Comparing graph jobs
I need to create a knowledge graph using neo4j, but this graph is different from many traditional applications. The theme of this graph is to display the knowledge framework of aluminum extrusion, which needs to be found online or in the literature. I've been built up a part of it, if you can continue to extend more context based on my KG's style. Also, I need a record of all the changes you've made, and a reference to the knowledge you've added. Flowchart Expansion: As outlined in the appendix, I have already developed a part of the Neo4j file. Could you please use the existing flowchart as a base and add more nodes and relationships? Focus particularly on expanding more design guidelines under "Forward" and "Defects". These ...
I'm in need of a custom supply and demand project that can be used for market analysis, Key Requirements: - Two diagrams should consider Price and Quantity as primary variables. - I'd also like the second graph to incorporate Deadweight Loss, Tax Revenue, and Consumer/Producer Surplus. - The design must be easy to understand for those not so well-versed in economics. - Last question is optional, but will pay extra to be done. - Diagram labelled fully Your Deliverables: - Hand-drawn or software used to draw the 2 graphs. - 4 points briefly summarising what happens to consumer and producer surplus and relate that summary to the deadweight loss. (last question optional) Ideal Skills & Experience: - Proficiency in Economics, especially in Supply and Demand principles....
I'm in dire need of someone who can swiftly develop a graph for me, with the focus on my intrusion detection model. The type of graph I'm looking at is somewhat unique - it's not one of those common line, bar, or pie charts. Having a deep understanding of various kinds of graphs, and knowing how to implement them creatively, will come in handy for this task. The graph will be used to explain the methodology behind my model. Unfortunately, there aren't any further details I can provide on whether it is a trend, comparison or distribution graph. Crucially, I need this task completed within the next 3 hours. Therefore, prompt response and efficient work are essential. I do have an example to guide you, but thinking on your feet might also be ne...
...robust error handling and reporting mechanisms for failed logins and other issues. Schedule automated tasks to ensure timely execution of scripts and operations. Maintain compliance with security best practices throughout the system's architecture and implementation. Required Skills: Proficiency in Python and experience with Selenium for web automation. Experience with Microsoft Graph APIs and Bitwarden APIs for user and credential management. Scheduled Task: Use a scheduling tool like Azure Scheduler or a Python library like schedule to run the Selenium scripts on a scheduled basis (e.g., daily weekly monthly). Strong understanding of security measures related to API integration and data protection. Strong understanding of automation...
I am in need of a seasoned data analyst who can effectively work on a data visualization project for me. The main purpose of this project is: - Utilizing numerical data, categorical data, and time series data - Creating clear visual representations to aid in identifying trends and patterns - Spotting anomalies and outliers - Comparing various datasets An ideal candidate for this project would have a strong background in data analytics, preferably with previous experience in data mining and predictive modeling. Mastery in utilizing data visualization tools and software is also crucial. You should be able to understand and interpret complex data, and not only represent it visually but also spot anomalies, outliers and perform comparisons between different datasets, ultimately provid...
Description: Hey there! I'm looking for someone who’s really good at breaking down research papers. I've got two papers: "Human Mate Choice is a Complex System" and "The matching hypothesis reexamined," and I need a smart summary that pits them against each other. If you like digging into psychology and complex systems, this could be a fun gig! What You'll Do: Whip up a one-page summary comparing these two studies. Explain what problems these papers are trying to solve and why they thought it was worth a look. Dive into the new simulation features from the "Human Mate Choice" paper. Pull out the juiciest results and talk about what they mean. Wrap it up with some thoughts on how this kind of modeling helps us get the big picture. ...
...mind is a weightlifting video game for IOS. The game should include engaging features such as: - A progression system with levels to maintain the interest of the players over time. - Multiplayer functionality to encourage interaction and competitiveness among users. - Customizable avatars to allow players to personalize their gaming experience. - Leaderboards to motivate players to improve by comparing their results with others. - Achievements system to provide a sense of accomplishment when certain goals are met. The game is targeted not only at adults but also at children and teenagers, thus, the design and content need to be appropriate for all age groups. The ideal freelancer for this project would have a solid experience in IOS app development and games with similar mechan...
...finance practice named ELEVATE CAPITAL. I am interested in a design that adheres to the following: - Color scheme: Predominantly gold and black. I'd like these colors incorporated in the logo for a premium and elegant feel - Style: A minimalist design is my preference, leaning towards sleek simplicity without compromising the robust image that a finance firm requires - Key Elements: Incorporate a graph symbol into the design that signifies growth and progress I am looking forward to seeing intuitive approaches to interpreting these requirements, and highly recommend an understanding of branding within the finance sector for prospective designers. Advanced proficiency with vector graphic software (like Adobe Illustrator) is a must, along with a keen eye for aesthetics and...
I'm working on a psychological thesis aiming to understand behavioural variations influenced by different psycholinguistic factors. For this, I'm seeking a professional with relevant statistical acumen and a strong understanding of ANOVA one-way analysis. Key aspects of the project include: - Analyzing how syntax and grammar, as psycholinguistic variables, impact a certain behavior - Comparing different groups and determining if significant variances exist - Strong knowledge and expertise in statistics and behavioural psychology Ideal skills and experience: - Expertise in statistical analysis especially ANOVA one-way - Background in psychology or related fields - Experience in academic research would be a bonus. Your insights and recommendations will be extremely benef...
I am in need of a Python expert who can perform a deep dive into the performance of various LLMs under different conditions. The main focus of this task is to benchmark different LLMs and evaluate their performance against each other. Key responsibilities: - Conducting performance tests on LLMs. - Analysing the results and comparing them to identify the best performing system. - Providing recommendations on how to optimize the performance of the chosen LLM. - Set up a local testing environment (chatbot, playground dashboard) - Set up a cloud server (API server) - Google Colab, Jupyter Notebook - All configuration, test scripts in python, bash and exe) - Dockerized images for future implementation - Our Korean dataset of 20,000 published to HuggingFace workspace based on an existi...
I am seeking a highly skilled Python developer to add Recall, Precision, and F1 graph functionalities to the existing YOLOv4 Tiny on Colab implementation.
...functionality and the concepts learnt in the unit about data storytelling (following Dyke's Storytelling Arc) and best visualisations practices. You work in the analytics team for a global wire production company that has been performing well in the past few years. The CEO want to assess if there are improvements to be made in the company's focus for key products and how they approach distribution. By comparing the main products, customers and transport options and looking for any trends that the company can replicate, develop and propose an action based strategy for the CEO. If the strategy is successful what would be the estimated potential financial gain? (Note: The potential financial benefit can be calculated outside Tableau). Using the Story functionality in Ta...
...of $103,500. Right Y-Axis: Dollar values starting at the bottom at $47,500 and increasing in $50 increments to a maximum (at the top) of $53,000. Bottom X-Axis: Dates starting on the left at 1 April, up to 30 April, with ability to continue witn more dates. A horizontal green line at $52,600 and at $103,100. Cells on the spread sheet where I can add data (price points) for FOUR lines on the graph, these lines are designated as "100K Acct1", "100K Acct2", "50K Acct3", "50K Acct4". FOUR horizontal red lines, whose position I can adjust up and down on the chart Labeled "Trailing DD1", "Trailing DD2", "Trailing DD3", "Trailing DD4". Ideal skills and experience for this job include: - Previous exp...
...of $103,500. Right Y-Axis: Dollar values starting at the bottom at $47,500 and increasing in $50 increments to a maximum (at the top) of $53,000. Bottom X-Axis: Dates starting on the left at 1 April, up to 30 April, with ability to continue witn more dates. A horizontal green line at $52,600 and at $103,100. Cells on the spread sheet where I can add data (price points) for FOUR lines on the graph, these lines are designated as "100K Acct1", "100K Acct2", "50K Acct3", "50K Acct4". FOUR horizontal red lines, whose position I can adjust up and down on the chart Labeled "Trailing DD1", "Trailing DD2", "Trailing DD3", "Trailing DD4". Ideal skills and experience for this job include: - Previous exp...
I'm looking for a skilled data analyst with experience in R studio. The main tasks are statistical analysis and data visualization based on a dataset that consists of numerical, categorical, and time series data. Key Tasks: - Conducting statistical analysis to identify patterns and trends within the dataset. - Using the data for making predictions, comparing groups or categories. - Developing data visualizations (charts, graphs, etc.) to help better understand the data and its implications. Ideal Skills & Experience: - Proficiency in R studio and its data analysis tools. - Expertise in statistical analysis, predictive modeling, and data visualization. - Experience in handling various types of data including numerical, categorical, and time series data. - Good communicati...
I'm in need of a skilled presentation designer to create a persuasive PowerPoint presentation aimed at business professionals. In addition to the standard content, I'd also like to incorporate images, charts, and graphs to help r...a clear and engaging manner - Ensure the positioning of the content is optimal for the intended business professional audience Ideal Skills: - Proficiency in PowerPoint or other presentation design software - Experience in creating persuasive presentations - Ability to create and implement animations - Understanding of visual communication principles - Knowledge of data visualization and chart/graph design Please include samples of your previous work or a portfolio when bidding. Looking forward to finding a talented designer to help bring my p...
...require an experienced Python programmer, know a bit stock market, with a special focus on numerical data analysis from Key Responsibilities: - using futu openapi to collect real-time data (Hong Kong market : Warrants, CBBCs, Inline Warrants, Options, Futures) to Analyze and interpret complex numerical data - visualize the data into graph example : Hang Seng Index CBBC real time Bull 16.26 Bear32.41 today real time transaction amount (million) Total Qty Bull 1711.55 Bear 2667.41 Total issuance ratio Bull39 % Bear61 % proportion of transactions is Bull 33 % Bear 67 % Worthless Bull Worthless Bear 17800 - 18028 Waiting Worthless Bull 17201 Bear 18038 Points to Worthless Bull
I need an experienced freelancer to create a chart with interest rates in Canada for every month between January 2015 and the current month. Key Requirements: - The chart should accurately reflect the fluctuation in interest rates over the specified time period. - The format must be an excel which is easy to read and interpret. - No additional analytics features such as trend lines or forecasts are necessary, the primary focus is to clearly display interest rates by month. Ideal Skills: - Research historical interest rates in canada - Proficient in Excel and creating line graphs. - Strong understanding of financial data, specifically interest rates. - Eye for detail and ability to ensure the data is clearly presented for easy understanding.
Hi Bipin, As mentioned last week, can you please create a PPT template based on a pre-existing (attached) creative. We would like to have the colours and visual aspects run throughout the template, while incorporating space for text, images, and figures. Please create a variety of slide templates including those with only a title, a title and text, a title and graph, tables, etc. Thank you!
...Krishnan Droupadi Murmu Dr. Zakir Hussain Ramnath Kovind Slide 5 - How is the President Elected? The president isn't elected directly by the people. All the members of parliament and members of the state legislative assemblies elected him A candidate standing for the presidential post has to get a majority of vales to win the election Slide 6 - Power of president (need to show in the circular graph) Executive Powers Legislative Powers Emergency Powers Judicial Powers Financial Powers Slide 7 - Executive Powers being head of the union executive all the administrative decisions are taken under his name he also enjoys the power to appoint members of the election commission, finance commission and inter-state commission he also enjoys the power to enter into treaties with f...
I am seeking a graduate-level engineering maths and probability teacher for weekly sessions. The chosen freelancer should have a robust knowledge base on the subject matter and proven experience in teaching at a high educational level. Key areas for tutoring include: - Calculus relating to engineering - Probability mathematics - Linear Algebra (Matrices) - Graph Theory - Multivariate Calculus The ideal freelancer will be able to create a customized lesson plan, emphasizing the said areas and adjust teaching methods based on my learning pace. Strong communication skills and patience are also desired. Please include your teaching methodology and any relevant teaching experience in your bid. An academic background in engineering or related field is preferred.
I am currently conducting research that involves analyzing the relationship between two continuous variables collected from two groups. Specifically, I am seeking to assess the effect of [Variable 1- VOLUME] Collected at one timepoint on [Variable 2- THICKNESS] collected in another time point. Both variables are continuous in nature. what is the best test and graph to do this No time wasters please. Only those who definitely know the answer and can do it within hours are welcome
I'm in need of a skilled individual ...document file type. Main Responsibilities: - Retain a specific format design during the conversion process, the details of which I will provide later on. - Pay specific attention to the special characters or symbols, and tables and graphs present in the document. Ideal Skills: - Proficiency in Microsoft Word - Detail-oriented - Excellent understanding of complex/special characters and table/graph conversions - Dependable, with a commitment to delivering moderate accuracy in the output You will benefit from having prior experience with similar conversions. Any advice regarding the process, based on your prior experience, is welcome. Your attention to detail and the ability to adhere strictly to the set formatting are of prime importance...
hello, I have a project and I'm stuck at some point, please see the specifications in the zip it's for tomorrow morning budget:20$ language:french,arabic actually no need for much because I have already done rendering 1 and rendering 2 of the project, now for rendering 3, I just need to modify the block diagrams, the truth table, the state graph and the memory map (which are all done during rendering 1) according to the modifications requested by the workbook. load... We don't need coding in vhdl, just make the modifications on rendering 1 according to the instructions for rendering 3 if ever we can do a 10 minute meeting to explain to you what I need
I am seeking an experienced analyst to conduct a thorough, cradle-to-grave Life Cycle Assessment (LCA) for a fleet of motor vehicles. This LCA is aimed at evaluating and understanding our environmental impact. Key tasks to be undertaken in this project: - Conduct ...environmental improvement. Successful freelancers will ideally have: - Proven experience in LCA, specifically within the manufacturing sector - A strong understanding of cradle-to-grave analyses - The ability to identify and suggest key environmental improvements - Understanding of SimaPro or similar software This project offers the opportunity to these findings in a research paper aimed at comparing and investigating the environmentally impacts of alternative modes of transport vehicles to be more environmentally...
I'm in need of a skilled web designer who can create an engaging campaign website for me. The main goal of this website is for participants to be able to track their progress through visua...website - Implementing features that allow participants to track their progress - Ensuring the website is optimized for increasing brand awareness, driving traffic, and lead generation Skills and Experience: - Proven experience in designing and developing campaign websites - Proficiency in creating engaging user interfaces and implementing interactive features - Strong understanding of visual graph implementation and user tracking - Familiarity with e-commerce and digital marketing would be a plus If you have a solid background in web design and can bring this project to life, I'd li...
...and machine learning. Key Tasks: - Leveraging Data Processing Expertise: I need someone with a strong background in data processing, particularly in relation to graph technologies. Your role will be to harness this knowledge to create an efficient and effective architecture for analyzing knowledge graphs. Ideal Skills and Experience: - Strong Data Processing Background: A deep understanding of data processing is crucial for this project, particularly in the context of graph technologies. Experience in working with large datasets and complex data structures is highly desirable. - Familiarity with Graph Technologies: Knowledge of graph databases and associated technologies is essential. Experience with tools like TigerGraph, Amazon Neptune or similar is desir...
...and machine learning. Key Tasks: - Leveraging Data Processing Expertise: I need someone with a strong background in data processing, particularly in relation to graph technologies. Your role will be to harness this knowledge to create an efficient and effective architecture for analyzing knowledge graphs. Ideal Skills and Experience: - Strong Data Processing Background: A deep understanding of data processing is crucial for this project, particularly in the context of graph technologies. Experience in working with large datasets and complex data structures is highly desirable. - Familiarity with Graph Technologies: Knowledge of graph databases and associated technologies is essential. Experience with tools like TigerGraph, Amazon Neptune or similar is desir...
I need a talented data analyst to analyze survey results. - Significant experience with Excel - A history of data analysis, particularly within social media - Experience turning raw data into bar charts, line graphs, and pie charts - Knowledge on Feedback interpretation Key Responsibilities: - Analyze the data and create charts/graphs in Excel - A bar chart, line graph, and pie chart are required as a minimum - Deliver clear, concise insights from the data analysis Let's connect if you're ready to turn complex data into insightful, simple visuals.
...Main Display Area: For Mrs. Madra: Features: Current blood glucose level, next insulin dose reminder. Design: Uses clear, large fonts and color coding (red for high, green for normal, and yellow for low) to indicate blood glucose levels. Purpose: Critical for managing insulin-dependent diabetes effectively. For Mr. Dalal: Features: Dietary tracking and blood glucose trends displayed via a simple graph. Purpose: Helps monitor the impact of dietary choices on his pre-diabetic condition. Navigation Bar: Location: Bottom of the interface. Features: Icons for Home, Reports, Settings, and Help. Purpose: Simplifies navigation throughout the app, ensuring easy access to different sections with minimal taps. Alerts and Reminders: For Mrs. Madra: Alerts for insulin injection times. For Mr....
I'm looking for an excel expert to help build and format an advanced product database for the services industry. I already have an existing excel spreadsheet with many items already programmed so this will just be added on. This will revolve around three main components: -Product database containing items -Drop down menu to insert products from database -Custom Graph A strong working knowledge of Excel features, particularly Pivot tables, VLOOKUP function and conditional formatting is a necessity. It would be ideal if you also have experience in data management for the services industry. Your expertise will enable the creation of an effectively organized and easy-to-manage database.
...the shapes and volumes of the model. Recommended program: It is recommended to use for the unwrap of the character and later textured of the model the free software Blender () seen in class. However, it is possible to work from other 3d software such as Maya. The texture can be designed in any two-dimensional graphics software (Photoshop) or in software that allows you to graph and texture directly on 3d models (Blender)....
I need a data analytics expert to execute a house price prediction project while also comparing various prediction models using R. Aspects of the project include: - Execution of data cleaning and preparation - Building various prediction models including regression and w.r.t a single & multiple features - Interpreting and visualizing the results of these models and comparing the model performance using metrics such as R2, RMSE etc - Crafting an academically sound 1500-word report summarizing the findings and related literature The ideal freelancer will have substantial experience with data analytics in R, specifically with data cleaning, model building, and results interpretation and visualization. They should also possess strong academic writing skills.
...Experience: - Extensive experience in PowerPoint design, particularly pitch decks - A knack for creative design, capable of preserving a corporate feel - Proficiency in creating aesthetically pleasing and readable infographics. Your output will be a versatile template that we can use to represent our company and ideas in an engaging, creative, yet professional manner. I want this to be info graph and photo heavy (creative vs lots of words) This template will be used for different decks. Please include our colours. Slide examples would be Title Slide Table of Contents Company Overview Services Case Studies Recap Clients Thank you This will be delivered via pdf. Logos and colours and fonts will be advised upon hire. Please send links of past jobs and timeframe for completi...
...them to three other football websites. Here are the details: - Your task is to evaluate the layout and navigation, color scheme and branding, typography and readability of the football website. - The primary goal of the football website is to drive sales. Your evaluation should be focused on whether the current design is effectively contributing to that goal. - The benchmarking task involves comparing the website with three others. Key aspects of the comparison should include design for usability, conversion-centered design, and how the websites address the 'Three Questions' principle (what you're offering, why should I pick you, what to do next). - Mobile-first design is highly valued in this task, as well as segmenting the users for improved personalization. ...
Seeking a skilled developer to create a unique volume indicator for my TradingView platform. Key Requirements: - Develop a Volume indicator specific to TradingView - Incorporate the feature of comparing volume to previous periods - Ensure the indicator is user-friendly and intuitive Ideal Skills: - Proficiency with TradingView indicators and Pine Script - Strong understanding of trading indicators and strategies - Prior experience with developing custom trading tools As the developer, you will need to ensure the indicator is visually appealing, accurate, and adds value to the trading experience. The ability to communicate effectively and deliver within agreed timelines is crucial. The end goal is to have a reliable indicator that can aid in making better trading decisions by pro...
...reduced risk and added value potential with those options. Use Gantt, Cashflow and Risk tools to illustrate the detail (templates for these tools are provided for you). Present your work in a power point document (examples of what these might look like are provided to help you). Include a final 1 or 2 slides that bullet point your reflective learning, based on the reading in the module and comparing this to your experience of developing a project plan. Key Responsibilities: - Utilize MS Project management software to establish comprehensive project plans - Allocate resources effectively across multiple teams and dependencies The ideal freelancer for this role should have: - Extensive knowledge and skill in using MS Project Management software - Prior experience managing ...
I'm looking for a web developer to create an advanced dynamic website dashboard. I have already created a website dashboard. I am attaching a video and implementation report. The website dashboard that I have is static and does not have any user interactions and features. I need features like; 1) The user can manipulate the graphs 2)user can filter on months and years of graph 3)interactive graphs 4)add more dynamic features You don't have to create a new dashboard; you just have to update it. I will give you online database access and this website dashboard code
I am in need of a Python expert who can perform a deep dive into the performance of various LLMs under different conditions. The main focus of this task is to benchmark different LLMs and evaluate their performance against each other. Key responsibilities: - Conducting performance tests on LLMs. - Analysing the results and comparing them to identify the best performing system. - Providing recommendations on how to optimize the performance of the chosen LLM. - Set up a local testing environment (chatbot, playground dashboard, Jmeter 5.5) (done) - Set up a cloud server (API server) (half done) - Google Colab, Jupyter Notebook - All configuration, test scripts in python, bash and exe) - Dockerized images for future implementation - Our Korean dataset of 20,000 published to HuggingFa...
I'm in need of a professional who can guide me in setting up an individual demat account. I am not sure whether to go with a bank or a stockbroker yet; I would appreciate informed recommendations on this. A key deciding factor for me is the potential for low brokerage charges, so if you have tips on how to achieve this, that would be highly valuable. Knowledge in comparing different service providers is crucial for this job. Proficiency in understanding and explaining brokerage charges is also ideal.
...Extension (To be Activated & Input using script as per logic)w Priority (fixed data coming from a third party form) Status (pending/completed) Assigned to (fixed names coming from a third party form) RATING (auto calculated using a formula) The Due Date and extension columns are in text format ("DD-MM-YYYY"). Script Functionality: The script runs daily to check each task's status and due date, comparing it with the current date. It sends data to specific webhooks if the task meets certain conditions: If "Due Date" is on or before the current date and the Status is "Pending," send data to "Webhook 1." If "Due Date" is past and the current date is on or before "1st Extension", send data to "Webhook 2."...
I'm looking for an expert in Graph Theory with experience in C/C++ programming. This project involves implementing algorithmic solutions such as Dijkstra's to identify cities with minimal connections. Here's what you’ll do: - Explore and implement graph theory algorithms - Optimize data structures for better performance Skills and Experience Needed: - Proficient in C/C++ programming - Strong knowledge & experience with data structure optimization - Expertise in Graph Theory and its application - Prior experience with the Dijkstra's algorithm is a plus - Strong problem-solving abilities Deliverables: - List of cities with minimal connections - An optimized data structure implementation - Proof of algorithm implementation If applyi...
...website that interacts with my PDF files using GPT (Generative Pretrained Transformer). This bot will serve as a new tool for help, aiming to expedite our engineering process and improve the decision-making process by: - Providing comprehensive information from the PDF files upon request, - Responding to specific queries about the files, - Recommending related files based on user queries, - Comparing various projects and offering valuable recommendations. The ideal candidate should have previous experience with GPT, chatbot design, and a basic understanding of engineering principles for comprehensive responses. Experience with PDF and photo file interaction is a massive plus. The end product should enhance the user experience and support automated responses to improve ou...
I'm in need of an FPGA expert with experience in VIVADO, to implement different edge detection algorithms, including Canny and Sobel, for the purpose of comparing their performance. Key Requirements: - Implement edge detection algorithms in VIVADO: The primary task is to develop and deploy edge detection algorithms in an FPGA, with a focus on Canny and Sobel techniques. - Algorithm Performance Evaluation: The main goal of this project is to compare the efficacy and efficiency of different edge detection algorithms, so you should have a strong background in image processing and be able to provide a thorough analysis of their performance. - Knowledge of other edge detection algorithms: While Canny and Sobel are the main focus, knowledge of other edge detection algorithms such as...
I'm in need of an FPGA expert with experience in VIVADO, to implement different edge detection algorithms, including Canny and Sobel, for the purpose of comparing their performance. Key Requirements: - Implement edge detection algorithms in VIVADO: The primary task is to develop and deploy edge detection algorithms in an FPGA, with a focus on Canny and Sobel techniques. - Algorithm Performance Evaluation: The main goal of this project is to compare the efficacy and efficiency of different edge detection algorithms, so you should have a strong background in image processing and be able to provide a thorough analysis of their performance. - Knowledge of other edge detection algorithms: While Canny and Sobel are the main focus, knowledge of other edge detection algorithms such as...
I'm looking for a skilled web developer to create a data-driven website with interactive graphs and user access levels. The website will primarily serve as a platform for data visualization and export. Key Functionalities for Admin User: - **User Management:** The admin should have the capability to manage user accounts, including setting access permissions. - **Graph Creation:** The admin needs to be able to create visual representations of data. - **Data Viewing and Exporting:** The admin should be able to view all the data and export it to Excel for further analysis. Graphs Per Department: - **Data Points:** The graphs should focus on data from Sales, Expenses, Profit, and Number of Employees, using a rolling average approach for accuracy. - **Rolling Average Calculatio...
