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    2,000 web extraction data project jobs found, pricing in USD

    ...require a software solution that can extract and unlock full calibration data from a sensor for further analysis. The software must have the ability to interact with the sensor via USB connection. Key Features: - should be able to fully extract the calibration data from the sensor - the tool should be user-friendly and have a clear interface - the software should have a USB connection for the sensor - the software should be able to output the data in a readable format for further analysis Ideal Skills: - Proficiency in software development - Experience in sensor calibration and data extraction - Familiarity with USB connections and software interfacing - Strong understanding of data analysis and presentation The project will require a ...

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    I need a skilled individual or team with the capability to enhance the legibility of writing on moderately blurry financial documents, specifically checks and backs of checks. My ideal candidate should have access to n...content from these documents in JPEG/PNG format, neatly organized and easily readable. Skills and Experience: - Prior experience in digital image enhancement and manipulation is highly desirable. - Familiarity with financial documents such as checks would be advantageous. - Technical skills in data extraction from images and OCR tools are key. Your mission, should you decide to accept it, is to enable us to decipher these financial documents clearly. Time and accuracy are of the essence in this project. All we need is one document...we are seeking ...

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    ...calculations, and generating reports and trading signals based on S&P500 Index data. The ideal candidate should have: - Proficiency in Excel with a strong track record of automating tasks and creating formulas - Experience in generating reports based on financial data, specifically S&P500 Index - Strong analytical skills to ensure the calculations and data analysis are accurate and reliable - Excellent communication skills to understand my requirements and provide regular updates Some of the key responsibilities and tasks include: - Automating the extraction of S&P500 Index data - Creating formulas and calculations to analyze the extracted data - Developing a template for generating reports based on this data - Ensuring the ...

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    I'm in need of a Pinescript developer who can extract the source code of an invite-only script on TradingView. I'm looking to replicate this script for my personal use, with no need for customization. Key Requirements: - Proficiency in Pinescript and experience with TradingView scripts - Ability to extract the source code of invite-only scripts

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    ...seeking an intelligent R Data Analyst who will help uncover crucial insights from our vast sources of data. Your technical acumen and in-depth understanding of statistical techniques will be instrumental for the role. The project's expectations include: * Applying statistical techniques like Descriptive statistics and Regression analysis to our data sets for in-depth understanding. * Identifying patterns and trends that give insights into our operations. * Evaluating the effectiveness of our current programs and implementations. The data for these tasks will mainly be sourced from our extensive surveys and databases. A keen eye for detail and a strong understanding of data manipulation and interpretation are necessary. Ideal Skills: * Proficie...

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    I require a professional web scraper to collect both text (data points) and images from a long list of web pages about hotels and destinations. - The project involves saving the actual images of destinations/hotels —not just their URLs—from every webpage. - As for the text content, I'm particularly interested in several points - The extracted data and saved images should be meticulously organized in an Excel sheet for easy review and reference. Ideally, I'm seeking someone with an extensive background in web scraping and data extraction. Being proficient in Excel would be a significant plus. Accuracy, attention to details, and reliability are also crucial traits for this task.

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    As a project manager, I am seeking a dynamic freelancer well-versed in extracting text data from digital documents and inputting it into a specific software application. Key Responsibilities: - Accurate extraction of text data from digital documents - Seamless data entry into pre-designated software application Ideal Skill Set: - Proven experience with data entry tasks - Proficiency in the use of software applications for data entry - Attention to detail and high levels of accuracy - Familiarity with handling digital documents This task requires not only speed but also accuracy, and a strong understanding of the software application where the data will be entered. Looking forward to working with data entry specialists who a...

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    ...synchronization of various data between Loyverse and Odoo 17. Key Requirements: - Synchronize Products, Invoices, Credit notes, Payment In, and Payment Out data from Loyverse with Odoo 17. - The synchronization should be manually initiated, meaning there is no requirement for automation or scheduled synchronization. Additional Details: - The task will include working with the Loyverse access token to effectively extract data from the POS. - The implementation should take into account potential data duplication and handle it appropriately, either by selecting a specific period or checking for duplicate records. Ideal Candidate: - Proficient in both Loyverse and Odoo 17. - Past experience working on similar synchronization projects. - Skilled in data ...

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    I'm in need of a highly skilled MATLAB professional to extract edge data from color profiled JPEG images. Specific edge information is essential for my project so your strong background in image processing is vital. You should be proficient in working with JPEG formats, and extracting edge data specifically. Key responsibilities: - Edge data extraction from color profiled JPEG images - Proficient use of MATLAB for data extraction and re-plotting purposes. Ideal experience: - High proficiency in MATLAB - Detailed understanding of JPEG image formatting - Image processing with a focus on edge data extraction.

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    ...meticulously extract table data from approximately 7500 pages of PDF files and transfer the data to Excel. The PDF tables are consistent across all pages, maintaining a fixed column structure which you need to duplicate in the Excel spreadsheets. The data you will be working with is primarily text-based as opposed to numerical. Necessary Skills and Experience: - Excellent attention to detail - Proficiency in optical character recognition (OCR) processing - Experience with data scraping or extraction - Valuable skills in MS Excel - Familiarity or experience with PDF data extraction software Swift and accurate execution is essential for the successful completion of this project. Please only apply if you are comfortable handling a ...

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    I need a skilled professional to analyze a given trajectory in .xyz format and specifically extract the non-Gaussian parameter. i will help you to understand the work. Ideal Skills: - Experience in scientific data analysis and trajectory interpretation - Ability to extract non-Gaussian parameters - Proficiency in using tools for data analysis The task involves: - Analyzing the trajectory in .xyz format - Extracting the non-Gaussian parameter (specifically, the kurtosis, skewness, or other higher moments)

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    I'm in need of a seasoned professional to help me specify a smoke fan for a residential building. This is to ensure the correct fan is chosen and installed for effective smoke extraction. Key requirements: - Expertise in smoke ventilation systems - Experience with residential ventilation design - Knowledge of various smoke fan products - Ability to provide comprehensive fan specifications - Understanding of local building codes and standards for residential installations The ideal candidate will be able to provide a detailed specification for a smoke fan, that is compatible with electricity, and suitable for residential use. This would include details on the fan type, size, power requirements, and installation considerations.

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    I am seeking a proficient data analyst who can help pull up, organize, and visualize data from a specific website, daily. I am primarily concerned with both numeric and text data, therefore, the ideal freelancer should have: - Experience in data extraction from websites. - Proficiency in analyzing and visualizing both numeric and text data. - Capabilities to update and visualize data on a daily basis. - Knowledge of latest data analysis and visualization tools. Success for this project is ultimately based on your ability to turn a mass of mixed data into clear and informative visualizations. Regular and prompt communication will be key to the successful realization of this project. If you have these skills and...

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    ...while keeping costs reasonable. The nature of the project involves the following key requirements: - Graphic Extraction: I'll provide you with pictures of the snowboard, and I need you to extract the graphic that I'm fond of. The graphic has some wear marks, which I would like to have removed in the extracted version. - Resolution Enhancement: Although I don't have high-resolution photos, I'd appreciate if you could slightly enhance the resolution of the graphic during the extraction process. This enhancement shouldn't be extreme, as I'm looking to keep the costs of the project at a reasonable level. The ideal freelancer for this project should have: - Proficiency in graphic design and editing - Prior experience with ...

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    I'm looking for a skilled individual who can help me read a file and extract specific data from it. Key Requirements: - Extraction of File names, File sizes, File creation dates, and messages stored in the DB file. - Ability to adapt to extracting all messages or specific ones, depending on my future needs. - Delivery of the extracted data in a Spreadsheet format, preferably Excel or Google Sheets. Ideal Skills and Experience: - Proficiency in reading and interpreting files. - Advanced skills in data extraction, particularly from database files. - Experience in delivering data in a spreadsheet format. - Flexibility to accommodate future changes in the extraction requirements. - Strong communication skills to clarify requirements an...

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    I need the names, addresses, and contact information from a specific web map extracted. The purpose of this project is to create a directory of locations from this data, and the information will need to be updated annually. The ideal freelancer for this job will have experience in web scraping and data extraction. Key requirements: - Web scraping experience - Proficient in data extraction techniques - Understanding of directory creation - Reliable and professional with an eye for detail.

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    I need a program that can scrape for the addresses of homes listed and compile them into a CSV file....com for home addresses - Compile addresses in CSV format - Include the duration each house has been listed - Run the program every hour to capture new listings - Automatically eliminate any duplicate entrie - Run CSV file against another data base that has age and name of owner and contact info. Ideal Skills and Experience: - Experience in web scraping and data extraction - Proficiency in programming languages suitable for web scraping (e.g. Python, Scrapy) - Knowledge of CSV file creation and data handling - Ability to automate processes for regular data updates Please note that the addresses should be stored in the CSV file with each ...

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    I'm looking for a skilled web scraper to handle challenging websites with advanced detection. The main data you will be required to scrape is text content. Here are the key project details: Ideal candidate should have: - Experience in web scraping, especially from challenging sites - Strong knowledge of web scraping tools and techniques - Proficiency in handling advanced automation detection - Excellent attention to detail to maintain a high level of data accuracy - Ability to deliver monthly updates in a timely manner Please include any relevant past experiences or examples of similar projects in your bid.

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    I am in need of a talented developer who can create a program for me. This p...to provide me with real-time updates from the specified social media platforms. - Analytics tracking: I require the program to track and present me with analytics surrounding the feeds, specifically engagement metrics. Data Extraction: - The program should be able to extract and present: - Post content: The text, images, videos, or other forms of content from the feed. - Engagement metrics: Information regarding the engagement of the content (likes, comments, shares, etc.) Ideally, you should have experience in social media API integration and data extraction. Knowledge of real-time application development is a plus. Please provide examples of previous projects you've...

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    I require a proficient team to design...electricity generation. Key Functions: - The power unit will harness geothermal heat as its main source of energy. - The location of this geothermal heat source will be a drilling site—not a volcanic region, or a hot springs area. Ideal Candidate Skills and Experience: - Should have a solid background in thermal engineering, particularly ORC power units. - A thorough understanding of geothermal heat extraction techniques is essential. - Prior experience in designing large-scale ORC units for electricity generation will be highly advantageous. - Knowledge of the safety and environmental implications of drilling for geothermal heat is crucial. This is a detailed task, requiring precise skills and absolute accuracy. If you possess thes...

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    I need a Python code to perform data analysis on text data sourced from tables. This project emphasizes the importance of being highly familiar with Python and its data analysis and text processing libraries. Key tasks: - Extract text data from tables - Perform comprehensive text data analysis Ideal skills: - Proficient in Python - Extensive experience with data analysis and text processing libraries - Familiarity with table data extraction - Strong understanding of text data analysis techniques and methodologies. I look forward to hearing from experts in Python data analysis. This is a chance to demonstrate your ability to solve complex data processes.

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    I'm looking for a skilled developer to create an image texting software that can run on desktop computers exclusively. Ideal Skills: - Proficiency in image recognition and text extraction - Experience with software development for desktop applications - Ability to work with English language software

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    I'd like to extract the phone numbers of real estate agents from a particular website Key Requirements: - Extract agent contact information Ideal Skills and Experience: - Proficiency in web scraping - Experience with data extraction and automation - Strong understanding of data privacy laws and regulations Please note that the data is intended for internal use only and will not be shared with any third-parties.

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    I am in need of a skilled developer who can create a functional scraping tool for me. The purpose of this tool is to download JPEG product images from a specified URL that increments...images from a continuously changing URL (i.e., www.****/asdasd/1234 then 1235, and so on). - Ability to tweak URL structure according to my needs. - Images must be saved in JPEG format. The ideal candidate for this task: - Has experience in web scraping and dealing with dynamic URLs. - Understands how to name files after the URL page number. Please note that the key goal is to download product images, not data extraction or process automation. Hence, your proposal should focus on delivering this specific requirement. Your understanding of this project and relevant skills will b...

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    ...Chrome extension and associated API. This project will involve the development of an extension designed to interface with a specified financial website, which features dynamic data changes. The primary function of this extension will be to monitor the data displayed on the website's user interface (UI). When any alterations in this data occur, the extension should perform API calls to transmit this data to an API that stores it within a database. Additionally, there may be instances where the extension needs to make API calls based on UI events, retrieve data from the database, and display this information on the UI. There will also be certain situations requiring the extraction of data from external sources for storage ...

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    ...tasks: **Extracting data from images (Task 1a):** * You'll need to add a new function to existing code that can grab specific values from images stored on Google Earth Engine (GEE). * These values, representing features of the land, will be used to train a machine learning model later. **Creating a new feature (Task 1b):** * You'll write some new code to define a new feature based on existing data (called NDVI). * This involves creating a new class that inherits from existing ones to handle this specific feature extraction. **Training machine learning models (Task 2a):** * Using all the features you extracted in Task 1, you'll train different machine learning models for a client. * The client has collected soil samples, and you can potentially c...

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    Python Lazada Web Scraper 4 days left
    VERIFIED

    I am seeking a proficient Python programmer who can create a web scraper for Lazada. Key Responsibilities Include: - Develop a Python program that will enter query in search box and scrape Lazada for the following data: product name, images, price, description, seller, and URL. - The scraper should be able to handle pagination plus also bypass captcha using 2captcha api Ideal Skills and Experience: - Proficiency in Python and web scraping frameworks. - Familiarity with the Lazada's web structure and data extraction. - Experience creating scrapers for e-commerce platforms. Website lazada .

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    I am seeking a highly skilled freelancer to undertake a multifaceted project involving the detailed completion and enhancement of a CSV file for upload to Square. This extensive project requires three core competencies: meticulous data extraction from our website, proficient data entry into an Excel form, and the creation of engaging service descriptions using AI tools. The ultimate goal is to craft a CSV file that not only meets but exceeds the requirements for Square's platform, ensuring a seamless upload process. Key Responsibilities: Data Extraction and Accuracy: Initiate the project by extracting data from specific sections of our website. This data must be accurately transcribed into an Excel form, adhering ...

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    I need a skilled professional to analyze a given trajectory in .xyz format and specifically extract the non-Gaussian parameter. i will help you to understand the work. Ideal Skills: - Experience in scientific data analysis and trajectory interpretation - Ability to extract non-Gaussian parameters - Proficiency in using tools for data analysis The task involves: - Analyzing the trajectory in .xyz format - Extracting the non-Gaussian parameter (specifically, the kurtosis, skewness, or other higher moments)

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    I am urgently in need of...freelancer with skills in web scraping, data extraction and web crawling. Your task will be to gather specific information from an online directory of race events throughout the world. Key Responsibilities: - Set up a weekly automated web scraping process. - Extract and deliver the following data points: Event name, Event date, Event location, online registration page, contact form page, and contact information along with some other info that we can grab. Required Skills and Experience: - Proficiency in web scraping and data extraction. - Capable of setting up an automated weekly process. - Ability to perform the task ASAP. - Strong attention to detail to ensure accuracy of information. Please not...

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    I am seeking a knowledgeable Python developer to develop wado-rs capable of handling OHIF requests. The project entails specific functionalities: - Image retrieval from OHIF requests. - DICOM metadata extraction. The ideal candidate should have experience in working with Python and be familiar with the Python framework, Flask. Previous experience with DICOM and Image retrieval would be beneficial.

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    ...tasks: **Extracting data from images (Task 1a):** * You'll need to add a new function to existing code that can grab specific values from images stored on Google Earth Engine (GEE). * These values, representing features of the land, will be used to train a machine learning model later. **Creating a new feature (Task 1b):** * You'll write some new code to define a new feature based on existing data (called NDVI). * This involves creating a new class that inherits from existing ones to handle this specific feature extraction. **Training machine learning models (Task 2a):** * Using all the features you extracted in Task 1, you'll train different machine learning models for a client. * The client has collected soil samples, and you can potentially c...

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    ...Python developer who can revise two of my existing scripts. The project will involve making changes to the code so it uses the docx library instead of the current setup. The number of Word documents to be processed is less than 10. Although the specifics of the modifications were not explicitly provided, it is safe to assume that the job may also involve implementing any necessary tweaks to ensure the accurate and efficient extraction and processing of data from the Word files. Ideal Skills and Experience: - Extensive experience with Python and a proven track record of previous script modifications - Demonstrable proficiency with both the and docx Python libraries - Solid understanding of data extraction and processing techniques Any potential...

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    ...text data from a series of PDFs. The extracted data should be organized in a nested JSON format. Key project requirements: - **Data Extraction:** The task involves extracting text from the PDFs. - **Data Structuring:** The extracted data should be organized as nested objects in JSON. Ideal skills and experience: - **Python Proficiency:** A strong command over Python is crucial for this job. - **PDF Processing:** Experience with PDF processing libraries in Python is a big plus. - **JSON Formatting:** Ability to structure data into nested objects in JSON format. Deliverable: -Someone interested with AI also beneficial - The extracted data should be presented in a JSON format, and the code should be well-commented and...

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    I'm in need of a very simple and lightweight website that is able to display PDF files and perform a variety of functions on the extracted text. Key Requirements: - Display PDF files: The website should have a vi...viewer that can display PDF files. - Extract OCR text from PDF: The website should be able to extract and display text from PDFs that have FRACTUR font. - Translate OCR text: The extracted text should be automatically translated to Polish. - Text input: The website should also feature a text box where users can input text. Ideal Skills and Experience: - Proficient in web development and PDF handling. - Experienced in OCR text extraction. - Familiar with translation APIs for automatic translation. - Strong understanding of UX/UI for implementing a user-friend...

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    Power BI Data Link with MS Project I'm looking for a Power BI expert who can help me link my Power BI dashboard with multiple MS Project files. Key Requirements: - Create a link between Power BI and multiple MS Project files - Enable data extraction and integration from these multiple MS Project files Ideal Skills and Experience: - Proven experience in Power BI dashboard creation - Strong understanding of data analysis - Previous experience in linking Power BI with MS Project files

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    I am seeking a highly skilled and experienced photographer who specializes in beach photography and has a traditional style. The shoot will take place in the beautiful location of Mauritius, emphasizing the enchanting ambiance of a sunset. - Location: Mauritius; a captivating destination that will allow for the extraction of the natural beauty and serenity of the beach at sunset. - Time: The shoot will happen at sunset to capture the soft light and romantic hues. - Photography Style: I prefer a Traditional style for these photos. The ability to capture the candid moments but also pay attention to classic poses is essential. The ideal freelancer's portfolio should reflect experience in sunset beach photography shoot, particularly in Mauritius and with a traditional style. Thi...

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    I need a professional data extractor to extract leads from websites on a weekly basis. Key Requirements: - Extracting email id and mobile numbers: The task involves scraping textual data only, and not images - Websites as source: The data should be scraped from various websites, so a good understanding of web scraping is crucial. - Weekly updates: The extraction will need to be performed every week, so the ability to automate or efficiently manage unique scraping is essential. Ideal Skills and Experience: - Web scraping: Proficiency with tools and techniques for web scraping, especially for textual data. - Automation: Experience with automating scraping processes for repeated extraction. - Accuracy and reliability: The extr...

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    I am looking for a data scraper to extract information from the JazzCash agent locator list available on their website (). Key Requirements: - I need the data to be delivered in an Excel spreadsheet format. - The specific details that I require for each Jazz locator are the Name and Address, along with the Services offered. - The scraping needs to be done only once; it will not be recurring. Ideal Skills and Experience: - Proficiency in web scraping, particularly using tools like Python's Beautiful Soup or Scrapy. - Experience in extracting data from websites with dynamic content. - Strong attention to detail to ensure accurate data extraction. - Previous experience with similar data scraping projects will be an advantage. I am parti...

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    I'm looking for a Power BI expert who can help me link my Power BI dashboard with multiple MS Project files. Key Requirements: - Create a link between Power BI and multiple MS Project files - Enable data extraction and integration from these multiple MS Project files Ideal Skills and Experience: - Proven experience in Power BI dashboard creation - Strong understanding of data analysis - Previous experience in linking Power BI with MS Project files

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    I'm looking for someone to assist in the extraction of specific information from a climbing scorecard. Key requirements: - Extracting the Name of the climber, Total points, and the Difficulty level of the route. - The final deliverable should be in a format that can be automatically displayed in a ranking table online. Ideal Skills and Experience: - Proficiency in OCR (Optical Character Recognition) software or techniques. - A keen eye for detail and experience in data extraction. - Familiarity with climbing terminology or a willingness to learn and understand it. I'm looking for a professional who can deliver accurate and reliable data for further analysis.

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    Example link: https://www.bo...com/uploads/syussou_pdf/honjyo/ I require the capture/extraction of 84x numerical values (table comprises of twelve events, seven results per event) from PDF file as quoted above. There will be 1,000s of unique PDF's, so my guess is I'd copy/paste relevant addresses into an Excel file and a Python script would run from there (?). To my knowledge, PDF file is always four pages in length, relevant table to scrape is always located on page2. Required data is always located in the same position/same column in PDF files. (Possible) example output in CSV/Excel could look like: date | 1H | 21,114,900 | 291,000 | 719,400 | 119,200 | 71,000 | 17,900 | 12,600 That output line (above) would have twelve lines of data per daily PDF file...

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    I'm in need of an experienced data scraper to scrape and collect text data from multiple websites including social media platforms. It's a high-volume job with an emphasis on accuracy and efficiency. Ideal Skills and Experience: - Proficiency in data scraping tools and software - Experience with scraping text data from multiple sources - Familiarity with various types of websites and social media platforms - Fast turnaround time, without compromising the quality of work - Attention to detail is paramount - Previous experience in similar projects would be a plus Please bear in mind, I need someone capable of navigating multiple websites for meaningful extraction, we're not just talking surface-level data scraping. This project...

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    I'd like to extract the phone numbers of real estate agents from a particular website Key Requirements: - Extract agent contact information Ideal Skills and Experience: - Proficiency in web scraping - Experience with data extraction and automation - Strong understanding of data privacy laws and regulations Please note that the data is intended for internal use only and will not be shared with any third-parties.

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    I am seeking a highly skilled freelancer to undertake a multifaceted project involving the detailed completion and enhancement of a CSV file for upload to Square. This extensive project requires three core competencies: meticulous data extraction from our website, proficient data entry into an Excel form, and the creation of engaging service descriptions using AI tools. The ultimate goal is to craft a CSV file that not only meets but exceeds the requirements for Square's platform, ensuring a seamless upload process. Key Responsibilities: Data Extraction and Accuracy: Initiate the project by extracting data from specific sections of our website. This data must be accurately transcribed into an Excel form, adhering ...

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    ...need the text extracted from and accurately transferred into a Word document. This is to preserve the text and make it editable for future use. The key requirements for this job include: - The extracted text must be precise, with no paraphrasing. - The text should be structured into two continuous columns, which are to be part of a table. The ideal freelancer for this project should: - Have experience in text extraction and document formatting. - Be proficient in Microsoft Word and capable of using its advanced features to meet the specified formatting requirements. - Have an eye for detail and a commitment to delivering work accurately and efficiently. By providing this service, you are helping me to efficiently and effectively convert a non-editable file into an e...

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    I need a professional to extract Pine Script code from a private TradingView script that I have. - I need the entire source code extracted - The script includes multiple indicators and strategies - I need a functional copy of the extracted Pine Script code Ideally, you should have: - Prior experience working with TradingView and Pine Script - Capable of handling private or invite-only scripts - Understanding of various technical indicators such as Moving Average, RSI, and Bollinger Bands. Please note that the extracted code should be fully functional and operational.

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    I am looking for a skilled freelancer, adept in ETL (Extract, Transform, Load) operations. In this project, your task will be to extract CSV files from an SFTP server and load them onto a SharePoint Document Library. Key responsibilities: - Source the data from the SFTP server. - Ensure accurate and smooth extraction of CSV files. - Successful Load of the data to SharePoint Document Library. Ideal candidate skills and experience: - Solid background in ETL operations. - Prior experience with SFTP servers. - Proficiency with working CSV files. - Familiarity with SharePoint Document Library.

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    For my project, I need a freelancer with strong skills in data scraping and extraction, particularly with textual content and figures, from a specified public website - Tasks: - Effectively pull relevant textual content and figures - Ensuring the scraped data is comprehensive, accurate, and neatly organized Excel Skills: - The data collected must be meticulously stored in an Excel database - The organization method within the database is by entity An effective freelancer must be detail-oriented, proficient in using Excel and knowledgeable about data scraping techniques from public websites. A background in handling similar tasks would be advantageous. Accuracy and neatness in data organization are also paramount. Please indicate you ...

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    Chinese Site Data Extraction 3 days left
    VERIFIED

    ...details from a Chinese website for market research and supplier contact purposes. - Extracting Contact Details: - The project also involves obtaining contact details from the website. This would typically include email addresses, phone numbers, names of suppliers, and any other relevant contact information. - It is important that this data is collected accurately and in a structured format for use in supplier outreach. Ideal Skills: - Proficiency in web scraping and data extraction. - Familiarity with Chinese websites and text. - Experience in market research and supplier sourcing. - Ability to organize data for easy analysis. - Attention to detail and accuracy in data collection. If you have experience in these areas and are ...

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