Data entry data mining data processing jobs
...running models on frames and insert into DB. It has an existing dashboard as well. New features will primarily focus on analyzing traffic violations. The new enhancement should be able to handle ANPR and Speed Violation detection based on a live video feed from inside plant roads. Key Features: The software should provide - check valid vehicle # with registered list for unauthorized entry. - Speed violation to handle 5 to 40 Kmph threshold - Violation Snapshot/Video will be stored on on-prem server. - Each violation with trigger Auto Email and/or SMS notifications. - Each violation with trigger Auto alarm/hooter installed at each camera location. - IT should work on 12-20 4 Mega Pixels cameras. Appropriate server will be p...
...be designed to accommodate various features. These include user registration and profiles, private messaging between users, and invoice generation and payment processing. - Additional Features: The platform will also support image and video uploads, as well as feature a news feed and timeline. The website is intended to serve as a platform for users to post content, interact with one another, and engage in agreements that can be followed up with invoicing for services rendered. Ideal candidates should have a proven track record of developing social networking sites, with a deep understanding of user experience and payment processing integration. Experience in handling image/video uploads and news feed/timeline features is essential. A strong portfolio that showcases s...
...this conversion is to allow for easy editing of the content within the document. Key Requirements: - Convert a PDF file to a Microsoft Word (.docx) document - Ensure the content is accurately typed - The formatting in the Word file must match the original PDF exactly - The document should be fully editable without any loss of content or formatting Ideal Skills: - Proficiency in typing and data entry - Experience in PDF to Word conversion - Strong attention to detail - Familiarity with Microsoft Word (.docx) and PDF formats - Ability to match formatting precisely Please note that the accuracy of the conversion is crucial, as any deviation from the original PDF content will not be acceptable. If you have experience in similar projects and can ensure a flawless conversi...
I need an expert to further optimize my existing CNN model that currently has an accuracy rate of over 80%. Desp...for improvement. Required Skills & Experience: * Extensive experience with Convolutional Neural Networks (CNNs) * Proficiency with text data processing * Track record of improving the accuracy of machine learning models Job Scope: * Review the current model and identify potential areas for improvement * Implement strategies to increase training speed and minimize overfitting * Improve the model's overall accuracy * Maintain detailed documentation on the steps taken and their impacts Despite the model's high initial accuracy, I'm ambitious about reaching even higher stats. If you're a guru at improving CNN models, especially those han...
I am looking for a proficient typist who can handle copy typing ...copy typing projects from PDF format, specifically text-only copies. This task ideally suits beginners who exhibit accuracy, speed, and efficiency in their work. Key Tasks: - Convert a PDF (with text only) into a word document. - Keep the layout of the text simple without the need for detailed formatting. Skills and Experience: - Fast, efficient, and accurate typing skills. - Experience in data entry, specifically from PDF to Word conversions. - Attention to accuracy and detail. - Ability to follow clear instructions regarding layout and formatting. The final document should be a flawlessly typed-text with a simple layout and delivered in PDF format. Please keep in mind that neatness and accuracy are paramo...
I'm in search of an expert WordPress Web Designer who can seamlessly integrate plugins for payment processing, Google calendar, Zoom meetings, and Xero invoicing. - Key Requirements: - Experience in integrating and customizing plugins on WordPress - The ability to incorporate a payment system capable of credit card processing and invoice generation - Knowledge in linking Google Calendar and Zoom for streamlined scheduling and video conferencing - Experience with Xero invoicing integration to help manage client billing This website is primarily aimed at private customers. Hence, a freelancer with previous experience in dealing with this demographic will be at an advantage. Appropriate knowledge and experience are necessary as we aim to build a site that is b...
...include: - Complaint Handling System: This system should be capable of receiving, processing, and resolving complaints from users. It should categorize complaints based on their types and departments. - Sentiments Analysis Graph: An integral part of this project is the sentiments analysis graph. The graph should be designed as a bar chart, displaying the overall sentiment of the received complaints. - Department Categorization: Complaints should be automatically routed to the relevant department based on their nature. Ideal candidates for this project should have: - Proficiency in PHP, HTML, and CSS - Experience in building web-based complaint handling systems - Knowledge of sentiment analysis tools and data visualization - Strong communication skills to understand the r...
I need a dependable freelancer to help me perform a quick 30-minute task involving text data entry. The data to be entered is sourced from a particular website and should be neatly entered into a Word document. Key Responsibilities: - Scour through specified website for necessary text data. - Concisely input data into a Word document. Ideal Skills and Experience: - Attention to detail is paramount. - Fast typing speed. - Familiarity with data entry from websites. - Proficient in Word document formatting. Looking forward to reliable and timely applicants.
I'm seeking a meticulous data entry professional who can convert physical documents filled with text data into an Excel spreadsheet. Key Requirements: - Conversion of physical text data documents into an Excel spreadsheet - High level of accuracy and attention to detail to ensure the data is entered correctly - Ability to maintain data confidentiality - Must be able to meet deadlines Ideal Skills: - Proficient in data entry and managing data using Excel - Excellent attention to detail to ensure the accuracy of the entered data - Previous experience in handling sensitive or confidential information - Ability to meet deadlines and ensure timely delivery of the project - Strong communication skills to provide update...
I am currently struggling with a specific issue in my App Sheet. The drop-down functionality isn't functioning as expected - it's not populating the correct values. I need assistance in making it work properly. The ideal candidate for this job would be an expert in App Sheet, with experience working with drop-down functionalities and troubleshooting them. Knowledge in data entry forms and calculations and formulas is a plus. To summarise, your job would be to: - Troubleshoot and fix the drop-down functionality in my App Sheet - Ensure correct values are populating in the drop-down list - Optimize for future efficiency and user experience. Please, only apply if you can demonstrate relevant past work in this area. We will collaborate closely to ensure the issue ...
I need help to sanitize my online database to eliminate duplicate entries. My primary data source is an online database which has become cluttered with repetitive information. This hampers the overall efficiency and creates error in my outputs. I urgently require a skilled data entry expert with a strong competency in data cleaning, in particular, the elimination of duplicate entries. Your role will involve systematically reviewing the database, identifying duplicates and then removing or merging this data. Familiarity with online databases and previous experience in data cleaning is a necessity for this task.
...where an existing Java code for a data processing function isn't working as expected, but I'm uncertain as to what's causing the problem. Skills and Requirements: 1. Expertise in Java: The job requires a proficient understanding of Java programming to understand and diagnose the existing code. 2. Experience in troubleshooting and debugging: As I am unsure of what's causing the problem, the freelancer needs to be competent in identifying and rectifying coding errors. 3. Understanding of Data Processing Applications: As the main issue with the code lies in its data processing function, an understanding of this will be beneficial in diagnosing and remedying the situation. Your job will be to inspect the Java code, identify...
I am seeking a talented professional to assist me with my accounting work using TALLY ERP 9. The tasks will include data entry, bank reconciliation, and financial statement preparation. Key Responsibilities: - Data entry for up to 50 transactions per month - Bank reconciliation - Financial statement preparation The ideal candidate will have prior experience with TALLY ERP 9 and data entry. Additionally, understanding of accounting principles and GST will be highly beneficial. Accuracy, efficiency, and a strong attention to detail are crucial for success in this role.
I'm in need of a talented software developer skilled in creating Windows-compatible desktop applications. The core functionality of this application should revolve around data analysis. Key Requirements: - Extensive experience in desktop application development specifically for Windows. - Proficiency in data analysis tools and methods. The ideal candidate will show a solid understanding of data processing and have a track record of successful similar projects. They should also be able to work closely with me to tailor the application to my specific needs. Think you're up for the task? Let's talk.
I am seeking a talented professional to assist me with my accounting work using TALLY ERP 9. The tasks will include data entry, bank reconciliation, and financial statement preparation. Key Responsibilities: - Data entry for up to 50 transactions per month - Bank reconciliation - Financial statement preparation The ideal candidate will have prior experience with TALLY ERP 9 and data entry. Additionally, understanding of accounting principles and GST will be highly beneficial. Accuracy, efficiency, and a strong attention to detail are crucial for success in this role.
I'm looking for a skilled AI developer to create a content generation app that will primarily analyze images. Key Requirements: - Platform: The app needs to be developed for the web. - AI Function: The primary function of the app is to generate content. - Data Analysis: The app will analyze the pictures I provide for content creation. Ideal Candidate: - Proficient in AI development and content generation. - Experience in designing and deploying web applications. - Familiarity with image processing and analysis. - Strong problem-solving and communication skills. Please share your relevant experience and project samples.
...for a professional with strong data entry skills to assist in transferring text data from digital documents into an excel sheet. The successful candidate should possess: - Reliable accuracy in typing - Fast typing speed (numeric keypad advantageous) - Proficiency in Excel (VLOOKUP, SUMIFS, Pivot Tables, etc.) - Able to interpret written information swiftly - Excellent attention to detail for proofreading entered data. This task will require someone with experience in handling large volumes of data entry, with absolute prioritization on maintaining the integrity and accuracy of the inputted data. Any previous involvement in similar projects handling text data is highly desirable. Understanding of and/or a background in just man...
I'm in need of a proficient Javascript developer to create a script capable of automating multiple task types. The script won't require interaction with external systems or APIs. The successful freelancer should possess: - Proficiency in Javascript is a must - Experience in scripting for automation of tasks such as: * Data extraction * File conversion * Automated data entry Although I didn't specifically outline the tasks, ideally the script should have the flexibility and functionality to handle the tasks mentioned above. Further clarification and details will be given once we're in dialogue. Freelancers to bid are required to have prior experience and demonstrate competency in task automation scripts. Please provide examples of similar w...
I'm looking for an experienced Autocad designer to create a comprehensive plan for a residential construction project. It will involve 2 separate attached draft plans, both with a flat roof design in metric measurements. CAD file require...of this type of construction. - Intermediate Detailing: I require intermediate detailing, including some fixtures, in the sections and elevations. The final deliverable should include: - A high-quality Autocad plan - Comprehensive and clear section details - Elevation details that are well-detailed - Both dimensions and annotations for the plan -Add front verandas to both plans and standard entry door not sliding door. I'm looking for a freelancer who can deliver a high-quality plan that will help in the successful execution of this ...
I'm s...different appointment timings, including breaks, and managing different pricing rates for various currencies. Key Features: - Appointment scheduling with break allowances. - Different prices are to be set for different currencies. - Automated message delivery on WhatsApp. - Automated Google Meet link. - Integrated payment processing for credit cards. Administrative Panel: - Capabilities for tracking appointments. - Management tools for diverse pricing rates. - Data management system for customers. Using an existing plugin is preferred. I am not looking for custom plugins. Please mention the plugin that you will be using when you send the message. Successful bidders will have strong WordPress development skills and a portfolio that demonstrates experience ...
...expert to build a high functioning webform with advanced form validation. The primary focus of this project is to facilitate order processing, which will require integrating a secure payment gateway. Key requirements: - Advanced form validation: This includes adding custom validation rules beyond basic input validation. - Payment gateway integration: You will need to set up a reliable and secure payment processing system. Ideal freelancer: - Proficient in Elementor and experienced in creating complex webforms. - Familiar with integrating payment gateways for streamlined online transactions. - Skilled in ensuring robust security measures to protect customer data. The successful candidate will be able to demonstrate a track record of creating similar solutions. I ...
I need help to sanitize my online database to eliminate duplicate entries. My primary data source is an online database which has become cluttered with repetitive information. This hampers the overall efficiency and creates error in my outputs. I urgently require a skilled data entry expert with a strong competency in data cleaning, in particular, the elimination of duplicate entries. Your role will involve systematically reviewing the database, identifying duplicates and then removing or merging this data. Familiarity with online databases and previous experience in data cleaning is a necessity for this task.
I require precise and efficient data entry services for text-based data that will be entered into reports. The ideal candidate will have: - Proven experience in data entry work. - Familiarity with entering data into document formats. - Great attention to detail, ensuring accuracy of input data. - Ability to work with large volumes of text data. - Familiarity with report formats and terminologies. Please note that accurate and timely completion of this project is of high priority. Your previous experience in data entry for report creation would be greatly beneficial.
Project Title: MongoDB Aggregation Performance Optimization Project Description: We are experiencing significant delays with a MongoDB aggregation pipeline in our application. The specific controller takes about 36 seconds to complete when a user has a large amount of chat data in the database. We need a MongoDB expert to review and optimize the aggregation pipeline for improved performance. Details: Our application is built using Node.js with Mongoose as the ODM for MongoDB. The current issue arises when retrieving a user's chat list. The aggregation pipeline fetches chat messages for a given user, including related user information and performs various operations like sorting, grouping, and filtering based on certain criteria. Current Function: Here’s the function...
...it to "speak with an aggressor controlled server and send the client's confirmation tokens or other data." Microsoft Issues Cautioning For Android Clients Against Xiaomi Document Administrator And WPS Office Applications On Google Play Store Microsoft focused on two applications: Xiaomi's Document Director, with north of 1 billion introduces, and WPS Office, which flaunts more than 500 million introduces. ( Picture Source : Getty ) The security research group of Microsoft has as of late hailed some applications that represent a serious danger to Android cell phones and those applications have been downloaded by more than 1.5 billion clients. Microsoft's Message Knowledge Group in a blog entry said, "We distinguished a few weak applications in...
I am in immediate search of a medical billing specialist with an eye for detail. You will carry out specific tasks such as: -Patient Data Entry from Digital Form Registration [HTML] in medical records online platform. Furthermore, the project largely involves data entry tasks; inputting patient information and procedure codes. As such, you must be proficient with: - Medical billing software () - Electronic health record (EHR) system Familiarity with these software tools are considered a special asset. If you have the necessary skills and hands-on experience, please don't hesitate, bid now!
...of a Zoho Creator app that will streamline data management and analytics for my small business. Key Features: - **Data Entry Form**: I require a user-friendly interface for inputting data into the app. - **Reporting and Analytics**: The app should be capable of generating useful reports and providing insightful analytics based on the data entered. - **Workflow Automation**: I need the app to automate certain business processes to improve efficiency. Platform Accessibility: - The app should be accessible on: - Web browsers - Mobile devices (both iOS and Android) - Desktop applications Ideal Skills: - Proficient in Zoho Creator app development - Experience in designing intuitive and professional user interfaces - Strong background in data...
We are seeking a skilled developer with expertise in customizing XFileSharing Pro to enhance our website's payment capabilities. The project involv...focus on cryptocurrency, and revamping the payment page to accommodate these new options. We also require integration with a third-party payment gateway () to generate custom payment links. If you have experience with XFileSharing Pro, payment gateways, and cryptocurrency processing, we would like to hear from you. Key Requirements: Proven experience with XFileSharing Pro script customization. Expertise in integrating third-party payment gateways. Familiarity with cryptocurrency payment processing. Ability to design and revamp payment pages. Strong understanding of security and best practices for payment integration. Budg...
...include: - Complaint Handling System: This system should be capable of receiving, processing, and resolving complaints from users. It should categorize complaints based on their types and departments. - Sentiments Analysis Graph: An integral part of this project is the sentiments analysis graph. The graph should be designed as a bar chart, displaying the overall sentiment of the received complaints. - Department Categorization: Complaints should be automatically routed to the relevant department based on their nature. Ideal candidates for this project should have: - Proficiency in PHP, HTML, and CSS - Experience in building web-based complaint handling systems - Knowledge of sentiment analysis tools and data visualization - Strong communication skills to understand the r...
Overview: We are seeking an experienced image processing specialist to develop a robust solution that can transform images of rugs on a transparent background into perfect rectangles. The rugs have wavy, squiggly edges, and some include fringes, adding complexity to the task. The goal is to standardize these images for better presentation and further processing. Responsibilities: Develop an algorithm or script using Python and OpenCV (or similar libraries) that can accurately detect the edges of rugs in images where the rugs are on a transparent background. Transform these images so that the rugs are reshaped into perfect rectangles, despite the presence of natural waves, curves, and optional fringes. Ensure that the transformation maintains the integrity and quality of the...
I've a set of handwrit...of handwritten documents that need to be transcribed into a sheet - with a high emphasis on word-for-word accuracy. Key Requirements: - Source Material: Handwritten Documents - Accuracy: It is critical that the transcribed text is an exact replica of the source. - Formatting: The transcribed content has to be neatly structured within a standard table format. Ideal Freelancer: - Proficient in data entry, with exceptional attention to detail. - Experience in transcribing handwritten text. - Skilled in working with spreadsheet applications. - Ability to maintain high levels of accuracy and consistency throughout the task. If you're confident in your typing abilities and can meet the accuracy and formatting requirements, this could be a strai...
As a full-time FOIA Specialist, I need your expertise in acquiring and managing local and state level government records. Your responsibilities will primarily involve the following areas: - Requesting and obtaining government records: You'll be responsible for initiating and processing Freedom of Information Act (FOIA) requests specifically for local and state level records. - Communication: I prefer regular updates and communication through WhatsApp messages, as well as weekly video calls to discuss progress and findings. This will keep us aligned with the project goals and allow for swift decision making. The ideal candidate for this role will have: - Proven experience in handling FOIA requests, especially local and state level records. - Strong communication skills and th...
I need help with data entry into spreadsheets. Key Responsibilities: - Efficiently and accurately transfer data into spreadsheet format Ideal Skills: - Proficient in spreadsheet software - Experience with data entry The project involves basic data entry tasks. The data is mainly in digital format. Your primary responsibility will be to ensure all data is accurately entered into the spreadsheet.
...clients from both languages. Key Responsibilities: - Email Management: You will be responsible for handling my email correspondence, prioritizing emails, and responding to clients in a professional and timely manner. - Scheduling Appointments: You will help me in coordinating and scheduling meetings and appointments, ensuring my calendar is up-to-date and organized. - Data Entry: You will be required to assist with data entry tasks, ensuring accuracy and attention to detail. ZOHO Expertise: - Familiarity with Zoho CRM, Zoho Books, and Zoho Creator is a must. If you have experience in other Zoho applications, this would be a great advantage. Communication: - As for communication, I prefer to use a mix of Email, Phone, and Instant Messaging. You should be co...
I'm seeking a computer science tutor to guide me through QuickBooks and Excel. - Topics include QuickBooks, Excel, data structures, algorithms and programming languages. - Primarily need help with data entry and organization in QuickBooks and Excel. - Additionally, assistance with Formulas and Functions in Excel is required. Ideal candidate should have: - Proficiency in QuickBooks, Excel and knowledge of data structures and algorithms. - Strong background in programming languages. - Experience in tutoring or teaching will be a plus. Please note that the volume of entries or rows of data is minimal, less than 100. Looking forward to your proposals!
...build an efficient gaming marketplace. The platform should be designed to operate similar to with a few specific requirements in mind. Key components of the platform include: - User Registration and Login: The platform should allow for user registration and login with appropriate details, ensuring a personalized experience for users. - Instant Delivery via Email: Upon processing of a purchase, instant delivery of the gaming product should be sent to the user via email. This is a crucial feature that should be handled effectively and securely. - Product Search and Filtering: The platform should have a robust search and filtering system in place to help users easily navigate, search, and find the gaming products they are interested in. Payment Methods: - Credit/Debit
I'm currently dealing with some issues on my image processing algorithm implemented in C++. The main problem is that the line detection accuracy isn't up to par. Improvement in this area is urgently needed. Requirement Details: * Fine-tune or fix the algorithm to increase line detection accuracy. Ideal Candidate: * Expertise in C++ programming * Experienced in working with image processing algorithms * Knowledgeable in tweaking algorithms for accuracy improvements. Please note, clarity or resolution aspects were not addressed; your primary focus should concern the accuracy of line-detection. I look forward to a positive resolution with your skills.
I'm in need of a proficient Microsoft power apps developer to create a simple yet functional staff scheduling tracker. The scheduling is related to a consulting business. This involves: - Implement data entry feature to manually enter: employee list (name, role, hourly cost, start date for the specific cost [i.e. the cost of the single employee could change over time]), job list (job name, client, billable value, target margin, start date, job owner [i.e. owner is form employee list], list of employee assigned to the job), list of legal Holiday, company holiday, employee specific holiday - Implementing for each job a view to manually fill, for each employee assigned to that job (i.e. each employee could be assigned to 1 or more jobs), hours to be charged to the specifi...
I'm in need of a freelancer who can turn a scanned PDF into a Word document for me, maintaining the layout and images. Additionally, I require the addition of a table of contents to the Word document. Ideal Skills: - Proficiency in typing and data entry - Experience or knowledge in OCR software - Understanding of Microsoft Word and its features for document formatting - A keen eye for detail and accuracy in text and layout conversion - Ability to create a table of contents in Word This project requires a high level of accuracy as the Word document should be an exact replica of the scanned PDF. The final Word document should be fully editable and of high quality.
...simple yet efficient user interface for the selection process The purpose of the evaluation of Part B images is to identify any issues or errors in them. So, the program should have the capability to assess image quality automatically and reactively. As an ideal candidate, you should have: - Proficiency in Python and experience in developing web applications - Previous experience with image processing and analysis is a plus - Familiarity with CherryPy for web development - Ability to deliver the project ASAP without compromising on quality...
I'm seeking an experienced PowerApps developer to assist in creating a system for daily information management. - Data Formatting: The information will consist mainly of text fields, numeric data, images or multimedia, and a predefined set of choices. - User Interface: The system should offer a user-friendly interface for data entry and management. - Data Storage: The daily information should be saved to a centralized excel or table, allowing all authorized users to access the data at any time. The ideal candidate for this project would have prior experience in PowerApps development, particularly in creating systems for data management and user input. Experience with integrating PowerApps with Excel or other databases would be highly ...
I'm looking for a part-time, entry-level position in the technology industry. I’m keen to start my career in the tech sector and I believe a part-time, entry-level position will offer me the perfect opportunity to learn and grow within the industry. I'm looking for a supportive, inclusive work environment that fosters my professional development. Ideal Skills & Experience: - Strong willingness to learn and grow - Basic understanding of technology concepts - Excellent communication and interpersonal skills I'm particularly interested in companies that provide opportunities for growth and development, where I can work with a supportive team that values and encourages continuous learning and skill development.
I have a document in PDF or Word format that needs to be entered into a provided template. Key Points: - The task involves entering text data from provided digital documents into a specific template. - The data is purely text, no numbers or special characters are involved. - Attention to detail is crucial to ensure accurate data entry. Ideal Skills: - Proficiency in English, as the content is in English. - Strong data entry skills, with a good typing speed and a high level of accuracy. - Experience with textual data entry and following templates is a plus. Please bid if you are confident in your data entry skills and can commit to delivering the project accurately and promptly.
Urgently seeking a proficient Microsoft Excel user to help input a mix of numeric and text data into a CSV file. Your skills and experience should encompass: - Mastery of Microsoft Excel - Wide-ranging background in data input - Solid understanding of CSV files - Ability to work quickly and accurately The project is immediate and time-sensitive. Appreciate your prompt attention and swift action. Looking forward to your bids.
I'm experiencing considerable performance issues with my Linux server due to MongoDB services using up 100% of the CPU. The server is running MongoDB 4.2 and its primary use is for real-time processing. Key tasks will involve: - Identifying the root cause of resource overuse - Implementing a solution to reduce CPU utilization - Ensuring optimal server performance post-intervention Ideal skills would involve a deep understanding of MongoDB, its intricacies across versions (particularly 4.2), and real-time processing applications. Familiarity with Linux server management is essential. The end goal is a well functioning server where the MongoDB services operate at their full potential without using up 100% CPU. I am using SocketIO API with Nodejs for backend
I am in need of a proficient individual to assist with word processing tasks, specifically focusing on digital documents. The finalized rendition of these tasks should be delivered in PDF format. Ideal skills: - Proficient in word processing software - Attention to detail - Ability to manage and organize documents - Experience working with digital documents. Key Tasks: - Word processing of digital documents - Finalizing and organizing processed documents into PDF format.
...for a skilled developer to create a live data feed plugin for Amibroker, specifically connecting to NSE (National Stock Exchange) in India. Key Requirements: - Real-time stock prices, historical data, and market indices are the primary data types I need the plugin to fetch. - The data should be updated every second, ensuring the most up-to-date information is available for analysis. Ideal Skills and Experience: - Strong experience in plugin development for Amibroker. - Proficient in connecting to NSE data feeds. - Solid understanding of real-time data processing. - Prior experience in developing data plugins for the financial markets will be a plus. The successful candidate will need to ensure the plugin is reliable, accurate,...
I am seeking a proficient data collector who will assist me in acquiring vital information necessary for our sales and marketing campaigns. You'll be tasked with compiling a reliable list of emails and phone numbers for technology directors in K-12 school districts that I will specify. The ideal freelancer for this project: - Has a solid background in data-mining - Understands US K-12 Education System - Is meticulous and accurate The required data should include: - Technology Director's name - Their emails - Their contact numbers Accuracy and timeliness are critical for this project. Please only commit if you are confident you can deliver with great efficiency. This is a great opportunity for you to display your ability to garner high-value co...
