Database dashboardроботи

Я шукаю розробника з досвідом роботи з AirTable для налаштування та автоматизації ключових бізнес-процесів моєї компанії. Наш ідеальний кандидат - добре розуміє функції AirTable і вміє працювати з базами данних. А також готовий створювати індивідуальні рішення для потреб компанії. Задачі та виклики: - Аудит та аналіз продуктивності налаштованої Airtable бази з метою виявлення можливих поліпшень та оптимізацій. - Побудова та реалізація нового воркфлоу для існуючої бази в AirTable. - Автоматизація повторюваних завдань і робочих процесів. - Інтеграція AirTable з іншими інструментами та платформами, яку ми підберемо разом вже під наші потреби. - Надання підтримки користувачам та вирішення проблем. - Розробка та підтримка документації щодо роботи з базою включаючи інструкції для користувачі...

I need to create a database of Ukrainian: - real estate agencies offering foreign property, - investment / financial firms offering foreign investment property. Database must be devided in two parts: 1. Company from Kyjev 2. Company form other parts of Ukaraine. Database scope: Name of company, Town, Email address, Web site ++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++ Мені потрібно створити базу даних української мови: - агентства нерухомості, що пропонують іноземну власність, - інвестиційні / фінансові фірми, що пропонують іноземну інвестиційну нерухомість. База даних повинна бути розділена на дві частини: 1. Компанія з Києва 2. Фірма утворює інші частини Укарайна. Обсяг бази даних: Назва компанії, місто, адреса електронної...

I'm looking for a skilled developer to create a sophisticated web app...be user-friendly, ensuring a smooth reservation process. - Menu Recommendation: An AI module that can recommend dishes to customers based on their preferences and previous orders. - Order Taking: The web app should facilitate online ordering, ensuring a seamless experience for customers. - Onboard restaurents - Data fetch from Toasts and other POS - Predictive Cost of good sold and sales. - Dashboard - Invoice scanning Experience in predictive sales, responsive web design and e-commerce functionalities are essential for this task. Prior work with restaurant systems will be a big plus. If you're confident in your ability to deliver a high-quality, user-friendly and AI-powered web application, I'...

Build an ISO for a raspberry pi (with cellular notecard) to scan for unique cell phones in a specific range and log the unique phone ID and timestamps/ping (distance) from the raspberry pi and store in mysql database using cellular adapter.

...Inclusion of at least 100 sample products for demonstration. recommendation system: Generate recommendations based on simple rules and user behavior. For example, you can recommend products that are popular among other users, products in the same category as the ones the user has viewed, or products with similar price ranges. Store and update user view history in the database. Display recommended products on the user dashboard based on the user's preferences and view history. Search with Basic Recommendations: Enhance the search functionality to provide basic recommendations. Modify the search algorithm to consider user preferences and recommended products while retrieving search results. Implement autocomplete or search suggestions based on user behavior and popular ...

...create a unique shopping experience marketplace application. The application should be versatile and functional on both web and mobile (iOS/Android). Key Features: - The primary focus of the application is to provide seamless product search filter options & a unique and new way of shopping with AI ,AR Features etc. the interface should be user-friendly and efficient - The Application will have a dashboard for sellers, for buyers and for us - The whole idea is to create friends while shopping so the application will have a community section where three will be soon million of members active where everyone can communicate and make friendships Payment Integration: - The application must be able to accept UPI payments and transactions from various banks. These are essential...

I need specialized assistance on visualizing my completed data analysis, encompassing sales data, financial data and customer data. To make this happen, I'm seeking a seasoned Power BI dashboard designer. Expertise required: - Proficient in creating Bar charts, Pie charts, and Line charts in Power BI - Has experience working with diverse datasets especially sales, financial and customer data - Can deliver the project urgently If you can create a comprehensive and visually appealing dashboard to delineate and amplify my data's context, your experience and skills will be indispensable to this project. Let's connect ASAP and bring this to life.

...complete but due to some error while connecting to the database some code is missing and the connection is not completed. You have to find out where the problem is and fix it properly. I will help you in everything ******* I'm seeking a skilled PHP developer to assist with a project that involves fixing a PHP file and combining a Php ,MySQL database. The main tasks for this project include: - Resolving a database connection issue in the PHP file. - Combining the MySQL database in the backend of the PHP file. Your role will be crucial in ensuring that the database is correctly integrated into the PHP file and that the database connection is stable and error-free. The PHP file should be able to successfully communicate with the MySQL ...

...User Dashboard templates. Key requirements: - Installation of Laravel + Vue app: As I've already purchased the app from CodeCanyon, I need help with setting it up on my hosting. This includes ensuring all necessary files are correctly placed and the app is running smoothly. - Admin & User Dashboard Setup: The Laravel + Vue app comes with pre-built dashboard templates for both admins and users. I need these templates to be fully functional and integrated with the app. In addition, I might need to make some basic modifications to the dashboard layouts. Ideal skills and experience: - Proficient in Laravel & Vue.js: Strong knowledge of these frameworks is essential for setting up and customizing the app. - Experience with dashboard template...

Project Overview: I am seeking to have a custom Google Sheets system created for a group within a GTA V roleplay server. Our group imports special items for other groups, and we need an efficient way to manage these transactions. Requirements: Main Sheet: Buttons: Treasury Deposit/Withdrawal: A button that, when clicked, presents a dialog or an input field directly on the sheet to enter the deposit or withdrawal amount. Shipment: A button that allows users to input the following details: gangName memberName itemOrdered itemQuantity weightUsed currentWeight weightAfter orderedBy Automatic calculation of the total weight and price for each item (a list of items, their prices, and weights will be provided). TreasuryDB: A dedicated sheet to track all deposit and withdrawal transactions. ...

...creating an ER diagram, relational schema, database dump, SQL files, and queries for a library database system. Requirements: - ER Diagram: An ER diagram is required with rationalities similar to the example provided in this link: - Relational Schema: Develop a relational schema that effectively models the database. - Database Dump: Provide a database dump for the system. - SQL Files and Queries: The project should include a set of SQL files and queries that effectively interact with the database. - Managerial Queries: Develop a minimum of 20 managerial queries that will be used to analyze and manage the library database. Deadline: This project must be completed by Monday. Ideal Skills: - Proficiency in database design and SQ...

I need a website dashboard centered around trip/job logging. Key requirements include: - Bootstrap 5.3+ - Integration with OEMServer (Digital matter) - Vehicle tracking and historical route logging Beyond this, the dashboard must have a comprehensive vehicle tracking system. It must leverage GPS tracking, have the option to provide real-time location, and be capable of mapping and storing historical route, vehicle and client information to a database. The ideal freelancer for this role should have strong experience in GPS technologies, and real-time data feed implementation and developing historical route tracking and storing. The aim is for a responsive, user-friendly, and efficient website dashboard that fulfills these roles effectively.

...complex backend development and database integration tasks and run code as offline. Key Responsibilities: Develop, test, and maintain robust, scalable, high-quality software solutions. Design and implement new features and functionality. Write clean, maintainable, and efficient code. Develop RESTful APIs to support front-end functionality. Integrate user-facing elements developed by front-end developers with server-side logic. - In-depth understanding and experience of backend operations using Python Django. - Managing and integration of the database with the application. - Maintenance and improvement of existing codebase for optimal functionality. Desirable Skills: - Proven experience in Python Django for backend development. - Hands-on experience in database ...

I'm looking for a skilled machine learning professional who can help me create a simple web-based dashboard for data analysis using Python. Key Requirements: - Utilize Python for data visualization - Data to be visualized is categorical - Proficient in machine learning for data analysis Ideal Skills: - Proficiency in Python for data visualization - Experience in creating dashboards for data analysis - Knowledge in machine learning for understanding the data The dashboard should be user-friendly and easy to understand, and should be hosted on a web server for easy access. Experience in similar projects would be a definite advantage.

...Inclusion of at least 100 sample products for demonstration. recommendation system: Generate recommendations based on simple rules and user behavior. For example, you can recommend products that are popular among other users, products in the same category as the ones the user has viewed, or products with similar price ranges. Store and update user view history in the database. Display recommended products on the user dashboard based on the user's preferences and view history. Search with Basic Recommendations: Enhance the search functionality to provide basic recommendations. Modify the search algorithm to consider user preferences and recommended products while retrieving search results. Implement autocomplete or search suggestions based on user behavior and popula...

We are seeking an experienced PHP developer to assist in fixing existing and add new back-end functionality. Our platform allows parents to book their children's lunch boxes for selected schools, offering multiple choices for the boxes. Parents can select the school and timings through dropdown menus. We receive the details on our dashboard and print stickers to be pasted on the boxes. Currently, we are facing issues with obtaining accurate order details, leading to mismanagement and manual intervention. We also want to integrate a monthly subscription feature for parents. The ideal candidate should have a strong understanding of PHP and be able to create clean, efficient, and scalable code. As a PHP Developer, you will be responsible for implementing new features, improving ...

Our project aims to enhance the Django website running on Ubuntu by addressing several key issues. We will streamline Google registration, fix email registration to avoid redundant data requests, and update the logo. We'll verify email confirmation, resolve logout errors, and ensure the machine names display fully. We'll adjust font sizes, reorganize dashboard boxes, correct console errors, and fix icon colors. Additionally, we'll refine machine information display, adjust button states, and update dropdown menu functionality. Finally, we'll correct API settings visibility and fix data display issues on the profile page and other sections.

I've compiled a comprehensive global leads database with 8 million entries. The database includes a variety of details such as name, email, contact number, website, profession, and even Instagram username. - **Purpose**: This database is specifically designed for sales leads generation. It's meant to help businesses and organizations reach out to potential customers and grow their sales. - **Categorization**: The leads are not just categorized by one specific filter. Instead, they're a mix of different categories from various industries, countries, and professions. This eclectic mix provides a wide range of opportunities for potential buyers. - **Delivery Method**: I'm looking to sell this database through a CSV file, online access to the...

Commercial real estate agency database of GCC

About Plesk hosting upgrading the database from MariaDB 10.1 to 10.3 i would like to upgrade the database from MariaDB 10.1 to 10.3 for my hosting however, my hosting have a lot of client website in it, just would like to know if this upgrade will not affect the existing database thanks

Self Managed Home Care Providers Database

I'm seeking a data entry specialist with a knack for precision to type data from PDFs into an online database. Key Requirements: - As a data entry specialist, you will be responsible for the accurate and timely entry of data from PDFs into our online database. - The data format should match the original PDFs, with no specific validation rules needed. - The ideal candidate will be detail-oriented, with a proven track record of data entry. If you're someone who enjoys working with data and has an eye for detail, this could be an ideal project for you.

We have diagrams for the cars. We want someone who can create a database of where we can find the analog fuel sensor wire under the dashboard. Project is for 1000 cars and can be long term.

I'm in need of a highly skilled developer to create an admin dashboard for an e-commerce site. This will involve managing callback values for various e-commerce events such as sales, cancellations, and renewals. These values need to be stored in a MySQL database. Additionally, email notifications need to be sent to both the admin and users, triggered by specific e-commerce events. Key Requirements: - Develop an admin dashboard for managing callback values - Utilize a MySQL database for storing the callback values - Implement a system for automated email notifications upon e-commerce event triggers Skills & Experience: - Strong proficiency in MySQL - Extensive experience in e-commerce site development - Proficient in creating admin dashboards - Skille...

I'm looking to create a comprehensive database of self-managed home care providers in Queensland and Australia to facilitate networking within the industry. Key requirements: - The database should include the provider's: - Name - Address - Email - Prime contact Ideal skills for this project: - Proficiency in data collection and database creation - Familiarity with the home care industry in Queensland and Australia - Organizational skills, to categorize the data by region - Excellent attention to detail, ensuring accuracy in information provided The data should be organized by region for easier networking. I may also require the database to be updated periodically. The collected information should be reliable, up-to-date, and include a diver...

...professional who help finish a custom Tableau dashboard. Key Requirements: - The dashboard will display custom data. - The dashboard should have data filters that allow users to interact with the data, specifically in the form of dropdown menus. - Charts should be easy to understand and navigate. Ideal Skills and Experience: - Proficiency in Tableau: The ideal candidate should have a strong background in creating Tableau dashboards with complex data sets and interactive elements. - Data Visualization: A good understanding of how to present data in a visually appealing way is crucial. The ability to communicate complex data effectively is a plus. - User Experience (UX) Design: A good understanding of how the end user will interact with the dashboard is key....

I am in need of someone who can help me gather email addresses, websites, and phone numbers from the links in the attached spreadsheet. It's crucial that the information you provide is accurate and up-to-date. The test of accuracy will be me sending emails and verifying the company. Any wrong details will need to be collected again unless it is beyond your control (e.g. company has closed down etc.) Automated collection will be erroneous as the data needs to be collected in the following way. use the company names or links from the attached spreadsheet. 2. To copy and paste the company name + UK in the Google search box. The company's operation must be based in the UK as similar names may exist in US as well. 3. Or to click company logo and collect its email addresses, websit...

I'm looking for an experienced full-stack developer to build a custom admin dashboard for a Flutter app backed by Firebase. The dashboard should have a clean, minimalist design and robust functionality to manage the platform. Core Features: - Firebase Integration - Comprehensive Data Visualization - Content Management (Articles, Quizzes, Categories) - Feedback Management - Notification System (In-App, Push) Other Key Features: - Secure Admin Authentication - User Management (Roles, Permissions) - Content Packaging & Distribution - Content Localization - Import & Export Functionality - Settings & Integrations - Security & Compliance - Performance Monitoring & Optimization The ideal candidate should have: - Proven experience developing admin dash...

Будь ласка, зареєструйтесь або увійдіть в систему для перегляду деталей.

I need a proficient database developer (PHP Developer) to create a specialized system for my dental equipment repair company. The database will cater to a sizeable clientele of 5000 customers. The details to be incorporated include: * Equipment type (X-ray machines, Dental chairs, Autoclaves) * Maintenance history * Customer details (Clinic name, number, email address etc.) In order to succeed in this project, you should have: * Strong database creation skills with the ability to account for our unique needs * Experience in the healthcare sector, specifically knowledge of dental equipment * Excellent problem solving and critical thinking skills for effective database design * Understanding of confidentiality requirements given the sensitive nature of the cu...

I'm looking for an experienced Power BI specialist to create a dashboard for me. The data that I would like to be integrated into this system is in an Excel spreadsheet. Key project requirements include: - Creation of a detailed and interactive Power BI dashboard - Integration of Excel data sources into the dashboard - Configuration of the system to ensure real-time data updates Ideal Skills/Experience: - Proficiency in Power BI, particularly in creating dashboards - Experience in integrating data from Excel spreadsheets - Understanding of how to configure real-time data updates in Power BI.

We are seeking an experienced Flutter developer to integrate 's video and call streaming services along with Firebase database into our existing Flutter application. The primary tasks include implementing 's features for seamless video streaming and call functionality, as well as utilizing Firebase database for efficient data storage and retrieval. The ideal candidate should have prior experience with SDK and Firebase integration. Additionally, the developer will be responsible for updating the app to meet the requirements for submission to both Apple Store and Android Store. If you have the necessary skills and expertise in Flutter development, we'd love to hear from you.

...Marketing/Token Burning Wallet: • 5% of the losing bets are collected into a designated wallet. • This wallet can be used for marketing expenses or for token burning to manage token supply. 6. Smart Contracts: • Smart contracts to handle the betting process, pot distribution, and fee collection automatically. • Transparent and immutable records of all bets and transactions. 7. Administrative Dashboard: • An interface for administrators to manage games, view statistics , and handle user inquiries. • Tools for setting up new games and closing completed games. 8. Security and Transparency: • Ensuring the platform is secure and free from vulnerabilities. • Providing transparency to users regarding bet placements, odds, and pot distri...

We need the following features: 1. Login/ registration 2. Stripe integration 3. Place and order 4. After placing order, user can upload files to start project 5. Admin receives files from order. 6. Email notificat...user can upload files to start project 5. Admin receives files from order. 6. Email notification about order progress to user and admin 7. Admin uploads final report pdf to order and marks complete 8. User can download report from order page. End of flow. More details: What specific features would you like to include in the SaaS dashboard? User management, Payment processing, Upload and download files How do you envision the user interface of the SaaS dashboard? Modern and intuitive design What level of user access control do you need? Basic (e.g., admin and...

We need the following combination of online database and data entry interface from users + a local MS access file. Online Database and web I terface for data entry We want to have multiple users to view and edit information for subscribers (names) in a database. Those users must be able to login on a web page, with a username and password. All users will see same information. But certain fields, those they will be able to edit, will be visible only to that specific user (and admin). Multiple users must be able to enter data (different) for each subscriber. User must be able to filter certain columns, search in all fields, hide/show columns. Online (on web) visible to users, will be only the fields mentioned in table visible) MS Access (local file) Administrator must...

I'm in need of a simple Android application that's centered around offline data storage. Consider it an offline simplified Instagram app: Dashboard gallery - has a + button that creates a post (see screenshot) - displays rows of 5 thumbnails (similar to Instagram) (see screenshot) Post A post can take 3 forms: - static weight text (ie. 71.3, ^0.5 - where the latter is the weight gained compared to the previous logged weight) (see screenshot) - a photo (see screenshot) - date (ie May 19) (see screenshot) Post interaction - Posts can be deleted or be created Gallery conditions - Displays rows of 5 thumbnails (see screenshot) - If it is the first post of the day, the gallery adds a thumbnail of today's date before adding the actual post (see screenshot) Post conditi...

I am looking for a professional developer to create a comprehensive and user-friendly dashboard for tracking my crypto investments. This won't be a public app. It's for my personal use only. I will provide the front-end elements (React) most of the work is for adding functionality and back-end. Key Features (I have API from CoinStats for these): - Real-time Price Updates: The dashboard should provide real-time updates on the prices of various cryptocurrencies. - Portfolio Balance Overview: I need to have a clear overview of my overall portfolio balance. - Transaction History Tracking: This feature will allow me to keep track of all my transactions in the crypto market. Additional Pages: - Indicator Tracking: An essential feature that should provide insights into...

I'm looking for an expert to create a web-based CRM database aimed at efficiently storing and managing information. The data I intend to keep include: - Customer contact details - Sales history - Communication logs - Course details - Course Refresher notifications This project also requires the creation of functionalities to: - Add new contacts - Update existing contact information - Track sales performance Ideal freelancers should have substantial experience in CRM database development, with knowledge of implementing web-based solutions. Familiarity with training or course-based entities would be a bonus. Your expertise ought to allow seamless additions, updates, and performance tracking of stored information. Demonstrable success in similar projects will be advanta...

...interfaz de usuario de aproximadamente 10 pantallas (ver adjunto) de la aplicación a partir un diseño UX UI definido. • Se entrega el diseño UX – UI • La consulta de datos se realizará por API desde Postman • Trabajará en estrecha colaboración con el desarrollor back y UX UI para implementar un nuevo dashboard y mejorar la apariencia visual y la usabilidad general de estas pantallas. 1. Diseño de Login 2. Diseño de Inscripción de usuarios 3 pasos 3. Diseño o elección del Dashboard para su implementación (plantilla). 4. Implementación de grillas, paginación, ordenamiento y filtrado en las tablas de datos (Importante). 5. Permitir compartir pdf d...

I'm looking to test database scraping on a website to extract names and potentially contact emails (if available). The data doesn't necessarily need to be organized or cleaned post-extraction. Ideal Skills: - Proficiency in web scraping tools - Understanding of database structures - Familiarity with handling contact information The data should be organized in an excel and csv based on the desired layout.

...expert with solid experience in AI integration and advanced dashboard development. The project has multiple facets, including: - Data Cleaning and Transformation: The ideal candidate will have experience in working with large and complex databases. You should be able to clean and transform the data efficiently for integration into the dashboard. - Dashboard Design and Development: An eye for design is key. You will be creating a visually appealing and user-friendly dashboard, with the ability to customize as needed. - AI Model Integration: Extensive experience with AI integration is a must. You should be able to develop and integrate advanced AI models within the dashboard effectively. The main source of data for this project is a database, so...

I'm in search of professional Sveltekit developers who can craft and style web components for my SaaS platform. We've already established the design theme, but the individual components ...Sveltekit: You should have a strong command of Sveltekit and experience developing custom web components. - UI/UX Design Understanding: While the design style is set, an eye for good UI/UX practices is appreciated for the development of functional components. - API Integration: Experience with integrating web components with APIs will be crucial for this project. I have attached an AI generated dashboard that meets our style and color scheme requirements for you. This project offers an exciting opportunity to work on a cutting-edge SaaS platform, and we look forward to seeing your por...

...social media accounts. • User accounts store personal information, trip history, and preferences. Operator Registration and Authentication: • Coach operators can register and provide details about their services, pricing, preferred locations, etc. User Dashboard: • Users can submit trip details including location, and passenger count. • Users receive quotes from multiple operators. • Users can view and manage their trip requests, quotes, bookings, and messages. • Chat functionality to communicate with operators. Operator Dashboard: • Operators can view available trip requests. • Operators can send quotes to users. • Operators can manage their accepted bookings, quotes, and messages. • Chat functionality to comm...

...their own movie critiques, reviews, and recommendations, while providing general users with an intuitive interface to explore and follow their favorite critics. **Key Features:** 1. **User Registration and Login:** - Create secure registration and login interfaces for both critics and general users. - Implement user roles to differentiate between critics and general users. 2. **Critic Dashboard:** - Provide critics with the ability to create and customize their own web pages within the platform. - Allow critics to upload movie posters and enter detailed metadata about movies. - Enable critics to publish reviews, ratings, and recommendations. 3. **Home Page and Navigation:** - Design a homepage that highlights top critics and their latest recommendations. -...

I am seeking a proficient dashboard developer to create a comprehensive and professional stock dashboard that will provide me with updated, real-time data and historical performance of approximately 50 stocks from both US and European markets. This dashboard will serve as my principal tool to track and manage my portfolio. Key Features: - Real-time stock data updates - Historical performance analysis for all stocks - Portfolio tracking for about 50 stocks Visual Design: - The design should be corporate and professional. I'm open to vibrant colors or minimalistic elements in order to easily visualice limit alerts. Ideal Skills: - Experience in both front-end and back-end development - Knowledge in financial markets, specifically NYSE, NASDAQ, and LSE. - Profic...

I'm seeking a proficient Access Database designer to build an advanced and fully functional task management system. Key Features: - Data Entry Forms: These should be user-friendly and designed for efficiency. - Reporting and Analysis Tools: I need to be able to easily track productivity and analyze task-related metrics. - Data Validation Rules: The system needs to ensure the accuracy of inputted data with stringent validation rules. Structure: The database should consist of 5-10 interlinked tables for comprehensive task tracking and management. Ideal skills and experience for this job would include: - Extensive experience with Access database design, specifically around task management systems. - Strong ability to translate user needs into functional system fe...

...reports using Sisense Dashboards - Leveraging Blox coding to enhance the reports with advanced analytics - Ensuring the integration of invoice data and analysis reports into the reports - Implementing appropriate visualizations and data representations for optimal understanding - Ensuring the reports are user-friendly and easily navigable. The ideal candidate should have: - Proficiency in Sisense Dashboard designing, with a strong command over Blox coding. - Prior experience in creating customized, data-rich reports. - Strong analytics skills to implement and understand advanced analytics. - Experience with integrating data from different sources, especially invoice data and analysis reports. - The ability to understand and translate complex data into easily understandable visua...

I'm seeking an experienced freelancer with strong attention to detail to perform data entry into my database. The data to be entered is text-based and extracted from various sources which may have distinct formats. Below are specifics about the job: - Handling Text Data: The job will entail entering a variety of text data into the designated database. - Format Diversity: The data comes from diverse sources, so it does not adhere to a specific format. The ideal candidate must be adaptable in handling different data formats. - Correcting Discrepancies: The freelancer will need to spot and correct discrepancies or inconsistencies within the data sources. Accuracy and keenness to details will be crucial. Ideal Skills: - Proficient in data entry - Strong attention to d...

I'm looking for a skilled professional to improve the accuracy of my cloud-based database. To achieve this, the tasks at hand include: - Identifying and removing duplicate entries - Standardizing data formats to ensure consistency - Conducting routine data cleaning checks to maintain accuracy Ideal candidates should have: - Proven experience in data cleaning and management - A deep understanding of cloud-based database systems - Strong communication skills as I prefer to get updates and progress reports through an instant messaging app.

I'm seeking an expert in Excel analytics. This project involves working with existing but undisclosed business data to help me understand and optimize the business's performance through indicators like KPIs. The freelancer's task encompasses: - The creation of robust dashboards that effectively communicate KPI outcomes. - The execution of classification analysis to differentiate key data points. - Clustering the data into discernable patterns to aid business decision making. Ideal skills for this job include Excel proficiency, data analytics experience, and an understanding of key business metrics such as KPIs, dashboards, classification, and clustering. A background in business data analysis and the ability to assign meaning to raw data is desired.