Mining qldcông việc

Đề tài về dự báo doanh số bán hàng dựa vào dữ liệu quá khứ có kết hợp yếu tố mùa vụ. Đã có data và đã viết được 50% giờ cần tìm người hỗ trợ. Cần tìm người biết về Data Mining, Data Science (ưu tiên biết Python) để hỗ trợ (I need people who know Vietnamese)

Đây là dự án nhỏ về mining data sử dụng python hoặc ngôn ngữ data sử dụng dataset Online-Retail: https://archive.ics.uci.edu/ml/datasets/Online+Retail?fbclid=IwAR16fO3qDoXA1ju2iux_pAmREQ4Yigu5DzooF3J2OwmENv_DQYdPrTGyeeQ#. Cài đặt thuật toán fuzzy weighted association rules để tìm kiếm association rules dựa trên datasets trên và so sánh với luật tìm được khi sử dụng thuật toán apriori.. File tham khảo ở dưới

Đây là bài toán phân loại trong Data mining. Input: thông tin khách hàng của ngân hàng Output: nhãn phân loại Sử dụng thuật toán support vector machine (SVM) để phân loại dữ liệu khách hàng thành 2 loại là có khả năng đem lại lợi nhuận và ko có khả năng đem lại lợi nhuận.

I'm in need of help with fetching influencer data from Instagram, YouTube, and TikTok. The specific data needs are not completely defined at this moment, so the ability to adapt is essential. The end goal of this data collection is currently open-ended. Key skills and experience needed: - Deep understanding of Instagram, YouTube, and TikTok - Experience in data mining or web scraping - Proficient in data analysis - Flexible and adaptable work approach.

I am in need of a logo for a startup mining consultancy, and I would like it to be minimalist in style. The main colours I am looking to be incorporated are Green and Grey. I have had a play around online and managed to make something that is close to what I am looking for which I have attached, I would like the writing to be a bit clearer than this example. The company logo would need to be embroidered on shirts so keep this in mind. Key requirements: - Minimalist style (similar to attached) - Include the company name 'Ready Mining' - A unique symbol that could be used stand alone logo for the company on things like job ads or letterheads without the company name and still recognised. - Incorporation of Green (however colour not super important at this stage and h...

I am looking for a person who can do data mining for contact details including the whatsapp number of ielts institutes own which are located in Haryana, Punjab, and Gujarat Job Responsibilities 1 you have to update daily google sheet 2 it is upto you how you do data mining, by calling or by some software 3 the contact details you will deliver were used by our telecaller team 4 we want to contact the owner regarding to our ielts product I will create and release milestones on every Saturday, please bid your weekly milestone budget not monthly

I need a tool that can search multiple sheets in an Excel workbook and copy specific rows to a new sheet based on manual selection. The core requirements of the tool are: - Searching across multiple sheets to find specific data. - Allowing me to manually select a specific number of rows from the search results for copying. Given these criteria, the ideal tool would be: - Capable of working with Excel files. - Providing a user-friendly interface for easy manual selection. If you have experience with these requirements, please reach out.

...in Zambia for a Bitcoin mining operation. The chosen freelancer will help me with the following tasks: - Research and identify suitable land for Bitcoin mining in Zambia - Find out the rental cost of land suitable for Bitcoin Mining - Find out the the cost to install 250kva transformer in the proposed Land - Find out the power cost per kilo-watt hour when using 250kva transformer - Consider the best location in terms of cost-effectiveness for the Bitcoin mining operation Skills required for this project include: - Strong research skills, particularly in the Zambian market - Excellent negotiation abilities - Knowledge of the cryptocurrency industry, particularly Bitcoin mining - An understanding of how to calculate and assess power consumption for B...

I'm looking a freelancer based in Texas, specially in Rockdale Texas Here's what I need: - **Rental Land Rate Optimization:** Since cost is a critical factor, I need a freelancer who can find me the optimal land rate for my Bitcoin mining business. This would involve conducting thorough market research in Texas to determine the best rental rates available. 500 to 1000sqm need open land size with available electricity for bitcoin mining. - **Natural Gas Cost:** . Search for lowest cost (wholesale cost) of natural gas delivered to the proposed site(land) by truck per 1000 cubic feet or per 1 Dekatherm. Skills and experience that would be ideal for this project include: - **Logistics Expertise:** A deep understanding of the logistics industry is essential to help...

I am in need of a professional data collector/detective who is well-esta...information of 300 specific companies across these regions who own Hotels. The list of companies will be provided upon project initiation. Some contacts will be easily found in Linkedin, others will need deeper research. So please don't apply if you only use Linkedin for your research. Skills & Experience: • Familiarity with the business landscape in Australia and Asia • Proven experience in data mining and data verification • Effective communication and swift execution Your role involves not only finding the precise contact details but also ensuring their validity. Please pitch your proposed method, timeline and bid with your experience in similar past projects. Looking forward to...

...passionate about transforming large volumes of data into actionable insights. Responsibilities: Design, construct, install, test, and maintain highly scalable data management systems. Ensure systems meet business requirements and industry practices. Integrate up-and-coming data management and software engineering technologies into existing data structures. Develop set processes for data modeling, mining, and production. Employ a variety of languages and tools to marry systems together or try to hunt down opportunities to improve existing systems. Collaborate with data architects, modelers, and IT team members on project goals. Conduct data analysis and model development to support machine learning and predictive analytics. Implement machine learning models into production, incl...

...comprehensive listing of Oracle EBS customers within the manufacturing sector in USA. This is a sizable task as it requires the creation of a list featuring more than 500 companies. In the details you collect for each organization, I'd like to see the following: - Company Name - Contact Person Name - Contact Person Email. The ideal candidate for this task would be someone who is proficient in data mining and possesses broad knowledge of Oracle EBS customers in the manufacturing, retail, automotive industry. Prior experience in CRM database creation would be an added advantage. It's essential that all information gathered adheres to privacy and data protection laws, ensuring a legally compliant list. So, a freelancer with a keen understanding of these laws would be ...

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 ...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 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 board, and let's rev...

...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 of all accessible information per entry is needed. Your expertise in internet research, data mining, and Excel is crucial for the successful completion of this project....

...Proficiency: You must be skilled in Python for this project. Experience in using Python for data analysis is a definite plus. - Dataset: I will provide the dataset which you will be working with, so you should be comfortable working with provided data. this is the question : In this question, you will use the dataset made available to the public by: S. Moro, R. Laureano and P. Cortez. Using Data Mining for Bank Direct Marketing: An Application of the CRISP-DM Methodology. In P. Novais et al. (Eds.), Proceedings of the European Simulation and Modelling Conference - ESM'2011, pp. 117-121, Guimarães, Portugal, October, 2011. EUROSIS. The data is related to a direct marketing campaign conducted by a Portuguese financial institution. The raw dataset has been modifie...

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I have a son, he's 15 years old. I want him to study as a supplement geology, namely Economic Geology (mining of minerals such as petroleum, gases, coal, etc.) I need a teacher who: 1) understands the subject himself; 2) is able to present these topics to the student in a competent way. The lessons will be done online, and the expected workload is +-5 lessons per week, one and a half hours each. The teacher will be responsible for the development of the course. We live in Chicago. - Desired Skills and Experience: Deep understanding of and experience in Petrology, Paleontology, Mineralogy, and Economic Geology are a must. Previous tutoring or teaching experience is a big plus.

I'm seeking a skilled professional to aid in the procurement plan for an upcoming mining project. We will be focusing on securing necessary services for optimal mining operations and production. The individual will need: - project plan and execution of early mine stage , mine development. - Expertise in procurement strategies and cost-effective solutions - equipment list - Professional communication and negotiation skills Through collaboration, we hope to secure the best services that will ensure the success of our mining project while maintaining conformity with set budget limitations. Prior experience in similar projects will be highly beneficial.

I am in need of an expert who has access to Rocket Reach for email procurement. Unfortunately, I do not have information on industry targeting or the exact number of emails needed at the moment, but this will be provided during the project process. Important skills: - Experience with Rocket Reach - Attention to detail - Experience in lead generation and email mining Please be prepared to discuss your approach to these tasks.

I am in search of skilled data miners to assist with a project that involves extracting employer information from Indeed.com. The focus is on identifying businesses hiring in three specific categories: CDL drivers, accounts, and healthcare, located within the Bucks County addition to basic details, I require the extraction of contact numbers, email addresses, and website links for these businesses. If you have experience in similar data extraction projects and are interested in this opportunity, please respond with your availability and any relevant examples of your past you for your consideration.

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.

I am seeking a proficient data collector who will assist me in acquiring vital information necessary for our sales and marketing campaigns. You'll be tasked with compiling a reliable list of emails and phone numbers for technology directors in K-12 school districts that I will specify. The ideal freelancer for this project: - Has a solid background in data-mining - Understands US K-12 Education System - Is meticulous and accurate The required data should include: - Technology Director's name - Their emails - Their contact numbers Accuracy and timeliness are critical for this project. Please only commit if you are confident you can deliver with great efficiency. This is a great opportunity for you to display your ability to garner high-value contacts and contribute...

I have an Excel spreadsheet containing a list of data, from which I...- Extract email addresses: You'll need to go through the spreadsheet and locate email addresses contained within the data. - Excel Organization: The extracted email addresses should be neatly and accurately organized in the Excel spreadsheet. Each email should be placed in a separate cell. Ideal Skills: - Proficient in Excel: Ability to efficiently navigate and manipulate data in Excel. - Data mining and extraction: Skilled in identifying and extracting specific data from larger datasets. - Attention to detail: Accurate organization of email addresses is crucial. - Time management: Ability to work efficiently and meet deadlines. Please let me know your experience with similar tasks and how you would approac...

I am currently seeking a professional who can obtain email contacts for facilities maintenance staff for business introductions. These introductions will focus on the services and physical products my company offers. Ideal candidates should be experienced in: - Data mining or gathering - Understand privacy and act compliantly The aim is to reach out to potential customers for vendor outreach. The successful freelancer will skillfully gather legitimate contact information without breaching privacy rules. Familiarity with the facilities maintenance industry would be a bonus but isn't essential.

Looking for a proficient researcher to provide comprehensive research services e.g., market trends, competitive analysis, industry insights. The ideal candidate will have a knack for gathering...Verification form with Sign and Stamp along with verifier details. 2. 5-6 geotagged photos in which name board of Issuing Authority is visible. 3. In-case of refusal, I need written refusal statement with Sign and Stamp along with detail of person i.e. name, designation, email and phone number. Ideal candidate should have: - Proven experience in market research, competitive analysis, and data mining - Understanding of primary data collection - Excellent analytical and communication skills Please note that this is a comprehensive research project, so a high level of detail and accuracy is ...

As a specialist in the mining industry, I am seeking Australian Perth based dedicated Recruitment Consultant to handle the core responsibilities of sourcing candidates, conducting interviews and negotiating job offers. Key Responsibilities: - Sourcing Candidates: The ideal candidate will be actively sourcing and recruiting potential candidates within the mining sector. This involves identifying suitable candidates through various channels, such as job boards, social media, and networking. - Conducting Interviews: The selected consultant will be responsible for conducting thorough interviews with potential candidates. This includes screening, evaluating qualifications, and assessing competency against the desired criteria. - Negotiating Job Offers: The recruited consultant w...

DO NOT BID OFFERING FB ADS, DATA SCRAPE, LINKEDIN DATA, OR SOME OTHER MARKETING. I POSTED THIS PROJECT LOOKING FOR PEOPLE THAT HAVE TH...details, and investment preferences of the individuals. - Specific Criteria: The potential leads should be based on specific location and property types. I'm looking for an expert who can provide high-quality and comprehensive lists of Real Estate Investors and Real Estate Owners in each of these regions. Ideal Skills: - Experience in real estate lead generation - Strong research and data mining skills - Familiarity with UAE (Dubai), Gulf and UK real estate markets - Ability to compile and organize detailed lists effectively Please ensure that the information provided is accurate and up-to-date. Your assistance will be great...

I am in need of a freelancer experienced with lead generation within the business sector. The chosen freelancer should have prior experience in id...experience in identifying business leads through various channels. Strong research and analytical abilities are required for this task. Key Responsibilities: - Using data-driven research strategies to identify potential business leads - Acquiring accurate and up-to-date contact information, with a preference for email Ideal Skill Set: - Experience in B2B Lead Generation - Proficiency in data mining and online research - Strong knowledge of lead generation tools and strategies - Expertise in email marketing and communication strategies Please submit any past experiences in this particular area and be ready to provide results-driven s...

I'm looking for an expert in data extraction and parsing, capable of developing a robust system for scanning resumes and extracting a multitude of ...Information - Family Details - Educational Background - Language Proficiency (both native and acquired) - Marital status - Data on children After the extraction is completed, you'll also be responsible for parsing this data onto our website. It should be presented in a neat, tabular format that's easy for users to discern and understand. This job is perfect for freelancers with a knack for data mining, extraction and web page formatting. Familiarity with multiple programming languages and a strong understanding of privacy laws related to personal information are essential. Candidates with prior experience in similar pr...

...contact phone number * Business owner/executive contact email address * Business website (if any) For Property owners: * Property address * Property city * Property size (square footage) * Owner business name (unless individual owner) * Owner name * Owner phone number * Owner email address * Owner website (if any) The ideal freelancer for this project should have a proven track record in data mining, web research, and lead generation. A keen attention to detail is also important to ensure the accuracy of the mined data. Strong knowledge in utilizing different tools and strategies to scrape this information is a major plus. Experience in real estate or business to business lead generation projects will also be beneficial. The goal is to have a well-curated list of contacts co...

I need comprehensive details extracted from the Parivahan vehicle RC database. Data output must be within range upto 1k range at once. Specific requirements include the: - Owner's name - Registration number - Vehicle model and make - Insurance expiration date - Owner contact number The need is urgent, so a quick turnaround is vital. An adept hand at data mining, especially relative to the Parivahan database, would be an asset. Familiarity with Indian vehicle registration systems or similar projects will also be advantageous. The project should prioritize accuracy of data above all, and a proven record in precise information extraction is essential.

...collectively validate and record transactions on a public ledger known as the blockchain. The Mechanics of Bitcoin At its core, Bitcoin is a digital asset that can be exchanged and transferred electronically. Each Bitcoin is represented by a unique cryptographic code stored on the blockchain, which ensures the integrity and security of the network. Transactions are verified through a process called mining, where miners compete to solve complex mathematical puzzles in order to add new blocks to the blockchain and receive rewards in the form of newly created Bitcoins. The Advantages of Bitcoin Bitcoin offers several advantages over traditional forms of currency and payment systems. One of the most notable benefits is its decentralized nature, which eliminates the need for interme...

I am in need of a seasoned data analyst who can effect...project for me. The main purpose of this project is: - Utilizing numerical data, categorical data, and time series data - Creating clear visual representations to aid in identifying trends and patterns - Spotting anomalies and outliers - Comparing various datasets An ideal candidate for this project would have a strong background in data analytics, preferably with previous experience in data mining and predictive modeling. Mastery in utilizing data visualization tools and software is also crucial. You should be able to understand and interpret complex data, and not only represent it visually but also spot anomalies, outliers and perform comparisons between different datasets, ultimately providing deeper insight into the anal...

...collectively validate and record transactions on a public ledger known as the blockchain. The Mechanics of Bitcoin At its core, Bitcoin is a digital asset that can be exchanged and transferred electronically. Each Bitcoin is represented by a unique cryptographic code stored on the blockchain, which ensures the integrity and security of the network. Transactions are verified through a process called mining, where miners compete to solve complex mathematical puzzles in order to add new blocks to the blockchain and receive rewards in the form of newly created Bitcoins. The Advantages of Bitcoin Bitcoin offers several advantages over traditional forms of currency and payment systems. One of the most notable benefits is its decentralized nature, which eliminates the need for interme...

As a detailed-minded individual who needs precise data for my endeavors, I am currently in need of enthusiastic freelancers with a specialty in data mining. - Required Skills: You should be able to comfortably scrape both text and numeric information off a webpage, particularly from Website 1. Your expertise should shine in extracting specific types of data, ensuring highly accurate data acquisitions. - Project Requirements: I don't need all information from the entire site. I am targeting very specific sections for data mining. Therefore, your ability to scrutinize site details and pinpoint the highest quality information will be essential for this project. I am looking to data scrap the real estate agents of 20 suburbs but will do this in smaller projects depending ...

My project requires the assistance of an experienced data analyst or data miner. I'm working on a market research project, which requires the extraction of text data from a specified website. Here are the specific details: - Task: Extracting text data from a website for data analy...experienced data analyst or data miner. I'm working on a market research project, which requires the extraction of text data from a specified website. Here are the specific details: - Task: Extracting text data from a website for data analysis - Output: All extracted text data should be provided in a CSV file Given the nature of this project, prior experience in web scraping, data extraction, or data mining is highly desirable. The ability to accurately extract data and transfer it into a CS...

...name, state, street address, and zip code for these firms, but now I need someone to mine the contacts within them. I would like to start with 150 companies but I will need thousands very soon. This will be an ongoing relationship. Specifics include, but are not limited to: - Facility Managers - Construction Managers - Building Managers - Maintenance Managers You should have experience in data mining and web scraping, showcasing a solid understanding of how to extract specific information from given sources. A background in extracting information specifically for real estate industry firms would be a significant advantage. Furthermore, accuracy is of utmost importance to this project. The contacts mined should be accurate and relevant, avoiding any erroneous or mismatched co...

I'm in need of an experienced Lead Generation Specialist who can assist with discovering B2B leads in the toy industry based on specific selection factors. - Locate Leads: You'll need to find businesses in the toy industry that meet specific criteria. - Criteria: Focus on company size and location for the selection process. Ideal skills: lead generation, B2B marketing, data mining Experience in the toy industry is a plus but is not required. Familiarity with recognized databases and lead generation tools is highly desirable.

I'm seeking a skilled planner/scheduler proficient in Primavera P6 to assist with the implementation of a cu...multiple small to medium-sized metal fabrication and manufacturing projects in a fast paced jobbing environment. This individual will be primarily responsible for scheduling current and new projects and resource management. Key Responsibilities: - Project scheduling - Resource management Ideal Skills and Experience: - Proficiency in Primavera P6 - Experience with manufacturing projects for mining industry clients - Capable of handling 100 plus tasks Your expertise will be invaluable in effectively allocating resources and maintaining optimal productivity throughout the course of the projects. We initially envisage a 3 month project with potential for an extensi...

Hi Md I., I have another data scraping job, I need a list of all the address - seperated by street number with street name, suburb, state and postcode in excel. The suburb is Hope Island QLD 4212 in australia. Are you able to assist?

I'm looking for a competent and experienced professional to establish a Linux-based Bitcoin mining rig using CGMiner software. I want to venture into cryptocurrency, specifically Bitcoin mining. Essential Skills: - Expert knowledge in setting up and operating Bitcoin mining rigs - Proficiency in Linux-based operating systems - Understanding of CGMiner software Any proposals should detail how you approach the setup and maintenance, and highlight your relevant skills and experience in the area of Bitcoin mining and the specified software and OS.

Hourly paid job with great PERFORMANCE BONUSES. [please read it carefully, I'm here to really hire someone, so be attentive to the details] I'm starting a new business and using Instagram and LinkedIn as marketing channels. I need help with various small and simple activities such as: (1) Mining (searching for) viral Instagram Reels and (2) creating a relation with my niche - could be a description, comment or title. I need to post 1 Reel per day. You'll send me a few Reels per day and I will remix the one I see more potential. Evaluation: I will evaluate your job constantly based on the quality of your searches and of course, if it goes viral, that's an indicator too. ***If the Reels goes viral, I will give you 1 PERFORMANCE BONUS (A). ***If we reach 5...

I am in need of a detailed research project that seeks to uncover the owner information of all shopping centers in Montgomery, AL. The scope of this task is broad – you will need to find information on more than 20 different centers. Primary research fo...task is broad – you will need to find information on more than 20 different centers. Primary research focuses: - Gathering contact details of the owners - Identifying the property management companies for each center I am considering candidates who are able to deliver detailed, accurate, and current information. Attention to detail is key. Previous experience in real estate research and data mining will be an advantage. If you have a background in this field and have the analytical skills to complete the task, plea...

...Zambia. The ideal candidate for this role will have experience in: - Electrical installations for industrial properties - Logistics planning for electrical installations - Previous experience in building BTC (bitcoin) mining facilities - find rental cost of land (a empty lot) suitable for bitcoin mining - cost to zesco to install a 300kva transformer at the land - local guide to assist our personnel in the area Your primary task will be to help plan and execute the electrical installations for our mining facility and to find suitable place to building BTC(bitcoin) mining facility. This will include setting up lighting, power outlets, and motor control systems throughout the building. Your attention to detail and ability to work in a timely manner w...

I am seeking to connect with a gifted social media marketer who can help me develop my content and brand marketing. The ideal candidate should be able to create and manage a variety of content geared towards consumers...ideally focusing on consumer audiences. However you may be new and building a business but have the talent to help us. - We would like to see some of your work. A portfolio showcasing high-quality blog posts, videos, and infographics. - Understanding of SEO and social media best practices to ensure content performs well. - Ability to tailor content to suit different platforms and mediums. Ideally, Qld based. This is an exciting project for a creative and analytical digital marketer. If you have the skills and the drive to make my content stand out, I'd love to...

...in need of a data mining expert proficient in Python, machine learning, and Selenium to facilitate a data mining project. If you are interested, so there would be 2 contract fix rate $50/country flow, and $3-5/hr for code's maintainance. Depends on your profile’s experience. $10/script for easier works (like scrap-data transferring between GS&SQL), - Purpose of the project: The primary objective is to extract valuable information from a large set of data. The specific type of data to be mined will be shared with the successful candidate. - Skills and Experience: - Proficient in Python - Hands-on experience with Selenium - Thorough understanding of machine learning algorithms - Experience in handling large sets of data - Strong knowle...

Seeking Expert Lead Scraper for Commercial Window Tinters in Brisbane, QLD, Australia Are you a skilled lead scraper with a knack for precision and detail? We're in search of a freelancer who can provide high-quality leads specifically tailored to our requirements. Project Details: Target Location: Brisbane, QLD, Australia Industry: Commercial window tinting Lead Criteria: Business name Phone number Email address Physical address Geographical Range: Within a 50km radius of Brisbane, QLD 250 leads required Requirements: Accuracy: We require active and accurate leads that meet the specified criteria. Delivery Format: Leads must be supplied in an Excel spreadsheet for easy integration into our systems. Timeliness: Prompt delivery of leads is crucial for our busi...

I require detailed drawings for a zoning/permitting project, specifically a site plan and floor plan. We need someone to do some as-built site renderings of bitcoin mining sites we operate in nebraska.

I'm seeking an experienced freelancer to lead a data collection project targeting mobile contact numbers from India exclusive...mobile contact numbers from India exclusively. Key tasks: - Collect a substantial database of mobile contact numbers within India for market research purposes. - Guarantee the accuracy and legitimacy of all collected data. - Strictly adhere to data privacy and protection standards. Ideal Candidates: - Prior experience in data collection specifically with mobile numbers. - Proficiency in data mining and scraping. - Detailed knowledge of data privacy laws in India. - Market research background would be a plus. Your understanding of these requirements and your capabilities in fulfilling them will be critically evaluated. Apply if you believe you�...

I'm looking to data scrape the price of popular electronics across different retailers and online marketplaces in Australia. Some of these Australian websites/competitors include: - - - - - There is also a similar competitor called , that gets the prices of thousands of retailers across australia and displays it to the customer. If we can see how they are achieving this or tap into that data, that will add to this perfectly. if possible, we also need to collect data from the bigger marketplace giants such as , facebook marketplace (AU) and even amazon. If not possible, we can discuss getting data through external API tools such as or The end goal for collecting this data is to input all this information into our website and creating AI personalised pricing tools. So we can ...