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    5,000 data extraction tugasan ditemui, harga dalam USD

    WORK SCOPE: To extract business data from Google Map (*Please zoom map up to 20m for larger data extraction) FORMAT TO SAVE LIST: CSV or EXCEL LIST OF DATA FIELDS REQUIRED: Business Name Address City State Zip Phone Fax (if available) Email id (if available) Website URL (if available) COUNTRY: Malaysia KEYWORDS/TARGET LOCATION: (The list below shows the industrial area name. Please extract the business data from each industrial area) Axis Industrial Park , 42450 Shah Alam , Selangor Bandar Teknologi Kajang , 43500 Semenyih , Selangor Bukit Kemuning Industrial Park , 42450 Shah Alam , Selangor Cempaka Emas Industrial Park , 42000 Pelabuhan Klang , Selangor Elite Industrial Park , 40400 Shah Alam , Selangor Hicom Glenmarie Industrial , 40000 Shah Alam...

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    I'm in need of a web scraping expert to help me extract data from websites. I'm looking for someone who can efficiently gather the information I need and present it in a usable format. The ideal freelancer should be proactive and capable of working autonomously to deliver a complete data set. Key requirements: - Proficient in web scraping techniques - Ability to extract different types of data such as textual or tabular data - Strong attention to detail - Ability to deliver the data in a timely manner

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    ...of this task is to automate the extraction of data from various sources including websites, databases, and APIs. Key responsibilities include: - Designing a script that can seamlessly extract data from websites, databases, and APIs - Ensuring the script is efficient and reliable in data extraction The ideal candidate should have: - Proficiency in Python and automation scripting - Experience in extracting data from different sources - Knowledge of web scraping, database access, and API interaction - A strong understanding of data structures and algorithms to ensure efficient extraction - Familiarity with best practices in automation for data extraction If you have a strong background in Python and automation, and a...

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    Automate our business 6 hari left
    DISAHKAN

    Hi there, I'm looking for an expert to help me tweak our WhatsApp system so that it can forward messages directly to our specific a...to our specific app teams A and B based on certain user details. Specifically, I need someone who can: * Extract user phone numbers from incoming messages. * Develop an intelligent system that filters and routes the messages to either team A or B based on the nature of the user inquiry. The ideal candidate will have: * Extensive knowledge of WhatsApp API integrations. * Proficiency in data extraction and message routing based on specific criteria. * A great understanding of user detail recognition systems. This project requires accuracy and keen attention to detail to effectively gather and use the appropriate user information for op...

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    Web Data Extraction to Excel 6 hari left
    DISAHKAN

    I need a one-time extraction of specific data from into an Excel spreadsheet. The task involves extracting all data for each date as far back as 1 January 2020. The end product is a long table in Excel also capturing the date of release. Key Requirements: - Extract earnings data that surpasses expectations from a specific website. - Transfer the extracted data into an Excel spreadsheet. Ideal Candidate: - Proficient in web scraping tools and techniques. - Experience in data extraction and manipulation. - Strong skills in Microsoft Excel.

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    ...a skilled professional adept in Microsoft's Document Intelligence services to assist with data extraction, text analysis, and document classification. This project is designed to result in the storage of extracted text in JSON format to enable easy search and retrieval. Key Responsibilities: - Data Extraction: Extracting relevant information from PDF files in a structured and organized manner. - Text Analysis: Proficiently analyzing the extracted data to draw meaningful insights. - Document Classification: Categorizing documents based on their content and purpose. Preferred Skills: - Expertise in Microsoft's Document Intelligence framework. - Proficiency in working with PDF files for data extraction. - Strong background in tex...

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    ...extract data from APIs and databases to be used for analysis and reporting. Key features: - The ability to securely and efficiently extract data from multiple sources, primarily APIs and databases. - A user-friendly interface for easy data extraction, potentially with functions like search, filtering, and scheduling. - A robust backend system to effectively handle and process the extracted data. - Data storage solutions to keep the extracted data secure and accessible for analysis. Desired Skills and Experience: - Proficiency in web development, with previous experience in data extraction projects. - Strong understanding of APIs and databases, with the ability to effectively and securely extract data from them. - ...

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    I need a market research-oriented individual with an expertise in data mining and web scraping. The project entails extracting data from the website harborfreight.com. Specifically detailing: - Product names - Product price - Product type (IE power tools) - Their associated number of customer ratings These details should provided in a CSV file then be categorized by product type. A strong understanding of categorization and proficiency in scraping complex websites will be beneficial. With this data, I intend to carry out detailed market research. Do not worry about descriptions, focus solely on the product names, price, rating numbers, and categorization. I'm looking forward to seeing your proposals if your skills align with these needs.

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    PDF Table Extraction 6 hari left
    DISAHKAN

    I need a skilled freelancer to extract table data from a PDF file. The extracted data will be used for analysis in a Microsoft Excel spreadsheet. Key Requirements: - Extract tables from a PDF - Ensure data quality and integrity - Deliver the data in a Microsoft Excel format Ideal Skills: - Proficiency in PDF data extraction - Strong understanding of table structures - Experience in working with Microsoft Excel - Attention to detail and accuracy is crucial look attached PDF and EXCEL then Bid, start Bid writing PDF and sample attached. So I know you look my file

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    ...can help me extract specific data on the results of the Tokyo 2021 Paralympic Games from the official website - The data I require includes: - Athlete profiles - All the results of each competitor - Medal winners The extracted data should be presented in a CSV file format. It should be in a similar format as this dataset on the results of the Olympic games: No specific analysis is needed on the extracted data. Ideal skills and experience for this job include: - Proficiency in web scraping - Experience in data extraction - Expertise in data formatting and CSV files Your professional approach and ability to deliver accurate, complete data will be crucial. Please bid

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    Web Scrapping 5 hari left
    DISAHKAN

    We are looking for a freelancer with strong web scraping experience for an exciting and challenging project. We need to gather specific data from multiple online sources and transform it into useful, structured information for analysis. Responsibilities: Utilize web scraping techniques to extract data from selected websites. Automate the extraction process to ensure accuracy and efficiency. Clean and structure the collected data into readable and usable formats. Integrate the extracted data into a database or spreadsheet as needed. Collaborate with our team to understand specific requirements and ensure the quality of the obtained data. Requirements: Demonstrable experience in web scraping using tools like Python (Beautiful Soup, Scrapy), Seleni...

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    I'm looking for a diligent professional who can implement an Internet price research mechanism for the electronic products listed within a .csv file. The deliverable I expect from this project is a separate report containing the price of each ...the price history. Key Responsibilities: - Extracting and updating the price information of electronic products from the Internet, based on the .csv file provided. - Incorporating a detailed report that includes the prices, a link to the retailer's page, and the price history of each product. Skills and Experience: - Proficiency in data extraction, research, and analysis. - Experience with web scraping tools. - Strong organizational skills to present the data in a clear, concise manner. - Prior experience with e-com...

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    Web Scrapper 5 hari left

    I need a web scraper to extract specific data from various websites. The project will involve: - Identifying the necessary data to be scraped - Building a scraper to extract this data Ideal skills for this job include: - Proficiency in web scraping tools - Familiarity with web data extraction techniques - Ability to work with and extract data from various websites Please provide your quote for this project.

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    ...Seller Data: The main purpose of this project is to gather information about the sellers on the Miravia platform (). This includes the shop_id shop_name Ivl1_cate_name product_number avg_price shipping_duration company_location phone_number email_address vat_number company_name shop_rating shipping_on_time % followers comments etc. I require 10,000 entries of data I require the data to be well-structured and organized into a CSV or Excel file for further analysis. Skills and Experience: - Proficiency in Web Scraping: The ideal candidate should have extensive experience in web scraping and data extraction. - Attention to Detail: Since the project involves gathering a wide range of data points, having a keen eye for detail is crucial to ensur...

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    I need a freelancer to transcribe an English video that's between 10-30 minutes long. Additionally, I require the audio to be extracted and edited to improve its quality. Ideal Skills and Experience: - Proficiency in English to transcribe the video accurately. - Experience with audio editing to enhance the MP3's quality.

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    ...freelancer who can work with OpenStreetMap data to extract specific elements and format them into a .csv file. Key Requirements: - Extracting Geographical locations: ID (from OSM), ZIP, City, District of City, Federal State, District, Street, Housenumber, Latitude, Longitude. If available the Community and the Code of the Community The dumpfile is on: The Download and Format-Process should be automated and if possible triggered with a download Button on an HTML Page. By clicking on the Download button, the process of formating the OSM into .csv is startet. Coding of .csv should be UTF-8 Ideal Skills: - Proficiency with OpenStreetMap data and extraction tools. - Experience in formatting data into .csv files. This is a monthly project

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    I'm in need of a skilled data miner who can help to extract certain details from a vast range of Shopify products. Your mission, if you choose to accept it, is as follows: - list products that contain non-English writing or words in text and videos - Organise and sort these findings for simple review - Identify and list any products filled with non-English language in the description, pictures or images - Compile lists of products that aren’t currently making top-seller lists - List any products can not be delivered in eight days or less. Please note that tractors and food vans may take up to two months to deliver. - List any products that are not suitable for industrial purposes/non-commercial products. Ensure that the products you are considering are meant for commerci...

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    ...experienced in web scraping and data collation. The project will involve scraping blog articles in HTML format and compiling desired information into an Excel file. Key Project Requirements: * The extraction will be from specified URLs, using their individual patterns for efficient and accurate scraping. * For each blog article, I need the title, the full text, and the publish date extracted. * This scraped data must be properly arranged in an Excel file for easy analysis. * List of articles is here: Ideal Candidate Expertise: * Proven experience in web scraping is a must, preferably with full understanding of HTML structures. * Proficiency in Excel and data organization. * Attention to detail to ensure accuracy of the scraped data. * An understand...

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    I require an efficient solution to extract contact details, specifically phone numbers and email addresses, for newly sold residential properties.

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    ...consolidating and analyzing data from spreadsheets. • Creating dashboards, reports and charts in Analytics tools. • Working on financial and other types of modeling projects. • Having knowledge Dashboard Creation, Mainframe automation through VBA. • Good Technical knowledge of VBAs, Macro, MS Office skills to drive automation opportunities. • Well-versed with dynamic loops, data extraction from images. • Work with users and team members at all levels for performance improvement and suggestions. • Understand and prepare Ad hoc reports. • Identify the opportunities of automating reports, snapshots and dashboards using advanced formulas, Advanced Excel, Python and other techniques • Consolidate, sort, organize and summar...

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    I'm looking for a talented freelancer who can assist with scraping automobile ads from website. Key Requirements: - Scraping specific automobile ads. - Extracting ad titles, descriptions and prices. The ideal candidate should have: - Experience in web scraping. - A strong understanding of data collection from websites. - Attention to detail to ensure accurate extraction of data. Please note that the exact websites and the car details are not provided yet, so the freelancer should be able to work with changing parameters.

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    I want to scrape daily leads from LinkedIn Jobs, Indeed Jobs, , etc. The task involves extracting data from these job sites and exporting it to Excel sheets. It would be preferable to have some kind of automation that reduces human dependency in obtaining leads every day. If someone has already set up a similar process before, I would prefer that. Preference will be given to those who have previously performed lead extraction tasks for recruitment websites.

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    I'm in need of a developer who can create a n8n script to login to a specific website and extract stock data for multiple companies. Key features of this project include: - Extraction of table data: You should have knowledge and experience working with web data extraction, specifically with table data. - Selection of stocks data: The script should have the ability to select and extract information from the stock table. - Capability for multiple companies: The tool should be versatile to handle data extraction for multiple companies, not limited to just one. Experience in the use of n8n for data extraction from websites, especially in the finance sector, will be a significant advantage for this project....

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    I need a professional to mine data for me. I need you to download and extract the submissions and comments from a public Reddit dataset for 40 subreddits that I will give you. - Data Collection: Please extract the submissions and comments from this academictorrents link: https://academictorrents.com/details/56aa49f9653ba545f48df2e33679f014d2829c10/tech&filelist=1 I only want the comments and submissions for specific subreddits that I will supply to you. Please save the extracted data as csv file. - Frequency: This is a one-time job. Skills and Experience: - Torrent download and extraction.

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    ...search of a skilled freelancer proficient in web scraping with Scrapy to extract product data from This project involves scraping the Category page to retrieve product details including name, price, SKU, URL, breadcrumb, currency, and brand. Targeted webpage: Category page of Required data: Product name, price, SKU, URL, breadcrumb, currency, and brand Experience: Prior experience in scraping product-related information from e-commerce sites is essential, with proficiency in Scrapy being crucial for accurate and efficient data extraction. Data Handling: Ability to ensure accuracy and consistency of extracted data. Familiarity with different data formats is advantageous. Dynamic Scraping: Navigation logic for all categories must be cont...

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    I'm in dire need of a seasoned data analyst, capable of working proficiently with Power BI, to delve into our recent financial data. The objective of your analysis will be the understanding of our customer's purchasing behavior within the last month. Key areas to focus on: - The extraction and interpretation of relevant purchasing behaviors from our financial data - Creating accessible visual representations of these findings through Power BI Ideal Skills And Experience: - Proven data analysis skills - Proficiency with Power BI - Familiarity with financial data interpretation - Insightful about purchasing behaviors and able to spot trends - Experience working with data from the past month would be great.

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    I have 50-100 articles that I need data extracted from. The data to be extracted includes brand name, country of origin, franchisor's company name, person's name, title, franchisee's name, company name, their person's name, contact details, and the country. Skills and experience required: - Excellent data entry skills - Proficient in reading and understanding articles - Attention to detail to ensure accurate extraction of data - Familiarity with working on a project that requires extracting specific information from multiple sources.

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    ...tracking visitor data, and can help me in capturing contact information of potential customers who do not complete any forms on the site. Key Requirements: - Advanced Visitor Data Collection: The system should be able to capture details like device type, referral source, behavior patterns, and time on page for all visitors. - Contact Information Extraction: The primary goal is to extract the contact details (Name, Address, Phone, and Email) of the visitors who do not submit any form on the site. Ideal Skills and Experience: - Proficiency in Third-Party Tracking Services: The selected freelancer should be well-versed with various third-party tracking services and should be able to recommend and integrate the most suitable one for my website. - Expertise in Visito...

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    ...have a substantial number of legal contracts that I need to analyze and retrieve specific information from. This is a two-fold task and requires proficiency with Microsoft Azure and its document intelligence capabilities. Your primary responsibilities will be: - Utilizing OCR to transcribe the contents of the legal contracts. - Harnessing Microsoft Azure's information extraction feature to sift through the transcribed data and retrieve key information. A successful candidate should have: - Proven experience in working with Microsoft Azure document intelligence. - A clear understanding of OCR. - Background in handling and analyzing legal documents. Hi, I want to create a proof-of-concept of a model that can search and retrieve information using microsoft document...

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    I'm searching for a proficient .NET developer to design and build an MRZ scanning plugin for Windows utilizing the device camera. The plugin must be able to handle the following documents: - Passports - ID Cards - Emirates ID Card (National ID of United ...currently preferred, so I welcome any suggestions. Ideal skills and experience for the job: - Proficiency in .NET language - Experience working with MRZ scanning plugins - Familiarity with different types of ID documents - Ability to integrate this plugin into Windows systems successfully - Experience with device camera utilization - Strong understanding of MRZ data extraction I am anticipating a product that efficiently captures the MRZ data from the aforementioned documents and integrates seamlessly into a...

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    I'm in need of an expert who can carry out a task that involves eavesdropping ...eavesdropping on Thuraya satellite communications using a Hack RF receiver. This task is for research and analysis purposes. Your main responsibilities will include: - Real-time eavesdropping on Thuraya satellite communications. - Extracting specific information including location data, voice communication, and details of data transfers. The ideal freelancer for this project should have: - Proficiency in working with satellite communication systems. - A strong understanding of Hack RF receivers. - Experience in data extraction and analysis. Please be sure to include any relevant experience in your proposal. This is a complex task that requires specialized skills, so releva...

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    Project Description: I am looking for a skilled Data Analyst to help develop a system for classifying email messages as SPAM or HAM. This involves downloading data from a public source, processing it to extract and compute various features, and analyzing these to determine patterns indicative of SPAM. Responsibilities: Download email data from a specified public archive. Create R functions to extract and calculate over 20 variables from each email, such as the number of recipients, percentage of capitals, and URL presence. Analyze this data to explore variable relationships and determine SPAM/HAM status. Generate visual representations of the data and analysis findings. Provide a detailed report on the methodologies used, results obtained, and insights g...

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    I'm looking for an experienced web scraper to access and download specific information and images from the Used Inventory section of the White Rock Honda website. Here are the specifics of what I need: - Car make and model - Year of the car - Price of the car For each car listing, I need ALL available ima...and download specific information and images from the Used Inventory section of the White Rock Honda website. Here are the specifics of what I need: - Car make and model - Year of the car - Price of the car For each car listing, I need ALL available images downloaded. Furthermore, I require the images in JPG format. Candidates applying should have successful experience in web scraping, data extraction, and handling myriad images. Efficiency and accuracy are crit...

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    I'm in need of an expert who can perform photo extraction from a PDF file. The key requirements for this task are as follows: - The extracted photos need to be saved as a single PDF document. I don't require individual image files. - The resolution quality of the extracted photos must be high - 300 DPI or more. Please ensure this whilst extracting as it's essential for the final output. - The photos extracted should ideally follow a random naming convention. The order doesn't necessarily need to adhere to the page number or alphabetical rule. The ideal freelancer for this task would have experience in handling image data extraction, particularly from PDF files, and should be adept at maintaining high-quality outputs. Familiarity with PDF and imag...

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    ...Requirements: - Extract data from PDF files: The freelancer should have experience in data extraction from PDFs. The goal is to extract content like questions, answers, and any other relevant details. This extractor should be able to be used for different exam boards - Organize data by year, subject, and difficulty level: The extracted data should be categorized based on these parameters. This is crucial for our business as it will help us create a user-friendly interface for our educational platform. - Be able to build an extractor that can be run in a google collab notebook, using whatever packages required, even if large language models are needed. Ideal Skills: - Proficiency in Python - Familiarity with Large Language models for data ext...

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    Hello, I'm looking for someone to create a Google Sheets spreadsheet filled with YouTube URLs that meet the following criteria: * License: Must be Creative Commons licensed. * Visuals: - Full face visible, speaking directly to the camera; the rest of the body can be included. - Only one person in the shot and speaking throughout the entire video (no cuts to other people). * Quality: High definition (HD or better), not grainy. * Editing: Minimal editing; should be a single take (intro and fade out are acceptable). * Audio: Clear speech; background noise or music is okay if it does not overpower the speech. * Occlusions: No obstructions, such as hands or microphones, in front of the face. * Emotion: Videos displaying significant emotional expression are preferred. * Cam...

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    ...business directories, and various websites. Unfortunately, the purpose of this project hasn't been specified, but the successful freelancer must be capable of performing high-quality data scrapings, potentially for lead generation, market research, or data analysis. As a dedicated data professional, you should have a strong background in web scraping, data extraction, and data analysis. Please be sure to include in your application: - Your previous experience and samples of past work - A detailed project proposal outlining your approach. Your proficiency in using software and tools for data scraping, knowledge of data protection laws, and understanding of various databases will make you a top contender for this project. Time...

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    I'm in need of someone with the expertise, resourcefulness and knowledge to draw up an email lead list from public domain databases. The focus of this project is identifying professionals, specifically those with active websites for contact. Key requirements: - Extraction of email leads from public domain databases - Target demographic: Professionals of various walks with active websites - Experience with large-scale data extraction - Proficiency in managing information databases Your past work in email lead generation will be beneficial for the successful completion of this project. Your ability to provide clean, organized, and verified email lists will also be very important. Please only bid if you have the experience and know-how to deliver on the stipulate...

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    Azure AI Studio Development 3 hari left
    DISAHKAN

    I'm looking to integrate Azure AI Studio with my existing system to enhance our data analysis capabilities. The ideal candidate should possess the following skills: - Proficient in Azure AI Studio and AI development - Experienced in integrating AI technologies into existing software systems - Strong background in data analysis, machine learning, and natural language processing The project will involve: - Adding Textual data, Image data, and Video data to the Azure AI Studio for analysis - Implementing Sentiment analysis, Entity recognition, and Keyphrase extraction functionalities for textual data. Please provide samples of your previous work and detail your experience with Azure AI Studio in your proposal.

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    I need a Python expert to create a robust parser for extracting data from large JSON files, each exceeding 10 MB. Key Requirements: - Comprehensive knowledge of Python - Strong grasp of JSON data structures - Experience in handling and processing large data files - Familiarity with data extraction techniques The parser should be highly efficient and capable of managing substantial JSON files seamlessly, without compromising on the speed of execution. I value your expert advice on the most suitable Python libraries to use for optimal results.

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    In this project, I'm needing assistance to extract text data from printed documents and entering it into Google Sheets. This task involves meticulous attention to detail to ensure the accuracy of the data entered. The project requires a freelancer with strong data entry skills and the following qualifications: - Proficient in Google Sheets and Microsoft Excel - Excellent typing speed - Previous experience with data extraction - Ability to work with printed documents - Good at data categorization and organization - Proven track record of accuracy - Strong attention to detail If you have these skills, please bid for this project. Thanks in advance for your time and effort.

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    I need a skilled developer to create an automation bot for Telegram Channels. This bot ...developer to create an automation bot for Telegram Channels. This bot will have the essential functions of: - Auto-joining channels - Extracting basic channel information including the description and links I want the bot to be able to extract the following specific information from the channels it joins: - Channel Name - Channel Description - Channel Links - Member Count The frequency of this extraction should be set to a weekly basis. Ideal skills and experience for this job would include proficiency in Python or a similar programming language, previous experience with Telegram's API, and prior experience creating chatbots or automation bots. Expertise in web scraping technologies ...

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    As an ETL Expert Data Engineer with Airflow expertise, I require a professional who can take on a sophisticated data integration task. Key Responsibilities: - You will be responsible for data integration. - The data will be pulled from various APIs. - The processing logic required is advanced, aimed at facilitating analytics and machine learning. You should possess: - Extensive ETL experience. - Deep knowledge of Apache Airflow. - Proven track record in handling complex data integration tasks. - Capability in building data pipelines for advanced analytics. - Familiarity with APIs, ensuring efficient data extraction. - Strong problem-solving skills and attention to detail. I am looking for someone who can take this project and del...

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    I'm seeking a professional who can develop a web scraping tool with the following specifications: - The tool should be able to scrape text content from a specific website. - It will need to log in to the website in order to access the data. - The data should be extracted in real-time, meaning that the scraping should be continuous and up-to-date. Ideal candidates should have: - Proficiency in web scraping tools and techniques - Experience in developing real-time data extraction tools - Familiarity with log-in processes in web scrapers - Ability to work efficiently and deliver on time If you have the skills and experience required for this project, please get in touch. Thank you.

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    I need to gather emails from: https://alaskabar(.org)/for-lawyers/member-directories/ Need it in CSV

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    ...search of a skilled Python developer to deliver a solution capable of scraping specific data from websites like and Makemytrip. The chief aim is to collate the room type and rates, along with rates applicable for specific dates. Ideal Skills and Experience: - Extensive Python programming skills, particularly in web scraping - Prior experience with data extraction from travel or hotel booking websites - Familiarity with various data extraction techniques and handling dynamic web content Your role will involve programming a robust and efficient scraper that can collect and deliver the desired data in a structured format. Familiarity with and adherence to legal and ethical aspects of data scraping is necessary. Efficiency in output del...

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    Project Details: We are looking to find a way to match extracted data from a document to certain specific fields in our own system. For example, a data extracted from a document can be [Customer Name: Company ABC PVT LTD], but in our system the field may be called [Client Name]. We want the LLM to help match Customer name and Client name, so that the data gets filled into the field in our system. I am looking for a long term freelancer with database development, LLM and AI experience to help us achieve highly accurate results using OpenAI API, and ideally speaking some experience in google cloud AI products. Specific requirements for the project include: - Experience with LLM models, particularly the specified model - Strong understanding of programming language...

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    I am looking for a proficient freelancer with a strong background in data scraping from LinkedIn, various social media platforms, and websites. The objective of this project involves harvesting old leads interested in job-oriented training courses in areas such as programming, digital marketing, business, and finance. The skillset and experience required include: - Excellent knowledge of data scraping techniques - Familiarity with LinkedIn, and other social media platforms for data extraction - A good understanding of programming courses, digital marketing, business, and finance topics The targeted audience for these training courses are students, working professionals, and entrepreneurs. I am expecting high-quality leads, so experience in targeted scraping is...

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    I am in immediate need of a Python expert who can extract data from external website and store in an MS SQL database. freelancer with extensive experience in data extraction from varied sources would be highly desirable. The skills and experience required for this job includes: - Extensive knowledge on Python-based data extraction methods - Proven experience with managing and manipulating MS SQL databases - Ability to adapt to multiple and potentially unexpected data sources - willing to work via anydesk for final installation of the project Given the urgent nature of this project, only those who can demonstrate a commitment to quick turnaround times need apply.

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