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    2,000 extracting nsso data jobs found, pricing in NZD

    Have you ever heard of TradingView? Do you know what PineScript is? Do you have experience with Javascript? Do you know about website crawling techniques and extracting hidden/protected data? I have recently found a protected indicator on TradingView (written in PineScript) and I need your help to extract the source code. I have no idea if the task has been done in the past or not, but your job will be to find a way to do it. Only apply if you are confident you can think of at least one way to achieve it. One common approach might be going through the Chrome debugger and inspecting the Javascript code, but that may not be sufficient given it's a protected script. Payment will be done only after the source code has been extracted successfully and tested by me to confirm ...

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    IBBA Data Scraping Task 6 days left
    VERIFIED

    I require an expert in web scraping to extract specific data from the International Business Brokers Association (IBBA) website. The target information includes business listings and broker contact information. Although no specific data fields were defined, having in-depth knowledge in extracting business- and contact-related details is beneficial. Skills in programming, data mining and handling web scraping tools are key.

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    I'm in need of a skilled freelancer ...skilled freelancer who can efficiently perform data entry for my project. Specifically, I have between 100 to 500 images and am looking to extract text data from them. The ideal candidate for this project will: - Have a track record of experience in image data entry. - Be accurate in their work, ensuring all the text data is captured correctly. - Be able to handle a substantial volume of images, ranging between 100 to 500. Your primary task will be: - Reading and interpreting the images accurately. - Extracting relevant text data from the images. - Ensuring the extracted text data is correct. I'll be looking forward to your proposals. This project offers an excellent opportunity to thos...

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    ...proficient Python developer to create software capable of extracting data from two provided excel sheets, designed to generate 50 unique outputs. The ideal candidate must: - Have proficiency in Python programming. - Exhibit understanding and competency in handling Excel documents and their formatting. - Display excellent data management competency especially in text, numbers, and dates extraction. The tasks involve: - Extracting data from two existing Excel sheets that contain different data forms involving text, dates, and numbers. - Only simple extraction is needed based on the criterias given and no complex calculations will be required. - Generating 50 individual excel sheet outputs from the extracted data. Experience in data...

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    I am in need of a professional who is proficient in Excel data manipulation. The task involves extracting particular formulas from multiple linked spreadsheets while ensuring to retain original cell formatting. This will require a good command of spreadsheet functions and demonstrable experience in handling linked data. The details of the job include: - Exporting formulas from Excel sheets - Keeping original cell formatting - Handling and maintaining links to other spreadsheets Ideal candidate should possess following skills and experience: - Advanced Excel proficiency - Experience with data exporting - Attention to detail in preserving formatting - Familiarity with managing linked spreadsheets.

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    I'm seeking an individual with adept experience and understanding in data exportation and e-commerce, who can assist in quickly exporting a CSV file from AliExpress containing specific product information. The ideal candidate would be detail-oriented, with proficiency in web scraping and handling CSV files. The tasks involved include: * Extracting product information from AliExpress effectively; this solely entails the product title and description, product price, and product images. No other details are necessary. * Saving the exported CSV file to my Squarespace website. It's necessary for the individual to have both an understanding of AliExpress's platform and knowledge of managing Squarespace websites. This task requires prompt and accurate completion. ...

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    I'm in need of a dedicated data entry specialist, who is adept with invoice processing in various formats; PNG, JPEG, and PDF. Key Responsibilities Include: * Accurately entering invoice data into Microsoft Excel spreadsheets. * Ensuring adherence to specific formatting requirements, details of which will be provided upon project commencement. A deep understanding of Microsoft Excel and precision in data entry is crucial for this role. Experience with processing invoices is highly desirable. Attention to detail and maintaining the integrity of confidential information are also essential for this project. Project Description: We have a pressing requirement for a meticulous and detail-oriented freelancer to assist us with data entry tasks. We possess ov...

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    In this project, I require assistance in extracting numerical data from an existing excel sheet and placing it into a table. The extracted information should maintain the current format present in the excel sheet, without any additional emphasis on alphabetical or ascending numerical order. The ultimate aim is to create a table where the extracted data will be allocated to both rows and columns. - Ideal Skills: Proficiency in Excel and data visualization, keen attention to detail, good understanding of data organization and manipulation. - Experience: Previous work involving data extraction or conversion from excel to other formats is bit of a necessity here.

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    Trophy icon Extensive Textual Data Entry Needed 29 days left

    I am in need of a proficient data entry specialist who excels in text data management. Here’s what the project entails: - Extracting text data from various digital files - Precise and structured entry of the extracted data, exceed 10,000 entries. Ideal Skills & Experience: - Attention to detail, critical to detect and correct errors - Prior experience with high volume text data entries - Excellent skills in sorting and organizing large volumes of data - Familiarity with digital files and data extraction methodologies This project involves handling a substantial amount of data; hence reliability and a proven track record are crucial. If your skills fit these necessities, I'd love to hear your prop...

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    We are in need of a powerful writer to create a compelling, narrative-style professional biography. The biography should carefully intertwine my notable career achievements. Key Requirements: - Outstanding writing skills with a clear understanding of how to tell a compelling story - Adept at extracting key details from my professional journey and presenting them in a captivating manner - Proven expertise in creating engaging biographical content - Ability to write in a narrative style, ensuring a stable flow of the entire biography To be the ideal fit for this job, the freelancer should have a wealth of experience in biography writing, with specific experience in professional achievements detailing. Your method of storytelling will be the heart of this biography and therefore, pr...

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    I am in need of an experienced data professional with stellar expertise in data mining, data cleansing, and data validation. Your role will primarily involve: - Extracting requisite information from chosen sources (Data Mining). - Correcting errors and inconsistencies in the data (Data Cleansing). - Making sure that the data is accurate and valuable for my business (Data Validation). All of the data to be handled will be in the format of an Excel spreadsheet. However, as a requirement, you should be proficient with Google Sheets, since this is the tool we'll be using for this project. Please note that attention to detail, efficiency and accuracy are paramount for this role. Experience in similar previous ...

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    ...scraping of seven websites, extracting both the text content, images, and links. Not a single element should be left behind - that means headings, paragraphs, lists, everything. I'm not particularly choosy about the tech you use to get the job done, but it will need to be delivered in an Excel format. Ideal Skills: - Experienced in web scraping across various websites - Proficiency in using scraping tech and tools - Familiarity with Excel or similar data processing platforms - Strong attention to detail to ensure completeness of data extraction - Previous experience with large-scale data collection projects would be a bonus. Major kudos for managing data extraction projects involving multiple sites. Remember, the key here is thoroughness - I...

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    I'm seeking a talented developer to create an application that can pull data (both text and images) from a specific website and send it directly to a printer. The website's data would be retrieved using URL and ID parameters. This app should also allow user to select their preferred printer. Key responsibilities for this project would include: - Understanding the requirements and objectives - Extracting data from a website based on specific parameters - Incorporating printer selection functionality in the app Ideal skills and experience needed: - Proven experience in app development, particularly with functionalities related to web data extraction and printing - Strong understanding of different printers (Inkjet, Laser, Thermal) Applicants ...

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    ...Description: We're looking for a highly skilled data scraping expert to help us gather detailed information about classic cars from a prominent online marketplace. This project requires adeptness in handling dynamic content and extracting comprehensive details from listings. Objective: Our goal is to collect an exhaustive dataset on classic cars, including make, model, year, price, historical background, seller details, and any additional information available in the listings. This dataset will be pivotal for market analysis and internal assessment. Key Project Deliverables: Data Collection: Methodically extract comprehensive information about classic cars from designated sections of an online marketplace. Data Structuring: Efficiently organize the ama...

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    Hoping to connect with a proficient web scraping specialist to extract data from Website 1. The type of information to be extracted has not been specifically pointed out, so ability to gather comprehensive data is instrumental. Key Requirements: - High-level understanding of web scraping techniques - Experience extracting different types of data (Product Information, User Reviews, Pricing Details, etc.) - The ability to complete the task in 2 days Ideal skills: - Experience with Python, Scrapy or other web scraping tools - Familiarity with data extraction and storage - Strong speed and accuracy, with proven ability to meet tight deadlines. Please provide examples of similar work in your bid. Immediate completion required.

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    ...someone well-versed in web data extraction with a distinct focus on real estate websites. The ideal candidate should possess the following skills and expertise: - Extensive knowledge of web scraping, preferably in real estate - Experience with Python programming, specifically in the BeautifulSoup and Selenium frameworks The task involves: - Scraping text content - general data and descriptions of the property listings - Extracting images related to the property listings - Pricing information to understand market trends - Detailed contact information and location of the listed properties Websites for scraping include Departiculares, Idealista, Fotocasa, among others. The extracted data will need to be delivered in a structured spreadsheet format, allowin...

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    I am seeking a proficient programmer to develop a Google Sheets script or function capable of automating the process of comparing data from one column with information extracted from a PDF file. Specifically, I require assistance with the following tasks: Data Extraction: Extracting relevant data from a PDF file. Data Comparison: Comparing the extracted PDF data with information stored in a specific column within Google Sheets. Automated Data Entry: Automating the process of inputting specific values into designated cells within Google Sheets based on matches between the PDF data and Google Sheets data. Serial Number Assignment: Implementing a counter to assign serial numbers based on the order of products listed in the PDF. F...

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    ...projects, collaborate with a dynamic team, and contribute to the success of our data-driven initiatives. If you have a strong background in web scraping techniques and tools, and are passionate about extracting and analyzing data from various sources, we want to hear from you! Key Responsibilities: Develop web scraping scripts using Python, Beautiful Soup, Scrapy, and other relevant technologies Extract data from websites, APIs, and databases Transform data into structured formats for analysis and visualization Collaborate with stakeholders to understand requirements and deliver tailored solutions Lead and manage web scraping projects from inception to completion Qualifications: Proven experience in web scraping and data extraction Proficienc...

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    I am looking for a developer skilled in PHP, CURL and web scraping to create a project that: - Automates the posting videos and images on Instagram. - Is capable of extracting data through web scraping, to fortify the automation process. In sum, the perfect candidate will have a keen eye, be detail-oriented, and have prior PHP experience, especially with Instagram and automation. Prior experience with web scraping is a bonus. This project aims to streamline and automate our Instagram media posting process, with the intent to enhance efficiency and consistency.

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    I'm in need of a professional who can effectively extract advertising images from t.... only the advertising images . This is the link . ( NOTE : I DON'T NEED SCREENSHOTS OR SNIPPING TOOL . I NEED THE ORIGINAL IMAGE) . Ideal candidates for the project should have: - A solid understanding of extracting or scraping data from e-commerce platforms like Amazon - Good knowledge of various image formats The project's success would be measured on the range of images relevant to each category and their quality. I'm excited to work with a skilled freelancer who will facilitate my advertising endeavors on diverse platforms.

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    For an exciting project, I need a freelancer experienced with Python and the Tasty Trade API. Core tasks will be: - Retrieving trade data, - Placing trades automatically, - Extracting data from specific indicators (Moving averages, ST_Squeeze). The freelancer must be proficient in Python since it's our main trading platform in this project. Understanding of stock market indicators such as moving averages and ST_Squeeze is essential. Your ability to extract data from these indicators through the API will significantly contribute to the success of our project. Ideal skills: - Python programming - Familiarity with the Tasty Trade API - Knowledge in moving averages, ST_Squeeze and stock market operations. Previous experience performing similar tasks wil...

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    I'm in immediate need of a highly skilled Tableau developer for a fast approaching project. The focus of the work will primarily be on: - Data Visualization - Dashboard Creation While specific data types haven't been chosen for the project, a deep knowledge and understanding of data interpretation is imperative. The ideal candidate would have a strong background in extracting and interpreting a wide array of data types. This project demands a swift turnaround, therefore, an ability to work and deliver under tight deadlines is crucial. If you're an expert with Tableau looking for a new, fast-paced project, this is your opportunity.

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    This project involves utilizing an Arduino NANO with PN532 to send APDU commands for authenticating a contactless smart card. The purpose of this project includes: - Reading and communicating with a contactless smart card - Extracting specific data fields for authentication: both Unique Serial Number (UID) and Application Data (ADF) Freelancers interested in this project should possess strong skills and experience in working with Arduino NANO, PN532 and APDU commands. Understanding of contactless smart card authentication processes will be an added advantage. A successful delivery will entail a functional system that communicates and authenticates the contactless smart card as described.

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    More details: Which programming language are you more comfortable with? C# or Python or AI What is the level of understanding or background do you have in the chosen programming language? Advanced What type of data are you looking to extract from the website? Contact information, Registration details, Company profiles The website: Is the regulator for estate agents in the UK. They hold information on al estate agents. I would like a script or console app r automated way (could be AI) of extracting all the UK estate agents from this website. I need their sector, address, phone number and name and website. Thank you

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    I'm urgently seeking an expert in extracting and interpreting Pine Script codes from invite-only TradingView scripts. My goal is for these extracted scripts to serve as a foundation upon which new trading scripts can be built. The requirements of the project include: 1. Extracting Pine Scripts: You should have a proven track record of successfully extracting codes from locked TradingView scripts. 2. Creating New Scripts: Leveraging the extracted codes to create new scripts will be your primary task. This requires an in-depth understanding of Pine Script and TradingView. 3. Functionality: The new scripts must have a few specific functionalities, namely: - Market Indicators: Incorporate different market indicators to aid in trading decisions. - Automa...

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    ...am looking to streamline the process of extracting sales data from our Clover POS system and inserting it directly into our Snowflake data warehouse. This project involves utilizing FiveTran as the data integration tool and leveraging Azure Functions to automate the process. The aim is to create a seamless, automated data flow that allows for real-time analytics capabilities. **Requirements:** - Experience with Clover POS's API for data extraction. - Proficient in configuring and managing FiveTran for data integration. - Skilled in utilizing Azure Functions for automation between Clover and Snowflake. - Familiarity with Snowflake's data warehousing solutions and the ability to efficiently manage and organize data ...

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    Hi , Need someone who can help me in set up the demo which extract data from salesforce and place in ASW S3. Steps are defined by AWS already in below link.

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    I'm in need of an expert in Machine Learning and API operations who can deftly extract fields from text messages. The goal is...API operations who can deftly extract fields from text messages. The goal is accurate extraction regardless of the text's format. Note -> After extracting those fields, need to categorise the message based on predefined categories. Please don't bid if u haven't worked in similar projects. Key Attributes: - Adeptness in handling up to 500 characters length in messages irresepective of message formats. - Ability to classify extracted data into 20 predefined categories. Ideal Skills and Experience: - Proven track record in Machine Learning algorithms application. - Proficient in working with APIs. - Excellent text mining skil...

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    ...understanding of GPT models, machine learning, and data extraction. Your remit will be to build a custom AI model for a real estate appraisal tool with specific functionalities: - Property Valuation: Build a reliable AI model that can efficiently determine reasonable property value estimates based on various pertinent data points. Sufficient prior experience in property valuation processes and its machine learning modeling is desirable. - Comparable Sales Analysis: Implement functionality to perform analysis using comparable sales data for appraisals. Deep understanding and demonstrated accomplishment in comparable sales analysis programming is required. - PDF Data Extraction(Arabic / English): Develop the capability to extract data for real...

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    ...developer for extracting and interpreting specific text content and metadata from various websites on a monthly basis. The executable code or software produced should be robust, error-free and efficient. Key Tasks: - Design and execution of website scraping program - Extensive extraction of text content and meta data - Comprehensive analysis of scraped data - Repeat this process on a monthly cycle Ideal Skills and Experience: - Proficiency in web scraping tools and techniques - Solid understanding of metadata and its implications - Proven experience in data analytics - Strong programming skills - Stringent adherence to data privacy regulations - Outstanding problem-solving abilities. Your expertise in consistently sourcing, deciphering, and report...

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    I am looking to conduct a comprehensive technical feasibility study for a small silica sand extraction and processing project. Main objectives: - Evaluating the feasibility of extracting and processing silica sand on a small scale (technical study). Ideal advisor: -Must have in-depth knowledge of mining operations, especially silica sand. - Experience in conducting feasibility studies for similar projects. - Strong understanding of silica sand quality standards and how to measure them. Components of the technical study: - Industrial production capacity - Technical specifications of the product. - Land location and requirements. - The technical planner for the project with a detailed explanation of the method of extraction and treatment, the different stages, the equipment needed ...

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    ...comprehensive knowledge in the field of silica sand extraction and processing. we are about to embark on an ambitious project in Saudi Arabia to extract and process between 100,000 and 200,000 tons of silica sand. - For this venture, we require a meticulous technical feasibility study to help determine the financial viability of the project: Main objectives: 1- Evaluating the feasibility of extracting and processing silica sand on a small scale (technical study). 2- A comprehensive cost assessment of necessary machinery and equipment. 3- An analysis of potential logistical challenges. Components of the technical study: 1- Industrial production capacity 2- Technical specifications of the product. 3- Land location and requirements. 4- The technical planner for the project with a...

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    I am seeking a data visualization expert who can create a dynamic Power BI dashboard for my firm to track our current financial performance. This project will involve: 1. Extracting and integrating our financial data into Power BI 2. Lay emphasis on visualizing our profits The ideal freelancer for this project would be someone with: - Demonstrable experience in using Power BI for financial data visualization - Strong analytical thinking to understand and map out profit visualization - Keen attention to detail and accuracy. The goal is to have a comprehensive, simple-to-understand, interactive dashboard that provides real-time tracking of our profits so we can make informed business decisions swiftly. Be ready to provide samples of similar projects you hav...

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    I'm urgently looking for a skilled developer to create a comprehensive web scraper for data-rich websites. This tool should solely focus on extracting and compiling text content. As the work is time-sensitive, I'm seeking someone who is able to hit the ground running. Key requirements include: - Able to create a reliable and efficient web scraper - Strong understanding of various scripts to scrape data websites - Demonstrate a track record in web scraping projects If you've got the skills and can turn this around ASAP, let's connect.

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    ...a competent web scraper. You will be responsible for extracting specific data from the Vahan Parivahan government website using vehicle numbers. Here's the information I am interested in: - Owner details - Vehicle payload - Mobile number (if possible) - Vehicle registration details Your primary task will be: - Extract the above data for each vehicle number provided - Ensure the integrity and accuracy of the extracted data Your deliverable should be in Excel format and code used The ideal candidate for this task should have: - Proven experience in web scraping, specifically from government websites - Proficiency in Excel and handling large volumes of data - Attention to detail to ensure accuracy of the extracted data Im...

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    I'm looking for a professional experienced in Power Automate Desktop to automate a task I regularly deal with. The task involves extracting specific 'pricing details' from multiple webpages, and subsequently transferring this data into an Excel file. Skills and Experience: - Proficiency in Power Automate Desktop - Expertise in web data extraction and management - Knowledge of Excel data handling Please note that the automation must be able to cover multiple pricing details - whether they are listed singularly or in package form, and accurately convey them into the Excel file. Prior experience with this type of automation is a plus. The successful candidate will have the capacity to maintain project confidentiality.

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    I need a professional to extract emails, phone numbers, and usernames from Instagram users' followers. These data are crucial to launching my marketing campaign. After the completion of extraction, I want the data to be delivered in an excel spreadsheet. Skills in Instagram API and data mining will come handy and are thus ideal for this job. An experience in extracting big data sets from social platforms will also be advantageous.

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    I'm in need of an expert with robust website scraping skills, capable of extracting text content from different online platforms, mainly music-related sites. This project not only requires knowledge of these particular platforms but also the skill set to correctly interpret and manage the obtained information. Ideally, you'll have a successful track record in relevant data extraction tasks. Results should be precise and generated in a timely manner. Key attributes needed: - Exceptional web scraping skills. - Profound knowledge of music websites. - Proven experience in data interpretation and management. - Consistent and punctual in job completion. Please, only bid if you're confident in handling these requirements properly.

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    As the project owner, I need your talent and expertise in building a custom ChatGPT bot, with a core capacity in Python programming. The purpose of this project is to: * Build a bot capable of reading, understanding, and extracting text from PDF documents. * The bot should be designed to utilize extracted PDF text to generate new PDF document templates. Here's what I'm looking for from successful freelancers: * Excellent understanding of Python as the principal programming language. * Prior experience with ChatGPT bot development is greatly desired. * Comprehensive knowledge in dealing with PDF documents, specifically extraction and template creation. Your application will be ideally impressive if you: * Give an concise account of past projects that have focused...

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    ...Learning (ML) to join us in developing a sophisticated content analysis tool. This project aims to leverage AI technologies to classify and analyze text data efficiently. The tool will be able to categorize a news outlet's political orientation (Left, Center, Right) based on articles published in the past year. Technical Expertise: - Demonstrated proficiency in Python and experience with AI-driven development projects. - Solid experience in implementing NLP and ML algorithms, capable of managing the full data processing lifecycle from collection to analysis. - Expertise in web scraping and data extraction techniques, specifically related to extracting content from online sources. - Previous experience with technologies such as OpenAI's ChatGPT API...

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    I need assistance in extracting specific elements from 250 Excel spreadsheet addresses - specifically, the city, state, and ZIP codes. The purpose of this extraction is ultimately to import this data into a specialized software. Ideal Skills: - Strong grasp of Excel - Experience in data extraction and manipulation - Familiarity with data importation process for software applications Deliverables: - Clean and well-organized list of city, state, and ZIP code data extracted from 250 addresses - Recommendations on best practices for importing this data into software.

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    Looking for proficient web scrapers that are capable of extracting text content and emails from Rocket Reach. I'm expecting robust and accurate deliverables from your end. Necessary Skills: - Experienced in Data Mining and Web Scraping - Familiarity with Rocket Reach, its structure, and content - Ability to extract large amounts of data accurately and quickly Expectations: - extraction of text content and emails - no repeat or empty data - accurate information without any inconsistencies - protection of data privacy principles When applying, please share a detailed project proposal outlining your strategies for scraping Rocket Reach and how you will ensure the quality of the extracted data. Note that only freelancers with detailed proposa...

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    I'm seeking a qualified individual ...agent using Python - Ensuring the agent primarily focus on browsing informational sites, effectively extracting and processing the needed data. - Configuring the agent to run either through cloud-based operations or manual triggers. Ideal Skills and Experience: - Profound expertise in Python programming - Significant experience in AI development, preferably with a focus on web browsing and data extraction - Familiarity with cloud-based operations and manual triggering systems - Understanding of the structure and functionalities of informational websites. This project calls for a balance of technical knowledge in Python and AI, as well as an understanding of how to navigate and interpret data from an array of informa...

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    I need assistance with extracting high-resolution people images for use in printed materials. The ideal freelancer for this project should offer: I'm looking for someone with strong Photoshop skills to extract specific mages from various Images of people. Example Image attached. 17 Images to be edited Key requirements include: - Extracting product images from various document types - Knowledge of advanced masking technics - Capable of ensuring the quality of extracted images - Returning extracted images in an accessible and organized manner Ideal candidates will be very detail-oriented and have a strong understanding of image extraction . Previous experience with similar projects is highly desirable. Im looking for TOP QUALITY here. Images are printed in high resol...

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    I require an expert in data mining and scraping with the objective of extracting specific data from the car dekho website. Key Aspects of the Project: - The focus is on the city of Bongaigaon, Assam. - The key data required is mobile numbers of users visiting the car dekho website. - The need for this project completion is ASAP. Ideal Freelancer: - Proficient in data mining and scraping. - Familiarity with the car dekho website would be advantageous. - Demonstrated experience in projects with urgent deadlines.

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    I'm in need of an expert who possesses exceptional skills in Xpath web scraping techniques for a market research project. The primary task involves extracting meaningful data from a diversity of news websites. Skills & Experience: - Proven Xpath web scraping abilities - Familiarity with navigating news websites and recognizing valuable data - Experience with market research-oriented projects When applying, kindly highlight your experience in this field. Details of prior projects where similar skills were utilized will be greatly valued. Please note that this task requires precision and accuracy. Only those with a sound understanding of Xpath web scraping should apply.

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    I'm seeking a skilled photo editor with proficiency in digital image manipulation, specifically with experience in pet photography. The task involves extracting an image of a cat from its background. Key Requirements: - The goal is to achieve medium-resolution quality for the extracted image; this must meet the standard specifications of print and digital use. The pets in question are two cats. Any previous experience with feline photography or image editing would be highly beneficial. - I prefer experts who are detail-oriented and have a keen understanding of chromatic boundaries, as this extraction demands precision. Ideal Skills: - Strong Photoshop or equivalent software usage. - Prior experience in pet photography and image extraction. - Proficient understanding of reso...

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    I'm in need of a specialist capable of developing an automatic API for the WinOLS system. The primary goal of this API is to facilitate advanced data analysis tasks. The ideal candidate must possess: - Extensive experience in developing APIs - Deep knowledge in ECU data and parameters - Proficiency in data extraction and analysis This API will be tasked with extracting complete ECU data, specifically: I am searching for an expert developer who can proficiently build a WinOLS API system. The core function of this system is to identify variables, denote the names of different versions, and successfully import changes to the actual file. (an API that acces to a Folder or Server where are stored all ols files, identify variables, names of versions, a...

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