Mixed Text-Numeric Data Cleaning - 16/01/2026 09:46 EST

@vayac

Hi, I can thoroughly clean and prepare your mixed dataset (free-form text + numerical fields) so it’s fully analysis-ready. I have hands-on experience auditing datasets to remove duplicates, standardize inconsistent formatting, handle missing values, and flag anomalies for quick review and approval. I’m comfortable working with Excel (Power Query), Google Sheets, Python (pandas), or OpenRefine, and I’ll choose the tool that best fits your data and timeline. Along with the cleaned dataset, I’ll provide a clear change log explaining what was modified and why, so everything remains transparent. I’ve completed similar data-cleaning projects involving messy text fields, inconsistent numeric entries, and validation rules, and I work efficiently with interim reviews to avoid rework. Once you share the file and any field-specific rules, I can proceed immediately. Happy to share relevant examples and align on milestones.

@aqillahnazihah

Hello, My name is Aqillah, and I’m a detail-oriented freelancer with strong experience in data cleaning, validation, and preparation for analysis. I regularly work with mixed datasets that combine free-form text and numerical fields, and I’m comfortable turning messy, inconsistent files into clean, analysis-ready tables. For this project, I’ll start by auditing the dataset thoroughly—removing duplicates, standardising formats, handling missing values appropriately, and flagging any suspicious or out-of-range entries for your review before finalising changes. I’m flexible with tools and can work in Excel (including Power Query), Google Sheets, Python (pandas), or OpenRefine, depending on what best suits your workflow. You’ll receive a tidy, well-structured dataset along with a clear change log explaining what was modified and why, so approvals can be done quickly and confidently. I’ve handled similar clean-up tasks for large and mixed-format datasets, where accuracy, transparency, and efficiency were critical. Once selected, I’m ready to follow your field-specific rules, work with interim milestones, and deliver within agreed timelines. I’d be happy to share examples of relevant past data-cleaning work upon request. Looking forward to working with you.

@Sanzvalb

I specialize in cleaning and preparing mixed datasets that combine free text with numeric fields. My approach begins with a full audit to detect duplicates, formatting inconsistencies, missing values, and anomalies. Depending on your preference, I can work in Excel with Power Query, Google Sheets, Python-pandas, or OpenRefine. The final deliverable will be a clean, structured table ready for analysis, plus a concise change log explaining each adjustment for quick approval. In past projects, I have standardized survey data with open comments and numeric ratings, reconciled inconsistent date formats in operational logs, and flagged outliers in financial records for client review. This experience ensures efficiency and transparency in every step. Once selected, I will adapt to your field rules and timeline, and provide interim reviews to guarantee accuracy before final delivery.

@ravikumarsingh1

I can help you audit and clean your mixed dataset so it’s fully analysis-ready, consistent, and transparent to review. I regularly work with datasets that combine free-form text and numerical fields, where the main risks are duplicates, inconsistent formatting, hidden nulls, and silent data quality issues. My approach Profile the dataset to understand structure, ranges, and anomalies Remove exact and fuzzy duplicates with clear logic Standardise text fields (case, spacing, categories, dates, units) Handle missing values using rule-based methods or flag them for approval Validate numerical fields for outliers and logical inconsistencies Flag any suspicious or ambiguous records instead of auto-changing them I can work in Excel (Power Query), Google Sheets, Python (pandas), or OpenRefine, depending on dataset size and complexity. The final output will be a clean, tidy table ready for analysis, along with a concise change log explaining what was modified, what was flagged, and why. Experience I’ve cleaned customer records, survey data, operational logs, and text-heavy datasets where accuracy and traceability mattered more than blind automation. Once selected, I’m happy to review your rules, share an initial audit summary, and work in milestones with quick check-ins before final delivery. Looking forward to reviewing the dataset.

@shriwasatavp1

I am an Accountant and Excel Expert from India. Data cleaning is part of my daily job. I can easily audit your file to: Remove Duplicates: Using Excel's advanced tools. Fix Formatting: Correcting dates, numbers, and text inconsistencies. Handle Missing Values: As per your instructions. I use Excel and Google Sheets proficiently. I am ready to clean your data and provide a brief change log as requested.

@Rik006

I am a data analyst with strong experience in cleaning, preprocessing, and validating datasets to ensure accuracy and usability. I can handle missing values, duplicates, inconsistent formats, outliers, and data type issues using tools like Excel, SQL, Python (Pandas), or Power BI, based on your requirements. I focus on delivering clean, well-structured, and analysis-ready data, along with clear documentation of the steps performed. I pay close attention to detail and follow best practices to maintain data integrity. I am reliable, responsive, and committed to meeting deadlines while ensuring high-quality output.

@korakdutta974

Hello, I can complete your Excel work quickly and accurately. I have experience in data entry, formatting, formulas, sorting, cleaning, and reporting. ✔ Fast delivery ✔ 100% accuracy ✔ Unlimited revisions ✔ Affordable price Ready to start immediately. Let's discuss your project.

@DewDrop22

Hello, I can help you clean and prepare your dataset for analysis in a clear, systematic way. I’m experienced in working with mixed datasets that include both free-form text and numerical fields, and I focus on accuracy, consistency, and transparency throughout the process. For this project, I can: – Audit the dataset structure and fields – Remove duplicates and standardize formatting – Handle missing or inconsistent values based on your rules – Flag outliers or suspicious entries for your review – Deliver a tidy, analysis-ready table – Provide a concise change log explaining what was modified and why I’m comfortable working in Excel (including Power Query) and Google Sheets, and I can adapt to your preferred workflow. I prioritize clear communication and interim checks so you can approve changes efficiently before final delivery. While my past work has been primarily academic and freelance-based, I have hands-on experience cleaning real-world datasets for analysis, including organizing text fields, validating numeric data, and documenting changes clearly. Once selected, I’m ready to review your file, follow any field-specific rules you set, and meet agreed milestones. Thank you for considering my proposal. I look forward to working with you. Best regards, Nadia

@kavya1302

Hello, I have experience in cleaning and organizing mixed text-numeric data with high accuracy. I understand the importance of removing errors, standardizing formats, and ensuring the data is clean, consistent, and ready for use. I can help with: • Cleaning incorrect or inconsistent text entries • Fixing numeric errors (decimals, duplicates, missing values) • Standardizing formats (dates, numbers, text cases) • Removing duplicates and invalid data • Delivering a clean, well-structured final file (Excel / CSV / PDF as required) I pay close attention to detail and ensure 100% accuracy and validation before delivery. I am reliable, responsive, and ready to start immediately. Looking forward to working with you. Best regards, KAVYA SRI

@manjeety17

I have solid experience cleaning and preparing mixed datasets that combine free-form text and numerical fields using Python (pandas) as well as Excel/Google Sheets when needed. I can audit the data end-to-end—removing duplicates, standardizing formats, handling missing values, and identifying anomalies or suspicious records for review. I focus on producing a clean, analysis-ready table along with a clear change log that explains every transformation and the reasoning behind it, so approvals are quick and transparent. I’ve worked on similar data-cleanup tasks for analysis and reporting and would be happy to share relevant examples once we connect.

@dikshitkumar3108

your project requirements and I am confident that I can deliver a clean, analysis-ready dataset for you. Cleaning mixed datasets (text + numerical) requires a keen eye for detail and a structured approach, both of which I bring to the table. My Approach to your Project: Audit & Assessment: I will first audit the file to identify inconsistencies, hidden duplicates, and formatting errors. Data Scrubbing: Using Excel (Power Query) or Python (Pandas), I will remove duplicates and standardize all fields. Handling Missing Values: I will handle null values based on your specific rules to ensure data integrity. Flagging & Quality Check: I will create a separate "Flag" column for any suspect data that needs your manual approval. Change Log: I will provide a brief, professional document detailing every step I took and the reasoning behind it. Why Choose Me? Expertise in Data Entry and Office Automation. Proficient in Excel/Google Sheets and cleaning complex datasets. Committed to delivering a "tidy" final table within your deadline

@shubhamk0012

I've have used alteryx and dataiku to cleanse and pre-process the mixed data type for 2 years. Using my expertise I can clean the data before processing

@ravikumaru4

Hello, I am a reliable Data Entry and PDF Editing freelancer with strong attention to detail and accuracy. I have experience handling Excel and Google Sheets data entry, PDF to Word/Excel conversion, scanned PDF editing using OCR, and document formatting. I always follow client instructions carefully and respect deadlines. I am confident I can deliver quality work that meets your requirements. I am available to start immediately. Looking forward to working with you.

@Abhichak4455

Hello, I have good knowledge of data cleaning and data analysis. I can clean mixed text and numeric datasets, remove duplicates, handle missing values, fix formatting issues, and prepare clean, analysis-ready data using Excel and Python. As I am new on Freelancer, I will give full dedication, clear communication, and on-time delivery. I am ready to start immediately. Thank you

@rahulp826

I have a strong knowledge about cleaning, removing duplicate, remove unnecessary data and handling missing values and outliers in the data.

@dima40d

I have extensive knowledge of inventory management, balance control, and inventory movement using Excel and iScala. I effectively manage supply logistics for the technical department, including routing, time tracking, and reporting.

@thakurshivam2072

HI, My name is Shivam Thakur, and I’m a Data Analyst with strong hands-on experience in MS Excel, Python, MySQL, and Power BI. I’ve completed my Data Analytics course from Tutedude, where I worked on practical projects and real datasets. I can help you with: Data cleaning and analysis Excel work (formulas, pivot tables, dashboards, reports) Python for data analysis and automation MySQL queries and data extraction Power BI dashboards and visual reports. I’d be happy to learn more about your project and see how I can help. Let’s discuss the details and get started.

@estebanr16

In just december I made a filter for an excel file that filled the category of the providers from a cost database of around 500 items through a previous full manually made database, creating the filtered table with each unique category and provider through that one, delimiting the cases of a new provider or previous providers meeting multiple categories and highlighting them with a slicer. This was done in python, then for the simplicity of my client I automated it in excel, afterwards I had compatibility issues with my client, as they had an outdated version of excel, so I remade the automated table through macros to account for it. You made a clear case, so, if you like my work, and you need this type of formatting on a regular basis I can start a project to provide you with a full automated table so you don't need to hire anybody to do this work again. Best Regards. Ing. Esteban Romero

@suzyj8

I can give u the analysis ready data. I am just new for freelance this is my first time and I am do with python with pandas and excel too.