Web Scraping Jobs

I'm looking for a skilled developer to create a reusable script that pulls data points from specified charts on a daily basis. The script should be efficient, easy to maintain, and able to handle potential blocking from the website. The ideal candidate should have experience with web scraping and data extraction techniques, ensuring accurate and efficient data collection. The end result needs to be in a structured format I will provide so that I can import them into an Excel Sheet. Instructions need to be clear on how to implement the script. Attention to detail and the ability to work independently are essential for this role. Here's the website: The link contains the date and I wish to reuse the script for other dates as well. There is a list of the matches and after clicking ...

I'm in need of a comprehensive email leads database specifically targeting ecommerce companies from across the Globe. The database should include: - Email addresses - Company names - Contact person names - Company location - Employee headcount size - Website URL Ideal skills for this project include data mining, web scraping, and database management. Experience in the e-commerce sector is a plus. Please ensure the data is up-to-date and accurate to maximize its effectiveness.

My existing Python web crawling program has stopped working. I need an engineer to either fix it or create a new one. The program retrieves book data from based on ISBNs. Key Tasks: - Analyze the current Python web crawling program to identify issues - Fix the program or create an entirely new one - Retrieve specific book data from the target site - Test the program using provided ISBNs Data to be Retrieved: - Book data based on ISBNs - Translator information - Additional data as outlined in provided documentation Ideal Skills: - Proficient in Python - Experience with web crawling and data retrieval - Ability to troubleshoot and solve problems effectively - Familiarity with book data and ISBNs is a plus The project needs to be completed within 1 week. The new or fixed program should i...

I'm seeking an expert web scraper capable of overcoming Cloudflare's barriers on the Dexscreener website. I aim to collect specific data, including price information, trading volume, and historical charts. - Data Format: The scraped data needs to be delivered in JSON format. - Frequency: The data should be scraped hourly. If you have a proven track record in web scraping and can provide reliable, timely results, I'd love to hear from you. I'm looking to establish a long-term, trustworthy relationship with a developer. Please note that the first question about the specific data to be scraped was skipped, as I anticipate needing a range of data from the site.

I need a freelancer to help me extract project owners' names from a list of project names posted on the IGEM website. Key Tasks: - Process an Excel spreadsheet containing hundreds of project names. - Identify and extract the corresponding project team member' names (thousands) from a specific section of each project's page on the IGEM website. - Prepare a new excel spreadsheet with project name, team members and a like to their linkedin profile. Ideal skills for this project: - Experience with data processing and Excel. - Attention to detail to ensure accurate identification of project owners. - Ability to follow instructions and work independently. Link to the iGEM team pages (see for example year 2024): Deliver the extracted data in an Excel file. Please use manual e...

I'm seeking an expert in LinkedIn Ads Sales Navigator API. My primary goal is to drive sales conversions, with a special focus on improving our conversion rate at the awareness stage of the sales funnel. Skills and experience that would be ideal for this job include: - Python, Node.js or other compatibla Linked In API language - Proven experience with LinkedIn Ads and Sales Navigator API - Web scraping may be useful, althougth it may compromise the Linked In account by blocking it. You need to be extra careful with this. - Skills in managing and optimizing LinkedIn Ads budget - Ability to create high-impact multimedia ad content I have a list of leads in my personal profile of Linked In Sales Navigator. I tried to do scraping this list, it do not work. I'm interesting in a m...

I have around 1000 POIs from Foursquare that need to be transferred to Apple Maps. - Foursquare Links: I have all the necessary Foursquare List links ready, so the freelancer won't need to compile these lists. - Delivery Method: The completed Apple Maps Lists should be shared with me via iCloud or Email. - Completion Timeline: Dec.14th, 2024 Ideal skills for this project include proficiency with Foursquare and Apple Maps, excellent organizational skills, and attention to detail in ensuring all POIs are accurately transferred. Put all POIs into corresponding Apple Maps lists based on (Country/City) location for all transferred POIs.

I'm looking for a Python expert who is able to automate the trading process for me. This script must be capable of placing trades automatically and executing it smoothly. I have code for login trading accound and fetch token data. I need to update code to my system. I need to collect live data from the web and candle stick, Mins Intervals are in Dropdown box, I can choose any minutes interval, I need you to collect Last 10 candle data from the Excel in the web and other details for each token, I will give token name in the excel, It will automatically display the rows of data. If i chanage time interval it will display those data only. i need it like application Broker: Note: I dont know about coding, If you install the code and run successfully at my system thereafter I will hire ...

Project Description I am looking for a professional with expertise in Power Automate to help me extract data from two sources: an auction website and a real estate website (Zillow or ). The final output should be an Excel spreadsheet containing the extracted data as described below. Key Tasks: Auction Website (Grey Columns) Extract all the data from the grey columns (as per the attached example) on the Atlantic County and Cape May County auction websites. The data should be saved in an Excel spreadsheet. Each county’s data should be saved on a separate tab or a separate file. Real Estate Website (Purple Columns) For each property listed on the auction website, match its address with the details available on either Zillow or Realtor.com. Extract all the columns in purple (as per the a...

More details: What kind of task do you need help with? Writing and editing What specific type of writing or editing service do you need? Article writing What is the subject or niche of the article? This question was skipped by the user

I'm looking for a freelancer to help me generate leads for my startup, Damerax. The leads should be focused on small, local businesses in the gym and fitness industry. Your task is to provide a comprehensive list of potential leads in a file format of your choice (CSV, XLSX, PDF, etc.). The information I require for each lead includes: - Business name - Address - Phone number - Website - Email address (if available) - Reviews - Ratings - Industry Please note that I will handle all cold calling and follow-up emails. Your sole responsibility will be to provide a file full of leads. I am open to discussing further details about the niche after you place your bid. Thank you. Include gyms and fitness businesses from the geographic region of Hyderabad. Please generate a list of 1000 l...

Project Details I am seeking a talented freelancer with strong web scraping skills, preferably in Python, to assist with a project involving two specific websites initially. There is potential for more sites in the future. I will provide the specific data fields that need to be extracted. Key Requirements: - Proficiency in web scraping and/or Python. - Familiarity with MS SQL Server databases is a plus, but not essential. - Ability to extract data efficiently and effectively. - Understanding of necessary security measures, including captcha integration if required. - Capability to deliver quality work quickly, as this project is a priority and needs to be completed ASAP. This project could evolve into a long-term partnership, as I would like to be able to manage the code with your ongoi...

I'm looking for a seasoned Python developer with a strong background in Selenium, to create a bot software for automating data entry tasks. The primary focus will be on data scraping and data migration. Key Responsibilities: - Develop a bot to automate data scraping from various websites, databases and APIs - Implement a reliable system for data migration The bot needs to handle login and authentication processes using API tokens or OAuth, so experience with these methods is crucial. Ideal Skills: - Proficiency in Python and Selenium - Experience in developing bots for data scraping and data migration - Familiarity with various methods of handling login and authentication processes This project is perfect for someone who is detail-oriented and has a knack for automating tedious ...

We are looking for a diligent freelancer to gather data from "Google My Business". The task involves sourcing the top 10 suppliers from 20 cities, totaling 200 suppliers. You'll be provided with a template consisting of 2 sheets, with some fields being repeated. The data you'll need to collect includes: - Name and surname - Website URL - Contact numbers - Email addresses - Company Address - Descriptions - Etc (see Attachment) In addition, I require you to: - Save relevant images - Rewrite descriptions with AI to save time - Crop images depending on the type (logo, title, or gallery) I will provide further details (description sizes, image sizes, image naming, etc) once a freelancer is selected. Ideal Skills: - Proficiency in data collection and research - Familiar...

I have a Playwright script that works perfectly on my local machine, but I'm running into timeout issues when running it on Google Cloud Run. The timeout consistently occurs while the script is attempting to navigate pages. The ideal freelancer for this project should have: - Extensive experience with Playwright and Google Cloud Run. - Proven track record in debugging and optimizing scripts for cloud environments. I need this issue resolved as soon as possible, so prompt communication and a quick turnaround are appreciated.

Hello, I’m currently learning and working on scraping price, SKU code, and UPC/EAN code from Amazon.de. At the moment, I’ve managed to extract the price and SKU code, but I’m struggling to find the EAN code. I’ve tried searching through the HTML and JSON structures but haven’t been able to locate it. Maybe someone else can help? I’m attaching my current script and am willing to compensate for the assistance. I can find on this one only. UPC 783759481688

I'm looking for someone who can find contact information for healthcare companies. This project involves data mining to collect specific details such as emails, phone numbers, and physical addresses of these companies. Ideal Skills: - Data mining - Research - Proficiency in extracting and compiling company information Please note, the focus is solely on healthcare companies. The ability to deliver accurate and comprehensive contact information is paramount.

I'm seeking a freelancer who can scrape LinkedIn for 1,000 random profiles of people in Saudi Arabia. Essential Details: The data points to be collected include, but are not limited to: First Name Last Name Title Company Company Name for Emails Email Email Status Primary Email Source Email Confidence Primary Email Catch-all Status Primary Email Last Verified At Seniority Departments Work Direct Phone Home Phone Mobile Phone Corporate Phone Other Phone Stage Last Contacted Account Owner # Employees Industry Keywords Person Linkedin Url Website Company Linkedin Url Facebook Url Twitter Url City State Country Company Address Company City Company State Company Country Company Phone SEO Description Technologies Annual Revenue Total Funding Latest Funding Latest Funding Amount Last Ra...

I'm looking for a skilled Node.js and Puppeteer expert to automate data recording from a betting website to a CSV file. Potential freelancers should provide a detailed project proposal that outlines how they plan to tackle this task. Prior experience with web scraping and working with Node.js and Puppeteer is essential. Please include: - Your understanding of the project - A step-by-step breakdown of your proposed approach - Timeframe for completion Freelancers who can demonstrate previous successful projects will be preferred. The project should be adaptable to automate data recording from any betting website. The solution should support real-time data recording.

I'm looking for someone to help me go through our contact list in our ERP system and update all entries based on an excel file. There are a total of 5 tasks we need to complete. The first task is to update the contacts for whom we don’t have an email address, prioritizing the Technical Director. Find email addresses for specific job positions: Technical Director, Procurement Director, Sales Director, Business Development Director, CEO. Provide the full name of the person (last name and first name). Find and include the LinkedIn profile of the person. The ideal candidate should be skilled in data entry, research and familiar with LinkedIn and other professional networking sites. Please note that the second step will be discussed after the first task is completed fully and corr...

I have several Chrome extensions that I need converted from version 2 to version 3. The primary function of these extensions is web automation. They assist with automating tasks on web pages, including filling out forms, clicking on elements, and navigating through different sites. The ideal freelancer for this project should: - Have extensive experience with developing Chrome extensions - Be knowledgeable about the differences between Chrome extension versions 2 and 3 - Be able to convert the extensions without losing any functionality - Have a good understanding of web automation tasks Please only apply if you have relevant experience and can complete this task efficiently.

I'm looking for a Python expert who is able to automate the trading process for me. This script must be capable of placing trades automatically and executing it smoothly. I have code for login trading accound and fetch token data. I need to update code to my system. I need to collect live data from the web and candle stick, Mins Intervals are in Dropdown box, I can choose any minutes interval, I need you to collect Last 10 candle data from the Excel in the web and other details for each token, I will give token name in the excel, It will automatically display the rows of data. If i chanage time interval it will display those data only. i need it like application Broker: Note: I dont know about coding, If you install the code and run successfully at my system thereafter I will hire ...

I'm looking for a Python expert who is able to automate the trading process for me. This script must be capable of placing trades automatically and executing it smoothly. I have code for login trading accound and fetch token data. I need to update code to my system. I need to collect live data from the web and candle stick, Mins Intervals are in Dropdown box, I can choose any minutes interval, I need you to collect Last 10 candle data from the Excel in the web and other details for each token, I will give token name in the excel, It will automatically display the rows of data. If i chanage time interval it will display those data only. i need it like application Broker: Note: I dont know about coding, If you install the code and run successfully at my system thereafter I will hire ...

I'm looking for a freelancer who can scrape data from a specific travel industry website. I need information about travel packages or deals organized into an Excel spreadsheet. This task will only need to be completed once. Ideal Skills: - Proficient in data scraping techniques - Experience with the travel industry - Skilled in Excel I will provide the URL for the website.

Requirement Document for BLS Italy Appointment Booking Bot Objective: Develop a Python-based automation bot integrated with a Django admin panel to manage and automate appointment bookings on the BLS Italy website: Website Link: Key Features: Django Admin Integration: 1. Use Django admin to upload and manage user data in a database. 2. Provide APIs to serve user records to the automation bot. Bot Functionality: 1. Retrieve records from the database marked as new. 2. Automate login, form filling, CAPTCHA solving, and booking attempts. 3. Implement IP rotation and anti-detection techniques to avoid bot detection. Database Interaction: 1. Mark records as processing when requested by a bot instance. 2. Update record status to booked upon successful appointment booking. Scalability: 1. S...

I'm looking for an expert in web scraping to extract data from the Accel Venture Fund's website. The goal is to compile a comprehensive list of the companies they have invested in, along with relevant information about each. Required Data Points: - Company name - Investment date - Company website - Founders - Funding amount - Sector The final output should be in Excel format. This is a one-time project. The ideal freelancer for this task should have proven experience in data scraping and should be able to deliver clean, well-organized data. all the info available on each company Only include information that is directly available on the Accel Venture Fund's website. The data extraction should be completed within 1 week. The data extraction should focus on specific web pag...

I require a skilled web scraper to extract product details from a specific website. This information needs to be compiled into a CSV file. Key Requirements: - Expertise in web scraping techniques and tools. - Proficiency in data extraction and CSV manipulation. - Ability to update me with the information as needed. Ideal skills for this job include: - Experience with Python and libraries like BeautifulSoup or Scrapy. - Familiarity with data cleaning and preprocessing. - Excellent attention to detail to ensure all product details are accurately captured.

I'm looking for a skilled professional with expertise in Python and HTML to help with a project focused on scraping live chart data from websites. Key Requirements: - Proficiency in Python and HTML - Experience in web scraping - Ability to analyze and automate data processing Ideal Skills: - Strong understanding of data analysis techniques - Familiarity with handling live data streams - Previous experience working with chart data - Skills in data cleaning to ensure accuracy and quality of collected data. - Understanding of JavaScript for handling dynamic content on web pages. The primary goal of this project is to automate the data collection process from various websites, allowing for real-time data analysis. Your role will be crucial in facilitating this process, so attention to...

Hi, I need script for Online-store web-scraping. If possible Python-Script. Actually I need 12 scripts for 12 different Online-stores. I want to go one by one. Once I am satisfied with script, You will get all other works too. (12 scrips) In some of online-stores have cloudflare or captcha maybe proxy required. Lets start with first Project! Thanks for bidding.

I need a professional scraper to convert my dynamic website into a static format. This includes both text and images. The project is a one-time task, and the final deliverable should be in HTML files. Ideal Skills and Experience: - Proficiency in web scraping tools and techniques - Experience in converting dynamic websites to static formats - Knowledge in delivering content as HTML files - Ability to handle both text and image content - Familiarity with web development and HTML The site is dynamic and we no longer have the source files - and need to shut down the expense of hosting. We would like to scrape it to be static - with all links working as is. DM for URL. It is a couple of a hundred pages.

I am looking for a API developer to create a customized API for my licensed Laravel PHP-based multi-vendor CMS script with the following features. Job Description: A customized API needs to be developed to integrate product data from Chinese e-commerce platforms (e.g., , Taobao, Tmall) or a specific platform into my CMS platform. The API is expected to perform the following functions: Product Data Retrieval and Listing: Automatically fetch product data from platforms and dynamically integrate it into the CMS. Regularly update product names, descriptions, prices, stock information, and images. Price Management and Profit Margin Calculation: Original prices from Chinese platforms should be stored securely. Dynamic selling prices should be calculated based on a profit margin set by the adm...

Find websites similar to and , I need them for collecting personal numbers of healthcare decision-makers and doctors in Switzerland, France, Germany, Italy, and Spain. Key Requirements: - Provide websites that are capable of collecting both doctor's personal numbers and decision-maker's numbers. - The numbers must be personal phone numbers, not clinic, fax, or landline numbers. - The websites should be able to cater to the specified European countries. Essential Details Needed: - Personal phone number of each healthcare professional or decision-maker. Ideal Skills and Experience: - Proficiency in web scraping and data mining. - Experience in lead generation in the healthcare sector. - Familiarity with the specified European countries. - Ability to identify relevant and reli...

I need a skilled data analyst for identifying and developing a comprehensive specialty dental practice database. The project involves: - Identifying DSO-affiliated Practices: Scraping public databases, DSO websites, and relevant directories to locate practices affiliated with Dental Support Organizations (DSOs). - Finding Independent Practices: Using online directories and Dental Association websites to identify unaffiliated, independent dental practices. - Collecting Contact Information: Targeting practice websites and public records to gather essential contact details. - Categorizing Practices: Classifying the dental practices into various categories such as specialty, size, and geographical location. - Validating Data Accuracy: Implementing verification steps to ensure that the c...

I'm looking for a skilled data scraper who can create an Excel sheet filled with comprehensive product information from a specific manufacturer site in short order. The process should not take the correct candidate more than a few hours to complete if they have the right knowledge. Key Requirements: - Scrape data through various categories on the website. - Accurately capture all relative product page information including product names, prices, descriptions, specifications and associated files. - Download all product images in PNG format. Ideal Skills: - Proficiency in web scraping tools and software. - Attention to detail to ensure all information is captured accurately. Will require a sample export to ensure you are on the right track.

I need a skilled data extractor to gather data from specific marine tracking websites. The data should be collected in the JSON format. Key Requirements: - Expertise in web scraping and data extraction - Proficiency in handling JSON format - Experience with marine traffic and vessel tracking websites is a plus - Ability to deliver the data in a structured, clean, and comprehensible manner Data extraction should be performed non-stop and collected in a database in a private server. Data needed: vessel name, mmsi, location in coordinates, speed, course, draught, etc... of each vessel.

Identify and list all Canadian Crown corporations operating at federal, provincial, and territorial levels. For each corporation, Obtain the URL locate the official URL for supplier or vendor registration. Obtain contact information (name, title, email, phone number, LinkedIn) of the procurement officer or individual responsible for supplier relations. Organize the collected information into a structured format, such as a spreadsheet CSV, with clear headings and categories. Ensure all links are active and direct to the appropriate supplier registration pages. Confirm the accuracy and currency of the information by cross-referencing multiple sources or directly contacting the organizations if necessary. Produce the verified data Below is the example, please note that example does n...

I need assistance updating approximately 1300 product from one POS to our Shopify website. The products are currently listed in Polish, and I would like to keep the descriptions in their original language. Key Responsibilities: - Transfer product data from POS to CSV - Keep product descriptions in Polish - Resize all product images to 800x800 pixels Ideal Skills and Experience: - Proficient in English and Polish (not necessary, but helpful) - Experience with Shopify - Familiar with CSV data management - Basic image editing skills - Detail-oriented and able to work with large data sets

I'm seeking a data scraping expert to collect information from an e-commerce site and import it into our Shopify store. The project involves: - Scraping product details, pricing information and images from an e-commerce site. - Formatting the scraped data for seamless integration into Shopify. Ideal skills for the job include: - Proficiency in web scraping tools and techniques. - Experience with Shopify. - Strong attention to detail to ensure data accuracy. The data scraping and import will be a one-time task.

Project: Automated Lucky Jet Game Data Analysis and Notification System Objective: To develop a Python script that monitors the Lucky Jet game, tracks specific in-game events, and sends automated notifications via Telegram when predetermined conditions are met. Specific Requirements: * Data Extraction and Processing: * Data Source: The script should either extract data from the Lucky Jet game interface (web scraping) to obtain real-time game data. * Data Storage: Collected data should be stored efficiently for analysis and future reference. * Relevant Data: The primary data point to track is the multiplier achieved in each game round. * Event Monitoring and Trigger: * Condition: The script will continuously monitor the sequence of multipliers. * Trigger: When the multiplier fai...

I need a web scraping script that will help me download headings and images from stock images sites. - Purpose: The primary use for this content will be for website development. - Skills Needed: Ideal candidates should have experience in creating web scraping scripts, particularly for stock images sites. Knowledge in PHP or similar programming languages is preferred. Must be done using php

I have a CSV file containing data for over 5,000 businesses. Some information is already filled in, but I need help finding and adding additional details, such as Business Name Business Website (lets talk this one through) Business Owner/highest ranking contact Business Owner/highest ranking contact email and phone number Business phone number Number of employees Mailing Address Year Founded Ideal skills and experience for the job: - Proficiency in data handling and CSV file manipulation - Experience in web research - Good understanding of data integrity and quality - Previous experience enriching business datasets would be advantageous.

Quick Case Law Extraction Tool Using OpenAI GPT API Project Overview The goal is to create a quick and simple script to extract and organize key details from legal case PDFs obtained via CanLII links. By leveraging OpenAI’s GPT API for text parsing and summarization, the solution will process up to 10 PDFs at a time and provide structured results within 1-2 hours of setup and deployment. Objective To rapidly build a lightweight tool that: • 1. Extracts key information from CanLII PDF files. • 2. Processes and organizes the extracted data into a structured format. • 3. Outputs the results in a clear and easy-to-understand format for immediate use. Key Features 1. Batch Processing: • - Input up to 10 CanLII PDF links. • - Automatically download the PDFs, extrac...

I'm looking for a data specialist to scrape historical stock prices from the NSE, organize the data and apply simple if-then logic to derive a final output. Key Requirements: - Data Scraping from 3 websites - Data Organization: Skill in structuring the data in a meaningful way - Logic Application: Capable of applying simple if-then logic to the data to arrive at the final output Final Output: - The data should be compiled and delivered in an Excel format or equivalent format. Ideal Skills: - Proficiency in data scraping tools and software. - Excellent skills in data organization and analysis. - Familiarity with stock market data. - Experience with Excel. Please bid if you have the relevant experience and skills. BUDGET: INR 7500 ADDITIONAL BONUS PAYMENT: INR 2500 FOR HIGH QUALI...

I need a freelancer to extract all followers' data from the account at into an Excel spreadsheet. The specific data I need includes: - Username and bio - Email and phone number - Location The data should be organized into an Excel spreadsheet. The ideal freelancer for this project would be proficient in data extraction, familiar with , and able to deliver the data in a clear and organized manner.

I need a Python expert to help me with workflow automation using the Crisp chat system: Key Responsibilities: - Build custom functions that cater to specific client needs - Automate the customer service Ideal Skills: - Proficiency in Python - Experience with workflow automation - Familiarity with ticketing systems - Knowledge of Crisp chat system is a plus Experiences with is a plus

Description: We are looking for an experienced developer to create a robust and efficient web scraping script capable of scraping nearly 100% of pages concurrently. The goal is to extract all the content from a variety of websites, including both simple and complex pages, without relying on any third-party tools or external libraries. The script should be highly scalable, resilient to changes in website structure, and capable of handling a large number of pages simultaneously. Responsibilities: - Develop a custom scraping script that can extract complete content from web pages, including text, images, links, metadata, and other elements. Ensure the script can scrape content from both simple and complex websites, including those with dynamic content, AJAX, and JavaScript. Optimize th...

I'm seeking a skilled developer to create an automation bot for efficiently handling the appointment booking process on the specified BLS International website. Key requirements: - The bot should handle form filling and CAPTCHA solving - A Python script that retrieves user data from a database and attempts to book an appointment on their behalf - The bot does not need to provide any notifications post booking - The bot should include a retry mechanism in case of booking failure. - Implement IP rotation to avoid getting blocked by the website. - Ensure session management to handle multiple requests efficiently. - The bot should accommodate bookings for multiple users simultaneously. - Create detailed error logs for troubleshooting. - Integrate with third-party CAPTCHA bypass services...

I'm looking for a professional to help me segment my email list. I have a CSV file with around 2000 emails, and I want it returned as a CSV that will work within my Omnisend. Key segmentation criteria: - Industry - Company - Position The segmented list should be organized as follows: - A single file with different columns for each segment. Please ensure that the formatting of the columns in the segmented file is in: - Lowercase Ideal skills and experience: - Proficient in data segmentation and CSV formatting. - Familiar with Omnisend and what works . - Attention to detail and ability to follow specific instructions.

Seeking expert to assist in configuring a straightforward Octoparse task.

I'm seeking a skilled web scraper to extract data from Google Maps, focusing on the commercial construction sector in Saudi Arabia. Key Tasks: - Scraping data for commercial construction companies - Collecting company names, addresses, mobile numbers, and emails Ideal Skills: - Proficient in web scraping tools and techniques - Familiarity with the construction industry - Understanding of data classification and organization - Ability to extract information from Google Maps Please note, the cities to be covered are not specifically mentioned. Therefore, the scraper should be able to cover all major cities in Saudi Arabia, focusing on commercial construction companies. The final data set should be comprehensive, including as many mobile numbers and emails as possible. The final dat...