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    2,000 bulk data extraction jobs found, pricing in AUD

    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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    Project Deadline: 1 Hour Project Type: WordPress Project Type: Bulk Post Category Update Number of Posts: 312 Project Overview: I have a list of 312 Post IDs in a CSV file. I would like the each of them to have two new post categories assigned to them. 5* FEEDBACK WILL BE LEFT FOR YOU

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    PDF Table Extraction 6 days left
    VERIFIED

    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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    ... After inputting, you can automatically select a location, especially for the Indonesian region. - Can upload autoposts to Facebook Marketplace using multiple browsers at once - Can Autopost Facebook Marketplace with Excel Import Format - Autopost Facebook Marketplace Duplicate Product Preventer - Autopost Facebook Marketplace Settings to Prevent Banned Accounts - Auto Post Facebook Marketplace Bulk Edit Facebook Marketplace that has been input - The input Facebook Marketplace Autopost Report & Status can be exported - You can search for Facebook groups based on keywords with the selected status of groups that are joined or already joined. For unjoined groups that we have searched for, you can auto join. - Can Auto Post to Facebook Group Each feature has Add, Filter, Combob...

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    ...required for order placement, tracking, and confirmation. - Inventory Tracking: Real-time updating of inventory for an optimal supply chain management. - SAP Integration: Capability to integrate with our current SAP system for streamlined business operations. - Order Splitting: An option to divide order in case of large demand. - Truck Ordering: Enable easy booking and scheduling for transporting bulk orders. User Role: The app should be built primarily for an administrator role, with the potential to expand to supplier and customer roles in the future. Please note, prior background in developing applications in manufacturing industry will be advantageous. Familiarity with SAP integration is an absolute must. If your expertise aligns with my requirements, get in touch, and l...

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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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    I'...Gateway with a SIM box. The purpose of this project is to send marketing messages on a large scale of between 1,000 and 5,000 daily. The messages will not be text-only, they will include both images and links as well. Ideal Skills: - Extensive experience with Kannel SMS gateway and SIM box configuration - Understanding of marketing message composition with text, image, and link - Knowledge of Bulk SMS sending Key Requirements: - Ability to send between 1,000 and 5,000 SMS daily - Ensure efficient delivery of all text, image, and link content - Optimize the system while maintaining high deliverability rates Your ability to effectively set this up can make a huge difference in our communication strategy. If these parameters accomplish what you can deliver, I am eager to...

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    Web Scrapping 6 days left
    VERIFIED

    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 have a need for a professional with experience in Google Maps data management. My project involves: - Inserting 'Website' information as a new entry to several destination points on Google Maps. - Regularly updating this information directly on the Google Maps platform. This position is well suited for someone with: - Practical knowledge and experience in handling Google Maps data. - Attention to detail and commitment to maintain accurate, up-to-date information. - Ability to manage bulk data and ensure information consistency across multiple destinations. Please note: This job does not involve any work on existing websites or website integration. We only need to add and maintain data directly on the Google Maps platform. *We pay when we...

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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 6 days 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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    About Us: We are the premier direct importer of pool heat pumps, offering unparalleled pricing directly to end customers. Through bulk purchasing and cutting out intermediaries, we provide the most competitive prices in the market. Our unique business model ensures that we stand alone in offering unbeatable value to pool owners across the country. Job Description: As an Exclusive Pool Heat Pump Sales Representative, you will play a pivotal role in conveying our distinctive value proposition to pool owners. Your mission will be to educate potential customers about the benefits of purchasing directly from us as the sole importer, leveraging our competitive pricing and unmatched quality. Responsibilities: • Educate potential customers about the advantages of buying directly fro...

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    I'm seeking an experienced web developer with extensive knowledge in WIX and payment gateway integration to build the checkout system of our bulk ice selling business' website. Key tasks include: 1. **Payment Gateway Integration**- The checkout system should incorporate a payment gateway to facilitate secure transactions. 2. **Delivery Address Input** - Allowing customers to input their delivery address to ensure proper and accurate delivery of our products. 3. **Order Confirmation Email** - After a successful purchase, an order confirmation email should be sent to customers for their records. 4. **Design** - Implement a simple and clean design that aligns with the website's current aesthetic. 5. **Delivery Tracking** - Incorporate real-time tracking of deliver...

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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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    I'm looking for a proficient programmer or web developer with experience in creating Chrom...requirement is to generate tailored content for Instagram. - You should create a Chrome extension with the following features: - Template-based content generation: It should support text templates and also have the capability to overlay different texts over one video. - Text overlays: This feature is to add text over images or videos. - Mass production/download: This tool should generate content in bulk and allow for mass downloads. The ideal candidate for this project would have a strong command over JavaScript (for Chrome extension development) and experience dealing with various social media APIs. A strong understanding of content creation processes for social media will also b...

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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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    Project Budget: $100 Project Deadline: 1-2 Days Project Type: Custom WordPress Plugin Project Difficulty: Standard PHP Version: 8.2 and above Project Overview: Custom WordPress plugin required to allow a user to: - Upload a CSV with bulk new POST data - Select a post category, schedule start date, choose how many posts to PUBLISH each a day - Import post data and create all new posts as DRAFTS, to go live on the specified post schedule & keep a suitable log that can be checked - Insert the new POST IDs back into the original CSV file & automatically download the update CSV for a user 5* FEEDBACK WILL BE LEFT FOR YOU

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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 seeking a professional to help me with daily marketing messages on WhatsApp to my existing customers. Bulk message sending

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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 need assistance with a small-scale copy and paste data entry task. The data is less than 1,000 rows and is in a spreadsheet format. Ideal Skills and Experience: - Proficiency in spreadsheet software such as Excel or Google Sheets - Attention to detail to ensure accurate data entry - Efficiency in copy and paste tasks to complete the job promptly This is Medium Task for 1 day Max and will be Fixed Price of 800RS. We have to Refer the Raw File and Practice test for the Students and will it in the correct format in the Practice Bulk upload

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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 am looking for a freelancer who can help me create a software script for bulk messaging on my website. The purpose of the bulk messaging is to message users about available rooms with text that we can customize. I already have a specific message that I want to send out. I don't have a preferred platform or language for the script, so I am open to suggestions. Ideal skills and experience for the job: - Proficiency in Python or JavaScript - Experience in creating scripts for bulk messaging - Ability to customize the messaging content - Familiarity with website integration and messaging APIs Here's a video of the website and what's needed, please watch this and bid. It's a simple script but I don't have the time to make this so please bid

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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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    What I need is a new induction plan for employees no more than 10 slides. I would need to give an Intro, Context (why), Challenges facing us, Strategy, Action Plan, Current Wins. I have done a timeline in Cava, but I need to back it up with data and background. I need to show where I am adding value and what our solutions are and bulk this up. My value to this plan is a more timely engagement with the candidate, quicker onboarding, supporting the candidate and managers through the onboarding. The freelancer would need to be able to write and design this powerpoint.

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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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    I'm looking for a talented freelancer to help me with guest posting multiple projects. The primary goal of this project is to increase website traffic, keywords ranking and improve brand visibility. We're specifically focusing on creating high quality guest posts with a DA of 40+ or 51+. Note: Our max...go for more projects. Remember: Links should be live for long period at least 2 to 3 years, and should be dofollow link on given achor text. Kindly excuse those freelancer or companies whose bid is higher than our maximum budget (we will not accept there bids). Again: Our max budget for per link is 500 to 700 INR. If you provide guest posting links in 500 or below this budget so we will provide bulk work. If you meet these requirements, please reach out. I look forward ...

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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 4 days left
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    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'm in need of an experienced developer to create a web application that will be capable of sending bulk messages through both text and WhatsApp. The primary function of the application will be to send bulk messages, so I'm looking for someone with a strong background in this area. Bulk Messaging Capability: Develop a feature to send bulk messages to both SMS and WhatsApp using the Twilio API. Web Application: Create a user-friendly web-based application connected to the my Twilio account for sending messages. Two-Way Communication: Implement functionality for two-way conversations with recipients. Target Audience: All target numbers belong to the USA. Bulk Message Definition: I've like 5k number's which I want to target. Twilio ...

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    I need a skilled professional to help me creating email servers to send bulk emails and managing. - **Email Marketing**: I have been using the server for bulk mailing and email marketing. I need an expert who can optimize these operations, ensuring that the emails are being delivered effectively and not marked as spam. - **Troubleshooting and Support**: Although I did not select this as a specific task, I might need help with troubleshooting and support in the future. It would be great if the individual could provide this assistance as needed. The ideal candidate for this project is someone with extensive experience in managing email servers, particularly with SMTP, bulk mailing, and email marketing. A deep understanding of email deliverability and anti-spam measu...

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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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