Free extract bkf file program jobs
...application that caters to multiple platforms while integrating essential elements of connectivity and file sharing. A suitable freelancer would have the skills and expertise necessary to implement the following: - Connectivity features centered around Bluetooth and TCP socket, effectively enabling the application to communicate with other devices. - A well-designed feature for downloading files, ensuring seamless data retrieval, and information exchange. Additional capabilities that a successful freelancer should possess include: - Proven experience with cross-platform application development. - Expertise in integrating Bluetooth and TCP socket features. - A solid background in developing file download functionality. - A track record of delivering feature-rich and user...
I'm seeking a developer proficient in creating an application, able to extract and analyze CCTV footage. The primary focus will be on extracting vehicle data, specifically determining a count of 4-wheeler and 4+ wheeler vehicles moving in both directions. Key Responsibilities: - Develop a python based application - Extract data from 7 days of CCTV footage - Provide hourly traffic counts, specifically for 4-wheelers and 4+ wheeler vehicles, in both directions Required Skills: - Proficient in Python, Object Identification, Tracking and Counting with OpenCV - Experience with image processing and data extraction - Understanding of traffic data analysis Overall, I'm seeking a professional with the necessary skill set to deliver this specialized application. Your r...
I'm in need of a proficient developer to create a custom program designed for data visualization, database querying, and alert generation. The specifics of this project are detailed in an attached document, but to enable interested developers to make an informed bid, here's an overview: - The program should be capable of making specific database queries to extract, to a MySql DB. - The queried data will need to be presented in a visually clean and engaging format, with different types of visualizations such as charts, graphs, and tables. - The program should include an alerting system through email for important updates or changes. - Data exports in a PDF format should be possible. - The program will need a customizable configuration file...
As per our discussion i want to update the existing file
I am seeking a skilled web developer who can integrate a unique and efficient link fetcher into an existing platform for a variety of e-commerce websites. Key Responsibilities: - The search box should accept links from popular e-commerce websites including Amazon, eBay, Walmart, as well as all Indian websites. - The link fetcher should be able to extract and display product name and price on the existing page below the search box. Ideal Candidate: - Freelancers interested in applying should showcase relevant past work related to e-commerce and web development. End-User Interaction: - Once the product information is retrieved, I want users to have an option to proceed for buying within the same page. This requires a strong understanding of e-commerce back-end. This is a uniq...
We have a 3D car model bought online in Blender. We want to change the texture of the body car paint to something bumpy (see images). We want to export the model to a GLTF or GLB format and keep the bumpy texture. It should appear when we upload the model on this website: Requirements: 1. The model m...on this website: Requirements: 1. The model must be exported in GLTF or GLB format with the bumpy texture applied. 2. The exported model must look ok on this website: We give you: 1. The 3D model 2. A few textures for Blender so you can just add and try witch one looks the best. If you can find others online, you are free to try. 3. An amazing review if the job is well made.
I am seeking a proficient Java JSP programmer capable of developing a high-quality system. While I have not clearly defined the specific functionalities required for the program, your application should nevertheless indicate: - Your level of experience and expertise in Java JSP programming. - Any past projects you have completed - these will provide concrete demonstrations of your programming prowess. - A detailed project proposal indicating how you approach tasks, organize your workload, and deal with potential challenges. Regardless of the program's ultimate purpose — whether it's for data analysis, an e-commerce platform, or a content management system — the successful freelancer's work will be versatile and adaptable.
Project Title: NFC ISO15693 CGM Data Reader App for free style libre pro sensor Objective: Develop an Android application capable of reading data from NFC ISO15693-compatible Continuous Glucose Monitoring (CGM) devices. The app should provide a user-friendly interface for displaying glucose levels and other relevant information obtained from the CGM device. Features: NFC Communication: The app should support NFC communication with ISO15693-compatible CGM devices. Upon detecting a compatible CGM device, the app should initiate data reading automatically. Data Parsing and Display: Parse the data obtained from the CGM device and extract relevant information, such as glucose levels, timestamp, and device ID. Display the parsed data in a user-friendly format on the app's ...
We urgently require a skilled software developer with a robust background in data management and automation for a crucial project aimed at elevating our operational efficiency. The candidate will be tasked with the creation of an advanced tool endowed with the following features: Email Mining & Web Data Capture: This tool must efficiently extract emails from specified mailboxes to ensure no vital communication is overlooked. Additionally, it should possess the capability to capture screenshots or scrape data from specified websites (e.g., BrokerBin, eBay) that we use regularly. This function is intended to gather insights on market trends, search frequencies, sales data, and pricing information, which are pivotal for our market analysis and strategic planning. Code Reading: Th...
I'm in need of an experienced WordPress specialist to transition my current website from the Jupiter theme to Elementor. Web site is in Norwagian, look here: Specifically, the following aspects must be preserved in the transition...I assume it’s a simple migration job without requiring any design enhancements. To fulfill this project, you should: - Have a solid background in WordPress site migration - Have expertise in both Jupiter and Elementor themes - Possess proven experience in e-commerce site handling - Be open to discussion and recommendation of suitable Elementor theme - Deliver a complete, fully-functioning, bug-free website post-migration. Kindly provide an estimate of the required hours and a fixed price for this gig after you've studied my requireme...
Hi Abdulrahman E., I noticed your profile and would like to offer you my project. We can discuss any details over chat.
...looking to create a framework dedicated towards deriving value from commercial license data using a supervised machine learning approach. Although I don't currently have access to a large dataset of commercial license data, the framework should initially be equipped to handle and process a sizable amount of data, with the ability to scale as more data becomes available. The aim is to eventually extract customer behavior patterns, market trends and predictive analytics, although these do not need to be the focus of this initial phase of the project. Your skills and experience should include but are not limited to: - Proficiency in big data technologies - Familiarity with supervised machine learning techniques - Experience building scalable frameworks for data analysis - ...
A quick job for someone who knows PHP and CSS! I need a competent developer to remove all season-specific images from my PHP index and CSS file. The important requirements for this job are: 1. Image Removal: comment out all the Christmas-specific images (so they can be brought back at a later date) 2. Image Placeholder: The removed image placeholders should be left empty until later. 3. Layout: The cleaned-up index and CSS file should maintain the current layout and design format. Ideal for a candidate experienced with PHP, CSS, and has a keen eye for detail. Quick and efficient work expected.
...language (MATLAB can be used if needed). Your task will be to: * Design and implement an end-to-end work-flow that can successfully extract heart rate data from temperature records. * The data used will be in CSV file format, thus prior experience with this data format is essential. Ideal skills: * Strong command of the R programming language * Experience with spectral and/or wavelet analysis * Proficiency in signal processing * Familiarity with handling CSV file data I am looking for a comprehensive code implementation to achieve the goals of the project. Your previous experience working on similar projects will be a huge advantage. I have a single csv file that can be used to test methods if required. I'm looking for results/code ASAP please. If you...
I am in need of a skilled WooCommerce developer with experience in third-party API integration. The specific task is to integrate WP Fusion that connects to Salesforce into my WooCommerce website. This project will require: - Deep understanding of the WooCommerce platform - Proficiency in custom coding for API integrations - Prior experience with Salesforce and WP Fusion is a must - Strong knowledge of e-commerce websites At the moment, WP Fusion doesn't support syncing person types from WooCommerce bookings (). However, if you have access to a developer, you can sync any additional data from a WooCommerce order by using the wpf_woocommerce_customer_data filter. We have examples here for your reference: With your help, I look forward to enhancing my e-commerce capabilities an...
I'm seeking a talented and experienced freelancer who specializes in data mining and analysis, particularly from online commercial platforms. The core focus of this project will be Amazon; experience with this platform will be highly regarded. Key Responsibilities: - Extract and analyze customer and sales data from Amazon - Conduct comprehensive social media data analysis Ideal Skills: - Proficient in data mining and data analysis - Familiarity with Amazon's data structure - Experience in e-commerce data analytics This project offers the opportunity to delve into a rich and expansive pool of data on one of the most significant e-commerce platforms globally. If you have the required skills and the experience along with a keen eye for trends and patterns, I look forward t...
...of a capable freelancer with intermediate level expertise in programming a Yama Seiki GTS 150 with Fanuc 0i TD control. The scope of this project includes: - Modifying existing programs: These were initially designed for our parts from a Miyano 34s (0T control subspindle). I require someone with the capacity to intuitively adjust these to suit our Yama Seiki GTS 150. - Training: Alongside the program modification, I'm also looking for somebody who can impart knowledge about this new (to us, since 2011) lathe. We've recently experienced a shop fire and are in the process of resuming normal operations. This is a crucial part of that journey. Please note, I'm specifically targeting intermediate level professionals with a solid understanding of the Fanuc 0i TD contr...
I am seeking a skilled coder to build me a desktop application compatible with Windows OS. Key Features: * The app will analyze JSON files, specifically focusing on word frequency. * The program must offer customizable word frequency for each file input. Customization Options: * The customizations should allow for the searching of specific keywords across multiple files. Ideal Skills and Experience: * In-depth knowledge of JSON file structure * Advanced capabilities in coding desktop applications, preferably in a language such as Java or C# * Experience in building word frequency analysis tools Kindly bid if you are confident that you can create an application tailored to these requirements. Let's discuss the direct specifics. Your input and suggestions w...
I'm seeking a skilled data miner to extract and deliver usernames from 88k followers of a specific Twitter account. This scraping must be GDPR compliant, aligning with my IOC licence. This means you need to delete after excel is made... Even though I only need the usernames, the information should be housed in an Excel spreadsheet. Your expertise in data scraping, particularly from social media platforms, and a solid understanding of compliance requirements, will be crucial to completing this task.
I am in need of a Python developer who is well-versed in both AI and ML strategies. Your primary job will be to construct a program capable of dissecting dental x-rays and issuing diagnoses. Deadline: The project should be completed within a predefined timeline. The specifics will be discussed upon selection. AI Functionality: The program should provide diagnostic suggestions based on the analysis of dental x-rays. It should boast the capability of analyzing and interpreting data independently in a consistent and reliable manner. Program Format: The tool should be developed as a web-based application, allowing for easy access and usage across multiple platforms without the need for local installs. Ideal Skills and Experience: - Strong proficiency in Python and ex...
...interface for easy navigation. 4. Security: - Implement security measures to protect user data and ensure secure transactions. 5. Performance: - Optimize the software for efficient performance, especially during peak usage times. 6. Compatibility: - Ensure compatibility with different operating systems and browsers. ### Technical Requirements: 1. Web Scraping: - Use web scraping techniques to extract information from the VFS Global website. 2. Browser Automation: - Implement browser automation to simulate user actions on the website. 3. Data Encryption: - Employ encryption mechanisms for secure data transmission and storage. 4. Logging: - Implement a logging system to track user actions and system activities. 5. Error Handling: - Include error-handling mechanisms to grac...
...several key attributes. Specifically, the project requires: - Scraping a specified number of pages on the website. - Extracting the following data: doctor's name, specialization, contact number, email, hospital name, conditions treated, and any other relevant information. Ideal candidates will have a proven track record in web scraping, data mining, and data entry with the ability to accurately extract and organize information. Knowledge of the medical industry would be advantageous but not mandatory. Please have your programming tools ready for this task. I look forward to seeing your proposals. There are apparently 20,800 specialists to scrape from this website. I already have the contact details for 6,000-7,000. So I will supply you with the first names and last name...
I'm seeking an experienced AI developer to design an advanced AI system to automate data entry, product submission, and data analysis of textual, numerical, and image data. The AI should be programmed to: â—Ź Automate data entry and product submission to maximize efficiency â—Ź Analyze patterns in data for comprehensive reviews â—Ź Predict future trends based on historical data â—Ź Extract relevant information from wide-ranging data inputs â—Ź Compile data into presentations for simplified reporting This will require in-depth understanding of AI development, data analysis, and machine learning. Prior experience with data entry automation and familiarity with predictive analytics will be favorably regarded.
Looking for someone adept at harnessing the power of the Meraki API. The main goal is to extract crucial information about the wireless health of my network. - Key tasks you'll perform include: - Retrieving overall wireless health data. - Extracting specific data on signal strength and the number of connected clients. - Calculating average statistics for a given SSID, specifically interested in client failures, SNR, and other relevant metrics. As an ideal candidate, you should have significant experience in dealing with Meraki API. Knowledge of networking, particularly in data retrieval and analysis of wireless health, would be a great advantage. A deep understanding of signal strength, connected clients count, and average statistics extraction is definitely a plus. ...
I am looking for a freelancer with strong video editing skills to complete a unique task. My project involves extracting a single frame from the middle of my MOV video. This particular video is quite blurred, so the successful candidate should be experienced in doing this type of work and are able to solve the blurriness issue. Here's what is required: - Extract a picture from the middle scene of the video. - The extracted picture should be of Ultra High (4K) resolution. - Enhance the picture to minimize the existing blur. - The final picture should preserve all the quality, detail, and integrity of the original scene. Ideal freelancer would be someone with excellent skills in video editing, image enhancement, and working with MOV files. Previous experience in handling simila...
I'm in need of a proficient Python developer to write a comprehensive script that will extract columns value from csv. Ideal Skills: - Proficiency in Python - Experience in data cleaning - Strong knowledge of file manipulation and text processing operations The end result should be a clean, effective, and accurate Python script capable of both extract columns value from csv. Further more, let's start discussing here. thank you.
I am seeking a highly creative and experienced graphic designer to develop a flyer for a program hosted by our esteemed president. Key information to be included on the flyer: - Date and Time : 4/6/23, 10 am - Location: TBD - Program Details: Theme: Manifestation The primary purpose of this program revolves around church program, therefore we need something bright, and to the , the flyer should embody an 'Elegant and Classic' aesthetic. I would like the Logo to be at the top: I want the text underneath the logo should say NORTH AMERICA PRESENTS "MANIFESTATION" ( I want this to be in creative large font) * Please be creative with this flyer but still make it elegant. I put an example flyer but I dont want the exact identical one* Pick one ...
I am seeking an expert freelancer capable of creating a sophisticated EXE file. This file should be downloadable and functional on a Lenovo phone with the specific purpose of forcing a restart when attempting to open the Microsoft Authenticator app. Ideal skills and experience: - Advanced skills in EXE file creation - In-depth understanding of phone applications, particularly the Microsoft Authenticator app - Knowledge of Lenovo phone specifications and operation - Proficiency in troubleshooting and resolving app performance issues So, I need when I downloaded on my lenovo phone to be not able to use Microsoft Authenticator app
...that's able to export a CSV report from Facebook Ads Manager, including ad performance metrics and cost data, and then send it to an FTP server. The report should be exported ideally every hour but a daily schedule is acceptable as well. In your reply, include "m3fbex" after your first paragraph. And be prepared with a sample report you have built that is similar to this. Key Requirements: - Extract ad performance metrics and cost data as CSV automatically - Ability to send exported data to an FTP server automatically. - once you've built it, this is easy for me (or cheap for you) to setup on new accounts Ideal Freelancer: - Should be well-versed in Facebook's API, CSV and FTP. - Experienced in creating data extraction and automation systems. -...
I have a need for a tool capable of reading and transferring table information from websites into excel. Here are the specifics of what I'm looking for: - The tool must be compatible with both Google Chrome and Microsoft Edge web browsers. - I need to extract information specifically from static tables. - The tool must be capable of extracting text and numerical data from these tables. Freelancers bidding on this project ideally should have the following skills and experiences: - Proficiency in web scraping techniques and data extraction. - A deep understanding of web browser's behaviors, particularly Google Chrome and Microsoft Edge. - Extensive experience with Excel data management and manipulation. - A knack for creating user-friendly tools is a bonus. I e a tool li...
In need of a highly proficient data entry and web scraping professional to assist with an extensive project. T...to assist with an extensive project. The job involves obtaining specific contact information from a variety of links provided in an Excel file. Ideal Skills and Experience: - Familiarity with web scraping, data extraction and decoding - Proficient in using Excel and handling complex data sets - Attention to detail, to ensure accuracy of the extracted information - Prior experience in extracting contact information from varied sources is desirable Specific Task: - Go through the Excel file to access the respective website links - Extract key contact info from every link - Accurately compile all the extracted contact details back into an organized Excel f...
...1~2 sample. youtube shorts vidoes to prove your ability topic: us stock and coin ex title : 5 TOP CRYPTOS that could 100x OOO crypto price prediction- OOO AI coin 5 TOP CRYPTOS that could 100x OOO crypto price prediction- OOO AI coin __________________________________________________________________________ how to make videos to extract topic : and (shorts or long ) -> view youtube script and extract text ->2. go chatgpt -> rewrite with 250words , ->3. AI voice in OR 4. pick some vieos just use this and put related writng images into this templete you choose. -> make vdios like the below __
i am looking for a 3D printing file for a small reducing pipe for use in bespoke automotive air con system
...collect data. - Techniques like **web scraping** can extract information from web pages. - Consider using AI-powered web scraping tools that adapt to changing website designs and dynamic content³. 2. **Adaptive Learning and Decision-Making**: - The AGI should learn from the data it collects. - **Adaptive scraping** techniques allow the bot to adjust to website redesigns and structural changes. - Use machine learning (e.g., convolutional neural networks) to recognize visual elements like buttons, fields, and images³. 3. **Recognizing Buttons, Fields, and Images**: - Train the AGI to recognize and interact with UI elements: - **Buttons**: Identify and click buttons based on visual cues. - **Fields**: Extract data from input fields (e...
Hi Ugur C., I noticed your profile and would like to offer you my project. We can discuss any details over chat.
...collect data. - Techniques like **web scraping** can extract information from web pages. - Consider using AI-powered web scraping tools that adapt to changing website designs and dynamic content³. 2. **Adaptive Learning and Decision-Making**: - The AGI should learn from the data it collects. - **Adaptive scraping** techniques allow the bot to adjust to website redesigns and structural changes. - Use machine learning (e.g., convolutional neural networks) to recognize visual elements like buttons, fields, and images³. 3. **Recognizing Buttons, Fields, and Images**: - Train the AGI to recognize and interact with UI elements: - **Buttons**: Identify and click buttons based on visual cues. - **Fields**: Extract data from input fields (e...
I require a dedicated professional with exceptional skills to efficiently extract three different sections from around 6000 text reports. The extraction process is based purely on specific section titles, which are consistent across all the reports. This means you'll have a consistent guideline throughout the project. Key requirements for the task: - Excellent attention to detail: You'll need to accurately identify and extract the correct sections in each report. - Proficient in working with large volumes of text data: The sheer volume of task necessitates someone comfortable and experienced in handling and organizing large text files. - Reliable and punctual: Consistent and timely delivery is essential. Overall, this project calls for strong organizational abil...
I need a developer to build a program to automatically send a predefined, one-time message to all my WhatsApp contacts. This program should be capable of: - Fetching contacts from my WhatsApp - Sending the specific message to all contacts Ideal candidates should have strong programming skills and prior experience with WhatsApp API. An understanding of automation, especially in messaging applications, would also be beneficial. Please be prepared to demonstrate any relevant work or skills in this area when you bid.
I'm in need of developing a tool to extract text and tables from webpage. This tool should be able to: - Accurately extract defined text present on the webpage - Extract and structure tables present on the page Ideal Skills and Experience: - Proven experience in web scraping - Proficient in programming languages associated with building extraction tools
Xero has an add-on called Xero Projects, which i...their invoice history, and unbilled time into a spreadsheet. Then, I want the ability to drag my unbilled time into different months (say as a columns). The idea being that I look at the current month, and decide what to invoice, or to drag the unbilled time to another column. I want to get this data into a spreadsheet, or similar looking program. I use windows. I attach a spreadsheet as an example. Note that data in Yellow is the information to extract from the API feed. Xero API info can be found here: I'm bored of bots replying to my freelancer jobs in seconds, claiming they've read everything. Perhaps start your message with 'Yo Andy' so I know you're human ;) Thanks.
...collect data. - Techniques like **web scraping** can extract information from web pages. - Consider using AI-powered web scraping tools that adapt to changing website designs and dynamic content³. 2. **Adaptive Learning and Decision-Making**: - The AGI should learn from the data it collects. - **Adaptive scraping** techniques allow the bot to adjust to website redesigns and structural changes. - Use machine learning (e.g., convolutional neural networks) to recognize visual elements like buttons, fields, and images³. 3. **Recognizing Buttons, Fields, and Images**: - Train the AGI to recognize and interact with UI elements: - **Buttons**: Identify and click buttons based on visual cues. - **Fields**: Extract data from input fields (e...
I am seeking an experienced data scraper who can extract news event information from and meticulously compile it into an excel file format (GOOGLE SHEET) , year by year. Subsequently, create another excel file once completed the orignal one where all the years' data will be consolidated into one single tab of the file. Key requirements include: - Proficient in data scraping. - Excellent skills in data organization and excel management. - Ensuring no miss-information during the data transfer. To apply, freelancers should provide: - Relevant past work, particularly in data scraping and excel data management. - Detailed project proposal, demonstrating your understanding of the task. Please note, the specific website to be scraped is chosen for the proj...
I'm seeking an experienced AI and web development specialist to create a financial analysis tool. This application will use AI to extract and categorise data from uploaded files. Key Features: - Support for file uploads. The tool should accept Excel, PDF, PPT, and Word files (keeping the files secure). - AI-driven data extraction from uploaded files (work and financial) and analysis of data provided - Categorisation functionality, allowing users to organise data into predefined sections. Skills & Experience: - AI and Machine Learning - Web development - Knowledge in financial analysis - Proficiency in handling multiple file formats (Excel, PDF, PPT, Word) for data extraction. Users will be providing confidential information so most important aspect is priv...
...Responsibilities: • Design, develop, and implement Oracle databases to meet business requirements. • Perform database administration tasks, including installation, configuration, backup and recovery, and monitoring. • Write efficient SQL and PL/SQL code to support application development, including the creation of functions, stored procedures, triggers, and packages. • Develop and maintain ETL processes to extract, transform, and load data from various sources into Oracle databases. • Optimize database performance through tuning, indexing, partitioning, and query optimization techniques. • Collaborate with cross-functional teams to design and implement database solutions that align with business objectives. • Troubleshoot and resolve database is...
...looking to create a framework dedicated towards deriving value from commercial license data using a supervised machine learning approach. Although I don't currently have access to a large dataset of commercial license data, the framework should initially be equipped to handle and process a sizable amount of data, with the ability to scale as more data becomes available. The aim is to eventually extract customer behavior patterns, market trends and predictive analytics, although these do not need to be the focus of this initial phase of the project. Your skills and experience should include but are not limited to: - Proficiency in big data technologies - Familiarity with supervised machine learning techniques - Experience building scalable frameworks for data analysis - ...
I'm on the lookout for a skilled designer who can transform my basic Sketchup layout into a kitchen design. My vision is already anchored on certain materials and colors, hence the task will majorly focus on creativity with the provided constraints. Key Details: - Style of kitchen: The kitchen's style should primarily center on modern design. - Materials: The materials at your disposal include Melawood (Storm Grey or Petrol Blue or Maidenwood and Formica (Saxon Oak), with Grey tiles. Incorporate these in your design as I've made these choices already. - Color scheme: My preferred color scheme is Grey and Natural wood tones. Capture these in the render where they make sense. Ideal Skills and Experience: I'm looking for someone with a proven track record in converting...
...interface for easy navigation. 4. Security: - Implement security measures to protect user data and ensure secure transactions. 5. Performance: - Optimize the software for efficient performance, especially during peak usage times. 6. Compatibility: - Ensure compatibility with different operating systems and browsers. ### Technical Requirements: 1. Web Scraping: - Use web scraping techniques to extract information from the VFS Global website. 2. Browser Automation: - Implement browser automation to simulate user actions on the website. 3. Data Encryption: - Employ encryption mechanisms for secure data transmission and storage. 4. Logging: - Implement a logging system to track user actions and system activities. 5. Error Handling: - Include error-handling mechanisms to grac...
I am looking for a specialist who can help automate several tasks on my desktop. Key Duties: • Open specific apps including Python, Excel, and one other unnamed app. • Execute data entry tasks. • Extract text files. • Run existing Python scripts. For this role, a background in automation, a firm grasp of Python, and knowledge in handling Excel are vital. Proficiency in other automation tools or scripts would be an added advantage. Understanding how different apps interact will also be key to this role. I will show you my desktop to you over TeamViewer. And explain you my work. The objective is to streamline my workload, improve efficiency and reduce manual input where possible. Your expertise will be invaluable in setting this up and ensuring its smooth op...
I'm in need of a specialist service to meticulously scrutinize multiple video files. The primary goal is to extract niche data from these files pertaining to their originality and modifications. Key Responsibilities: - Extract key information from the video files, the purpose being to verify if the files are edited from their original state. - Focus on specific elements including timestamps, duration of the clip, as well as metadata and editing history, to carry out a comprehensive verification process. Ideal skills: - Detail-oriented approach to task assignment. - Skillful in video analysis and interpretation. - An understanding of video format, compression, and metadata would hugely benefit this task. - Experience in identifying discrepancies in documentation or foo...
