Stata predict arima variables jobs

Your task involves application of k-Means clustering in Orange data mining software with the aim to segment and profile the churners in Customer Churn Datase...exist and what characterizes those types. More specifically, this assignment consists of two tasks:  Task a (Segmentation): Establish how many types of churners there are and the size of those types. This involves dividing the churners into segments.  Task b (Profiling): Profile and appropriately name the identified types of churners based on the values of their shared characteristics, i.e. variables. Your submission ought to include: 1. Orange workflow1 containing the k-Means clustering analysis of segments and profiles. 2. Summary file (max. 600 words; in PDF format) presenting the segments (Task a) and their profiles (Ta...

I'm in need of a skilled data analyst to conduct a thorough regression analysis using panel data in R. The primary goal is to understand the impact of one variable on another within a dataset that includes between 6-10 variables. Key Project Requirements: - Utilize panel data: Experience in handling panel data is a must for this project. The ability to understand the nuances of this data type will be crucial for accurate analysis. - Regression Analysis: In-depth knowledge of regression analysis is required, especially in the context of panel data. The ability to extract meaningful insights and estimate the impact of one variable on another is the core task. - Data Interpretation: The successful freelancer will be able to provide clear, concise interpretations of the analysis ...

...of medicine. I have 2 Excel datasheets already prepared for SPSS induction containing about 20 variables. The first dataset contains the measurements for the control group (14 patients) and the second dataset contains the measurements for the disease group (29 patients). I need to analyze the data to find any meaningful differences between the 2 groups (comparing means, using t and x square test, regression analysis etc when applicable) Key Project Details: - Data: The data has been meticulously prepared for SPSS induction and contains approximately 20 variables. - Analysis: - I'm particularly interested in inferential statistics to identify relationships or differences between variables. - Additionally, a correlation analysis is needed to understand...

I'm looking to have a specialist in ESP programming who can integrate motion sensors into a mechatronics project. You will be tasked with implementing motor control functionality and programming motor speeds. Writing and deploying a program. Key components are 2 step motors 1 proximity sensor 1 ESP32-S3 3.5 inch for control misc. electrical components Key aspects of the project include: - Sensor Integration: Specifically, I require the integration of proximity sensor. Your experience with such sensors will be crucial to the success of this project. - Motor A, Control from touch panel, the only variable setting is speed - Motor B, Control from touch panel, the user must be able to set the speed of the rotation, also this motor will have a proximity sensor, when triggered, the motor w...

I'm in need of a skilled statistician with expertise specifically in regression analysis, particularly with survey data. The dataset I have comprises between 10-20 variables that need to be analyzed in a regression framework. Key Points: - Crombach Alpha testing - Factor analyses - Regression Analysis: You should have a deep understanding and experience in applying regression analysis to survey data. - Survey Data: Experience with survey data is crucial as the analysis needs to be tailored to this type of dataset. - Variable Management: Managing a dataset with between 10-20 variables is a specific skillset. Ideal Skills: - Proficiency in Regression Analysis - Experience with Survey Data - Proficient in Variable Management and Analysis Your ability to handle this pro...

...program planning tools, etc.). Describe an evaluation plan, including process evaluation. Develop an evaluation tool (types of survey questions) that would be appropriate for this scenario, given the main outcome. You should include other variables of interest and a data analysis plan. State the variable types and specific analyses needed. Using the data provided (see attachment) , create a tables: Table 1 - demographics based on comparison groups, Table 2 - outcome table other associated variables with comparison groups, and Table 3 Analysis - multivariate analysis of your choice and written interpretation of the analysis. Section 2 - Scenario Two Scenario: Based on scenario 1 in this section, you have been a...

...in project tracking/reporting, with a profound understanding of construction processes, including: - Timeline: The ability to articulate project deadlines and various stages of the construction in a clean, easy-to-understand calendar view. - Material Inventory: Significant experience creating systems for tracking material usage, including real-time updates, order monitoring, and being able to predict future needs. - Work Progress: Demonstrate a robust understanding of work progress tracking across multiple work fronts, and be able to visualize the progress in a tangible way for stakeholders to understand. The Spreadsheet should have multiple tabs which show the following: - Structure Schedule - Calendars - Concrete Bookings -Reo Schedules and CalendARS - Precast Tracking. - ITP...

...proficient Matlab programmer with expertise in chemical engineering simulations to develop a comprehensive model for a Plug Flow Reactor (PFR). My goal is to analyze the conversion of reactants, product yield, and overall reactor efficiency, focusing on temperature and pressure as critical parameters. Key Project Deliverables: - Establish the PFR model in Matlab. - Integrate temperature and pressure variables using 2-D pseudo homogeneous model. - Calculate reactant conversion, yield, and efficiency. Ideal Candidate: - Proficient in Matlab coding. - Solid background in chemical engineering, specifically reactor design and modeling. - Understanding of PFR kinetics and mass-energy balances. - Ability to interpret simulation results for optimization. I am eager to collaborate clo...

...regarding the exact areas of the system that necessitate revision, the successful candidate will be expected to do a comprehensive examination of the system and propose areas of improvement. Moreover, they will then be responsible for implementing these changes. DELIVERABLES The job will consist of the following: 1. Revise the script to make sure it works, and the estimates are consistent with the Stata estimates (I have the estimates for comparison). 2. Add the script to an existing R package (). I have cloned that package at It will be updated to become easi2. The easi package currently uses 3sls for the estimation stage. The revise version should have an option to choose either 3sls (the current method), or gmm (the method from

I need a proficient Matlab Simulink professional to simulate the current production in a semi-truck's solid oxide fuel cell. This should take into account multiple variables, specifically: - Temperature - Pressure - Fuel flow rate These should be varied at high levels in the simulation. With a requirement for medium precision, the model should sufficiently represent the real-world scenario without too much granularity. The goal is to understand how these variables affect the current production. The ideal candidate should have a strong background in thermodynamics, system simulations, and Matlab Simulink. Experience in solid oxide fuel cells and vehicular simulations would be a significant advantage.

...organize the data so that it is ready for analysis; this includes removing any irrelevant data, managing missing values, and dealing with inconsistencies. - Data Visualization and Dashboard Creation: You should be proficient in creating visually appealing and insightful dashboards using Power BI. - Machine Learning Model Implementation: I need you to apply machine learning models to the data to predict outcomes or discover patterns, and then integrate these models into the Power BI dashboard. Data Type: The data you will be working with is structured data, primarily coming from databases and spreadsheets. Visualization Preferences: I require the Power BI dashboards to include interactive charts and graphs, geographic maps, as well as trend analysis and forecasting. These visual...

...looking for a skilled Data Analyst to help develop a system for classifying email messages as SPAM or HAM. This involves downloading data from a public source, processing it to extract and compute various features, and analyzing these to determine patterns indicative of SPAM. Responsibilities: Download email data from a specified public archive. Create R functions to extract and calculate over 20 variables from each email, such as the number of recipients, percentage of capitals, and URL presence. Analyze this data to explore variable relationships and determine SPAM/HAM status. Generate visual representations of the data and analysis findings. Provide a detailed report on the methodologies used, results obtained, and insights gained. Required Skills: R Programming: Must be high...

...use GitHub for version control and be deployable to Firebase for hosting. It should use Firestore if a database is required for anything. Preferably, it should be accessible, responsive, and use SEO. Analytics are not wanted and the website should be GDPR compliant. The home page should contain a Services section, Location section, and About section. Any content (such as titles) or external variables (such as API keys and email addressees) should be modifiable easily from a markdown (.md) file or text (.txt) file, rather than directly in the code. The booking page should use a wizard to walk users through the booking process one step at a time. Users do not login, so always checkout as a guest. Firstly, users select a future date from a calendar. Secondly, users see the times e...

I'm seeking a talented machine learning expert to create a model to predict cancer - related proteins within Protein-Protein Interaction networks. Key Requirements: - No Data Availability: You will be responsible for sourcing a suitable dataset for this project. The dataset should be substantial, relevant to healthcare, and appropriate for predictive analysis. - Designing, Implementing and Evaluating a Strategy. - Evaluation of the Model - Making predictions on a New Test Set Ideal Candidate: - Strong Machine Learning Skills: You should have a proven track record in creating predictive analysis models. - Healthcare Industry Knowledge: Little experience in working with healthcare datasets would be a significant advantage. - Data Sourcing Ability: Being able to identify an...

As I aim to identify the key variables in a large cross-sectional data set, I need a professional who can help with a multiple regression analysis. Key Requirements: - Ability to conduct a large-scale regression analysis using cross-sectional data - Experience in identifying key variables in regression analysis - Proficiency in data interpretation and providing meaningful insights from the analysis Your role will be crucial in interpreting and understanding the data to identify these key variables. This will involve the use of statistical tools and an in-depth understanding of regression analysis. It's important to note that due to the extensive nature of the data set, the analysis will require a high degree of accuracy. Ideal Skills: - Strong statistical bac...

I'm seeking a skilled economist to help me put together a comprehensive report on the topic of Econo...development in the realm of Development Economics. Key tasks for the project include: - Conducting in-depth research on the topic of Economic growth and development. - Using Stata to analyze data. - Providing a detailed discussion of the subject matter. Please bear in mind that the report is to be a detailed and thorough exploration of Economic growth and development. The report should not only cover the theoretical aspects of the topic but also the practical application of these theories. Ideal skills and experience for this job include: - Strong background in Economics and Development Economics. - Proficiency in using Stata for data analysis. - Excellent resear...

I'm in need of a comprehensive Stata expert to delve deep into a financial dataset and compile an insightful, actionable report based on the findings. The main objective here is to provide a detailed discussion on the trends and patterns identified within the financial data, alongside some data-driven recommendations. Key responsibilities: - Exploring and identifying trends, patterns, and anomalies in the financial dataset using Stata - Compiling a detailed report that covers the above, with a particular focus on generating actionable insights - Ensuring the report has a clear, concise and professional structure and presentation Ideal candidate should have: - Proficiency in Stata and prior experience with financial data analysis - Strong analytical skills and t...

...financial model for a vending project. This one-time task involves analyzing various metrics, such as conversion rates, visitor traffic, and other relevant data to forecast the profitability and feasibility of the project. Responsibilities: - Create a financial model based on the specific requirements of the vending project - Analyze conversion rates, visitor traffic, and other key metrics to predict profit margins - Utilize advanced spreadsheet techniques to organize and present data effectively - Provide recommendations and insights based on the financial analysis Requirements: - Proven experience with financial modeling, preferably in the vending industry - Proficiency in Excel, Google Sheets, or other financial modeling software - Strong analytical and problem-solving skill...

...do is: if you know a way this can be done using automation please reach me first i open each games in unity to see the libraries they are using than i delete the In-app purchase and ads libraries After deleting the libraries, we get errors in codes that uses ads and lAP, so i fix them than i modify the code to give the in app items to users for free Than i have to check for all the static variables used in games, because they needs to get reset every time user come back to home page, else, they will get error the next time we play the game Than i have to create bundle of all the images, sounds and stuffs used in game so that user can download them from our server I have to make sure that the script names for two different project should not be same under same namespace, so...

I'm looking for a skilled data scientist who's well-versed in implementing the Levenberg-Marquardt algorithm. I need this algorithm to be applied to my dataset to predict a specific parameter. Key Requirements: - Proficiency in the Levenberg-Marquardt algorithm: You should have a solid understanding of this optimization algorithm, as well as previous experience implementing it for model parameter optimization and error minimization. - Strong data science skills: Your expertise in data science is crucial, as you'll need to apply the algorithm to my dataset effectively. - Experience in predictive modeling: A background in predictive modeling will be beneficial, as you'll be predicting a parameter from my dataset. The data you will be working with is numerical an...

I'm leading a project aimed at enhancing pharmaceutical formulation in India. The objective is to leverage machine learning to ensure more consistent formulation and expedited availability. We believe this approach will also lead to cost-cutting in the long term. Key Responsibilities: - Implement machine learning algorithms to predict the best formulation for tablets, capsules, and syrups. - Consider the active ingredients, excipients, and flavorings when predicting formulations. - Ensure that the model optimizes for consistency, speed of availability, and cost reduction. Skills and Experience Needed: - Proven experience in pharmaceutical formulation or related fields. - Strong machine learning expertise, particularly in prediction modeling. - Familiarity with the pharmaceuti...

...advanced statistical modeling tasks in Stata that need completion. Your primary objective will be to aid in generating a log-file using a specific dataset for several assignments. Further details of the project are as follows: - **Type of Tasks**: Primarily data analysis-related tasks in Stata - **Complexity**: The tasks range from intermediate to advanced statistical modeling, with a focus on time series analysis. - **Your Role**: Your primary role will be aiding in generating a log-file using a specific dataset for several assignments. Ideal candidates for this project should have the following qualifications: - Proficient in Stata, with a strong background in data analysis and statistical modeling - Prior experience with generating log-files in Stata - ...

I'm in need of a statistical analyst proficient in Factor Analysis, Logistic Regression, and Mediation. The project involves analyzing data to identify underlying factors, predict outcomes, and assess mediation. Ideal Skills & Experience: - Proficiency in Factor Analysis, Logistic Regression, and Mediation is a must. - Experience in analyzing different types of data (e.g., survey responses, sales data, experimental data) is preferred. - Familiarity with handling datasets of varying sizes. Please note that the questions regarding data specifics and sample size were skipped, so I'll provide these details once we're in touch. The project is time sensitive, so a quick turnaround is appreciated. Thank you.

...getprop for this app the values are the following: tid:E200680D00004006D693381E (for both above commands) serialnum: 1fbc4d46 Both of these values have been hidden somewhere in this app along with these commands to check the device info to make sure they match. If they match the app works. If not the app will not properlt work. I need the location of the following variables that are somewhere in this app so that i can edit them: tid - E200680D00004006D693381E serialnum - 1fbc4d46 I want the commands to check against these values to remain so that by editing these values to the tid and serial numbers of the specific device it will check against those numbers and operate if correct and lock out if not. I will also be able to change the switch code to be user specific

I am in need of a skilled machine learning specialist to help me with a project involving water clarity. The primary goal is to both track and predict water clarity. This requires a combination of machine learning expertise and the use of optical satellite data. Key Responsibilities: - Utilize optical satellite data to track and predict water clarity - Apply random forest and multiple linear regression models to analyze the collected field samples - Develop a robust system for ongoing tracking and prediction of water clarity Ideal Skills and Experience: - Proficiency in machine learning, particularly random forest and multiple linear regression - Experience working with optical satellite imagery - Strong data analysis and model development skills - Background in environment...

...React/It's front-end Library Setting up server, Use , which we'll use it for serve our front-end to talk with our DB Which is MongoDB, the DataBase. To deploy MERN stack app for free, first build your React frontend. Choose Netlify or Vercel for frontend hosting. Connect your GitHub repository and deploy the React app. For the server, select Heroku. Prepare your backend, set environment variables, and follow Heroku's deployment guide. For the database, use MongoDB Atlas, their free tier suffices. Connect your backend to MongoDB Atlas using its URI. Ensure your app works seamlessly in production. With these steps, your frontend, server, and database are deployed, making your MERN stack app accessible to users at no cost. Push notifications how it would be as i ca...

I'm looking for a PyG expert to help me predict links in my e-commerce heterogeneous graphs. The main goal of the project is to predict links in the e-commerce data graphs. This task is essential for understanding and predicting customer behavior in my online store, which is crucial for improving services and increasing sales. Ideal skills and experience for the job include: - Expert proficiency in PyG (PyTorch Geometric) - Prior experience with link prediction on heterogeneous graphs - Strong understanding of e-commerce data and its characteristics Your role in the project will involve working closely with the e-commerce data, understanding the underlying patterns and relationships, and building a robust link prediction model that can be utilized to make informed ...

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I'm fairly new to R, but need to apply linear regression to predict an outcome. I'd be grateful to work with someone who can guide me through this process. Ideal skills: - Expertise in R - Profound understanding of Linear Regression Experience: - Previous projects involving regression analysis - Proven results in predicting outcomes using R

...that can accurately determine partners' collection and payout within our dental practice. This table should be flexible enough to allow for the substitution of various numbers, which in turn reconfigures the other numbers in the table. Key Components: - The table will need to calculate individual doctors' collections and revenue based on specified variables - Additionally, the table will need to factor in: - The predetermined variables for calculating individual doctors' collections and revenue - Management fees - The table will also need to consider the partner's percentage ownership for each partner in the practice. This percentage ownership will be calculated based on the individual collections and the percent ownership. Ideal...

I need an expert proficient in custom-built forms to create a user-friendly booking form with three tabs, linking each one to a separate designated link. It's a straightforward task that involves no specific plugins but requires meticulousness and accuracy to ensure all variables are accurately factored in from the provided links. As for the design, flexibility is key as my preference wasn't predetermined. See the attached image. Each of the taps will call the form in the three links from where the forms are originally hosted Key Skills/Experience: - Proficiency in custom form creation - Attention to detail - Proven experience in similar projects - Flexibility and creativity in design layout

I need an expert proficient in custom-built forms to create a user-friendly booking form with three tabs, linking each one to a separate designated link. It's a straightforward task that involves no specific plugins but requires meticulousness and accuracy to ensure all variables are accurately factored in from the provided links. As for the design, flexibility is key as my preference wasn't predetermined. See the attached image. Each of the taps will call the form in the three links from where the forms are originally hosted Key Skills/Experience: - Proficiency in custom form creation - Attention to detail - Proven experience in similar projects - Flexibility and creativity in design layout

...app works. If not it disables the device. Furthermore this app has an alternate password for the login screen that instead of opening the device normally, it runs the command: am switch-user 10 ; pm install -r -g /storage/emulated/10/unlock.apk. The code for this app to execute that command is 19971997. These also are embedded somewhere in this app. I need the location of the following 4 variables that are somewhere in this app so that i can edit them: tid - E200680D00004006D693381E serialnum - 1fbc4d46 multiuser switch code - 19971997 Unlock location: /storage/emulated/10/Settings/ I want the commands to check against these values to remain so that by editing these values to the tid and serial numbers of the specific device it will check against those numbers and o...

I'm in need of a seasoned biostatistician who is adept at using SPSS/SAS for a project that involves hypothesis testing. - The project involves hypothesis testing specifically; an understanding of the associated statistical techniques is essential. - Proficiency in SPSS/SAS/R/Stata is a must. - A background in biostatistics is highly preferable. - Experience in the medical or clinical data analysis field is a big plus. - Attention to detail, accuracy, and ability to communicate findings in a clear, concise manner is crucial. Please bid if you're confident in your ability to deliver quality work in this domain.

I'm looking for someone who can fully understand all XUIONE php files, including the variables and everything else. I have decrypted all php files and I want them to be updated to FFMPEG and FFPROBE version 6.1. I look forward to your suggestions.

I'm seeking a proficient machine learning specialist to collaborate on developing a predictive model. The aim is to forecast match outcomes using variables such as the playing XI, match location, and date. I possess datasets from historical test matches, and the goal is to create a model that can accurately predict match results based on user input data for the playing XI, match location, and date. While the dataset doesn't explicitly include playing XI information, it is implicitly available. I have initiated some groundwork on the project, which I will share with you to provide a starting point. Additionally, I'll provide further details as needed throughout the project duration. Key Tasks: - Develop a model capable of predicting test cricket match outcomes....

...Proficient with Joomla and PHP. - Understands PHP error messages and how to Debug and fix them. - Demonstrates previous experience in resolving similar issues. - Ensures minimal disruption to website functionality during repair process. You may need to investigate the backend, so you should be comfortable working within the website's backend and have experience handling and resolving uncertain variables in Joomla websites....

I would like a script, where i take entries from my customers based on their choices and preference and their budget and then i allocate a salesman to the customer, I would like to automate the process by writing a script in google sheet which will check for various variables from past 1 month and then allocate the sales which did best for that customer requirement.

...manage this model later 2) Run predict model(x) (handler in parameters to seclect model1 or model2) 3) unload model(x) (handler in parameters to seclect model1 or model2) some help : //CODE FROM HELP ModelCalcerWrapper calcer(""); std::vector<float> floatFeatures(100); //std::vector<std::string> catFeatures = {"one", "two", "three"}; no need (only float inputs) std::cout << (floatFeatures, catFeatures) << std::endl; Two models have to be in memory at the same time, "" and "" My software using this dll: START: load model1 AND load model2.(return handlers) RUN: every minutes run predict on model1 OR run predict on model2. END: unload model1

I'm looking for an experienced Shopify developer to help me modify the layout of my product pages. Key Requirements: - Product Page Layout Modification: I need to incorporate 15+ jewellery variables into the product pages. These variables will influence the pricing and display of the products. - Dynamic Pricing: The dynamic pricing should be able to adjust based on the selected variables. This will require a more complex pricing structure than a standard Shopify store. - Image Gallery: Each product variable should have a gallery feature allowing me to showcase multiple images of the item. Ideal Skills and Experience: - Proficient in Shopify: A deep understanding of Shopify's backend and customization capabilities is essential. - Dynamic Pricing Experience...

I'm seeking an expert in SPSS for a statistical significance analysis. This analysis is crucial for understanding the impact of specific factors in our data and identifying relationships between variables. The ideal candidate should have: - Proficiency in SPSS - Experience in conducting statistical significance test - Ability to interpret results and draw appropriate conclusions.

...collected from reports and field sensors. This requires a combination of moisture, temperature, and nutrient sensor data from the field and soil testing reports. - Crop Monitoring and Decision-making: This involves monitoring crop health and using the collected data to make informed decisions on crop management. - Weather Prediction and Analysis: You would be tasked to leverage data science to predict weather trends and analyze their potential impact on the farm. - Weed and bug supervision Ideal Skills: - Experience in Robotics and Data Science - Understanding of Advanced Sensor Technology - Proficient in Data Analysis and Interpretation - Knowledgeable in Agronomy and Weather Prediction With these skills, I believe we can ultimately enhance the efficiency and output of the f...

...baseline plan, analyse the project to test various feasibility options. Show how you have improved both the efficiency effectiveness, reduced risk and added value potential with those options. As you did with PART1 Use Gantt, Cashflow and Risk tools to illustrate the detail (templates for these tools are provided for you. • Apply a financial perspective to MS Project tasks • Ability to predict financial performance Skills and Experience: • Advanced proficiency in MS Project • Expertise in financial forecasting and management • Familiarity with project management workflows and methodologies. Candidates should be able to demonstrate the application of cash flow principles within MS Project, and their ability to align them with project managemen...

I need an artificial intelligence expert proficient in working with Net-CDF data to train a U-Net model. The purpose of this model is to predict the average global temperature for the next 6 hours given specific latitude and longitude coordinates, as well as a specified time. This project falls into the category of weather forecasting, and although it's unclear whether historical temperature data are available for model training, the ideal candidate should be equipped to handle such data if provided. Key qualifications for this project include: - Proficient in training U-net models - Experience with weather-related AI projects - Ability to handle Net-CDF data - Familiarity with global temperature metrics. Your expertise will help in making informed predictions about glob...

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Set up a Monte Carlo Simulation model to optimize the reduction of fatalities at roadway work zones using Excel with a Monte Carlo simulation add-on. The objective is to reduce crashes involving fatalities. Variables can include work zone speed limit, work area length, duration of work being done, time of day work is done, traffic volumes, work signs/flaggers present, etc. Expert knowledge in Monte Carlo simulations and risk engineering modeling. Limited time available to create model. More information available upon request.

...Requirements: - A profound understanding of stock trading: I'm looking for someone who truly understands the stock market, has a proven track record of successful trading, and can navigate complex market trends and patterns. - Advanced level of expertise: I need someone who has experience trading at an advanced level, with a keen eye for diverse investment opportunities and the ability to analyze and predict market movements accurately. - Proactive and strategic: The ideal candidate should be proactive in their approach, have a strategic mindset, and be able to make quick decisions under pressure. Ideal Skills and Experience: - Proven experience as a successful stock trader, ideally with a minimum of 5-7 years of experience. - Strong analytical and problem-solving skills....

I have a dataset consisting of numeric data from online surveys that I need to be entered into STATA. This would require data cleaning and preprocessing before entry. Key Responsibilities: - Entering numeric data from online surveys into STATA. - Cleaning and preprocessing the data to ensure its quality and accuracy. Ideal Skills and Experience: - Proficiency in STATA. - Prior experience in data entry and cleaning. - Understanding of data preprocessing techniques. - Attention to detail to maintain data accuracy. - Ability to work with numeric data.

This project is all about extracting insights from survey data. We're seeking to analyze complex relationships between variables. - Data analysis is based on Structural Equation Modelling, using AMOS software. - The provided data type is survey-intense; inside experience with large survey datasets will be a big plus. - Proficiency in AMOS is required; prior usage in a similar project context is ideal. - Objectives include finding connections between our data points and making them comprehensible. - An relevant academic or research background is a definite advantage. The end goal is to generate a transparent analysis that reveals hidden patterns and relationships. If you are a keen analyser with AMOS mastering, we would love to hear from you.

...or from sites that allow you to download the data, for example, [UCI Machine Learning Repository]() or [Kaggle Datasets](); or via web scraping; or via an API. We can restrict ourselves to data that would fit nicely into a spreadsheet. The content and amount of data are not the main consideration, as long as the data has: - at least 10 variables - three or more data types - two or more problems: missing data, inconsistencies, errors, categorical data that needs to be converted to numeric, entries like text that need to be converted into proper features, etc. - if the data does not have enough problems, you can substitute one problem for feature engineering (creating new features from the original features) We are not concerned with