Scrolling image text gallery ebay jobs

I need a professional freelancer to help remove the background of a product image and replace it with a clean white background. Key Requirements: - Remove background of a product image - Replace it with a white background Please note that the image may require additional editing services like color correction, resizing, text or logo addition. Ideal skills for this role: - Proficiency in image editing software - Experience in product photography - Attention to detail

I'm looking for an expert to set up and manage my Amazon, eBay, and Spotify stores. Key Responsibilities: - **Setup and Automation**: Your primary task will be to set up my Amazon, eBay, and Spotify stores. You should be able to automate the listing process to save time and optimize efficiency. - **Inventory Management**: I plan to run a centralized inventory management system. Your role will include keeping track of inventory, ensuring that each platform has accurate stock levels, and that the product information is up-to-date. - **Sales and Traffic Generation**: Your focus will be on eBay. You should have a proven track record of driving traffic and generating sales on eBay. Experience in leveraging the platform's promoted listings and other adver...

1. Migrate equaleartth from gate to hostinger Philippines. Hosted in my name. 2. Transfer my domain vanxilefpaintings from gate to my plan with in the Philippines 3. Upload text and about 500 pictures to my website

I'm currently in need of someone with expertise in graphic design to help reimagine the layout of my existing text-based logo. While the style should remain consistent, I want to rearrange the logo so teh writing is all on one line, retain the turbo either between the works or at the end of the words and remove the spanner. The logo is for a long banner for the front of a building. Key requirements include: - Ability to work with text-based logos - Skilled in modern, minimalistic design - Proficient in reorganizing elements for a visually striking yet organized output Aesthetics are vital in this task, yet the ability to incorporate the reorganized elements seamlessly into the existing style is equally important. Note that the style is not changing, it's the la...

I'm in need of a skilled JavaScript developer to create a sophisticated web rich text linkage. I'd like this linkage to connect seamlessly with data from a web spreadsheet. The ideal candidate for this project would be comfortable with Onlyoffice, as I'm looking for advanced document collaboration features integrated into the solution. Key Points: - Develop a web rich text linkage that interfaces with a web spreadsheet - Expertise in JavaScript is mandatory - Familiarity with Onlyoffice for advanced document collaboration is a big plus - The solution should be hosted on an on-premise server If you have the skills and experience to deliver a reliable and feature-rich solution, please reach out.

...and Linux is ideal. - **Purpose**: The primary aim of the deployment is for text ebedding (vector db) and generation. - **Requirements**: Specifically, I'm looking for functionality related to Language modeling and retrieval augment generation in the LLM applications. - mongoDB should be set up runining a .sh file - docker-compose deploy of the app - whisper transformers for stt ttl - AWS S3 bucket for file serving Essential skills for this project include a strong background in Python programming and experience with deploying applications on different operating systems. Previous work in natural language processing (NLP) or machine learning operations (MLOps) will also be a strong advantage. Your understanding of text generation and the specific functionalities ment...

I am in need of an experienced video editor to create cinematic and dramatic edits for my Youtube channel. Requirements: - edit small 1 minute videos with watermarks and text to describe in an entertaining way - Editing focus on Youtube and instagram - The style of editing should be cinematic and dramatic, to keep viewers engaged. - Specific elements to include are text overlays and background music on occasion Ideal skills for this project include: - Proficient in video editing software. - Experience in creating cinematic and dramatic edits. - Ability to incorporate text overlays and background music effectively. I am looking for someone who can bring creativity and finesse to my videos. Experience with Youtube editing will be an added advantage.

I'm looking for a competent Moodle developer to enhance the user interface of our current online text assignment plugin. The main purpose of this plugin is to facilitate the process of submitting assignments and grading them. Key Requirements: - Redesign the online text using the existing grading page - Focus on enhancing the layout and organization of the user interface Ideal Skills and Experience: - Proficient in Moodle plugin development - Strong understanding of user interface design principles - Prior experience in improving UX/UI of online educational platforms - Ability to efficiently work with existing coding structures. This is a simple project and only a simple solution is sought

...seeking an experienced Moodle plugin developer for personal use. The main requirement is to ensure that the plugin fosters good user interface with functionalities that can make it modern and clean. Here are the project's details: -The idea for the plugin is that it uses the already existing format seen in the grading view for submissions and instead uses that as the foundation with the online text replacing the pdf panel (left) and the feedback panel (right) will instead store instructor provided resources such as assignment-relevant description, links, and most importantly, the assignment rubric for easy viewing. - The plugin should have a good user interface. This will significantly improve user experience and interaction with the platform. - Only barebones structure f...

My goal is to craft a captivating online platform that will serve as a gallery to exhibit a multitude of art pieces. This webpage will principally serve the following functions: * Display more than 20 works of art * Present an artist's biography * Feature various interview videos Ideal Project Executor: - A freelancer with a keen eye for aesthetics, who can create an attractive and immersive user experience. - Experience in website development that focuses on art or related fields. - Proficiency in efficiently organizing large volumes of content in a neat, user-friendly manner. - Expertise in embedding video content into websites. - A deep understanding of my goals for this project. Looking forward to potential collaborations to imbue life into this project.

I'm seeking an experienced data extraction specialist to scrape both HTML and text files for specific data. Particulars to look for will involve the text content within these files that follows a mixed format structure so would require vast knowledge and understanding of both table format data and paragraph-style data. Key Skills and Experience Required: - Strong abilities in web scraping - Adept with HTML, text parsing - Knowledge of data formats and how to transform data - Proficient in CSV file generation. We need a comprehensive extraction that maintains the integrity and accuracy of the data. As these files do come in multiple formats, versatility and attention to detail are paramount on this project.

I'm seeking a skilled Photoshop expert to manipulate a set of 1-5 images. The complexity level of the task is intermediate, involving object removal/addition and background changes. Key Requirements: - Proficient in intermediate image manipulation tasks in Photoshop - Demonstrated experience in object removal/addition and background changes The ideal candidate should be able to deliver high-quality results in a timely manner. A portfolio showcasing similar past work would be highly beneficial.

...for my hair salon, "CXR Hair Studio". I'm looking for a simple and sleek text-based logo. You can have the words “cxr” and “hair studios” in different fonts to spice it up. The main requirements are: - Color Scheme: The logo should have a black background with white letters. The words “CXR” and “hair studios” can be in different fonts to spice it up as well. This minimalist approach will help maintain a clean, professional look that's essential for a hair salon. - Font Style: I'm hoping to have an elegant font style for the logo. This will give it a sophisticated and stylish visual appeal. - Graphic Elements: I'm not looking for any graphic elements to be incorporated with the text. The focus s...

...Requirements: - Aesthetic appeal: The website should have an attractive layout, capable of engaging visitors and driving attendance for our events. - User-friendly interface: Ease of navigation is crucial. Visitors should find it easy to explore our upcoming events. - Robust features: The website should enable promotional activities such as ticket sales, event schedules, event descriptions, and a gallery for previous events. Required Skills: - Experienced in web development and design - Proficiency in using CMS tools and SEO - Experience in working with event-related websites is an advantage. I look forward to seeing high-quality portfolios that showcase your style and expertise. Please include relevant links in your proposal. Time efficiency and cost-effectiveness will be fac...

I'm seeking an expert who can recreate a downloaded image from the internet into a high-resolution wallpaper fit for printing as a poster. Key Requirements: - Recreate a high-resolution image that can be printed as a poster. - The image will be a personal use wallpaper, so no additional text or logo is needed. If you're confident in your ability to recreate this image into a high-resolution, print-ready version, I'd love to hear from you. Please include examples of similar work or a brief explanation of how you plan to accomplish this task in your bid. PS. Please note that I need just the picture with the flowers so ignore/remove the objects

...descriptions and images. Besides this, I need the added products to be linked to other platforms I operate on, such as eBay, Amazon, and Facebook Marketplace. Key Requirements: - Update all categories and collections - Add over 500 products from the mentioned websites - Ensure detailed product descriptions and high-quality images - Link added products to eBay, Amazon, and Facebook Marketplace Project Timeline: I'm looking for someone to complete this project ASAP. If you have experience in similar projects and can deliver quality results quickly, I'd like to hear from you. Ideal Skills: - Experience with Shopify, especially in bulk product uploading and integration - Knowledge of eBay, Amazon, and Facebook Marketplace integration - Detail-oriented wit...

I'm in need of a website specifically catered to frequent travelers for my bed and breakfast. The website needs to be developed on WordPress and should essentially cater to the following requirements: - An efficient online booking system allowing travelers to make reservations effortlessly. We already ha e bloom so you can incorporate thier widget. - A visually appealing photo gallery to showcase the property's aesthetics and tranquility. Ideally, you would have a strong eye for detail and excellent design skills. The primary goal of this website is to provide comprehensive information about the property. Therefore, it's paramount that the site's layout is intuitive and the information is easily accessible. Professional experience in UX/UI will be an asset. B...

I'm seeking an expe...Python for a Natural Language Processing project focusing on text classification of social media posts. Key Project Features: - The goal is to build a Python coding notebook that can efficiently classify different types of text within social media posts. This will require a deep understanding of NLP principles and techniques. - The project primarily demands the use of Python for its implementation. Ideal Skills and Experience: - Expertise in Python programming is a must. - A strong background in NLP, particularly in the area of text classification, will be highly beneficial. - Prior experience working with social media text data would be a plus. If you're confident in your Python and NLP skills and have experience in tex...

...website that focuses on building brand awareness of my work. The website is currently on Wix and needs to be moved to WordPress and re-created on there to make it more dynamic. Key Features: - Image gallery: This is crucial to showcase a variety of my work. The images should be displayed in an appealing and interactive manner. - Contact form: The website needs to have a user-friendly contact form to enable potential clients to get in touch with me easily. Ideal Skills: - Proficiency in web design, with a sharp eye for aesthetics and user experience. - Experience in creating portfolio websites with image galleries that are visually striking and easy to navigate. - Strong understanding of website SEO and how to optimize a website for brand awareness. - Good commu...

I'm in need of a creative and skilled web developer to design and build a luxury travel agency website with Thailand as its central theme. The design inspiration I have in mind is the elegant and sophisticated look of Key Features: - Online Booking System: The website should have a user-friendly online booking system to facilitate easy reservations. - Destination Guides: Comprehensive and visually appealing destination guides, highlighting the beauty and unique experiences of various locations in Thailand. - Customer Reviews: A section that showcases customer reviews to build trust and credibility. Booking Options: - Flight, Hotel, and Tour Booking: The website should provide users with a seamless booking experience

I have less than 100 scanned pages of text data that need to be entered into a digital format. The scanned documents are clear and the text is legible. I am looking for a detail-oriented professional to help me with this task. Ideal skills and experience for this job include: - Proficiency in data entry - Attention to detail - Familiarity with working with scanned documents - Ability to accurately transcribe text - Time management skills to complete the task in a timely manner If you have experience in similar projects and feel confident in your abilities to complete this job efficiently, I would love to hear from you.

...search of a proficient freelancer who has expertise in utilizing MATLAB R2021a for complex Image Processing tasks. As my requirements are quite specific, it is crucial that the preferred candidate has in-depth knowledge of this software and can make the most of its advanced features. Key Responsibilities: - Conduct comprehensive Image Processing tasks - Utilize MATLAB R2021a to its full potential Ideal Skills and Experience: - Profound understanding of MATLAB R2021a - Significant experience in Image Processing - High problem-solving skills using MATLAB Given the specificity and technical nature of this job, candidates who can showcase samples of their previous work with MATLAB, specifically in Image Processing, will be prioritized. This is an oppor...

I need to be able to create realistic tablecloth images on a table from flat images of the patterns. - Create a render template for realistic tablecloths which can be edited to change the pattern. - 2 shapes are required - rectangular and round - Ideally the table will be in a replaceable kitchen background environment - Finished image should be 4000x4000px allowing for zoom crops to be taken. - Example shape styles are attached

Image review and annotation, 5/8/2024 - 5/14/2024

I'm in need of a skilled SEO professional to help me improve my website's ranking on Google. I'm specifically looking for someone with expertise in backlinking. The main goal for this project is to increase my website's visibility and credibility. This will help to improve my site's ranking on Google and drive more organic traffic to my site. My target audience is not specified, but it is important to note that the backlinks must have a Domain Authority (DA) of 20 or higher. This will ensure that the links are of high quality and will positively impact my site's SEO. Ideal skills and experience for this job include: - Proven experience with SEO and backlinking - Familiarity with Google's search algorithms - Ability to identify and secure high-quality ...

...portfolio must have a user-friendly, aesthetically pleasing design. - I need a contact form integrated for potential clients to easily reach out. - An image gallery to showcase my work is essential. - A testimonials section is needed to display feedback from my clients. The site must be professionally designed, with no less than 10 pages. You're welcome to suggest additional features that could enhance the site's performance. Ideal Skills: - Proficiency in web design and development. - Strong command of PHP. - Experience in creating dynamic and appealing portfolios. - Familiarity with integrating various functionalities like contact forms, image galleries, and testimonial sections. This project is a great opportunity for a new designer looking to bu...

I'm in need of a professional photographer who excels in product photography. Our project centers around creating engaging photos of an Apple AirTag Holder for our product listing on eBay. The successful freelancer will masterfully capture different angles of the holder that include: - Front view - Back view - Side view An eye for detail, lighting, and aesthetics that accentuate the product features is a must-have skill. Previous experience with electronics product photography will be highly advantageous. Let's make our product stand out and attract potential buyers with high-quality photos.

I'm looking for an experienced SEO freelancer who can help in building quality backlinks. Key Requirements: - SEO Expertise: You should have a proven track record in SEO. - Backlink Building: You should be able to build backlinks using only the "Anchor Text". - Domain Authority: The websites the backlinks are sourced from should have a Domain Authority of 20 or higher. Please note that the target search engines and audience for this campaign are not specified. You can suggest specific websites/industries, but the decision-making will be open to discussion.

Hello, I'm interested in taking the original image you modified the wires on for me, and doing three versions. 1. With the wires recolored in Red and Blue. This will be the base for images 2 and 3. 2. One with the Red wires still visible, but the Blue wires grayed out. 3. One with the Blue wires visible, but the Red wires grayed out. This are going on a new website we are working on so there maybe some additional tweaks after this as well. Best, Caleb

I'm in need of a professional who can perform text editing on a PDF. The changes I require are not too extensive but precise. Key Tasks: - Implement minor text corrections including typos and grammatical errors. - Make necessary content updates such as paragraphs and headers. It's crucial that the final output remains in a text-based format. The document is currently editable, so the process should be smooth. Ideal Skills: - Proven experience in PDF editing. - Strong command over text editing. - Attention to detail for accurate implementation of changes. If you think you're the right fit for this task, I'd love to hear from you.

I have a dataset of images and I'm looking for someone experienced in U-Net algorithm. Project description: - Write PyTorch U-Net training model on top of provided base code (, , , ). - Train the model until achieving a validation dice score of min. 0.875. - Deliver source code and trained model until Wednesday 10 pm (Vietnam time zone).

I am in need of a unique logo that combines both text and imagery for "Kurtis Garage". It should be eye-catching and make a strong impact. - The Logo: Take a creative approach and feel free to incorporate relevant elements into the design. Unfortunately, I haven't specified the particular symbol to be used, so I am open to suggestions. It could be anything resonating with a garage theme. - Colors: I prefer red, black, and white. However, I am open to other innovative color concepts that would enhance the overall design and meets the aesthetics I envision for my brand. - Ideal Candidate: Someone with a strong background in graphic design and logo creation. Prior experience designing logos related to garages, cars or tools would be advantageous. An ability to catch ...

I'm in need of a generative artificial intelligence that can analyze given text inputs and provide suggestions based on the analysis. The main purpose of this AI would be for data analysis. Key Requirements: - The AI should be primarily text-based. - It should be able to process and analyze the supplied text. - The output should be suggestions derived from the analysis. Ideal Skills and Experience: - Previous experience in developing generative AI systems. - Proficiency in natural language processing and data analysis. - Strong understanding of machine learning algorithms.

I am currently in need of a skilled professional who has expertise in image editing. The task involves: - Removing the background from a batch of product images. - Correcting the color of these images for optimum display and output. - Inserting specific text into the images. The text will be designated into a specific area within each image, and it requires a keen eye for detail to maintain uniformity and consistency across all uploads. The ideal freelancer for this job would have a good understanding of photo editing software such as Photoshop or Lightroom, and a balance of creativity and precision. Proven experience in product photography editing is needed, with a portfolio to back it up. This role requires the balance of a creative eye and technical ...

I'm looking for a data entry specialist to extract text data from scanned documents and input it into a database. Key Requirements: - Data Entry: Your primary task will be to accurately transfer text data from scanned documents into a digital database. - Attention to Detail: Precision and accuracy are essential to ensure the database is error-free. - Timeliness: The task should be done in a timely manner to keep the project on track. Ideal Skills: - Proficiency in English: Since the data is in text format, a strong command of English is necessary. - Data Entry Experience: Previous experience in data entry is a plus. - Familiarity with Database Management: Basic knowledge of database operations is a bonus. Looking forward to your bids.

I'm seeking a skilled developer who can enhance the barcode reading and image editing functionalities in my existing ASP.NET Core project. Key Requirements: - Improve Barcode Reading: The primary focus here is to enhance the speed of barcode recognition and specially for small barcode. The current system is functional but lacks the speed needed for our operations and not recognize small barcode. - Image Editing: i have image edit and crop, i need to rotate and improve select image from edit screen. and some other things we will discuss about it. Ideal Candidate: - Proficient in ASP.NET Core development - Extensive experience with barcode reading improvements - Skilled in image editing functionalities Please share your relevant experience and prov...

Looking for someone to develop a simple mobile app that will work on both iOS and android. That would mean utilizing one o...Requirements: Setup screen where system URL and API key can be entered and then saved so subsequent uses of app doesn't require it to be reentered Ability to search and find order using order number, customer name, or company name Ability to select multiple photos and upload at once (although API call needs to be made for each file) Ability to take picture with camera right in app as well as select from gallery Full code ownership Nice to Have: Checkbox that allows deletion of photos on device after a SUCCESSFUL upload Not intending to publish this in app store as this is meant for employees at a company only. Will need help figuring out how to inst...

I'm looking for a creative designer to craft a modern, text-based logo intended for online use (websites, social media). The Word is XConn which needs to be designed. Following example is for proof of concept. XConn represents cross-platform connectivity, so a little touch of that in the logo would be a bonus Key details: - Style: The design should reflect a modern aesthetic. I'm not after overly complex or vintage styles but rather something sleek, clean, and current. - Color: I don't have a specific color palette in mind. I'm open to suggestions, so feel free to utilize colors that align with modern design trends. The ideal candidate for this project will: - Have a strong portfolio that demonstrates expertise in modern logo design. - Possess a keen eye for t...

...branding efforts. Responsibilities: Utilize Adobe Illustrator to create and modify designs based on provided templates. Generate new product images for our online listings on platforms like Amazon and eBay. Assist in branding projects to enhance our company's visual identity. Work with provided files and access resources to fulfill daily orders. Input information from spreadsheets into AI templates, adjust text, and save the files as needed. Requirements: Proficient in Adobe Illustrator with a strong understanding of the software. Experience in creating product images and listings for Amazon and eBay marketplaces. Excellent attention to detail and ability to follow instructions precisely. Ability to work full-time and be available for immediate start. Strong...

...complexity image manipulation project. Your challenge will be working with images to make background changes, remove objects, and transform the overall aesthetic in a realistic style. Key Responsibilities: - Implementing medium complexity image adjustments including background changes and object removal. - Ensuring the final images are realistic and visually appealing. Ideal Skills: - Proficiency in Adobe Photoshop. - Strong understanding of image manipulation techniques. - Ability to work with medium complexity image edits. - A keen eye for detail and a commitment to producing realistic results. If you have a flair for visual creativity and a strong command of Photoshop, I'd love to see your portfolio and discuss this project further. Your past exper...

I'm in need of an AI-based image editing solution that can replace skies and chromakey functions for our web-based applications. Key Features: - The primary goal of this AI image editing solution is to automatically perform color correction, chromakey, and sky replacement on images. - The tool should be able to process a large number of images with speed and accuracy, enhancing the visual appeal of our content. Compatibility: - The solution needs to be compatible with web platforms, ensuring seamless integration and operation within our existing systems. Ideal Skills and Experience: - Strong proficiency in Python programming, particularly in the development of AI solutions. - Previous experience in image processing and editing, with an emphasis on color correc...

I need a skilled developer to create an interactive form on top of a 272 color image. This form is specifically for data collection. Key Features: - The form should have fields for name and number. - For each of the 272 colors, there should be a slider or a quantity counter. The purpose of each slider or counter is to adjust the quantity of an item. - The form should have a "send" button, which will submit the filled form to an email address. Ideal Skills: - Proficient in web development, particularly in creating interactive interfaces. - Experience with integrating forms to email submission functionality. - Understanding of color sliders or quantity counter implementation. Please provide examples of similar interactive projects you have worked on in the past, and outl...

I'm seeking a skilled web developer with expertise in WonderGrid Gallery Pro and Divi Builder to assist with some critical updates to my website. The project involves a combination of layout modifications and content updates, as follows: Layout Modifications: - Specifically focusing on the product pages, the changes required are aimed at enhancing the overall user experience and aesthetic appeal of the site. Content Updates: - Adding new products: You'll be responsible for seamlessly integrating new products into the existing framework of the website. - Updating product descriptions: This involves refining and enhancing the current product descriptions to ensure they are accurate, engaging and compelling to potential customers. - Changing product images: You'll ...

I am looking for an 2-d artist NOT LOGO DESIGNER to create a unique heraldic image for me(you will be provided with references). Please look at my attached example for reference so you can see my expectation both in terms of style and complexity. If you are interested, please send examples of your previous work for consideration. (You will not be considered without submitting examples of your previous work, it is not my job to go to your profile and search) Compensation is $50 cad! If this is not enough, I completely understand, no one should be asked to do a job for pay they don't believe is enough. All I ask is you simply don't apply, and instead apply for the jobs that where the pay is agreeable to you.

I require a talented freelancer to construct a text-based logo, along with an engaging introduction focused on emphasizing my company's mission and values. Additionally, I'm looking for the concept and design of formal business attire. Requirements: - Aesthetic and definitive text-based logo design. - Draft an introduction with captivation, mirroring our mission and values. - Original and professional designs for formal business attire. Ideal Skills: - Extensive experience with logo design and typography. - Excellent written communication for the introduction. - Creativity and expertise in formal attire design. - Understanding of the apparel industry's current trends. - Proactive, innovative and deadline-oriented. And providing the type of logo we nee...

Hi Hridoy M., I noticed your profile and would like to offer you my project. We can discuss any details over chat.

Entries without a cover image will not be considered! I want the entry image to be a screenshot of my profile with your work overlaid on the profile picture and cover image. Greetings talented designers! I am Catalin Tiriplic, a freelancer specializing in video editing and graphic design under the name DoofDesigne. We are looking to update our logo, profile image, and cover image for our online platforms. Requirements: Logo: Modern and professional, reflecting our creativity and professionalism in video editing. Clear, memorable, and representative of our services. Profile Image: Integration of the new logo. Abstract design or AI-generated artwork, without my photo. Cover Image: Design coherent with the logo and profile ...

I'm looking for a skilled Excel professional to clean a text-based dataset for me. The dataset is not massive, but it's quite messy. The data cleaning task is relatively straightforward and basic. You'll have to perform operations such as removing duplicates and adjusting formats. Ideal Skills and Experience: - Proficiency in Excel: You should be comfortable working with large datasets in Excel, including applying formulas and functions. - Data Cleaning Expertise: Prior experience in cleaning text data is a major plus. - Attention to Detail: The devil is in the details; I need someone who won't overlook small nuances in the data set. Once the data is cleaned, I'll need you to carry out some basic analysis on it. This will involve running some sim...

I need assistance in copying text content from my smartphone and pasting it into the appropriate place. Key Requirements: - Copying text from my smartphone- The texts are not in a document but on my phone. A good understanding of how to copy and paste from a phone is essential. - Paste into the appropriate location- The text will need to be pasted into the correct place, whether it be a website, document, or elsewhere. Time Expectation: - I am looking for someone who can assist me part-time. This means the job doesn't need to be completed all at once. A longer-term arrangement is possible if the collaboration is successful. Ideal Skills: - Understanding of basic phone functions - Strong attention to detail - Ability to follow instructions accurately If you ...

I have a significant number of handwritten documents that need to be typed. The typed content will be used for data analysis. Key Skills and Experience: - Proficiency in accurate typing - Experience in handling handwritten materials - Strong understanding of data analysis Your role will essentially involve transcribing the content from these handwritten documents into a digital format. It is crucial that the data is typed accurately and with minimal errors. The typed data will be used for analysis, so the freelancer should ensure that the content is easily readable and properly formatted for data analysis purposes. This project is ideal for someone who has experience with data entry, accuracy in typing, and understanding of the importance of clean data for analysis.