Web scraping vs data miningemplois

I am seeking a talented Python developer to build a bot capable of handling multiple tasks. Key Responsibilities: - The primary tasks for this bot to automate are unspecified. However, it will involve either data scraping, managing social media postings, or executing email notifications, depending on freelancer expertise and recommendation. - The bot should be capable of interacting with multiple platforms or APIs. Suitable platforms can be anything from social media sites such as Twitter, Instagram, or Facebook, or others based on freelancer knowledge and appropriateness of the task. Ideal Candidate: - Skill and experience in Python programming are essential. - Previous work on similar projects or bots. - Adequate knowledge of platform APIs will be beneficial. - Please...

I need a proficient developer to create a chatbot specifically designed to extract and relay information from an odds matcher on Website 1. Primary Responsibilities: - Extract the match results - Identify the most suitable bets to place Required Skills and Experience: - Demonstrated experience in chatbot development - Proficiency in web scraping - Knowledge in betting industry is a plus - Familiarity with Website 1 (specifically oddsmatcher section) is beneficial The ultimate goal is to have a chatbot that can provide reliable and actionable betting details swiftly.

As someone who requires precise and quality data, I need an expert with a strong ability to gather text and numerical data through two methods: manual entry and data scraping. You should possess the following skills: - Manual data entry, ensuring accuracy and attention to detail. - Proficient in data scraping techniques from various sources. - Practical knowledge in handling a large amount of data. The purpose of this data will be determined at a later stage, though flexibility and adaptivity to different potential use-cases will be an asset. Ability to be precise with data entry is crucial. Applicants with prior experience in similar projects are favored. Please provide proof of your previous work.

I'm seeking an expert in audio processing to enhance the sound effects used in my Windows Desktop. We developed a video conferencing application by using electron. When the application was running on a Windows device, some echo problems occurred. Reproducible Steps and reason： when users A an...occurred. Reproducible Steps and reason： when users A and B were in a video conference if A shared the system audio, B's voice would pass through when B spoke. When A's system audio is played, and then transmitted back to B through A's audio sharing, so that B can hear his own echo. Up to that, we need a DEMO code that can handle this problem In mac, there are some open-source repos like soundflower vs black hole. Current open-source solutions similar to Mac in wi...

...need a capable web scraper who can extract data from the Vahan Parivahan government website. The data points needed include: - Insurance expiration date - Vehicle registration number - Vehicle owner's details - Vehicle's make and model - Chassis number - Mobile number (if available) Please have an understanding of the structure and content of the Vahan Parivahan website. Our goal is to gather comprehensive data on vehicle insurance status, with the additional details providing essential context. For delivery, I prefer the data to be organized in an Excel spreadsheet. As such, proficiency in Excel formatting and data organization will be crucial for this project. Ideal candidates for this job should have proven experience in we...

I have different website I would like to oxtract data related to boutiques and if possible their contact mail.

Our site: https://kareemkreations...collect 1000-5000 email addresses for small businesses, startups, and companies within the Technology, Finance, and Health and Wellness industries. Key tasks include: - Gathering job titles associated with the email addresses - Understanding the scope of our services to better match the target audiences The ideal freelancer should possess: - Proven experience in data scraping or a similar role - Expertise in capturing key data accurately could be a huge advantage - Familiarity with Technology, Finance, and Health and Wellness sectors - Capacity to effectively and appropriately align our services with the target profiles Your task will significantly contribute to our email marketing campaigns, hence, accuracy is paramount. Looki...

I'm in dire...professional web scraper who can meticulously extract data from numerous corporate websites. Key Project Deliverables: - The retrieved data should comprise demographic information from these websites. - The processed data needs to be delivered in a CSV format. Ideal Skills and Experience: - Extensive knowledge and experience in web scraping and data extraction. - Strong understanding of various data formats particularly CSV. - Good experience handling a variety of websites. - Ability to meet deadlines and deliver high-quality work. - Good attention to detail to ensure accuracy of scraped data. Your professional input in providing valuable data is deeply appreciated. Kindly showcase demonstrated e...

...04 and finally on ESP32 - provide test data into a resources folder to be able to run your implementations as unit tests - package builds via bash script and provide runner for unit tests - optimize the languages corresponding readability - provide best practice documentation Strong C/C++/Rust programming skills After this test project, we will assign you development tasks around our real requirements. So consider this as a test project to learn us, and to show your expertise The milestones to implement: MS1: - implement a GNSS / NMEA parser to parse sentences into usable data structures (structs, classes, ...) MS2: - fetch ESP32 states like battery SOC, RTC time every configurable seconds (default 60s) - persist each fetch of states into a data structure (rec...

...while designing our next logo. Your creative touch within these lines would mean the world to us! Font Preferences: Feel free to pick the font style that resonates with your vision. We might ask you to provide a second font if we feel that the one you used for the logo is not ideal to be used across our website. About the company: we are an iGaming hub for PvP games where we aggregate player vs player (PvP) games ranging from casual, shooter, strategy, to even esports games, in one accessible platform, where gamers can play and compete against each other on cash. Designed with the aim of levelling up the experience, our platform offers more than just gameplay. Players can delve into a multifaceted experience, where they can play on cash, earn native tokens, amass NFT items...

I need an individual proficient in Linux-based Python and Selenium for a data mining project of moderate complexity. The task at hand is scraping websites and databases, require someone capable of designing meticulous, effective data extraction mechanisms. Ideal Skills & Experience: * Proficiency in Linux, Python, and Selenium. * Proven track record in web and database scraping. * Ability to handle tasks of moderate complexity. Freelancer Application: Please include your experience with similar projects. Demonstrate instances where you’ve employed Python and Selenium for data mining tasks, particularly with websites and databases. Highlight any challenges you met and how you overcame them. We have a code prepared that has...

I am seeking a competent web crawling specialist who can efficiently extract text content from a specific website's news updates. Here’s what I require: • Extract information from news updates within the target website. • Save the extracted data in Excel format. • Deliver clean, organized, and structured data. Ideal skills and experience: • Expertise in web crawling and scraping tools. • Previous experience working with news or media websites. • Proficiency in data extraction and Excel. • Strong attention to details. I appreciate a freelancer who can show some examples of their previous data extraction projects, especially in a news context.

As a business looking to harness the predictive power of data, I'm in need of a custom Python project that uses an ARIMA model for time series forecasting. This will involve the analysis of industry data. Successful candidates should possess: - Significant expertise with Python programming and constructing ARIMA models. - Sound understanding and experience in data analysis, particularly relating to industry statistics. - Strong abilities in using Python for tasks such as automation and web scraping. - I will provide a data set of which the model should be created. Thank you for your interest and I look forward to your proposal.

I'm looking for a skilled guy in selenium and python; who is able to make a tool for collect info from amazon, following those feautures: 1. The script logs in to the affiliate account usin...extracted URL (these details will be scraped - Product Title, Category, Description, Image 1, Image 2 (if available), Image 3(if available), Number of Reviews, Starts(Rating) and Price) 6. It will then click on the “TEXT” option below “Get Link” on top and it will switch to the popup window and wait for the popup to load and extract the affiliate link from the text box within the popup. 7. After scraping the details for the products, it saves the product details to a new Excel file with above mentioned detail parameters and affiliate link. 8. Script will also displa...

As an active trader on TradingView, I am on the hunt for a developer who is well-versed in creating custom indicators. My current project revolves around the development and implementation of "order flow spx" as a custom indicator. SPX 0dte Script to show the FLOW coming in ,with gamma squeeze to show when theres calls being bought heavily vs puts Key Responsibilities: - Develop a custom indicator for TradingView based on Order Flow SPX. - Implement and test the custom indicator within my TradingView platform. Ideal skills for the job: - Proficient with TradingView and Pine Script. - Familiarity with SPX order flow analysis. - Strong understanding of trading and financial market concepts. - A good track record of creating custom indicators. - Debugging and problem-solvi...

I am searching for a skilled developer who can design a web scraper that retrieves daily data. The Requirements: 1. Scrape text content and Excel data from pre-determined websites (only 1-2 websites). 2. Set up the system for daily scraping duties. Ideal Skills And Experience: - Profound knowledge of different scraping tools and techniques. - Excellent problem-solving skills. - Experience with Excel and text data. - Ability to work punctually and reliability for daily tasks. This project might require some adjustments and optimization, so ongoing communication is essential. Clear communication abilities and good comprehension of English will be a plus.

...an expert freelancer capable in data scraping, particularly from an Excel database to LinkedIn. Outlined below are the significant requirements for this project: - Source data extraction: Skillfully extract Names, Email Addresses, Job Titles, and LinkedIn URLs from an Excel database. - Detailed profiling: Leverage both extracted data and set criteria including Location, Industry, and Experience Level, to find the relevant LinkedIn profiles. - Volume handling: There are over 500 entries in the database that need to be processed, hence experience in handling large volumes of data is necessary. The ideal freelancer for this job should have experience in data scraping, Excel, and LinkedIn search. They should also have a knack for detail, ...

Hi Arafa B., you did some work web scraping email addresses for me a few years back --- our business was then interrupted by COVID. We are back running again --- are you able to assist us again with some web scraping

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I am in need of an experienced Python bot developer who can focus on web scraping. The bot should be capable of scraping e-commerce websites for specific data. Tasks for the Bot: - Web scraping of e-commerce sites The Sites to be Scraped: - The bot will be tasked with targetting multiple e-commerce websites. Data to be Scraped: - The primary information to be scraped is the product information. Skills and Experience Needed: - Proficiency in Python, specific to bot development and web scraping - Experience with handling and parsing the complexities of e-commerce websites - Strong understanding of web scraping ethics and data privacy - Demonstrable success in similar projects is an advantage. I am hopin...

52,237 from various links in excel database This process should extract: - Product name - Artist - Design details - Print Size - Print Shape - Price (this will have several variables, depending on shape and size) -Design Details This needs to be entered into excel database & product images saved into a folder we will provide a link for in drive

I'm in need of a logo for my supplement brand that caters to health-conscious individuals. The Brand name is YvY, (stands for You vs You) The brand ethos centers around high-performance and athleticism. I'm envisioning a design that embodies a minimalistic and clean aesthetic. The logo should exude a sense of vitality, strength, and natural wellness. It is important to attract our target audience with a strong, dynamic and simple visual. Ideal candidates for this project will have experience in creating logos for health and fitness brands, with a flair for minimal elegance and an understanding of the health-conscious demographic.

...developer to create a script that will automate the process of web scraping for me. Key Project Tasks: * The sole purpose of this script is to extract metadata from specified web pages. * The script should be designed to handle web scraping duties specifically on News websites. Candidates who are eligible for this project should: * Have a strong background in using Selenium for web scraping tasks. * be proficient in Python programming, as this is the intended language for our scripting requirements. * Demonstrate a good understanding of how to extract metadata from web pages, particularly news sites. * Show a solid history of past success in similar projects, highlighting the successes they've had in using Selenium for ...

...collect specific data from 3-4 diffrerent sites. The Scrapper will need to ensure that it collects unique data between multiple sites, it should be capable of crawling links and building complete information records. All data will be written in MongoDB using Mongoose and built in Vite with React and MUST be Typescript based. The tool will perform the following tasks: - Crawl 5-7 different websites which I will specify. - Collect user specific data from these sites that will consist of: Text content, images, and links. The tool should be developed using Vite (), Typescript, and Puppeteer, MongoDB and Mongoose. As such, the ideal freelancer for this project should have: - Proficiency in Vite (), Typescript, and Puppeteer - Proven experience in web...

I'm looking for a skilled developer who can create a script or programme for me, to book the appointment from tls contact automatically. Key Features: The script or program should be capable of booking appointments without any manual intervention. Ideal Skills/Experience: Web scraping Web automation- python playwright Overcoming Ip blocking or ReCaptcha Protected websites Qualifying freelancers should be able to demonstrate a keen understanding of automation and integration techniques and also provide samples of similar projects they have completed in the past.

...create a data crawler that can efficiently harvest text data. The main area of focus for this project is to extract data from the MCA (Ministry of Corporate Affairs) of newly registered companies. Key Functionalities: • The crawler should be designed to extract text data. • It should specifically retrieve MCA data concerning newly registered companies. Expected Results: The solution should result in an efficient, accurate extraction of data from the designated sources, presented in a convenient, readily usable format. Timeline: The project needs to be completed within a month. Ideal Candidate: The ideal candidate for the project will have: • Extensive experience in data crawling and programming. • Demonstrated ab...

I am in search of a freelancer to assist me in identifying the best-selling products across various categories on Amazon. In this project, you will: - Resea...- Provide a comprehensive analysis of each of the products you've identified, including their prices, ratings, reviews, and sellers. The candidate must have a solid understanding of Amazon market dynamics, an eye for high-quality and popular products, and expertise in data analysis and web scraping. Time is of the essence for this project. Therefore, I would prefer someone who can deliver the results quickly and efficiently. Your proven track record in similar projects will be a plus. Skills needed: - Web Scraping - Data Analysis - Knowledge of Amazon Market - Critical and Analytical...

I am seeking a talented data scientist, adept in the creation of scatter plots. This project will primarily focus on the visualization of my unique dataset, to look deeper into the correlation between age and spending habits. Key responsibilities: - Creating scatter plot visualizations - Analyzing and understanding Age vs. Spending patterns - Pulling insights from the scatter plot visualizations Ideal Skills: - Proficiency in data visualization and data mining. - Strong analytical skills and ability to work with large data sets. - Experience with scatter plots, ideally in a financial or e-commerce context With your help, I look forward to understanding how age and spending intertwine in my dataset. I anticipate that your professional and effi...

I am looking for someone experienced in Arduino and RFID technologies to develop an Arduino UNO-powered breathalyzer project. Since I haven't yet decided if the breathalyzer will be for personal or commercial use, this could shape the route taken during developmen...- An optional feature would be a speaker that imitates car ignition sounds, depending on the availability of this module. Ideal Skills and Experience: - Proficient in Arduino and RFID technologies - Practical expertise with LCD character displays - Experience with developing breathalyzers is desirable - Capacity to adapt to potential functional changes depending on usage of the project (personal vs commercial) Please provide examples of similar projects you have completed in the past, if any. Looking forward to he...

Only Indian Freelancer need to apply I need an expert in lead generation, pa...for free of cost. You can go through the website for more info on what is the service we provide. Ideal Skills: - Proficient in data mining and data analysis - Strong knowledge of India's co-working spaces and virtual office provider market - Excellent communication and networking skills The successful applicant will be able to demonstrate a track record of generating quality leads in this (or a similar) sector. Please include examples of your previous experience in your proposal. We needs 100 Leads and we will pay Rs 50 Per Lead 100 X 50 = 5000 . Also we will provide Rs 1 Per Database collection . Total Data base required is 1000 . we will pay Rs 1000 X 1 = 1000 Extra f...

We need an entire domain to be scraped. The domain has around 1 million links. The domain is well protected by CloudFlare. You can do this manually or automatically. I need every single site belonging to the domain to be saved fully in html alongside its resources (JavaScript, images). You should also download any CSVs, Excel files, Word files, or PDFs in the domain. This should be seriously completed, within a few days. We are looking for competitive people. You will need to provide a sample of 100 pages before assigning the project to you.

I want to obtain the information of this bible: This is the Genesis website but it has to be about all the books. The important thing about this project: You have to get all the data now an example of the tables Tables and Their Fields Books book_id: Primary key, unique identifier for each book. name: Name of the book. testament: Indicates whether the book belongs to the Old or New Testament. Chapters chapter_id: Primary key, unique identifier for each chapter. chapter_number: Number of the chapter. book_id: Foreign key referencing book_id in the Books table. Verses verse_id: Primary key, unique identifier for each verse. text: Text of the verse. verse_number:

I'm urgently in need of a sterling professional w...urgently in need of a sterling professional who can efficiently locate accurate mobile numbers from GST numbers. It’s paramount for my business to swiftly make direct contact with specific enterprises. Requirements: - Proven track record in utilizing appropriate software or data mining techniques to extract tangible results - High precision, accuracy, and attention to detail are paramount - Speed is of the essence as I’m looking to have this task completed ASAP. The ideal freelancer would have previous experience in similar data gathering, an excellent understanding of the GST system, and the ability to deliver fast results. Proper verification techniques should be applied to ensure near 100% acc...

...who can help me scrape data from Google Places for certain businesses in the USA and Australia. The businesses in focus mainly include cafes, bars and paintball venues. The data I would like scraped and compiled consists of the following details: - Business name - Address - Reviews - Business description - Photos - Geo coding Your Skills and Experience: To ensure the success of this project, the ideal freelancer should bring the following to the table: - Proven experience with data scraping projects - Familiarity with Google Places API - An ability to deliver accurate, well-structured data - An understanding of the nature of cafes, bars, paintball venues or similar businesses Application Requirement: When applying, kindly provide examples of an...

...bolster my client list on a national scale. I'm particularly interested in finding B2B leads. To succeed with this project, you should have: - Extensive experience in lead generation, preferably in the tech sector. - A proven track record of finding, analysing and tracking B2B leads. - A high proficiency in using various lead generation software/tools to optimize results. - Excellent skills in data mining, profiling, segmentation and predictive analysis to define potential clientele accurately. - Updated knowledge of national markets and strategies to exploit them effectively. I anticipate only considering bids from freelancers/teams who have previously undertaken and achieved success with similar technological lead-generation tasks. Your proposal should outline you...

...an experienced data scraper to extract and compile data from public sources into a designated Excel spreadsheet format. The spreadsheet has 9 columns comprising of information such as Private Lender, Mailing Address, State, Zip, Site Address, Loan Amount, Transaction Date, and Purchase Price. While the source of the data hasn't been specified, it's understood it will come from public databases. Ideal Freelancer: - Extensive experience in web scraping and data extraction from various sources. - Proficiency in Microsoft Excel for the precise structuring and formatting of data. - Attention to detail, ensuring all data points are accurately covered. - Able to handle unspecified data sources. Note: While skills or to...

I am looking for an expert to conduct a comprehensive study comparing streaming and cable services. As a user, my primary concerns are the cost and channel selection. Key Responsibilities: - Compare the cost-effectiveness of both streaming and cable services. This is of paramount importance to me, so a detailed breakdown is required. - Explore the range of options available in terms of a channel across both platforms, with a focus on services that offer premium content. Ideal Skills and Experience: - Knowledge and experience in market research, particularly within the media and entertainment industry. - Strong analytical skills with the ability to present findings in a clear and concise manner. - Familiarity with various streaming and cable platforms would be an added advantage. Ulti...

I need an experienced web scraping expert proficient in Beautifulsoup. As much as I'm looking for technical skills, I am specifically interested in individuals with a history of successful similar projects. For this work, familiarity with Amazon website data extraction is much preferred. Although I've not specified a frequency for the scraping, I would love to discuss this upon starting the project. Ideal Skills and Experience: - Proficiency in Python and BeautifulSoup - Past experience in web scraping activities - Familiarity with Amazon's site structure - Good communication skills Do ensure to include examples of your past work in your application, particularly those related to Amazon. Looking forward to seeing your proposals!

I'm seeking a professional experienced in extracting text data from specified websites. Scope of work includes: - Identifying and extracting important text data from websites provided - Ensuring extracted data is accurate and delivered in a well-organized manner Potential candidates should have: 1. Proven skills in data extraction and web scraping. 2. Experience with accuracy and attention to detail. 3. Prior experience with text data extraction projects preferred.

I'm seeking a skilled web scraper to help me extract historical sales data from a website. The Challenge: I have a Python script using Selenium and Anticaptcha that's close to complete, but it's facing a persistent recaptcha issue. Even after successful captcha solving by Anticaptcha, the puzzle sometimes reappears. What I Need: A web scraping expert who can: Fix the recaptcha issue within website terms of service. Make the code run without entering into issues. For an experience scraper this shouldn't take more than 1-2 hours. So its easy money

Project Overview High quality web scraping script required to scrape data and images off specific webpages & store data of each listing & new listings in our existing MySQL DB. The script essentially monitors for new listings on various pages & scrapes this data. Then we also need 2 simple API endpoints that output data from the table in simple application/json format.

...DESCRIPTION BELOW TO GET A BETTER UNDERSTANDING OF WHAT IS NEEDED. THANK YOU] I am looking for a Data Engineer who can help automate the collection and processing of data, utilizing web scraping technology, APIs, and python libraries like beautiful soup for processing. For this project, the main tasks include: - Designing and implementing effective scraping systems to collect and process data - Integrating to our current system Skills and Experience Ideal candidates for this project should have: - Proven experience in data engineering, API, ETL, and scraping projects. - Proficiency in Python Libraries such as BeautifulSoup or Scrapy. - Demonstrable past work related to data science or data engineering Here are...

...beyond. The scope of the task is substantial, and we estimate about 1,000,000 to 1,300,000 companies to be covered. What exactly are we looking for? Here's a priority list: - Emails - Addresses - Phone numbers - Decision Makers (if possible, and if publicly available) Ideal Skills and Experience: - Solid expertise in Web Research - Proven track record in Data Mining - Familiarity with diverse industries - Data entry accuracy and speed - Competence with extracting contact data - Understanding of marketing and business development needs This is a big project, and we need someone committed, reliable and highly efficient. Could that be you? Let's find out! The companys we are seeking is in Sweden....

I am in need of an experienced web developer who can create a webpage that monitors the price on another website at specific intervals. Key Requirements: - The page should automatically track the hourly price of this specific gold bar on a specific site. - The page needs to check the price every 30 minutes and maintain a record of the prices throughout each day. - The price data should be presented in a simple table format. the best price of the day should be highlighted. Ideal Skills and Experience: - Proficiency with backend development to handle the automation of price checking. - Experience with web scraping would greatly aid in extracting real-time data from the designated website. - An understanding of how to take the obtained raw data...

...pre-existing data. Hence, the ideal freelancer should: - Gather, cleanse, and analyze data: Considering the lack of available data, I require someone skilled in data collection methods, which may include surveys, interviews, web scraping, etc., and subsequent data analysis. Your responsibility starts with gathering applicable data pertinent to our business. - Understand the business and its needs: To implement a revenue-focused analytics project, it's a foremost requirement to understand my business deeply. This calls for experience in business management, sales, and finance, along with a knack for data interpretation to extract meaningful information. - Propose valuable data sources: As I am open to collectin...

...to build a job aggregator with robust web scraping capabilities. This platform will be instrumental in collecting job listings from different job sites into one overarching catalogue, facilitating an efficient job hunting experience for users. Key Functionalities: - Develop complex scraping tools to extract job listings daily from LinkedIn, Jobstreet, and Google Jobs. Strong experience in web scraping and dealing with CAPTCHAs, AJAX, and dynamic websites is required. - Implement functionality for new job postings to be submitted via a form on the website. Deep understanding of user-interface and experience in form design and submission is a plus. The successful freelancer must have a good understanding of job search engines, aggregator platforms, and...

I am in need of an experienced Python developer who can help with a variety of stock market related tasks. Key competencies for this job are: - Mastery in data analysis and visualization - Skills in web scraping and automation - Knowledge in machine learning and AI Specific tasks will include real-time stock data monitoring, historical stock data analysis, and portfolio management and tracking. All data will be sourced from Google Finance. Thus, having experience or familiarity with this data source would be a considerable advantage. Please submit your bids having these requirements in mind.

...developing and maintaining web applications, ensuring optimal performance and scalability. Key Responsibilities: - Develop and maintain web applications using Django, Flask, and Python. - Integrate frontend technologies such as JavaScript and React JS to create seamless user experiences. - Utilize Axios/AJAX for promise-based HTTP requests and manage state in React applications. - Implement Docker for application containerization and streamline deployment processes. - Deploy applications on cloud platforms like Digital Ocean, ensuring high availability and scalability. - Manage databases using SQL, Postgres, and MongoDB, ensuring data integrity and efficiency. - Work with JSON for data interchange and leverage Pandas for data analysis and manipulation...

We are specifically looking for your companies that offer trips to Bali & Indonesia. We need a professional company with a track record of large database creation & trackable email marketing with high inbox landing success. We want to send 3 plain text emails to tour companies in these 5 countries offering them commissioned work for sending us hiking customers. You must be able to scrape the web as well as facebook and instagram for tour operators in Malaysia, Indonesia, Singapore, & China. You must be able to keep these list separate so we can send the email to them in their own language. You must also be able to then send those emails with trackable results. You must also deliver the lists to us for future use. Please explain how you plan to go about this, and p...

I need a freelancer to create a complete directory of vegan companies worldwide any company that does vegan products , sells vegan services . the data must be categorised per industry . The main task of this project is web scraping to compile a comprehensive list of vegan companies. I want to prioritize data from company websites. so i need at least 100 vegan restaurants , grocery stores , manufacturers of food products , hotels that are vegan , or offer vegan meals , airline companys , vegan leather companys , vegan nutritional specialists , Vegan Doctors , that are vegan from each country . start with major cities in the world . countries USA . canada , uk , spain , south africa , austrailia, India , Key pieces of information needed for every company: - Co...