Nptel design and analysis of algorithms assignments jobs
...professional to review and optimize my PCB layout design. The aim of this review is to identify any design errors, ensure proper component placement, and validate the power and ground connections. Key tasks include: - Identifying design errors: Your role is 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 techn...
I have a set of medical data that I need analyzed using descriptive statistics. The primary goal of this analysis is to compare different groups within the data. The data will be provided in both Powerpoint and Excel format. Key Requirements: - Good understanding of descriptive statistics - Previous experience comparing group data - Proficiency in statistical software - Ability to handle Powerpoint and Excel data Ideal Skills: - Statistical Data Analysis - Medical Data Analysis - Data Mining - Powerpoint & Excel Data Handling - Communication of Statistical Findings
...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...
...serve as a guide to various types of machine learning algorithms. The purpose of this guide is to cater to beginners and intermediate level practitioners who have a basic understanding of programming concepts. The ideal candidate for this job would have: - A strong understanding of machine learning algorithms and their practical applications - Experience in creating interactive web platforms - The ability to simplify complex concepts for a beginner audience - Good programming skills, as some technical programming knowledge will be required for creating the interactive elements Key requirements for the interactive web platform include: - Clear, concise explanations of various machine learning algorithms - Interactive...
We are in need of a proficient individual who can develop a detailed work plan and budget breakdown for an upcoming esports league in Oman. The league will encompass competitive tournaments in Valorant, Call of Duty: Modern Warfare 3 (CDL variant), and FIFA 24. This task requires meticulous planning and financial analysis to ensure the successful execution of the league while adhering to allocated resources. Responsibilities: Work Plan Development: Create a comprehensive work plan outlining the key tasks, milestones, and timelines for organizing and executing the esports league. This includes but is not limited to league structure development, team registration, match scheduling, event planning, marketing, and particip...
I urgently need an expert in Science/Engineering to complete a writing assignment within 6 hours. The topic is broad and open to interpretation within the Science/Engineering field. Skills and Experience: - Skilled in technical writing within the field of Science/Engineering - Must have a strong grasp of English language and grammar - Ability to meet strict deadlines, with a availability to start immediately - Proven background in a relevant field of Science/Engineering is highly desired Please include a brief explanation of your experience within Science/Engineering in your bid. If you can, provide a snippet of your work or share links to your published assignments in a similar field. Thank you.
I'm in need of an experienced Python developer who can create a backtest for an existing strategy. Key Project Aspects: - Strong proficiency in Python is mandatory. - Familiarity with the following Python libraries: Pandas, NumPy, Matplotlib. - Experience in working with historical stock data. In this project, you will be using the Python programming language to develop a backtest for my trading strategy using historical stock data. The successful implementation of this brief requires a thorough understanding of the aforementioned Python libraries. Ideal Candidate: - The perfect candidate is a Python expert who has substantial hands-on experience with these libraries and backtesting strategies. - Experience with financial data analysis, particul...
I need a professional PowerPoint presentation to showcase my company to ...presentation to showcase my company to a potential client. The content will be focused on highlighting the company's strengths and potential benefits to the client. Key elements: - A brief overview of the company - Our company's financials - Market analysis relevant to the client - Future growth plans and how they could positively impact the client Ideal Skills: - Experience in creating engaging and visually appealing PowerPoint presentations - Understanding of business and marketing principles - Ability to tailor content to a specific audience - Strong communication and presentation skills Please provide examples of your previous work or ...
We are seeking a talented and experienced SEO Specialist to join our team and help optimize our website to attract more traffic, increase visibility, and improve rankings on search engine results pages (SERPs). The ideal candidate will have a passion for SEO, a deep understanding of search engine algorithms, and a proven track record of driving organic growth.
I'm in need of a competent mechanical, civil or offshore engineer who has a deep understanding of torsional natural frequency. The chosen expert would mainly assist in analyzing torsional natural frequency in an offshore engineering context—specifically pertaining to oil and gas exploration. Ideal Skills and Experience: * Proficiency in Mechanical Structure Dynamics * Understanding of torsional natural frequency * Knowledge in total response of a spring-mass-damper system * Practical application of Duhamel integral * Strong background in offshore engineering, especially in oil and gas exploration This task requires precise analysis and close attention to detail, hence only experienced engineers are encourage...
I'm seeking a ...an existing house and advise towards structural upgrades for renovation purposes. Attached are design drawings for basic reference. The house is currently on a permanent wood foundation and will be moved and placed on new ICF walk out style basement Key Responsibilities: - Apply scientific and mathematical principles for the design of the building. - Run detailed analyses to ensure the durability and safety of the structure. Ideal candidate: - Expertise in structural engineering principles. - Previous experience in building design and analysis. - Proficient in CAD software. - Knowledge in physics, mathematics and materials science. This project requires a logical and...
...between transparency and consumer behavior, specifically how transparent 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 con...
I'm in need of a Python developer with a focus on machine learning and AI. Your primary task will be to design and implement machine learning algorithms for our project. I'm looking for someone who can bring both technical skill and creative problem-solving to the table. Ideal Skills and Experience: - Strong Python programming skills - Proven experience in machine learning and AI - Previous project experience in this area I'm open to discussing the project, solving problems, and communicating progress. Looking forward to working with you.
I am seeking a qualified professional who can assist m...who can assist me in my Mtech project, specifically in the application of custom 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 Continuous Wavelet Transform - Strong background in MRI imaging analysis - Proficiency in image denoising techniques - Adept at feature extraction from images If you have the necessary skills and experience to assist with my project, please get in touch. Your contribution will be pivotal in t...
...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...
I'm looking for an SEO expert ...expert to boost the subscriber base for my YouTube channel. Key Responsibilities: - Improve the search engine performance of the channel to increase visibility and attract more subscribers. - Tailor the SEO strategy to appeal to both general audience and specific niche/industry groups. Ideal Skills and Experience: - Proven track record in increasing subscribers for low-traffic YouTube channels. - Thorough understanding of SEO techniques and algorithms. - Ability to create targeted and engaging content for a mix of general and niche audiences. - Experience in analyzing and interpreting YouTube analytics data. If you have a background in growing YouTube channels and...
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.
...Copywriter and will work collaboratively and individually with other copywriters, designers, and internal marketing and eCommerce stakeholders to ideate and execute best-in-class, B2C eCommerce and marketing copy to the highest standards and in accordance with company branding guidelines. The ideal candidate will have experience working in electronics, technology or ecommerce and will have the creative drive and the critical mind to create clear, compelling, conversion-focused copy that excites our customers about the latest products, offers and communications. The ideal candidate must be able to work in an exceptionally fast-paced, agile work environment. Responsibilities: Write clear, attractive marketing, ecommerce...
As the leader of a business focused on efficiency, I'm looking to integrate the usage of the Arena 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 ...
I'm in need of a Python expert who can meticulously extract text and tables from PDFs for data analysis. The requirements are as follows: - Develop a Python solution in form of a Jupyter Notebook - Preferable use of the libraries PyPDF2, Tabula, PDFMiner, PyMuPDF, and PDFPlumber for extraction Required Skills and Experience: - Proficient in Python - Familiarity with Jupyter Notebook - Experience with PyPDF2, Tabula, PDFMiner, PyMuPDF, and PDFPlumber - Data extraction and analysis expertise. Your commitments would include understanding the architecture of the PDFs, and the most effective library for extraction in each case. The ultimate goal is to create a Python script that eases the data extrac...
...looking for a programmer skilled in scraping and converting APIs into PHP or Python code (reverse engineering)! If you have the following skills, join us: 1. Proficiency in JavaScript: Ability to work with this popular programming language and fully interpret and modify codes. 2. Knowledge of Cryptography: Ability to understand and use cryptographic algorithms and methods to comprehend how data is encoded and to transform unencrypted data. 3. Familiarity with Progressive Web Apps (PWA): Deep understanding of PWA structure and methods to bypass installation on iOS. 4. Experience with network monitoring and traffic analysis software such as Fiddler: Ability to use these tools for analyzing network traf...
I'm seeking a skilled professional to assist with creating a detailed sustainability reporting for a LEED documentation. The focus of the report will be on materials and resources, with a specific emphasis on a detailed analysis of sustainable sourcing. Key Requirements: - Experience with sustainability reporting and LEED documentation - Expertise in the area of materials and resources, including detailed sustainable sourcing analysis - Ability to provide a comprehensive and in-depth analysis for the materials and resources section
...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 effecti...
...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-making purposes. Requirements: Proficiency in Python programming language. Experience in database develop...
...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 t...
I need a proficient researcher with a strong ability in business-related web research. Your task will include: - Thorough investigation of a specific business, which will be disclosed once selected. - I anticipate your report to guide informed business decision making. Hence precision, relevance, and a good measure of detail are essential. Ideal skills and skills: - Proficiency in web research - Strong understanding of market analysis - Detail-oriented - Strong report writing skills Please note, the deadline for this project is within a month.
I am seeking a meticulous freelancer versed in data handling for tourism industry related task. The project entails data entry assignments concerning new partners and promotional spots. Here are the main specifics: - Filling in names, contact details, services, descriptions, locations and hours of operation. - Manipulating our provided templates to ensure data uniformity. - Consistency in handling different content type: hotels, attractions, and flight schedules. The ideal freelancer for this task would have prior experience with data entry, be detail-oriented, reliable and proficient in using standard data entry templates. Knowledge of the tourism industry will be a plus.
...with the reconciliation of my marketplace sales with Payability reports, and to compile monthly financial statements. The ideal candidate will have prior experience in dealing with Payability reports and utilizing accounting software such as QuickBooks, Xero or Wave. Key responsibilities include: - Reconciling my marketplace sales with Payability reports - Preparing monthly balance sheets - 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 sk...
I am seeking a qualified professi...in my Mtech project, specifically in the application of custom complex 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 t...
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
...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, and analyzing the data will play a key role i...
...my website's ranking and increase organic traffic. Requirements: - Improve keyword rankings: I need a professional who can optimize the existing content and suggest new keywords to target. - Increase organic traffic: The main goal is to enhance the site's visibility in search engines and drive more organic traffic. About the website: - The website has between 10 and 50 pages. Skills and Experience: - Proven experience with WordPress SEO and demonstrated success in keyword ranking improvement and organic traffic increase. - Proficient in keyword research and able to suggest and implement new keywords effectively. - Strong understanding of search engine algorithms and best practices for on-pa...
...command over the intricacies of algorithm development. The project involves establishing searching algorithms for data analysis purposes. The key responsibilities include: • Algorithm Design: Focusing on searching algorithms for complex data processing • Data Analysis Application: Directing such algorithms towards effective data analysis • Data Types: Primarily catering to textual data. The ideal candidate should be skilled in Golang programming, data analysis, and should have in-depth experience developing various search algorithms. An understanding of handling and processing textual data would be beneficial. Your expertise will be key in simplifying our data handling processes...
...application that's capable of: - Import customers lands based on GPS coordinates - Each land should be capable to hold 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 need of a competent individual to carry out a comprehensive survey of commercial elevator hoistway quotes from vendors across the US. Key Responsibilities: - Contacting 20 vendors across the nation and collecting price quotations for elevator hoistways - Summarizing the key data points from each quote in a clear and comprehensive report. This will include the price, lead time, and any other relevant information - The report should be concise, capturing the critical details necessary for a comparative analysis Ideal Skills and Experience: - Proven experience in collecting and summarizing information from multiple sources - Strong analytical skills to identify the key points from each quote - Excellent communication skills to i...
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 ski...
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.
I'm in need of a skilled digital marketer to focus on increasing sales through social media. The primary platforms for this project will be Facebook and Instagram. Key Responsibilities: - Develop and implement strategies to increase sales - Manage and create engaging content for Facebook and Instagram - Monitor and analyze the performance of our social media accounts - Use data-driven insights to optimize our social media performance Skills and Experience: - Proven experience in social media marketing with a focus on sales - Strong copywriting and content creation skills - Excellent knowledge of Facebook and Instagram, including their algorithms and advertising options - Analytical skills to ...
...satisfy high levels of energy consumption, more than 5000 kWh per month. I am seeking an experienced professional with: - In-depth knowledge of photovoltaic system design, especially for commercial use. - Demonstrated expertise in designing systems for high energy consumption environments. - Proven experience in integrating such systems in warehouse environments. The selected candidate should excel at: - Evaluating the energy requirements of the warehouse. - Suggesting and utilizing top-notch equipment to ensure a well-functioning, high-performance system. - Instituting measures for peak energy consumption periods, and providing a system that ensures continuous power supply without interruption. - Compliance with all relevant safety and...
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.
...product/service pages. I previously emphasized backlinking and keyword optimization to enhance my website's SEO ranking. I am seeking a proficient SEO freelancer with a strong understanding of the latest Google algorithm changes, ideally someone with experience in reviving dropped rankings. Your role will be to analyse problem areas and strategize to boost ranking. Skills and Experience required: - Familiarity with changes in Google's recent algorithms; - Prior experience with ranking recovery; - Expertise in backlinking and keyword optimization; - Experience working on product/service page SEO. Tasks include: - Thoroughly analyzing my site's SEO and diagnosing the problem areas; - Coming up with an effective strategy t...
**Job Title: HubSpot and Email Marketing Expert (Freelance)** **Job Description:** We are looking for a proficient HubSpot and Email Marketing Expert to join our team on a freelance basis. This role focuses on leveraging HubSpot's software suite to optimize our marketing strategies, with a strong emphasis on email marketing. The candidate will manage and enhance all elements of our CRM, marketing automation, and customer engagement processes. **Responsibilities:** - Design and implement comprehensive email marketing campaigns within HubSpot to nurture leads and engage customers. - Oversee the integration and management of HubSpot, including CRM, marketing automation, sales automation, and customer service ...
...create a custom audio learning and comparison system for our WordPress-based educational platform. This system will enable students to engage with lesson material by listening to pre-recorded audio clips, recording their own voice using their computer's microphone to repeat the sound, and then receiving a score based on the comparison between the two audio recordings. Key Features: Audio Playback: Allow students to listen to pre-recorded audio clips embedded within the lesson content. Voice Recording: Implement functionality for students to use their computer's microphone to record their own voice as they repeat the audio they hear. Audio Comparison: Develop an algorithm to compare the student's recorded audio with the original audio clip and determ...
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 ski...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 an accessible way Please ...
...The goal of this campaign is to improve brand awareness, generate leads, and engage with potential customers. The target audience for this project are professionals in the telecommunication industry, job seekers, and business owners. Key Responsibilities: - Develop and implement a comprehensive LinkedIn marketing strategy that aligns with our company's objectives - Create engaging and relevant content for the LinkedIn platform - Monitor and analyze LinkedIn metrics to measure the campaign's success - Engage with the 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 s...
...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 - Previous ex...
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.
