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I have several Excel sheets with Zenkart’s customer transactions and a few categorical fields that need to be made analysis-ready. The work begins with data quality: Income, DeliveryTime and Rating contain gaps that I want filled with predictive‐model imputation rather than simple averages, and Price, CLV and DeliveryTime show clear outliers that must be detected and corrected without distorting genuine extreme values. Once the data are reliable, I need to uncover patterns and future trends: • Segment customers through clustering that blends their demographics with purchasing behaviour, so we can profile each group and tailor marketing. • Train a classification model that flags whether a shopper is likely to churn (1) or stay active (0). • Build a time-series model that forecasts sales for the next 10–12 weeks and then quantify how the earlier missing data and outlier treatments influence that forecast’s accuracy. Deliverables will include the cleaned and documented dataset, reusable notebooks or scripts for each modelling task, visual and written summaries of findings, plus a brief note on performance metrics and the impact analysis. Please keep the workflow reproducible in Python or R—whichever you prefer—and reference any libraries you use so the results can be replicated easily.
ID do Projeto: 40007940
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I’m a fresher and this will be my very first project on Freelancer, but I have strong training in data cleaning, predictive modelling, clustering, and forecasting using Python/R. I’m looking for an opportunity to prove my skills through real project work, and your dataset is a perfect match for what I’ve practiced extensively. I can handle model-based imputation for missing values, robust outlier treatment, customer segmentation, churn classification, and 10–12 week sales forecasting with clear documentation and reproducible code. I’ll follow your workflow requirements carefully and provide clean scripts/notebooks, visual summaries, performance metrics, and a brief impact analysis. Since this is my first project, I’m fully committed to delivering accurate, well-explained results and maintaining clear communication throughout. I would be grateful for the chance to work on this and demonstrate my capability.
₹600 INR em 2 dias
0,0
0,0
12 freelancers estão ofertando em média ₹2.367 INR for esse trabalho

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.
₹12.500 INR em 3 dias
6,8
6,8

Hey there Glane here,hope you're doing well. I can help you in data cleaning and predictive analysis using R/Python ( comfortable in both ) focusing on data drawing insights and doing clustering,classification and time series forecasting. Feel free to get in touch.
₹2.500 INR em 1 dia
6,4
6,4

As an experienced Data Scientist and Analyst, I can assure you that your intricate project is well within my skill set. Python is my tool of choice, and I'm particularly proficient in its data analysis libraries like Pandas, Numpy, Matplotlib, Seaborn, etc. I also have hands-on experience with model building using Scikit-learn, TensorFlow, and Keras. These tools and skills allow me to effectively clean and transform raw data like you need for your projec
₹1.050 INR em 1 dia
4,5
4,5

From analysing your project requirements, I can confidently say that I am able to deliver exceptional results. I have extensive experience in data analysis, a skill that is essential for this project. By utilising Python or R, I will apply data pre-processing techniques and distinctive libraries such as pandas, numpy to ensure accurate imputations while avoiding distortion of genuine extreme values. To detect and rectify outliers without affecting the actual values, I will leverage on powerful libraries like Scikit-learn. Segmenting customers through demographic and purchasing behavioral clustering is one of my core specialties. In collaboration with your team, I will create models using K-means or hierarchical clustering algorithms to provide useful insights about your customer base so as to facilitate the tailoring of effective marketing strategies.
₹1.500 INR em 1 dia
4,9
4,9

This project aligns perfectly with my approach to transforming raw business data into clear, actionable intelligence. I focus on bringing structure to messy datasets through predictive imputations and careful outlier correction, ensuring the foundation is statistically reliable before modeling. From uncovering customer segments to identifying churn signals and forecasting sales trends, my workflow emphasizes accuracy, interpretability, and business impact. Every step—from preprocessing to modeling and visualization—is designed to be reproducible, neatly documented, and insights-driven. The final deliverables will be polished, clear, and directly aligned with decision-making needs.
₹600 INR em 7 dias
0,0
0,0

I can help you prepare your Zenkart customer datasets for advanced analysis and forecasting. I specialize in data cleaning, predictive imputation, and statistically sound outlier handling that preserves genuine extreme values. Once the data is reliable, I will perform customer segmentation using clustering, build a classification model to predict churn (0/1), and develop a time-series model to forecast sales for the next 10–12 weeks. I will also quantify how missing-value treatments and outlier corrections affect model accuracy. You will receive a fully cleaned dataset, reproducible Python/R notebooks, clear visualizations, and concise reports on metrics and insights. All workflows will be transparent, well-documented, and easy to replicate.
₹1.500 INR em 7 dias
0,0
0,0

Highly proficient in Advanced Excel functions (Pivot Tables, VLOOKUP) for powerful data analysis and automation. I transform raw data into clear, accurate, and actionable reports, ensuring exceptional data integrity and efficiency. Committed to streamlining your bookkeeping, accounts payable/receivable, and overall administrative workflows.
₹1.250 INR em 3 dias
0,0
0,0

dear client i am ready to work on your proposal. i will complete your project within 3 days and will deliver you with best of my knowledge
₹1.050 INR em 3 dias
0,0
0,0

I propose a end-to-end data analysis solution for your Zenkart transaction data. Using Python (pandas, scikit-learn, statsmodels), I will: Clean Data: Use predictive imputation (IterativeImputer) for missing values and robust outlier handling for Price, CLV, and DeliveryTime. Model & Analyze: Perform customer segmentation via K-Means clustering. Build a classification model (e.g., Random Forest) to predict customer churn. Develop a time-series model (SARIMAX/Prophet) to forecast the next 10-12 weeks of sales. Deliver & Quantify: Provide the cleaned dataset, reproducible scripts, a findings summary, and a clear analysis of how data cleaning improved the sales forecast accuracy. The workflow will be fully documented and reproducible. I'm confident this will deliver actionable insights for your marketing strategy.
₹4.000 INR em 30 dias
0,0
0,0

Hello! My name is Daniel ,a passionate and detail-oriented Microsoft Word & Excel expert dedicated to helping individuals, students, and businesses get smart, clean, and professional results. I transform your tasks into well-organized documents and data you can trust. With advanced skills in Word, I design professional reports, CVs, business documents, forms, letters, academic work, formatting, editing, tables, and templates that look polished, neat and easy to use. With strong Excel skills, I create dashboards, formulas, data entry sheets, charts, templates, reports, automation, and organized spreadsheets that simplify work and save time. I focus on accuracy, fast delivery, confidentiality, and clear communication to meet your needs. If you want professional work delivered with precision, I am here to help!
₹1.050 INR em 3 dias
0,0
0,0

Hello! I would like to work on your project. I have strong experience in cleaning data, handling missing values, fixing outliers, and building machine-learning models in Python or R. I can prepare your Excel sheets so they are ready for analysis by using model-based imputation instead of basic averages, and by detecting outliers without removing real extreme values. After the data is cleaned, I will create clear customer segments using clustering, build a model that predicts which customers might churn, and develop a time-series forecast for the next 10–12 weeks. I will also show how the missing data and outlier corrections affected the final forecast. You will receive the cleaned dataset, easy-to-understand notebooks or scripts, and simple visual summaries of all the results. My workflow will be fully reproducible and well-documented so you can reuse everything easily. I work carefully, explain everything clearly, and deliver on time. I would be happy to help you get accurate insights from your data.
₹800,79 INR em 7 dias
0,0
0,0

Pune, India
Membro desde ago. 11, 2025
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