Extract data online directory jobs

...who is proficient in data analysis, visualization, and data science to work on an array of data types including financial, customer, social media, and pharma data. Key Tasks: - Data Analysis and Visualization: You will be given various sets of data which you will need to efficiently analyze and create meaningful visualizations. - Web Scraping and Automation: Knowledge in this area is desirable but not necessary. - Django Web Development: Again, not a necessity but would be considered a bonus. Objectives: - Efficiency Improvement: Assist in identifying areas of operational efficiency and suggest or implement changes accordingly. - Cost-Saving Opportunities: Use the analyzed data to identify potential areas for reducing costs. - Decision...

As a data-driven professional, I require an adept, meticulous individual to facilitate data collection via phone calls. Your role is fundamentally important to achieve an accurate understanding of the availability of various services in my research area. Key Responsibilities: - Making phone calls to extract informed data. - Identifying and collecting complex service availability data. Ideal skills and experience include: - Remarkable phone etiquette - Solid comprehension of data collection - Capacity to effectively gather complex data. - Professional conduct to represent my interests accurately. The apt freelancer will have proven experience in telemarketing and data collection, along with excellent communication skills. Your ...

I need a Python code to perform data analysis on text data sourced from tables. This project emphasizes the importance of being highly familiar with Python and its data analysis and text processing libraries. Key tasks: - Extract text data from tables - Perform comprehensive text data analysis Ideal skills: - Proficient in Python - Extensive experience with data analysis and text processing libraries - Familiarity with table data extraction - Strong understanding of text data analysis techniques and methodologies. I look forward to hearing from experts in Python data analysis. This is a chance to demonstrate your ability to solve complex data processes.

I'm seeking a professional programmer to help me create an effective Twitter bot. The main purpose of this ...should be able to scrape and analyze tweets from the past week. - The bot should be capable of differentiating between tweets based on their views to followers ratio and identify the 'most viral' one. Ideal Skills & Experience: - Proficient in creating Twitter bots. - Strong understanding of Twitter API and scraping tools. - Familiarity with tweet analytics and calculations. - Ability to extract and process data efficiently. The end goal of this project is to have a functional tool that can accurately pinpoint the most viral tweet of the week. It is essential that the developer is skilled at creating algorithms that can measure and compare the �...

I'm in need of a skilled data entry freelancer who can assist me in extracting and entering mixed data from various online sources. Your support in this task will be crucial for my data analysis project. Key responsibilities include: - Extracting mixed data from a range of different online sources. - Accurate and careful data entry to ensure quality and reliability. - Following specific guidelines to categorize and structure the data. The ideal candidate should have: - Proven experience with data entry and data analysis. - Familiarity with handling mixed data types. - Strong attention to detail and accuracy. - Excellent time management and ability to meet deadlines. Your assistance will be greatly valued i...

Need a proficient individual who can efficiently handle online form filling tasks. Ideally, you should have: - Strong attention to detail - Proficiency in using internet platforms - Experience with simple data input forms Although the forms involved do not call for complex entries and are fairly straightforward, it's crucial that the information is precise and accurate, as these will serve as foundation for undetermined purposes. The ability to adhere to instructions and meet deadlines will highly be appreciated.

Our SaaS site () is getting a bit old. We need an experienced designer/front-end developer to completely freshen i...freshen it up,We operate in the Web Scraping industry and would like our new site to stands out w.r.t. competition. We want a site that's easy on the eyes and presents our product offering better than how it is currently presented. Requirements =========== . New home page should have a section for testimonials/clients and a section for awards/review badges. . Each product (currently scrape and extract) have their dedicated page. Their illustrations need to be redone and the scrape page should have some icons/illustrations on top of each "Applications" box. . We need a new nav menu item for "Resources". The site footer section will also host...

I'm in need of a website that is secure and provides my clients with the ability to register and login. The key features of the site should be: - User registration - User login - User profile creation My clients should also be able to access an Excel file on our Onedrive cloud and extract pricing information from there. Finally, they should be able to submit their orders directly to us via email. This includes order details such as description, price, and delivery instructions. Additionally, clients should be able to attach relevant files to their orders. The ideal candidate for this project would have vast experience in secure website development, Microsoft Onedrive integration, and email integration. Familiarity with order processing systems would also be a key advantage.

I'm granting the opportunity to conduct an educational market research in UAE for my school directory platform. Overview: Our startup operates a school directory platform specifically designed to assist UAE families in finding and comparing schooling options for their children. We are committed to providing innovative solutions that help parents navigate the complex educational landscape with ease. To enhance our platform's effectiveness and ensure it meets the diverse needs of all families, comprehensive market research is crucial. This research will help us gain detailed insights into our target audience, the broader industry landscape, and our competitive positioning. Scope of Work: Market Statistics: • Collect up-to-date statistics on the UAE education s...

I'm granting the opportunity to conduct an educational market research in UAE for my school directory platform. Overview: Our startup operates a school directory platform specifically designed to assist UAE families in finding and comparing schooling options for their children. We are committed to providing innovative solutions that help parents navigate the complex educational landscape with ease. To enhance our platform's effectiveness and ensure it meets the diverse needs of all families, comprehensive market research is crucial. This research will help us gain detailed insights into our target audience, the broader industry landscape, and our competitive positioning. Scope of Work: Market Statistics: • Collect up-to-date statistics on the UAE education s...

...can help me with two specific aspects of my project: performing advanced data analysis and creating macros to automate repetitive tasks. Key Requirements: - Data Analysis: You should be well-versed in data visualization, statistical analysis, and data cleaning and manipulation. Your ability to extract insights from complex data sets and present them clearly is crucial. - Macro Development: You will be responsible for automating repetitive tasks in Excel, including generating reports, automating data entry, and creating efficient formula calculations. Your macros should be user-friendly and easy to maintain. Ideal Skills: - Proficiency in Excel, including advanced functions and VBA programming - Strong background in data analysis...

I'm seeking a Python developer who's proficient in web scraping to help me extract data from social media platforms. Key Responsibilities: - Develop and implement a Python script for web scraping data from social media channels. Deliverable: - The scraped data should be compiled and delivered in an Excel spreadsheet for further analysis. Ideal Candidate: - Proficient in Python with a strong background in web scraping techniques. - Prior experience in scraping data from social media platforms will be a big plus. - Ability to deliver the end results in an organized, neat and easily accessible format, such as an Excel spreadsheet. Please reach out if you think you're the right fit with the necessary expertise.

I'd like to extract the phone numbers of real estate agents from a particular website Key Requirements: - Extract agent contact information Ideal Skills and Experience: - Proficiency in web scraping - Experience with data extraction and automation - Strong understanding of data privacy laws and regulations Please note that the data is intended for internal use only and will not be shared with any third-parties.

I'm looking for a talented graphic designer who can create a minimalist logo that will enhance customer trust in my online brand. Key Requirements: - The design should be minimalist, subtle and clean. It must be elegant and not overly complex. - It should resonate with the modern, online audience, making it suitable for use on websites and social media. - The aim is to create a design that subtly but effectively builds trust with the audience. Ideal Skills and Experience: - Proven experience in creating minimalist logos that are successful for online platforms. - Strong graphic design skills with a keen eye for detail. - Understanding of branding and how a logo can impact customer trust. I believe that a minimalist design will be the most suitable for our need...

...can read and extract characters from digital/Mechanical meters. The purpose of this OCR system is to process images captured by cameras in real-time. The OCR system will be used for analyzing the data extracted from the digital meters, so a high level of accuracy is required. Key Requirements: - Develop an OCR feature that can accurately read and extract characters from digital meters - Implement the system to process images captured by cameras in real-time Ideal Skills and Experience: - Strong background in OCR technology, python, Tesseract, customized ocr readers, particularly with processing images from cameras - Experience in developing systems for specific industrial use cases is a plus electric meters, kwh meters etc. - Ability to handle a large a...

I'm seeking an experienced software developer to execute Single Sign-On (SSO) integration between Microsoft Active Directory and Office 365. Key responsibilities: - Implement and configure SSO - Ensure secure and seamless connection between Microsoft Active Directory and Office 365 Ideal candidate: - Extensive experience in SSO integration - Strong expertise in Microsoft Active Directory and Office 365 - Prior work in ensuring secure integrations and solving related issues. The aim is to provide users with a secure, efficient, and seamless experience. Your ability to deliver this on-time without compromising on security or performance will be the defining measure of success.

Looking for an expert who can develop an effective method for duplicating character equipment and gold cards in New Wonderland Online (HK), specifically for the PC platform. Key Requirements: - Must understand and have experience with MMORPG games, preferably "Wonderland Online." - Find an exploit to duplicate character equipment and gold cards simultaneously in the game. - Familiarity with WPE PRO or similar programs may be beneficial, but not mandatory as the old techniques associated with WPE Pro are no longer working. Please place your bid only if you're confident that you can solve this request. The game is relatively old, increasing the likelihood for success in the project.

I need a skilled professional to analyze a given trajectory in .xyz format and specifically extract the non-Gaussian parameter. i will help you to understand the work. Ideal Skills: - Experience in scientific data analysis and trajectory interpretation - Ability to extract non-Gaussian parameters - Proficiency in using tools for data analysis The task involves: - Analyzing the trajectory in .xyz format - Extracting the non-Gaussian parameter (specifically, the kurtosis, skewness, or other higher moments)

I'm seeking a data aggregator for a unique AI training project. Key Tasks: - Gathering text content from official website/source of the particular product/entity. - Focusing specifically on product descriptions, specifications, price and other attributes. Ideal Skills: - Basic searching skills - Able to follow given format of data collection - MS Excel or Google Sheets This project requires precision, and the information gathered will contribute to an AI's learning process. Accuracy in aggregation is, therefore, key.

...telecaller to help convert our online course platform's leads into paid customers. - Industry: E-commerce (Online Courses) - Course Types: Primarily Academic and Skill-based - Payment Model: Courses offered are both free and paid Your primary responsibility as a telecaller will be to reach out to potential customers. This will involve: - Explaining the benefits and value of our academic and skill-based courses - Convincing customers of the advantages of our paid courses, despite the availability of free ones The ideal candidate should have: - Proven experience in telesales or customer service, preferably in the e-commerce or online education sector - Excellent communication and persuasion skills - A good understanding of the academic and skill-based onl...

I need a comprehensive website created for my small handyman business which offers plumbing, electrical and carpentry services. Specific features the website needs to include are: - An online booking system that allows customers to schedule our services. - Detailed descriptions and visuals for each service we offer - plumbing, electrical, and carpentry. The ideal freelancer for this job would have experience building e-commerce websites, particularly with a booking feature. Proficiency in web design to accurately capture the essence of my services is also needed.

URGENT I'm in need of an experienced Laravel web designer to modify an online casino for added features and functionalities (10+ pages). The main purpose and color scheme of the website will be decided as we move forward with the project. Ideal Skills: - Expert in Laravel - Experience with large, multi-page websites - Can work with vague initial guidelines - Strong communication skills to help in defining the website's purpose and color scheme.

I am looking for a software solution to extract exam questions and answers from PDF files and organize them into an Excel spreadsheet. The extracted data should be structured such that each question is listed in one column, its corresponding answers are listed in subsequent columns, and each row represents a single question and its answers. Project Requirements: PDF/Doc Parsing: The software should be able to parse PDF/Doc files containing exam questions and answers. Extracted data should include the question text and its associated answers. Data Organization: Questions should be listed in the first column of the Excel spreadsheet. Answers should be organized in subsequent columns, with each answer corresponding to the respective question. The number of column...

As a creator of a personal development online course targeted towards mid-career individuals, I am seeking an experienced Affiliate Marketing Specialist. The goal is to promote my digital product while earning 50% commission from each sale. Essential skills and experiences include: - Proven track record in affiliate marketing - Experience in the personal development niche - Understanding the mid-career individuals demographic - Strong networking skills and the ability to build new relationships - Excellent communication and influencing skills Please only bid if you have the required skills mentioned and are ready to drive significant value for both of us.

Looking for a mascot for my business. I have attached examples of what I'm looking for, but it needs to be SIMILAR but DIFFERENT than these logos due to copyright. It just needs to be a black outline. A sun. With rays. Cute face with eyes defined (instead of a dot) Arms and legs. It needs to feel happy, empowering, and confident. It's going to be a mascot for my company. These might go on shirts as well as other materials. I've also attached my company logo so you can see the vibe. Please provide various versions of something similar. If you win, I'd likely pay you to create different versions/poses of the logo. Key Requirements: - Proven track record of creating minimalist designs - Strong aesthetic sense with an eye for detail

I am urgent...in need of a freelancer with skills in web scraping, data extraction and web crawling. Your task will be to gather specific information from an online directory of race events throughout the world. Key Responsibilities: - Set up a weekly automated web scraping process. - Extract and deliver the following data points: Event name, Event date, Event location, online registration page, contact form page, and contact information along with some other info that we can grab. Required Skills and Experience: - Proficiency in web scraping and data extraction. - Capable of setting up an automated weekly process. - Ability to perform the task ASAP. - Strong attention to detail to ensure accuracy of information. Please note that timelin...

Seeking a reliable part-time QuickBooks Online expert to perform recurrent tasks on a weekly basis. Primary responsibilities include: - Reconciling accounts - Running financial reports - Performing data entry and categorization Ideal candidates should have proficient knowledge and hands-on experience with QuickBooks Online. Engagement, reliability, and detail-orientation are essential attributes for success in this role. Prior experience in accounting and bookkeeping will be advantageous. Goals of this project include maintaining precise financial records, improving our financial transparency, and making insightful business decisions based on accurate reports. Your diligence and expertise are key to achieving this.

Customize the front end according to the references below. In your proposal, describe how and what you would customize to make it more attractive. Share references of similar work that you have already done along with your proposal.

...survey designs to create four separate variations of an existing survey. - The base survey: You'll be working from an already designed survey, Version A. - Required format: These should be online versions to ensure ease of data collection and interpretation. - Unique aspect: Each version needs to have different instructions. The ideal freelancer should have proficiency in designing online surveys and an understanding of survey methodology. Your task will be to create unique and clear instructions for each survey version while keeping the questions identical. It is crucial to ensure data is kept separate for each version for individual analysis. Any experience in social or market research or a similar field will be a great advantage. Thi...

I'm looking for an expert in Azure services to provide me with a detailed costing estimation for hosting my C# API. Key Requirements: - I'd like to understand the pricing structure for hosting my API. It currently receives less than 10,000 requests per month. - An additional level of expertise in Azure services, particularly Azure Database Services, Azure Logic Apps, and Azure Active Directory would be beneficial, as it may be relevant to my project. Your task will be to analyze the current setup and provide a comprehensive estimation of the costs involved in hosting my API on Azure services. The ideal freelancer will have knowledge and experience in Azure services, particularly in hosting APIs, and be able to provide a clear and detailed breakdown of costs.

We're looking to automate our timesheet comparison process. Our current timesheet data is in two online platforms and the automation workflow needs to run on a weekly basis and compare the 2 timesheets. Key Tasks and Requirements: - Create a data entry automation flow that will extract data from our current online platforms. - The data has to be extracted for 2 pay periods from platforms - 1st to 15th and 16th to End of Month for every month. - compare the 2 data sets by employee and date. if there is a mismatch, it needs to be flagged. - send email to the employee and reporting manager about the mismatch. - send highlevel email to operations head about all mismatches so that he can followup with the managers. - Schedule t...

I am looking for a person who can help me in applying jobs online, specifically on LinkedIn and other online platforms. If you have some understanding in online job application processes and can help with applying jobs based on resume/profile. I will provide the resume and logins for the profile.

I'm looking for an experienced Wikipedia editor to create a page for my ...company. We already have a website so the information will be derived from there. The page should be a basic summary of the company, highlighting our key offerings and what distinguishes us in our industry. It should be well-researched and comply with all Wikipedia guidelines. The ideal candidate will have: - Proven experience in creating Wikipedia pages for companies - Strong research skills to extract relevant information from our website - Excellent writing skills to summarize the information in a concise and engaging manner - Comprehensive understanding of Wikipedia guidelines and policies If you have experience with similar projects, please provide examples of your work. Looking forward to he...

I'm looking to develop an e-commerce website for my boutique. The primary objective of this project is to create an online platform where I can list my products and show customer what we can make and sell my boutique products directly to my customers. website should be converted to mobile app. refer sample : Key Features: - The website should be designed to effectively showcase and sell less than 50 products - Seamless integration of Credit Card, PayPal, and UPI payment gateways is essential - A sleek, modern, and user-friendly website design is crucial - The website should provide a smooth customer experience from product browsing to final purchase -It should give admin form to fill details of user and give form for customer to provide details.

I'm looking for a skilled data scraper who can help me extract contact information from Website 1 and deliver it in Google Sheets. Key Requirements: - Scraping: The primary task is to scrape contact information from Website 1. - Data Delivery: I prefer the scraped data to be delivered in Google Sheets. Ideal Skillset: - Web Scraping: A strong understanding of web scraping techniques and tools is essential. - Data Handling: Proficiency in handling and organizing data in Google Sheets is preferred. Please ensure that you have prior experience with similar projects and can provide a sample of your work for review.

I'm looking for a skilled journalist who can write and publish an article in the Times of India / ET/ DNA/ Hindutan times/ ANI etc (reputed online paper). The focus of the article should be on the API & Chemical industry. Requirements: - Prior experience in journalism, with a track record of published work. - Familiarity with writing about complex topics, such as the API & Chemical industry. - The ability to engage readers and communicate effectively. - A good understanding of the Times of India's target audience and editorial style. Please include past work in your proposal. This should demonstrate your ability to write engaging, informative articles on technical subjects.

I'm in need of a meticulous data entry specialist who's comfortable working with legal documents. The project requires manual data entry from physical documents into online forms. The task involves a significant amount of data to be accurately transcribed, so attention to detail is crucial. Key requirements: - Proficient in data entry - Comfortable working with legal documents - Attention to detail - Meticulous and organized - Able to accurately transcribe large amounts of data from physical documents into online forms It's important that the freelancer I hire is detail-oriented and has experience with handling sensitive data. The successful candidate will ensure all information is entered accurately, maintaining the ...

I'm currently facing issues with SEMRush's ability to recognize certain existing directories. The directories tha...Yellow Pages. Here are the details: - Handling Missing Directories: SEMRush has been failing to recognize certain directories that already exist. It's crucial this gets resolved so SEMRush data is accurate and complete. Ideal skills and Experience: - Deep Knowledge of SEMRush and its suite of tools - Prior experience in diagnosing and resolving SEMRush issues - Understanding of directory management on Google My Business, Yelp, and Yellow Pages and more - Strong problem-solving skills and attention to detail. This task requires an efficient and accurate resolution. Your expertise in SEMRush and directory management will significantly co...

...Employee Directory: A comprehensive directory of employees with their contact information and department details. - News and Announcements: A section to post company-wide updates, events, and news. - Document Sharing: A secure platform for sharing and collaborating on important documents and files. Design: The design of the portal should be corporate and professional, reflecting our company's ethos and brand image. Clean lines, professional color schemes, and intuitive layout are key to ensuring this portal is both functional and visually appealing. Skills and Experience: - Proven experience in developing intranet portals - Proficiency in UX/UI design for corporate environments - Knowledge of secure document sharing and access protocols - Ability to integrate emplo...

I am seeking a skilled freelancer to manage my MLS listings. Your responsibilities will include: Propli task: New Development upload Requirements: we are looking for a data entry team to upload and update the details of new development constructions project on the Costa del Sol (southern Spain) As a starter project, we will provide you access details to one developer’s website (Nvoga) where they have 11 different projects listed. Your “intro” job will be to extract the information from the “Salvia” development (No.3 on the page) in that site and insert it into our site. We have also provided a few videos showing a complete walk-through of the process 2 of the projects which you should be able to use as a reference. Once we have checked that ...

I'm looking for an expert web developer who can support me in creating an all-in-one online gambling platform providing a range of gambling activities. Key Features: - Sports betting - Casino games - Poker Payment Methods: Our site must be able to support various forms of payments, including: - Credit/Debit cards - E-wallets - Cryptocurrencies Target Audience: Our platform should cater to: - Casual Gamblers: The platform should be user-friendly and cater to individuals who gamble occasionally. - High Rollers: A premium, personalized touch is needed to attract and retain high-value players. - Sports Enthusiasts: The sports betting feature should be comprehensive, capable of attracting true fans. Skills and Experience: - Experience in developing gambling websites - Kno...

Crawl, extract, build and publish all Docker Hub, , GitHub, BitBucket, GitLab, Snapcraft, Flatpak, AppImages, DC++, eMule, BitTorrent and SoulSeek as deb packages (APT repository), from ISO, container images, and source code files. Also will run a web server. More details: Is this project for business or personal use? Personal What information should successful freelancers include in their application? Detailed project proposals How soon do you need your project completed? No time limit

It will crawl and extract all itags from all images from Docker Hub, , AWS ECR Public Gallery, Snapcraft, Flatpak, AppImages, Bundles, BitTorrent, EDonkey2000, SoulSeek and DC++, and it will build and publish deb packages (as APT repository), and it will also run a web server. More details: Is this project for business or personal use? Personal What information should successful freelancers include in their application? Detailed project proposals How soon do you need your project completed? No time limit

It will crawl and extract all itags from all images from Docker Hub, , AWS ECR Public Gallery, Snapcraft, Flatpak, AppImages, Bundles, BitTorrent, EDonkey2000, SoulSeek and DC++, and it will build and publish deb packages (as APT repository), and it will also run a web server. More details: Is this project for business or personal use? Personal What information should successful freelancers include in their application? Detailed project proposals How soon do you need your project completed? No time limit

I'm in need of a very simple and lightweight website that is able to display PDF files and perform a variety of functions on the extracted text. Key Requirements: - Display PDF files: The website should have a viewer that can display PDF files. - Extract OCR text from PDF: The website should be able to extract and display text from PDFs that have FRACTUR font. - Translate OCR text: The extracted text should be automatically translated to Polish. - Text input: The website should also feature a text box where users can input text. Ideal Skills and Experience: - Proficient in web development and PDF handling. - Experienced in OCR text extraction. - Familiar with translation APIs for automatic translation. - Strong understanding of UX/UI for implementing a user-friendly te...

I'm looking to collaborate with an experienced SharePoint Online professional with an in-depth understanding of SharePoint settings and configurations. The core of the project is to develop a high-level overview documentation covering critical configurations of my SharePoint tenant. Specific tasks will include: -Documenting all the settings and configuration available in SharePoint online via UI or PowerShell (Get-SPOTenant) Although no specific areas were singled out, the project's success hinges on the comprehensiveness of the documentation, therefore, a good understanding of SharePoint Online platform is crucial. Prior experience in technical writing and familiarity with SharePoint settings will give freelancers an edge in this project.

I need a professional SEO expert who has a track record of success optimizing e-commerce stores. My online store has poor SEO performance and I'm aiming to: • Improve the SEO performance in major search engines including Google, Bing, and Yahoo, and • Drive massive organic traffic, remarkable SERP rankings, and boost sales and conversions. Your expertise should include thorough knowledge of search engine algorithms, extensive experience in keyword research, SEO audit, backlinking, and other strategies that optimize SEO. If you have a proven track record in SEO optimization, including increasing organic traffic, improving search engines rankings, and boosting sales, I'm interested in hearing from you. Please include specific results from past work in your propo...

I am searching for an experienced web developer to build an online platform for Hindu pujas. The main function of this platform is to allow users to book individual pujas in advance. Although live streaming functionality is not needed, the platform should be designed with user engagement and interactivity in mind. Key Requirements: • Development of an advance booking system • User-friendly interface • Secure payment integration Ideal Skills and Experience: • Proven experience in web development • Familiarity with advance booking systems • Previous work on religious or cultural platforms is a plus. Please elaborate on your relevant experience and suggest possible strategies for platform development. I look forward to partnering with you to bring t...

...wanna create script in extracting or scraping the subscriber data from a large Telegram channel and groups. The ultimate goal is to invite these subscribers to my own channel. Key Results: - Extract or scrape customer data from specified Telegram channels or Groups. - The type of data required is mainly (phone number - user) - Extracting data from private channels or groups - Provides a complete list of extracted customers - Ensure customer data is ready to easily import into my channels for invitations Ideal Skills & Experience: - Proficiency in web scraping tools and techniques - Experience with Telegram algorithms - Experience with Telegram API or similar platforms - Proven track record in handling and managing large amounts of data...

As a dynamic business, our aim is to create an interactive website with a primary focus on serving our diverse range of c...interactivity above all. Key project requirements: - Development of an engaging, user-friendly business website - Inclusion of an online booking feature for user accessibility - Construction of an appealing interactive design to keep users engaged and ensure easy navigation Ideal freelancer: - Proven experience in business website design and development, and online booking systems - Expertise in interactive design to create a user-friendly environment - Strong understanding of B2B and B2C digital experiences. We're excited to work with a creative professional sharing our vision for a bridge between businesses and their audience via an intera...