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I have a small-sized text datasets I need built from the web and then immediately checked for accuracy. Your job is split evenly between two parts: first, scrape the specified pages to pull the text content I flag; second, run validation so that every record is complete, correctly formatted, and free of duplicates or obvious anomalies. The sources are straightforward public websites that I will share once we start. Because the volumes are modest, speed matters less than reliability—clean output is my priority. Manual checks is preferred, I am not looking for software solutions. Deliverables • A clean CSV containing the scraped records after validation Acceptance criteria: Empty fields in my data set are populated. If this sounds like a fit, let me know how you plan to approach the scrape and what validation checks you usually include.
Project ID: 40528209
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Active 6 days ago
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31 freelancers are bidding on average $27 USD for this job

HI there i am scraping expert i am able to scrap all information for you so please contact me, thank you
$30 USD in 1 day
8.8
8.8

Hello I have several years of experience with automated Web Scraping and I have completed a lot of Web Scraping projects here I am going to create automated script to gather all data from web site and validate based on existing data Could you share more details - what is URL of site to scrap data from? thanks.
$17.52 USD in 1 day
6.6
6.6

Hi there, Myself suganya hope you are doing good. I have carefully checked the project description and clear with project. I can use scraping tool if the source website simple. And validate using audit check manual and formula check. Immediately available to scrap all the data from source website and send you clean and perfectly validated output. Waiting for your message. Thanks
$20 USD in 1 day
5.8
5.8

Hello my friend, I understand you are looking for a reliable professional to extract some data and deliver it in CSV format. I will use BeautifulSoup and Selenium to navigate the site's HTML, handle JavaScript-rendered content, and robustly extract the precise data points you need. Beyond the extraction, I will process and clean the data, using libraries like CSV and Numpy, to deliver it in your required format (CSV, JSON, Excel, or a database), complete with clear documentation so you know exactly what you have and how to use it. I am confident we can build an effective solution for your specific requirements. To ensure I fully understand your vision, let's connect for a brief chat to discuss the project details. I am a professional web scraper with expertise in Python web scraping tools (Selenium and BeautifulSoup), data analysis libraries (like Numpy, CSV, MySQL, and others), Git for version control, and automation with Python. I deliver clean, documented, and maintainable code built for resilience. My focus is on proactive error handling and respectful scraping to ensure consistent, uninterrupted data flow. I transform raw data into a clean, analysis-ready asset, saving you valuable time. My proven expertise includes lead generation, price monitoring, and market research projects. I am ready to apply this experience to your specific needs. Let's connect to outline a clear path forward and get your project started.
$18 USD in 2 days
5.2
5.2

I am Data Entry/Data Processing Expert who knows the value of time, very hard working and always delivers the work on time. My Motive is to make my employer happy without adding additional charges. If you are looking for data entry or search work, I am the Right person for you. available 24-7. a trusted Freelancer
$10 USD in 1 day
4.7
4.7

With experience in web scraping and data validation, I understand the importance of accuracy in building text datasets. I will ensure each record is correctly formatted and anomaly-free. How do you prefer the data to be structured within the CSV file for optimal usability? Regards, Yogesh Kumar
$20 USD in 8 days
4.8
4.8

Hi, I can do this job. I will first scrape the specific pages you provide and extract only the required text fields. Then I will clean and validate the data to ensure accuracy and consistency. thanks
$20 USD in 1 day
4.9
4.9

With my extensive experience as a Full-Stack Web Developer and expertise in Python and Selenium automation, your project is within my domain. As you prefer manual checks rather than software solutions, I assure you of personalized attention to every record scraped from the specific websites you identify. My 7+ years' experience guarantees impeccable results, addressing your primary concern. In addition to web scraping, my data processing skills are expansive too. I've adeptly developed and maintained Ecommerce & Enterprise websites, created custom web applications including CMS, CRM, HRM, admin dashboards etc and worked extensively on data-related tasks such as mining and research. These skills put me in an ideal position to tackle your project successfully. Moreover, I'm proficient with databases like MySQL, MariaDB, PostgreSQL, Supabase and front-end technologies like Bootstrap, React which can come handy during data validation. With me on board, you can rest assured about a clean CSV devoid of any anomalies or duplicates from your small-sized text datasets. Let's join hands to building reliable outputs that help drive your business forward.
$20 USD in 1 day
4.5
4.5

Hi, I've built dozens of web scraping + validation pipelines for data accuracy. Noticed you need the validation to happen immediately after collection — we can set that up so bad data gets flagged right away, not after. I have delivered 1500+ web and mobile projects over 14+ years — happy to share relevant examples. Let's discuss what you're scraping and I'll outline the approach. Thanks, Hasan
$200 USD in 7 days
4.0
4.0

Hello, I’d be happy to assist with this project. I have extensive experience in web research, data collection, scraping, and data validation, with a strong focus on accuracy and clean deliverables. For the scraping phase, I will carefully review the public websites you provide and extract the exact text fields you specify. Once the data is collected, I will perform a thorough validation process to ensure the final CSV is complete, accurate, and ready for use. My validation checks typically include: • Identifying and populating missing fields wherever the source data allows • Verifying formatting consistency across all records • Removing duplicate entries • Checking for incomplete or truncated records • Reviewing data for obvious anomalies or mismatched information • Conducting manual quality checks to ensure accuracy and reliability Since your priority is clean output rather than speed, I will take a detail-oriented approach and manually review the dataset to minimize errors and ensure the final CSV meets your acceptance criteria. I can begin as soon as you share the source websites and the fields you would like extracted. Looking forward to working with you. Best regards, Kazi Shahad
$30 USD in 1 day
3.8
3.8

I can help with this. You need a reliable manual scrape plus validation pass, not a heavy software build. I’ll collect the requested text from the public pages, clean the records, and check completeness, formatting, duplicates, and obvious anomalies before delivering a tidy CSV. I’m comfortable with Data Entry, Data Collection, and Data Cleansing workflows where accuracy matters more than speed. My approach is careful source-by-source extraction, then a validation pass to fill empty fields where the source supports it and flag anything ambiguous instead of guessing. 1) Do you want the empty fields populated only from the same source page, or can I use other pages you provide? 2) Should I follow a specific CSV column order or naming format? If that fits, I can start right away. Osama
$30 USD in 1 day
3.0
3.0

Hi, I can handle the web data extraction and manual validation process with a focus on clean, accurate output. My approach: • Scrape the specified pages and extract only required text fields • Manually review records for completeness and formatting • Remove duplicates and flag inconsistent/anomalous entries • Verify missing fields and ensure the final CSV matches your requirements I prioritize data quality over automation and will deliver a clean, validated dataset ready for use.
$30 USD in 1 day
2.3
2.3

Hi there, I read your project scope carefully, and I genuinely appreciate that you are prioritizing manual precision over automated software. Automated scrapers frequently pull messy HTML artifacts and miss context; human eyes do not. As a Data Entry and Web Research Specialist with 5+ years of experience, small-batch, high-fidelity text harvesting is my exact specialty. Here is my answer to your two questions: My Approach to the Scrape: Targeted Lifting: Instead of running a bulk script, I will open the target URLs alongside a split-screen staging spreadsheet, lifting the flagged text systematically. Source Cleansing: At the exact moment of extraction, I will strip out hidden web syntax (such as random \n line breaks, zero-width spaces, or rogue hyperlinks). I will deliver a pristine, ready-to-use .csv. I can inspect your source URLs right now and provide a quick 3-row sample to prove the quality. Let's talk! Best regards, Muhammad Mueez
$20 USD in 1 day
1.9
1.9

Hello, This is a good fit for my experience. I have worked on web research, data collection, data validation, and CSV preparation projects where accuracy and completeness were the main priorities. My approach would be: • Review the source websites and identify the exact fields you need extracted. • Collect the required text content carefully from each specified page. • Populate any missing fields in the dataset using information from the approved sources. • Perform manual validation on every record to verify completeness and formatting consistency. • Check for duplicates, missing values, incorrect entries, and obvious anomalies. • Cross-check records against the source pages to ensure accuracy before final delivery. • Deliver a clean, well-structured CSV file ready for use. As the dataset is small, I can prioritize thorough manual review rather than relying solely on automated methods. My focus will be on producing reliable, error-free data that meets your acceptance criteria. I am available to start immediately and would be happy to review the source websites and dataset details. Thank you.
$30 USD in 1 day
0.8
0.8

Hi, I’ll get right to the point. I can manually collect the required data from your specified websites, validate every record for completeness and accuracy, fill missing fields where possible, and deliver a clean, deduplicated CSV. My process includes source verification, duplicate checks, formatting consistency, empty-field validation, and manual spot-checking to ensure reliable results. I can start ASAP. 100% quality work is guaranteed. Cheers.
$25 USD in 7 days
0.0
0.0

Hello I can manually scrape the required text from the provided websites, validate the data, fill missing fields where possible, remove duplicates, and deliver a clean, properly formatted CSV file. I ensure accuracy through checks for missing values, duplicates, and formatting consistency. Ready to start immediately. Best Regards, Shahnaz Tariq
$10 USD in 1 day
0.0
0.0

Greetings, I see you're looking for someone to scrape text from specific web pages and ensure that the data is accurate and clean. This is essential for your dataset, and I can help with that by carefully collecting the required content and validating it manually for the best results. My approach involves first thoroughly scraping the text from the provided sources, paying close attention to the specific records you flag. After gathering the data, I will conduct a detailed validation process to check for completeness, correct formatting, and to eliminate any duplicates or anomalies. I have a solid background in data processing and web scraping, which enables me to deliver reliable results. I prioritize accuracy over speed, ensuring that the final CSV is pristine and meets your needs.
$20 USD in 7 days
0.0
0.0

Hi, My name is Anggita, and I’d be happy to assist with both the data collection and validation aspects of your project. I understand that accuracy is your top priority. I can carefully extract the required text content from the specified public websites and then perform thorough manual validation to ensure the final dataset is complete, clean, and ready for use. My approach: ✔ Collect the required records from the provided sources ✔ Review each entry for completeness and consistency ✔ Populate missing fields whenever the information is available ✔ Remove duplicate records ✔ Check formatting and identify obvious anomalies or errors ✔ Deliver a clean, organized CSV file I am detail-oriented, comfortable working with spreadsheets and CSV files, and committed to maintaining high accuracy throughout the project. Since the dataset is relatively small, I can focus on careful manual verification rather than relying solely on automated processes. Before starting, I’d appreciate knowing the approximate number of records and source websites involved so I can provide an accurate timeline. I’d be happy to discuss more details and get started right away. Looking forward to hearing from you. Best regards, Anggita P.S. Are all records coming from similar website layouts, or should I expect multiple source formats?
$20 USD in 7 days
0.0
0.0

With my extensive experience and expertise in the fields of data collection, web scraping, and data validation, I believe I am the perfect candidate for your project. Not only can I scrape the specified content from public websites efficiently, but I also bring an added value to the table - I provide manual checks instead of relying on software solutions to ensure the records are complete, correctly formatted, and free of duplicates or obvious anomalies. Given that speed matters less than reliability for your project, you can be assured that I will not compromise on quality. Drawing from my skill set in Excel and Google Sheets, not only will I scrape the data you need but I would readily validate every record so that there are no empty fields in your dataset. In conclusion, my financial research background has honed my keen eye for detail and proficiency with handling large datasets; ensuring clean output is absolutely paramount for me too. Empowered with your website URLs, together we can turn those webpages into a clean CSV- with populated empty fields- within the desired timeframe while maintaining professionalism and accuracy all along.
$20 USD in 7 days
0.0
0.0

Hello I have experience in web scraping and data validation where accuracy and clean structured output are the main focus I can manually extract the required text from the provided public sources and carefully validate each record to ensure completeness consistency and no duplicates My approach includes structured scraping followed by manual verification cross checking fields against the source pages and fixing missing or incorrect entries before final CSV preparation I also ensure proper formatting so the dataset is ready for immediate use without further cleaning I am sure I can complete your project perfectly as you want looking forward for your reply Thanks Srdan
$25 USD in 1 day
0.0
0.0

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