System analysiscông việc

I'm looking for a professional who can create and execute an online survey to measure practitioners' acceptance of using artificial intelligence in educational contexts, and then analyze the results. Key Responsibilities: - Develop an online survey in line with current industry standards and best practices - Ensure the survey is engaging and encourages high completion rates - Analy...Analyze the results to draw meaningful insights - Provide a comprehensive report of the findings Ideal Skills and Experience: - Proven experience in survey design and execution - Previous work in the field of education and/or artificial intelligence - Strong analytical skills and the ability to draw actionable insights from survey data - Excellent written and communication skills - Analysis ...

I'm looking for a professional to help me with the analysis of my customer feedback data and to present the results in a comprehensive written report. Key Requirements: - Analyze the customer feedback data provided - Present the results and insights in a detailed written report Ideal Skills and Experience: - Proficient in data analysis and evaluation - Strong experience with customer feedback analysis - Excellent written communication skills - Familiarity with report writing Please provide examples of similar analysis you've conducted and attached reports you've written in the past.

I'm seeking a capable freelancer to design a hardware cashier system for my business. The system will include: - Cash drawer integration: This is the primary hardware requirement for the system. - CRM integration: The system should work seamlessly with a customer relationship management system. The ideal candidate for this job should have experience in point of sale system design and integration. A strong understanding of customer relationship management is also essential.

We are looking for candidate from Hyderabad City only. I'm in need of a skilled system administrator who can manage a small infrastructure across Windows, macOS and Linux operating systems. The key tasks include server maintenance, network troubleshooting, software installation and updates, and configuring our server. Key aspects of the project include: - Supporting multiple operating systems: You should be experienced in working with Windows, macOS, and Linux. - System maintenance: Regular maintenance of our servers is essential for smooth operations. This includes updates and ensuring all systems are secure. - Network troubleshooting: You'll be responsible for keeping our network up and running. Troubleshooting issues as they arise is crucial. - Software installa...

I'm in need of an expert in ANSYS software to perform a range of structural and/or thermal analysis tasks that are essential for my product development. Key Requirements: - Experience in ANSYS: As my ideal freelancer, you should have a strong command of ANSYS software, with a proven track record of using it for structural and/or Thermal analysis. - Product Testing: You'll be required to perform a series of tests on the product design, including a drop test, pressure test, load test, load distribution and thermal distribution analysis. - Comprehensive Structural Analysis: The primary goal of the project is to conduct a thorough structural analysis. This includes identifying stress points, testing material durability, and simulating real-world ...

As a business owner, I am seeking in-depth legal research covering the United States jurisdiction, with a particular focus on unfair business practices. I require expert investigation into the topic of discrimination by placing reserves on merchant accounts. Key Responsibilities: - Comprehensive analysis of the related laws and regulations in the U.S - Detailed report explaining the implications and potential consequences of these practices Ideal Candidate: - Expertise in U.S business law - Proven background in legal research, preferably with a focus on unfair business practices - Ability to understand complex legal issues and explain clearly in layman's terms This project is more than just a research task. It's a chance to create genuine impact for businesses dealing w...

...Key Responsibilities: - Data Cleaning: The dataset includes multiple columns and rows that need to be checked for inconsistencies, errors, and duplicates. - Data Analysis: After cleaning, I need the freelancer to perform basic data analysis to extract meaningful insights from the dataset. Ideal Skills: - Proficiency in Microsoft Excel and experience with data cleaning and analysis. - Attention to detail to ensure the dataset is thoroughly cleaned. - Basic data analysis skills to interpret the dataset and present the findings in a clear manner. Please note that the project does not require any specific tools or methods for analysis, but any experience with Pivot Tables, Statistical Formulas, or Macros/VBA would be an added advantage. If you are int...

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

I am seeking a professional resume writer to help me craft a compelling resume for mid-level positions within the technology industry. Key Requirements: - Proficient in understanding the specifics of the technology industry an...a professional resume writer to help me craft a compelling resume for mid-level positions within the technology industry. Key Requirements: - Proficient in understanding the specifics of the technology industry and what employers are looking for in a resume - Ability to tailor a resume for mid-level positions - Familiarity and experience with resumes for roles like software development, data analysis, and project management is a plus - Understanding of the current trends and technologies in the tech job market - Creative writing skills to make my profile...

I'm seeking a proactive individual in Istanbul, Turkey to handle various tasks. The role...in client meetings and conducting market research, particularly within the healthcare sector. Key Responsibilities: 1. Represent me in client meetings: You should be able to confidently articulate my views, gather information and report back. 2. Conduct market research: You will be responsible for gathering data and insights specifically in the healthcare industry. This may involve competitor analysis, consumer behavior studies, etc. Ideal Skills and Experience: - Strong communication and interpersonal skills. - Past experience in client management and market research. - A background in healthcare will be a strong advantage. - Proactive and able to work independently. - Fluent in Engli...

I'm seeking an expert in dynamic routing of capsules networks with a focus on accuracy. This project involves: - Enhancing the dynamic routing algorithm to achieve higher accuracy in image data analysis, primarily for healthcare applications. - Applying the improved algorithm to four distinct datasets for thorough evaluation. Key skills and experience for this project include: - Proven expertise in dynamic routing of capsules networks. - Strong background in medical image analysis. - Familiarity with the healthcare domain and the unique challenges it presents. The goal is to push the boundaries of current dynamic routing techniques to deliver a more precise and reliable method for medical imaging. A successful project will not only result in improved accuracy but w...

... Online Store Setup and Management: Set up and optimize online stores on Amazon, Instagram, and Shopify, ensuring seamless user experiences and efficient sales processes. Monitor and analyze store performance, making data-driven decisions to improve sales and customer satisfaction. Customer Acquisition and Retention: Identify and target key customer segments through market research and data analysis. Develop and implement customer retention strategies, including loyalty programs, personalized marketing, and excellent customer service. Performance Tracking and Reporting: Track and report on key performance indicators (KPIs) to measure the success of marketing campaigns and e-commerce activities. Use analytics to identify trends, insights, and areas for improvement. Qualificatio...

I need you to do data analysis professionally.

...graduate who is proficient in Python, specially trained in Chatgpt, to build a web-based AI application for my business. I need the application to be specialized in natural language processing and sentiment analysis, and subsequently serve as a recommender system to provide information and answer queries. Key Features: - Natural Language Processing: The system should be capable of comprehending textual data, extract relevant details and produce appropriate outcomes. - Sentiment Analysis: Enable the detection and understanding of sentiments within the processed text. - Recommender System: The goal is to provide customized information based on the user's interests or preferences. - Information Provider: The AI should function as chatbot, furnishing...

I have a small dataset of less than 1,000 rows that requires both data cleaning and formatting. Additionally, I need assistance with data analysis and visualization. This is a one-time project, and I am looking for a skilled individual to handle this for me. Ideal Skills and Experience for this project: - Proficiency in Excel is a must. - Experience with data cleaning and formatting. - Ability to perform data analysis and create visualizations. - Attention to detail and an eye for accuracy.

I'm seeking a skilled analyst to develop a geographic profile map that displays crime rates within the city. The goal of this representation is to visualize and understand patterns in city-level criminal activities. Ideal Skills and Experience: - Proficient in Geographic Information Systems (GIS) or similar software for cartographic design - Background in criminology or relevant areas is beneficial - Familiarity with data extraction from various online sources Project Responsibilities: - Extract data from internet sources - Analyze and present the data in a geo-visual format - Maintain accuracy in representing crime rates across the city

...seeking dedicated researchers to collaborate on a study revolving around the neuroscience of sleep, focus and resilience. This project aims to: - Understand the impact of sleep quality on cognitive function and its measurement, - Understanding of focus and flow state from a neuroscience-based perspective, proven techniques to improve focus and remaining in flow state, measurement - A cohesive analysis of mental resilience, its impact on cognitive function, proven techniques to improve mental resilience and measurement. Your responsibilities will include: - Conducting a comprehensive literature review on the topic, - Identifying the clinically proven strategies and practices to improve sleep quality, focus and mental resilience with the associated metrics - Producing ...

I'm in need of an experienced ERP system developer to create a new, customized solution. While experience with Zoho Creator is not a strict requirement, it would be beneficial. The main goal of this project is to develop an ERP system that will handle inventory management and sales/order processing. We will need to connect for already created ERP system first. Key aspects of this project will include: - Developing a customized ERP solution from scratch - Implementing inventory management features - Integrating sales and order processing functionalities Ideal candidates should have: - Proven experience in developing ERP systems - Strong understanding of inventory management and sales/order processing - Proficiency in Zoho Creator (or any other ERP system i...

I need an expert in Python to do predictive analysis on an operational database. Key responsibilities include: - Conducting detailed predictive analysis on our operational database, to help us in future planning and decision-making. - Ensuring that all calculations and reasoning are effectively communicated in a clear manner. Ideal candidate will have extensive experience in: - Python and its statistical libraries. - Previous experience with predictive analysis on operational databases. - The ability to present complex data and analysis in a clear, understandable way. This project is ideal for someone who can interpret business needs and provide appropriate solutions through their statistical analysis.

I need an expert in Python to do predictive analysis on an operational database. Key responsibilities include: - Conducting detailed predictive analysis on our operational database, to help us in future planning and decision-making. - Ensuring that all calculations and reasoning are effectively communicated in a clear manner. Ideal candidate will have extensive experience in: - Python and its statistical libraries. - Previous experience with predictive analysis on operational databases. - The ability to present complex data and analysis in a clear, understandable way. This project is ideal for someone who can interpret business needs and provide appropriate solutions through their statistical analysis.

I need an experienced Python developer for data analysis. Your primary role will involve: - Sorting and arranging small datasets (less than 1GB) - Applying your skills primarily to mixed data, including both numerical and textual elements The ideal candidate would possess a strong background in Python along with a solid understanding of data analysis. You must be highly efficient in reading, sorting and managing mixed datasets. Experience working on a similar project or scope would be a significant plus. Providing data analysis insights is also a bonus.

...profitability probability of a given outcome using statistical analysis. The key details of the project are as follows: - **Approach**: The primary method to be employed for this task is statistical analysis. You will be working with probability and should have a strong grasp of statistical methods and tools. - **Data**: You will be provided with data that will serve as the basis for the analysis. This data will be focused on establishing the probability of profitability. - **Deliverable**: The end result of your analysis should be a clear, concise and accurate percentage that represents the probability of the given outcome being profitable. Ideal skills and experience for this project: - A background in statistical analysis, ideally with experience ...

...am seeking an expert capable of efficiently and accurately pulling LinkedIn data from a list of companies and cataloging employees who previously worked at a specified set of organizations. The ideal freelancer for this project should have: - Experience in web scraping, particularly with LinkedIn data - Ability to extract data at scale - Proficiency in organizing and structuring data for clear analysis - Strong attention to detail to ensure data accuracy The project involves: - Using the provided list of target companies to source employees' data - Identifying individuals who have previously worked at the provided specific companies - Compiling the data in a spreadsheet format for delivery The successful applicant should not only have the required technical skills but als...

I need someone to assist with ZMNinja from ZoneMinder. I am getting API Errors, but everything seems fine with the server

...research will cover aspects like consumer preferences, competition analysis, and pricing trends. Key Tasks: - Gather and analyze data on consumer preferences regarding black beans in Mexico City. - Conduct a thorough competition analysis of the black beans market in the city. - Identify and document the pricing trends of black beans in the local market. Target Audience: - Consumers: Understand their preferences, purchasing habits, and expectations. - Retailers: Identify key players, their pricing strategies, and market positioning. - Distributors: Explore current distribution networks, challenges, and opportunities. Ideal Candidate: - Located in Mexico City for on-ground research. - Strong background in market research and analysis. - Understanding of the food in...

The main objective is to implement a system of coupons and bonuses on Word Press Site under construction and will have to work in parallel with the team developing the WP. to encourage users to make purchases and refer products, thus increasing sales and visibility of the site. The project is already tested both the functional part and the code skeleton, which has been designed and has passed the Chat GPT validations in terms of structure and functionalities. Please refrain from submitting proposals that do not meet the technical requirements described in both documents.

As the client for this project, I am seeking a s...candidates for this task will possess a strong background in academic research, particularly within the realms of health science and medicine. Experience in conducting systematic reviews is crucial, especially in healthcare. Proficiency in accessing, managing, and interpreting giant databases of scientific literature is an imperative skill. A deep understanding of research methodologies and statistical analysis is a must. Good communication skills and commitment to delivering high-quality outputs will be appreciated. In your bid, please specify your past experience with systematic review projects in the healthcare or medical field. I look forward to working with professionals who can help realize the potentials of this research un...

...exhaustive, just a highlight of a few interesting things about your data set. If you need to reduce the size of your data to fit now is the time to do that. Data Exploration: shall include a bulleted or numbered list of proposed specific data explorations you intend to carry out (include visualization). These insights are things that can be determined by examining the data through statistical analysis or other means. Predictions: shall include a prediction component (supervised learning) - include clustering, decision tree logistic regression, and k means (must have visualizations) The goal is to identify the best loans; most profitable, and load status for being paid off DELIVERABLES Finished code with all steps detailed below, data preprocessing and data cleaning, EDA incl...

I'm seeking an experienced AI developer to create a robust appl...AI algorithms to detect and interpret various elements within the slab plans. * Supports Multiple Formats - Must be able to process JPEG and PDF formats. * Comprehensive Detail Analysis - Capability to identify and count specific components such as void formers, reinforcement bars, and structural beams. Ideal Skills and Experience: * Extensive experience in AI Development, specifically in the fields of Object Detection and Text Extraction * Demonstrable experience in creating software that can process and interpret renderered images in multiple formats * Prior experience or understanding of construction plan analysis would be a significant advantage. Example slab design attached of what the AI program wo...

...audit of my website, with a focus on both on-page optimization and technical SEO aspects. Key Areas of Focus: - On-Page Optimization: Analyzing the current content, meta tags, and URL structure to enhance keyword targeting and improve search engine ranking. - Technical SEO: Reviewing technical aspects such as website speed, mobile-friendliness, and site architecture for optimization. - Backlink Analysis: Identifying and assessing the quality of existing backlinks and providing recommendations for improving backlink profile. Prioritized Pages: - Homepage: A thorough evaluation to ensure it's optimized for key search terms and user experience. - Product Pages: Individual assessment of these pages to enhance visibility and conversion rates. - Blog Section: Reviewing the blog...

1. *Data Collection and Analysis:* Gather historical and real-time cryptocurrency market data, cleaning and processing it for meaningful insights. 2. *Algorithm Development:* Utilize Python's machine learning libraries to create predictive models capable of identifying potential trading opportunities. 3. *Risk Management Integration:* Implement risk mitigation strategies within the algorithm to minimize potential losses during volatile market conditions. 4. *Backtesting and Optimization:* Test the algorithm's performance using historical data to refine and optimize its effectiveness. 5. *Live Testing and Deployment:* Gradually introduce the algorithm to live market conditions, continuously monitoring and fine-tuning its performance.

...seeking an experienced tech writer/cloud engineer to help create a comprehensive consultancy playbook based on the Microsoft Cloud Adoption Framework. The goal is to turn this framework into a practical, step-by-step guide that businesses can follow to transition from ground to cloud. This playbook will serve as a cornerstone of my consultancy business. Project Scope: Deep Dive Analysis: Conduct an in-depth analysis of the Microsoft Cloud Adoption Framework. Content Development: Write a detailed guide that encompasses business strategies, marketing tactics, and sales techniques related to cloud adoption. This needs to be deep and detailed. Framework Parsing: Break down the framework into a structured, easy-to-follow product/playbook. Ideal Candidate: Technical W...

I'm seeking a proficient data analyst with strong statistical analysis capabilities. Your main responsibilities will be: - Data Cleaning & Preparation: This includes cleansing the data from any incomplete records, duplicates or errors. - Statistical Analysis: You'll need to conduct a thorough statistical analysis of the data, utilizing regression analysis specifically. The project will involve various types of data including numerical, categorical, and textual data. Since we'll be working in a professional environment, knowledge and proficiency in MS Office is a must. This includes Excel, PowerPoint, and Word. Ideal candidates should be well-versed in data analysis and have a strong statistical background. Proficiency in using M...

I'm in need of a seasoned Mechanical Engineer with specific expertise in heat transfer, fluid dynamics, and thermodynamic cycle analysis to assist in the development of a revolutionary solar thermal engine patent prototype. Key Requirements: - Conducting in-depth thermodynamic cycle analysis for the solar thermal engine. - Designing the engine layout and key components to optimize its performance. - Understanding and managing the behaviors of steam vapor and condensate. - Proficiency in analyzing fluid flow, power, and pressure drop. - Knowledge of steam hammer and heat pipe behavior for this application. - Experience with developing engines within the 1-5 kW power output range is essential. Ideal Skills: - Proficiency in CAD software, such as SolidWorks. -...

I'm seeking a talented developer to create a sophisticated software system that will help me identify profitable betting opportunities and detect positive expected value (EV) bets within the sports betting market and also arbitrage bets, live positive EV bets and live arbitrage bets on the websites specified in the attached file. The formulas for Positive EV bets can be found on the following website. The software needs to compare the odds to the odds of , obviously following the adding of the vig (pinnacle's profit margin) to the odds, in order to receive the true odds: The software needs to run as a website that only I can access, with a similar layout to that of , as seen on the picture attached. I will also

I'm seeking a research assistant to help me with the theoretical background of my work within applied linguistics, specifically focusing on economic theories. Key Tasks: - **Literature Review:** Conduct a thorough review of economic theories relevant to my research topic. - **Analysis & Synthesis:** Analyze and synthesize relevant materials to provide a structured background to support my research. Ideal Candidate: - Proficient in economic theories and their application in the field of applied linguistics. - Strong research skills to conduct a thorough literature review. - Previous experience in academic or theoretical research within applied linguistics would be an advantage. Please bid with details on your relevant experience and approach to this project.

I'm seeking a skilled data scientist to create a Machine Learning Automated Valuation Model (AVM) to predict residential real-estate prices in Butte County, CA. The key features I expect in this model include: - Accurate prediction of residential real-estate prices - Analysis of historical data to inform future predictions - Provision of precise estimates for the identified properties - Use AI (GPT-Vision, Claude Opus, etc...) to analyze listing images and derive more feature data about the listing for the model The ideal candidate will have access to and expertise in utilizing the following data sources for training the model: - Public real estate data - MLS listings - Home sale records - Census data Development should primarily be done in R, and the open sou...

...require a roadmap for my service-based business with clear strategic objectives, market analysis, and competitive landscape. - Operational Guidelines: The plan should also detail operational procedures, staffing requirements, and technology needs. The Nature of My Business Idea: - Service-Based: My business is primarily service-based, catering to both businesses (B2B) and consumers (B2C). Therefore, the plan should be structured to appeal to a wide range of audience including potential investors, partners, and customers. Ideal Skills and Experience: - Proven experience in creating successful business plans, with a particular focus on securing funding. - Strong research and analytical skills for market analysis and competitive landscape assessment. - Excellent communicati...

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I need a professional who can effectively record three of our management meetings for review and analysis purposes. Key Details: - The meetings are expected to continue for three days each. - All meetings will be conducted in-person. - Clarity and audio quality are of utmost importance. - Quick turnaround time is crucial. Required Skills & Experience: - Proven experience in professional audio recording, particularly in meeting and conference settings. - Strong attention to detail and professionalism. - Fast and efficient, without compromising the quality. - Excellent time management skills. - Ability to handle unforeseen recording challenges that may arise. - Familiar with different audio formats and compression settings, to deliver the final product in the desired fo...

I need a React developer to build a frontend for a Student Management System. Key Project Details: - Two Types of Users: The system will have both admin and normal user functionalities. - Entities: The project involves five main entities: students, admin, class, exam, hall, and scheduling. - CRUD Operations: The system should allow for Create, Read, Update, and Delete operations for the mentioned entities. Admin User Features: - Access Control: The admin user should have the ability to control user access and manage permissions. - Reports Generation: The system should be able to generate exam scheduling reports. I will provide you with the Swaggy API list for this project. The deadline for this project is Saturday night. Ideal skills and experience: - Pr...

I want to create a nutritional analysis software that helps manufacturing companies, restaurants, or other food service businesses manage nutritional information. The software should allow users to input an ingredient from a database, customize data, and quickly break down its nutritional values. Example of tools and technologies needed: Programming Languages: - Backend: Python (Django, Flask), Node.js (). - Frontend: JavaScript (React, Vue.js, Angular) Testing: - Selenium, Jest Version Control: - Git (GitHub, GitLab, Bitbucket)

I need an expert in Ansys Fluent who can complete a heat transfer simulation setup within a one-day deadline. The specifics of the assignment are: - simulation - Heat transfer simulation with a focus on conduction - Post-processing analysis Freelancers should have a background in Ansys Fluent software and should be experienced in dealing with heat transfer simulations, The ability to adhere to strict deadlines is also crucial. Please place your bid if my project matches your skills and experience.

I'm looking for a talented developer to build a web-based POS system with a focus on insightful daily sales reporting. Key Features: - Web-based POS system: The system should be accessible through the website itself, offering an intuitive interface for easy use. - Daily Sales Reporting: It's crucial that the system provides detailed and comprehensive daily sales reports. These reports should be easy to read and interpret. - Customization: The system should allow for future customization and integration of additional features, as the business grows. Ideal Skills: - Proven experience in developing POS systems, particularly web-based. - Strong understanding of sales reporting and data analysis. - Ability to create user-friendly interfaces...

I need a knowledgeable professional who can effective...seamlessly integrate it with my Shopify store. While I'm not currently interested in tracking specific customer actions, I'd appreciate it if the setup can be done in a way that makes it easy to add such tracking in the future. The ideal candidate for this project should have: - Extensive experience in setting up Google Analytics on Shopify platforms. - A deep understanding of website traffic analysis, customer behavior tracking, and marketing strategies. - A track record of successful installations that have significantly improved clients' understanding of their websites and customer base. If you're confident in your ability to deliver a comprehensive setup that aligns with my needs and business objective...

I'm looking to create a binding within Openhab for an Elmo alarm system. The binding needs to enable the following functionalities: - Remote arming and disarming of the alarm system. - Monitoring the status of individual sensors and zones. - Sending sensor states to OpenHAB items. I do have a similar project that was written in Python for Home Assistant which I can provide as reference and guidance. Ideal Skills: - Strong experience with Openhab binding. - Proficiency in Python programming. - Familiarity with the Elmo alarm system will be a plus.

I am in need of a skilled SPSS expert to assist me with a small project. I require someone who is proficient in statistical analysis and interpretation using SPSS, particularly for basic descriptive statistics. Key Responsibilities: - Conducting basic descriptive statistical analysis on the data provided - Interpreting the results in a clear and concise manner - Presenting the findings primarily through graphs and charts You must have: - Proficiency in using SPSS for statistical analysis - Strong background in basic descriptive statistics - Capability to interpret data effectively - Ability to present results clearly through graphs and charts Your assistance in this project will greatly help me in understanding the data and its implications.

I need a professional who can analyze the logs of my Apache PHP-FPM server and help me troubleshoot errors. The main focus of this task is to identify and resolve any issues that might be impacting the performance of the server....PHP-FPM server and help me troubleshoot errors. The main focus of this task is to identify and resolve any issues that might be impacting the performance of the server. Key Requirements: - The ideal candidate should have a solid understanding of Apache PHP-FPM logs and their structure. - Good troubleshooting skills are necessary to pinpoint the root causes of the errors. - Ability to present the analysis results in a detailed report is crucial. The main goal is to ensure the server is running smoothly and efficiently. The server use Centos 7, Apache a...

...capable of analyzing uploaded instrumentals and generating both the lyrical flow and content to match the music. The lyrics produced must be clean and suitable for audiences aged 18 and above. **Key Responsibilities:** - Develop and implement an AI system capable of generating music lyrics based on uploaded instrumentals. - Ensure the AI-generated lyrics are clean, appropriate for all audiences, and align with the given instrumental. - Collaborate with our music and tech teams to refine and enhance the AI’s capabilities. - Integrate the AI system into our existing platform for seamless user experience. - Continuously monitor and improve the AI’s performance based on user feedback and advancements in AI technology. **Requirements:** - Proven experience in AI d...

I am in need of a skilled SPSS expert to assist me with a small project. I require someone who is proficient in statistical analysis and interpretation using SPSS, particularly for basic descriptive statistics. Key Responsibilities: - Conducting basic descriptive statistical analysis on the data provided - Interpreting the results in a clear and concise manner - Presenting the findings primarily through graphs and charts You must have: - Proficiency in using SPSS for statistical analysis - Strong background in basic descriptive statistics - Capability to interpret data effectively - Ability to present results clearly through graphs and charts Your assistance in this project will greatly help me in understanding the data and its implications.