Help with data analysis for dissertation jobs

...experienced professional to develop a Detailed Project Report (DPR) for a real estate project in Lucknow. This report is primarily for potential investors, therefore it should be extensive, informative, and compelling. Key tasks and requirements: - Develop a comprehensive DPR that clearly outlines the potential of the project, its financial viability, and the predicted return on investment. - The DPR should be structured in a way that is easy to understand for investors with varying levels of real estate knowledge. - Conduct a thorough market analysis specifically focusing on Lucknow real estate market. - Recommend the most suitable real estate project type (residential, commercial, mixed-use) based on the market analysis. - The DPR should cont...

I am in need of a data analyst who can dissect reports and extract necessary data daily. The task involves delving into data reports and accurately churn out meaningful information in required format. Your responsibilities include: * Analyzing various reports. * Precisely capturing key information based on pre-decided format. This project requires someone with Eye for Details, Working knowledge of MSOffice especially Ms Excel. Good English communication acumen, to understand and interpret data and derive meaningful information. Understands general market & business terminologies, Able to invest atleast 4-5 hours daily. Ideal time between 2pm to 7pm IST. Proficiency in interpreting data and a keen eye for details are highly rec...

I'm in need of an Ansys expert who can help me simulate a mechanical component and analyze it for stress. The simulation is to be conducted under dynamic load conditions. Key Responsibilities: - Understand the product design and its intended usage. - Create a dynamic loading situation within Ansys. - Conduct a thorough stress analysis of the mechanical component. - Provide a detailed report on the simulation results. You should have: - Proficiency in Ansys, particularly in stress analysis. - Experience in working with mechanical components. - Understanding of dynamic load simulations. - Ability to interpret and present simulation results. Your work will be instrumental in helping us ensure the reliability and safety of our product.

I need assistance with performing formulas, calculations and descriptive analysis in Ms Excel. I am specifically focused on analyzing data using measures of central tendency - mean, median and mode. - **Tasks** - Insert and calculate formulas regarding the mean, median, and mode in the data. - Conduct descriptive analysis on the dataset. Ideal freelancers for this project should have strong analytical skills and extensive experience with Excel's formula and calculation functionalities as well as knowledge of statistical analysis. An understanding of central tendency measures (mean, median, mode) is crucial.

...looking for an expert who can accurately analyze and report on a simple set of wage data from the past five years and create ability to select which data sets to compare. Your task will be to: - Determine the average salaries over the course of these years. - Identify notable trends in wage changes over the specified time period. - Make in-depth comparisons between the various organisations in terms of wage dispersion. Ideal candidates will have significant experience working with large datasets, particularly those concerning wages and salaries. Proficiency with Excel or a similar tool is essential. Strong attention to detail is also a must as you will need to interpret complex wage data. Furthermore, previous exposure to HR analysis wo...

I'm looking for an expert PowerPoint designer to create a 3 slide presentation focused on our business' performance. The objective of this presentation is sharing our Super Market's year-to-date and month-to-date performance with our CEO. Key areas to highlight: - Sales revenue performance Sales Growth, Loyalty share, Sales vs Target, Basket Size etc Note Be as creative / visual as possible while building the presentation Define KPI's and build the presentation around it Ideal skills and experience: - Strong proficiency in PowerPoint design - Professional career in data analysis or business metrics - Deep understanding of the supermarket or retail industry. Your role will be creating a visually-appealing, clear, and concise presentati...

Description: Seeking a detail-oriented and expert data analyst with proficiency in SQL and R for a comprehensive evaluation of a recently completed data analysis project. This project requires a review of SQL queries, R scripts, and database connections as detailed in a provided PDF. If you're ready to start right away and can deliver within 24 to 48 hours, please get in touch. Responsibilities: Conduct a thorough review of project requirements as specified in the PDF. Evaluate the accuracy and efficiency of SQL queries and R script implementations. Verify database connections and the effectiveness of data visualizations. Identify any discrepancies or areas for improvement. Deliver a comprehensive report detailing findings, issues, a...

I'm seeking a Queensland registered structural engineer to review and sign off on a completed FEA report for a residential building. Key Project Details: - This project is in the post-construction phase. - The purpose of the FEA report is structural analysis. - The structure in question is a residential building. Freelancer Requirements: - Must be a registered engineer in Queensland. - Proven experience in structural engineering. - Familiarity with FEA analysis is a plus. Please don't bid if you are not registered as a structural engineer in Queensland Budget 300 AUD

...professional who can help me complete a project that involves writing 3 comprehensive health-related articles. Each article should be 3000 words long. Key Requirements: - **Topic:** The articles should focus on sports - **Methodology:** The methods section in each article must be detailed with a critical analysis and comparative insights. - **Content Focus:** The articles should predominantly focus on recent studies, preferably those published in the last 5 years. Ideal Freelancer: - Proficient in health writing. - Capable of conducting in-depth research. - Experienced in critical analysis and comparison of studies. - Skilled in crafting engaging, informative articles. - Able to deliver high-quality work within the set deadline. This project is time-sen...

I need a meticulous data entry freelancer to help me with my project. The task involves entering text data from digital files. The primary goal of this data entry project is to prepare the data for further analysis. Key Responsibilities: - Enter text data accurately from digital files Ideal Candidate: - Proficient in data entry - Meticulous and detail-oriented - Basic understanding of data analysis This role would suit someone who is looking to develop their data entry skills and gain experience in data analysis.

I'm in need of a thorough market analysis focusing on the finance industry.

I'm in need of a professional who can create a comprehensive business plan, focused on the educational industry. Key Responsibilities: - Develop a detailed business plan tailored for an educational product/service. - Incorporate market research, competitor analysis, and financial projections. - Highlight the unique selling points and value proposition of the educational product/service. Ideal Skills: - Proven experience in business plan writing, particularly for the educational sector. - Strong understanding of market research methods and financial analysis. - Excellent communication skills to effectively present complex information. - Knowledge of investor perspectives and their expectations in the educational sector. Your work will be crucial in co...

I'm searching for an experienced Android developer to work on a self-help app that targets elderly users. The primary goal of the app is to track the user's progress. Key Features: - User Registration and Login: The app should incorporate a straightforward registration and login system to ensure user engagement. - In-App Purchases: It's essential that the app supports in-app purchases to enable users to access premium content or features. The developer should have the following skills and experience: 1. Proficient in Java, Kotlin and other programming languages; 2. Have a deep understanding of Android platform, familiar with Android SDK and related tools; 3. -- If you have an already published app you can! Out -- for s-a-l-e! . If you are int...

...skilled data entry analyst with the ability to create comprehensive data visualizations on Excel. The successful candidate will be tasked with: - Creating a variety of visualizations including charts, graphs, and dashboards from our data sets. - Visualizing key data elements like sales data, customer demographics, website traffic, and financial performance. - Updating the visualizations on a weekly basis to maintain relevance and accuracy. Ideal candidates should have a strong background in data entry and analysis, as well as exceptional proficiency in Excel and data visualization tools. Skills: - Data entry and analysis - Proficiency in Excel - Experience with data visualization tools ...

I'm in need of a freelancer to assist me with basic data cleaning and validation. The data will be provided in Excel spreadsheets. Key requirements: - Data cleaning and validation: Your role will involve ensuring data integrity by detecting and correcting (or removing) any errors or inconsistencies. - Excel proficiency: You should be comfortable working with basic Excel spreadsheets, and able to perform data entry and analysis tasks. This project is suitable for someone with good attention to detail and a methodical approach to data handling. Experience in similar projects is a plus, but not mandatory. The project requires a freelancer who can work efficiently and accurately.

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 am in need of a skillful and experienced writer to create a detailed report focused on analyzing data trends from a statistics chart I will provide. Your report should: - Emphasize on providing context for the data - Combine your analytical skills to understand the underlying patterns or trends - Present findings in a clear and easy-to-understand manner, aimed at an intermediate level readership Ideal freelancers should have a background in report writing and data analysis, to effectively interpret and communicate the data’s implications. Keep in mind the goal is to enable better understanding for those reading the report.

...someone to create a top-notch business plan report for me. The main focus should be on establishing key targets and making sound, applicable recommendations. Key Requirements: - Extensive experience in compiling business reports, particularly business plan reports. - Insight into effective tactics for target identification and building actionable recommendations. - Proficient research skills in the business field, able to access a good range of business resources. - Solid understanding of business planning, market strategy, financial analysis, and competitive analysis. Ideal Skills: - Excellent writing and editing skills, as well as strong communication abilities. - An analytical mindset with an attention to detail. - Familiarity with the l...

...exis9ng image. 2. Technical Characteris9cs Analysis: Using op9cal character recogni9on (OCR) algorithms and handwri9ng analysis, the tool will extract text from the image and analyze technical features of handwri9ng such as size, inclina9on, spacing, pressure, etc. as well as characteris9cs that come from that analysis (extroverts person, shy, etc.) 3. Prac9cal Characteris9cs Analysis: Based on a reference book, the tool will analyze prac9cal features of handwri9ng such as speed, rhythm, le;er shape, readability, etc. 4. Personalized Feedback: Users will receive personalized feedback describing the detected characteris9cs and providing an explana9on of their meaning. Addi9onally, there will be a banner recommending users to consult graphology experts for...

...appreciation over five years, I'm facing a loss upon exit, contrary to expected gains. I'm seeking a forensic audit service to conduct a thorough analysis of this matter. I will provide my observations along with the Audit report and Bank statements. Before bidding, please ensure you have experience in conducting forensic audit investigations and the ability to observe irregularities (which will enable me to engage in a more informed dialogue with the SPV team). Key responsibilities: - Focus is primarily on the review of financial statements - Identify any signs of financial fraud - Deliver a comprehensive report of your findings Ideal candidates for this project should have: - Proven experience in forensic accounting - Comprehensive understandin...

...talented Microsoft Power BI Specialist to join us in transforming our data into actionable insights. Job Description: Are you a skilled Microsoft Power BI Specialist with a passion for healthcare? Do you thrive on turning complex data into clear, actionable reports? If so, we want to hear from you! As our Power BI Specialist, you will play a pivotal role in our healthcare practice by compiling crucial reports that will inform our clinical decisions, enhance patient care, and optimize operational efficiency. You will work closely with our medical staff, administrators, and IT team to understand their data needs and deliver insightful analytics solutions. Key Responsibilities: Data Analysis & Reporting: Transform raw da...

As a client, I'm seeking a skilled mechanical design engineer for a specific project. - The main responsibilities include structural skid design calculations and tank design calculations. - The skid is required to have a weight between 1000 kg and 5000 kg, with dimensions of 2m x 4m. - The tank in question is a mixing tank. You should be well-versed in mechanical design, with a strong background in: - 3D modeling - Prototyping - Stress analysis Your comprehension of structural skid design and tank design is crucial. The ideal candidate will have relevant design experience and be able to provide efficient, precise, and innovative solutions to meet the project's requirements.

...visionary looking to leverage machine learning, I'm seeking a professional capable of constructing an efficient predictive analytics model. This project necessitates expertise with structured numeric data, highlighting the necessity for strong proficiency in database management and data analysis. Key tasks include: - Creating a robust predictive analytics model. - Optimizing the model for structured numeric data. - The focus is on predicting a continuous outcome. Ideal candidates will be fully adept in statistical analysis, machine learning algorithms, and software engineering, with a particular emphasis on handling numeric data. Past experience in similar predictive modeling projects will be highly appreciat...

I'm seeking an Excel expert to help with a data analysis project. The spreadsheet is set to a high level of complexity, requiring a mix of data analysis and data cleaning tasks. Key Tasks: - Data Analysis: I need someone who can set up the spreadsheet as a dashboard, and perform data analysis tasks. - Data Cleaning: You need to handle the data cleaning part of the project. This involves removing duplicates, handling missing values, and standardizing data formats. The ideal professional for this job will be experienced in: - Advanced Excel functions, including data analysis and building dashboards. - Proficient in data cleaning techniques. - Able to work wi...

I need someone to help with offline data entry. The task involves entering less than 1000 entries into an Excel spreadsheet. Accuracy is key as the data will be used for business analysis. Ideal Skills and Experience: - Proficiency in offline data entry - Advanced Excel skills - Ability to maintain high level of accuracy - Previous experience with similar tasks is a plus

I'm seeking an experienced architect with a keen eye for modern design. The project involves creating a structure with a large floor area—over 5,000 sq ft. Key Responsibilities: - Develop architectural designs in line with modern styles - Include space planning and structural analysis Ideal Candidate: - Demonstrable experience with large projects - Proficiency in modern architectural design - Strong in space planning and structural analysis

Financial presentation on the analysis of two stocks with the help of the financial Discounted cash flow model that has already been prepared. You will need to complete:- 1. Powerpoint presentation slides 2. A 1000-word MS-Word document that will tell the speaker what needs to be spoken for each of the slides. 3. A 200-word reflection

I need a skilled developer to help me collect data from various websites to find a competitive edge. Key Requirements: - Prior experience in web data scraping - Ability to scrape data in real-time to ensure the information is up-to-date - Understanding of data analysis and how to interpret the results - Familiarity with competitive research The data collected will be used to inform my business strategies, so it's crucial that it is collected accurately and efficiently. Although not the immediate priority, I'm also interested in exploring the possibility of creating a discord bot and potentially web design in the future. A developer with experience in these areas would be preferred, though not essential. The deve...

I am seeking an experienced market analyst who's knowledgeable about the logistics industry, specifically in the area of transportation and distribution. Key tasks will include: - Providing in-depth analysis of last mile delivery, including identifying and studying trends, challenges, and solutions. - Research and provide insights about effective entry points and custom clearance methods regularly used in the industry. - Investigate and analyze courier services, including their efficiency and impact on the overall distribution process. - Examine the use and effectiveness of locker and PUDO (pick up drop off) points in modern logistics. - Who are the main ecommerce sellers. Suitable candidates should have extensive experience in transportation and distribution within the l...

I'm seeking an experienced power app developer to build a small, yet crucial, data-driven application. The app will mainly focus on data input and storage, as well as calculations and analysis. Key Project Details: - The app should be capable of managing both text and numeric data. - The calculations and analysis will be unique, thus the need for custom scripts. The developer should be able to create the necessary algorithms and functions to support this. Ideal Skills and Experience: - Proficient in Power App development - Strong understanding of data input, storage, and calculations - Ability to create custom scripts for analysis - Experience with similar data-driven projects Please note that this proje...

...professional who can help me complete a project that involves writing 3 comprehensive health-related articles. Each article should be 3000 words long. Key Requirements: - **Topic:** The articles should focus on sports - **Methodology:** The methods section in each article must be detailed with a critical analysis and comparative insights. - **Content Focus:** The articles should predominantly focus on recent studies, preferably those published in the last 5 years. Ideal Freelancer: - Proficient in health writing. - Capable of conducting in-depth research. - Experienced in critical analysis and comparison of studies. - Skilled in crafting engaging, informative articles. - Able to deliver high-quality work within the set deadline. This project is time-sen...

I am looking for a proactive freelancer to help in setting up an affiliate marketing campaign targeting small business owners and tech enthusiasts. Since the specific IT skills for the campaign were not provided, the freelancer should be versatile enough to cover a broad spectrum of skills from programming, web design to data analysis. The campaign will be driven through the creation and distribution of blog articles, videos, and infographics. Therefore, expertise in content creation, particularly in those formats, is essential. In summary, the ideal freelancer should possess: - Knowledge and experience in Programming, Web Design, and Data Analysis - Ability to create engaging and informative content in form of blogs, videos, and in...

...urgently require a professional with a solid background in digital forensics. Your primary task would be to recover deleted content from a PDF, despite the lack of the original for comparison. The recovered data will be utilized for data analysis. Key Details: - Urgency: The project needs to be completed within the next two days, so please only apply if you can meet this deadline. - Purpose: The primary objective is data analysis, so the quality and completeness of the recovered content is crucial. Ideal Candidate: - Strong Background: A professional with proven experience in digital forensics. - Time Management: Ability to work quickly and effectively to meet the ASAP deadline. - Attention to Detail: A meticulous approach...

I'm seeking a skilled researcher to delve into the various challenges professionals face in their work environments in Jaipur, India. The objective is to pinpoint the key reasons behind th...coworking spaces, including factors like cost, amenities, and overall convenience. - Probe deeper into the less tangible aspects such as lack of awareness, ambiance, and the culture of coworking spaces. Ideal Skills: - Deep research on coworking spaces and its trends. - Proficient in market research and analysis. - Familiarity with Jaipur's professional landscape and coworking culture. - Excellent communication skills for potential interviews or focus groups. - Critical thinking to interpret the data and present actionable insights. DEADLINE - TODAY ANYHOW if yo...

...Analyst with an in-depth understanding of both residential and commercial construction operations. Key Responsibilities: - Provide comprehensive business analyses that will contribute to the streamlining of project management processes. - Utilize analytical expertise to optimize our cost estimation procedures, improving accuracy and financial efficiency. - Formulate ways to enhance communication between all stakeholders involved in the construction process. - Implement sales matrix and improve financial reports to provide more data-driven insights and decisions. Ideal Skills and Experience: - Proven experience in Residential and Commercial Construction. - Strong skills in business system analysis, project management, cost estimation, and stakeholder communication...

I'm in need of a skilled Python and C++ developer to create combinations of 2048 distinct objects, each with precisely 12 words. These combinations are intended for data analysis, so they need to meet specific statistical criteria. Key Requirements: - Create the combinations in Python and C++ - Ensure the combinations are statistically valid for data analysis Ideal Skillset: - Proficient in Python and C++ - Strong background in combinatorics - Experience with statistical analysis - Good understanding of data analysis techniques Once these combinations are generated, they will be utilized to conduct data analysis, so ensuring their accuracy and statistical relevance is crucial. Please only app...

We are looking for a freelance expert in marketing and market analysis to help us identify high-demand consumer products in the Netherlands that can be successfully sold online. The candidate should be able to analyze market trends and customer needs, and use data and research to identify opportunities and value-added products that can be successfully sold online. Key requirements: - Proficiency in market research and trend analysis in the Netherlands - Experience in identifying and forecasting demand for online selling - An understanding of the competitive landscape in the specified product categories - Strong communication skills and the ability to present findings in a clear and actionable manner The target audience for the products i...

I'm in need of Spanish websites or blogs to publish informative articles. However, there are specific requirements in place that need to be met. Requirements: - Domain Authority (DA) above 20 - Content in Spanish - Spam score should be less than 5% Ideal Skills: - Proficien...However, there are specific requirements in place that need to be met. Requirements: - Domain Authority (DA) above 20 - Content in Spanish - Spam score should be less than 5% Ideal Skills: - Proficiency in Spanish is essential - A good understanding of SEO and website metrics - Experience in content publishing and website analysis This is a monthly project where we intend to publish informative articles in Spanish. The websites/blogs need to meet the set criteria for consideration. Looking forw...

I am seeking a proficient programmer to build a program that...login system, as access to this information is free. - Use UPC data to perform a search on eBay to see if the item is available on the platform. - Generate a profit prediction report based on eBay's item purchase history. The ideal freelancer for this job would have great scraping skills, experience with eBay's API, and be able to develop a friendly user interface. A background in eCommerce profitability analysis would also be advantageous. Key programming languages for this job include Python and JavaScript. Previous experience with web scraping libraries (BeautifulSoup, Selenium, etc.) is vital. End goal is to create a system that aids in making profitable product sourci...

I need a financial model for my venue, specifically tailored for investment analysis. The powerpoint should focus on taking information from a research report and putting into slides. Ideal candidates for this project should have experience in alternative investments, investment banking, or asset management.

Calculate LCOE for Solar PV System Description: Seeking an expert to compute the Levelized Cost of Electricity (LCOE) for a solar PV system based on installation, maintenance costs, and energy output. Deliverables: - Detailed report with cost breakdown, annual output, and LCOE. Requirements: - Experience in solar energy analysis. - Skilled in energy modeling tools. Materials Provided: - Datasheets, performance data, and .xlsx.

...support innovation management. The ideal candidate will be able to design and develop this software with the following key features in mind: - User Authentication: The ability for users to create accounts, sign in and securely manage their data. - Data Analytics: Implementation of analytical tools that can provide real-time insights on innovation processes and outcomes. - Task Tracking: A system to track and manage tasks related to innovation projects. Other key components and functionalities of the software include: - Financial Analysis: The software should be able to provide financial insights and support financial decision-making processes. - Intellectual Property Management: A feature to help manage and protect intellectual property relate...

...tailored towards: - Advanced users seeking in-depth analysis and insights. - Written in a comprehensive analysis style. The guide will need to cover the following aspects: - Step-by-step process of converting Bitcoin to a bank account. - Detailed explanation of each step and its technical nuances. - In-depth analysis of the current trends and challenges in this process. - Recommendations for the best practices and potential pitfalls to avoid. The ideal candidate for this job should have: - Profound knowledge and experience in cryptocurrency, especially Bitcoin. - Strong understanding of banking systems and processes. - Excellent writing skills with the ability to explain complex concepts in a simple and engaging manner. - Familiarity with...

I need an expert to create a comprehensive Excel report and sheet using the 7QC Tool. The main purpose of this project is to analyse process data, identify quality problems, and improve process efficiency. Key Project Details: - The Excel report and sheet should incorporate data analysis, financial calculations, and performance metrics. - The type of data to be stored in the Excel sheet will be sales data, employee information, and inventory records. The ideal freelancer for this job will have a solid understanding of the 7QC tool, advanced Excel skills and knowledge in data analysis. Experience with managing sales data, employee information, and inventory records within Excel is highly beneficial.

...leverages machine learning for CV analysis and ranking. Key Components: - **CV Submission**: The platform should allow users to easily upload CVs in either PDF or DOCX format. A straightforward and intuitive UI will be crucial for user adoption. - **AI Algorithm**: The heart of the platform will be the machine learning algorithm. The ideal freelancer should have a strong background in machine learning and experience with natural language processing. They will be responsible for developing the algorithm that will assess the CVs based on the criteria provided and rank them. Key Criteria for CV Ranking: - **Relevant Work Experience**: The algorithm should be able to identify and weigh different levels of experience, giving preference to those mo...

...the logo - Dusty Slate Consulting Slogan to incorporate in the logo - Let us help you clear your slate. Description of the organization and its target audience: Dusty Slate Consulting is a consulting firm that specializes in, Prototype Development, Secure software concepts. Business process optimizations, Security Analysis, penetration testing, and custom application development. We also specialize in systems integration and robotic process automation. If you have an idea that you cannot get made, we can make it happen. My target audience are companies that have ideas but lack the inventive resources to make the ideas happen, as well as small time inventors that need a leg up in getting a prototype built, or help getting it manufactured. Industry Software Dev...

...skilled consultant who specializes in financial analysis, risk management, and strategic planning. Scope: The chosen professional will be in charge of crafting an effective multi-year investment policy and plan. This includes setting precise goals, benchmarks, and guidelines over a 3-6 month time frame. Deliverables: Consultant's recommendations will play a vital role in enhancing the California HOPE Program's operations. Your input provides the basis for deciding the funding allocation among the different programs. Objective: The principal objective of our proposed multi-year plan is maximizing returns on our investments. Therefore, solid experience in investment strategies boosting returns is essential. This project calls for a professio...

..."Expert Statistician Needed for Advanced Probability and Statistical Analysis Project" Job Description: We are seeking a highly skilled statistician to assist with a complex statistical analysis project. The project involves a detailed examination of discrete random variables, probability density functions, exponential processes, normal distribution analysis, and sensitivity and specificity calculations. The ideal candidate will help in solving intricate problems related to electronic device lifetimes, network flow sizes, and evaluation of lie detector test effectiveness using statistical models. Responsibilities: Analyze and compute probabilities related to medium access control protocols and network flow sizes. Develop and validate...

I need an example of how to set up React with a Python backend executing locally inside of an Electron environment. We will be using it to parse local files from the file system and perform analysis. The method of interacting with Python should be the most simple, but is up to you. We will provide a Github repository for work upon selection. This should take 10 hours or less, it is a simple prototype.

FARMING DATA Data: Download this Excel Workbook including these 3 tables: ● ○ Prices_Crops_Livestock ○ Production_Crops_Livestock. ○ Land_In_Use NOTE: These tables contain agricultural information for 20 countries and a list of various crops and livestock products. The data is sourced from the Food and Agriculture Organization of the United Nations where you can find definitions and standards. Scenario: Imagine you're a data analyst at a global agricultural organization, entrusted with enhancing worldwide agricultural production understanding. American stakeholders seek a comprehensive view of global farming trends as they evaluate diverse food supply chain initiatives. Audience: American stakeholders. Insights: Address several questions t...