listing, channel, date range, or property group. I can deliver the analytics layer using Python/Pandas or a BI tool like Power BI/Tableau, depending on your preference for visualization and portability. Everything will be documented clearly so you can rely on the system for fast, data-driven decisions. Thanks, Hercules

@sajjadtaghvaeifr

Hello, I trust you're doing well. I am well experienced in machine learning algorithms, with nearly a decade of hands-on practice. My expertise lies in developing various artificial intelligence algorithms, including the one you require, using Matlab, Python, and similar tools. I hold a doctorate from Tohoku University and have a number of publications in the same subject. My portfolio, which showcases my past work, is available for your review. Your project piqued my interest, and I would be delighted to be part of it. Let's connect to discuss in detail. Warm regards. please check my portfolio link: https://www.freelancer.com/u/sajjadtaghvaeifr

@ASirbescu

Hello, As an experienced Full-Stack Developer with a specialization in Python and a strong propensity for data analysis, I am exceptionally well-positioned to handle the task of full-cycle financial analysis for your Guesty account. My deep understanding of Python, statistical analysis, and expertise with APIs dovetail perfectly with your project requirements. To connect to the Guesty API and retrieve meaningful data, my approach will involve leveraging clean code, automation tools, and REST APIs. With this foundation, I intend to integrate that data into an analytics stack (most probably Python + Pandas) to generate deep insights on profitability, liquidity, efficiency ratios, and any other KPIs that would steer your business effectively. My ultimate goal is to create a highly informative yet easy-to-understand web dashboard where you can access all these critical financial analyses in real-time. Building on my frontend development expertise, I'll ensure that the dashboard is not only visually pleasing but also intuitive to navigate so that you can make faster, data-driven decisions about your business. Thanks!

@denisSolution

Hello client, I'm Denis Redzepovic, an experienced developer with expertise in Statistical Analysis, Tableau, API Integration, Statistics, Python, Data Analysis, Power BI and SPSS Statistics. I have worked extensively on diverse Python projects, ranging from backend development and automation to data processing and API integrations. My deep understanding of Python’s libraries and frameworks allows me to build efficient, scalable, and maintainable solutions. I pay close attention to code quality and performance to ensure your project runs flawlessly. With my solid experience, I’m confident I can deliver results that exceed your expectations. I focus on writing clean, maintainable, and scalable code because I know the difference between 99% and 100%. If you hire me, I’ll do my best until you’re completely satisfied with the result. Let’s discuss your project details so I can tailor the perfect Python solution for you. Thanks, Denis

@Feriver

Hello, I understand that you are looking for a freelancer to handle end-to-end financial analysis for your Guesty account. My approach will start with integrating Guesty’s public API to extract raw booking and payout data, cleaning and structuring it for reliable analysis. I will then develop a secure, real-time dashboard using Python with Pandas and Plotly, or Power BI/Tableau depending on your preference, allowing interactive drill-downs into profitability, liquidity, and efficiency ratios. Additional KPIs, such as occupancy trends, revenue per listing, and seasonal performance, can be incorporated to provide a holistic view of business health. The final output will be actionable insights delivered through intuitive visualizations and exportable reports. I have extensive experience in API integration, financial analysis, and interactive dashboard development, which aligns perfectly with your requirements. My goal is to provide a robust, user-friendly tool that enables fast, data-driven decision-making for your business. Thanks, Asif

@sramireddy065

Hi, I can automate your Guesty financial reporting so you never have to manually analyze data again. I specialize in the Guesty Open API and building secure, real-time dashboards. My Plan for Your Project: Live Sync: I'll connect directly to your Guesty ledger via API (no manual exports). The Dashboard: A secure web view (Python/Streamlit) showing Profitability, Liquidity, and Efficiency ratios. The Goal: A "one-click" drill-down view of your property performance. Quick Question: Do you already have your Guesty API credentials ready, or would you like me to show you how to generate them? I can have your initial data map ready within 24 hours. Best, Srav

@Ahmedh058

Hi there, I’m Ahmed from Eastvale, California — a Senior Full-Stack Engineer with over 15 years of experience building high-quality web and mobile applications. After reviewing your job posting, I’m confident that my background and skill set make me an excellent fit for your project — Guesty Financial Data Analysis . I’ve successfully completed similar projects in the past, so you can expect reliable communication, clean and scalable code, and results delivered on time. I’m ready to get started right away and would love the opportunity to bring your vision to life. Looking forward to working with you. Best regards, Ahmed Hassan

@dtk507

Hello! I understand your goal of analyzing financial data from your Guesty account comprehensively. I will start by seamlessly integrating with Guesty's public API to extract raw booking and payout data. Following that, I will create a secure dashboard where you can access this data in real time. Once the data flow is established, I will conduct in-depth financial analyses focused on profitability, liquidity, and efficiency ratios, while also providing additional KPIs that could benefit your decision-making. For the analysis, I prefer using Python and Pandas for data cleaning and manipulation, with results visualized using Tableau for clear, actionable insights. This will empower you to make faster, informed business decisions. Regards, Davide

@softsolution2000

I have extensive experience in Python, Statistics, Statistical Analysis, SPSS Statistics, and Tableau, making me a perfect match for the Guesty Financial Data Analysis project. I am confident in my ability to connect to the Guesty API, clean the data, and analyze it using the best tools available. Once we discuss the full scope, we can adjust the budget accordingly. My priority is to deliver high-quality results within your budget. Please review my 15-year-old profile to see my track record. Let's discuss the job details and get started right away. I am ready to showcase my commitment by starting work before being officially hired. Looking forward to your response.

@citijayamala

1. I am an expert in Statistics, Regression analysis, Linear regression analysis, p value, ANOVAs, etc. I use excel and other statistical software like SPSS, STATA, E-views for data analysis and statistical analysis based on client requirement. 2. Have done many projects in statistics using SPSS, STATA, E-views. I read your project and sure I can handle your project. 3. Your project will be delivered on time with high standard 4. Assistance will be provided with number of clarifications until client satisfaction 5. I will provide assistance even after the payment. And will maintain data (content) security

@jackson325

Hello! I understand that you’re seeking a freelancer to conduct comprehensive financial data analysis for your Guesty account, starting with API integration and culminating in actionable insights. I have successfully completed similar projects where I utilized APIs for data extraction and created real-time dashboards. For instance, I integrated various financial data sources and presented them clearly using Tableau, which resulted in improved decision-making efficiency for my previous clients. ✅My Plan: - Connect to the Guesty API to extract booking and payout data securely. - Clean and organize the data to ensure accuracy. - Build an interactive dashboard using Power BI for real-time monitoring. - Calculate key financial metrics including profitability, liquidity, and efficiency ratios, while identifying additional KPIs for valuable insights. Could you share any specific KPIs you're currently tracking? Additionally, do you have a preferred visualization tool? Best regards, Hongqiang Chen

@vishal1145

Your Guesty API has a 500-request-per-hour rate limit that will throttle your dashboard if you're pulling booking data in real time without caching. That means your dashboard will go stale during peak hours when you actually need live data to make pricing decisions. Before I architect the solution, I need clarity on two things: How many properties are you managing (this determines whether we need batch processing or can use direct API calls), and do you need historical trend analysis going back 12+ months or just forward-looking cash flow projections? The data volume dictates whether we build this on PostgreSQL with scheduled ETL jobs or use a lighter Redis cache with Python workers. Here's the technical approach: - GUESTY API + PYTHON: Build an async data pipeline using Python requests library with exponential backoff to handle rate limits, then store normalized booking data in PostgreSQL with proper indexing on reservation dates and payout status. - POWER BI EMBEDDED: Create a live dashboard with drill-down capability showing occupancy rates, RevPAR, and net operating income by property, connected via DirectQuery so you see updates within 15 minutes of API sync. - FINANCIAL RATIOS: Calculate operating expense ratio, debt service coverage, and cash-on-cash return using your payout data, then flag properties underperforming your portfolio average by 20% or more. - AUTOMATED ALERTS: Set up Slack or email notifications when any property's occupancy drops below 70% or when payout delays exceed 5 days, so you're not hunting through dashboards for problems. I've built similar analytics systems for 4 property management companies processing 200K+ bookings annually. The last client reduced their average vacancy period from 4.2 days to 2.1 days because they could spot pricing inefficiencies in real time. Let's schedule a 20-minute call to walk through your current Guesty setup and confirm the data structure before I start pulling API endpoints.

@MQamar123

As a seasoned software developer with over 7 years of experience, I can confidently handle the technical, analytical, and data presentation aspects of your Guesty financial data analysis project. Since familiarity with API integration is crucial for this job, my extensive experience using different APIs to fuel various software products makes me a great fit. I understand the nuances involved in pulling raw data, cleaning it, and thoroughly integrating it into new systems - a skill that ensures efficient flow and maximizes business operations. I specialize in providing tailor-made solutions based on clients' unique needs and goals. Handling diverse projects like yours helps solidify my ability to adapt to new technologies quickly and effectively contribute to their success. By choosing me for your Guesty financial data analysis project, you're selecting a highly experienced problem-solver who delivers top-notch quality within agreed-upon timelines and can make your business steer more effectively by making faster, data-driven decisions.

@ianb65

Hello, there! I can handle both the technical integration and the financial analytics layer end-to-end. First, I’ll connect securely to the Guesty public API using OAuth/token authentication and build a small backend service (Python + FastAPI or Node.js) that pulls bookings, payouts, fees, and property-level data on a scheduled basis. The data will be cleaned, normalized, and stored in a structured database (PostgreSQL recommended for financial reporting integrity). From there, I’ll expose a secure dashboard (role-protected web app) that updates automatically and supports drill-down by property, time range, and channel. For analysis, I’ll calculate core metrics including net revenue, contribution margin per property, payout timing gaps (liquidity exposure), operating expense ratios, occupancy yield, ADR trends, and efficiency ratios (revenue per listing, cost per booking, payout cycle time). I’ll also surface cash-flow visibility and forecast indicators so you can anticipate liquidity needs. The dashboard can be built in a lightweight custom interface or integrated with a BI layer like Power BI or embedded analytics—whichever fits your workflow. The goal is real-time visibility with actionable KPIs, not static reports. Best regards, Ian Brown

@toriquldev123

Hello Dear! I write to introduce myself. I'm Engineer Toriqul Islam. I was born and grew up in Bangladesh. I speak and write in English like native people. I am a B.S.C. Engineer of Computer Science & Engineering. I completed my graduation from Rajshahi University of Engineering & Technology ( RUET). I love to work on Web Design & Development project. Web Design & development: I am a full-stack web developer with more than 10 years of experience. My design Approach is Always Modern and simple, which attracts people towards it. I have built websites for a wide variety of industries. I have worked with a lot of companies and built astonishing websites. All Clients have good reviews about me. Client Satisfaction is my first Priority. Technologies We Use: Custom Websites Development Using ======>Full Stack Development. 1. HTML5 2. CSS3 3. Bootstrap4 4. jQuery 5. JavaScript 6. Angular JS 7. React JS 8. Node JS 9. WordPress 10. PHP 11. Ruby on Rails 12. MYSQL 13. Laravel 14. .Net 15. CodeIgniter 16. React Native 17. SQL / MySQL 18. Mobile app development 19. Python 20. MongoDB What you'll get? • Fully Responsive Website on All Devices • Reusable Components • Quick response • Clean, tested and documented code • Completely met deadlines and requirements • Clear communication You are cordially welcome to discuss your project. Thank You! Best Regards, Toriqul Islam

@Lincolnwhiz

With my extensive experience in API integration, data analysis, and Python programming, I am confident that I will be the perfect fit for your Guesty financial data analysis project. I understand the value of clean, organized and easily accessible data and this is how I’ll approach using Guesty’s public API to pull and display your booking and payout figures in real-time on a secure web page or dashboard. My preferred analytics stack of Python + Pandas ensures efficiency and accuracy in data cleaning while facilitating comprehensive financial analysis. I’m well-versed in evaluating various financial ratios such as profitability, liquidity and efficiency; however, I’m also open to incorporate additional KPIs you believe could offer valuable insights into managing your business more effectively. Finally, my intention is to deliver more than just raw code but rather a scalable and secure solution that can grow with your business. Together we can build an analytical system for you that’s reliable, efficient and capable of empowering you to make better, data-driven decisions faster. Let my technical proficiency and commitment to long-term value addition enhance your Guesty experience today!

@Bhartifreelancer

Drawing on my multitude of skills and expertise in data analysis, including API integration and data cleaning, I am confident that I am the ideal freelancer for your Guesty Financial Data Analysis project. My years of experience have equipped me with proficiency in Python, Pandas, Power BI, Tableau - as well as many other analytics stacks - all of which can help in effectively evaluating your data. For connecting to the Guesty API, I would use Python to pull the raw booking and payout information before posting it to a secure web page or dashboard that you can effortlessly access. My approach is built around ensuring a clear, drilled-down analysis of your performance through financial ratios such as profitability, liquidity, efficiency and further KPIs that could prove beneficial to your business model. My dedication to understanding client business needs will allow me to provide you with insightful analysis relevant to improving your decision-making processes.