How to use jupyter notebook for data analysis jobs

I am looking for an experienced electrical engineer who can perform a load flow analysis using Power Factory with moderate accuracy. Key Responsibilities: - Conduct a comprehensive load flow analysis of the electrical system specified. - Ensure moderate accuracy in the results obtained. - Provide detailed documentation of the analysis and results. Ideal Candidate: - Skilled and experienced in using Power Factory for load flow analysis. - Able to deliver accurate results while working independently. - Strong written communication skills for documentation.

I'm looking for an expert to help configure my Cyclecloud HPC cluster. This is a specific project with the following requirements: - Configuring the cluster for machine learning and simulations tasks - Ensuring the cluster can handle large data processing in a timely manner - Implementing efficient resource utilization strategies - Validating the performance of the cluster with real-world workloads The ideal candidate for this role should have: - Proven experience in configuring Cyclecloud HPC clusters - A strong understanding of machine learning and simulation requirements - The ability to optimize resource utilization and improve scalability - Excellent communication and problem-solving skills read the specs: What I would like to...

I need a data entry specialist to clean a dataset to be used for reporting and analysis. Key Responsibilities: - Cleaning up all the inconsistencies, errors, and duplicates in the dataset to make it suitable for reporting and analysis purposes - Ensuring the dataset is properly formatted and organized for its intended use Skills and Experience: - Proficient in data cleaning with a keen eye for detail - Experience with Excel and data entry is a huge plus - Strong understanding of data maintenance and organization - Ability to follow data cleaning guidelines and ensure data integrity The final dataset should be delivered in Excel format. The successful candidate for...

I'm looking for a Python expert who can help me preprocess and normalize a CSV dataset for a machine learning project. Key Responsibilities: - Loading the CSV dataset - Adjusting timestamps - Merging data from a single file - Normalizing the data using Min-Max scaling Ideal Skills and Experience: - Proficient in Python programming - Solid understanding of data preprocessing techniques - Experience with handling and merging large datasets - Familiarity with statistical analysis and machine learning modeling This project is crucial for setting a solid foundation for the subsequent machine learning analysis. The freelancer who takes on this role should be able to execute these tasks accurately and efficiently, with...

I am looking for a highly skilled and adept structural engineer who can supply me with the following: -HER ISS THE COMMUNICATION WITH THE COUNTY: Good afternoon all, There has been no permit technician assigned to the case, the previous owner had discussed removal of the structure and septic, and was not attempting to permit it. I can see about having one assigned, though a lot of the conversation will be dependent on the flood plain survey to determine if the structure can remain or not. Both it and the RV are currently located in the mapped floodplain. Certainly for procedural questions, the *********** is a good choice. Thank you, THE EXISTING BUILDING IS NOT PERMITTED AND I NEED A STRUCTURAL ENGINEER TO DO CALCS AND DRAWING FO...

We are looking for an expert in strategic analysis and marketing to write an in-depth article covering several key topics. The ideal candidate should have extensive knowledge and proven experience in the following areas PESTLE Analysis: Ability to analyze Political, Economic, Social, Technological, Legal, and Environmental factors affecting a company or industry. Porter’s Five Forces: Proficiency in using Porter’s Five Forces model to assess competition within an industry. Conduct thorough research on each of the topics mentioned above. Write a well-structured and informative article that integrates all required analyses. Collaborate with our team to ensure the article meets editorial and style guidelines. No AI required orig...

...help with an enhancement to our powerflow analysis utilizing Power Factory software. This project is primarily focused on conducting a comprehensive powerflow analysis to improve the efficiency and reliability of our power systems. Key Responsibilities: - Conduct a powerflow analysis using Power Factory software - Implement enhancements to improve overall power system efficiency - Ensure compliance with regulatory standards and best practices - Provide a detailed report on the analysis and suggested improvements Ideal Skills and Experience: - Proficiency in Power Factory software - Strong background in power systems analysis - Familiarity with power losses, voltage stability, and power transfer optimization - Excellent analytica...

I'm in need of a skilled infographic designer to create a detailed, visually engaging presentation comparing five STEM education companies. The main objective of this infographic is to provide a comparative analysis, focusing on every aspect including teaching methods, curriculum content, and pricing. I've gathered all the necessary data. Visual elements I'd like to incorporate include, but are not limited to: - Charts and graphs - Icons and illustrations Experience with infographic design and a knowledge or background in STEM education is a plus. The work needs to be completed in a clear, creative, informative, and visually appealing manner. The content and outline for the infographic is ready.

I'm looking for an experienced professional in Power Factory and Electronics. The project will involve a mix of tasks such as circuit design, power system analysis, PCB layout design, as well as potentially designing a circuit, simulating power systems, and developing control systems. Ideal Skills and Expertise: - Proficiency in Power Factory and Electronics - Prior experience in circuit design, power system analysis, and PCB layout design - Capability to undertake tasks related to designing circuits, simulating power systems, and developing control systems. - Strong problem-solving ability The task involves working on a project where knowledge and expertise in Power Factory and Electronics is crucial. The right candidate should be able to ...

I have a bulk of handwritten records that needs to be typed into a spreadsheet. The data will be used for analysis, so accuracy is important, though minor errors are acceptable. Key requirements: - Convert handwritten records into a digital format - Enter the data into a spreadsheet - Ensure moderate accuracy with minimal errors Ideal Skills: - Data Entry - Fast Typing - Attention to Detail - Basic Knowledge in Data Analysis - Experience with Handwritten Data Conversion would be a plus

I'm in need of a specialist in data analysis, specifically predictive analysis. The purpose of this project is to generate a sales forecast derived from publicly available data. The resulting prediction should aid in budget planning, identifying sales trends, and setting sales targets. IN NEED OF A DATA ANALYSIS PROJECT FOR PREDICTING SALES Ideal Skills and Experience: - Expertise in predictive analysis - Proficient in analyzing publicly available data - Indepth understanding of sales forecasting - Strong statistical and mathematical skills

I'm looking for an experienced Python developer who has previously worked with options Greeks and the Zerodha API. Your main tasks will involve: - add third order greeks to an existing code The ideal candidate should have a strong command over Python, especially the Pandas library, and a thorough understanding of financial markets, particularly options Greeks. Prior experience working with the Zerodha API will be highly beneficial for this role. I look forward to your proposals!

...freelancer specialized in Excel, offering services in data analysis and routine work automation. With academic experience in handling complex Excel functions, I am poised to help clients streamline their operations and uncover valuable insights from their data. Key services include: - Crafting custom Excel spreadsheets for data analysis - Automating repetitive Excel tasks to save time and reduce errors - Analyzing datasets to provide actionable business insights - Creating visually appealing reports and dashboards for easy data interpretation Ideal Project Collaboration: - Clients seeking to improve data management and efficiency through Excel - Projects requiring the transformation of raw da...

As the creator of this project, I'm looking for an AI/ML expert to leverage their skills and experience in object recognition and anomaly detection to analyze various types of video footage - from surveillance videos to live streams and pre-recorded videos. Key responsibilities include: * Implementing object recognition and tracking techniques to detect anomalies. * Ensuring real-time alerts for any suspicious activities, amplifying the safety measures. * Aiming for improved accuracy in detecting potential safety hazards. * Enhancing the efficiency of video footage monitoring and analysis. The ideal candidate should be proficient in AI/ML, with proven experience in object recognition, anomaly detection, and video analytics. Th...

I need an experienced writer to craft a formal text for my personal use. The text will serve as an introductory material for my company. It's crucial that the writer I work with has a strong background in formal writing. Experience in crafting texts for personal use would be a great asset. The text will represent my company so it's important that it's engaging and professionally written. Key skills and experience required: - Proven experience in formal writing - Crafting texts for personal use - Understanding of corporate communications - Strong communication skills

I need a seasoned designer to create a modern and sleek pitch deck for my upcoming event. The purpose of this pitch deck is to attract potential investors. - The ideal candidate should: - Have prior experience in designing pitch decks - Be proficient in creating professional and modern designs - Have experience in incorporating financial projections and market analysis into a visual format - Be able to translate complex data into visually appealing infographics - Be able to adhere to strict timelines and deliver quality work within the given timeframe The pitch deck should include: - Financial Projections: This should clearly and effectively present the financial outlook of the event, making it appealing to po...

...Comprehensive Mechanical Design and Technical Drawing for Parasol Mechanism Project Overview: We are seeking a skilled and detail-oriented freelance mechanical engineer or designer to work on a comprehensive mechanical design project. The project involves selecting an appropriate architecture for various linkages, creating a CAD model of a mechanism, and effectively communicating through technical drawings. Project Requirements: Architecture Selection for Each Linkage Estimated Time: 3 hours Evaluation Criteria: Creation of a simplified specification sheet Identification and characterization of functions and constraints Hierarchization and creative problem-solving using FAST diagrams Proposal of solutions with clear schematics and sketches Value analys...

I'm in need of a skilled Python developer to work on a web scraping project. Key Requirements: - I'm primarily focusing on Web scraping as the main functionality for the project. - You should be well-versed in Python and have a proven track record in data analysis. - Knowledge of web scraping is essential to ensure efficient and reliable data extraction.

I'm in need of a talented individual from Ghana who can assist me with interview transcription and Akan language translation for market research purposes. Required Skills/Experience: - Proficiency in Akan language and English - Experience with market research data collection and transcription - Excellent attention to detail - Ability to maintain confidentiality The candidate should be able to translate interview transcripts from English to Akan, while ensuring the accuracy and quality of the data collected. The collected data will be used for qualitative analysis, so the individual should have a good understanding of the market research process. This project will be ongoing, with the possibility of more work in...

I am in need of a skilled investigative journalist with a keen eye for detail, and a tenacious attitude towards unearthing the truth. My project involves delving into some messy details involving freeholder corruption and their lawyer, who had been committing fraud and perjury repeatedly therefore, we can prove it .a background in political and corporate corruption is necessary. Essential Skills: - Investigative Journalism - Political/Corporate corruption exposure - Analysis of legal documents - Interviewing witnesses Project Outline: - The focus will be on exposing corruption within freeholders and their legal advisor. - I offer initial evidence in the form of documents and witness testimonies. - Extracting, corroborating, and confirming the validity of this information wi...

I'm looking for a professional to create a monthly income statement in Excel spreadsheet format. Key Requirements: - The task is to generate an income statement. - The data must be accurate and well-organized. - I would like to have the report in Excel spreadsheet. - The report should be delivered on a monthly basis. Ideal Skills: - Proficiency in financial reporting and analysis. - Advanced Excel skills. - Attention to detail. - Experience in creating income statements. - Timely delivery.

I'm looking for a mechanism design expert who can help me with designing a small mechanism. Your main task will be to provide a detailed force analysis, create a CAD model, present concept sketches, generate a Bill of Materials (BOM), conduct Finite Element Analysis (FEA), and provide cost estimates. Key Responsibilities: - Designing a small mechanism (I will specify details if awarded). - Conducting thorough force analysis to ensure the mechanism's efficiency and safety. - Providing a detailed CAD model of the designed mechanism. - Creating concept sketches for visualization. - Developing a Bill of Materials (BOM) for easy procurement of the required parts. - Performing Finite Element Analysis (FEA) to ensure...

...strategies? Look no further! Our company is seeking an experienced Online Marketing Research Specialist to join our team. Here’s what we’re looking for: Product Research: Dive deep into online products, gathering essential details about features, specifications, and availability. Manufacturers and Suppliers: Identify reliable manufacturers and suppliers, ensuring access to top-quality products. Pricing Insights: Analyze pricing trends to empower informed decision-making. Market Understanding: With a sharp eye for product marketing, provide valuable insights into positioning and promotion strategies. Qualifications: Bachelor’s degree in Marketing, Business, or related field. Proficiency in data analysis tools. Excellent...

...SEO professional to help my website gain more visibility and increase lead generation. Key responsibilities: - Develop a comprehensive SEO strategy to enhance website traffic, search engine rankings, and lead generation - Implement on-page optimization techniques to improve the website's performance on search engines - Conduct detailed technical SEO analysis and suggest/implement changes - Regularly monitor, report, and adjust SEO campaigns for optimal performance Ideal skills and experience: - Proven experience in SEO management with a track record of increasing website traffic, search engine rankings, and lead generation - In-depth understanding of on-page optimization and technical SEO - Excellent analytical skills to measure effectiv...

I have a bulk of handwritten records that needs to be typed into a spreadsheet. The data will be used for analysis, so accuracy is important, though minor errors are acceptable. Key requirements: - Convert handwritten records into a digital format - Enter the data into a spreadsheet - Ensure moderate accuracy with minimal errors Ideal Skills: - Data Entry - Fast Typing - Attention to Detail - Basic Knowledge in Data Analysis - Experience with Handwritten Data Conversion would be a plus

...comprise multiple worksheets showing the models, the regression analysis summary, the comparison of model performance, the decision tree, and the calculations you used to answer the task questions that require you to complete in Excel USING SOLVER. -report should be mainly for the economic order quantity (EOQ) analysis and the answers to the qualitative questions. No introduction -1900 word report -There should be at least FOUR worksheets in the Excel workbook. Two of them should show the following two demand forecasting methods that you are required to use to forecast the demand of 5 kg ice bags at Caltex, a petrol station in Melbourne. 1. Moving average 2. Static method. for the other two: summary of the regressio...

Being familiar with grocery industry finances, I need an expert to conduct a detailed analysis regarding a store's annual profitability. This involves but is not confined to: - Breaking down costs and expenses - Calculating and understanding profit margins The ideal professional must have experience in financial data analysis with exquisite accuracy. Favorably, knowledge or background within the grocery retail sector is advantageous. The final analysis report should be delivered in a well-structured PowerPoint presentation that encompasses all key findings. It's important for the report to be clear, and easy to understand for non-finance personnel. I am open for any approaches or suggestions, as long as ...

...education to develop an engaging seminar for college students. The aim is not only to build upon their basic understanding of AI, but also to highlight its ethical usage in an academic context and potential repercussions of AI-enabled cheating. Your responsibilities will include: - Creating a comprehensive presentation that explains AI's role in research and data analysis. - Demonstrating how AI can be used effectively for school purposes while also maintaining academic integrity. - Addressing the possible consequences of AI cheating in a straightforward and memorable way. Ideal candidates should have: - A solid background in AI and a deep understanding of its application in education. - Proven experience creating engaging e...

...business case and financial analysis document specifically tailored to secure financing and government approval for a real estate project. Key Aspects: - Market Analysis and Trends: The document should provide a thorough examination of the target market's demographics, a comprehensive competitor analysis and an in-depth look at supply and demand dynamics. - Risk Assessment and Mitigation Strategies: I need someone who can analyze potential risks associated with the project and suggest effective mitigation strategies to counteract them. - Projected Financial Performance: The document should include detailed financial projections for the project, outlining expected returns and potential challenges. Ideal Skills and Experience: - Ex...

I'm looking for an expert who can put together a precise and comprehensive multifamily proforma that focuses on cash flow details. Specifics Required: - Include data on net operating income, debt service, and cash on cash return. - An in-depth monthly breakdown of these values. Skills & Experience: - Proven track record in financial analysis, specifically real estate and multifamily property market. - Professional approach with strong attention to detail. - High-level proficiency in using proforma software or Excel. - Understanding of the specifics of rental property cash flows.

I'm seeking a professional to create an Information Memorandum specifically aimed at securing financing from venture capitalists and or private equity. This document should include detailed financial information, such as: - Revenue projections - Profit and loss statement - Balance sheet - Adopt government statistics - Market & Industry Analysis - Design funding models The ideal candidate for this job should have a solid background in finance, business analysis, and experience in creating successful Information Memorandums for the Australian market. They should be able to present complex financial data in a clear and concise manner to appeal to potential investors.

I’m looking for a doodle drawing commission to include some elements of my family life. Doddle protrait to include a few of each of the below, maybe interacting some how. The idea is to use this as a print to go onto a vinyl wrap. I need to be able to replicate the image supplied and piece them together to created a large wrap. Thanks. Challenger 2 tank Royal Tank Regiment symbol Fire Engine Firefighter Skydiver Motorbike Camper van Classic mini car Volkswagen t3 van Vw crafter 2019 van Lady graduating in the gown Husband and wife 4 children, 3 boys 1 girl Tent Beach Staffordshire bull Terrier ( white face, brown patch over the right eye) Cockapoo Black and white tabby cat

I'm looking to collaborate with a skilled freelancer to develop a comprehensive online module on research methodology. This module is aimed at non-clinical staff and graduate students who are beginners in the field of research methodology. Key Objectives: - Develop a module consisting of 5 to 10 engaging lectures - Covering key topics such as Introduction to Research Methodology, Data Collection Methods, Data Analysis Techniques, Basic Statistics, and Writing Manuscripts for Publication - Ensure the content is beginner-friendly Ideal Skills and Experience: - Experience in developing educational content or courses in the field of research methodology - Strong understanding of research methodology and the ability to simpli...

I have a simple python script that interact with an API that takes data from said api and outputs it in a table. The service where I use the API also has a website where I can see in the same table format the exact same data. Pandas know how will help. My problem is that the data from API and from service is mismatching. Your job is too look and identify where the problem is. You will receive both program (simple streamlit app that runs locally) and login details to website to cross check.

I am seeking a proficient Revit and AUTOCAD and ETABS. Looking forward to working with you. Thank you.

I am seeking an experienced engineer to design and implement a two-axis machine control system that is capable of: - Effectively controlling and managing the movements of the system along two axes with a LIMITED RANGE. Your expertise in designing systems with the necessary navigation strategies and motion control algorithms will be required. - Providing real-time position feedback to the user. Your extensive understanding of feedback mechanisms particular to these types of systems is a must. Ideal expertise for the job includes: - Comprehensive knowledge in machine systems control and design. - A thorough understanding of motion control strategies. - A background in data analysis and logs processing. The machine is a Bandsaw to...

I ordered a 16’ x 24’ storage shed from Heartland Sheds company, but they could not install it due to my steep slope here. But I already submitted my permit request for it and it was approved. The contractor who supposed to assemble the shed on site suggested to build a cinder block foundation than he could put the shed on it. I did that, but now the building inspector wants me to get an Appendix G form filled out and stamped by a PE to verify the footer and foundation meets NC building codes. Luckily I have plenty of photos and receipts documenting the entire project from excavation to finish. I offer $1,000.00 to get the job done.

...wallet analysis, specifically on the Arbitrum blockchain. The project involves analyzing transaction patterns and wallet balances and activities. Key Requirements: - Proficiency in blockchain analysis, particularly on the Arbitrum blockchain - Ability to identify patterns and trends in transactions - Proficient in analyzing wallet balances and activities Deliverables: - A comprehensive report that includes methodology, analysis, and conclusion - The report should be presented in a combination of written format and visual presentation (charts and graphs) Please note that I will provide you with access to the necessary pages and data on Arbiscan. Your task will be to fetch data, analyze it, and present it in a detailed, yet acces...

I am seeking a YouTube ana...am seeking a YouTube analytics expert to help improve the watch time analytics of my channel. Key Responsibilities: - Analyze current watch time patterns and identify areas for improvement - Provide recommendations to boost viewer engagement and retention - Suggest strategies to enhance the overall analytics of my channel Ideal Candidate: - Proven experience in improving watch time analytics on YouTube - Strong understanding of viewer behavior and engagement on the platform - Excellent data analysis skills - Up-to-date knowledge of YouTube algorithms and best practices - Experience in the entertainment content industry would be a plus Please note, I am looking for someone who can not only analyze the ...

I'm se...an expert in Python for a Natural Language Processing project focusing on text classification of social media posts. Key Project Features: - The goal is to build a Python coding notebook that can efficiently classify different types of text within social media posts. This will require a deep understanding of NLP principles and techniques. - The project primarily demands the use of Python for its implementation. Ideal Skills and Experience: - Expertise in Python programming is a must. - A strong background in NLP, particularly in the area of text classification, will be highly beneficial. - Prior experience working with social media text data would be a plus. If you're confident in your Python and NLP skills and have experi...

...professional to assist with a small data entry project. Key Responsibilities: - Data entry with formulas: You should be proficient in Excel and comfortable working with spreadsheets that require formulas. - Handling digital data: You will be provided with data in a digital format, likely an Excel or CSV file. Ideal Skills: - Advanced Excel skills: You should be well-versed in Excel, particularly in data entry and formulas. - Attention to detail: Precise data entry is crucial for this project. - Efficient and organized: I'm looking for a freelancer who can manage their time and workload effectively. Please note that this is a straightforward project with no requirement for data analysis ...

I'm looking for a skilled freelancer with prior experience in data scraping to help me extract specific text content and URLs from a public site. Key Details: - Your main task will be to collect the text content and URLs from the site. - Previous experience in a similar project is a must. - Please provide me with details regarding your experience in your application. The purpose of this data scraping project is for market analysis.

...comprehensive business plan for my digital library project. The plan will play a crucial role in securing a sponsor to support our objective of promoting literacy and education through a digital platform, targeting the general public. The Idea of the project is to translate sceintific papers/articles onto the Arabic language. Articles will be primerly from the English language for the time being but the longer aim is to include more languages, like chinese/russian/german/french..etc. some articles will require permissions but we can start with open source articles as a start. the articles will be published after translating them into arabic in a website and then they will be available to read for free, but for downloading the pdf f...

Request details FOR EXPERTS WITH EXTENSIVE EXPERIENCE IN THE FIELD ONLY Objective: Scoring Algorithm for evaluating potential investments Data Source: 200+ proprietary historical records with up to 90 parameters Mentoring requested (to be worked with tech project lead and data engineer): • Data-Preprocessing (missing values, normalization, outliers) • Implementation methods for feature selection (e.g. correlation Analysis, feature importance, etc.) • Identify and run different algorithms (e.g., logistic regression, decision trees, random forests, gradient boosting, neural networks) • Details and rationale behind algorithms selection • Hyperparameter tuning and optimization • Cross-validation &bu...

I'm in search of a skilled data analyst with expertise in health and medicine for a comprehensive meta-analysis project - Focusing on the health and medicine subject area - Including data sources from peer-reviewed journals - Presenting the results in graphical charts, statistical tables, and a narrative summary Ideally, you should have experience in: - Meta-analysis, especially within the health and medicine domain - Working with various data sources, particularly from peer-reviewed journals - Proficiency in creating and interpreting graphical charts and statistical tables - Crafting a concise and informative narrative summary from the analysis This project requires attention to detail, critical thinking, and the ability ...

I am seeking an experienced engineer to design and implement a two-axis machine control system that is capable of: - Effectively controlling and managing the movements of the system along two axes with a LIMITED RANGE. Your expertise in designing systems with the necessary navigation strategies and motion control algorithms will be required. - Providing real-time position feedback to the user. Your extensive understanding of feedback mechanisms particular to these types of systems is a must. Ideal expertise for the job includes: - Comprehensive knowledge in machine systems control and design. - A thorough understanding of motion control strategies. - A background in data analysis and logs processing. The machine is a Bandsaw to cut smal...

...comprehensive analysis of the youth demographics including the religious inclinations within my nonprofit area. Key areas of focus should be: - Demographic Breakdown: This includes age, gender, and ethnicity of the young people in the area. - Church Attendance/Religion Stats: Quantify the religious tendencies, including the specific denominations if applicable, and frequency of church attendance. The purpose of this analysis is threefold: - Target Audience Identification: Understanding who the majority of young persons in my area are, allowing better tailoring of our outreach programs. - Community Needs Assessment: Identifying specific needs within the young demographic based on their religious and societal norms. - Outreach Program Planning: The data will as...

I'm seeking an experienced professional to develop a comprehensive and effective Confidential Information Memorandum (CIM) for my technology business. This document will be a key tool in the sale of the company and needs to be of a high standard to attract potential investors. Key Requirements: - Industry Expertise: A strong background in the technology sector and a good understanding of the current market trends is crucial. Previous experience in creating CIMs for tech companies will be highly valued. - Financial Information: You will need to provide detailed historical financial information of the company, likely the past 3-5 years. This will need to be presented in a professional and engaging manner to showcase the company�...

I'm seeking an experienced researcher to investigate retail displays in Wuhan, China. The project will specifically focus on Talens, a famous art supply brand. The research aims to provide insights into the following aspects: - Brands Available in Displays: The core of this project is to identify and analyze the presence and positioning of Talens within the retail space. - Competitor Analysis: While the primary focus is on Talens, it will be valuable to understand how other brands like Nike, Adidas, and Apple are being displayed in the retail outlets. - Customer Behavior: I'm particularly interested in how the retail displays are shaping customer behavior and purchase decisions. Ideal candidates should have a background in...

I'm seeking an expert to analyze a key aspect of my HR paper from journal with title Building organisational resilience capability in small and medium-sized enterprises: The role of high-performance work systems. The intent of the analysis is to analyse paper Key Requirements: he main structure of the analysis contains the following : Introduction Research context Methodology with results Discussion Overview Critique and significance of the paper the outcome is report and power point slides the due date is 22-5-2024