Data Cleansing Jobs

I have a small batch of survey responses—fewer than fifty—sitting as scanned image files. I need every answer lifted from those scans and typed, error-free, into an Excel workbook that I’ll share once we start. Each survey is laid out identically, so once you understand the first one the rest should flow quickly. The work is straightforward but accuracy is critical: spelling, numbers, and any checkbox selections must match the originals exactly. Please keep the spreadsheet tidy and consistent (one row per survey, one column per question). When the last form is entered, save and return the file; I’ll run a quick spot-check before marking the job complete. If you’re comfortable reading scanned images and have solid Excel skills, this should be an easy, fast pr...

I will supply a folder of scanned images that contain both numeric figures and accompanying text notes. Your task is to key everything into a clean, well-structured Excel workbook. Each row in the sheet should mirror the original order of the documents, with separate columns for every numeric field and its related descriptive text. A light layer of quality control is important to me. Please run basic validation as you work—double-check simple totals, watch for obvious typos or misplaced decimals, and flag any illegible characters in a comments column. Deliverable • A single Excel file, neatly formatted, fully populated, and saved in .xlsx format. Once returned, I will spot-check a sample of entries; consistent formatting and the absence of basic errors will be the acceptanc...

I need dependable support on a part-time schedule to transcribe mixed data—numbers interlaced with short text fields—into the templates I supply. Accuracy comes first: every character, digit, and punctuation mark must match the source exactly so downstream analyses remain trustworthy. You will receive clearly scanned source pages and occasional screen-captured excerpts, grouped in small batches. After sending a batch, I expect the completed file returned the same day or early the next, with any ambiguities flagged so I can clarify them right away. Deliverable for each batch • A clean, fully checked file in the template I provide (usually Excel). • A brief note listing any uncertainties you identified and how you resolved them. I’m happy to walk you th...

I have a set of purely numeric records coming from a database export that now need to live in Excel. The raw file arrives cleanly but the way it is laid out doesn’t match the reporting flow I use, so I’m looking for someone to import the data and reorganize it into a custom structure that I will outline (it differs from a standard flat table or pivot view). You’ll pull the export directly into Excel, create the new sheet layout, populate the fields, and make sure formulas, named ranges, and formatting all work flawlessly after the reshuffle. Accuracy is critical because the workbook feeds into other models. If you’ve worked with large numeric datasets and are comfortable tailoring sheet designs, this should be straightforward. Please let me know your turnaroun...

I have several unstructured text lists—pulled from emails, notes, and plain-text files—that need to be cleaned up and organised in a single Excel spreadsheet as soon as possible. Every line of text must be placed on its own row, with clear, logical column headings added where they’re missing. Please remove stray line breaks, tidy spacing, and flag any duplicates instead of deleting them. The finished file should be a straightforward .xlsx document that opens flawlessly in Excel 2016 or later, with no macros or complex formatting. Deliverable: • One fully formatted Excel spreadsheet containing all text entries, ready for immediate use. A first draft within 24 hours would be ideal so I can review and provide quick feedback. I’ll stay available on chat fo...

I need a clean, accurate Excel sheet created from a stack of handwritten notes that mix numbers with descriptive text. Customer names, addresses, order quantities, prices—everything must be transcribed exactly as written and placed into clearly labeled columns. Timing is critical. I’d like the first complete draft within the next 24–48 hours so I can review, then a swift final pass for any tweaks I mark up. Please keep the original order of the notes, standardise dates, retain leading zeros, and avoid auto-formatting that could alter the data. Deliver the finished workbook in .xlsx format only. Acceptance criteria: • Every handwritten entry appears exactly once. • Text and numeric values match the source 100 %. • File opens error-free and contains no...

I have a collection of text-based information that must be entered manually into an Excel workbook and then reviewed for basic insights. The work is straightforward but accuracy is critical. Here’s what I need from you: • Transfer all supplied text data into the predefined Excel template, keeping original spelling, capitalization, and line breaks intact. • Double-check each entry against the source files to eliminate typos or omissions. • Once the sheet is complete, run simple analyses—word counts, frequency tallies, or any quick pivot tables that help me spot patterns at a glance. • Deliver the finished spreadsheet and a brief summary sheet outlining notable findings. No macros or automated tools are required; this is purely manual data entry and li...

I handle a steady stream of information that must be captured and enriched overnight so it’s ready for my daytime team. For 6–8 hours each night—your local time can differ as long as the work lands in my inbox before 7 a.m. IST—I need the following performed with consistency: • Enter fresh data into Google Sheets or Excel, maintaining the exact formatting I provide. • Cross-check each entry against its source to eliminate typos and duplicates. • When a record is incomplete, spend a few minutes on quick web research to fill the gap (company URLs, contact details, simple product specs—nothing too deep, just accurate). • Save and share progress in the cloud so I can review changes live. You can take the assignment full-time or split it...

I need all numeric fields currently stored in a series of Hindi-labelled online spreadsheets moved into a structured Excel file that I will supply. The task is strictly numbers—no text cleanup—so accuracy, correct cell placement, and preservation of any decimal formatting are paramount. You’ll access each online sheet, copy the values into the matching columns of my template, double-check totals with the built-in formulas, then return the finished .xlsx file. Deliverable • Completed Excel workbook with every number from the source sheets correctly transcribed and all formula checks passing 100 %.

I have a stack of printed documents that must be transcribed into a clean, well-organized Excel workbook. Every line of text from the pages needs to be keyed in accurately, then given basic formatting so the sheet is easy to read and ready for internal use. Here’s what I need from you: • Manually type the text data into Excel, matching the wording exactly. • Apply consistent font, size, and simple alignment so headings and body text are visually clear. • Double-check for typos or skipped lines before handing the file back. No formulas, charts, or complex templates are required—just reliable data entry and neat, uniform formatting. When finished, send me the Excel file so I can spot-check and sign off. If you can start soon and work with tight attention to d...

I need a clean, accurate Excel sheet created from a stack of handwritten notes that mix numbers with descriptive text. Customer names, addresses, order quantities, prices—everything must be transcribed exactly as written and placed into clearly labeled columns. Timing is critical. I’d like the first complete draft within the next 24–48 hours so I can review, then a swift final pass for any tweaks I mark up. Please keep the original order of the notes, standardise dates, retain leading zeros, and avoid auto-formatting that could alter the data. Deliver the finished workbook in .xlsx format only. Acceptance criteria: • Every handwritten entry appears exactly once. • Text and numeric values match the source 100 %. • File opens error-free and contains no...

I have a small stack of paper forms—fewer than 50 in total—that I need keyed accurately into a clean Excel spreadsheet. The fields on every form follow the same layout, so once the first few rows are set up, the rest should flow quickly. Here’s what I need from you: • Create an Excel file with clearly labeled columns that match each field on the form. • Enter every handwritten or printed value exactly as it appears, double-checking for spelling and numeric accuracy. • Keep the sheet neatly formatted so I can filter and sort the data easily later. I will supply high-resolution scans of the forms as soon as we start. A quick turnaround is ideal, but accuracy is the priority; I’ll review the completed sheet against the originals before sign-off. If yo...

I need a reliable professional to key information from a series of paper documents directly into an Excel sheet (or Google Sheet, if preferred). This is pure manual data input—no OCR or automated tools—so careful attention to detail is essential. You will receive high-resolution scans of the paperwork. Simply transcribe each field exactly, preserving spelling, numbers, and any special formatting I highlight. When you finish, return a clean, neatly organised spreadsheet that mirrors the order of the original pages. Key points • Manual typing only, drawn from paper sources I provide • Accuracy must be 100 %—I will spot-check for errors • Consistent column structure and clear headings are required • A brief daily progress note keeps us aligned...

I have a collection of raw customer records that need to be organised in a single, clean spreadsheet. Your task is straightforward: take the information I provide and enter it accurately into Excel or Google Sheets—whichever you are most comfortable with. The dataset includes three distinct elements for every customer: • Contact information: full name, phone number and email address • Purchase history: product or service bought, date and amount • Demographic details: age, gender and location (city / state / country) I will share the source files in batches. For each batch, I expect the sheet returned with consistent formatting, no empty fields where data exists, and absolute respect for data confidentiality. If you enjoy methodical data work and can turn aroun...

I have a stack of handwritten customer forms that only include email addresses and phone numbers. I need every one of those details transferred into a clean Excel spreadsheet so I can import the data into our internal systems later. Accuracy is critical—no typos, no missing digits, and no duplicate rows. Please separate email addresses and phone numbers into their own clearly labeled columns and keep the workbook in .xlsx format. Deliverable • A single Excel file containing all customer emails and phone numbers, fully checked for accuracy and ready for immediate use.

Remote Data Entry Assistant Required – Excel, Web Research & Data Managem Hello Freelancers! I am looking for reliable, hardworking, and detail-oriented freelancers for an online data management project. This project is suitable for Indian freelancers who want to work remotely and demonstrate their data entry, organization, and spreadsheet management skills.

I am looking for dedicated freelancers from India to help with a data entry and data organization project. If you are a student, beginner, part-time freelancer, or an experienced professional looking for freelance work, you are welcome to submit your proposal. What You Will Do * Enter and organize information in Excel or Google Sheets. * Perform copy-paste tasks from provided sources. * Format spreadsheets according to instructions. * Check data for accuracy and completeness. * Deliver the completed work within the agreed deadline.

I have a time-sensitive spreadsheet that needs to be populated with mixed data—text and numbers—pulled directly from online databases. I will provide the source links and a simple Excel template; your job is to copy-paste the information accurately, keep the formatting consistent, and ensure every row is sorted alphabetically before you submit the file. Accuracy is critical: I expect clean entries, no duplicates, and numbers left untouched so formulas keep working. Because the material comes straight from live databases, a quick double-check against the source is essential to avoid transcription errors. Deliverable • Completed Excel file, alphabetically ordered, ready for immediate use. I’m prioritising fast, reliable freelancers based in India who are comfortab...

I have a large volume of numerical data that needs to be transferred accurately into Excel. Your job is straightforward: take the raw figures I provide—currently stored online—and enter them into the appropriate columns and rows in an Excel workbook. Accuracy is everything here. I’ll supply clear instructions on the order, headers, and any formulas already set up in the sheet; you simply populate the numbers exactly as shown in the source. No analysis or extra verification is required—just precise data entry so the file is ready for immediate use once complete. You should be comfortable working in Microsoft Excel, using basic functions like copy-paste, fill-down, and simple checks to ensure each cell matches the source. I am happy to provide a short sample first...

I have product-detail inventory records stored in a database and I need them transformed into a clean, analysis-ready Excel workbook. Every numerical field—prices, dimensions, weights, reorder points—must follow one consistent format and unit, with invalid or mismatched entries corrected or flagged. I’ll share the database export and the column-naming convention I already use; your task is to extract, standardize and lay everything out so the sheet is immediately usable for look-ups, pivots and reporting. Deliverables • A single .xlsx file containing all product-detail inventory data, fully standardized • A brief changelog or notes sheet summarising the validation rules, assumptions and any issues found Accuracy and consistency are critical. If you prefer ...

My JioMart catalogue for electronics needs a clean, accurate update of pricing information. I will share a spreadsheet that contains the SKUs, product names and current placeholders; each row simply requires the correct selling price, MRP and any promotional rate entered exactly as shown in the supplier price list I provide. Around 500 SKUs are currently pending, all within the Electronics category only—no groceries or fashion lines are involved—so you can stay fully focused on these items. JioMart’s template fields are straightforward, but they do demand strict adherence to currency format and decimal precision, and any mismatched figure triggers a platform warning, so attention to detail is essential. Workflow • Copy the supplier-approved prices into the matchi...

I have a batch of PDFs that contain purely textual information laid out in flowing paragraphs. I need every sentence lifted out with 100 % accuracy and placed into my pre-defined table template so the content is clean, searchable and ready for downstream processing. You will read through each PDF, copy or re-type the text—there is no numeric or mixed data involved—and then format it exactly to the columns, headings and style rules specified in the template I will share. Consistency matters: line breaks, punctuation, capitalisation and any special characters must match the original source while still fitting neatly into the table structure. Deliverables • Completed template file for each PDF (Excel or Google Sheet—your choice, as long as the layout is identica...

I have a stack of printed reports filled with numerical figures that need to be converted into a clean, analysis-ready Excel workbook. Your job is straightforward but demands precision: transcribe every number exactly as it appears in the documents and apply a single, consistent layout to the entire sheet so that rows, columns, decimal places, and date or currency formats all follow the same rule set. I will scan and share the pages as high-resolution PDFs. You re-enter the data in Microsoft Excel, double-check for transcription errors, and keep the formatting uniform throughout. Quick turnaround is appreciated, but accuracy is non-negotiable. Deliverable: • An Excel file containing all figures from the provided prints, laid out in a fully standardized format ready for immediate use...

I have fewer than fifty customer sheets on paper that I need converted into an organised Excel file. Each page holds only contact information—names, addresses, phone numbers and emails—so the task is straightforward data entry rather than analysis or complex formatting. I will send high-resolution scans of every document. Your job is to transcribe the details accurately, place each customer on a single row, match the field headers I provide and double-check spelling before you hand the file back in .xlsx format. I’ll run a quick spot audit against the originals, so precision matters more than speed, although a prompt turnaround is welcome. If you have experience pulling handwritten or printed contact details into Excel with near-zero errors, let’s get started.

I need assistance with data entry and organization. The data is primarily text data and is currently stored in spreadsheets (e.g., Excel). Ideal Skills and Experience: - Proficiency in Excel and data manipulation - Experience with data entry tasks - Strong attention to detail - Ability to organize and categorize data efficiently - Prior experience with managing large datasets is a plus

I have a clean Excel file that lists customer names and email addresses only. I need every record transferred accurately into our online contact database. No phone numbers, addresses, or purchase data are involved—just the two fields: name and email. You will receive the Excel sheet immediately after the contract starts. Simply work through each row, paste the name and email into the matching fields, and save. Once all entries are complete, send back a brief confirmation showing the total number of contacts loaded and any rows that needed clarification (for example, missing emails or obvious typos). Key points • Source format: Excel file (.xlsx) • Data type: Customer contact details • Required fields: Name and email only • Accuracy is critical; spot-check ...

I need mixed text-and-numeric records moved from a collection of Excel spreadsheets into one clean, consolidated workbook. All source files are already in .xlsx format; the job is purely data entry—no complex formulas or analysis—yet accuracy and consistent formatting are essential. Here’s the flow: • I will supply several spreadsheets with varying column layouts. • You copy or re-key every value into my master template, matching headers exactly, retaining leading zeros, and keeping text cases as they are. • Before handing the file back, run a quick validation (filters, spot checks, simple COUNT comparisons) so every row makes it across intact. Deliverable: one fully populated Excel workbook that mirrors the template I provide, error-free and ready fo...

I have a set of paper invoices that are already filed in chronological order. I need every invoice transcribed into a single, well-structured Excel sheet capturing only three pieces of information per document: the invoice date, the amount, and the vendor name. Because the paperwork is sorted by date, you can move through the stack from oldest to newest without hunting for related pages. Accuracy is critical; each value must match the original document exactly so the file can be imported directly into our accounting system later. A quick double-check or basic data-validation rule inside Excel is more than welcome if it helps keep typos to a minimum. Deliverable: a clean .xlsx file with clearly labeled columns for Date, Amount, and Vendor Name, ready for immediate use.

I have prepared a brief demonstration that takes a table-rich PDF and rebuilds it in Excel while putting data preservation front and center. In the workbook you will see every numerical value carried over exactly as it appears in the source file—no rounding, truncation, or loss of precision. I also retain the original column headers so the sheet remains immediately readable, and I pay special attention to keeping date formats intact so they still behave correctly for filtering or further calculations. To make the conversion process transparent, I add a separate “Review Log” sheet. Any figure that looked ambiguous during extraction is flagged there alongside a short note, making later verification fast and straightforward. What you’ll get: • An .xlsx file co...

I have a stack of physical documents—well over fifty pages—packed with information that now needs to live in a neat, clearly structured spreadsheet. I will share either an Excel file or a Google Sheet template with column headers already in place; your task is to key every piece of data from the printed pages into the correct fields. Accuracy is the single most important factor on this project. Every character, digit, and line break must match the original documents, and the final sheet should be logically organised so anyone can sort or filter without additional clean-up. Please let me know: • any similar data-entry projects you have completed from paper sources • the tools or shortcuts you prefer to ensure zero-error transcription • your estimated turna...

I have a set of 1,000 handwritten numbers that I need converted into a clean, machine-readable file. Accuracy is critical—every digit must match the original entry exactly—yet the job itself is straightforward: read each handwritten value and type it up. I’m flexible on the final file type; once we connect we can agree on whether an Excel sheet, CSV, simple text file, or another format makes the most sense. What matters most is that the final document is neat, clearly organized, and free of transcription errors. I will supply high-resolution scans of the pages as soon as we start. Let me know if you have experience in data entry or transcription of handwritten material and how quickly you can turn this around.

I have a word list sitting in a spreadsheet and simply need the individual words pulled out—no frequency counts or other analytics, just the raw terms. Once you’ve extracted them, return the list in a straightforward file that’s ready for me to reuse; plain text, CSV, or JSON all work, so feel free to pick the fastest route. You’ll get the spreadsheet as soon as we kick off. Strip away any stray formatting or hidden characters, confirm the final word count, and hand back the clean file. Quick, accurate turnaround is the goal.

I need the text pulled from a set of PDFs that are laid out in multiple columns and pasted into an Excel workbook. Only the words matter—no images or tables—so you can ignore any non-text elements entirely. Because this job is mainly about speed, I am comfortable with a few typos or column misalignments as long as the overall content lands in the correct rows and sheets. Feel free to use whichever combination of OCR tools or manual copy-paste you prefer, as long as you deliver a single, clearly structured .xlsx file containing all of the extracted text.

I have a collection of customer details that need to be transferred into a single, well-structured Excel workbook. The task is straightforward: capture each person’s name, phone number, and email address exactly as provided, place them in clearly labeled columns, and make sure formatting is consistent throughout. Accuracy is everything—no duplicates, no misplaced numbers, and no partial emails. When you finish, I should be able to sort, filter, and search the sheet without worrying about hidden errors. Deliverable: • A clean .xlsx file containing every customer’s full contact details, ready for immediate use.

I have several typed documents that contain numerical data laid out as simple lists. I need each list entered into a clean, well-formatted Excel file. Every item should appear under a single header called “Category”; no other columns are required at this stage, though I may ask for extra fields like Date or Amount later if the import goes smoothly. Accuracy is key, so please double-check that each number is transcribed exactly as written. When you finish, send back the .xlsx file along with a brief note confirming the total count of records you imported so I can spot-check against the originals.

I have several pages of handwritten notes that need to become reliable, neatly structured rows and columns inside Microsoft Excel. Your task is straightforward but demands a sharp eye: read each handwritten line, key the information into the correct fields, and keep the spelling, numbers, and capitalization exactly as they appear. I will supply clear scans of every page. Please create one Excel workbook, organise the data logically (one sheet unless a second makes better sense for clarity), and double-check for typos or skipped lines before you return it to me. A quick turnaround is appreciated, but accuracy matters more than speed. Deliverables • Finished Excel file containing all transcribed data • Brief note confirming total records and any unreadable sections you flagged ...

I will send you a set of PDF files that contain a mix of numbers and text. Every field in those documents needs to be transferred into a spreadsheet—Excel or Google Sheets—while following a precise layout. I will share a template that shows the exact column order, header style, and cell formats (currency, dates, percentages, text wrap, bold headings) that must be reproduced. Deliverables • A fully populated spreadsheet that mirrors the template’s structure and formatting. • A short note flagging any illegible or conflicting entries you find in the PDFs. Accuracy is crucial, and strong spreadsheet skills such as data validation, conditional formatting, and quick error-checking will make the task smoother. Let me know how soon you can turn around the first b...

I have a stack of printed documents that list customer names and mailing addresses. Most of the text is typed, but a few pages include brief handwritten notes in the address lines. I need every record entered into a clean Excel spreadsheet with absolute accuracy. What matters most is precision: each spelling, number, and line break must match the source. When the handwriting is legible, transcribe it exactly; if any word is unclear, flag it in a separate column so nothing is guessed. The finished file should include standard fields—first name, last name, street, city, state, and ZIP—plus that optional “Notes” column for any uncertainties. Deliverable: • One Excel file (.xlsx) containing all names and addresses, fully proof-checked and formatted consistently. ...

I have a collection of printed reports that now need to live in a clean, well-structured Excel workbook. All of the information is purely text—no numbers or formulas—so the job is straightforward data entry with an emphasis on accuracy. Each page has consistent headings, and I’ll supply scanned copies in the exact order I’d like them typed. You’ll manually key every word into the spreadsheet, mirror the original layout where possible, and double-check for typos before sending the file back. The finished deliverable is a single .xlsx file ready for sorting and filtering. Because legibility is already good, I’m not expecting OCR; careful typing in Microsoft Excel (or Google Sheets if you prefer to convert later) is perfect. Once you return the workbook I...

I have 1,000 handwritten numbers that need to be keyed accurately into a single-column CSV file. The file must include a custom header that I will supply once we start. No additional formatting is required—just clean numeric entries, one per line, saved in standard comma-separated format so I can open it directly in Excel or any spreadsheet tool. Your task is straightforward but accuracy is crucial; transposed or missing digits will break my downstream calculations. I will provide clear scans of the pages, and I’m happy to answer any ambiguity questions as you work. Deliverable: • One finished .csv file containing all 1,000 numbers, single column, with the agreed-upon header. I’ll run a quick spot check and a simple equality count to confirm the 1,000 entr...

I have a growing collection of records that must be consolidated into a single, well-structured Excel workbook. The source material contains both text fields and numerical values, and I need every cell transcribed exactly as provided so the file remains a reliable reference going forward. You will receive: • A template .xlsx file that shows the required column order, formats, and any pre-set formulas. • Scanned PDFs and CSV extracts that hold the mixed data you’ll be entering. Your task: • Enter each record into the correct column, preserving any number formatting (dates, currency, plain numbers) and case-sensitive text. • Double-check totals and formula cells to confirm they still calculate correctly after your input. • Return the completed workbook ...

I have a stack of printed documents that need to be converted into a clean, well-structured Excel file. Your job is to transcribe the text exactly as it appears, copy any additional information noted on the pages, and then organise everything so each column is consistent and searchable. Accuracy is critical—every entry must reflect the source material perfectly, with no spelling slips, misplaced characters, or skipped lines. After the data is entered, I also need the digital worksheets named logically and the scanned PDFs filed into clearly labelled folders so future referencing is effortless. Deliverable: • One Excel workbook containing all text data from the printed pages, properly formatted and validated. I will review the file for completeness and spot-check for errors. I...

I’m putting together a data-processing pipeline that blends the strengths of Java and Python. The goal is simple: pull data from several sources, cleanse and transform it, perform lightweight analysis, and push the results downstream in a form that is easy for other services to consume. Whether the flow ends up running in real time, on a schedule, or as classic batch jobs is still open for discussion, so versatility with both approaches will be appreciated. You will design and code the core pipeline components, set up automated tests, and leave behind clear documentation so the in-house team can extend the work without a hitch. Modern tooling is expected—think Maven or Gradle for Java, virtualenv or Poetry for Python, Git for version control, and whatever lightweight orchestra...

I have a collection of scanned PDFs that consist purely of text—no images or diagrams to worry about. Each page needs to be keyed accurately into Excel sheets, matching the original wording, line breaks, and any simple tabular structure that appears in the source files. The job is straightforward: open each PDF, read the text, and type it into the corresponding Excel columns and rows so that the final spreadsheet mirrors the order and spacing of the original documents. Accuracy is critical; even small typos will cause issues downstream when I run formulas against this data. A quick spot-check will be done on delivery, so please proof your work before handing it back. Deliverables: • One clean, fully completed Excel workbook (or multiple sheets if that keeps things organi...

I have a single Excel spreadsheet that contains customer information and I need every record entered into our system with perfect accuracy. The spreadsheet is already structured; you will be working only with the basic contact fields—name, phone, email, and address—so no deep profiling or demographic enrichment is required. Your job is straightforward: open the file, transfer each row into the form I provide, double-check for typos or missed cells, then let me know once the whole sheet is safely in the database. A quick turnaround and an eye for detail matter more to me than volume experience, but proven accuracy in previous data-entry work will stand out.

I have a collection of PDF and Word files that contain mixed text and numeric information, and I need every line transferred faithfully into a single Excel workbook. No data cleaning or special formatting is required—just a direct, error-free transcription that preserves the exact text and numbers as they appear in the source documents. Accuracy matters more than speed; each value must match the original file. When you finish, simply send me the completed .xlsx file so I can verify it against the digital documents.

I need a detail-oriented specialist to take charge of a large batch of customer information currently sitting in Microsoft SQL Server database files. The work is twofold: first, bring new test records into the existing schema without breaking referential integrity; second, audit what is already there, flag inconsistencies, and correct them so the dataset is ready for stress-testing upcoming features. You will be working directly inside SQL Server, so fluency with T-SQL, bulk insert methods, and data validation queries is essential. Accuracy matters more than speed; I want every imported row, every updated field, and every deleted duplicate backed by a quick note or script so I can trace changes later. Deliverables (all discrete and specific): • Clean, de-duplicated customer ta...

Dozens of PDF documents are sitting on my drive with clean, well-structured tables that I need to analyze in Excel. Your job is to lift every row and column exactly as it appears in each PDF and place it into a neatly organised workbook, preserving numerical accuracy and column headers. The source material is 100 % digital—no scans or handwriting—so the focus is on precise table recognition and transfer rather than OCR cleanup. I’m happy for you to use whichever method suits you best (Power Query, Python/pandas, Tabula, Abbyy, manual work in Acrobat, etc.) as long as the final spreadsheet mirrors the tables in layout and content. Deliverables • One Excel file per PDF, or a single multi-sheet workbook if you prefer, with each original table on its own sheet. &bull...

I need my raw data transferred with 100 % accuracy into either SPSS or Stata, checked for consistency, and then summarised visually. Once the entries are validated, please generate clear, publication-ready charts and graphs in Microsoft Excel that highlight the principal descriptive statistics. Deliverables • A cleaned and fully labelled .sav or .dta file • An Excel workbook containing the charts/graphs (with underlying data tables) • A brief log of any anomalies or assumptions made during entry and validation I will supply scanned questionnaires and existing digital files. I’ll be on hand to clarify variable names, coding frames, or specific chart requirements, and I expect all shared files to remain confidential. Accuracy and an eye for detail are essenti...

I’m supplying a set of digital text files that hold between 100 and 500 records. Each record contains a person’s full name followed by their mailing address. I need every one of these names and addresses lifted out of the text and placed into a well-structured Excel sheet. Please separate the data into clear columns—first name, last name, street, city, state, and postcode—so it is immediately ready for filtering or mail-merge work. Consistency and accuracy are essential; I will cross-check the final sheet against the source files. Deliverables • One .xlsx file containing all 100-500 rows, fully formatted • No blank or partial fields; spelling and capitalization preserved as in source • A brief note outlining any ambiguities you found and how you...