Customer Product Preference Analysis

@schoudhary1553

I have over 7 years of unwavering commitment to providing the finest data analysis, visualization and database administration services to esteemed clients like yourself. In particular, my proficient skills in Python, SQL and statistical analysis are just what you need for this project. Through the use of these powerful tools and my vast knowledge in web scraping, I am more than capable of cleaning, merging and mining the dataset from your e-commerce backend, ensuring its tidiness and clear transformation process. Moreover, as someone who has worked with top companies including Metlife GOSC, DXC Technologies and Elite Services, I understand the significance of timely delivery without compromising on quality. Therefore, it's my assurance that I will complete this arduous task within the shortest possible time span while still being highly accurate; earning every penny worth of your investment. Lastly, not only will I provide you with valuable insights through visually appealing charts and interactive dashboards (I work with ridiculous speed in Tableau!), but I'll also back them up with concrete metrics or charts as per your acceptance criteria. The ultimate goal is to turn messy commerce data into decisive product direction and with me on board, I can confidently ----

@OutsourceMan

⭐⭐⭐⭐⭐ Thank you for the clear and focused brief. CnELIndia, led by Raman Ladhani, specializes in turning raw e-commerce data into actionable market direction, and we can support you end-to-end on this project. Our approach begins with a structured audit of your sales records and interaction logs, followed by rigorous data cleaning, normalization, and merging using Python and SQL. Every transformation step will be fully documented in a reproducible notebook, ensuring transparency and auditability. Next, we apply statistical analysis and segmentation techniques to map detailed product preferences, identify demand drivers, uncover emerging trends, and flag catalogue gaps. Raman Ladhani personally oversees the analytical framework to ensure insights are evidence-based and business-relevant. We then translate findings into a clear insight report with fast-loading visuals and build an interactive dashboard in Power BI or Tableau for flexible filtering by date, category, and campaign. Finally, we deliver a concise, metric-backed action list outlining which products to promote, scale, optimize, or phase out. Our focus is speed, clarity, and decisions you can act on immediately. We’re ready to start as soon as you are.

@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

@mobimubasir

Hello. I read your requirement i will do that. Please come on chat we will discuss more about this. I will waiting your reply

@efanntyo

Hello Neng N. Hope you are doing well! This is Efan , I checked your project detail carefully. I am pretty much experienced with Sales Promotion, Database Administration, Python, Big Data Sales, Data Analysis, SQL, Statistical Analysis, Data Visualization and QlikView for over 8 years, I can update you shortly. Cheers Efan

@mykhaylob4

✋ Hi there. I can analyze your customer data to reveal clear product preferences and actionable insights that sharpen your market strategy. ✔️ I have solid experience in data cleaning, transformation, and analysis using Python and SQL, and creating interactive dashboards in Tableau, Power BI, and Looker Studio. In previous projects, I processed raw sales and interaction logs to uncover product trends, emerging gaps, and customer behavior patterns that directly informed marketing and inventory decisions. ✔️ For your project, I will clean and merge your datasets, perform detailed preference analysis, and produce a well-commented notebook showing every step. I will create an interactive dashboard you can filter by date, category, or campaign, and prepare a concise insight report with visualizations and recommendations. ✔️ I will also deliver a clear action list highlighting which products to promote, expand, or phase out, ensuring all findings are reproducible and backed by metrics. Let’s chat so I can review your data and start turning it into precise, actionable product insights. Best regards, Mykhaylo

@arbu1499

Hello, I can help with this. I have strong experience analyzing e-commerce customer and sales data to identify clear product-preference patterns and translate them into actionable business recommendations. I will clean and merge your raw data using a reproducible Python/SQL workflow, build an interactive dashboard in Power BI and deliver a concise insight report that clearly shows which products to promote, expand, or phase out—each backed by measurable metrics and visuals. Regards, Arbaz S

@vorasiddh4it

Hello Neng N. I help businesses turn raw e-commerce data into clear product decisions. I’ve delivered multiple market optimization and customer-preference analytics projects where messy sales + interaction logs were transformed into actionable product strategies. ? How I Will Approach Your Project 1️⃣ Data Cleaning & Integration Ingest raw sales records + interaction logs De-duplicate, normalize SKUs, handle missing values Merge datasets using customer, product & time keys Fully reproducible Python (Pandas) + SQL pipeline 2️⃣ Customer Preference & Market Analysis Product affinity & co-purchase analysis RFM segmentation + cohort behavior trends Category performance by time, campaign & region Statistical validation (lift, contribution %, trend significance) 3️⃣ Insights → Decisions Identify: • Products to promote aggressively • Items to expand or bundle • Low-ROI SKUs to phase out Every recommendation tied to a metric or chart 4️⃣ Dashboard & Reporting Interactive dashboard (Power BI / Tableau / Looker Studio) Filters: date, category, campaign, customer segment Fast-loading visuals (<5s) & executive-ready PDF/Slides ? Techniques Used • Customer segmentation (RFM, clustering) • Product preference scoring • Trend & seasonality analysis • Statistical sales uplift analysis ? Relevant Projects E-Commerce Product Preference Mining Dashboard Customer Segmentation & SKU Rationalization Engine Sales Funnel & Campaign ROI Analytics System

@devbaloni1983

Hello , Hope you are doing great! I am a Python Developer with strong experience in building scalable, high-performing applications, automation scripts, APIs, data processing systems, and backend development. I can help you deliver a clean, optimized, and efficient Python solution for your project. Why Choose Me 1. Strong command over Python, Django, Flask, FastAPI 2. Expertise in API development & integration 3. Experience with automation, scripting, bots, and AI/ML tasks 4. Database experience: MySQL, PostgreSQL, MongoDB 5. Clean, optimized, well-commented code 6. End-to-end development: design -build - test - deploy What I Can Build 1. REST APIs (FastAPI / Flask / Django) 2. Automation scripts & bots 3. Web applications 4. Data scraping, cleaning, ETL pipelines 5. Machine Learning / AI models 6. Python-based tools and utilities 7. Integration with third-party APIs 8. Bug fixing and performance optimization Availability I can start immediately and share updates daily. Let’s Discuss Share your exact requirements or any reference, and I’ll provide: 1. Timeline 2. Cost estimate 3. Technical plan Looking forward to working with you!

@zeljkoi6

Hi there,\nI'm excited about the opportunity to analyze your customer data and provide actionable insights to enhance your market strategy. With extensive experience in data analysis and visualization, I will clean and merge your sales records and interaction logs, delivering a tidy dataset along with a comprehensive insight report. I'll also create an interactive dashboard to help you filter results easily and provide a concise action list based on your key product-preference patterns. I can start the project as soon as you're ready, and I'm confident that my findings will be both reproducible and impactful.

@durgesh8527

As a FULL STACK SOFTWARE ENGINEER and seasoned product consultant with a solid background in Big Data analysis, your project aligns perfectly with my skillset. I have comprehensive experience in handling large datasets from multiple sources, cleaning and transforming them using PostgreSQL as well as Python. Plus, I can comfortably develop your data into a user-friendly SQL or Python notebook, ensuring each step of the process is well-documented for hassle-free reproducibility. While extracting great insights from data is crucial, I believe the ability to effectively communicate these findings and translate them into actionable strategies is equally paramount. With over 10 years in Web Design Ecommerce and an excellent proficiency in visualization tools like Tableau, Power BI and Looker Studio, I possess the exact skills you need to create a concise yet impactful insight report and an interactive dashboard which will facilitate quick filtering of results by various parameters like date range,category or campaign.'.

@professorxwriter

As a skilled Python developer, I bring a unique set of data processing and analysis capabilities to the table that will be invaluable in completing your customer product preference analysis. I have a proven track record of turning raw data into meaningful business insights and have the finesse to ensure the processes are well-documented and reproducible. My experience in both Forex trading and virtual assistance has honed my ability to identify market trends and capitalize on them, skills which I can seamlessly transfer to your e-commerce project. I am also adept at using visualisation tools such as Tableau or Power BI to present complex data in easy-to-understand formats, which is essential for generating action-ready recommendations. You need someone who can not only transform your raw data into insightful analysis but also provide you with practical suggestions for your marketing strategy. With me, you get all that and more - precision, reliability, and a commitment to profit-focused results. If you want an analytical partner who leaves no stone unturned in data cleaning, merging , mining and gives you clear path (with graphs & metrics) for your future course of action, look no further!

@malkesh3m

⭐ Hello there, My availability is immediate. I read your project post on Python Developer for Customer Product Preference Analysis. I am an experienced full-stack Python developers with skill sets in - Python, Django, Flask, FastAPI, Jupyter Notebook, Selenium, Data Visualization, ETL - React, JavaScript, jQuery, TypeScript, NextJS, React Native - NodeJS, ExpressJS - Web App Development, Data Science, Web/API Scrapping - API Development, Authentication, Authorization - SQLAlchemy, PostegresDB, MySQL, SQLite, SQLServer, Datasets - Web hosting, Docker, Azure, AWS, GPC, Digital Ocean, GoDaddy, Web Hosting - Python Libraries: NumPy, pandas, scikit-learn, tensorflow, etc. Please send a message So we can quickly discuss your project and proceed further. I am looking forward to hearing from you. Thanks

@brayanstiven5

Hi Neng N.. I am very excited with your project because I have completed similar project recently. The skills required for your project are my main specialty.(Database Administration, QlikView, Data Analysis, SQL, Big Data Sales, Sales Promotion, Python, Data Visualization and Statistical Analysis) I can handle this perfectly and have abundent experiences. Please confirm that I am one of the best fits for you and drop me a message for further discussion. Thanks and Best Regards.

@dushyant317

I bring 13 years of professional experience delivering high-quality results. I have strong expertise in all the required skills listed for this project. My approach ensures accuracy, clear communication, and timely delivery. I am confident I can exceed your expectations with efficient, reliable work. Looking forward to contributing to your project—ready to begin immediately.

@kuafu

I am excited to work on this project! With my expertise, I can deliver high-quality results within the specified timeframe. I have successfully completed similar projects and am confident I can meet all your requirements. I will provide regular updates and ensure clear communication throughout the project. Looking forward to collaborating with you!

@susany6

I will clean and merge your raw sales records + interaction logs into a reproducible dataset/notebook (SQL/Python) with clear, commented steps. Then I’ll map product preferences by segment, category, date range, and campaign using metrics like conversion rate, repeat purchase, AOV, and trend velocity. You’ll get a concise insight report (PDF/Slides) with fast-loading visuals and evidence-backed recommendations, plus a dashboard in Power BI for quick filtering and drill-down. Finally, I’ll deliver an action list that explicitly flags which products to promote, expand, bundle, discount, or phase out—each tied to at least one chart/metric.

@echekwa

Hi Client, I can help you turn your customer and sales data into clear, actionable market insights. I have strong experience in sales and customer analytics, where I’ve cleaned, merged, and analyzed raw e-commerce data to uncover product preferences, buying patterns, and growth opportunities. I’ll deliver a fully reproducible workflow (SQL/Python), a clear insight report highlighting key preference trends and catalogue gaps, and a fast, interactive dashboard in Power BI so you can filter by date, category, or campaign. Every recommendation—what to promote, expand, or phase out—will be backed by clear metrics and visuals, ensuring you can act with confidence immediately. Check out my portfolio item: https://www.freelancer.com/u/echekwa Regards, Chijioke

@charondaj

Hi There Neng N., I am skilled web programmer with skills including Big Data Sales, Data Analysis, Statistical Analysis, Data Visualization, Python, SQL, Database Administration, Sales Promotion and QlikView. Please contact me to discuss more regarding this project. If you have any questions, please let us know