Survey data analysisemplois

...work on my project with the main objective of implementing predictive analysis. The data available for the project is largely categorical in nature. The ideal candidate should possess: - Mastery in Python - Experience working with categorical data - Demonstrated expertise in building predictive models using Machine Learning algorithms The mission at hand involves using Python, the preferred programming language for this project, to design an effective analysis solution. The key objective here is to convert raw data into a format that can be better interpreted for decision-making with the help of predictive analysis. The right professional for this project should further understand and interpret complex categorical data and effectivel...

...primary responsibilities will include developing a custom customer database tailored to our needs, where we can input various data such as photos, contact details, resumes, etc., and leverage machine learning algorithms for analysis. Additionally, there will be tasks involving automation and training and fine-tuning of models using tools like OpenAI's GPT-3, specifically Whisper. Key Responsibilities: Design and develop a specialized customer database for efficient data management. Implement machine learning algorithms for data analysis and insights generation. Create automation scripts for repetitive tasks. Train and fine-tune models using Whisper (OpenAI) with our own data recordings. Conceptualize and evaluate information for decision-...

I'm seeking a PCB engineer who's proficient at PCB layout design, circuit analysis and troubleshooting, and component sourcing. The project entails: - PCB Layout Design: The project calls for a standard size, multi-layer PCB. The ideal candidate should have the ability to design and implement PCB layouts that are both efficient and effective. - Circuit Analysis and Troubleshooting: The successful candidate will need to be able to analyze and troubleshoot circuits efficiently. They should be knowledgeable in a variety of circuit types and be able to deal with complex circuits. - Component Sourcing: The project also involves sourcing the necessary components for the PCB. The right candidate should be able to locate quality parts and ensure they are compatible with th...

...Generating monthly income statements - Compiling monthly cash flow statements Please note that I receive daily Payability reports from my marketplace. I have access to all necessary sales data from the marketplace, so the main focus will be on reconciling these figures with the Payability reports. Accuracy and attention to detail are crucial for this project. Ideal skills and experience: - Proven experience with reconciliations - Expertise with accounting software such as QuickBooks, Xero or Wave - Knowledge of e-commerce and marketplace sales - Strong understanding of financial statements and cash flow analysis If you have the relevant skills and experience, I'd love to hear from you. Please share your previous experience with similar projects, and how you plan t...

I am seeking a qualified professional who can assist me in my Mtech project, specifically in the applica...Continuous Wavelet Transform wavelets in MRI for image denoising and feature extraction. Key tasks: - Implementing already constructed custom wavelets in MRI - Utilizing the wavelets for image denoising - Extracting features from the processed images Ideal Skills and Experience: - Prior experience and proven expertise in complex Continuous Wavelet Transform - Strong background in MRI imaging analysis - Proficiency in image denoising techniques - Adept at feature extraction from images - proficient in MATLAB If you have the necessary skills and experience to assist with my project, please get in touch. Your contribution will be pivotal in the successful completion of my Mtec...

I need to label 20,000 pictures for data analysis purposes. - The main purpose is to extract text from these images. - YOU SHOULD NOT USE OCR, NOR ANY OTHER SOFTWARE, IT SHOULD BE MANUALLY DONE. - It should be 100% accuracy by manually entering the data -Each image contains a maximum of 5 characters Examples have been attached

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I'm looking for a skilled professional who can help me with a data analysis project. The project includes a variety of tasks such as Index Development and Justification, Data Selection, data cleaning, Multivariate Analysis, Normalisation, Weighting and Aggregation, Link to Other Indicators, Visualisation of Results, and Version Control. Skills/experience required: - Proficiency in data analysis techniques - Experience with data cleaning and normalization - Strong knowledge of multivariate analysis - Ability to create visual representations of data - Experience in version control of analytical work The specific data you'll be working with is open to your choice. Your expertise in selecting, cleaning, an...

...information about it (fertilizing, used machinery, ...) - Utilizing the Sentinel Hub satellite maps API - Showing normal map layer - Providing a feature for customers to create a vegetation index analysis - Showing real-time weather forecast information through a widget - Export analysis to shapes for different terminals in tractors and machinery The application will have different logins for different customers. Ideal skills and experience for this job include: - Proficiency in web application development - Experience with satellite maps APIs, specifically Sentinel Hub API - Familiarity with data analysis, particularly in creating vegetation index - Knowledge of integrating weather forecast widgets into web applications - Ability to set up secure login sy...

...to meticulously go through the PCB layout and spot any potential design flaws. - Checking component placement: It's crucial to ensure that all components are correctly placed and oriented as per the design requirements. - Verifying power and ground connections: A thorough check on power and ground connections is vital to eliminate potential circuit issues. Your expertise in PCB layout design, analysis tools and techniques will be a valuable asset for this project. Experience with similar projects and a strong understanding of signal integrity considerations would be advantageous. Your feedback and suggestions for improvement will be highly appreciated....

I'm in need of a professional to assist in the analysis of textual data from online surveys. The primary goal of the project is to identify trends from the completed surveys. Key Requirements: - Proficiency in data entry and analysis particularly with textual data - Previous experience with online survey data analysis is an advantage - Ability to identify and interpret trends from the analyzed data - A meticulous approach to handling and processing of data is essential It'd be great if the professional has a background in data analysis, strong analytical skills, and attention to detail. The desired outcome is a comprehensive report providing clear insights into the trends observed from the onl...

I have a survey of 20 questions intended for an academic study. I need 150 survey responses specifically from industry professionals. Key Tasks: - Conduct a thorough analysis of the data using Smart PLS software. - Present the results of the analysis in a precise and clear manner. - Provide a brief discussion of the results not exceeding 300 words. - Deliver all project components promptly, but no later than May 5th. Ideal Experience: - Proficiency in Smart PLS is a must. - Previous experience in academic research is highly desirable. - Strong analytical skills to provide a concise yet informative report. - Proven track record in delivering reports within specified deadlines. Please make sure you have the required software and skillset before bidding ...

It is necessary solve some few errors that have my application. It is necessary experience in laravel coding. Please send me your experiences in complex coding not simple web). If you show me the experiences, I will send the details of changes

I'm looking for an experienced PostgreSQL professional capable of analyzing and generating reports from sales data. Key Responsibilities: -Analyzing sales data stored in PostgreSQL -Generating insightful reports based on analysis Ideal candidate should excel in PostgreSQL and possess strong data analysis skills. Previous experience with sales data is an advantage, however, specific functionalities required for the analysis have been left open-ended for your expertise to fill. Please outline in your proposal any relevant experience and your approach to this task.

...1.1: Download Data from the SEC-EDGAR The first part of the task is to download some SEC 10-K filings of public firms. These documents will be analyzed in the next part of the task. • First, select 2-3 companies or tickers of your choice. • Second, for a given company ticker from a user, you need to download a 10-K filing for each year from the SEC website for the period 1995 through 2023 (resulting in approximately 29 10-K documents, it can be less depending on when the company IPOed). • Note that the task is to write a script or program to do this automatically, and not to download all files manually. • You can use the sec-edgar-downloader (https://sec-edgar-downloader.readthedocs. io/en/latest/) package in Python for ease or other similar packages. Task ...

I've got a commercial warehouse that requires an efficient, robust photovoltaic system designed to satisfy high levels of energy consumption, more than 5000...the warehouse should be equipped with a reliable, high performance, and highly efficient photovoltaic system which ensures seamless operations and significant cost savings in the long run. I would like to have: - System sizing using one of the solar system design software - Performance report of the solar system: what's the power generation all year through at the given location - Financial analysis - BOM: list of material given the solar panel and inverter I chose, power optimiser, log, monitoring software, cables, electrical security devices - Electrical scheme Basic information included into attached PDF Thank...

I'm seeking an experienced developer to create a web application. The purpose of this application is to extract table data from PDF documents and translate it into various chart formats, specifically bar graphs, pie charts, and line diagrams. I also need the application to be capable of handling data pivoting. Ideal candidates would have strong skills in data extraction techniques, chart creation, and web application development. Understanding of data manipulation and presentation is also a must.

...Integrate the system with our learning management system (LMS) to track student progress and performance over time. User-Friendly Interface: Design an intuitive and easy-to-use interface within WordPress to facilitate the audio learning and comparison process. Preferred Skills: Proficiency in WordPress development, including plugin creation and integration. Experience with audio processing and analysis, particularly in the context of voice recognition or comparison. Strong knowledge of programming languages such as PHP, JavaScript, and possibly Python for audio processing algorithms. Familiarity with audio libraries or APIs for voice recording and comparison, such as Web Audio API or SpeechRecognition API. Ability to collaborate effectively with our team to understand requiremen...

I'm seeking an expert who can assist with developing a comprehensive data analysis and automation solution within SMART sheet and Excel. Key Responsibilities: - Develop custom dashboards for financial analysis within Excel. - Automate data management processes within both SMART sheet and Excel. - Integrate the dashboards into SMART sheet for seamless use. Ideal Skills & Experience: - Strong expertise in SMART sheet and Excel, including VBA. - Proven track record of developing dashboards for financial analysis. - Ability to automate data management processes. - Excellent communication skills. Please provide examples of similar projects you've completed.

I'm seeking a freelancer skilled in writing SEO-enriched articles to produce a comprehensive piece on the Federal Aviation Administration's (FAA) National Airspace System (NAS) and the NextGen Implementation Plan. Your target content should include: - An overview of the NAS phases of flight - Detailed analysis of the NextGen implementation plan - Discuss the potential impact of this plan on the aviation industry There isn't a specific word count to meet. However, the article needs to cover the essentials in an engaging and informative way, suitable for all readers interested in aviation. Desirable skills for this project include: - Strong knowledge of SEO writing techniques - Understandable use of aviation-specific jargon - Ability to explain complex concepts in...

...target audience through comments, messages, and posts - Provide monthly reports outlining the progress of the campaign and recommend adjustments where necessary Ideal Skills: - Proven experience in social media marketing, specifically on LinkedIn - Strong understanding of the telecommunication industry and business environment - Exceptional writing and communication skills - Proficient in data analysis and able to translate metrics into actionable insights - Ability to work independently and meet deadlines Someone with experience in telecommunications, internet infrastructure, etc. would be appreciated (optional) Please provide examples of your previous LinkedIn marketing campaigns in your bid. Your expertise will be pivotal in establishing our brand and driving valuab...

...information about the source of materials, packaging/labeling, and ethical practices influences consumer's purchase decisions and their perceived value of sustainable fashion products. Key responsibilities will involve: - Designing an open-ended form for data collection. The form should encourage paragraph responses. - Gathering at least 30 responses on this form. - Analyzing the collected data and summarizing the outcomes within the context of consumer behavior theories. - Creating a comprehensive report and an engaging presentation based on the analysis. The perfect candidate should: - Possess strong experience in market research and consumer behavior theories. - Be knowledgeable in sustainable fashion and ecommerce. - Have superior communication and prese...

...seeking an expert in ANSYS to assist me with a dynamic structural analysis project. Requirements: - Proficiency in ANSYS software, particularly in structural analysis. - Previous experience working specifically with steel structures. - Ability to perform a dynamic response analysis under varying loads. Your task will be to simulate the behavior of a steel structure under various dynamic loads. The analysis should provide detailed insights into the structural response. The final report should outline the behavior and safety of the structure under these conditions. Your critical analysis and insights in the report will be essential. Ideal skills and experience: - Proficiency in ANSYS software - Strong background in structural analysis - Previo...

I'm in need of a competent Biostatistician who can conduct expert data analysis of a set of medical records that I will provide. Key Responsibilities: - Thorough analysis of the provided medical data - Identification of key patterns or trends within the data - Bringing any significant findings to my attention Final Deliverable: - The analyzed data should be delivered in a spreadsheet with detailed statistical analysis. Ideal Skills & Experience: - A strong background in Biostatistics - Previous experience with analyzing medical records - Proficiency in Excel or similar software for data analysis and presentation.

...1.1: Download Data from the SEC-EDGAR The first part of the task is to download some SEC 10-K filings of public firms. These documents will be analyzed in the next part of the task. • First, select 2-3 companies or tickers of your choice. • Second, for a given company ticker from a user, you need to download a 10-K filing for each year from the SEC website for the period 1995 through 2023 (resulting in approximately 29 10-K documents, it can be less depending on when the company IPOed). • Note that the task is to write a script or program to do this automatically, and not to download all files manually. • You can use the sec-edgar-downloader (https://sec-edgar-downloader.readthedocs. io/en/latest/) package in Python for ease or other similar packages. Task ...

I am currently leveraging multiple social media channels including Facebook, Instagram, Pinterest, YouTube, and Google for my business. I'm now seeking a comp...digital marketer with a keen understanding of these platforms to facilitate a campaign, the primary goal of which, is to generate new leads. Our campaign will target professionals between the ages of 20-35. Therefore, the freelancer needs to have: - A deep understanding and firsthand experience in creating and implementing lead generation strategies targeting young professionals. - Skilled in data analysis to track the progress and effectiveness of our campaign. - Mastery of content creation for a young, professional demographic on all aforementioned platforms. - Strong communication skills to effectively relay...

I need assistance from an experienced AWS technician with expertise in Splunk log retrieval and analysis. This task involves gauging logs primarily from AWS EC2 service. The focus will be on three types of scenarios: - Security incidents - Performance issues - User activity For security incidents, basic event details suffice. Education and experience in Information Technology, Network Security, AWS, and especially Splunk are ideal. Efficiency, precision, and quick grasp of mission goals are emphasized.

...discrete event simulation (DES) software system in my operations; with a key focus on production scheduling and transportation planning. Requirements: - Solid understanding and proficiency in the Arena DES software system. - Experience in supply chain planning and management. - Ability to provide a high level of detail and granularity in planning. Responsibilities: - Utilize Arena DES for in-depth analysis of production schedules. - Leverage Arena software tools for comprehensive transportation planning. Ideal skills: - Strong quantitative and analytical capabilities. - Excellent knowledge of supply chain planning concepts. - Proven experience with DES software, specifically Arena. Overall, I'm aiming for a streamlined, more efficient supply chain process through inn...

I am seeking an experienced data analyst, particularly one skilled in predictive analysis within the fun environment of coffee and donuts . The main focus of this project will be on predicting customer behavior by reviewing our sales and product data. In addition to identifying unique insights and bring to light areas of concern, a little creativity on your part will be needed to determine trends. Key Responsibilities: - Developing detailed predictive models specific to retail customer behaviors - Interpreting data results and providing insights from the analysis Ideal candidate should have: - Strong background in predictive data analysis - Prior experience in retail sector - Proficiency in data modeling and forecasting - Abilit...

...dive into a large dataset of financial data. Your main goal will be to improve data quality through thorough analysis. Key Responsibilities: - Analyzing a large dataset Analyze the given data set, and identify if and what data quality problems can be observed in the data set -Describe the identified data quality issues -Describe your way of working (what methods were used) -Identify Data in the data set are not real data -Graphical explanations if possible -Details with Professional financial terms (answers) will be appreciated Ideal Skills and Experience: - Expertise in data analysis, particularly with financial data - Strong understanding of ...

I'm seeking a skilled research writer to assist with a comprehensive literature review on LT2QTS and LT2SMT. The goal is to provide a detailed and well-researched review of the existing literature on these topics. Key deliverables include: - A thorough analysis of existing research and publications on LT2QTS and LT2SMT - Identification of key trends, findings, and gaps in the literature - Clear and concise synthesis of the information gathered The ideal freelancer for this project should have: - Proven experience in conducting literature reviews, especially in the field of LT2QTS and LT2SMT - Strong research skills and the ability to identify high quality, relevant sources - Excellent writing skills to present the information in a clear and coherent manner - Ability to work i...

...document on Bitcoin, Ethereum, and Aergo, as well as an analysis of the recent rise in coin prices and their future prospects. Key Requirements: - Research and provide a basic overview of Bitcoin, Ethereum, and Aergo, including their technical aspects and market performance. - Analyze the reasons for the recent rise in coin prices, offering insights into the factors driving this trend. - Provide future prospects for these cryptocurrencies based on the current market trends and developments. - The final deliverable should be a Word Document. Ideal Skills & Experience: - Extensive experience in cryptocurrency research and analysis. - Strong understanding of Bitcoin, Ethereum, and Aergo. - Ability to provide clear, concise, and insightful analysis. - Proficient i...

I require a skilled data scientist who has extensive experience in Python and data science, to help analyze and visualize customer data. This work aims to yield insights that will enhance business decisions and align them with customer needs. Deliverables: - Data analysis and inference from provided customer data. - Creation of visualizations to communicate these insights. Skills and Experience Required: - Proficiency in Python. - Strong background in data science. - Experience with data visualization tools. - Prior work in customer data interpretation is a strong plus.

I am seeking a proficient statistician well-versed with Excel, regression tests, and correla...Spearman correlation tests. Knowledge of Kendall correlation tests would be a plus, though not required. - Outcome of these tests should form my data analysis and findings chapter. The successful candidate will provide a written summary detailing the results, their significance and implications to the overall study. - Also in data analysis chapter write about the content analysis of websites which is already done It's necessary that the selected freelancer be able to deliver this project within a week from project commencement. This project suits individuals with experience in statistical analysis, academic writing, and are able to express com...

...duties will encompass increasing brand awareness, driving website traffic, and generating leads. Key responsibilities include: • Navigating through these three widely used platforms to target millennials, parents, and business professionals. • Implementing strategies to grow engagement and followership. • Designing, creating, and managing promotions and ad campaigns. • Compiling reports for data analysis, observing trends to achieve maximum ROI. Ideal Skills and Experience: • Proven working experience in social media marketing or digital media. • Solid experience with social media including ads and organic campaigns on Facebook, Instagram, and Twitter. • Excellent writing, editing, and communication skills. • An eye for trends a...

I am seeking an experienced engineer with expertise in conducting CFD simulations to aid in a design optimization project. The specific simulation required is a fluid flow analysis, with a focus on pressure coefficient calculations. Key Responsibilities: - Conduct a comprehensive fluid flow analysis - Calculate and analyze pressure coefficients Required Skills & Experience: - Proven experience with CFD simulations - Strong background in fluid mechanics - Proficiency in utilizing simulation tools - Understanding of pressure coefficient calculations within fluid dynamics - Design optimization experience is a plus

I am seeking a residential architect and structural engineer who can take my vision for a single-family home and turn it into a reality. The services I require include: - Architectural Design: Create a visually appealing and functional design for the family home. - Structural Analysis: Ensure the safety and longevity of the home by thoroughly examining and assessing potential structural aspects. - Construction Drawings: Develop detailed blueprints for construction. Experience is key to this project, so I would like to see examples of past work, specifically regarding single-family homes. Demonstrated ability with modern, eco-friendly design would be a bonus. I am ready to begin as soon as I find the right fit, so please only apply if you are ready to jump in wholeheartedly.

...scientist with expertise in algorithm analysis, particularly in the field of Djikstra-like functions. The primary goal of this project is confirming the time complexity of a Djikstra-like function that has been implemented in Python. Key Points: - I'm not looking for the development of a new algorithm, but a detailed analysis and confirmation of the time complexity of the existing one in Python. - The main purpose of this analysis is to validate the efficiency of the algorithm. - The results of this analysis are to be used for personal knowledge, rather than for an academic publication or software development. Ideal Candidates: - Proficient in algorithm analysis, particularly in Djikstra-like functions. - Expertise in Python for the implementat...

I'm looking for a structural engineer skilled in designing large water retaining structures, specifically for potable water reservoirs. The project involves working on reservoirs with capacities exceeding 5,000,000 gallons. Key requirements include: - Extensive experience in the design of water retaining structures, particularly potable water reservoirs - Proficiency in the structural analysis and design of large-scale concrete tanks - Knowledge of industry standards and regulations related to water storage Your task will be to design resilient and reliable structures that guarantee the safety of the stored potable water. Prior experience with similar projects is highly desirable.

Hello, Following Task to be done for 6 Websites of our client 1. Website Content Rewriting 2. Titles and meta Tags, image alt adding 3. Making keyword list 4. Weekly 1 blog post for each website to be writen 5. Creation of Backlinks with Fixed quantity every month 6. Google Search Console creation and maintenance with Sitemap and Robot TXT 7. Analysis Weekly traffic using analytics and improving

I am in need of an experienced freelancer who can assist in data analysis and Excel formula troubleshooting. Key Tasks: - Perform qualitative textual analysis on both textual and numeric data - Spot inconsistencies, errors and trends in the data - Troubleshoot any issues with Excel formulas and functions Ideal Skills and Experience: - Proficient in using Excel for data analysis - Exceptional skills in data interpretation and reporting - Strong problem-solving skills, specifically for Excel formulas and functions troubleshooting - Proven expertise in qualitative textual analysis.

I have a digital PDF document that need...needs to be converted into plain text - I'm looking to edit the content rather than preserve the formatting. I also need the content to be transferred into an Excel spreadsheet for further analysis and use. Key Requirements: - Extract text content from a digital PDF document. - Transfer extracted content into a structured Excel spreadsheet. - Ensure the formatting of the content is conducive for further editing and data analysis. Ideal Skills/Experience: - Proficient in PDF conversion tools and techniques. - Strong data entry skills, with a keen eye for detail. - Knowledge of Excel and experience in data structuring. - Ability to maintain the integrity of the textual content during conversion. - Familiarity...

I'm looking for an expert in Excel who can assist me with data analysis and spreadsheet design. The main objective of this project is to create compelling data visualizations. Key Tasks: - Analytical reviewing and summarizing of data - Design of clear and comprehensive Excel spreadsheets Objective: - Creating simple charts and bar graphs for data visualization The ideal freelancer for this project should exhibit solid skills and previous experience with data insights extraction, spreadsheet design, and data formatting. Familiarity with basic data visualizations such as charts and bar graphs is essential.

I'm seeking an experienced tutor to help me prepare for the GRE Exam. Specifically, I need assistance in the subjects of Analysis of Algorithms, Computer Architecture, and Operating Systems. Key Requirements: - The tutor should have an advanced-level understanding of the topics mentioned above. - The tutor should be able to handle GRE Exam level questions. - I prefer online classes, so the tutor should have excellent virtual teaching skills and the ability to explain complex concepts clearly through online platforms. Ideal Skills and Experience: - Proven experience in GRE Exam preparation, particularly in the areas of Analysis of Algorithms, Computer Architecture, and Operating Systems. - Strong virtual teaching skills, with a track record of successful online sessions...

I'm in need of a skilled Forex trader who can also write an engaging ebook. The book is aimed at intermediate level traders and will focus on technical analysis. Key Requirements: - Proven experience in Forex trading - Excellent writing skills - Understanding of technical analysis - Proficiency in creating engaging and informative content Your responsibilities will include: - Writing a comprehensive ebook on technical analysis in Forex trading - Ensuring the content is suitable for intermediate level traders - Incorporating charts and graphs to make the concepts visually accessible - Keeping the material engaging and informative throughout You will be making the ebook out of the following 3 videos. 1. 2.

I need a skilled Tableau developer to create an Interactive Data Exploration Dashboard in Tableau. I will provide the dataset. It's about the Olympics from 1900 - 2016. The ideal candidate would be proficient not only in Tableau but also in database management and sports data analysis. I need it done today. Key Project Details: - The dashboard should include: Medal count, Athlete performance (with a focus on country representation, which is Norway), and Team ranking - The athlete performance section should particularly emphasize the representation of each athlete's country - A crucial aspect of the task is to ensure the dashboard automatically updates data, providing real-time information. The dashboard should contain at least one time-series, and o...

I need an expert in Natural Language Processing, specifically in sentiment analysis and text classification, to assist with my project. While I haven't chosen a programming language for this task, I am open to suggestions. It's currently unclear if I will need a pre-trained or custom NLP model, so both options should be explored. Best fit for the job would include: - Extensive experience in NLP, especially sentiment analysis and text classification - Ability to provide insights on different programming languages for the task - Experience with both pre-trained and custom NLP models.

I need an insightful Data Analyst to help me identify patterns and trends in my vast set of Excel data. The ideal candidate should be able to: - Perform rigorous data analysis to pinpoint trends and patterns. - Intelligently handle outliers within the data. - Create bar charts to clearly represent identified trends. - Utilize these findings to predict future trends. Your adeptness in Excel, keen eye for detail, and proficiency in creating relatable visual aids will be greatly valued. This project is about forecasting future trends, therefore a background in predictive analysis is considered a great plus.

I have an assignment and I'm looking for a finance professional to assist with a comprehensive analysis of a company's financial statements. Task Summary: Three years have passed since initial financial assessments were made, and it is now critical to evaluate the company's performance over this period. Your main objectives will be to: 1. Calculate the following ratio for each of the last 3 years. 2. Analyze the firm's performance over the last 3 years. You should pay attention to all 16 ratios shown in Part A. Identify any strengths or weaknesses, in terms of positive or negative trends. 3- Analyse the firm's performance in comparison to industry averages for each of the ratios. Identify any strengths or weaknesses. 4- Summarise the firm's p...