Your guide to getting data entry done for your business
Data entry is an important task, but choosing the wrong solution can seriously harm your company's productivity.
Data Extraction is the process of extracting data from a variety of sources for further analysis. A Data Extractor is someone who helps businesses and organizations gain insight from their data and create descriptive and predictive models. They specialize in finding patterns and relationships that guide decisions and uncover meaningful information. Through carefully crafted queries and processes, our Data Extractors can transform raw data into a useful format that can be used for reporting, analytics, machine learning and more.
Here's some projects that our expert Data Extractors made real:
When you partner with an experienced team of Freelancer's Data Extractors you can access valuable insights from your data that can guide decisions, uncover opportunities and create predictive models with new data sources. Our experts can help you unlock deeper insights with advanced filtering methods and complex coding. Explore the full range of possibilities with our talented community of professionals, capable of delivering comprehensive solutions tailored to your needs.
Ready to launch your very own project on Freelancer.com? We invite you to try us out and hire our experienced Data Extractors to make your design goals a reality. Let their creativity, skill, and proficiency bring something special to your project!
From 142,372 reviews, clients rate our Data Extractors 4.9 out of 5 stars.Data Extraction is the process of extracting data from a variety of sources for further analysis. A Data Extractor is someone who helps businesses and organizations gain insight from their data and create descriptive and predictive models. They specialize in finding patterns and relationships that guide decisions and uncover meaningful information. Through carefully crafted queries and processes, our Data Extractors can transform raw data into a useful format that can be used for reporting, analytics, machine learning and more.
Here's some projects that our expert Data Extractors made real:
When you partner with an experienced team of Freelancer's Data Extractors you can access valuable insights from your data that can guide decisions, uncover opportunities and create predictive models with new data sources. Our experts can help you unlock deeper insights with advanced filtering methods and complex coding. Explore the full range of possibilities with our talented community of professionals, capable of delivering comprehensive solutions tailored to your needs.
Ready to launch your very own project on Freelancer.com? We invite you to try us out and hire our experienced Data Extractors to make your design goals a reality. Let their creativity, skill, and proficiency bring something special to your project!
From 142,372 reviews, clients rate our Data Extractors 4.9 out of 5 stars.I own a large dental practice and currently spend significant time each week manually comparing supply prices across publicly available competitor websites to negotiate price matches with my primary supplier (Henry Schein Dental). I need an automated agent to do this for me. THE WORKFLOW: Each week I generate an order PDF from Henry Schein’s online ordering system. The agent should: 1. Parse the PDF to extract a structured list of items (product number, description, quantity, unit price) 2. Run a broad market price sweep using publicly available shopping and search tools to establish a price floor for each item 3. Search a defined and extensible list of publicly accessible dental supplier websites for each item 4. Return a clean comparison spreadsheet showing the best publicly availa...
I have a collection of scanned PDFs that I need turned into clean, machine-readable text so I can pull specific data points out later on. The files are almost entirely straightforward paragraphs—no tables, forms, or complex layouts—so the goal is simple: run accurate OCR, proof the output, and supply me with text files that mirror the original wording and structure line for line. You’re free to use whichever OCR workflow you trust most (Tesseract, ABBYY, Adobe, or a custom Python script), as long as the final text is: • Fully searchable and copy-pastable • Formatted to match the original paragraphs • 99 %+ accurate when compared against the source pages Please return one UTF-8 plain-text file per PDF along with a quick note on the toolchain you used,...
Hi, I need someone to find and take screenshots of data from webpages I provide. I will provide you a list of keywords/phrases and you will find these on the websites I provide and then take a screenshot of this. You will then upload this screenshot to my Google form. You will need to manually scan each the webpage. Their are about 1000 websites that need to be found. Thanks
**Description:* I am looking for an experienced freelancer in data scraping / data extraction to build a database of professional contacts in the real estate sector in France. **Data to extract:** * Company / agency name * First name & last name (if publicly available) * Professional phone number * Professional email (if available) * City / location * Type of business (agency, developer, notary, independent agent) --- **Deliverables:** 1. Clean dataset in **Excel format (.xls)** 2. Functional and reusable Octoparse workflow (.otd file) 3. Short explanation on how to rerun and adjust the workflow (filters, locations, etc.) **Requirements:** * Only publicly available professional data * Structured and stable workflow (pagination, detail pages, error handling) * Reusable solution *...
I need a daily table extracted from a newspaper website I subscribe to. The table's position changes daily, but the format and headings remain consistent. I also need a year's worth of this data historically. Requirements: - Extract data in Excel format - Access via web browser - Automate extraction for daily updates Ideal Skills: - Web scraping - Experience with automation tools - Proficient in Excel data formatting - Ability to handle dynamic web content Please provide samples of similar work.
I have a batch of PDF files that hold pure text data organised in tables. Every cell must end up in the correct row and column inside Excel, no omissions, no merged-cell shortcuts. Some of the tables share a common layout, while others change their order of columns or include extra rows, so a simple copy-paste macro will not be enough—you will need to review each file and adapt where the structure shifts. Speed is important, yet not at the expense of accuracy; I expect every spreadsheet to match its source 100 %. Feel free to use Adobe Acrobat, Able2Extract, Power Query, or any OCR workflow you trust, as long as the final .xlsx files are clean and fully editable. Deliverables: • One Excel sheet (or workbook) per PDF, formatted in true tabular form • Headings preserved e...
I’m preparing a systematic review and meta-analysis and need meticulous help assembling the evidence base. All data must come from peer-reviewed journal articles; no conference abstracts or grey literature will be included. Searches should be run in PubMed and Web of Science as core engines, then mirrored in Google Scholar and Scopus to capture any additional records. You’ll screen titles and abstracts against my inclusion/exclusion criteria (I’ll share a short protocol) and export full citations into a shared spreadsheet. For every article that passes full-text screening, extract the predefined variables—study design, sample size, primary outcome metrics, and any risk-of-bias details—and enter them in tidy, well-labeled columns. Deliverables • A PRISMA...
I’m preparing a systematic review and meta-analysis and need meticulous help assembling the evidence base. All data must come from peer-reviewed journal articles; no conference abstracts or grey literature will be included. Searches should be run in PubMed and Web of Science as core engines, then mirrored in Google Scholar and Scopus to capture any additional records. You’ll screen titles and abstracts against my inclusion/exclusion criteria (I’ll share a short protocol) and export full citations into a shared spreadsheet. For every article that passes full-text screening, extract the predefined variables—study design, sample size, primary outcome metrics, and any risk-of-bias details—and enter them in tidy, well-labeled columns. Deliverables • A PRISMA...
I have a set of PDF files from which I need to pull out only certain phrases—no tables, headings, or other content. There are a few distinct phrase types and I want each type to land in its own column in a single Excel worksheet. Speed matters, so I’m leaning toward an AI-assisted Python solution that can rip through multiple PDFs in one go, spot the target phrases with reliable pattern matching or NLP, and then push clean, column-separated data straight into .xlsx. You’re free to choose whichever libraries you prefer—pdfplumber, PyPDF2, Camelot, spaCy, even a lightweight transformer model—so long as the final workflow is reproducible on my end with minimal setup. Deliverables: • Well-commented script (Python preferred) that takes a folder of PDFs as in...
I need help extracting and analyzing numeric data. Key Requirements: - Extract numeric data from a specified source (to be confirmed) - Analyze the extracted data for insights Ideal Skills and Experience: - Proficiency in handling data extraction tools - Experience with data analysis - Familiarity with at least one DBMS (MySQL, PostgreSQL, or SQL Server) - Attention to detail and accuracy Please provide your approach and relevant experience. Looking forward to your bids!
I have a batch of PDF files that hold pure text data organised in tables. Every cell must end up in the correct row and column inside Excel, no omissions, no merged-cell shortcuts. Some of the tables share a common layout, while others change their order of columns or include extra rows, so a simple copy-paste macro will not be enough—you will need to review each file and adapt where the structure shifts. Speed is important, yet not at the expense of accuracy; I expect every spreadsheet to match its source 100 %. Feel free to use Adobe Acrobat, Able2Extract, Power Query, or any OCR workflow you trust, as long as the final .xlsx files are clean and fully editable. Deliverables: • One Excel sheet (or workbook) per PDF, formatted in true tabular form • Headings preserved e...
I have a large collection of PDF files whose contents are entirely textual tables, and I need every line of those tables captured faithfully into Excel. The PDFs vary in length but follow the same column layout throughout, so once a repeatable method is set up the work becomes systematic. Your task is straightforward: extract each table, preserve the exact column order, and deliver a clean .xlsx file for every source PDF. No numerical calculations or formulas are required—just accurate, well-aligned text entries ready for further processing on my side. I usually rely on tools such as Adobe Acrobat, Able2Extract, or Power Query for this kind of job, but I’m open to whatever workflow you prefer as long as the final spreadsheets mirror the PDFs perfectly. Spot-checking for typ...
I have a sizable dataset that first needs to be cleanly extracted and then thoroughly analyzed. Because the information comes from multiple sources, I will provide a mix of Excel/CSV tables, a small hosted database dump, and several raw text exports. Your role starts with consolidating these inputs into a single, well-structured dataset, handling any duplicates or inconsistencies along the way. Once the data is tidy, I would like meaningful insights that help me understand underlying patterns. I’m especially interested in spotting emerging trends, assembling a clear, reader-friendly report, and—if the data supports it—building a simple predictive model that I can run again in the future. Please outline the statistical or machine-learning techniques you feel are most appr...
I need an automated solution that can visit Glassdoor, navigate through the public job listings I specify, and pull two fields only—Job Title and the full Job Description. The script should then write the results into a clean, comma-separated CSV file ready for downstream analysis. Key needs • Works against search terms, locations, or URLs I pass in at runtime. • Handles pagination, scrolling, and any “Show More” expansions so the entire description is captured, not just the preview. • Respects reasonable request rates or uses rotating headers/proxies so it avoids being blocked. • Runs head-less (Python + Selenium, Playwright, or similar libraries are fine) and is easy to re-run. Deliverables 1. Source code with brief setup instructions. 2. E...
I need a concise yet thorough audit of our Accounts Receivable focused exclusively on aging analysis. Your task is to extract the open A/R data from our ERP (Microsoft Dynamics 365) and produce a clear report that highlights how long each invoice has been outstanding, broken down by due-date buckets. While payment-processing and credit-risk assessments could be interesting for future phases, this engagement is limited to aging analysis only. Here is what I expect: • Cleaned A/R dataset (Excel or CSV) showing invoice date, customer ID, amount, due date, and calculated aging bucket. • A short narrative report (PDF or Word) summarising key findings—total outstanding by bucket, largest delinquent customers, and any unusual patterns you notice. • Dashboard-ready tabl...
I have a batch of PDFs—some are pure digital files, others are scanned images—and I need to pull specific text fields from each of them into a clean, well-structured Excel workbook. Because this is a one-time job, I’m aiming for the fastest reliable approach rather than an enterprise-level pipeline. Scope • Identify and capture only the targeted text values I will specify (invoice numbers, dates, totals, etc.). • Handle both searchable PDFs and image-based pages in the same run, applying accurate OCR where needed. • Output every record in an .xlsx file with clearly labeled columns ready for further analysis. Preferred Stack Python with libraries such as pdfplumber, PyPDF2, or camelot for the text-based files, combined with Tesseract (or a comparab...
I need to pull reliable market-index time-series from either Refinitiv Datastream or FactSet so I can complete a financial market analysis that concentrates on North America and Europe. I will be supplying the company names to create several indices. Your task is to: • Extract the data directly from Datastream or FactSet into Excel • Deliver the output in XLSX along
I have a set of existing spreadsheets filled with plain text records that now need to live in clean, well-structured CSV files. Your task is to pull every row from those sheets, check that the headings stay consistent, and export the results as UTF-8 CSV without introducing any hidden characters or broken line breaks. The spreadsheets are already organised, so no deep data cleansing is required—just tidy up obvious spacing issues, preserve punctuation, and make sure every cell ends up in the correct column position in the final CSV. I will share the sheets in either Google Sheets or Excel; work in whichever environment you prefer as long as the finished deliverable is a set of ready-to-import CSV files. Deliverables • One CSV per source sheet, correctly named and enc...
I have a newly developed AI-powered document and identity verification platform that is ready for functional testing. The core focus of this testing will be validating the end-to-end workflow, including document upload, user authentication , data extraction, verification processes, and secure document retrieval. Users will be interacting with the system by uploading documents, completing identity verification steps, accessing restricted environments, and retrieving verified outputs. Your role is to design realistic test scenarios that reflect real-world use cases (e.g., visa applicants, students, compliance officers), execute them thoroughly, and ensure that each workflow behaves as expected. You will need to validate that: Documents are uploaded and processed correctly Identity verific...
More details: Is this project for business or personal use? For an existing business What information should successful freelancers include in their application? Detailed project proposals How soon do you need your project completed? ASAP
I need a robust web-scraping solution that automatically collects product information from several e-commerce websites. The focus is on two key data points: • Product name and full description • Customer reviews and ratings Price and availability are not required this time, so the crawler can ignore any endpoints related to stock or cost. Please build the script so I can run it on demand and easily point it at new store URLs in the future. Python with BeautifulSoup, Scrapy, or a similar framework suits me fine, as long as the code is clean, well-commented, and leverages polite scraping practices (respectful delays, user-agent rotation, handling captchas when possible). Deliverables: 1. Working scraper code with clear setup instructions 2. Sample CSV or JSON export c...
More details: What type of data do you need to extract from the PDF? Text What information should successful freelancers include in their application? Experience What format do you want the extracted text in? Excel sheet
I need an automation solution to streamline several tasks involving data extraction, document generation, and data transfer. Requirements: - Extract Quantities, Prices, and Descriptions from an MS Spreadsheet BOQ. - Populate Cost Breakdown Sheets with the extracted data. - Generate Word documents: Work Order Forms and Installation Guides. - Transfer all relevant data to GoldVision CRM and MS Business Central. - Save all files in a newly created SharePoint folder. Ideal Skills: - Proficiency in MS Excel and Word. - Experience with automation tools (e.g., Power Automate, Zapier). - Familiarity with GoldVision CRM and MS Business Central. - Strong organizational skills for managing file storage in SharePoint. Looking for someone with proven experience in similar automation tasks. Please p...
I have a set of existing spreadsheets filled with plain text records that now need to live in clean, well-structured CSV files. Your task is to pull every row from those sheets, check that the headings stay consistent, and export the results as UTF-8 CSV without introducing any hidden characters or broken line breaks. The spreadsheets are already organised, so no deep data cleansing is required—just tidy up obvious spacing issues, preserve punctuation, and make sure every cell ends up in the correct column position in the final CSV. I will share the sheets in either Google Sheets or Excel; work in whichever environment you prefer as long as the finished deliverable is a set of ready-to-import CSV files. Deliverables • One CSV per source sheet, correctly named and enc...
Government portals that publish public records but do not offer bulk-download options. I need an automated solution that can search by number on this page and download each file in its native PDF form. Here is what I am after: • A repeatable scraper—Python capable of searching in specific domain, following pagination, and collecting accessible PDF link. • The script should save the PDFs locally in a clear folder structure (site / year / category). • A simple log or CSV report listing the URL, document title, and download status for every file processed. Acceptance criteria 1. All public records published in the specified date span are present as intact PDFs. 2. The log matches the count of files actually downloaded. Please make sure the code is well c...
We are looking for a detail-oriented freelancer to extract and enter structured data from scientific papers into a standardized Excel workbook. This is not basic data entry. You will be reading research papers, identifying relevant quantitative data, and recording it accurately in a multi-sheet template. Scope of Work Follow a defined workflow to: Review and screen scientific papers Extract quantitative data (e.g. duration, intensity, prevalence, efficacy) Enter data into a structured Excel file, including: Screening decisions Paper metadata Detailed parameter extraction tables Verify all values against source PDFs (numbers, units, timepoints) Clearly document decisions and flag uncertainties Deliverables Completed Excel workbook per module Accurate, consistent, and audit-ready data Cle...
I have a collection of Word documents that hold nothing but numbers—mostly tables of sales figures, inventory counts, and a few one-column lists. I need every single value lifted out of those digital files and placed accurately into a clean, well-structured Excel workbook. The job is straightforward but detail-sensitive: • Open each Word document and extract the numbers exactly as they appear. • Paste or type them into the matching rows and columns of the Excel template I will provide. • Keep original number formatting (decimals, commas, negatives) intact. • Double-check totals with simple SUM formulas so we can spot any discrepancies instantly. When you are done, I expect one Excel file that mirrors the order of the source documents, plus a brief note of any ir...
My Excel workbook already contains a VBA macro that opens a PDF, extracts targetted numeric value from certain columns, aggregates them, and drops the results straight into specific cells. Functionally it works, yet it generates errors when it comes accross different number formats. I need a fast, tidy rewrite (or smart port) that does the same three core steps—read, parse & aggregate, write—within roughly three hours of coding time. You can choose the approach that lets you move fastest: streamline the existing VBA, replace it entirely with a Python routine built around pdfplumber, or create a hybrid where Python performs the heavy lifting and VBA simply updates the sheet. I’m comfortable with any of those paths as long as the final workbook remains a one-click solu...
I need someone to take my monthly purchase history from my Home Depot Pro account, currently in PDF format, and upload it into my business Excel spreadsheets. The data needs to be organized as follows: - Dollar amount - Credit card number - Date - Brief description Ideal skills and experience: - Proficient in Excel - Experience handling and entering data from PDFs - Attention to detail and data accuracy - Trustworthy with sensitive information
I need to compile a clear, reliable picture of how female freelancers are distributed, what skills they market, typical earnings ranges, and any notable growth patterns across major regions. The job starts with data extraction: pull publicly available information from leading freelancer platforms, professional networking sites, and other open repositories. After cleaning and de-duplicating the records, the next step is to analyse the dataset—producing descriptive statistics, trend plots, and concise written commentary that highlights regional hot-spots, in-demand skill sets, and any gaps or opportunity areas. Please deliver: • A CSV or Excel file containing the raw and cleaned datasets, accompanied by a short data-dictionary. • An analytic report (PDF or slide deck) that...
I have a continuous flow of text-based records sitting in Excel spreadsheets that need to be moved into our proprietary app and reorganised exactly to spec. The task is straightforward: copy each value from the sheet, paste it into the matching field inside the program, and carry out the simple “Restructure Data into our App” step that appears after every paste. I provide a clear, click-through guide—no prior technical experience is necessary as long as you are comfortable using a computer and can follow written instructions with care. What matters most is accuracy. Each batch is 5,000 entries, and I review them for consistency before releasing payment. You will earn $60 for every fully completed, error-free batch, and there is always another file waiting if your results...
I need a skilled web scraper to gather phone contact information for sales inquiries. This data will be used primarily for leads generation. Key requirements: - Scrape phone contacts from specified sources
I need a skilled developer to extract data from our field service software, Eworks, using their API. The extracted data will be used in Excel. Requirements: - Data Types: Service reports, customer information, and fieldworker schedules. - Structure: Data should be organized in Excel using pivot tables for aggregated views. - Update Frequency: Data needs to be refreshed and updated daily. Ideal Skills and Experience: - Experience working with APIs, particularly Eworks. - Proficiency in Excel, especially in creating and managing pivot tables. - Ability to set up automated data extraction and updates on a daily basis.
We have a web research project. We have a list of study programs of universities in which we have to search the study programs from the university website and their contact information.
I have a set of blood-test reports that arrive as PDFs, and I need an accurate, repeatable way to extract only the test result section from each file. The patient demographics and doctor’s notes can be ignored; my focus is strictly on the numerical results, reference ranges, and units. Here’s what I’m looking for: • A lightweight script or small desktop tool (.NET Core + Tesseract, AWS Textract, or any engine you prefer) that ingests multi-page PDF blood panels and returns structured data—CSV or JSON is fine. • Clear mapping of the extracted fields to their respective test names as they appear in the PDF. • Reliability across differing lab layouts; most follow similar tables, but spacing and fonts vary. Acceptance criteria 1. Feed a sample...
We need a robust yet lightweight script that can automatically pull business details from a publicly accessible government website. The information to capture will centre on business details, such as registration numbers, business name, registration date, address, etc. The workflow should: • Navigate every relevant section of the site (pagination, search filters, subsidiary pages). • Extract the required fields accurately • Export clean, structured data to CSV and JSON A Python solution leveraging requests/BeautifulSoup or Scrapy is preferred, but I’m open to other dependable stacks if they handle rate-limits, retries, and potential CAPTCHA gracefully. The script must be easy to rerun on demand, with clear instructions for environment setup and any dependencies...
I need support with custom ABAP development focused solely on building ALV Reports inside our S/4 HANA system. The functional specs are ready; what I’m missing is a clean, well-structured program that: • pulls data from both standard and custom tables, • follows best practice performance techniques (field symbols, hashed tables, proper buffering), • presents the output in an interactive ALV grid with sorting, filtering, subtotaling and user-specific layouts, and • comes with inline documentation and basic test data so I can run it immediately after transport. All coding must comply with SAP naming conventions, be fully transportable, and avoid obsolete statements. I work with Eclipse ADT and SE80, so please develop in a way that runs flawlessly in either e...
I need a skilled web scraper to gather phone contact information for sales inquiries. This data will be used primarily for leads generation. Key requirements: - Scrape phone contacts from specified sources - Ensure data accuracy and up-to-date information - Deliver data in a structured format (e.g., CSV, Excel) Ideal skills and experience: - Proficiency in web scraping tools and techniques - Experience with data validation and cleaning - Attention to detail and ability to meet deadlines Looking forward to your proposals!
I have a batch of PDFs that contain pure text—no complex tables or images— and I need every line transferred accurately into an Excel spreadsheet. The task is straightforward: open each PDF, copy the text exactly as it appears, and paste it into the corresponding rows or columns I’ll specify. Consistency in spacing, punctuation, and line breaks is important because the spreadsheet will feed directly into another system once complete. Deliverable: • One clean, well-formatted Excel file containing all copied text from the supplied PDFs. I’m ready to send the first set of files as soon as you confirm you can start, and I’ll be on hand to answer any layout or formatting questions along the way.
- Data Processing Associate - Backend Executive - Sports Data Updating - Data Feed Analyst - Account Executive (Tally+GST+Excel)
I have around 7,000 Aliexpress products that I need fully harvested for content-creation purposes. From each listing I only require the official product photos and any product videos—no customer review photos. Everything should come back to me in ready-to-use JPEG for images and MP4 for videos, preserved at the highest resolution Aliexpress serves. Please pull all files directly from the product gallery and video carousel, avoiding watermarks or compression wherever possible. A light file-name convention that ties each asset to its product URL or SKU will make downstream editing much easier for me. Deliverables: • Folder structure or archive segmented by product (one folder per listing). • Inside each folder: all JPEG images and any MP4 videos found. • A simple C...
i have several thousand real estate listings. I would like a spreadsheet that takes a link to each listing. You should then put the address in google maps, and search for the nearest locations to the property (eg, nearest supermarket) and record how far it is in the spreadsheet. I will provide a url to the results (which are not in English, so you will need to translate the results). From this url there will be several thousand results. You must check the address for each, and search for 5 nearby locations, and record the distance in google sheets. You should also paste 2-3 piece of information from the listing description, for a total of around 8 - 10 columns. It is fine to do this by hand, or use an AI agent (so long as you verify the results). I would also be happy to pay someone to t...
I need help gathering the latest batch of survey responses for my existing business so they can be stored and analysed in Excel. You will access our online questionnaire backend, download each completed response, and ensure every answer is captured accurately in the master spreadsheet I provide. The focus is squarely on data collection—no content rewriting or analysis required—just precise transfer of each response into the correct row and column. A quick eye for detail is essential because the survey contains both multiple-choice items and a few short text fields that must remain exactly as submitted. Once all entries are in place, I will spot-check a sample for accuracy before signing off. If you are meticulous with spreadsheets and comfortable handling confidential cus...
A 15-page paper survey (well over 500 pages in total) needs to be transferred into the Excel template I have already set up. The template’s columns are clearly defined for each field, separating numeric answers from open-ended text responses, so the structure you will follow is fixed. You will: • Read each survey page in its original, non-English language and capture every response exactly as written—accents, special characters, punctuation and all. • Enter numeric values in the numeric columns and paste or type verbatim text answers into the designated text columns. • Keep the row order identical to the order of the paper forms so cross-checking remains simple. Quality matters more than speed. I will spot-check the first batch you return; an overall accur...
I am looking a developer who can write a code or script to fill a website form in zero second and submit the same, it s normal form of details to book a playground so first person who submit can get the booking, people already doing this to submit it but we want to submit it before them, I can pay whatever amount it suitable for this work.
I need every garden centre listed at pulled into a clean spreadsheet. Please visit each profile and capture its phone number, email address and full physical address exactly as shown on the site. Create one row per centre with separate columns for: • Garden-centre name • Phone • Email • Street address • Town/City • Postcode If an item is missing, leave the cell blank rather than guessing. Deliver the file as an Excel so I can quickly filter and sort the data later. Accuracy and consistency matter more than speed, so double-check spellings and number formatting before handing it over.
I have two nearly identical Excel workbooks—each with approximately 300 rows and columns A through AE—that need to be merged into a single, clean master sheet, which is already established. The goal is to streamline our data management by ensuring every record is transferred accurately and all duplicates are eliminated using an automated duplicate-checking tool, rather than manual review. The finished file must reach me by Wednesday, 16 April 2026, midday AET.
Necesito un scraper robusto que automatice la extracción periódica de datos de una web app sofisticada construida con Ionic. El sitio está protegido por Cloudflare y reCAPTCHA invisible, así que el script debe sortear ambas capas sin intervención humana. Qué busco: • Automatizar la tarea de extracción en intervalos regulares (cron o equivalente). • Guardar los datos en JSON o insertarlos directamente en mi base de datos; podemos definir el formato final juntos. • Preferencia por Python (requests, Playwright, Selenium, cloudscraper) u otra tecnología que garantice estabilidad y bajo riesgo de bloqueo. Entregables: 1. Código fuente bien documentado. 2. Instrucciones de despliegue en Linux. 3. Tarea progra...
Data entry is an important task, but choosing the wrong solution can seriously harm your company's productivity.
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