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    2,000 scraping csv jobs found, pricing in USD

    I'm on the hunt for a skillful coder proficient in web scraping, specifically for Website A. The goal of this project is for obtaining valuable and significant data for analysis, competitive intelligence, and price comparison. While there's no explicit mention of the type of data to be scraped, I anticipate that a capable offering will cater to a variety of needs such as: - Text content - Image content - Metadata Ideal Experience and Skills: - Proven experience with web scraping - High proficiency in handling large data sets - Comfort in navigating Website A - Ability to collect comprehensive data categories Looking forward to a potential collaboration to achieve this goal!

    $11 / hr (Avg Bid)
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    I am looking for a skillful freelancer who can assist me in converting an Excel spreadsheet into a daily calendar schedule like this: Key Requirements: - You must have a firm understanding of Excel and calendar scheduling. - You must be capable of adjusting the Excel data to fit into a daily calendar layout. All data will be up...skillful freelancer who can assist me in converting an Excel spreadsheet into a daily calendar schedule like this: Key Requirements: - You must have a firm understanding of Excel and calendar scheduling. - You must be capable of adjusting the Excel data to fit into a daily calendar layout. All data will be uploaded by an excel spreadsheet or .csv file

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    ...create a flow that will automate the discount application process on my Shopify store from a Google Sheets CSV. Key Requirements: - The ZAP should identify new email addresses added to the CSV, and then add a customer tag "REGATHLETE" to them in Shopify. When the tag is added, they will be eligible to use that discount, as we have already created a customer segment for customers with the tag. - The ZAP must be able to add the tag both to new and existing customers in our Shopify database. Required Skills: - Proficiency in working with Zapier - Experience in creating Zaps with google sheets and matching CSV/data fields - Experience in automating processes and dealing with CSV files. The timeline is asap, and the budget for this is &poun...

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    ...sellers, images, • The crawler should be capable of providing this information for a variable timescale, ranging from 1 to 30 days in the past. • The results should be sortable. Php or python preferably The task would best suit a freelancer with previous experience designing similar crawlers and a deep understanding of web scraping, data mining, eBay and AliExpress's data structures. Proficiency in Python, Java, or another similar language commonly used for web scraping is crucial. Previous work or experience with eBay and AliExpress APIs would be a significant advantage. This crucial tool will help us analyze market trends and make more informed decisions, providing us with a competitive edge in the ever-changing online marketplace. Hone your underst...

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    ...trigger to check if a new email is in another outlook 365 folder, if there is, save the attached excel file as a csv and rename the csv file the date of the email in YYYYMMDD format and save to a folder in onedrive for business. On successful completion send an email confirming success. >If there is no new email in the other outlook 365 folder, email our info@ email address notifying that it is not present. Repeat the checking process 2 days later until successful Flow 2: If a new email is received use this as a trigger to check if a new email is in another outlook 365 folder, if there is, unzip the attachment using a password, save the attached excel file as a csv and rename the csv files the date of the email in YYYYMMDD format and save to a folder in ...

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    Scraping Expert Zillow -- 2 3 days left
    VERIFIED

    I want someone to scrape me all listings on this website: Please find attaced for data format. Thanks, Abhiram

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    I require a skilled Excel VBA developer to create a dynamic system in Excel. The process should work as follows: - The system will generate a new CSV file when I hit a specific button. - The new CSV file should contain 'item data'. The item data will include: - Item name - Item description - Item price The CSV file should be structured in a simple, easy-to-read format, with each item's data on a separate row. I need this system to be easily maintainable in the future, so please ensure that the code is well-commented and organised. Ideal Skills and Experience: - Proficient in Excel VBA - Experience in dynamically creating CSV files - Attention to detail for correct data formatting - Ability to create user-friendly interfaces for Excel.

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    I'm on the hunt for a skillful coder proficient in web scraping, specifically for Website A. The goal of this project is for obtaining valuable and significant data for analysis, competitive intelligence, and price comparison. While there's no explicit mention of the type of data to be scraped, I anticipate that a capable offering will cater to a variety of needs such as: - Text content - Image content - Metadata Ideal Experience and Skills: - Proven experience with web scraping - High proficiency in handling large data sets - Comfort in navigating Website A - Ability to collect comprehensive data categories Looking forward to a potential collaboration to achieve this goal!

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    Build my Shopify store 3 days left
    VERIFIED

    ...is this one: -- Speciality local items, souvenirs, food products and gifts from a well-known US state. Im interested in hiring someone who can provide the same or better level of quality, appearance, and professionalism as this site. 2) I have an existing WooCommerce site for a related business and want to transfer about 120 items over, which I have already done via CSV file, but it all needs to be fixed up and organized. I have photos, product descriptions, etc. I just need them to be transferred. 3) I would like the relevant integrations to be made, such as ShipStation, Omnisend, Google Ads, and a number of other apps and integrations to get the site fully functional and integrated with my overall business process. 4) I don't have an exact site plan yet

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    I need an online store data extraction specialist to pull key information (product name, price, and barcode number) from a particular online store. - The extracted data should be delivered in an Excel spreadsheet. - This is a one-time task; there is no need for continuous extraction. It's essential that you're proficient in web scraping techniques, able to navigate through the store's pages, and extract the right data accurately. Experience with online store data extraction is preferable. Please indicate any relevant past projects in your bid. Looking forward to working with a pro who can deliver quality results efficiently.

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    I have to collect 200 cloth store and 200 footware store from each 52 usa state including company name website phone number address city state zip code hours category profile picture description 6 gallery photo. They are will be total 104 csv file. Eac file should contain 200 data.

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    I'm on the hunt for a skillful coder proficient in web scraping, specifically for Website A. The goal of this project is for obtaining valuable and significant data for analysis, competitive intelligence, and price comparison. While there's no explicit mention of the type of data to be scraped, I anticipate that a capable offering will cater to a variety of needs such as: - Text content - Image content - Metadata Ideal Experience and Skills: - Proven experience with web scraping - High proficiency in handling large data sets - Comfort in navigating Website A - Ability to collect comprehensive data categories Looking forward to a potential collaboration to achieve this goal!

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    I am in need of a seasoned web scraping expert to help me with a project involving Scraping a real estate website. The main focus is to extract a variety of data, including data points, numbers, and graphs. I need also advice on where is the best to store my data, to present it later on my wordpress website, I need someone who understands back-end architecture.

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    I'm looking for a professional who can help ...a website that I will share with you. This data should be filtered according to specific product details. Key Requirements: - Retrieving product information including SKU, Category, Sub-Category, Color, Gender, Age, Material, Sleeve Length - Implementing a filtering mechanism to sort and organize the scraped data - Attention to details for accurate data scraping The ideal freelancer for this job should have: - Experience in web scraping and data mining - Strong understanding of data sorting and filtering - Proficiency in managing and storing large sets of data - Excellent communication skills to understand and address any queries regarding the project Looking forward to working together to create a streamlined and structu...

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    Scraping Expert Zillow 3 days left
    VERIFIED

    I want someone to scrape me all listings on this website: Please find attaced for data format. Thanks, Abhiram

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    Solana Bot Developer 3 days left
    VERIFIED

    1. First code that reads token adresses from .txt or .csv file and reads if the token is found first time or it second if the first time then buys x amount of SOL or USDC (depends which one is better for you) then if the token adress was already found before then skip, search for other new token addreses in that .txt or .csv Then check current bought tokens price and if the price increased 100% sell out 50% of wallet total token holdings if the price increased 300% sell out 100% ot token, if the price from entry price went down to -90% take out 100% 2. Add function to that primary code before buying check if liquidity pool is locked and mintable then only enter if not skip and wait for new token adress Swap exchange does not matter I prefer Jupiter depends on the price and co...

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    ...other Ads - Perform data scraping - Execute web development tasks - Address customer inquiries - Build and manage processes - Utilize Photoshop for graphic design - Proficient in written English The ideal candidate for this project is a versatile individual with experience in sales, marketing, and web development. They should be able to handle a range of responsibilities and have a strong understanding of digital marketing channels and strategies. A creative flair for graphic design and the ability to develop software would be an added advantage. Full responsibilities: • Manage Wordpress site and products • Drive traffic to site (there is a strong requirement for sales) • Job Application Filling in • Marketing • Google Ads • Meta Ads • Other...

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    ... Divi 3. Wordpress plugins (can you or have you ever built one?) 2. SEO experience 3. Javascript 4. Node.js 5. Angular 16 6. API development 7. HTML / CSS 8. PHP 9. Python 10. ERP systems 11. Tailwind 12. TaigaUI 13. Chrome Extensions (please rate yourself and provide any examples you might have) 14. Google Add-on 15. Keyword research tool 16. Web scripts 17. AI / ChatGPT experience 18. Web scraping 19. Logo design Next, please answer these "get to know you" questions: Why are you interested in this job/project? What's your favorite stack? How many & what other projects are you currently working on? Do you work with a team, agency, or as an individual? Why should I choose you? How can you make it better or different than keywords research tools already...

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    You will build a python flask script with a single INPUT form to submit then scrape record data including ( 2 URL ) image thumbnail and record information from a website that requires username and password authentication. Skills and experience needed: - Experience in web scraping - Proficiency in programming languages such as Python - Knowledge of authentication protocols - Familiarity with tools and selenium libraries for web scraping - Attention to detail to ensure accurate data extraction - Ability to handle and manage large amounts of data efficiently Project deliverables: - A script or program that can scrape the desired text information from the website - - i will need 2 URL's and 1 thumbnail scraped. GUI will ask to enter number of the record to be ...

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    ...website that's centered around data scraping. The advanced functionality will allow users to enter any amount of website URLs and have the system effortlessly retrieve extensive information from each site. This particularly includes text content, images, links, along with contact information. Importantly, the website should integrate OCR technology. Key capabilities and features are: - Backend - Simple frontend for testing only - Website Information Retrieval: Capability for data extraction of text content, images, links, and contact information from the targeted pages. - OCR Support: Inclusion of Optical Character Recognition tools for enhanced data extraction. Expertise required for this job: - Proven experience in developing extensive data scraping platforms. ...

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    I require a skilled Excel VBA developer to create a dynamic system in Excel. The process should work as follows: - The system will generate a new CSV file when I hit a specific button. - The new CSV file should contain 'item data'. The item data will include: - Item name - Item description - Item price The CSV file should be structured in a simple, easy-to-read format, with each item's data on a separate row. I need this system to be easily maintainable in the future, so please ensure that the code is well-commented and organised. Ideal Skills and Experience: - Proficient in Excel VBA - Experience in dynamically creating CSV files - Attention to detail for correct data formatting - Ability to create user-friendly interfaces for Excel.

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    I'm in need of an experienced data scraper to extract product information from multiple websites. The scope of this project is not set and will be contingent on your prove...scraper to extract product information from multiple websites. The scope of this project is not set and will be contingent on your proven capabilities. As such, your application should ideally include: -Prior experience in data scraping -Examples of past work, specifically in the area of data scraping Here are some key project details: -Data Required: Only product information -Websites: Unspecified. Be ready to scrape data from multiple sources -Experience: Proven track of successful data scraping projects Please apply if you're confident in your abilities of scraping accurate,...

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    Looking for a savvy surveyor who can get to the crux of the ready mix concrete market in Varanasi, India immediately. I need an in-depth study on: - Current market size & its growth trends - Rival firms & their market share Key requirements include: - Compile a detailed report, covering your analysis & proposing actionable strategies. - Provide raw data in Excel or CSV format in addition to the report. Prior experience in market surveying and a knowledge of the construction industry are big pluses. Your ability to work fast while maintaining accuracy is paramount. Let's revolutionize the Varanasi concrete market, one data point at a time!

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    I require a good freelancer for a simple data scraping exercise. I require the freelancer to scrape product information from my wishlist on a ecommerce site. The data I require to be place in columns within a spreadsheet is as follows:- Product name Number sold Product price Shipping cost Delivery Time Item specifics Item description Seller name Product Category: jewellery, toys (eBay category) Image Location Link URL's (can be obtained by right clicking on the image's and selecting copy image location) Product Link I require all my products in my wishlist approximately 200 products and all associated product variations placed in a spreadsheet. All product variations should be on seperate lines. More work to follow if the quality of your work is good. Thanks,

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    Online Directory Data Entry 3 days left
    VERIFIED

    I need help with simple copying and pasting tasks from online directories. The data needs to be organized by category. The primary task includes: - Copying data from various online directories - Pasting the data into an Excel/CSV file - Organizing the data by categories Ideal skills: - Excellent attention to detail - Proficiency in data entry and Excel/CSV - Understanding of data categorization The task is straightforward and doesn't require any complex skills. I am looking for someone who can deliver accurate results in a timely fashion.

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    I need an expert in web scraping, either in Python or by utilizing Google Chrome extension, to extract text data from a particular website. Should be delivered within 3 hours. The scraping is a one-time task, not requiring routine updates, and the extracted data needs to be saved in an Excel file (or CSV). This will be hidden behind a login wall - so I suggest that the Python script will go to the website and then wait one minute, where I will manually log in. Ideal Skills and Experiences: - Proficiency in Python for web scraping - Experience with scraping text specifically - Ability to deliver the required output in a CSV format

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    I require the expertise of a skilled data scraper who can quickly retrieve text data from a specified website. The site in question...text data from a specified website. The site in question is I need the following specific information delivered in Microsoft Excel Format: - Country Name - Grand Lodge Name - Website address - Email address - Phone - Address - Grand Master name (if available) The ideal freelancer for this project would have significant experience in data scraping, particularly text data, and an understanding of the website's structure to retrieve the desired information effectively. Speed and efficiency are of the essence. Your ability to deliver this project promptly without compromising accuracy will win you this bid.

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    I am in need of a Python script that can extract Amazon's official keywords and search terms, and update this information on a daily basis. This data includes keyword search volume, ke...search terms - Ensuring the script is capable of updating this data on a daily basis - Retrieving keyword search volume, keyword competition, and top ranking keywords - Aiming for improved product visibility, enhanced product listings, and optimized PPC campaigns The ideal freelancer for this project should have: - Proficiency in Python - Familiarity with web scraping and data extraction - Experience with Amazon's API or web scraping tools - Understanding of keyword research and e-commerce optimization Please only bid if you can provide a high-quality and efficient Python script ...

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    I'm in need of a proficient developer who can build me a data grabber. Ideally, you should have experience in creating software that retrieves specific text data from various websites. The tool should be capable of grabbing data from one page per site, no need for multiple page crawling. Your experience in web scraping and data mining would be advantageous, as well as having: - Profound knowledge in programming languages suitable for web scraping (Python, Java, etc.) - Familiarity with websites structure and HTML - Experience with data extraction tools and software - Proven background in creating custom data grabbers Your role will not only involve the creation of the tool but also ensuring it functions well without crashing or skipping important data. If you can del...

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    As the client, I'm seeking a professional with skills and experience in Microsoft's .NET framework who can include a CSV export feature in a software report. Ideally, the freelancer should understand how to structure data in a clear and organized manner. - Specifically, you will: - Add an option that allows the software report to be exported to CSV. - Ensure the data export is neatly structured and organized by entries. This role requires excellent knowledge of .NET, C#, and strong data organization skills. A background in creating business reports will also be beneficial. Enthusiasm for accuracy and attention to detail is a must-have.

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    Conduct market research on AI applications in a chosen niche. Select any niche and pose relevant research questions. Use skills like data scraping, APIs, and data cleansing to gather information. Generate a comprehensive report including three graphs.

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    I intend to streamline the process of document submission and verification in relation to EDPMS entry and BRC, with a focus on customs or trade-related documents. The ideal candidate will ensure proper documentation is submitted and will run stringent checks for validati...trade-related documents. The ideal candidate will ensure proper documentation is submitted and will run stringent checks for validation purpose. Key Responsibilities: - Submission and verification of customs or trade-related documents - Verification and correction of any errors found in the documents Experience & Skills: - Experience in the customs or trade sector is essential - Proficient in Excel/CSV - Strong attention to detail and high accuracy in document handling - Previous exposure to EDPMS and BRC is...

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    I need someone to scrape data from a webpage. This is a simple data scraping project that requires extracting specific information from a webpage. The details of the specific data are not provided in this form, but I can provide them directly to interested freelancers. Ideal skills and experience: - Proficient in web scraping techniques - Experience with data extraction from websites - Attention to detail to ensure accuracy of scraped data - Ability to follow direction and deliver according to requirements Please note: I didn't specify the data that needs to be scraped in this form, but will provide it to the freelancer directly.

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    OCR-Based Invoice Automation 2 days left
    VERIFIED

    We have our own ERP fo...both scanned image and digital (text-based) formats. - The extracted data from these invoices must be: - Directly integrated into Sales and Purchase Invoice Module for further processing - Exported to Excel/CSV files - Directly integrated into accounting software Ideal Skills and Experience: - Proficiency in OCR technology - Strong background in invoice processing and automation - Experience with integrating software systems, particularly accounting and invoicing modules - Ability to work with both scanned image and digital PDFs - Proficient in data export to Excel/CSV files If you have a track record of successfully implementing OCR-based automation solutions and you're confident in your ability to handle these tasks, I would ...

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    ...looking to automate a series of web scraping tasks using Puppeteer, and wish to build an API to manage and trigger these tasks. I plan to use AWS Lambda to execute these scripts and API Gateway to provide access to the functions. Key requirements for the project include: - Setting up AWS Lambda to run Puppeteer scripts for web scraping. - Configuring those scripts to automate data gathering and downloading. - Creating an API on API Gateway to manage the tasks, trigger the scripts, and return results. -it should bifurcates any social media links on the website - it should return a json with website text, links, social media texts. The ideal candidate would be a developer with: - Experience in AWS Lambda and API Gateway. - Prior work with Puppeteer for web scraping....

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    I'm on the hunt for a skillful coder proficient in web scraping, specifically for Website A. The goal of this project is for obtaining valuable and significant data for analysis, competitive intelligence, and price comparison. While there's no explicit mention of the type of data to be scraped, I anticipate that a capable offering will cater to a variety of needs such as: - Text content - Image content - Metadata Ideal Experience and Skills: - Proven experience with web scraping - High proficiency in handling large data sets - Comfort in navigating Website A - Ability to collect comprehensive data categories Looking forward to a potential collaboration to achieve this goal!

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    ...Level: Expert only experienced people I seek an experienced developer to build a server-based application for automatically securing delivery blocks offered through the Amazn Flex platform. The goal is to programmatically monitor for and secure time slots before other users are able to manually. Drawing from examples like Compinche, Flexbee, and Thunderflex, the solution should incorporate web scraping and notification capabilities to effectively grab blocks in a timely manner. Professional proficiency working with similar programs that automate processes through APIs or web monitoring is required. Strong Python or similar scripting skills are necessary to develop the network-level monitoring and response automation required to outpace manual reservation. Solid website develo...

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    I'm looking for a skilled developer to create a Firefox extension (add-on) that will use both simple scraping and Chat GPT API in order to send customized prompts (based on the scraped elements) and receive responses. The workflow will be very simple: 1. The user will come to a website and start the extension, which will extract 5 different text elements (these will be pre-selected). 2. After that, the extension will automatically modify the prompt (input the extracted data to the template prompt) and then send it to Chat GPT API. 3. It will display the response from Chat GPT API.

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    Hi, I want somebody to build an alerting solution that will send me an email instantly each time a crypto project creates contracts on more than one of the following chains. With the same contract address. BnB ETH Sol Arb Avax Base Optimism I also want the data to output to a spreadsheet also in real time. In addition I want alerts and emails sent when; 1. liquidity is added to one of the contract addresses that meets the above criteria 2. Liquidity is removed from one of the contract addresses that meets the above criteria. I would like the routine to run regularly.

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    In view of capturing a comprehensive B2B database, I am seeking an experienced web scraper who can compile a list of Building Mate...Louisiana, and Mississippi. Task Essentials: - Collate business data including the Business Name, Business Address, Phone Number, and Email. - Scraping must be performed on specific websites that I will provide. Ideal Skills & Experience: - Expertise in web scraping - Exposure to B2B data collection - Familiarity with the Building Material Supply/Lumber Sales industry - Knowledge of ethical web scraping practices. Your sound abilities coupled with your effective communication skills will be the beacon for this project's success. I look forward to interacting with insightful professionals that are keen to display their skills...

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    In this project, I am seeking an expert in data mining who is proficient in using Python libraries such as BeautifulSoup. Your task is to scrape names and contact details from numerous business directories. Ideally, you will have: - Experience using Python for web scraping, especially with BeautifulSoup. - An understanding of different business directory structures and the ability to adapt your scraping methods as necessary. - Exceptional attention to detail to ensure all data scraped is accurate and relevant. - Respect for the privacy and ethical standards associated with data extraction. Your role will involve: - Identifying key data on business directories: primarily names and contact details. - Creating efficient, reusable, and reliable Python code to scrape this inf...

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    I immediately need an experienced freelancer to scrape specific numerical data from a website for me and in Json or XML files and should be updated each 500 ms. The project needs to be completed as soon as possible. Key requirements for the job participation are: - Proven experience in JavaScript - A strong understanding and prior experience with data scraping, specifically numeric data. - Availability to start the project right away and ensure its swift completion. These skills will be paramount to successfully get the wanted information quickly and effectively.

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    ...looking for a proficient developer with expertise in React.js and Node.js to design and implement an innovative web application with a dual focus. The primary functionality should be searching and aggregating information, united with web scraping and text extraction features. The application should: - Incorporate a connection to search APIs: Google, Bing and others. - Generate search parameters primarily based on keywords, plus an additional layer incorporating combination match words such as 'fraud', "charge" etc. - Develop an intelligent AI web scraping feature to extract text and info based on search results. - Consider additional features such as search parameters that can be controlled via data sources, sorting options and language filters. Ideal...

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    My .csv file needs some serious help. Here’s the deal: - Columns aren't properly aligned - I’m finding incorrect entries in certain columns - There's frustratingly missing data in some cells This mess stands between me and importing the data successfully into my database. If you can efficienty wield the tools of data cleaning and if you excel at attention to detail, this could be the job for you. Skills and Experience: - Proficient in csv files management - Highly skilled in data editing, cleansing and validation Please note, I haven’t determined which software I'll use to import the .csv file. Your input on this area will be valuable! I'm open to MySQL, Oracle or MS SQL Server. Let's make things right!

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    I'm in need of a detailed, compiled list containing 1000 contact numbers of individuals from the UK who are receiving any form of income benefits. The objective of this collection is for completion of a research study. Accurate data is key to the success of ...contact – be it Jobseeker's Allowance, Income Support, or Universal Credit – all are relevant and needed. Ideally, the freelancer for this job should have: - Proven experience in data acquisition/research - Familiarity with the UK benefits system and boiler replacement programs - An ability to succinctly compile comprehensive and accurate data The data should be provided in a Google sheet or CSV format with additional columns in the spreadsheet for names, addresses, and, if available, dates of boi...

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    I need a software that can provide me with daily updates of opening and clossing odds from a similar site. Ideal Skills & Experience: - Proficient in web scraping - Expertise in data extraction and manipulation - Prior experience with similar odds comparison websites - Strong software development skills - Ability to deliver a detailed project proposal The software should be capable of extracting and presenting the opening and clossing odds from these three specified betting companies in a format that I can load onto my website. Please include a detailed proposal in your application, outlining how you plan to achieve this.

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    I. Project Description I'm looking for a freelancer to create an automated newsletter system that works with PDF files. This system will: 1. Data Scraping: Extract data from the given PDFs, including information in tables and XBRL format. 2. Keyword Analysis: Analyse the extracted data based on keywords I provide and remove PDFs that don’t meet the criteria. 3. AI Summarisation: Use AI to get summaries of relevant sections identified through keyword analysis after connecting it to an API. 4. Newsletter Generation: Put together a newsletter that includes: Summaries of the data points with references to the original PDF files along with the original table and URL links of the PDF scraped II. Requirements • Experience with PDF processing libraries like PyPDF2 or Apa...

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    I am seeking a developer to create a bespoke trading software specifically designed for Windows. The main functionality of this software will be to conduct small calculations on end-of-day (EOD) CSV files of stock data and produce a CSV output. IDEAL SKILLS & EXPERIENCE: - Strong proficiency in Windows software development - Extensive experience in creating trading software - Significant knowledge in stock market operations, specifically EOD data - Superb CSV data manipulation Please note, the specific calculations the software will perform have not been defined. We will discuss this further during the project's execution. Therefore, a flexible and adaptive approach will be beneficial. I look forward to working with someone who can deliver a straightforw...

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    Web scraping from html page 1 day left
    VERIFIED

    We are seeking a skilled web scraping expert to scrape html pages and convert them into a pdf file. The selected candidate will be responsible for creating a web scraper script that can automatically extract and organize data from various websites. The data should be neatly formatted into a pdf document for easy accessibility. The website is in which there are various links - section - 1, section - 2, etc. The text which is present when a link is opened is to be scraped. There may be an odd number as well, like section - 5A. Also, there are pages which will give more links/sections (there are upto 93 pages). When the section is opened, there may be footnotes. The text when the footnote is opened is to be scraped if possible.

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