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    2,000 scraping data spreadsheet jobs found, pricing in USD

    I'm on a mission to gather as many logo images as possible for my brand research. And that's where you come in. My project specifically revolves around: - Extracting high-quality logo images ...research. And that's where you come in. My project specifically revolves around: - Extracting high-quality logo images from a specified web app. - Ensuring the integrity of the image quality during the extraction process. This job would be a perfect match for a freelancer with extensive experience in: - Web scraping and data mining. - Handling different image file types and ensuring quality preservation. If you've completed similar data extraction projects and are versed in the art of web scraping, you might just be the perfect fit! So come on boar...

    $224 (Avg Bid)
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    I need a data analyst or researcher to provide data on how much the price of electricity and gas have increased by in the UK from the year 2014 - 2024. This research will be used to predict the percentage increase year on year for our customers moving forward. Specific Data Points: - Historical electricity prices - Historical gas prices - Percentage increase year on year Report Format: The final data analysis report should be in a spreadsheet format, preferably Excel. The main points should be supported with a PDF Data Segmentation: The data should be segmented by consumer type, specifically domestic consumers. Ideal Skills and Experience: - Strong background in data analysis and research - Proficiency in handling and analyzing la...

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    We are in ne...experienced Python Developer who specializes in Large Language Models (LLM) and Retrieval Augmented Generation (RAG) tasks. Key Tasks: -Your main responsibility will be to create a custom AI Chatbot by combining LLM (Large Language Model) with RAG (Retrieval-Augmented Generation) using custom data. General Requirements: - Demonstrable proficiency in Python and understanding of LLM and RAG is a generally necessary. - Familiarity with Chatbot modeling, data analysis, model building, web scraping, data extraction, and task automation will be regarded as additional advantages. This project provides an excellent opportunity for individuals deeply interested in language models and augmented generation. Interested and qualified bidders are advised t...

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    I need an Excel expert to update my spreadsheet. The main tasks include: - **Formulas and Calculations:** I require formulas to be implemented for various calculations. The freelancer should possess a strong understanding of Excel functions and be able to apply them accurately. - **Formatting:** The formatting of the spreadsheet needs to be updated. This includes: - **Font Styles and Sizes:** I need the text in the spreadsheet to be consistent and visually appealing. The freelancer should have a good sense of design and layout. - **Number Formats:** Incorrectly formatted numbers need to be corrected. The freelancer must be meticulous and detail-oriented in this aspect. - **Color Changes for Expired Dates:** An important part of the project is changing the color...

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    I require a proficient developer to create an SQ...require a proficient developer to create an SQLite database. The database must be populated with data extracted from three specific websites. The data should include text, images and numbers. Once the data extraction is complete, the database shouldn't require continual updating. However, the DB should be able to expand at a later stage. You are creating a starting point. I am looking for a one-time service. Key requirements are: - Creation of an SQLite database - Data extraction from websites (text, images, numbers) - No need for regular updates to the database The project needs to be completed as soon as possible. Ideal skills for this job: - Experience in SQLite - Proficiency in web scraping...

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    I’m seeking a data expert to scrape a specific database and transfer all available fields into an Excel (.xls) file. The database consists of approximately 150,000 entries. Each record includes data such as name, business name, contact information, date of foundation, etc. Ideal Skills: - Strong experience in Web Scraping - Proficiency in transferring data into .xls format - Attention to detail to ensure all available fields are captured Purpose and Deliverable: - The objective of this project is to use this information for data analysis. - The final output will be an Excel (.xls) formatted file containing each scraped database entry. Operation Specifics: - You would be required to locate and scrape the database by Zip codes. - A full export...

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    ...goal is to utilize these numbers for promoting my business. Key Features: - Bulk Phone Number Verification: The tool should be able to check multiple phone numbers at once. It should separate the active numbers from the inactive ones. - Whatssap Compatibility: The tool needs to connect with Whatssap API to confirm the activity of the numbers. Delivery: - Data Export: I require the verified numbers to be exported to an Excel spreadsheet for easy access and use or .txt file Skills & Experience: - Proven experience in API integration, specifically with Whatssap. - Strong programming and software development skills. - Experience in building phone number verification tools will be a plus. Please provide examples of similar projects you have worked on previously. Look...

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    Excel Email Data Extraction 6 days left
    VERIFIED

    I need an assistive hand in a data extraction task that requires sharp focus and meticulous attention to detail. The task involves: - Extracting email addresses from an Excel spreadsheet - Maintaining accuracy and precision during the data entry process, ensuring no data is missed or inaccurately entered Proficiency in Microsoft Excel is a must for this task. Previous experience in data extraction or data entry is highly desirable. You should be adept at handling large volumes of data, have a keen eye for detail, and are able to keep track of your progress systematically. Let me know your capacity per day/week as this can be an ongoing project. Please dont negotiate on the price beyond the Bid provided

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    We are looking for an individual to collect data and place into a spreadsheet. You will need to extract information from two mobile apps and place them into an excel spreadshet for the purpose of market analysis. You will need to create a list of locations shown on each app within a specific geographical location. This list must include: app, name, address, location type, borough.

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    I'm looking to hire an experienced data scientist or researcher to gather data on trending topics from Twitter. Here's what you'd do: - Leveraging Twitter's API or any robust scraping tool, you'll gather and record data around trending topics globally or as requested. - After collection, these data will need to be organized in a clear, concise and easy-to-read format. Skills & Experience: - Experience with data collection on social media platforms, particularly Twitter - Strong understanding of Twitter's API or proficient in web scraping techniques - Ability to interpret and analyze collected data effectively Please only bid if you're comfortable and experienced with large-scale social me...

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    Data entry 6 days left

    I am looking for a data entry expert to input data into an Excel spreadsheet. I have a specific template that I would like the data to be formatted in. The data set is small, with less than 1000 entries. Ideal Skills and Experience: - Proficiency in data entry, specifically in Excel - Attention to detail to ensure accurate data entry - Familiarity with using templates for data entry - Ability to work efficiently and meet deadlines

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    This project aims to build an informative and precise contact list for our business use. We will provide you with a list of 1000 records, and your job will be to Google each one and fill the respective information - Website, Address, City, State, Zip, Phone - into a shared Google Spreadsheet. The focus of this data collection will be on the specific records we supply. Ideal skills and experience for the job: - Strong web research skills - Prior experience in data entry - Attention to detail and accuracy - Proficiency in Google Sheets - Ability to meet deadlines.

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    Featured Urgent NDA
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    I am in need of a proficient web scraper or a cyber expert with a knack for website architecture. Yo...knack for website architecture. Your task will be to download or replicate an entire website's source code. Here’s what I need: - Comprehensive extraction of the whole source code - Clean and organized presentation of the copied code - Ensuring the process doesn't harm or disrupt the targeted site Ideal Candidate Possesses: - Extensive experience in web scraping - Detailed understanding of website structures - Adeptness in using scraping tools and software - Solid ethical hacking skills Upon successful extraction, no further assistance is required with understanding or modifying the code. However, your project deliverable should be clear, categorically or...

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    ...on the CEO, senior management, and email addresses. The data should be compiled into a spreadsheet, such as Excel or Google Sheets, with separate columns for each piece of information. Key Responsibilities: - Researching and collecting information on the CEO, senior management, and email addresses of around 80 councils. - Ensuring the accuracy and relevancy of the data collected. - Organizing the data neatly into a spreadsheet, in a format suitable for subsequent upload to a CRM tool like Pipedrive. Ideal Skills and Experience: - Experience in data research and entry. - Proficiency in using Excel or Google Sheets. - Familiarity with CRM tools, particularly Pipedrive, is a plus. - Attention to detail and the ability to maintain data accu...

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    ...content. Here are the specifics of the project: - Data Extraction: The scraper should be able to collect data from a specific website. This data will be in the form of text and images. - Update Frequency: I require the data to be updated once. This means that the scraper should be designed to pull the data once and not re-visit for updates. - Data Format: The extracted data should be saved in a CSV file. This is the preferred format for the end result of the scraping process. Ideal Skills and Experience: - Proficiency in Python: A strong background in Python programming is essential. - Web Scraping Experience: Previous experience with web scraping tools and techniques is highly desired. - Data Handling: Kno...

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    As an experienced developer myself, I am seeking an expert Python developer with a deep understanding of the Flask framework to collaborate on my project. Here's a glimpse of what I have in...command over Python programming language with expertise in Flask. - Experience in developing & managing complex Python applications. - Advanced Python coding skills are needed, as experience matters most in this kind of project. Although I haven't decided on specific tasks or functionalities yet, your advice and suggestions would be highly appreciated. There could be future opportunities for web scraping, data analysis, and automation ahead. Interested parties, kindly share your portfolios of relevant exposures in Python, specifically Flask based projects. Looking forwar...

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    I'm in need of a skilled typist for a data entry project. The task involves entering data into an Excel spreadsheet. Requirements: - Excellent typing speed and accuracy. - Previous experience with data entry. - Proficiency in Excel. - Ability to follow instructions precisely. Ideal Candidate: - Proven track record in data entry tasks. - Strong attention to detail. - Reliable and able to meet deadlines. - Good communication skills. If you have the right skills and experience for the job, I look forward to receiving your bid.

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    I'm on the lookout for a teaching position in a Primary School, be it as a teacher or a teaching assistant. I require an urgent recruitment, within the shortest possible time. Address: ...Tong Rd, LS12 5HE, England. The school must be a Primary School The school must have a vacancy available online. The job role must be a Teacher or Teaching Assistant. The school must be within 1 hour drive. Please check Primary School websites for job vacancies and add into a spreadsheet with: Primary School name - Area/Town - Job Role - Year Group - Advert Posted Date (if stated) - Start Date Anyone who can help me with this job search may be able to get regular work until I find a job. Must use a spreadsheet. Thanks Must have the name of the specific school (no generalized ...

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    Data Scraping - Car Database 6 days left
    VERIFIED

    I'm in need of a skilled freelancer to scrape data from car Website . The specifics of the data extraction are as follows: - I require product details and price information from the site. - The main task involves capturing a comprehensive car database, including all car brands and models present on the site. The focus here is on the complete car directory, not just specific brands or models. If you have experience in web scraping, particularly in the automotive sector, this project is for you. Accuracy and completeness are key, as the success of the project hinges on the comprehensive nature of the dataset. I attached RAR file (Scraping code). by running this script, fetching yourself full database of cars. pocketbase queries to supoprt filters and r...

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    The project entails accurate entry of numerical data into an MS Excel spreadsheet, with a focus on report generation. The ideal freelancer should be well-versed with basic Excel functionalities, such as simulations and formulas, to ensure efficient data processing. Key responsibilities would include: - Accurate and efficient numerical data entry - Setting up Excel to run basic simulations and formulas - Generating effective and accurate reports from entered data The freelancer should have strong attention to detail to maintain data accuracy and proficiency in MS Excel, specifically in creating basic simulations and formulas. Previous experience in data entry and report generation is highly preferred.

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    Pivot Tables 9 days left

    Hi Akriti, As promised, here is the new spreadsheet for the Jan-Mar 2024 pivot tables at the $30 you suggested. Could you double check there's no data in the hidden rows ... somehow we couldn't unhide them :-) thanks, Omer

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    I will provide four sheets containing monthly AWS expenses, along with an output report for the last month. I need someone to update them for April. This involves updating the month, dollar amounts, percentages, and budget numbers. Ensure that the budget corresponds to April (specified in the budget tab), all percentages are accurate, and the line chart reflects the current month's expenses.

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    ...of 5 years of experience as a software engineer. - Proficiency in Javascript with at least 3 years of relevant experience. - Ability to write clean, maintainable code and conduct end-to-end testing. - Demonstrated expertise as an individual contributor capable of quickly designing and building sophisticated systems in a dynamic environment. - Familiarity with React Native, iOS, Android, and web scraping is preferred. - Experience in integrating with multiple dynamic third-party APIs. - Willingness to take on full-stack responsibilities with a focus on a JavaScript frontend. This position offers competitive hourly rates and potential company equity upon your 1st anniversary. If you are an outstanding engineer looking to drive innovation in a remote-first, agile startup environmen...

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    ...operate a Google Sheet that fetches information from another spreadsheet identified in cell C1. Users mark checkboxes in Row A and click "Build Documents." When a user picks multiple checkboxes to generate documents, the Google Script halts after 300 seconds due to an overload. 1. The objective is to devise a systematic workaround to finish processing the document batch without additional manual intervention. For example, here's a replica of the spreadsheet you can use to test your code. The documents created all appear here: In the Spreadsheet App Sscript: In "Rahul's Code". 2. Add a line of code to

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    I require a professional with a keen understanding of both Excel and iOS Numbers to convert a single-sheet Excel spreadsheet into an iOS Numbers document. The converted document will need to retain multiple functionalities including: - Basic calculations - Data visualization - Conditional formatting No data interdependency or connectivity with other aspects is required in this case. The ideal candidate should have significant experience with data conversion between these two platforms and a solid grasp of maintaining functionalities in iOS Numbers. Familiarity with creating visually engaging spreadsheets will be highly regarded. I would like to have conversation with someone to make sure I am asking for something reasonable and to clarify exactly whats neede...

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    I need help in extracting or scraping customer data from Telegram channels and Groups. The main goal is to invite these subscribers to my own channel. Key Results: - Extract or scrape customer data from specified Telegram channels or Groups - Provides a complete list of extracted customers - Ensure customer data is ready to easily import into my channels for invitations Ideal Skills & Experience: - Proficiency in web scraping tools and techniques - Experience with Telegram algorithms - Experience with Telegram API or similar platforms - Proven track record in handling and managing large amounts of data - Strong communication skills to provide detailed project proposals Please ensure that your application contains a detailed project proposal....

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    I am looking for a proficient specialist who can modify my IRR (Internal Rate of Return) spreadsheet aimed at financial analysis. The main requirement is unspecified modifications, suggesting that I need a freelancer who can intuitively understand how to improve the spreadsheet based on its current state and purpose. The IRR spreadsheet is used mainly for analyzing financial data, with a specific focus on calculating the Internal Rate of Return. Ideal Skills Required: - Expertise in financial analysis, particularly in calculating the Internal Rate of Return - Strong understanding of Excel spreadsheets, their functionalities, formatting, and calculation adjustments - Ability to assess existing tools and intuitively suggest and implement improvements. Please d...

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    I need an expert in Excel spreadsheet and dashboard creation to help me with a project related to the management of properties. The project involves the following tasks: - Data analysis - Formulas and calculations - Data visualization The data to be used in this project will mainly revolve around a situation room containing property under management status and updates. Specifically, the dashboard should track and monitor the following key metrics: - Rent collection and payout status - Tenant and business complaints - Contacts details - Contracts status - Property profits - Property location - Owner notes - Comments If possible to have it as geolocation kml as a copy I'm looking for someone with strong experience in creating dashboards and spreadsh...

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    I urgently need help with downloading our products from our old drop shipping site.

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    I'm in need of an experienced web scraper, proficient in Python, to gather pricing data from a range of websites. Key Requirements: - The scraper must specifically target and extract pricing information. - The project involves scraping data from a moderate amount of websites (between 1 to 5), so the ability to efficiently manage multiple sources is a must. - The final delivery should be not just raw data, but organized and cleaned data. Ideal Skillset: - Proficient in web scraping tools and techniques, especially with Python. - Experience with handling and cleaning data. - Ability to manage multiple sources of data effectively. - Experience in working with pricing data is a plus. Please bid if you meet these requireme...

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    I am looking for someone who can help me for web data scraping with python. This Data scraping requirement will be specified website. your experience in data extraction from a variety of web environments will be crucial. You'll be responsible for the following: • Setting up reliable Python scripts for data scraping for specific website. • Managing errors and inconsistencies during the scraping process. • Ensuring scraped data is correctly formatted for further use in excel. Key Skills and Experience: • Proficient in using Python for data scraping • Experience in handling diverse data types • Comfortable working in an undefined project scope • Exceptional problem-...

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    I'm looking for someone to scrape text and image data from a specific website for analysis purposes. Key Tasks: - Scraping text data: Extracting specific textual information from the website - Scraping image data: Gathering images from the website The data is to be used for analysis, so understanding of data structures and data analysis would be beneficial. Ideal Skills and Experience: - Proficient in web scraping techniques, particularly with text and images - Experience with data analysis - Familiarity with tools and technologies that can be used for scraping, such as Python, BeautifulSoup, Scrapy - Strong attention to detail as the data needs to be extracted accurately and completely

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    Hello, I have a plugin that does scrapping, it is in WordPress but it stopped working when the other website placed Cloudflare. I want you to transfer it to Python and extract the information without problems. The plugin has a cronjob that I configure at the time I want it to review. The plugin extracts the data and leaves it in WordPress in a draft state The website I scraped is this

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    ...by way of an MS Excel spreadsheet which will have columns that include the author (to be supplied); the verbatim quotation (or its English translation); the source of the information; and the name/date of the translation if the original quotation is not in English, plus any other pertinent information. Engagement Terms After an initial trial, we anticipate the ongoing engagement terms will be based on an hourly rate - as we understand some of the identified authors will prove more or less easy to obtain the required quotes/references. We are seeking an ongoing engagement with a suitable party which has the potential to expand past the initial task. Initial Trial Our starting point will be to provide a defined list of authors, along with the Excel spreadsheet temp...

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    I need a backend api (or program) that running on java or .net that can send messages via facebook messenger (do not use Facebook APIs) using Selenium or other automation frameworks you are familiar with (if you use other automation frameworks, you must notify me for confirmation). Key features: 1. Log in with the provided the user/password. 2. Send messages to specific Facebook users with ...Send Messages from more than 2 senders to specified receiver in a short time. 4. Receive messages from Facebook users in real time (can get username information, message content). 5. Facebook will not block messages for spam reasons (the limitation is defined by you). Must-have skills: Java (familiar with Spring Boot) or C# programming skills (familiar with .Net core) Nice to have: Selenium, Web Sc...

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    I'm looking for a freelancer to copy type a printed document into a spreadsheet. Key Requirements: - The source material is printed, not handwritten. - The final document should be a spreadsheet, not a plain text file or a formatted Word document. - Basic formulas need to be applied to the spreadsheet. Ideal Skills and Experience: - Proficient in copy typing. - Experience in data entry and spreadsheet management. - Familiarity with basic formulas in spreadsheet software.

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    I'm looking for a skilled freelancer who can help me organize and manage my data in a spreadsheet. The data will consist of text, numbers, and dates. Key Requirements: - Experience in data entry and management - Proven track record of successful data handling - Proficiency in spreadsheet software (Excel, Google Sheets, etc.) Your application should include past work you've done in similar projects. I'm looking for someone who is detail-oriented and can assure the accuracy and structure of the data.

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    I'm looking for a skilled developer to create a Telegram bot that can track the availability of tobacco products on Dzrt.com. The bot should: - Monitor the website for changes in the availability of tobacco products. - Notify me in real-time when a product...a skilled developer to create a Telegram bot that can track the availability of tobacco products on Dzrt.com. The bot should: - Monitor the website for changes in the availability of tobacco products. - Notify me in real-time when a product becomes available. - Have the ability to distinguish between different products within the tobacco category. Experience in creating Telegram bots and web scraping will be highly appreciated. Your understanding of e-commerce platforms like is also crucial in ensuring the bot's ef...

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    I'm seeking a skilled creator to develop a Chrome-compatible web extension that mimics the functionality of but specializes in scraping AI data from the web. Key features required: - Able to scrape AI data efficiently from various sources on the internet. - Streamlined and user-friendly, optimizing for the best user experience. Ideal candidate should have: - Experience in building Chrome extensions - Understanding of web scraping techniques - Familiarity with functionality - Robust knowledge of artificial intelligence.

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    I'm in need of a skilled professional who can diligently carry out a large volume of data entry involving text, numbers, and images. The data is to be accurately entered into an Excel spreadsheet. Ideal Skills: - Proficiency in Excel - Accuracy in data entry - Ability to handle large volumes of data - Familiarity with processing text, numeric, and image data The right freelancer should have substantial experience handling this type of project and able to demonstrate precision and attention to detail.

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    ... create a separate error log with timestamps. Any errors can be monitored at this location: 'C:UsersKALAVANIDesktopabi-py'. For monitoring played video ads, create a separate video ads log that includes the video name, the number of times it's played, and the date and time that the video was played. Store this data in 'C:UsersKALAVANIDesktopabi-py'. Ideal skills include: - Expertise in Python - Proficient in data analysis, web scraping, automation - Knowledge in data manipulation, text processing, file parsing - Experience with Django and Flask would be beneficial, but it's not mandatory Think you're up for this open-ended task? Swing by with your relevant experiences and your approach to such a project. Looking ...

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    Multi-Website Price Scraping 5 days left
    VERIFIED

    I need a professional who can scrape product prices from Starbucks and Dunkin Donuts' websites. The main focus will be Coffees, Beverages, and Food items. Key Requirements: - Scraping: Extract product name and price from two apps/websites. - Data Organization: Provide the scraped data in a clean and organized format. Ideal Skills: - Proficient in Web Scraping: Experience in scraping data from various websites. - Data Management: Ability to organize and present scraped data efficiently. This project will require attention to detail in maintaining the data integrity throughout the scraping process. The scraped information should be accurate and up-to-date.

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    I am seeking a skilled data miner for a project involving business data extraction from the Yellow Pages. Specifically, I am interested in the category of 'Equipment Hire in Australia'. The scope of the data to be extracted includes: - Business Names - Phone Numbers - Physical Addresses - Email Addresses This project would be ideal for freelancers who have experience in data mining, data extraction, scraping Yellow Pages, and processing information through Python, R, or a similar language. Knowledge of the business environment in Australia would be a plus. Please note that accuracy is paramount; I need the completed dataset to be as error-free as possible. Looking forward to reviewing your bids.

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    ...ecommerce website. -A web/mobile application that read the extracted data and inform on data change. This app will have: -A control panel to administer the pages to be scrapped and the details (like filters). -A page to display the extracted that with action buttons to discard the element or to add new filters (based on this element). - The task involves scraping text content and related images. - The scraping process should be automated to run every X minutes (to be configured) Ideal skills for this job include: - Proficient in web scraping techniques and tools. - Ability to create and maintain an automated scraping process. - Ability to create custom mobile application If you are detail-oriented, experienced in web scraping, and ...

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    As an investor, I require a CFA-qualified professional to assist with complex bond pricing tasks. Specifically, my investment portfolio focuses on municipal bond...pricing tasks. Specifically, my investment portfolio focuses on municipal bonds and I am keen on better understanding their quantitative pricing. Key tasks will include: - provide spreadsheet with all cash flows and formula - extrapolate discount rate using forward sofr and muni curve - The perfect candidate will have a strong background in quantitative investment analysis, a solid understanding of bond markets, and proven experience in pricing municipal bonds. In-depth knowledge and practical application of quantitative pricing models will also be highly advantageous. In the end, I just want excel spreadsheet d...

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    Hi! Your job 1. Go to a website (url in brief) every day to every other day 2. On that website click a link to open another website. This website is NOT live/active yet. 3. Open the list of names we have (about 30 names) 4. If one of the names from our list is listed on the website then send an email to us (not to the person) 5. ...in brief) every day to every other day 2. On that website click a link to open another website. This website is NOT live/active yet. 3. Open the list of names we have (about 30 names) 4. If one of the names from our list is listed on the website then send an email to us (not to the person) 5. Allow us to add names to the list, change where the email is sent, change body of email and when the scraping starts/stops as well as frequency (daily or every o...

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    ...Excel template and Data - you product financial Statement with filled out excel based on data given We need an expert Freelancer to enter basic financials data to attached financial Projection in Excel and produce a profit loss statement based on this Excel attached and the data of company projected Revenues and expenses Simple if you have done it before You will send us back the filled out excel with sheet tabs including the Financial Planning Tab and Profit Loss. Budget is $200 - $300 +/- Very Simple just summarize and detail the data correctly any questions or data you need for this ( not given in attachments in zip ) we will give you You need to put all Hungarian Forint Currency Do the conversion from Euro as shown in the renew breakdow...

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    I'm seeking an expert in data scraping who can efficiently extract images from a specific website. This calls for an individual skilled in Python and BeautifulSoup. Key Project Requirements: - Scrape images from Website 1. - Ensure all retrieved images are saved in the PNG format. Ideal Skills & Experience: - Extensive experience with web scraping, particularly utilizing BeautifulSoup. - Proficiency in Python. - Proven ability to meet project deadlines and conduct tasks with professionalism and precision. The ultimate goal is to successfully and accurately extract all relevant images without infringing on any website rules or guidelines.

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    I require a competent freelancer with experience in creating management systems to develop an automated spreadsheet for my insurance business. It will encompass the management of multiple insurance policy types including, but not limited to life, health, motor, travel and term insurances. Key Requirements: - Accurate tracking of policy details: This will span essential areas such as policyholder's name, policy start & end dates, insurance company details, premium amounts, policy type and number, beneficiary information, registration number, contact numbers, email IDs, premium collected, next expiry and other insurance related parameters. - A fully functional dashboard: Capabilities include report generation, tracking of premium payments, calculation of policy expiry date...

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