Dataset for data mining jobs

I am currently using R, specifically the ppcor package, to conduct partial correlations on a sizable dataset. Unfortunately, the process is slow and fails to address all columns efficiently. I'm seeking assistance to: - Improve the computation speed - Enhance the handling of columns within my dataset The ideal freelancer for this task should be proficient in R programming, with specific experience in working with the ppcor package or similar tools for statistical analysis. A background in optimizing code for large datasets would be highly beneficial.

Looking for an expert in MATLAB to assist in developing algorithms for DOA estimation using the ESPRIT, Capon, and MUSIC algorithms. While I am not certain if data collection has already been completed, there is a specific dataset on hand for testing purposes. Key responsibilities will include: - Developing ESPRIT, Capon, and MUSIC algorithms in MATLAB - Possibly helping in DOA estimation data collection - Running these algorithms on a provided dataset An ideal candidate for this project would have: - Extensive experience in algorithms development using MATLAB - Understanding of DOA estimation and significant proficiency in ESPRIT, Capon, and MUSIC algorithms - Experience in managing and preparing datasets for testing. ...

... --> FOR WOMEN : Fatigue, Weight gain/loss, Mood swings, Sweats, Menstrual irregularities, Premenstrual Problems, Acne, Libido decline, Hair loss, Hirsutism, Menstrual Migraine, and Sleep --> FOR MEN : Lowered libido, weight gain, mood changes, sweating The recommendations should be individualised and based on the symptoms identified. A sleek and intuitive user interface I'm looking for a freelancer with expertise in AI development and a proven track record in healthcare or similar fields. Excellent communication skills and a proactive approach to problem-solving are highly valued. Key Deliverables include - Technical Specifications Document: Outlining the project requirements, timelines, and milestones. - Data Preparation Pip...

I am glad to submit the proposal for your requirement "Technical Writing on Natural Language Processing" The deliverable will include a well structured document (based on the the material provided by you e.g. rough documentation, guidelines, code and dataset) comprising of the following: 1. Methodology 2. Results and discussions 3. Conclusion Thank you.

I'm looking for a Python expert to help me create a new Python script for data analysis purposes. The primary goal of the script will be to analyze a dataset that I already possess. The script should be able to handle large amounts of data efficiently, allowing for insightful analysis and visualization. The key requirements include: - Writing new code from scratch - Prior experience in data analysis using Python - Proficiency in Python libraries such as Pandas, NumPy, and Matplotlib If you have a solid background in data analysis and Python, and are able to create efficient, clean, and well-documented code, I'd like to hear from you. Here are details- I have to create a simulation that will find the optimal solution...

I'm seeking to secure funding for a multi-industry workers' accommodation project. The accommodation caters to construction, seasonal farm, wind farm, abattoir, and gold mine workers. For this, I need a professionally crafted project proposal and a corresponding financial model in Excel. Ideal freelancers for this project should possess: - Proven experience in drafting project proposals related to housing or accommodation - In-depth knowledge in the creation of financial models using Excel - A strong understanding of multi-industry accommodations - Great analytical and strategic thinking skills - Familiarity in the Construction, Agriculture, Energy, Food Processing, and Mining Industries would be advantageous.

...crypto mining but I have a strong interest in it. My main goal is to generate passive income through this method, but I'm also eager to learn more about the technology and support the network. I'm looking for a consultant who can guide me through the following aspects of crypto mining: • Mining hardware selection: I need assistance with understanding what kind of hardware is necessary for efficient mining. • Mining software setup and configuration: I require help setting up and configuring the mining software on my hardware. • Mining profitability analysis: I would like a detailed breakdown of the potential profitability of my mining operation, including the costs and potential returns. Ide...

I am engrossed in studying a company's customer, product, and trucks data for my PhD research. Contemporary businesses encounter a significant challenge wherein their delivery trucks often travel from one region to another with insufficient loads (Half of the trucks are empty), resulting in inefficient use of resources. My research aims to minimize the number of empty or partially filled trucks traveling to those areas, particularly in the last-mile delivery process. Below is a list of stores. I kindly request you to extract the dataset from one of the listed companies. The list of stores is prioritized in order. 1- IKEA (IKEA store that located in Saudi Arabia) 2- Home Centre 3- Home Box

I'm in need of an experienced SQL Server data warehouse designer to help with a project of integrating and consolidating data from different sources. Key requirements: - Expertise in SQL Server: You should be able to design, implement and optimize data warehouse solutions on SQL Server. Understanding data warehouse design principles is essential. - Data Integration: You'll need to work with some of our developers / power users to source data and establish automated integration; experience with integrating relational databases and APIs from web services is crucial. - Data Consolidation: You should be able to create a cohesive, consolidated dataset from these different sources applying appropriate design principles. - Medium...

...create a stock market prediction tool that could help me identify profitable investment opportunities. The primary data source for this project would be historical stock prices. I'm looking for a freelancer who could implement this in Python. Requirements: - Develop an algorithm to predict profitable investments based on historical stock prices - Ensure the tool is easy to use, with clear and concise output - Implement a user-friendly interface and visualizations for the predictions - Provide documentation on how the tool works, and how it should be used Ideal Skills: - Strong background in stock market analysis and investment - Proficiency in Python, with experience in data analysis and prediction - Previous experience in creating similar tool...

Data Entry Project - I am looking for a freelancer who can assist me with typing work. - The project involves entering data into a spreadsheet or a database. - The ideal candidate should have excellent typing skills and attention to detail. - There is no specific software preference for data cleaning, so the freelancer can use Excel, Python, or any other tool they are comfortable with. - The dataset contains 100-500 records or entries. - The project requires accuracy and efficiency in data entry. - Experience in data analysis would be a plus, but not mandatory. - The freelancer should be able to complete the task within the specified timeframe. - Good communication skills and the ability to follow instructions are important. - This i...

I need to create full screen map using nextjs and mapbox The map have to cover full screen W...The map have to cover full screen When a user click on a point on the map, the application will request a GeoJson dataset of points. Although the GeoJSON requested will be a whole dataset, the application should only display the pins within a 1km radius of the clicked point. Of course, the 1km is not fixed. I need a slider component that the user can change the radius of the circle, instead of 1km fixed. In project, don't use any other material library. You need to use Radix UI for further integration. Because my prev guy said he used headless (I'm not sure) UI. Also, It should be responsive for mobile and tablet.

I'm searching for a skilled individual who can help me scrape data from a website. The data I'm interested in is text content and tables, specifically contact information. Ideal Skills: - Proficiency in web scraping tools - Strong experience with scraping text content and tables - Expertise in extracting specific information - Familiarity with structured data formats The contact information on the website is in a structured format. Your ability to navigate this and provide me with a clean, organized dataset will be crucial. Looking forward to collaborating with a detail-oriented and reliable professional. Attached is a sample format. The site is: Final file must contain all records for all schools on all pages

I'm completely new to crypto mining and eager to start my own operation. I'm seeking an expert to guide me through the essentials. Key Project Deliverables: - Explanation of the crypto mining fundamentals - Recommendations on hardware selection - Assistance with software configuration - Tips on optimizing energy efficiency The ideal candidate should have: - Extensive experience with crypto mining - Proficiency in hardware and software selection - Knowledge of energy-efficient setups - Strong teaching and communication skills Ultimately, I'm looking for someone to mentor me through the process, ensuring I start my crypto mining operation on the right foot.

...assist in completing a database for over +14000 companies. The goal of this project is to generate high-quality sales leads. Key Project Details: - You will be required to include accurate and up-to-date contact information including phone numbers and email addresses. - In addition to the contact details, each company's key contact person's name must also be included in the database. The ideal freelancer for this project will have: - Prior experience with database generation and management. - Proficiency in data mining and web scraping techniques. - Exceptional attention to detail to ensure accuracy of information. - Proven track record in generating sales leads through database creation. This project is crucial for our sales outreach and ...

I need an expert in data entry, cleaning, and data visualization in RStudio. The primary goal of this project is to identify trends in a small dataset (less than 1,000 rows). Ideal Skills and Experience: - Expertise in data entry, cleaning, and visualization in RStudio - Strong understanding of R Programming - Proven experience working with small datasets with missing data - Ability to identify trends through data analysis Please only apply if you have demonstrable experience with RStudio and data analysis. The ideal candidate should be able to extract meaningful insights from data and present them in a clear and concise manner.

I'm looking for an experienced individual who specializes in website crawling and data extraction to help gather specific information from various websites on a daily basis. - The purpose of the project is to extract data; specifically URLs, contact details (telephone, email), date created, a description, and pricing details. - The desired frequency of website crawling and data extraction is daily, so a high level of commitment is required to ensure consistent data retrieval. Skills & Experience: - The ideal candidate should have experience in website crawling, data extraction, and data mining. - A background in programming or website development would be highly advantageous. - Accuracy and attention to detail are p...

I'm in need of a talented data scientist with a strong background in natural language processing and deep learning. The goal of this project is to develop an efficient and accurate ML model that will estimate the temperature of the Electric Motor dataset from Kaggle. Key requirements include: - Utilizing natural language processing techniques to analyze the time series data provided - Employing deep learning methodologies to ensure the model is robust and performs well - Ensuring the model is able to accurately estimate temperature from the Electric Motor dataset Your expertise in natural language processing, deep learning, and time series data analysis will be crucial for the project's success. Please only apply if you have a p...

I'm in need of an experienced SQL Server data warehouse designer to help with a project of integrating and consolidating data from different sources. Key requirements: - Expertise in SQL Server: You should be able to design, implement and optimize data warehouse solutions on SQL Server. Understanding data warehouse design principles is essential. - Data Integration: You'll need to work with some of our developers / power users to source data and establish automated integration; experience with integrating relational databases and APIs from web services is crucial. - Data Consolidation: You should be able to create a cohesive, consolidated dataset from these different sources applying appropriate design principles. - Medium...

I'm looking to create an extensive database of rice mills in India that includes essential information like Name, Address, Contact, Email and GST details. This data will be used for sales outreach, so each entry needs to be thorough and accurate. Key deliverables: - Compilation of data in a spreadsheet format. - Each entry must include the rice mill's Name, Address, Contact, Email, and GST details. Ideal Skills and Experience: - Proficiency in data collection and organization. - Strong attention to detail and accuracy. - Prior experience in market research, data mining or similar projects. - Knowledge of the agricultural industry in India would be a plus, but not required.

Project: Configuration of the eCash node and mining pool The Pool will only be for use by local machines Description: I need an experienced professional to set up a complete mining environment for eCash (XEC). The work includes: 1. Configuring an eCash node on the server (LocalHost). 2. Installation and configuration of ckpool mining software on the same server. 3. Configuring ASICs to connect and mine through the pool. 4. Ensure continuous connectivity and proper functioning of the eCash node and mining pool. 5. Troubleshooting issues related to network connectivity and hardware configuration. Requirements: - Proven experience with cryptocurrency mining, especially SHA-256. - Knowledge in installing and configuring cryptocurrency nodes a...

I'm looking for an expert to help set up an eCash mining environment using an ASIC miner. The plan is to use Linux for the operating system and I do not need remote monitoring and management capabilities. Key Responsibilities: - Implementing and configuring an ASIC miner for eCash mining - Setting up and optimizing the mining environment on Linux Skills and Experience: - Proficiency in Linux, specifically for mining setups - Experience working with ASIC miners - Knowledge of eCash mining and optimization techniques - Ability to troubleshoot and problem-solve independently

I'm in need of an Excel Calculation Expert. I have data spreadsheets that need to do the calculations using Excel Your primary task will be to: - I've dataset (excel file), that needs to do the calculation using excel - Once it done then you need to write report as per following requirement Deadline: 10 hours or less

I'm in need of a Machine Learning Engineer who can help fine-tune Llama3 with a custom dataset. Key Requirements: - Experience with Machine Learning - Proficiency in Llama3 - Ability to work with custom datasets - Strong understanding of model fine-tuning - Familiarity with Python, R, or Java The project involves adapting Llama3 to our specific application, which requires significant customization. The ideal candidate should be able to work with custom datasets, and optimize this model to ensure accuracy.

hi there, first of all we will use a model for arabic to english translation and then we will fine tune that model on some percentage of your dataset. afterwards we will run the model on some percentage of your dataset which can be treated as test data to find the accuracy of the model. we will try to enhance the model with different parameters until we get a reasonably good accuracy. as for comparison of accuracy we can translate some samples from chatgpt or its API and then compare using some language comparison model. Everything will be done in a python notebook and you will be to run the notebook in jupyter or google colab

You need to create an attractive product sales page on mining website and need the source code in html. Also you have ability to add some content according to my needs. My website is just from scratch. Also need to add 3 package for the mining to buy by customer. Also add Login Register button. And also add PayPal earning, bank transfer, Usdt withdrawal earning proof to the sales page and also need to add Tidio plugin, also if anything need to add, I can contact you. My budget is $50 Must have experienced on creating crypto website.

I require a proficient web scraper to extract varied data types including text content, images, and metadata from specific websites. The primary function will be to gather, organize and present data in a structured and usable format. - Skills and Experience Required: - Strong knowledge in web scraping tools and techniques - Familiarity with data extraction, mining, and storage - Proven track record in delivering similar projects Due to a time-sensitive nature, I will need this project to be completed within a month. The quick turnaround shouldn't compromise the quality or functionality of the web-scraper. Do bear in mind that reliability, efficiency, and accuracy of the data extraction process should be prioritized in the scope of th...

I'm in need of a dedicated marketing team to help promote and sell our mining software in the crypto currency market. Key responsibilities include: - Crafting and executing effective social media promotion strategies - Developing and managing content marketing initiatives - Formulating and implementing sales strategies to boost software sales The target audience for your efforts will be: - Individual crypto investors - Mining and token staking enthusiasts - Crypto currency enthusiasts The primary goal of the team's efforts will be to significantly increase the sales of our mining software. Ideal candidates should possess: - Proven experience in marketing within the crypto currency space - A thorough understanding of the target audience and marke...

I need an expert to gather a list of 10k email addresses from Shopify users residing in the U.S. within the last 12 ...months. Your primary task will be to ensure the emails are from users who would be interested in receiving marketing information regarding Shopify or e-commerce in general. Key requirements: - 10,000 valid email addresses - Shopify users - Based in the U.S - Data from last 1-12 months - Segmented by industry sector Ideal Skills and Experience: - Proficiency in data mining and data collection - Strong understanding of email marketing and segmenting - Experience in curating U.S. based email lists - Past success in creating lists for ecommerce or Shopify users a plus. Please respond with your approach to this task and any previous experi...

I need an expert to gather a list of 10k email addresses from Shopify users residing in the U.S. within the last...months. Your primary task will be to ensure the emails are from users who would be interested in receiving marketing information regarding Shopify or e-commerce in general. Key requirements: - 10,000 valid email addresses - Shopify users - Based in the U.S - Data from last 1-12 months - Segmented by industry sector Ideal Skills and Experience: - Proficiency in data mining and data collection - Strong understanding of email marketing and segmenting - Experience in curating U.S. based email lists - Past success in creating lists for ecommerce or Shopify users a plus. Please respond with your approach to this task and any previous experi...

...This notebook will: * Efficiently translate the entire (Multi-News) dataset. * Enable Try first some examples then compare the translation with the translation provided by chatGPT * Find a way to measure the similarity between the 2 translations, check if you can use Rouge. Here is what the job involves: - **Purpose of the Translation:** My intention is to use this translation to train my deep learning model. The translations will be used to train the transformer for a specific project, meaning that the quality and accuracy of the translations are crucial. - **Desired Output:** The machine translated text should be able to convey the core message and essence of the original English text. - **Ideal Candidate:** I'm looking for a freelancer with experience in...

Hi , If you review my full profile, you will see my profile is geared toward data entry, copy-paste, web research, and other recurring tasks. I am a fast, reliable, and trustworthy online worker. I helped many startups, entrepreneurs, and business owners achieve their business goals in the past. I am an excellent communicator with sublime linguistic skills, and attention to detail is my key skill. Ill follow your instruction for the letter and get back to you with fantastic results. Here are the services I offer: Data Entry Data Mining Excel Data Entry CRM Data Entry Data Scraping Copy Paste Work Data Conversion Shopify Product Listing WordPress Data Entry PDF to Excel or Word JPEG to Excel or Word ...

Dutch speaking: Preferable I need an SPSS expert well-versed in research for the purpose of performing exploratory analysis and descriptive statistics on my dataset. - Objective: Perform a comprehensive analysis aimed at understanding our experimental data. Ideal Skills & Experience: - Familiarity with SPSS Software - Experienced in both Exploratory Analysis and Descriptive Statistics - Versed in analyzing Experimental Data - Background in research-oriented tasks Your role will be to provide clear and concise findings that can guide our next steps in the decision-making process. Your expertise in SPSS, coupled with your ability to interpret experimental data is crucial for this project.

I'm looking for a Virtual Assistant to grab leads, I’ll send material on how. It’s pretty simple. We'll specifically be targeting those who work in the nightlife industry and going down the research rabbit hole on Instagram. Ultimately I'm trying to sell high end social media services and night life people have access to a wealthy Rolodex so my goal is to gain a bunch of affiliates from this. Key Responsibilities: - Find mini partners (affiliates) in nightlife: vip hosts, promoters, club managers club partner companies, etc. - Inputing the above prospects info (names and emails) on a google excel sheet Skills and Experience: - Fast - Critical Thinker - Proficiency in using Instagram for business research - Experience in lead generation - Bonus: F...

I need assistance with performing formulas, calculations and descriptive analysis in Ms Excel. I am specifically focused on analyzing data using measures of central tendency - mean, median and mode. - **Tasks** - Insert and calculate formulas regarding the mean, median, and mode in the data. - Conduct descriptive analysis on the dataset. Ideal freelancers for this project should have strong analytical skills and extensive experience with Excel's formula and calculation functionalities as well as knowledge of statistical analysis. An understanding of central tendency measures (mean, median, mode) is crucial.

I am looking for an experienced mobile app developer to create a rewards app that primarily focuses on cryptocurrency mining. Key aspects of the project include: - Design and development of a user-friendly app interface. - Integrating online crypto mining capabilities, particularly for OKX and future tokens. - Incorporating a user-friendly 'Claim' button feature within the app. Preferred skills and experience for this role include: - Proficiency in both Android and iOS development. - Hands-on experience with cryptocurrency mining. - Experience with rewards app or similar app development. All interested freelancers are encouraged to bid. Please include your relevant experiences and work samples for further consideration.

I'm seeking help with creating line charts in Excel. My dataset is small but involving multiple data series. Requirements: - Generate line charts from provided multi-series data - Ensure the charts are clear and visually engaging - Basic understanding of trendlines and data labels would be a plus, though not mandatory Ideal Skills: - Proficiency in Excel, with a focus on charting - Prior experience working with complex, multi-series datasets - Strong attention to detail and an eye for creating visually appealing charts

I'm looking for a skilled developer who can create a new web browser with advanced AI features and integrated cryptocurrency functionalities. Key Requirements: - **AI Integration:** While the primary purpose of the browser is for internet browsing, I'm keen on integrating AI to enhance user experience. This element should be carefully designed and implemented to streamline both browsing and user interaction. - **Cryptocurrency Capabilities:** The browser should also incorporate certain cryptocurrency functionalities to cater to the rising popularity of digital currencies. This could range from a built-in wallet, transaction tracking, to potential mining capabilities. The ideal candidate should have: - Experience in developing web browsers, ideally with...

I'm seeking a skilled data professional to provide a database of general consumer email addresses. The reach of the database should be international, encompassing various demographics and regions. I'll need the database to be delivered in an Excel file. Required Expertise: - Proficient in data collection - Proven experience in the field of emails dataset - Adept in Excel - Comprehensive understanding of data privacy guidelines Deliverable: - Database of general consumer emails in a well-structured Excel file.

I'm in need of an expert to help me create a database of entry-level candidates from Naukri portal. This database should include their names, contact information, and job experience. Key Project Requirements: - The database should primarily focus on entry-level candidates. - The database should categorize candidates based on their location. Ideal Skills: - Proficiency in data mining and database management. - Understanding of Naukri portal or similar job platforms. - Experience in creating and categorizing databases. The project will enable me to efficiently recruit and engage with suitable entry-level candidates

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I'm in need of a professional who can build a tool that can extract data from LinkedIn. The data I'm interested in includes: - Contact information (email address, phone number, etc.) - Profile information (name, job title, etc.) - Connection network (connections, mutual connections, etc.) I'd like the extracted data to be conveniently structured in a CSV (Excel spreadsheet) format. The primary use of the extracted LinkedIn data will be for lead generation. The ideal candidate for this project should have: - Expertise in web scraping and data mining, particularly with LinkedIn - Proficiency in data handling and structural organization - Proven experience with developing tools for lead generation - Str...

I'm in need of an expert in Google Sheets who can help me with a one-time analysis. The dataset to be worked on is quite large, with over 1000 rows, so I need someone who is well-versed in handling and analyzing large datasets in this platform. Key tasks for this project include: - Data analysis and visualization: I require someone who can understand the dataset thoroughly and present insights in a visually appealing manner. - Formulas and functions calculations: You should be able to create complex formulas and functions to derive the necessary insights from the data. Ideal candidates should possess the following skills and experience: - Proven track record in data analysis and visualization using Google Sheets. - Strong expertise in workin...

...well-versed in working with it. - Large Dataset Handling: As the site will have between 20,000 to 30,000 products, you should be comfortable and experienced in handling such large datasets. - Urgent Availability: Due to the urgency of this project, we need someone who can commit to working on it promptly. Design and Platform Suggestions: - Design Features: I'm looking for specific design features to be incorporated into the site, including custom product filters, advanced search functionality, and interactive product views. - Integrations: You'll need to be able to integrate various third-party services such as payment gateways, inventory management systems, and shipping carriers into the website. Your input is also highly valued. If you have any suggestions ...

...need of a meticulous data entry professional to assist me. The task involves inputting numeric data from digital files into a Google Sheets document. Key Project Details: - **Data Type**: The information you'll be working with is purely numeric. - **Data Source**: Files will be provided in digital format. - **Output Format**: The final dataset should be organized in Google Sheets format for easy access and sharing. Your role in this project will include: - Accurate entry of all numeric data from the provided digital files. - Ensuring the data is correctly organized within the Google Sheets document. Ideal freelancer for this job will have: - Proficient experience in data entry, with a focus on numeric dat...

I'm looking for a Virtual Assistant to grab leads, I’ll send material on how. It’s pretty simple. We'll specifically be targeting those who work in the nightlife industry and going down the research rabbit hole on Instagram. Ultimately I'm trying to sell high end social media services and night life people have access to a wealthy Rolodex so my goal is to gain a bunch of affiliates from this. Key Responsibilities: - Find mini partners (affiliates) in nightlife: vip hosts, promoters, club managers club partner companies, etc. - Inputing the above prospects info (names and emails) on a google excel sheet Skills and Experience: - Fast - Critical Thinker - Proficiency in using Instagram for business research - Experience in lead generation - Bonus: F...

Data Entry Project - I am looking for a freelancer who can assist me with typing work. - The project involves entering data into a spreadsheet or a database. - The ideal candidate should have excellent typing skills and attention to detail. - There is no specific software preference for data cleaning, so the freelancer can use Excel, Python, or any other tool they are comfortable with. - The dataset contains 100-500 records or entries. - The project requires accuracy and efficiency in data entry. - Experience in data analysis would be a plus, but not mandatory. - The freelancer should be able to complete the task within the specified timeframe. - Good communication skills and the ability to follow instructions are important. - This i...

I'm urgently looking for a skilled Python developer to assist me with a project involving data analysis, web scraping, and potentially machine learning. Your role will be crucial in helping me to derive insights from a large dataset and extract specific information from the web. Key Responsibilities: - Conducting in-depth data analysis using Python - Implementing web scraping scripts to collect relevant data - Potentially developing machine learning models (based on your expertise) While the client did not specify the exact libraries, the ideal candidate should be well-versed in Python programming, particularly with libraries such as Pandas and NumPy. Familiarity with Django, although not mentioned, could be a plus if the project expands to web ap...

...writers who possess a deep understanding of engineering concepts, with a particular focus on automobiles, aircraft, and related industries. Candidates with an engineering background and prior experience writing for these sectors will be highly regarded. Responsibilities: Content Creation: Produce high-quality, informative, and engaging content that caters to our target industries. Topics may include, but are not limited to: "Why EV Structural Batteries Are a Bad Idea" "Mobile Apps to Monitor Fastener Load in the Mining and Power Generation Industry" "High-Performance Fasteners for Aerospace Structural Integrity" Research: Conduct in-depth research to ensure the accuracy and credibility of the content, while staying up-to-date with i...

I'm looking for a talented individual who can help me scrape 500 - 1000 quality leads. I need the below criteria to be met The must be located in Melbourne Australia The must have a Google My Business Profile They must only have a few reviews if at all They must have an Australian mobile phone number 0407 464 674 Ideally a first name is provided Ideal candidates should: - Have prior experience in lead generation and scraping and have access to the right tools - Be able to deliver high-quality, accurate leads - Be proficient in data mining and have the necessary tools for the task