...video is not fixed. You can choose from libraries like (e.g. OpenCV, PyAV, or MoviePy, but the solution should be compatible with both Windows and Linux (and mac) - The output should have details of the signal, the different type noises, the common ratios and finally the values ... - the frame number ... - the time position/time code ... - the data detected ...... - e.g. the sharpness and this should be outputed in a JSON file per video file. Ideal Skillset: - Proficiency in Python - Experience with video processing libraries (like OpenCV, PyAV, or MoviePy) - Experiences with OOP (classes and lists) - Familiarity with JSON output format. Milestones: MS1: provide python OOP module to measure the blurness & sharpness quantification of images and videos data will ...
I need an Excel VBA code that can perform exact word matching within an Excel spreadsheet. - The code should generate a list of matched words.
I'm looking for an expert in Excel to assist with a project involving data entry and analysis. The Excel sheet you'll be working on has more than 50 columns and rows and will contain a mix of text, numbers, and dates. You'll be responsible for the following: - Accurate and timely entry of the data provided - Ensuring the data is appropriately formatted and organized - Conducting thorough data analysis, including but not limited to trends, comparisons, and any other insights that can be drawn from the data The ideal candidate for this project should have: - Proficiency in Excel and experience with large data sets - Strong attention to detail - Ability to perform data analysis and present insights - Good communication skills to provide regular updates a...
I'm seeking a resourceful freelancer to help me create an engaging full-page introduction for an Electric Stairclimber Brand. check out Your output should combine high-quality text and captivating images to communicate key details about our product effectively. The written content should cover the following: - Our product's unique features: particular emphasis should be on its portability and the safety features we've incorporated. - The benefits of using our product. The project is ideal for freelancers with the following skills and experience: - Proven record in compelling sales/advertising writing. - Ability to source and use high-quality images. - Understanding of our target market to craft content that resonates with potential customers.
I'm on the lookout for a talented virtual assistant who thrives on lengthy hours of work and enjoys every second of it! This isn't your usual VA role, though - I'm seeking someone who can confidently handle the following responsibilities: - Social Media Management: More specifically, I need someone adept at Instagram. You'll be responsible for handling and managin...our audience. Ideal Skills and Experience: - Clear understanding of the Instagram platform and how to optimally engage audience in it - Skills in crafting Instagram worthy content - visuals, captions, and stories - Experience in managing professional instagram account is a plus - Must be organized, communicative, and able to handle long hours of work If this sounds like the sort of work you'd exc...
For this project, I require an expert who can efficiently extract text content from two distinct webpages and input my data into an Excel file organized by rows. Given that all types of data hold equal importance to me, of essence is for the professional to: - Accurately scrape all text content from the specified webpages - Ensure no data is skewed or omitted during this process - Neatly organize the data by rows in the Excel file The ideal candidate for this job should be proficient in web scraping tools and techniques, possesses an acute attention to detail, and is experienced in using Excel to ensure data is properly formatted and easy to analyze. Please note that minimizing errors during this process is critical, as the data collected will directly influence fur...
I'm in need of a skilled data entry specialist for multiple resume postings on LinkedIn, Indeed, and CareerBuilder. This will involve inputting detailed work experience, educational background, and skills on the respective platforms. Key Requirements: - Posting on LinkedIn, Indeed, and CareerBuilder - Comprehensive resume data input - Knowledge of job responsibiliti...Comprehensive resume data input - Knowledge of job responsibilities and achievements The ideal freelancer should have: - Proficient data entry skills - Familiarity with LinkedIn, Indeed, and CareerBuilder - Understanding of resume formatting and content - Ability to articulate job responsibilities and achievements Your work will directly impact my job search success, so attention to detail and a quality output...
Project Duration: 1 Hour Project Type: Python Script Modification Project Level: Normal Server Type: Ubuntu 22.04 Number of Changes Required: 1 Pro...Script Modification Project Level: Normal Server Type: Ubuntu 22.04 Number of Changes Required: 1 Project Overview: We have an existing Python script that allows us to upload a CSV with two columns: Prompt Output The script then submits each “Prompt” to the OpenAI API, inserts the output into the “Output” column. We would like one change made to the existing script. Change Required: We would like to add one more column to the CSV file, “Id”, it will be the first column. We use “Id” as our own reference number for the row This column and its value should be retain...
...payment and number of contacts). You need to make sure that these fields are also displayed in the mobile version of the site and add statement generation for these fields. * Set up the generation of a report (pdf file, form will be provided), which displays information about which users did not pay the bills of the previous month * On the 1st day of each month, files must be generated in Excel and XML-Format with the bank data entered by the contractor during registration and the amount to be paid from the account. One file for all users (form will be provided). * Fix the code when sending an E-Mail to the user at the time of invoice generation. Now email is sent many times in a row per day, it should be 1 time * Add one more page to the artist registration form, wher...
I require a freelancer to type text data into an Excel sheet from printed documents. Scope of work: - Convert printed text documents into digital format via Excel - Ensure data is accurately entered The project does require specific formatting: - Data should be arranged in rows Ideal candidate: - Must have proficient Excel skills - Experience with data entry - Attention to detail, to ensure accuracy in work - Able to follow specific instructions for data organization
...tenure, salary and location of our employees. Your ability to structure and organize these aspects will be key. - Creating an Excel-based system: I'm looking for a dashboard that's easy to dissect and understand. As such, I'd like the final product to be in Excel spreadsheet format. This means you should be very proficient in Excel, knowing how to integrate formulas, tables and other relevant features. - Monthly updates: The dashboard should be designed to be updated monthly. You should be dedicated to ensuring that the data is up-to-date and accurately represented. Ideal freelancer should have: - Proven experience in HR analytics and dashboards - Excellent Excel skills - Ability to present complex data in a clear and concise manner - Strong...
I have an excel sheet with intermediate complexity data, including formulas and charts. I need someone to transfer this data into tables, with the primary goal of organizing the information for better clarity and ease of understanding. Key Tasks: - Type the data into tables: This needs to be done with meticulous attention to detail to ensure accuracy and integrity of the data. - Apply borders and shading: To enhance the visibility of the tables and make them aesthetically pleasing. - Utilize headers: Rows and columns should have appropriate headers to aid in quick data navigation. Ideal Freelancer: - Proficient in Excel: Ability to work with intermediate level of data such as formulas and charts. - Strong attention to detail: Critical for ensuring that data is entered accur...
I'm in need of a skillful developer experienced ...from TNT ... quote There is a change coming to the TNT RTT API, this is what you use to get pricing for shipping on your online store or internal system. Please have this email directed to whomever controls the online portal: You are currently using the ASP version of the RTT service, and we need customers to move to our .NET version. This will require that the XML payload is URL encrypted, note there is no change to the content of the XML just how it is presented. I have included the newer spec doc but it should be a simple process. endquote I am at a loss on how to update or replace this extension. The links in the email take me to a blank page. The attachment is confusing, but you might be able to make sense of it. ...
Finding Someone Who can Solve this error (One site is sending me callbacks and in 10 callbacks theyre getting this response in 5 callbacks and rest 5 callbacks are working fine) <?xml version='1.0' ?> <env:Envelope xmlns:env=''> <env:Body> <env:Fault> <faultcode>env:Client</faultcode> <faultstring>Internal Error</faultstring> </env:Fault> </env:Body> </env:Envelope
...looking for an Excel expert who can create a comprehensive sales target tracking spreadsheet for my customers. This spreadsheet should have several key functionalities. Features Needed: - Customer Information: It should contain a section where I can input and maintain all my customer's details. - Sales Tracking: The spreadsheet should enable me to track my sales targets daily and provide a detailed analysis of my performance. - Target Achievement: The spreadsheet should also be able to analyze the achievement or shortfall of selected items target completion by each customer. Analysis Required: - I would love to have a feature that shows how well sales targets are being achieved as per defined targets. Ideal candidate should have great attention to detail, proficiency...
I need an organized mind to help with research and data entry of a list of companies in a specific industry. Your main responsibility will be organizing this data. While basic Excel skills are a must, experience with data organization, particularly in a business context, would be highly beneficial. The data will be divided into 4 separate categories, so whoever takes on this task needs to have a keen attention to detail and an understanding of categorization. This project is perfect for an individual who thrives in organizing and systematizing data.
**Tour Costing Sheet Structure** 1. **Tour Details** - Tour Name - Tour Code - Duration - Destinations 2. **Client Information** - Client Name - Number of Adults/Children - Contact Information 3. **Accommodation** - Hotel Name - Room Type - Meal Plan - Cost per Night - Total Nights - Total Cost 4. **Transportation** - Vehicle Type - Distance - Cost per Kilometer - Total Cost 5. **Sightseeing and Activities** - Activity Name - Per Person Cost - Number of Persons - Total Cost 6. **Miscellaneous Expenses** - Guide Fees - Entrance Fees - Other Expenses 7. **Pricing** - Subtotal (Sum of all costs) - Markup Percentage - GST (Goods and Services Tax) - Final Price 8. **Payment Details** - Deposit Require...
I'm looking for a freelancer to help with a simple Excel data entry task, as well as some basic formula work. I have a spreadsheet that primarily contains numbers. Your role would be to accurately type this data into the sheet, ensuring that every entry is correct and in the right format. This task is meant for particular record-keeping purposes, so precision and attention to detail are crucial. In addition to the data typing, I need some basic Excel formulas applied. Experience with Excel and knowledge of formulas is essential to ensure the data is well-organized and easy to work with. This task is not overly complex but will require someone who is proficient with Excel's formula functions.
I'm looking for a Python script that uses PyAutoGUI to control keyboard inputs, with a specific focus on interacting with a Firefox web page. I would do it myself as its simple python. However, it needs to branch into two different output. 1 clicking certain buttons and then a Then a final enter button to refresh the webpage and get a new list of buttons to select. 2. The second branch does the same thing except that it pushes different bottons so the tab order is different. Having two outcomes makes the python code to difficult for me so that i why I need help. I will also have to fine tune the number of tabs after you give me the code. So branch one will have different tabs frequency than the other branch. The UI should reflect that. 3. Maybe it would be easier if...
I'm looking for a professional to assist with the creation of a YouTube channel focused on insurance. The m...video content related to annuity and Medicare. - Ensuring that the content is accurate, up-to-date, and easy to understand for laymen. - Suggesting creative ideas and strategies for content diversification. Ideal candidates should have: - Prior experience in creating content on insurance topics. - An understanding of annuity and Medicare. - Excellent video editing skills to ensure high-quality output. - Strong communication and collaboration skills to work with me in creating a channel that aligns with my vision. Your role is crucial in making complex insurance topics accessible to the public, so a passion for educating and a creative approach to content creation are...
I am currently working on a project that requires the integration of Excel with a PostgreSQL database. As such, I am in need of a freelancer who is proficient in both Excel and PostgreSQL. The primary tasks to accomplish include: 1. Exporting data from Excel to SQL 2. Updating PostgreSQL data using Excel You will be working with various kinds of data as we aim to streamline our operations in a more efficient manner. Ideal skills and experience include: - Solid understanding of PostgreSQL - Expert skills in Excel - Previous experience with SQL data exporting and updating The success of this project highly relies on a flawless data transfer between Excel and PostgreSQL. Your expertise will be extremely valuable to our project's completi...
I'm in need of an expert to assist with the cleanup of our Medicine database. The goal of this project is to accurately remove all duplicate entries improving the overall accuracy of the data. Ideal Skills & Experience: - Strong background in Database / Excel /CSV management, specifically in the medical field. - Proven track record of similar past work. In your application, please include details of similar projects you've worked on. Efficiency and precision are pivotal for this task. Looking forward to a neat and streamlined database!
I'm in need of an experienced image editor who has strong skills in Photoshop. The project involves working on a few photos, mainly for personal use. Key Tasks: - Photo Retouching: I need some blemishes and imperfections removed from the images. - Background Removal: I need the background of the images to be removed, ensuring the focus remains on the subject. Ideal Candidate: - P...background of the images to be removed, ensuring the focus remains on the subject. Ideal Candidate: - Proficient in Photoshop with proven experience in photo editing. - Understands the nuances of photo retouching, with a keen eye for detail. - Skilled in background removal, maintaining high quality and natural-looking results. - Able to work efficiently without compromising on the quality of the final...
I have a channel where I make EXCEL educational videos, I upload 12 videos a month, between 5 to 7 minutes each. YOU MUST BE ABLE TO : - Have experience in editing videos for YouTube. - Have basic knowledge of Microsoft Office, to be able to edit the videos better. - Be able to edit 10- 12 videos consistently every week (Some will be only 1 minute long). IF YOU WANT TO STAND OUT FROM THE REST SEND US YOUR PORTFOLIO
I'm in need of an expert who can perform photo extraction from a PDF file. The key requirements for this task are as follows: - The extracted photos need to be saved as a single PDF document. I don't require individual image files. - The resolution quality of the extracted photos must be high - 300 DPI or more. Please ensure this whilst extracting as it's essential for the final output. - The photos extracted should ideally follow a random naming convention. The order doesn't necessarily need to adhere to the page number or alphabetical rule. The ideal freelancer for this task would have experience in handling image data extraction, particularly from PDF files, and should be adept at maintaining high-quality outputs. Familiarity with PDF and image editing soft...
...file with the new design will be provided, which needs to be precisely replicated in HTML. Previous Experience Required: Documented expertise in HTML and CSS, especially in responsive design. Communication: Clear English required for all communications. Budget and Timeline: Fixed budget: $80 USD. Please provide an estimated completion time. Additional Notes: This job requires precision as the output will serve as a template for further updates across the website. A prior engagement was unsuccessful due to non-compliance with project specifications, underscoring the need for accurate and timely execution....
I've got around 50 image folders with less then 1000 files in jpg format, each with GPS metadata. I need an expert to convert this metadata into Google Earth points. Key requirements: - **Automatic Generation:** The points should be created by extracting metadata from the images, not manually added. - **Output Format:** I need the final points to be saved in KML format, for easy integration into Google Earth. - **Quality Assurance:** Accuracy is key, the points should correctly represent the image positions. They will be broken into 3 colours depending on the date they were taken, the data is in the folder name and file name. Ideal Skills: - **GPS Data Handling:** Understanding of how to extract and work with GPS metadata from images. - **Google Earth Proficiency:** ...
I need a word document translated from English to Russian as soon as possible. The file has 800 words. Need high quality human translation only. Google/AI or automatic software works are not allowed and will be rejected. Need the translation back in word document format maintaining the formatting and layout of the source file. I would also need an excel sheet prepared, with source texts in column A and translation column B. Need this to be done within 5-6 hours of awarding the project. Bid only if you are available to do it now. Price: 12 CAD fixed. Deadline: 5-6 hours max Don't bid if you don't agree the price and timeframe. Thanks!
...should contain data from the MySQL database, calculations or summaries of data, visualizations or charts, and be structured as a paginated report, using SQL language. The report should be designed to be accessed as a printable PDF document. It is not required to be interactive, as a static report is sufficient for my needs. Key Requirements: - Proficiency in Microsoft Access, MySQL, VBA, PDF, Python, and Excel - Competency in SQL language for data manipulation - Experience in designing paginated reports The ideal candidate should have a proven track record of creating similar reports, with the skills and knowledge necessary to work with the specified technologies. Your ability to deliver a professional, well-structured, and visually appealing report within the given fr...
I need a word document translated from English to Simplified Chinese as soon as possible. The file has 800 words. Need high quality human translation only. Google/AI or automatic software works are not allowed and will be rejected. Need the translation back in word document format maintaining the formatting and layout of the source file. I would also need an excel sheet prepared, with source texts in column A and translation column B. Need this to be done within 5-6 hours of awarding the project. Bid only if you are available to do it now. Price: 12 CAD fixed. Deadline: 5-6 hours max Don't bid if you don't agree the price and timeframe. Thanks!
PLEASE NOTE: CANDIDATES MUST HAVE DEMONSTRATED AI DEVELOPMENT EXPERIENCE. We are seeking a highly skilled and experienced Mobile Application Developer to lead the development of Naivigation, an innovative AI-powered bo...developing applications for offline use. Solid understanding of the full mobile development life cycle, including automated testing and building. Knowledge of NMEA (open standard in the marine electronics industry) protocols and experience integrating with onboard systems is a significant plus. Experience with implementing and managing user interfaces that support multiple forms of data input and output, enhancing user interaction with the app. Strong problem-solving skills and the ability to think algorithmically. Excellent english communication and collaboration ...
As a business, I'm looking for a skilled freelancer to help me create an extractor for past paper content from multiple different exam boards/papers from different subjects. This will be from PDF files and organize it into a JSON format. This will help in creating a structured datab...to detail to ensure accurate categorization of content. This project is key for our business, and we're looking for a freelancer who can deliver high-quality, structured data extractor. If you have the necessary skills and experience, please bid on this project. In the attached files I have given an example of the pdfs that would be fed into the extractors (Paper and mark scheme) and the desired output in json format. The papers will be extracted from two main exam boards, I have giv...
Need an Excel combinations generator that can generate combinations into a list from multiple numbers. Need an input, numbers will have commas between them, for example (9,12,21,22,29,40). Input numbers 6* and need output of 3 numbers. the result should look like this list. Have the option for output, how many numbers of combinations to choose from. input can be up to 20 numbers and output can be from 1-19. 9,12,21 9,12,22 9,12,29 9,12,40 9,21,22 9,21,29 9,21,40 9,22,29 9,22,40 9,29,40 12,21,22 12,21,29 12,21,40 12,22,29 12,22,40 12,29,40 21,22,29 21,22,40 21,29,40 22,29,40 When multiple inputs are present, they should look like this. Input* 9,12,21,22,29,40 5,18,30,41,46,52 11,14,19,33,44,54 output* 9,12,21 9,12,22 9,12,29 9,12,40 9,2...
I urgently require an audio expert to recreate a voice over recording. The voice in recording suffered from damaged vocal chords. - You are expected to use audio restoration software and techniques to clean up the sound and make it much better. - The output file should be in m4a format. - You need to be skilled in audio restoration, audio editing software, and have good ears for music and sounds. This task needs to be completed as soon as possible.
I am in need of a specialist to optimize my Amazon product listings for coloring books. The key focus will be enhancing visibility and maximizing customer engagement for my book collection. Here's what I am looking for in a freelancer: - I need you to know more about KDP marketing than I do. I only know the basics. I need an advanced skilled...listing. - Suggesting effective marketing strategies tailored to coloring books. - Execute strategies once approved. - Expertise in Amazon's A9 algorithm to optimize listings. Through these efforts, the ultimate goal is to increase the visibility of my coloring books on Amazon, targeting a better ranking in search results, and thereby improving sales. If you have the skills and experience to excel in this role, I would be thrill...
As a professional with high-volume data, I'm seeking a highly skilled Excel expert. You should have proficiency in: - Data analysis - Data visualization - Excel formulas, functions and macros - Visual Basics Application (VBA) I'm dealing with more than seven datasets, each one having high complexity (many columns and over 5000 rows). I will need your expertise in managing and understanding this data. Ability to quickly comprehend and adjust to new data structures would be advantageous. Proven experience with large data sets and advanced Excel usage is a must for this project. Please include examples of previous similar work in your proposal.
I'm in need of an Excel formula expert to help me with a specific task. I need a formula that will COUNT cells based on the following criteria: - I need to COUNT the number of cells in a range that are greater than -250 - The count should be done for the last 50 cells (ongoing) Your task will be to help me create a formula that dynamically counts the number of cells based on the above criteria. I need this formula to be able to adjust as new values are added to the range. The ideal Freelancer for this project should have: - Extensive experience with Excel functions and formulas - Strong understanding of dynamic range referencing in Excel - Excellent communication skills to explain the logic behind the formula in layman's terms Please include any relevant...
I'm seeking a highly skilled programmer proficient in Excel macros and ODBC data connections to automate critical processes in my business. Specifically, your tasks will involve: - Automating order tracking, inventory management, and vendor communication processes. - Connecting to Excel files, SQL databases, and CSV files using ODBC. - Developing an automated procurement system capable of: - Generating purchase requisitions, - Aiding in vendor selection and negotiation, - Creating and tracking purchase orders. Proficiency in utilizing Excel macros is a must, and experience with ODBC data connections and related platforms is highly desirable. Knowledge of procurement systems and order logistics would be beneficial. Successful completion of this project req...
2 excel files with VBA macro as per customer requirement
We need a highly skilled individual with extensive experience in document and presentation design. You will be tasked with: - Modernizing our statement of work, proposals, contracts, and PowerPoint presentations. - Updating layout and formatting. Bring outdated formats into the modern age with a refreshing touch that reflects our brand. - Revising content and language. Our output needs to resonate with the audience, so a quality copywriting ability is crucial. - Adding visual elements and graphics. You'd pepper appropriate visuals throughout our documents and slides, enhancing understanding and engagement with our messages. The style we envision for this task is clean, modern, and professional. If you have an understanding and feel for our described style, we want to work wit...
I need an expert in Microsoft Excel to build an efficient spreadsheet to monitor potential lost revenue due to late service deliveries. The ideal candidate would possess a strong background in creating financial models and understanding of revenue tracking. Key Requirements: - Proficient in Microsoft Excel, with emphasis on creating advanced, clear, and highly-functional spreadsheets. - Experience in financial modelling and understanding of revenue tracking. - Ability to automate the process as much as possible to minimize manual tracking. Objective: - Create an intuitive and efficient Excel spreadsheet to replace the current manual method of tracking potential lost revenue due to late service. Skills Needed: - Microsoft Excel - Financial modelling - Adv...
I'm seeking a professional to diligently run through LinkedIn, identifying and documenting HR higher-u...Identifying: I'm targeting senior-level personnel only. Expertise in navigating LinkedIn search and understanding corporate hierarchies will be a plus point. 2. Documenting: I'd like the findings to be presented in a tabular form within an Excel document. Critical data points to be captured include the Company Name, individual's LinkedIn Profile link, and their Role. Your background in HR and corporate structures would be critical in understanding the perfect fit for my requirements. Strong organizational skills, meticulous attention to detail, and proficiency in Excel would be highly appreciated. Overall, a good grasp of LinkedIn-based research would...
I'm looking for a skilled freelancer to help me create a pivot table in Microsoft Excel that will be used to find pricing quicker Key Requirements: - The pivot table must be created in Microsoft Excel. - The purpose of the pivot table is to find pricing easier The data sources which the pivot table will be using are confidential, and will be shared with the selected freelancer.
I am looking for a freelancer to help incorporate RTK library code which is ready, into an existing C++ codebase designed for ESP32 arduino. Here is the specifics: - Integrate user authentication functionality, file input/output, and error handling into the previous codebase. - Implement RTCM messages code for real-time positioning corrections, data integrity checks, and network communication. The successful candidate will ideally have the following skills and experience: - Proficiency in C++ programming, including libraries and message coding. - Extensive understanding of RTK library and RTCM messages. - Experience with ESP32 Arduino. - Strong troubleshooting and problem-solving abilities. The original code is completed. All you need to do is adjust and ensure its seamless ope...
I have a JSON file containing form data that I need converted into both HTML and PDF. The PDF version should be static, without interactive elements. - The conversion process can be done manually, using HTML and PDF editors, or automatically, for which you can suggest a suitable script or tool. You're also welcome to combine both methods if you believe it would be more efficient. - The HTML output should be easy to read and navigate. The PDF should retain this readability in a static format, making it suitable for printing and viewing but without interactive features. - You will have creative control over how to best represent the JSON form in these two formats. The end goal is to make the content accessible and user-friendly. I'm looking for a professional with prior...
I have a set...enhancement. The main need is to adjust the brightness and contrast to make these images pop. Additionally, I need help removing an object from each image. Key requirements: - Brightness & contrast adjustment: The images need to be enhanced, ensuring they are visually appealing and high-quality. - Object removal: Each photo has an object that needs to be seamlessly removed from the background. - Output format: The final images should be delivered in JPEG format. Ideal skills for this project: - Photo editing expertise: You should have extensive experience in photo enhancement and object removal. - Attention to detail: The ability to execute these enhancements with precision is crucial. - Time management: Delivering high-quality work in a timely manner is of utmo...
I'm seeking a proficient individual to help with a data entry project. I have about 40 URLs, from which I need to extract the product names, prices, and descriptions. The goal is to collate this information in a pre-defined Excel template. Key Aspects: - Extract product names, prices and descriptions from 40 URLs. - Populate an Excel file with the gathered data.
I'm seeking a skilled individual with a strong command of Microsoft Excel and Word. The tasks at hand are primarily data entry, table creation in Excel and development of an instruction manual in Word. Key Responsibilities: - Efficiently perform data entry tasks in Excel. - Create tables in Excel to visually present the data. - Develop an instruction manual in Word. Ideal skills for this project include: - Advanced proficiency in Microsoft Excel, with a strong expertise in data entry and structuring information. - Proficiency in creating tables, and potentially pivot tables. - Strong experience in creating documents in Word, preferably instructional or informative content. - Attention to detail, as accurate data entry is vital. - Strong communica...
