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    2,000 extract data html perl công việc được tìm thấy, giá theo USD

    Introduction We are seeking proposals from experienced web scraping and data analysis firms to conduct a comprehensive data collection and analysis project. The purpose of this project is to gather detailed information on menu items, pricing, customer ratings, promotions, and deals from various food delivery mobile apps operating within our city. The goal is to mine this data for actionable insights to inform our advertising, promotional strategies, and competitive benchmarking. 2. Project Scope The selected vendor will be responsible for developing and implementing a solution to: • Subscribe to and navigate through multiple food delivery mobile apps. • Collect data on menu items including descriptions, pricing, customer ratings, and associated promot...

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    ...Automated Data Retrieval from Websites Using CRM and CID Numbers Description: We are looking for an experienced developer to automate the process of retrieving data from specific websites using CRM and CID numbers. The goal is to develop a script or tool that will: Look up Doctor's Specialization: Use CRM numbers to search on the website: CFM Doctors Search Extract doctor's information including their specialization. Look up Disease Descriptions: Use CID numbers to search on the website: MedicinaNet CID10 Search Extract the disease description. Deliverables: ( ) A script or tool that can take a list of CRM and CID numbers as input. Automate the search process on the specified websites. Extract the required

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    PHP Webapp - Supplier API Integration 4 ngày left
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    ...These suppliers will send us three specific types of data through their APIs - customer information, product information, and order information. Key Requirements: - Connect the webapp with Supplier A, Supplier B, and Supplier C APIs. - Extract and process customer information, product information, and order information sent by these suppliers. - Display this data on the webpages of the application. - Store this data efficiently in a database. Skills and Experience: - Proficient in PHP and API integration. - Strong understanding of database management. - Experience in handling customer, product, and order data. - Detail-oriented to ensure accurate data extraction and display. - Ability to create a seamless user experience through webpage dat...

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    I am seeking an expert who can help me automate the process of saving PDF attachments from Outlook emails. Key Requirements: - Extract PDFs based on dates within the PDF text: The PDFs should be saved based on a specific criterion - dates within the PDF text. Your role will be to parse these dates and save the files in a designated folder on my computer. Skills and Experience: - Proficiency in Outlook: A deep understanding of Outlook's email management functionalities is a must for this project. - PDF Parsing: Experience with parsing text within PDFs is essential. - Automation: The ability to create a script or use a tool that can automate the process of saving the PDFs according to the specified criteria. - Efficiency: The project needs to be completed urgently, so the idea...

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    Chrome Extension modify -- 2 4 ngày left
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    I'm looking for a developer to create a Chrome extension that will communicate with a server. The extension should be able to: - Extract the first value from the first document that is loaded - Select the second value from the second document that is loaded The communication between the Chrome extension and the server should be seamless and efficient. The server should be able to receive and process the values extracted by the extension. Iam using a multiple AWS windows instances upto 16. So in every instance I use chrome Browser for my Business to customers daily. So I run a Extension in chrome for Auto click drop-down &radio button That extension developed by other freelancer So Every instance& chrome extension has to connect to the server and if we change the...

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    Chrome Extension modify 4 ngày left
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    I'm looking for a developer to create a Chrome extension that will communicate with a server. The extension should be able to: - Extract the first value from the first document that is loaded - Select the second value from the second document that is loaded The communication between the Chrome extension and the server should be seamless and efficient. The server should be able to receive and process the values extracted by the extension. Iam using a multiple AWS windows instances upto 16. So in every instance I use chrome Browser for my Business to customers daily. So I run a Extension in chrome for Auto click drop-down &radio button That extension developed by other freelancer So Every instance& chrome extension has to connect to the server and if we change the...

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    Advanced App Automation with MacroDroid 4 ngày left
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    ...MacroDroid to help me automate actions within a specific app. Key Requirements: - Automating app actions: The task involves automating complex and advanced actions within an app. This includes extracting data from the app and setting up conditional actions based on the app's content. Please note that this is not a simple open/close app task, but rather more complex interactions within the app itself. Ideal Skills and Experience: - Prior experience with MacroDroid or other automation tools for Android. - Strong understanding of Android app behavior and the ability to extract relevant data. - Experience with setting up conditional actions and advanced automation scenarios. - Ability to problem-solve independently and accurately implement the specified actions...

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    I'm looking for someone to convert a PDF document into a Word document. The main purpose of this conversion is to extract text from the PDF content which has complex formatting, including elements such as tables and footnotes. Key Requirements: - Accurate Extraction: The primary goal here is to ensure that all text is accurately extracted from the PDF file and transferred to the Word document without any loss or distortion. - Formatting Preservation: While the layout may be complex, I'm looking for the freelancer to maintain the font styles and sizes as they appear in the original document. The ideal candidate for this job would have: - Proficiency in PDF and Word processing tools - Experience with maintaining formatting during content transfer - Attention to detail to ...

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    Pine Script Coder for TradingView 4 ngày left
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    I need a skilled Pine Script coder for TradingView to help with extracting code from a restricted invite-only script. This script is accessible to me but is otherwise restricted. Key Responsibilities: - Extract the code from the restricted script - Perform major modifications as needed (e.g., changing algorithm, adding/removing features) Ideal Skills and Experience: - Strong experience in Pine Script coding for TradingView - Proven track record of extracting and modifying code from restricted or invite-only scripts - Ability to make significant changes to a given algorithm, indicator or strategy

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    I need to Extract followers of group members of the link I will provide

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    API Data Scraping 3 ngày left

    I need a professional who can help me with scraping data API from a specific website or platform. I'm looking to extract specific data points or information and potentially set up a regular scraping process. Key Requirements: - Proficiency in Web Scraping: I need someone who has experience with web scraping tools and techniques. - Data Mining Skills: The ability to identify and extract the specific data points I require is crucial. - Automation Expertise: If you have experience setting up automated scraping processes, that would be a huge advantage.

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    I'm in need of a talented web designer to create a professional, sleek and modern landing page. The purpose of this page is to promote a product or service, while a...newsletters. Key requirements include: - The landing page should have a modern and sleek design, aligned with our brand's aesthetics. - It should be responsive and compatible across different devices and browsers. - The CTA for the newsletter sign-up should be prominent and strategically placed. - The overall look and feel of the page should be minimalistic but engaging. Skills and experience in HTML and CSS are essential, as you'll be expected to convert the design into a fully functional webpage. A good eye for UX/UI design is also a plus, as the page should not only look good but also be user-friend...

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    I am in need of an experienced developer who can help build a web application using HTML, CSS, and JavaScript. The web app should be designed with interactive features, specifically real-time data updates. Key Features: - The app should display the current time and date for different time zones in real time Skills and Experience Required: - Proficiency in HTML, CSS, and JavaScript - Experience in building web applications with real-time data updates - Knowledge of time zones and working with time and date in JavaScript Please let me know if you're the right person for this job.

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    I am in need of an experienced developer who can help build a web application using HTML, CSS, and JavaScript. The web app should be designed with interactive features, specifically real-time data updates. Key Features: - The app should display the current time and date for different time zones in real time Skills and Experience Required: - Proficiency in HTML, CSS, and JavaScript - Experience in building web applications with real-time data updates - Knowledge of time zones and working with time and date in JavaScript Please let me know if you're the right person for this job.

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    ...adapt an existing web crawler code to include specific features I require. This includes the ability to extract and filter data from multiple websites. - **Data Management:** I expect the total scale of the data to be relatively small, so the freelancer should have experience handling data sets of this size. - **Data Analysis:** After the information is extracted, I intend to use it primarily for data analysis. The freelancer should have a good understanding of how to structure data for this purpose. Ideal Skills & Experience: - Proven experience in customizing web crawlers and managing data. - Proficient in data analysis and structuring for insights. - Familiarity with handling small scale data sets. - St...

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    Description: I am looking for a skilled freelancer to design several web pages (UI) in HTML and CSS (or any other styling framework) for my React project. The work should be developed to be React compatible. The design must closely match a reference website that I will provide. Details: Number of screens: 6 to 7 Budget: Up to $90 (maximum) Deadline: Must be completed within 1 day Requirements: Experience with HTML, CSS, and React Ability to closely replicate the look and feel of the reference website Interested freelancers, please contact me.

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    WordPress to React Transaction Fetching 3 ngày left
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    I'm in need of an experienced developer to help with fetching and displaying user transaction details from WordPress to a React front-end in a headless WordPress project. Key tasks include: - Fetching user credit and debit details from WordPress: This data should be gathered and displayed in a user-friendly interface on our React front-end. As mentioned, we're looking to do this as soon as possible. The ideal candidate should have: - Strong experience in WordPress: knowledge of how to extract specific user data. - Proficient in React: able to work on a headless WordPress setup. - Good communication skills: as this project needs to be completed quickly. Please get in touch if you have the required experience and availability.

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    I want someone who can help me To extract leads

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    I am seeking a skilled data miner to initially extract at least 1,000 company names, telephone numbers, and emails of translation agencies in the United States. We will provide the names of the cities, and the data miner will be responsible for searching local translation agencies on Google that meet these requirements. The database is to be created on a Google Spreadsheet. Based on this information, please tell us how many entries you can complete per hour and your best rate per hour.

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    Task at hand is to extract vocals from a highly distorted audio file OF APPROXIMATELY 8 MINUTES. I DO HAVE OTHER FILES I WOULD LIKE DONE AS WELL, IF EXTRACTION IS SUCCESSFUL. As a client, my ultimate target is related to: - Enhancing intelligibility within the dialogue to bring utmost clarity. - Identifying specific words or phrases that may prove crucial. - The file is from a criminal setup with the audio of a father setting up his son; thus every word could change the narrative. The audio clip has been intentionally distorted over crucial conversation. Do whatever it takes to make the conversation extremely clear irrespective of the overall audio quality. Those offering skills and experience in forensic audio analysis, audio software engineering will ideally match the job req...

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    Delphi Code to Extract Add/Remove Programs 3 ngày left
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    I'm in need of a skilled Delphi developer who can quickly generate a program that can dive into the registry of a Windows machine and extract the names of all programs listed in the "Add/Remove Programs" section. Key Requirements: - The code should be written in Delphi. - It should effectively scan the registry. - Extracted program names should be displayed in a listbox. This is a simple task, but it's important that the code is efficient and free from bugs.

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    iOS App for Optical Character Recognition 3 ngày left
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    I want a mobile application for iOS that can effectively extract text from images captured by the camera and then accurately highlights specific words. Key Features: - **Text Extraction:** Accurate OCR technology that can interpret and transcribe text from images with precision. - **Word Highlighting:** The app should be able to highlight certain words based on user input. I prefer these highlights to be done via color changes. - **Image Handling:** The app should allow users to take photos from within the application itself or upload from gallery Ideal Skills: - Proficiency in iOS app development. - Experience with Optical Character Recognition (OCR) technology. - Knowledge of effective text highlighting within a mobile app. - Familiarity with designing a user-friendly inter...

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    For this task, I am searching for a freelancer skilled in audio editing to extract names from a 20-minute audio. The quality of the recording is good. What is needed: - Eliminate names using a beep sound. The outcome should not interrupt the flow of dialogue, maintaining as natural a progression as possible. - Post redaction, convert the audio file to MP3 format. Ideal Skills and Qualifications: - Experience with audio editing, specifically redaction. - Expertise in manipulating sound while minimising disruption to surrounding audio. - Proficient in converting audio files to different formats. Please ensure you have the correct software and expertise before bidding. This project requires precision and attention to detail for effective completion.

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    Modern HTML Template for Marketing 3 ngày left
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    Need HTML Email Template similar like I attached, Need Expert designer require

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    Wordpress Elementor Site Blog Update 3 ngày left
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    I need a skilled Wordpress professional to update and arrange my blog posts on my Elementor site. The updates include text editing, adding and replacing images, and adjusting the layout. Key Tasks: - Update 4 blog posts: The main task is to rewrite some of the content and add or replace images where necessary. This update should be done ...use and publish them on the site. - Elementor and Wordpress proficiency: You must have a good understanding of Elementor and Wordpress to carry out the necessary updates and arrangements. The project is of top priority and needs to be completed ASAP. I'm looking for someone who can work efficiently, collaborate with me well, and ensure the tasks are completed to a high standard. You need to extract images from pdf's You need to uplo...

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    As the project owner, I'm seeking a professional skilled in Pine Script with experience in retrieving code from private scripts on Trading view. The key objectives of this project include: - Extracting the Pine Script code from a specific invite-only script (the script name will be shared privately upon project commencement). Unfortunately, it's currently unknown which specific script to be used, but clarity will be provided as the project progresses. - Discern the implemented functions within the script. The functionalities mainly centered around recognizable trading indicators like Moving averages, Pivots, Fibonacci and MACD. - The code extraction should consider compatibility with variable timeframes. Whilst exact timeframes aren't specified yet, flexibility should be ...

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    ...structure while ensuring they are engaging and relevant to our target audience. - Create a booking appointment contact form: A custom contact form will need to be designed and implemented on the website. This form will be the primary method for customers to book appointments. A user-friendly, clear and secure form is essential for this task. Ideal Skills: - Proficient in HTML and Wordpress: You should have a solid background in HTML and Wordpress to ensure that the new content seamlessly integrates with the existing website structure. - Experience in creating contact forms: You should have experience in creating user-friendly contact forms, preferably for appointment booking purposes. Experience with form security and anti-spam measures is a plus. If you're confide...

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    I have 3 issues on my website that need to be resolved. The site is built on HTML5 and the problems pertain to jQuery. Tasks: - Diagnose and fix the jQuery issues - This includes addressing issues related to jQuery and Bootstrap - Ensure all animations are working as intended - Fix any event handlers that are not functioning correctly I'm seeking a skilled web developer with expertise in: - HTML5 - jQuery - Bootstrap - Proficiency in diagnosing and resolving common issues encountered with jQuery - Experience with AJAX requests and event handling in web development. If you're confident in your ability to troubleshoot and debug HTML5 and jQuery issues, I'd love to discuss further.

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    I need a solution that can automatically insert page numbers onto every A4 page in my document at the bottom. Key Requirements: - The system should work with A4 format. - It should be able to insert these page numbers automatically and consistently on every page. - The page numbers should be placed at the bottom of each page. Ideal Freelancer: - Experience working with PDF manipulation and automation. - Proficient in software that can perform automatic page numbering. - Attention to detail in maintaining consistency in design and positioning of the page numbers.

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    I am looking for a freelancer to assist with cleaning and analyzing a small dataset in Microsoft Excel. Key Responsibilities: - Data Cleaning: The dataset includes multiple columns and rows that need to be checked for inconsistencies, errors, and duplicates. - Data Analysis: After cleaning, I need the freelancer to perform basic data analysis to extract meaningful insights from the dataset. Ideal Skills: - Proficiency in Microsoft Excel and experience with data cleaning and analysis. - Attention to detail to ensure the dataset is thoroughly cleaned. - Basic data analysis skills to interpret the dataset and present the findings in a clear manner. Please note that the project does not require any specific tools or methods for analysis, but any e...

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    I'm in need of a professional who can consistently extract data from a specific website on a daily basis. Key Requirements: - Data Extraction: Extracting various forms of data from a website. - Ongoing basis: This is not a one-time job. I'm looking for long-term cooperation, with the extraction ideally happening on a daily schedule. Ideal Skills and Experience: - Web Scraping: Proficiency in web scraping tools and techniques is a must. - Automation: Experience with automating the extraction process to make it efficient. - Consistency: Ability to maintain a daily extraction schedule accurately is crucial. Please include in your bid how you plan to approach this sort of ongoing data extraction.

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    Crime Scene Photo Investigation Enhancement 2 ngày left
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    ...under or over exposed on purpose. My key requirement hinges on using comprehensive digital image processing techniques to extract hidden information from these photos. The ideal freelancer for this task would have a strong background in this field, with proven expertise and enhanced skills. Expectations from the investigation include: • High level of detail: I need precise features clearly identified, even clear text if possible. The ultimate goal is to achieve the best possible clarity on the obscured parts of these crucial images. Therefore, this job best suits individuals who are proficient in digital forensics, image enhancement algorithms, and any related visual data extraction techniques....

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    I'm in need of a skilled programmer to create an automation code page for me. This code page will be focused on text processing, so a strong understanding of working with textual data is essential. Key Requirements: - Proficient in JavaScript: The automation code should be written in JavaScript to ensure compatibility with other platforms. - Automation Experience: The primary function of this code will be automating tasks. A proven track record in building automated processes is highly desirable. - Text Processing: The code must be able to accurately and efficiently process textual data. Experience in this field will be a huge advantage. If you have experience in JavaScript, a background in automation, and a strong familiarity with text processing, I'd be delight...

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    I need a professional who can extract data from a website on a daily basis. Key Responsibilities: - Extracting data from a specified website - Ensuring the data is accurate and up to date - Delivering the data in a specified format Skills and Experience: - Proficient in web scraping and data extraction - Experience in automating data extraction processes - Ability to maintain data accuracy and consistency - Knowledge of relevant data formats for delivery - Strong attention to detail and reliability This is an ongoing project, and I need someone who can commit to daily extractions. Be sure to include relevant experience in your bid.

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    ...is proficient in Python, specially trained in Chatgpt, to build a web-based AI application for my business. I need the application to be specialized in natural language processing and sentiment analysis, and subsequently serve as a recommender system to provide information and answer queries. Key Features: - Natural Language Processing: The system should be capable of comprehending textual data, extract relevant details and produce appropriate outcomes. - Sentiment Analysis: Enable the detection and understanding of sentiments within the processed text. - Recommender System: The goal is to provide customized information based on the user's interests or preferences. - Information Provider: The AI should function as chatbot, furnishing necessary details upon a user...

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    City-Scale Crime Analysis Map Đã kết thúc left

    I'm seeking a skilled analyst to develop a geographic profile map that displays crime rates within the city. The goal of this representation is to visualize and understand patterns in city-level criminal activities. Ideal Skills and Experie...within the city. The goal of this representation is to visualize and understand patterns in city-level criminal activities. Ideal Skills and Experience: - Proficient in Geographic Information Systems (GIS) or similar software for cartographic design - Background in criminology or relevant areas is beneficial - Familiarity with data extraction from various online sources Project Responsibilities: - Extract data from internet sources - Analyze and present the data in a geo-visual format - Maintain accuracy in repr...

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    URL Script List Generator Software 2 ngày left
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    I am seeking a professional to develop a software that can efficiently extract and present the scripts used on a list of URLs provided. The software should be able to handle up to 1000 URLs at a time and run specifically on Windows. Key requirements include: - Extracting scripts: The software should be able to seamlessly access the provided URLs and list the scripts used on each page. - Bulk processing: The software should be capable of handling a significant amount of URLs, up to 1000 at once. - Windows compatibility: It is essential that the software is designed to run on Windows OS. Website Accessibility: - Restricted access: Websites that require restricted access or login should be identified and reported separately. The software should skip such pages and indicate them as in...

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    I am seeking an expert capable of efficiently and accurately pulling LinkedIn data from a list of companies and cataloging employees who previously worked at a specified set of organizations. The ideal freelancer for this project should have: - Experience in web scraping, particularly with LinkedIn data - Ability to extract data at scale - Proficiency in organizing and structuring data for clear analysis - Strong attention to detail to ensure data accuracy The project involves: - Using the provided list of target companies to source employees' data - Identifying individuals who have previously worked at the provided specific companies - Compiling the data in a spreadsheet format for delivery The successful applicant should not...

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    ...replicate the front end of , focusing on an interactive HTML and CSS website preview, with some added features, then I believe you can fulfil my requirements. Key Features to be added in my website: - Interactive HTML and CSS website preview(like section preview in ) - Code received from an API - Selectable HTML elements, with selection passable to an API - Editable HTML text and optional images - Chat-like text box popup on selecting HTML elements Level of Interactivity: - Basic interactivity is needed for the HTML/CSS website preview. This includes hover effects and clickable elements. Ideal Skills and Experience: - Proficiency in Flutter, with prior experience in front end development - Strong understanding of HTML, CSS, and API int...

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    I've been having an issue with the tabs on my website. They're not opening when clicked. Site: Some more details: - There are no error ...issue with the tabs on my website. They're not opening when clicked. Site: Some more details: - There are no error messages displayed when attempting to open the tabs. - I've tested the tabs on Chrome, Firefox, and Safari. I'm looking for a skilled developer who could troubleshoot the issue and make the tabs functional again. The ideal candidate should possess: - Proficiency in HTML and JavaScript. - Experience in debugging and troubleshooting similar issues. - Familiarity with cross-browser compatibility testing. This is a relatively small project and shouldn't take much time for someone with the right expe...

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    I'm in the religious industry, looking to extract a dove and keys symbol in an IPS format for my marketing and signage. I'm not sure if these elements are available in the original files, so you might need to advise on whether they should be recreated from scratch. Ideal Skills and Experience: - Graphic design expertise, especially in using IPS format - Knowledge of religious symbols and their connotations - Experience in marketing material and signage design - Good communication skills to advise on the appropriate approach.

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    I am looking for a skilled freelancer to help me compile personalized information from a list of 400 LinkedIn prospects. The list includes their LinkedIn profile URL, email, phone, name, current employer, current title, industry, location, and company size. Project Requirements: 1) Review each LinkedIn profile. 2) Extract three pieces of personal information about the prospect that a friend might know. This could include: - Interests or hobbies - Recent achievements or career milestones - Personal anecdotes or notable mentions in bio or recommendation Deliverables: - A completed spreadsheet with the extracted information for all 400 prospects. - The information should be concise, relevant, and suitable for use in a personalized outreach message. *Opportunity for ongoing work. ...

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    ...specific table from a website for me (Website: ). The table contains WNBA player statistics, The goal is to extract all columns of this table, which is approximately 7 columns and write it to a CSV file (in the same column format). I'm a beginner level coder, and noticed that the table was created with that looks like a Shiny App in R. (I'm not even sure if extracting the table is possible). If it was only possible to use R, then I could potentially work with that. Website: I would like the data to go from the year 2020 to current. Regular Season data. Key Requirements: - Scraping Tables on websites If you're confident in your web scraping abilities, have good experience with Python, and can ensure

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    VRBO Scraper Development 2 ngày left
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    I need a VRBO scraper to extract property details, pricing, and availability. - The scraper should be built with Python and the output should be in CSV format. - The data points I need include property title, description, amenities, pricing, and availability. - The scraper should be able to handle multiple URLs at once. - The code should be well-structured and commented for easy maintenance. Ideal skills: - Proficiency in Python - Experience in web scraping - Understanding of VRBO website structure - Ability to handle and store data in CSV format

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    I need a web scraping professional to create a script to extract specific data from , a popular online marketplace for trading cards, please check attachement to get the idea. Key Requirements: - Scrapping: The primary task is to scrape the following information from the platform: - Card properties 1. Hero score for last 7 days 2. Hero rank for last 7 days 3. Stars 4. Rarity 5. Name 6. Quantity listed to purchase 7. Inflation data 8. Minted count - Buy prices List Price Last Price Order book (price and quantity see picture attached) - Bidding details bids book (bid and quantity see picture attached) - Twitter activity per card View Views+ Likes Likes+ Retweets Retweets+ Replies Replies+ Quotes Quotes+ Bookmarks Bookmarks+

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    I have an issue with echo simple text in php. In DB the html is <p>text text text<p/> but when I echo the text , I get a span style with color in it. I just don't get it.

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    I'm seeking a Python developer experienced with web scraping. This job involves setting up a Python script that can scrape a popular review site. Key details to extract: - Review text - Star rating - Date of review - Reviewer name - Star-ratings for sub-categories - Review ID - Reviewed person - Reviewed product name The site does not use captchas, so it should be reasonably straightforward. All reviews for a given provider should be scraped. It would be good to have an option to start with the newest and stop at a certain date. The specific review site can be seen in the sample URL in the attached PDF. I can send further details in a private message including screenshots. Preferred frameworks would be Beautifoulsoup 4 / Scrapy if sufficient and Selenium otherwise. Please...

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    Multi-Site Text Scraping & Update 2 ngày left
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    I require a one-time data scraping project completed on multiple websites. - TASK: The task involves scraping text content from: Google searches: Commercial Real estate agency Saudi Arabia Commercial Real estate agency UAE Commercial Real estate agency Qatar Commercial Real estate agency Kuwait Commercial Real estate agency Bahrain I have made a start to the spreadsheet with a template for each of the regions which can be continued to be filled in. In the Google searches, just take the first 3 pages with the main agent listings and see what agent names/ email addresses you can find. - DATA REQUIRED: The primary data needed is text content. - TIMELINE: This is a one-time task, with no ongoing scraping requirements. Skills/Experience: - Proficiency

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    I need an expert in Optical Character Recognition (OCR) technology to convert text from high-resolution, clear photographs to editable text. Key Project Details: - **Purpose**: The primary objective of this task is to extract data from various documents. - **Image Type**: The text extraction will specifically be from photographs of text. - **Image Quality**: All photographs are high resolution and clear. Ideal Skills and Experience: - Proficient in Optical Character Recognition (OCR) technology - Prior experience in extracting data from images - Excellent attention to detail to ensure accurate transcription - Ability to work efficiently with high-resolution images

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