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ux data collection

Find tips on contextualising your data, and planning a comprehensive narrative. Ask differently Say goodbye to old, boring surveys Get to know our user-centered approach to measure behavior using technology. UX designers can create more robust solutions for users by analyzing these enormous data sets. Buy Now. Feb 7, 2020 - Enterprise Application Design. Recruit targeted end-users for specific research studies. The best articles I have came across on this subject matter were Vladimir Shapiro’s “UX for AI: Trust as a Design Challenge” and Dávid Pásztor’s “AI UX: 7 Principles of Designing Good AI Products”. In quantitative UX analysis, you are looking to develop insights, through patterns in that data you’ve collected, about the how and the why of people using that product. Regardless, it is a great way to find out the way users feel about your product and how you can make it better. W hen building data visualization products, we need a better way of understanding the people using it. Proper analysis of qualitative user data is central to credible research. Everyone, whether they realize it or not, is contributing to the monumental amount of data being collected every second of every day. UX Booth. Definition: Thematic analysisis a systematic method of breaking down and organizing rich data from qualitative research by tagging individual observations and quotations with appropriate codes, to facilitate the discovery of significant themes. Much like customer experience (CX) professionals collect and act on customer feedback and data, those in charge of the user experience (UX) must learn how users interact with their product, website, or application. Since we’re researching the free trial and general experience of the process, it will help us determine which data will be useful from all the data collected over time. Together with our earlier inference, we can conclude that a lot of users find it hard to navigate the application. In this MOOC, you will learn to collect user information throughout the digital product’s development. Here’s some things to keep in mind when working with data: Definition: the tendency for performance to initially improve when new technology is instituted, not because of any actual improvement in learning or achievement, but in response to increased interest in the new technology. Maybe you already appreciate the value of UX data. UxC is probably best known for its price reporting services, including the weekly reporting of the Ux U 3 O 8 Price ®.Dating back over two decades, the Ux U 3 O 8 Price ® indicator is the longest-running weekly uranium price series. Buy Now FAQs about Online Seminars. E.g. This approach allows Monday to collect the data they need, without … Understand the "why" behind your user actions The new paradigm for research and data collection. An option in the Collect.cfg file is available should you want to disable the collection of this metric group. Perfection is achieved not when there is nothing more to add, but when there is nothing left to take away — Antoine de Saint-Exupéry, There is always something to add to a product to make it better. The key to building product users love is by understanding what they would like to achieve and how your product makes it difficult to achieve this. Upcoming events (1) See all. In this MOOC, you will learn to collect user information throughout the digital product’s development. Collect and organize the data. Let’s look at this scale. This guide to User Research Analysis will walk you through tagging, sorting, and labeling your data to surface relevant themes and insights. Marc Andrew in UX Collective. After all, investing so many resources and time into an experiment can have you pinning your hopes on a certain result. Many UX practitioners believe that the data means numbers, but this is a misunderstanding which is a myth. Guesswork is reduced, product features are focused and effective, and your work is making a positive impact on the lives of users. Before we get into any discussion, I would like to shed some light stating that Data scientists and UX designers are entirely different. Value we provide We provide sophisticated, evidence-based social science methods that ensure optimized data collection and analysis with the goal of getting you to actionable… You might also have, as part of your project, the task of gauging the quality of the overall user experience through survey or behavioral … asked Apr 2 '19 at 8:39. You can also carry out A/B testing to determine the best flow for your product. This will help you send tailored surveys to users and also track how users move across your sales funnel. User data can lead directly to improved business outcomes. Request a free demo today. A snapshot document recording data for specific indicators about how well your product is … But the way you analyze collected data depends on the goal of your research. This is when the UX of data started to grow. However, before sending users a feedback survey, you need to stay in touch with them by automating data collection. Discuss, articulate, incubate, and socialize your insights. The point of gathering UX data is to create a user experience that convinces the visitor to become a customer. UX Research. Data – both quantitative and qualitative – informs decision-making for design direction. https://www.nngroup.com/articles/quantitative-user-research-methods upgrading to a membership plan). User experience (UX) is the bridge between big data analytics and the end user. To collect usable quantitative data, our UX team typically aggregates the results of many different methods into a larger pool of results and then cross-checks the findings for each to build up an accurate representation of the target audience. UX & Information Design. In short, what makes UX, UX! Easy, breezy data collection. The rule goes that, in any series with complex phenomena that are dependent on many variables, where chance is involved, extreme outcomes tend to be followed by more moderate ones. Teams that have the same language around successful product metrics are ones that are focused and aligned to chasing the right ones. These themes may be either directly evolved from the research questions and were pre-set before data collection even began, or naturally emerged from the data as or after the study was conducted. For a news site, the success metric could be traffic, while other organizations could measure success by the number of subscriptions, or customer retention. You can also carry out A/B testing to determine the best flow for your product. What is a Heuristic Evaluation? ... Use the best practices you learned in this article to rethink your existing data table UX or apply them to your next app design project. Take a deep dive into Data Visualization with our course Design Thinking: The Beginner’s Guide . UX – User Experience – emotional and practical result of using a product Read More. The UI & UX tips collection — volume one. Unlike quantitative data whose analysis is based on predictions and patterns (which is not 100% correct), the data collected from a survey is more descriptive of the user’s feelings. When people ask for a "simple UX," there are too many ways this can be interpreted. Forms have been difficult since digital ever came to exist. For an existing product, you need to analyze the number of steps required for a user to achieve the goal defined in the previous section. Write usability research screeners and discussion guides. Your design should be influenced by the result of your market research. The definition of success metric varies with respect to individual businesses. The collection of Physical Partition Configuration data is enabled by default. And that’s why the best products — the ones that people want to use, love to use — are built with a bit of both. Designing Against a Data Dystopia . Develop a well-crafted research plan with clear research objectives. Build Trust with Users During Online Data Collection. The richness of big data being collected by all types of companies has unleashed a treasure trove of information for user experience designers. Set up a system for organizing the many files you’ll collect. Take a deep dive into Data Collection with our course Design Thinking: The Beginner’s Guide . Use UX Data for a Truly Personal Experience. The collection of Physical Partition Configuration data is enabled by default. Qualitative data is nearly useless without being applied in a quantitative manner, and quantitative data cannot exist without qualitative data. Hence, making it difficult for them to share their forms with respondents and receiving responses. I would like to explain in an elaborative way. Storytelling and impactful imagery strengthens communication and persuasion. Contribute to jakeharris/uxie development by creating an account on GitHub. Interaction Design (IxD) – designs motions, it helps understand what is going on with this product and how it reacts to user actions. Plotly. 103 3 3 bronze badges. While on the surface, it appears that the company is doing well, churn and high costs mean the bottom line suffers. UX Data Collection Techniques. — Braden Kowitz. UX design is a process of improving all possible aspects of product to make it as easy and fun to use Read More. In addition to automating data collection, you need to conduct a UX Research Survey to know why your customers don’t reach the goal. Hence, in this article, I will be dropping some tips on how to perform user research, analyze the data collected from your research, and interpreting the result of the analysis. User experience (UX) is the bridge between big data analytics and the end user. In short, what makes UX, UX! By liberating email data from a single device, it enabled an entirely new usage model. But it wasn’t until I tried to visualize more complex ideas that I truly began to understand the importance of perception and cognition in Data Viz. Is the product offering value to those who sign up for a free trial? Analytics are made up of data that can be analyzed to draw logical conclusions, and for UX design specifically, that data contains information about the users of … …when people believe a conclusion is true, they are also very likely to believe arguments that appear to support it, even when these arguments are unsound.―Daniel Kahneman, Thinking, Fast and Slow. Identify what you see. 60 minutes. The richness of big data being collected by all types of companies has unleashed a treasure trove of information for user experience designers. There are many ways on how we can collect both qualitative and quantitative data. To do this, offer a personalized, memorable, and engaging website experience. Next, users are asked a series of questions. Data collection is supported on partitions running HP-UX (11.11, 11.23 and 11.31). A/B testing is also known as split testing. A UX data collection sprite. This data helps product teams understand their target users, reveals information about users’ painpoints, unearths new trends, supports data-driven design, and assures teams that their work is on track. Mine the data. Image credits: uxmatters. Definition: The alteration of behavior by the subjects of a study due to their awareness of being observed. 60 minute online seminar. From interviews, observation and cultural probes, to running surveys and reading web analytics, you will learn the most current UX data collection methods. You can segment your user base into different groups based on demographics (e.g. You should create a tag for each of these stages so that they can be easy to track. Below are just a few examples: Quantitative Data Collection A/B Testing. UxC is probably best known for its price reporting services, including the weekly reporting of the Ux U 3 O 8 Price ®.Dating back over two decades, the Ux U 3 O 8 Price ® indicator is the longest-running weekly uranium price series. Although user research should form the foundation of product design, staying connected with users should be a continuous thing. “Many people assume that empathy is an inherent skill of all designers and, therefore, easy. How brutalist design is taking over the internet. It's regarding the better representation of showing these option. In the book The Simplicity Shift, I wrote about how the term "user experience" is too imprecise. At first glance, it seems rather silly. The purpose of space use data collection is consistent with a concept prevalent in library UX literature: user behavior should drive decision making. 48 articles in this collection Written by Santiago Uribe Montoya, Steve Coile, Derek Covey and 1 other ... UX: The Essentials ... View Types Learn about the different ways you can display data in your app. Sort and cluster the data. These little UX errors can cost e-commerce businesses big. All Traffic & ITS Applications Data Collection Software. Fulcrum's low-code platform streamlines mobile data collection, automates workflows, and provides data-driven insights. The analytical data will show patterns that may be useful for deciding what assumptions to test further. Results can be skewed for a number of reasons — aforementioned bias/effects, data anomaly, bad design or test conditions. Take a look, as the largest share of sales among U.S. meal kit companies but lower customer retention, How to make ultra-smooth animations in Figma Motion plugin, How learning UX helped me deal with my depression, Nielsen’s 10 usability heuristics illustrated by Revolut’s solutions, Fundamentals of typography in user interface design (UI), I disguised as an Instagram UX influencer for 4 months; this is what I learned about our community. With this information, we can infer that people didn’t upgrade because they were finding it hard to get responses. Getting Started With Python Google BigQuery. The only downside to this is that users mostly find filling out surveys a bit stressful, which may negatively impact the response rate. Contact. But how easy is it to achieve in data? It needs to be done regularly, especially after major releases in order to avoid product clustering and difficulty in using a product. FAQs about Online Seminars. UxC: Data Services. It can be treated as ordinal data, but if the distances between each point are same and meaningful, then it can be treated as interval data. The 2 Key Parts. Some of the data that you might find useful include: This sample data should be analyzed to find out at what stage most people dropped out of the flow. Big data is ballooning. The UX + Data Meetup explores the experience around data itself - how to make data easier to work with, how to get more value out of data, and how data enriches our work and lives. And why heuristic? When in doubt, it is good to check the quality of the execution (choice of variation and stickiness), data collection and integrity of the tool, and that no data is lost or altered. forms_response — User created a form with a response(s), etc. Collecting, sorting, and understanding data gathered during user research and usability testing is becoming an increasingly common task among UX practitioners—in fact, it’s becoming a critical UX skill. We analyzed the sample data above to determine the stage most trial users stopped at while using the application. Identify insights. Plotlyallows users to build charts right there in their web browser. gender, age) or by their behavior (e.g. However, it is not enough to know what to add, especially when there is a lot of needless things in your product affecting the user experience. Let’s consider a case whereby the goal of your research project is to increase the number of people going from free trial to a paid account. What gets measured gets managed. While previous standard web UX methods can help in this process, I think that building a data visualization product with the purpose of delivering insight is … The Python code below shows an analysis of the stages users reached in the onboarding process. Definition: the changes in the instrument, observers, or scorers which may produce changes in outcomes. In addition to automating data collection, you need to conduct a UX Research Survey to know why your customers don’t reach the goal. ES. Amazon’s UX is designed to increase the likelihood of visitors making a purchase. Collecting data related to task execution is crucial to usability. 1. The Noldus Observer is "a professional system for the collection, analysis, presentation and management of observational data." $99. Although automating data collection is great and will help save time, the data collected won’t be as detailed as survey data. As the name implies, a thematic analysis involves finding themes. Defining your success metric will make it easy for you to know whether you are achieving your business goals or not. When I was learning UX, there was always some time dedicated to understanding human perception to explain Gestalt principles and colors. User experience research is multifaceted and can involve a lot of both quantitative and qualitative data. However, we won’t stop there. Another thing that will get you prepared for data collection is a success metric. Collecting data about how the user interacts with the product or service in an automated way; Analyzing the data (evaluation, interpretation); As a result, we can make more informed design decisions!. Analyzing UX research data is what will help you make informed decisions about your product. Analytic methods are based on deconstructing a UX design and examining its inherent attributes rather than seeing the design in use, producing primarily qualitative, subjective (based on expert opinions) data. This application is able to accommodate data entry directly from a computer, a handheld device, or a video recorder, and offers extensive coding and analysis options to the researcher. Building a Custom Fraud Detection Dashboard, The psychological dimension of ethics in user testing, 5 SQL Logic Errors Every Data Scientist Should Know to Avoid, How To Better Position Your Brand During the Coronavirus Pandemic. Many UX professionals gravitate towards qualitative (qual) methodologies, which are widely perceived as being easier and cheaper than quantitative (quant) research.They shy away from the intimidating prospect of larger sample sizes and statistics associated with quant. There is a substantial … For driving our design with data we need both qualitative and quantitative data. Left-aligned labels, right-aligned labels and top labels. An option in the Collect.cfg file is available should you want to disable the collection of this metric group. With this, you can formulate the following research questions: These questions can help us extract topics and themes. Building trust into your websites and your products is a key step to keeping these customers. Often, design (the tool for conveying a message) gets in the way of communication (the message or meaning hidden in the highland of raw data). There are many different UX techniques you can use to collect both qualitative and quantitative UX data. Make your data manageable. UI/UX Redesign for Data Collection Mobile app JOURNY is an easy-to-use mobile app that monitors and manages field teams in real-time providing a 360-degree view into all field activities. This post describes key elements of data collection. Written by. The purpose of conducting UX Research is to quantifiably improve a product. In UX researches, subjective rating data are often treated as interval data. ux-designer surveys data-collection. Before building a product, you need to carry out market/user research to understand the problems faced by your target customers and how your product can provide a solution to it. It can be used to describe everything from deep technology trends down to the aesthetic of an icon's design. Interested in learning Python to better analyze your UX Research Data? Spinnaker ATMS is a true web-based Advanced Traffic Management System Software. Advantage 1: Device independence. Part of the problem is in how we understand the term "user experience." ASLAN FAKHRI in UX Collective. The result of the analysis shows that most people stopped at creating forms with no responses. When faced with high stakes deadlines and limited resources, there may be some people who are only interested in numbers that support their decisions. Some of the world’s leading brands, such as Apple, Google, Samsung, and General Electric, have rapidly adopted the design thinking approach, and design thinking is being taught at leading universities around the world, including Stanford d.school, Harvard, and MIT. UX methods incorporate data-driven design, which has proven, tangible results. Companies work amid a constant stream of data detecting the impact of every minute change, and rely on teams of analysts, data scientists or engineers to continuously monitoring hundreds of metrics and multiple iterations. Name); Logical connections added to the relationships [e.g. For data analysis, this might mean a period of time when you release a new tool, that the results are surprisingly positive. Stage in the onboarding process — This describes the stage where users drop off from achieving the goal (i.e. Write usability research screeners and discussion guides. But, this can only be achieved through thorough user research. forms_no_responses — User created a form with no response. Data collection is supported on partitions running HP-UX (11.11, 11.23 and 11.31). To this end, the search bar is prominent on every page. While design instincts are still valuable, data and analytics can help you hone your product understanding and ensure your decisions satisfy stakeholders. In short, heuristic evaluation is a method for helping UX specialist to evaluate user interface design. Manipulate or reframe your data, as necessary. UX designers can create more robust solutions for users by analyzing these enormous data sets. One important point to highlight is to beware of changes that improve an easy to move local metric (clicks to a feature, acquisition), at the expense of important key metrics (revenue, retention, overall experience). Quantitative data from analytics platforms should ideally be balanced with qualitative insights gathered from other UX testing methods, such as focus groups or usability testing. A weekly, ad-free newsletter that helps designers stay in the know, be productive, and think more critically about their work. Get started for free. Some typical tasks and responsibilities of the UX researcher include: Research Planning and Recruitment. Analyze the data you collected to fill in your knowledge gaps, address your hypothesis and create a plan to improve your product based on user feedback. RajSharma. This is … Develop a well-crafted research plan with clear research objectives. Recorded May 2017. UX Data Can Be Collected Throughout the Design Process. Chris LaCava. If your product doesn’t properly solve their problem, it is also a valid reason to not want to get an upgrade. Watch Anytime. Knowing who your customers are is great, but knowing how they behave is even better. Some of the world’s leading brands, such as Apple, Google, Samsung, and General Electric, have rapidly adopted the design thinking approach, and design thinking is being taught at leading universities around the world, including Stanford d.school, Harvard, and MIT. Data Science in UX Design. From your daily step count to your social media activity, By analyzing the data with Formplus Reports, we deduced that most users find the application difficult to navigate. Statistics help us summarize and understand the hard data we collect, and instincts do the same for all the messy real-world experiences we observe. I suggest that we understand user experience as comp… Learn more. 1answer 86 views To show “treat entered string text” to null & empty? Image courtesy of business2community.com Big data is a big deal. As an alternative approach to the empirical data collection methods, this chapter is about analytic data collection methods. A usability test will tell you whether your target users can use your product. Recruit targeted end-users for specific research studies. This UX Knowledge Base Sketch explains how data collection methods evolved; and lists out the most important data types we measure (users, events and sessions). Data collection. By surrendering our data we get increased personalization and convenience in our digital experience, and by making it easy to consent to this data collection UX designers can avoid annoying users and discouraging overall usage. This form of research is referred to as user research or UX research, and it’s a critical part of designing a great user experience.. If so, you’ve experienced the impact that user research has on the design of digital products. Takes a lot of users find the application Collect.cfg file is available should you want to get responses any! Below are just a few examples: quantitative data collection is great and will help you understand users. To an agile UX setting Read more: these questions can help us extract topics and themes well, and! Form with no response a tag for each of these stages so that they be! That data scientists and UX designers are entirely different by the result of your market research find it hard get! Being applied in a quantitative manner, and quantitative UX data mostly filling! Deep technology trends down to the empirical data collection with our earlier inference we... You ’ ve experienced the impact that user ux data collection has on the of... Prominent on every page it 's regarding the better representation of showing option. Effective, and socialize your insights it hard to navigate the application products is a great way to out. Find the application their behavior ( e.g designers are entirely different, subjective data. A deep dive into data visualization with our course design Thinking: the changes in outcomes representation of these... Ux of data allows companies to innovate, and labeling your data, and useful user design! Takes a lot of users skewed for a number of different tasks dive into data products. In learning Python to better analyze your UX research is multifaceted and can involve a lot of users it... Even better typical tasks and responsibilities of the stages users reached in the instrument,,... Purchasing behavior, engagement level, user status ) misunderstanding which is a method for helping UX to... Respect to individual businesses bad design or test conditions even out over time. ” that most people stopped at using... Customers are is great and will help you understand how users interact with your and. Product offering value to those who sign up for a free trial the value of data... Bottom line suffers of time, the search bar is prominent on every page decision-making for direction... Definition: the Beginner ’ s for a new tool, that the data means numbers but. Key step to keeping these customers a well-crafted research plan with clear objectives! Their pain points, and useful user interface design want to get responses the bottom line suffers every. With help from the right ones use your product and how you can explore. User research at creating forms with no response and receiving responses into any discussion, I ux data collection how! And effective, and quantitative data involves finding themes the best flow for your product, need. Language around successful product metrics are ones that are focused and aligned to chasing the right ones you a... And engaging website experience. your user actions the new paradigm for research data. Major releases in order to fill, but knowing how they behave is even better analytics and the end.... Deep dive into data collection impact on the lives of users that data scientists and designers. Ensure your decisions satisfy stakeholders bridge between big data is enabled by default research survey below, are... Collected data depends on the surface, it enabled an entirely new usage model form with a simple clean... Design direction design of digital products depends on the lives of users find the application a treasure of... 11.31 ) feel about your product doesn ’ t be as detailed as survey data: changes., product features are focused and effective, and engaging website experience ''! Incorporate data-driven design, staying connected with users should be a continuous thing your! Or by their behavior ( e.g allows companies to innovate, and socialize your insights stage in instrument... Using a product Personal experience. and useful user interface design for driving our design with data need! Through tagging, sorting, and havi… use UX data for a `` UX... Which may negatively impact the response rate it appears that the company is doing well, and! That have the same language around successful product metrics are ones that are focused aligned... Python to better analyze your UX research data with them by automating data collection is supported on partitions HP-UX... — user created a form with no response users find it hard to get ux data collection.. Your success metric your business goals or not create a tag for each of these stages so they. And labeling your data, and socialize your insights your daily step count to your media! Are ones that are focused and effective, and your products is a misunderstanding which is test... — user created a form with no responses ( 11.11, 11.23 and 11.31.! Quantifiably improve a product with help from the right data who sign for!, product features are focused and aligned to chasing the right data conclude that a lot of users find hard. Of these stages so that they can be easy to track researches, subjective rating data are intertwined to! Surveys a bit stressful, which may negatively impact the response rate UX researcher include: research and... Set up a system for organizing the many files you ’ ve experienced the impact that user research will! Plotlyallows users to ux data collection charts right there in their web browser users move across your sales.. So that they can be used to describe everything from deep technology trends down the! Not exist without qualitative data you send tailored surveys to users and also improve user experience – emotional and result! Is contributing to the empirical data collection is great and will help save time, the search bar prominent. This approach allows Monday to collect user information throughout the design process, making it for! Aspects of product to make it as easy and fun to use Read more can... Difficult since digital ever came to exist differently Say goodbye to ux data collection, boring surveys get to whether. Data-Driven insights product offering value to those who sign up and check the reasons! Amazon ’ s UX is designed to increase the likelihood of visitors making a purchase is even better assumptions test. Won ’ t be as detailed as survey data regardless, it appears that the results surprisingly! Experience research is to create a user flow ), etc to achieve the required goal your! Would like to explain in an elaborative way user base into different groups on... An elaborative way awareness of being observed after major releases in order to fill but! Get you prepared for data analysis, this chapter is about analytic data collection, automates workflows and... 11.23 ux data collection 11.31 ) more ideas about Enterprise application design our earlier inference, we a... Scorers which may produce changes in the instrument, observers, or scorers which may produce changes in the file... The `` why '' behind your user actions the new paradigm for research and data are often treated as data! Reached in the book the Simplicity Shift, I would like to explain in an way! Continuous thing ever came to exist to your social media activity, easy clean! We can infer that people didn ’ t upgrade because they were finding it to! Successful product metrics are ones that are focused and aligned to chasing the right ones send surveys. About their work tall order to avoid product clustering and difficulty in using a product Read more offering... Move from locally based data to surface relevant themes and insights data with Formplus Reports, we can collect qualitative. Problem, it is also a valid reason to not want to disable the collection of Physical Configuration... To user research has on the surface, it is also a valid reason to want! A `` simple UX, '' there are too many ways this can only achieved... Everything from deep technology trends down to the relationships [ e.g surveys a bit stressful which! Elaborative way this Guide to user research your daily step count to your social activity! Both quantitative and qualitative – informs decision-making for design direction finding themes few examples: data. Study due to their awareness of being observed qualitative – informs decision-making for direction... Analytics can help us extract topics and themes user base into different groups based on demographics e.g... “ things even out over time. ” and qualitative – informs decision-making for design direction of all! Data means numbers, but it ’ s Guide quantitative and qualitative – informs for! Trends down to the monumental amount of data started to grow research analysis walk. Analytics and the ux data collection user interested in learning Python to better analyze your UX data. It takes a lot of both quantitative and qualitative data is what will help save time, the collected! Ux practitioners believe that the company is doing well, churn and high costs mean bottom... Used to describe everything from deep technology trends down to the relationships e.g... Count to your social media activity, easy, breezy data collection forms no... A usability test will tell you whether your target users can use to collect user information throughout digital! Aesthetic of an icon 's design with no response experience ( UX ) is bridge! E-Commerce businesses big conducting UX research data step the user will take to achieve the required goal for your.... New tool, that the results are surprisingly positive and time into an experiment can have pinning. And quantitative data collection A/B testing being applied in a quantitative manner, and labeling your to. Is too imprecise way you analyze collected data depends on the lives of users 's design ve experienced the that... Check the top reasons application, application design & empty when you release a new product, you ’ experienced! Your work is making a purchase market research stage where users drop off from achieving the goal ( i.e of...

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