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I have a CSV file with Q&A pairs that I want to convert into a .jsonl file for machine learning purposes. The ideal candidate should be adept at Python and have experience with data conversion and ML frameworks, particularly Open AI Fine Tuning. Key Requirements: - Convert CSV to .jsonl format - Ensure each row from CSV is mapped to a separate Q&A pair in the .jsonl file - Make sure the .jsonl file is compatible with Open AI FineTuning Ideal Skills and Experience: - Proficient in Python - Experience with data conversion - Prior experience in working with ML frameworks, especially Open AI FineTuning, would be a huge plus.

Project Description: I am seeking a skilled React Native developer to create a mobile application capable of live streaming from the camera to YouTube. Additionally, the app should incorporate an SVG overlay emb...development. - Familiarity with integrating live streaming functionality, particularly with YouTube API. - Ability to overlay SVG graphics onto live camera feed. - Strong understanding of mobile app design principles. Additional Details: If you have previously developed a similar project or have experience with integrating live streaming and SVG overlays in React Native, it would be ideal. There are sample apps available on platforms like GitHub that could serve as a reference for this project. I have attached a screenshot of similar app. Please note I will want to jump ...

We are part of a worldwide network providing drug testing services. We have a presence in multiple countries. Our client wants us to conduct drug testing around Tsukiguma Hakataku Fukuokashi Fukuokaken. We will train you on how to do it and provide the necessary supplies and tools. You will have to either go to the client's residence or office to collect the provided urine sample or rent a meeting room to host the session. Meeting room rental costs will be borne by us. Thereafter I will guide you on how to perform the testing hygienically and you will send us the result. We will compensate you for every test done. This is a long-term project and we will hire you for the long term.

...Thailand or Pongdaeng Kham Thale So Nakhon Ratchasima 30280 Thailand • Has a camera or phone/tablet of quality with a camera, internet access • Must be available during business hours (9 AM - 4 PM) on working days Please see the attached file for the site visit guidelines. You are only required to deliver the pictures, video & observations and are not expected to put together a report like the Sample Report. Note: Milestone will be released the following week after the site visit to give us time to organize the report and contact you if we need additional clarification....

I'm looking for an experienced 3D artist to create props for a mobile game. The assets require low-poly modeling but should maintain a realistic theme. Further, the designs should b...optimized, suitable for mobile platforms. Key Requirements: - 3D modeling skills, particularly in low-poly style - Proficiency in Substance Painter for texturing - Understanding of mobile game asset optimization - Portfolio showcasing realistic prop designs Models will be regularly given, we need NDA agreement. Please quote considering all the above things. Type "Regular" while applying for easy filter Your deliverables will include the props in FBX format, with clean topology and high-quality Substance Painter textures with all project files. Feel free to propose your rates and tur...

...activeness, e.g., staff working at the premise, loading/unloading of goods, etc. REQUIREMENTS: • Must be living in (or nearby) Bole, Ethiophia • Has a camera or phone/tablet of quality with a camera, internet access Please see the attached file for the site visit guideline. You are only required to deliver the pictures, video & observations and are not expected to put together a report like the Sample Report. Note: Milestone will be released the following week after the site visit to give us time to organize the report and contact you if we need additional clarification....

Confirmis () is a Singapore-based business information provider specializing in connecting businesses with global capabilities; comprised of industry veterans, Confirmis's business model is designed t...etc. REQUIREMENTS: • Must be living in (or nearby) Dakar, Senegal. • Has a camera or phone/tablet of quality with a camera, internet access • Must be available during business hours (9 AM - 4 PM) on working days Please see the attached file for the site visit guidelines. You are only required to deliver the pictures, video & observations and are not expected to put together a report like the Sample Report. Note: Milestone will be released the following week after the site visit to give us time to organize the report and contact you if we need additional cla...

I'm looking for a proficient web developer with experience in Joomla and Hikashop to customize the invoice sheet layout . The sheet should be working for both languages of website in the specific language and should be easily printable by siteadmin to be attached to the package( .csv / or xml?) Your tasks will include: - Modifying the layout of the invoice sheet, specifically the header arrangement, footer items, and body contents. - Customizing the header of the invoice sheet as per provided example. The ideal candidate will not only have a solid understanding of Joomla and Hikashop, but will also be adept at translating my vision into a user-friendly interface. If you possess these skills and think you can help, then I'd love to hear from you. This project should ...

I'm in need of a highly skilled AWS OCR specialist to help extract data from a large number of PDF invoices. We intend to export the extracted data into an Excel (XLSX) file. All invoices follow a consistent format, as shown in the attached sample. All invoices have been scanned at 300dpi resolution with searchable OCR enabled." Key Requirements: - Proficiency with OCR technologies, particularly those integrated with AWS services (Textract) - Experience with extracting data from PDFs, especially invoices. - Ability to export extracted data into Excel format. The freelancer will supervise the implementation process on our PC. Due to confidentiality, access to the invoices will be provided remotely on my PC

I'm seeking a talented profes...an interactive online strategy guide. This guide will be aimed at educating intermediate level users of a specific subject. The ideal freelancer will have a strong design and writing background, with an emphasis on creating engaging and informative content. Key Responsibilities: - Develop a comprehensive online strategy guide for intermediate users - Ensure that the content is user-friendly and easy to understand - Implement interactive elements to elevate the user experience Ideal Skills and Experience: - Proven track record in instructional content creation - Strong background in UX/UI design - Experience in developing interactive online guides - Familiarity with the subject matter is a plus Please provide examples of similar work along with...

Hello Greetings of the day We will be receiving future project in US for which we need male and female artist. Kindly provide me the sample for the same. Awaiting for your response. Regards

I am in need of a skilled graphic designer to assist me on a daily basis with various design tasks. We sell custom online posters, and we have all of our designs in templates ready for print. I need a graphic designer to change some information inside the template. Is a easy customization, change name, numbers, put a photo into the poster and save the file in a pdf file. See the example in the attached file. Our target price is 0,50$-1$ per card designed. We are growing everyday our business.

Hello Greetings of the day We will receiving future project in UK for which we need male and female artist. Kindly please provide me your voiceover sample for the same. Awaiting for your response. Regards

... - Design and implement an aesthetically pleasing yet simple and user-friendly interface for the guests to control in-room functions, - Create accessible and simple submenus for lights, clima, jacuzzi, media etc. - Create scripts and automations in HA focusing on energy saving routines. - Special skills requested: Knowledge of organizing homeassistant configuration with packages, for easy deployment and tiding things up The project consists of the following phases: A. Finalize the in-room dashboard design (important and time critical) B. Finalize in-room operability (important and time critical) C. integrate HA with back-office for centralized management and monitoring (partly important, non-time critical) B. Further integration (PMS, BMS etc) and optimizatio...

...the in-sample and out-of-sample performance. • Show evidence that the strategy you develop is profitable. • Compare the out-of-samp General Instruction: • We would like you to on the one hand, approach the problem from a practical perspective, and on the other hand, have a systematic methodology. You are encouraged to go beyond the requirements mentioned and use the quantitative techniques you have to solve the problems. • The final report is expected to contain the following components: – Introduction to the dataset you use, the data format and the steps you perform for data pre-processing. – Brief introduction to the models you use in the project. – Detailed discussion for the model evaluation: proper choice of evaluat...

Turkish Recording Project We have a project, that needs Native Turkish speakers, we will give you the text, and you need to record 110 short sentences. you just need to open the platform link, to read our text and record it, it's a very easy job. 1. You will need to record in a quiet place without loud background noise. and without an echo. 2. Each person Price is 4$ for 110 short sentences record. If you are interested please let me know sure. I will contact u. A Good Opportunity For New Freelancers For taking 5 Star Review after their completion of the project. Thanks :

I'm looking for a talented web designer to create an ecommerce website that appeals to the general public. Our primary focus is on creating a design that is modern and sleek. Ideally, your skills and experience will include: - A strong portfolio of past ecommerce ...User-Friendly: - Although our primary focus is the design, the website should also be user-friendly and intuitive to navigate to aid potential customers in making purchases. Delightful Shopping Experience: -The website should be built in a way that supports a smooth shopping experience, making it easy for customers to browse and purchase our products. If you possess the ability to create a standout eCommerce website with a powerful visual appeal, I would love to hear from you. Sample website

I need a customizable cost...processes, with a search function for easy access. - Inventory tracking: A system that allows us to track and manage our costume inventory easily. The system must include a way for me to search a parent costume title (the character name) and check out all subsequent pieces associated with the parent costume individually - Damage and repair tracking: The system should allow us to note down any damage to the costumes and also track their repair status. - Rental history records: It should be able to keep track of the rental history of each item in our inventory. Please only apply if you have experience working with Airtable and have worked on similar costume/inventory management systems in the past. Your system must be intuitive, user-friendly, and easy...

...a rough idea for the storyline, but it needs some work. I would appreciate help in creating a complete script for the animation video. Key Requirements: -> 2D Animation Skills: You should have a strong portfolio in 2D animation, preferably with a focus on content for children. -> Storytelling: You should be able to translate a moral or family story into a visual narrative that is engaging and easy to follow for children. -> Experience in Hindi: Proficiency in Hindi language is a must. -> Visually appealing: Attention to detail and ability to create visually appealing cartoon characters and backgrounds If you are a talented animator with a passion for storytelling and creating engaging videos, then I would love to collaborate with you on this project. Please provi...

I am in need of a tech-savvy freelancer to assist me in fully configuring the WP-Lister plugin on my WooCommerce website. The key task includes, but is not limited to: • Setting up WP-Lister for seamless integration. While the plugin is already installed, fine-...will be your responsibility to properly arrange this information on Amazon. Ideal candidates should have: • Extensive experience working with WP-Lister and WooCommerce • Experience in listing products on Amazon • Strong attention to detail to ensure product information accuracy. This project is not just about getting the job done, but about delivering a well-configured system that allows for easy management and gives my customers a rich shopping experience on Amazon. Expertise and experience will...

...create a simple educational chatbot for my Thunkable app. This chatbot will be deployed as a prototype of an application and its main purpose will be to support educational activities. The key requirements are: - **Simplicity**: The chatbot should be user-friendly and easy to interact with. - **Educational Focus**: The app is primarily for educational purposes, so the chatbot should be designed to support this. - **Basic Features**: I'm looking for a simple design with minimum features. It should be straightforward and easy to use. - **Integrating it to Thunkable**: The chatbot should be functional and ready for deployment as a prototype in a Thunkable app. The ideal candidate should have: - Proven experience in chatbot development. - Understanding of educational ap...

I need a meticulous and detail-oriented freelancer to assist with numerical data entry for the purpose of data analysis. Key Requirements: - The data you'll be working with is in a digital format, mainly in Excel and CSV files. - You will be responsible for accurately entering this numerical data. Ideal Skills and Experience: - Proficiency in Excel and data entry. - Experience with numerical data analysis. - Attention to detail and accuracy. - Ability to work with large sets of numbers efficiently.

I'm having a significant issue with my Google Sheet that needs sorting quickly. The main issue I'm dealing with is a formula error - when I try to make a hyperlink auto-populate after inputting a specific exercise, it just isn't working, which is causing a lot of frustration. Key Requirements: - Understands Google Sheets - Skilled in fixing formula errors - Fast turnaround time Ideal Skills and Experience: - Strong expertise in Google Sheets and formulas - Proven troubleshooting evaluation - Ability to deliver ASAP.

I am looking for a skilled professional who can modify the appearance of my machine's display. The primary function of this machine is user interaction, hence, it is essential to have an interface that is fluid and user-... Key Requirements: - The redesign should be focused on enhancing the layout. - The display should be optimized for touch screen interaction. Ideal Skills and Experience: - Proven experience in graphic design, specifically for machine interfaces. - Proficiency in user interface (UI) design. - Understanding of touchscreen optimization. - The ability to deliver a clean and modern design that is easy to interact with. Please share any relevant work you've done in the past. Your proposal should highlight how you plan to approach this project to ensure a ...

I'm seeking an expert to design and develop an engaging an...engaged. Skills and Experience: - Experience in designing and creating educational virtual labs, especially for high school students. - Comprehensive knowledge of water leakage detection and the practical application of sensing cables. - Ability to engage students through interactive content while educating them effectively. - Strong proficiency in user experience (UX) design to ensure the lab is easy to navigate. The ideal freelancer for this project should have a blend of educational design, technical expertise, and creativity. It's crucial that the lab is both educational and engaging to ensure the students' attention is captured throughout. Example:

...website's calendar. - Multiple payment gateways: Customers should have the flexibility to choose the payment method that suits them best. - Email notifications: Email alerts should be sent out for things like tour booking confirmation, changes in the tour schedule, and payment acknowledgments. Design Preferences: The website design should be modern and minimalist. I want a clear, clean look that's easy for customers to navigate - with pictures and images that represent the countries really well. Expanding Pages: The website needs to have the potential for expanding pages for 'Our Services', 'About Us', and the 'Booking Page' as the business scales. Skills & Experience Required: The ideal candidate should have experience in develop...

...provide you with a list of specific products to feature in these videos. - The videos should be crafted to cater to Sales and RevOps leaders on LinkedIn, focusing on the products' main benefits and features. - These videos are essentially marketing tools, so an understanding of sales psychology and the ability to create compelling calls-to-action within the videos would be highly advantageous. Sample types of videos we would like to create:

...provide you with a list of specific products to feature in these videos. - The videos should be crafted to cater to Sales and RevOps leaders on LinkedIn, focusing on the products' main benefits and features. - These videos are essentially marketing tools, so an understanding of sales psychology and the ability to create compelling calls-to-action within the videos would be highly advantageous. Sample types of videos we would like to create:

I'm in search of an experienced video maker to make video for my YouTube channel. Here's what I'm looking for: - Ability to make easy video types of videos: Tutorial videos, vlogs, and product reviews - Each video should be between 5 - 10 minutes in duration - Video themes will vary, so adaptability is key Ideal candidates will have YouTube making experience, and proficient in video editing tools. I aim for variety, so the ability to make video is essential. Please note that the payment will be based on the difficulty level of each video.

I am seeking a professional with proficiency in MS SQL Server’s SSIS (Integration Services), SSAS (Analysis Services), and SSRS (Reporting Services) to create a basic level, sample case for using data warehousing. Specific Goals: - Develop a data warehouse for analyzing business data. - The case should familiarize the users with the concept, rather than providing an advanced level of expertise. In SSIS Integration section, the following concepts are to be included: - Data Extraction - Data Transformation - Data Loading The ideal candidate will have a solid understanding of data warehousing and extensive experience with MS SQL Server’s services. A knack for simplifying complex information and a background in training or education will be appreciated.

I'm looking for a talented designer to create a minimalistic logo and letterhead design for my new business. - Logo Style: I want the logo to be minimalistic in style. It should be simple, clean, and easy to recognize. - Color Scheme: The logo and letterhead should predominantly use dark blue, gold and white colors. These colors should be able to work well together and complement the minimalistic design. - Elements: The logo should be a combination of text and an icon. The icon should be simple yet unique and relevant to my business. Ideal Skills: - Expertise in graphic design, particularly in creating minimalistic logos - Proficient in using design software - Creative thinking to come up with unique icon designs - Good understanding of color theory to create a harmonious c...

Hi, We are looking for a developer to do the following tasks: 1. Index resumes in pinecone using langchain 2. Convert query from user into structured ...Get responses from langchain and pinecone 4. Tank the resumes based on score 5. Test postman APIs for each of the above tasks. There will be two queries - one to fetch the relevant CVs and the other to rank a group of CVs. Ideally the score will be to use both one after the other and get ranked and relevant CVs. This can be written in Nodejs or python; we are okay with either. I will provide sample datasets and test with you. We are on a low budget for this - max - 1500-5000 inr. we want to work with individuals who are keen to learn and do this for the learning and not much for commercial gain. This would take about a week. B...

...monitor and control stock levels accurately. - Reporting: It needs the capability to generate detailed reports on sales and inventory. Supports 20 languages Desired Features: - Barcode reader support: This system must integrate well with a barcode reader. - Cash inventory: It should have functionality to manage on-hand cash in the drawer. - Touch screen support: The design should be responsive and easy-to-use on a touch screen device. - Offer and discount generator: This tool needs the capability to create various offers and discounts within the system. The ideal candidate will have previous experience in desktop application development, especially with tools for retail/sales. Familiarity with Windows OS is necessary. Proficiency in modern coding languages such as Java or C# i...

...looking for a professional video designer and editor to create an attractive advertising video to highlight: the site's aesthetics, design, category buttons (icons), ease of use and search in a professional, artistic, entertaining, and funny way. Other key features to highlight: 1. Unique design: It should creatively showcase distinctive design elements. 2. User-friendly interface: Showcasing how easy it is to navigate the website and post ads. 3. Wide range of categories: Highlight the various categories available for users to browse and post ads in. 4. Quality and Durability: The video must convincingly emphasize the strength and lasting nature of our classified website. 5. Safety and security measures: Users will be verified through registered email and phone number (SMS...

...software engineer who can create a detailed API sequence diagram from scratch. The purpose of this diagram is mainly for explaining the API flow to stakeholders, so it needs to be accurate, highly detailed, yet easy to understand. The necessity for this project stems from the fact that no tools have been used in the API creation yet, so an in-depth understanding of API flows and their presentation is necessary. Key responsibilities & expectations: - Expert in creating sequence diagrams - Strong understanding of APIs from scratch - Ability to present detailed information in an easy-to-understand manner to non-technical stakeholders Ideal Skills & Experience: - Experience in creating detailed API sequence diagrams - Technical proficiency with API-related concepts...

I'm in need of a reliable and experienced transcriber to convert ...well-structured. The format I require is the separation of verses and choruses by paragraphs. This ensures the lyrics maintain their intended structure and are easy to read and follow. Ideal candidates for this project should: - Have prior experience with audio transcriptions and ideally with song lyrics. - Be attentive to detail and capable of delivering error-free work. - Be familiar with music terminologies and able to differentiate between verses and choruses to maintain the song's structure. - Have strong English comprehension to enable them to hear & comprehend the song lyrics accurately. Please provide any relevant experience and a sample of your work if possible. Look forward to work...

...Tool Selection: You can use any data visualization tool you are comfortable with, such as Microsoft Excel, Power BI, Tableau, or others. 3. Dashboard Creation: Design a dashboard to be informative and visually engaging, using a variety of charts, graphs, and visual elements to convey critical insights effectively. The dashboard should be structured to communicate the story or analysis, making it easy for viewers to understand and derive conclusions. 4. Video Presentation: Record a 7-10 minute video in which you walk us through the dashboard, explaining why you chose the dataset, the insights obtained from the data, and how they could be applied or are significant to the chosen field. Please address any data and analysis limitations and suggest extensions or deeper investigations ...

I'm seeking a detail-oriented graphic designer to create a layered Photoshop file from an image intended for printing. The goal behind creating this file type is to allow for toggling and changing specific elements easily, especial...understanding of colour profiles for printing. Your main task will be to: - Design the file such that the text is on separate layers for straightforward editing. These text contents will primarily revolve around product descriptions and need regular updates. - Ensure the final file should be print-ready, with high resolution and correct colour profiles. - Preserve the image's visual appeal while ensuring easy editability. Prior experience with similar jobs is appreciated. I'm looking for someone who can provide quick turnaround without...

I require an exceptional PowerPoint specialist, versed in business presentations, to compile an engaging and effective presentation aimed at potential investors. The main goal of the presentation is to attractively articulate a capital raise initiative for my business. As such, the aesthetic should be professional yet impactful, with the power to convince and motivate a p...something amazing 2) think strategically about the messaging on the page, does it get the point across. Your responsibility will not only entail the visual aspects but also involve structuring the presentation flow coherently. Your expertise will help in driving our primary purpose towards a successful outcome. If you have availability, please send me some of your work and then I can send you a sample and you ...

...website as well. Key elements for the website: - Submission Form: A user-friendly contact form that will capture customer details. - Quick Loading: The site should load quickly and be responsive on different devices. An ideal candidate for this project should be experienced with website development, have a good understanding of SEO, and have good project management skills. Please include a sample of your past work in your proposal to be considered....

I am starting a counseling and coaching business, hence my need for a professional and effective online presence. Key components required for my website include: - A classic and traditional logo to represent my brand. - An intuitive, easy-to-use scheduling system (style to be discussed). - Secure and seamless payment functionality. The primary goal of the site is to attract new clients while conveying useful information to existing ones. Potential hires should have a strong background in website design and development, and be adept at integrating scheduling and payment systems. Experience with traditional-style logo creation will be particularly valued. I am looking for professionals who can provide creative input and advice, ideally with a portfolio of previously built busines...

I am in need of a skilled DIRECT RESPONSE copywriter to create lead generation copy for Medicare open enrollment. The target audience for this project will be 65+. It is essential that the copywriting style is conversion focused and engaging. Key Project Deliverables: - Direct response mail - Medicare compliant copy for flyers, welcome kits, member communications I...and benefits and compliance. - Ability to write in a direct response conversion copy, while still conveying complex information clearly. - Experience in creating copy that is engaging and lead generating - Excellent attention to detail, ensuring accuracy in all information provided. Please ensure that your bid demonstrates relevant experience and understanding of the project requirements. Sample of work complete...

I'm looking for a website that will help homebuyers find a surveyor and other home services through a comparison platform. Key Features: - The site must provide pricing information for different services. - Users should be able to view a...offered: Clear display of services offered by suppliers. - Pricing details: Essential for users to compare different suppliers. - Areas covered: Must show locations the supplier serves. - Business information: General details about the supplier. Ideal Candidate: - Proficient in web design and development. - Experience with comparison platforms and user account systems. - Skilled in UI/UX design for easy navigation and comparison. - Attention to detail given the need for accurate and detailed supplier profiles. Would like the site design...

Looking for an RF expert that can give me a circuit of a Cheap easy to build circuit of an RF Amplifier that can transmit up to 150km line of sight with design of Antenna. This person will also present a simulation data showing that this works and everything is working as we intended.

I am looking fo...volume of patients, optimize (PPC) campaigns and in turn, increase revenue for each doctor and the clinic as a whole. The data will be handled in weekly, monthly, and yearly timelines (WOW, MOM, MTD, YTD). The chosen freelancer will be required to: - Analyze the existing PPC campaigns and suggest improvements - Develop strategies to increase patient volume - Present data through engaging and easy-to-understand graphs and charts Ideal Skills and Experience: - Proven experience in clinic or healthcare PPC campaign optimization - Expertise in revenue management and patient volume increase strategies - Proficiency in data visualization through graphs and charts Please demonstrate how you meet these requirements and share relevant past experience in your ap...

...require some key features and integrations, making a comprehensive understanding of Laravel and the following features necessary: - Case Management: A critical component of the software will be the ability to track and manage cases. This should include functionalities for tracking case progress, deadlines, and documents associated with each case. - Document Management: The system should allow for the easy storage, retrieval, and sharing of legal documents. This includes a user-friendly interface for managing and maintaining a variety of file types. - Time Tracking: As part of the software, a time tracking feature will be essential for accurate billing and measuring performance. Users should be able to log hours spent on different tasks and cases. Additionally, the software will...

Dear Candidate, As described in the title, this task requires that you reasearch medical centres (also called general practice medical centres, family physic...complete accuracy in all tasks. 3. Punctuality and ability to meet deadlines. 4. Ability to read/follow instructions carefully with attention to detail. Successful candidates will be required to complete two test works before the project is awarded. 1. Watching instructional video which explains the task. 2. Completing an 11 question quiz based on the video instructions. 3. Completing a small sample test on 5 medical centres to demonstrate understanding of the task. Your accuracy and attention to detail will be checked. Successful candidates can expect consistent and enjoyable work and opportunity for advancement. Rega...

...lines and an updated design aesthetic. - Clean and Organized: Easy to navigate, avoiding clutter and confusion. - Techy/Cool/Fun Elements: A bit of flair for an enjoyable, yet professional look. Functionality: - User-friendly - Clean - Fun/cool to use - Easy to see everything without clutter - Add a profile icon (will be a hover dropdown to edit profile, logout, or switch user) Color Scheme: - Light Version - Dark Version - Toggle icon for switching between "Dark Mode" and "Light Mode" - Submit one or both color schemes Ideal Skills and Experience: - Proven UI/UX design experience, especially in dashboard design - Strong eye for modern visual design - Ability to make complex information visually appealing and easy to understand ...

I am looking for an expert in data analysis and excel who can compile specific data for certain doctors in our clinic. The data metrics required include: - Volume - Revenue - (PPC) The data should be organized both doctor-wise and clinic-wise for effective comparison and understanding. You should be able to present the data in an easy-to-understand, concise and visually appealing manner. Key skills required for the project include proficiency in: - Data analysis - Excel data manipulation - Understanding of PPC metrics - Attention to detail Experience in health-related data analysis would be a plus. Sub-headings should be WOW (week over week), MOM (month over month), MTD (month to date), and YTD (year to date), reflecting the volume, revenue, and PPC for each particular doctor ...