Customer Data Analysis using SQL and Python

@ZohaibRoy

⭐⭐⭐⭐⭐ Analyze Customer Data for Healthcare Insights and Visualizations ❇️ Hi My Friend, I hope you're doing well. I've reviewed your project requirements and see you are looking for a comprehensive analysis of customer data. You don’t need to look any further; Zohaib is here to help you! My team has successfully completed 50+ similar projects for data analysis in healthcare. I will define patient journeys, classify outcomes, and identify drop-off points efficiently within your budget. ➡️ Why Me? I can easily do your data analysis as I have 5 years of experience in SQL and Python, specializing in data visualization and reporting. My expertise includes creating datasets, visualizations, and stakeholder-ready reports. Additionally, I have a strong grip on analytical methods and techniques that ensure clear insights for your product team. ➡️ Let's have a quick chat to discuss your project in detail and let me show you samples of my previous work. Looking forward to discussing this with you in chat. ➡️ Skills & Experience: ✅ SQL ✅ Python ✅ Data Analysis ✅ Data Visualization ✅ Reporting ✅ Bar Charts ✅ Line Graphs ✅ Boxplots ✅ Heatmaps ✅ Journey Mapping ✅ Outcome Classification ✅ Stakeholder Communication Waiting for your response! Best Regards, Zohaib

@mannanmaan1425

Hello Jack A., I have read the project details and understood the overall requirement. I am Abdul, with 5 years of experience in Python, Data Processing, SQL, Statistics, Statistical Analysis, Data Science, Business Intelligence, Data Analytics, and Data Visualization. I have successfully delivered multiple projects in similar domains. For this project, I will conduct a thorough analysis of customer data utilizing SQL and Python to define patient journeys, classify outcomes, and identify drop-off points. I will provide journey-level datasets, various visualizations (bar charts, line graphs, boxplots, heatmaps), and a stakeholder-ready PowerPoint report. Please take a look at my portfolio: https://www.freelancer.com/u/mannanmaan1425 Kindly ping me back so we can discuss the project further in the chat. Best regards, Abdul

@monicawriter99

Hello, I'm excited about the opportunity to work on your Customer Data Analysis project! With my proficiency in SQL and Python, I can meticulously analyze the customer data from your healthcare platform and deliver insightful results. My experience in data visualization will ensure that the final reports include engaging visual representations, such as bar charts, line graphs, boxplots, and heatmaps. I understand that the main objectives are to define patient journeys and classify outcomes like submitted, redirected, and abandoned cases. By identifying drop-off points, we can uncover valuable insights that will support your product teams in enhancing the online consultation feature. Once you're comfortable with the proposal, I'm ready to dive into the dataset and start crafting the journey-level dataset as well as the stakeholder-ready PowerPoint report. Thanks, Monicah

@HiraMahmood4072

Hello, I have over 7 years of experience in Data Processing, Data Science, Data Visualization, Statistical Analysis, Statistics, Python, and Data Analytics. I have carefully read the project requirements and understand the need for a comprehensive analysis of customer data from the healthcare platform's online consultation feature. To achieve the project goals, I will start by extracting and processing the data using SQL to define patient journeys and classify outcomes. I will then utilize Python for advanced statistical analysis and data visualization, creating various visualizations like bar charts, line graphs, boxplots, and heatmaps. The final deliverable will be a stakeholder-ready PowerPoint report summarizing the findings and insights derived from the analysis. I am confident in my ability to provide a detailed and insightful analysis that meets your requirements. I would appreciate the opportunity to discuss the project further in a chat to clarify any additional details or questions you may have. Best regards.

@divumanocha

Hello, I came across your project and found it truly interesting. With over eight years of hands-on experience in this field, I have successfully delivered high-quality solutions to clients worldwide. My dedication to excellence is reflected in the 180+ positive reviews from satisfied clients. I’d love to bring this expertise to your project and ensure outstanding results. However, I do have a few important points I’d like to clarify to align perfectly with your vision. Let’s connect via chat, where I can also share relevant examples of my past work. I'm looking forward to hearing back from you! Best Regards, Divu.

@hassannaweed4

With my proficiency in SQL and Python, I am more than capable of taking on your project concerning customer data analysis. Over the years, I've amassed deep experience in leveraging these two technologies to draw meaningful insights from complex datasets, such as your healthcare platform's customer records. I also possess an in-depth understanding of data visualization approaches that will make it easier for stakeholders to grasp the obtained information. Moreover, having a Master's in Software Engineering, I bring a unique skill set encompassing Big Data and AI, which could be very useful given the scale and complexity of your project. Not only can I navigate through large datasets with ease, but also utilizing AI in automating various aspects of the journey analysis and outcome classification would not be a challenge for me. Above all, I'm committed to delivering robust analysis that prioritizes user experiences. My approach is always centered around understanding not just the technical aspect of a project, but also its human-centric demands. It would be my pleasure to work with you and provide you with not just the deliverables outlined but also actionable recommendations derived from this data. Looking forward to hearing from you soon!

@maximg10

⭐Hi, I’m ready to assist you right away!⭐ I believe I’d be a great fit for your project since I specialize in analyzing healthcare and customer interaction data to uncover actionable insights, with clean, visual storytelling for stakeholders. I can deliver a thorough analysis quickly, with clear charts, journey mapping, and a ready-to-present report, keeping your team informed and on schedule. I’ve built SQL queries to extract user journeys and classify outcomes, and I use Python for data cleaning, aggregation, and advanced visualizations like heatmaps and boxplots. I also prepare executive-ready PowerPoint decks summarizing insights and key metrics. Your project will identify patient drop-off points, classify consultation outcomes, and provide visualizations that clearly show user behavior. This will help improve the consultation flow, reduce abandonment, and optimize patient engagement. If you have any questions, would like to discuss the project in more detail, or would like to know how I can help, we can schedule a meeting. Thank you. Maxim

@denisSolution

Hello client, I'm Denis Redzepovic, an experienced developer with expertise in Data Analytics, Data Visualization, Python, SQL, Data Processing, Statistical Analysis, Data Science, Statistics, Business Intelligence and Data Analysis. 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

@idefcoinfotech

Hi there, I understand your need to analyze patient interactions on your healthcare platform to define journeys, classify outcomes, and pinpoint drop-offs. I can transform raw consultation data into actionable insights with clear visualizations and stakeholder-ready reporting. With 8+ years of experience in data analysis, SQL, Python, and data visualization, I specialize in turning complex datasets into meaningful, decision-ready insights for product and healthcare teams. If you could open the chat window to continue the conversation, that would be great for me. Warm regards Idefco Before we discuss the project, please note that the price is a placeholder only.

@saba106

I am an expert statistician, Research Writer, and data analyst with more than eight years of experience. I have full command of Excel analysis, SPSS, STATA, R LANGUAGE, AND PYTHON. I am an expert in creating time series prediction models, working with survey data, conducting marketing analysis, building estimators, and medical analysis. I am a perfect match for your project share other details of the work so I can start working on your project. Will complete task on time.

@Feriver

Hello, I understand you’re looking to perform a detailed customer data analysis for your healthcare platform’s online consultation feature, focusing on mapping patient journeys, classifying outcomes (submitted, redirected, abandoned), and pinpointing drop-off stages. I specialize in SQL and Python-based analytics, combining robust data querying with advanced visualization to deliver actionable insights. My approach will start with creating a journey-level dataset by extracting and joining relevant tables via optimized SQL queries, ensuring accurate tracking of each user’s path. Using Python (Pandas, NumPy), I will process and classify interactions, then visualize trends through bar charts, line graphs, boxplots, and heatmaps using Matplotlib and Seaborn. The analysis will highlight critical drop-off points and provide recommendations for improving completion rates. Finally, I will compile a stakeholder-ready PowerPoint report that combines clear visuals, concise narrative, and strategic insights for your product team. The deliverables will be designed for both technical accuracy and business clarity, ensuring they are immediately actionable for decision-making. Best regards, Asif

@rosscarter1011

Hello I hope you are having a good day I am a computer engineer with experience in completing over 500 projects successfully. I can analyze your healthcare platform consultation data to define patient journeys, classify outcomes as submitted, redirected, or abandoned, and locate drop off points. I will produce a dataset at the journey level, visualizations including bar charts, line graphs, boxplots, and heatmaps, and a clear PowerPoint report for stakeholders. I will use SQL to extract and prepare the data, and Python for cleaning, analysis, and charting. I will follow your technical requirements and use the attachments and dataset you provide. Can I know the details of your project timeline? I am flexible with pricing to build a long-term relationship, offering top-tier work quality (based on reviews), post-project support, and providing a small portion of the work for free as a test. ***Considering this is our first collaboration, we can agree on a certain percentage discount.***

@JaibhanSinghGaur

Hi, We have strong expertise in Python, SQL, and advanced data visualization (bar charts, line graphs, boxplots, heatmaps). Skilled in building clear, stakeholder-ready reports with actionable insights, we can quickly process your dataset to map patient journeys, classify outcomes, and pinpoint drop-off points. Let’s connect to finalize requirements.

@Muhammadzeesha59

Hello Sir/Mam I am excited to offer my expertise in Data Analysis to assist . With a robust background in making case studies and projects, proficiency in R, spreadsheet tools, and Tableau, Power BI , SQL , Excel , SPSS Statistics , Data Entry . I am well-prepared to support you in your Project . My ability to deliver exceptional results on time and with utmost quality . I believe that my skill set makes me the ideal candidate for this project Please come on chat we will discuss more about this I will be waiting for your reply . Thank you !

@annes01

This is exactly the kind of work I love doing. Proficient in SQL and Python, I specialize in analyzing customer data and creating insightful visualizations. With experience in defining patient journeys and identifying drop-off points, I assure you of stakeholder-ready reports and comprehensive datasets. I've handled similar projects off-platform successfully and look forward to delivering exceptional results. I'm happy to offer insight even if you don’t go with me. Regards, Anne S.

@maddifreelancer

As a seasoned Python developer with a deep understanding of data analysis, I am confident that I have the skills and experience necessary to undertake your project with utmost quality and efficiency. My expertise in SQL and Python can bring your desired comprehensive exploratory analysis to fruition by diving into your healthcare platform's valuable customer data. Throughout my career, I've consistently harnessed my analytical skills to unearth unique insights that drive business decision-making. I am well-versed in translating raw data into clear patterns and actionable strategies – exactly what you need for classifying patient outcomes, understanding journeys, and improving the user experience of your platform. Additionally, my proficiencies in data visualization techniques will enable me to present the findings in intuitive, story-driven graphs ensuring that the key findings are easily digestible for product teams. This coupled with my commitment to delivering stakeholder-ready reports make me an ideal fit for your project. Together, we can distill patterns from your dataset into transformative insights that bolster your offerings.

@RabailFarrukh

Dear , I am excited about the opportunity to work on your project involving the analysis of customer data using SQL and Python. With my expertise in both languages and experience in data visualization, I am confident in my ability to deliver the journey-level dataset, visualizations, and stakeholder-ready PowerPoint report you require. I am eager to dive into the data, define patient journeys, classify outcomes, and identify key insights to drive informed decision-making for your healthcare platform. I look forward to discussing further details and collaborating on this project to provide valuable insights for your product teams. Best regards,

@sharmashivangi00

Hello there, wish you good health. I’ve reviewed your event log structure and the goal of mapping the user journey for the online consultation product. My planned analysis will highlight completion, redirection, and abandonment points, with clear visualizations of drop‑off patterns to guide product improvements. Let's work as a team. **Question for you --Do you want the analysis to segment user journeys by device type or acquisition channel, so we can identify whether drop‑off rates differ across these segments?** Rough estimated Timeline - 3 to 5 weeks -- It will be revised once we have good discussion and finalise the scope of this project. Looking forward to your message and work as a team. Regards Shivangi

@maksymh31

Hello Jack, I'm excited about the opportunity to work on the comprehensive analysis of your healthcare platform's customer data. With a solid proficiency in SQL and Python, I am confident in my ability to define patient journeys, classify outcomes, and pinpoint drop-off points effectively. I will deliver a detailed journey-level dataset, complemented by insightful visualizations including bar charts, line graphs, boxplots, and heatmaps. Additionally, I will prepare a stakeholder-ready PowerPoint report to communicate findings clearly and effectively to your product teams. Understanding the technical requirements you've outlined is crucial, and I appreciate the attachments you've mentioned. I’m fully prepared to engage with them to ensure a thorough analysis. How soon do you need the initial insights and visualizations from the analysis to support your ongoing discussions? Thanks, MAKSYM