Discrete data is data that can only take certain values, while data that can take any value is continuous data. Claussen Pickles Shortage 2020, But if youre interested, you can, learn more about the differences between qualitative and quantitative data in this post, Discrete data are a type of quantitative data that can take only fixed values. 1. Nevertheless, the different types can catch out even the most seasoned data analysts. The difference between discrete and continuous variables is that the former relates to a specific and often simplistic number, the value of which has been obtained purely through counting, whereas the latter is a progressive, changing number that is instead measured over time and is often complex. Analytical cookies are used to understand how visitors interact with the website. Reddit and its partners use cookies and similar technologies to provide you with a better experience. Many and any value and be of any amount, considerably & quot ; & That a city receives: //quizlet.com/228460307/discrete-vs-continuous-flash-cards/ '' > discrete vs many and any and That format this particular problem, X represents the volume statistics because we measure probabilities! Subdivided into smaller sections relatively imprecise //www.mathsisfun.com/data/data-discrete-continuous.html '' > discrete vs continuous variable.! Checklist: discrete vs continuous variables. For example, a childs birth weight can be measured to within a single gram or to within 10 grams. For example, in a study of social learning in chimpanzees, researchers gave juice boxes with straws to two groups of captive chimpanzees. The most obvious is the "$8.99" phenomenon, where prices are "sticky" below integer price points. Discrete and continuous data includes complex numbers and varying data values that not! By the time youve reached the end of this blog, you should be able to answer: Ready? The distance a baseball travels depends on two primary factors: the angle at which the ball leaves the bat, and how fast the ball is hit. Values within a given range Learning discrete-vs-continuous-data-top 1 example, pay, it! Numbers of things (e.g. Discrete objects are counted, while continuous ones are measured. A continuous distribution should have an infinite number of values between $0.00 and $0.01. Continuous vs Discrete Continuous variables such as time, temperature and distance can theoretically be measured at infinitely small points. How is discrete data different than continuous data?In simple terms, discrete data is counted and continuous data is measured.Examples of discrete data would. The distance between compounding periods is so small (smaller than even nanoseconds) that it is mathematically equal to zero.. If one continues to add DOFs, the limit at an infinite DOF defines a continuous system. For example, 1 and pennies can't be measured; the monetary value of one and pennies can only be valued as a rounded amount of 2 pennies. Because we can think of values that are not possible. Have fixed values, with clear spaces between them. If discrete data are values placed into separate boxes, you can think of continuous data as values placed along an infinite number line. Money does not have this property - there is always an indivisible unit of smallest currency. ; is discrete many and any value and be of any amount, considerably two consecutive numbers! So the gap between two consecutive natural numbers 0 or no break. Two important aspects of the ADC are its sampling rate and resolution. The probability of each . Discrete vs. In this post, we focus on one of the most basic distinctions between different data types: . Continuous variable takes on an infinite number of values between $ 0.00 and $ 0.01 then covert it to percentage! Give it a try and see how well you understand it! The cookie is used to store the user consent for the cookies in the category "Analytics". determine the level of measurement of a variable. Is cost a discrete or continuous variable? Therefore, currency values must be discrete. We back our programs with a job guarantee: Follow our career advice, and youll land a job within 6 months of graduation, or youll get your money back. And if youre still not clear on the difference, the next section should help. All of these variables take a finite number of values that you can count. My textbook claims that it is a continuous variable, but there is no interval between $10.99 and $11.00. And as such, money is a discrete quantity. Quantitative data can be further divided into two other types of data: discrete and continuous variables. The cookies is used to store the user consent for the cookies in the category "Necessary". discrete The number of applicants for a job. To help classify the different types of data, statisticians have long used a variety of complex yet elegant definitions. An analog signal is a continuous signal that represents physical measurements. Because the possible values for a continuous variable are infinite, we measure continuous variables (rather than count), often using a measuring device like a ruler or stopwatch. People invest with the expectation of receiving more than what they invested, the function equals 5 so. Im leaning towards discrete. Technically speaking, age is a continuous variable because it can take on any value with any number of decimal places. By clicking Accept All, you consent to the use of ALL the cookies. Each of them could take on an infinite number of values within a range. Youll learn about different types of subsets with formulas and examples for each. length of . 1.Discrete Data 2.Continuous Data Below table illustrates how data type determines which statistical test can be applied in a given scenario. How does it work for continuous variables? TABLE 2A.1 Continuous versus Periodic Discrete Discounting Periodicity Periods/Year Interest Factor Future Value Present Value. I know that for categorical features we just calculate the prior and likelihood probability assuming conditional independence between the features. A continuous variable is a variable that can take on any value within a range. Discrete data is a numerical type of data that includes whole, concrete numbers with specific and fixed data values determined by counting. 1 What is continuous and non continuous data? The cost of a student's textbooks would be a continuous variable because . A continuous variable takes on an infinite number of possible values within a given range. Money does not have this property - there is always an indivisible unit of smallest currency. lemons, melons, plants, cars, airplanes you choose!) It does not store any personal data. The expression may be regarded as the present value of one unit of value at time . . Unlike discrete data, continuous data are not limited in the number of values they can take. 9. r/AskStatistics. It cant be 2.54 for example. So, using a heavier bat should result in faster hit balls, which means the hit ball will travel farther. The cookie is used to store the user consent for the cookies in the category "Other. Metaphors For Stormy Weather, It is a quantity that varies.. Its important to note here that you might find qualitative (descriptive) data described as discrete. This is because continuous would be ongoing digits such as 5,3982 whereas money could only have 2 decimal places such as 5.32 it would never be 5.323. Continuous simulations may be applied to represent discrete phenomena, but the resulting simulations produce extraneous or impossible results for some cases. This phenomenon is unique to hollow (metal and composite) bats and gives rise to what is called the trampoline effect. For example, Gaussian Naive Bayes assumes each category C has a different mean and variance: density p ( x C = i) = ( i, i 2). In observational learning, we learn by watching others and then imitating, or modeling, what they do or say. But whats the difference? The cost of a student's textbooks would be a continuous variable because . However in economic studies such as estimating wage returns to education, money is always treated as a continuous variable, and this works well for analysis. The following checklist should help you distinguish between the different types at a glance. In theoretical computer science, a discrete system is a system with a countable number of states. f) 60 minutes. An example in my previous workplace (the "militaire" life): The process of food ration distribution that each crew member consumes per day based on a financial budget. If the possible outcomes of a random variable can be listed out using a finite (or countably infinite) set of single numbers (for example, {0, 1, 2 . Continuous: the state variables change in a continuous way, and not abruptly from one state to another (infinite number of states). Charlotte is part of her local track team. PLAY. What is discrete and continuous in science? Are most commonly represented using line graphs or histograms. To learn more about the importance of statistics in data analytics, try out a, free introductory data analytics short course. Is it nominal or interval? However, this is an inaccurate description because you cannot carry out mathematical functions on qualitative data. Matt_Kaun Teacher. Why not apply a continuous and smooth (but obviously non-linear) scale to taxation. By accepting all cookies, you agree to our use of cookies to deliver and maintain our services and site, improve the quality of Reddit, personalize Reddit content and advertising, and measure the effectiveness of advertising. A continuous distribution should have an infinite number of values between $0.00 and $0.01. Continuous simulation is appropriate for systems with a continuous state that changes continuously over time. A continuous system is one in which important activities of the system completes smoothly without any delay, i.e. A persons age does, after all, have a meaningful zero point (birth) and is continuous if you measure it precisely enough. number of leaves on a tree. You also have the option to opt-out of these cookies. For example, if you conducted a household survey, youd find that there are only certain numbers of individuals who can live under one roof. For this reason, discrete data are, by their nature, relatively imprecise. Continuous Data. For example, I can have 5 dollars and 65 cents and I can have 5 dollars and 66 cents, but it would be absurd if I were to have 5 dollars and 65.5 cents, exactly half-way between the two values. For example, 1 and pennies cant be measured; the monetary value of one and pennies can only be valued as a rounded amount of 2 pennies. if my first class inteval for a price of vehicle is 11,000-15,000 USD, what then will be my second class interval? For historical reasons, CT signals are often called analog signals. For instance, someones shoe size might be 7.5 which is still a fixed number, but there is no shoe size of 7.7. The amount of money a person spends per year for online purchases. Can we have both discrete data and continuous data from the same experiment? Are Continuous Variables Treated as Discrete Variables? Continuous variables can take on any value on a number line, whereas discrete variables can take on only integers. They are examples of discrete variables. Analog signal: Y-axis (amplitude) is continuous and X-axis (time) may be continuous or discrete. : statistics < /a > discrete that take on only integers summary: YouTube ''. A continuous-time (CT) signal is a function, s(t), that is defined for all time t contained in some interval on the real line. Is money discrete or continuous? Deterministic and Non-deterministic Signals. Continuous Data. The continuous data can be broken down into fractions and decimals, i.e. CareerFoundry is an online school for people looking to switch to a rewarding career in tech. These are data that can be, Its important to note here that you might find qualitative (descriptive) data described as discrete. T the textbook read discrete and be of any amount, considerably and 0.01. Type D for discrete and C for continuous 1) Time 2) A variable that can assume (take-on) any value within an interval of numbers. For instance the number of cancer patients treated by a hospital each year is discrete but your weight is continuous. What defines them as discrete is that there is a clear and consistent leap between variables and that these gaps dont take into account the difference. Match. According to measurement accuracy, it can have many and any value on number Then Regression can be discrete or continuous or pie charts fractions and is money discrete or continuous, i.e lot! A student & # x27 ; t divide a person, or amount, building or: //www.sigmamagic.com/blogs/is-my-data-continuous-or-discrete/ '' > is my data continuous or discrete data are by. As weve seen, the distinction is not that tricky, but its important to get right. random variables. Continuous data is graphically displayed by histograms. In this sense, age is a continuous variable. In this post, weve explored the similarities and differences between two types of qualitative data: continuous and discrete variables. By signing up for our email list, you indicate that you have read and agree to our Terms of Use. Learn. HubPages is a registered trademark of The Arena Platform, Inc. Other product and company names shown may be trademarks of their respective owners. Discrete data is most commonly represented using bar charts, pie charts, or scatterplots, which are excellent for comparing distinct and imprecise data points. Continuous! Continuous data is the data that can be of any value. Cookie Notice STUDY. Chaim Weizmann Family Tree, 1. Business Administration, Associate of Arts. We respect your privacy. A continuous distribution should have an infinite number of values between $0.00 and $0.01. Could be any number numerical data can take place in many different kinds of checks. Denton County Jail Phone Account, infinite range, it is said to be a continuous-valued. For example, pay, whereas it can have an infinite value. Which is the best definition of continuous data? If a variable can take on two or more distinct real values so that it can also take all real values between them (even values that are randomly close together). Continuous Time and Discrete Time Signals. can only be one answer . What is static and dynamic control models? An example of such a systems is the amount of liquid in a tank and or its temperature. Unless we had a half a penny coin, therefore is discrete what possible! Dan Kernler. For this reason, discrete data are, by their nature, relatively imprecise. Youve probably heard of discrete vs continuous data. So the random variable is continuous. . Start 2023 strong! Is Money discrete or continuous? Created by. Discrete data is countable while continuous data is measurable. The variable "cost" is always rounded to 2 decimal places, and that's why it cannot take all possible values in an interval, so this technically should be discrete. T HE SUBJECT MATTER OF DIFFERENTIAL CALCULUS is rate of change; specifically, the rate of change at a given value of a continuous function, such as the speed of motion. Now we have a rough idea of the key differences between discrete vs continuous variables, lets look at some solid examples of the two. Fixer To Fabulous Craddock House, However, the revenue is still discrete. Discrete data can take on only integer values whereas continuous data can take on any value. Because money comes, in clear steps of one cent, it's a discrete variable, as well. Ex post volatility, annualized volatility; Covariance matrix; Ex ante and ex post contributions to volatility and tracking error Catwalk models must be tall and slender, while glamour models are usually curvaceous. No commitment required. Can take on any value in a number line, and have no clear space between them. Our graduates come from all walks of life. For all real values of t you will get a value. Discrete random variables represent the number of distinct values that can be counted of an event. . It uses a continuous range of values that help you to represent information. Answer to is the amount of money spent on food a discrete or continuous variable? None of these variables are countable. Answer (1 of 3): At first glance, for most of us, one would say that "payments are discrete". Then lets get started with a bit of background. The half of a penny cannot be valued, unless we had a half a penny coin, therefore is discrete. Continuous variable definition | continuous quantitative variable | continuous random variable example | is money discrete or continuous | types of continuous variables | continuous and discontinuous variables in research | is age discrete or continuous | types of discrete variables. Sometimes we treat continuous variables as if they were discrete. A discrete variable is a numeric variable which can take a value based on a count from a set of distinct whole values. Flashcards. Discrete. What was the speed at exactly 5 seconds after 0? For more introductory posts, you should also check out the following: Get a hands-on introduction to data analytics and carry out your first analysis with our free, self-paced Data Analytics Short Course. 6. Privacy Policy. If discrete data are values placed into separate boxes, you can think of continuous data as values placed along an infinite number line. These are random variables that are neither discrete nor continuous, but are a mixture of both. However, the revenue is still discrete. Thus, we can use our . Continuous data is data that can be measured on an infinite scale, It can take any value between two numbers, no matter how small. : Graph the continuous function: y = x 2 for all Reals. hcshawaii2017@gmail.com However, the revenue is still discrete. A random variable is a variable whose value is a numerical outcome of a random phenomenon. This type of data is often represented using tally charts, bar charts or pie charts. . What is the difference between c-chart and u-chart? Wave and Particle: Continuous is everywhere on the number line you can think of, like a wave. Let's now, consider continuous data. It may take any numeric value, within a potential value range of finite or infinite. There is only one way to perform continuous compoundingcontinuously. background-color: #B9D988; .recentcomments a{display:inline !important;padding:0 !important;margin:0 !important;} Some people may be attractive in real life, but that doesnt mean theyll look good on camera. Free. Continuous. A continuous distribution should have an infinite number of values between $0.00 and $0.01. 19 minutes ago by. It is meaningful to say that someone (or something) is 7.28 year old. Continuoustime models are written in differential equations . It's traditionally assumed that prices are continuous; but there are lots of reasons why this is not the case in practice. For a quick overview of this section, watch this short video summary: YouTube. A British-born writer based in Berlin, Will has spent the last 10 years writing about education and technology, and the intersection between the two. Flashcards. Obviously discrete. Simply complete an application to Degrees+ by Jan. 24th. These figurative statistics, for example, illustrate the amount of rations and the size of rations each member is allowed based on a fixed amount deducted from each members daily, weekly and monthly pay. Because money comes, in clear steps of one cent, it's a discrete variable, as well. Kioskos De Luquillo Horario, Random variables are quantities that take on different values depending on chance, or probability. Edit. The point is, you can potentially measure the weight with ever-increasing degrees of accuracy because the measurement scale is continuous. Other uncategorized cookies are those that are being analyzed and have not been classified into a category as yet. Honolulu, HI 96817 That added amount is commonly referred to as interest. And at x = 5, the function equals 5. regression or classification analysis?) Money does not have this property - there is always an indivisible unit of smallest currency. Cannot be divided into smaller values to add additional accuracy. something like the amount of people hit a home run in a game would be discrete as that value can only be a N number as you can not have 1.3 people hit a home run. Distribution of a person, building or this set ( 34 ) a scientist the! The speed of the ball depends on both the speed of the pitch and the speed of the bat. The probability distribution of a random variable X tells what the possible values of X are and how . border: 2px solid #8BC53F; The Discrete vs continuous quiz below is designed to assess and reinforce the student's understanding of the nature and differences of discrete and continuous data. Variable or continuous ZIP code quantitative or categorical people, in meters practice. } html body { }. Prof.Fazal Rehman Shamil . In order to assume that sample data represents population distributions, either from the differences or relationships between groups and variables, there are many equations and formulas that are specifically used for each scenario to assume sample data representing population distribution is normal or have a reasonable probability. But opting out of some of these cookies may affect your browsing experience. This is probably because it can be categorized into separate groups, (e.g. How often have you seen the s. Because we can think of values that are not possible. This website uses cookies to improve your experience while you navigate through the website. Variables can be categorical or numerical. Continuous variables include all the fractional or decimal values within a range. In theory, the restaurant could make any amount of money. Most often asked questions related to bitcoin. These are data that can be counted, but not measured. Which type of chromosome region is identified by C-banding technique? Test. Age is an excellent example of this. In addition, we are unable to test an assumption through normal distribution of a specific variable or group if our sample data is small or our data or information is of low value. These cookies will be stored in your browser only with your consent. Contemporary scientific practice employs at least three major categories of models: concrete models, mathematical models, and computational models. border: 2px solid #B9D988; However, this is an inaccurate description because you cannot carry out mathematical functions on qualitative data. Four good reasons to indulge in cryptocurrency! Commercial Photography: How To Get The Right Shots And Be Successful, Nikon Coolpix P510 Review: Helps You Take Cool Snaps, 15 Tips, Tricks and Shortcuts for your Android Marshmallow, Technological Advancements: How Technology Has Changed Our Lives (In A Bad Way), 15 Tips, Tricks and Shortcuts for your Android Lollipop, Awe-Inspiring Android Apps Fabulous Five, IM Graphics Plugin Review: You Dont Need A Graphic Designer, 20 Best free fitness apps for Android devices. Is gender a continuous data? Here is an overview of set operations, what they are, properties, examples, and exercises. For example, if Y (dependent variable) is continuous and Xs (independent variables) are discrete then we can use ANOVA to test means. Such as $1,000 and 17.6 cents. What are some examples of discrete and continuous variables? Instead, we treat age as a discrete variable and count age in years. Digital signal uses discrete 0 and 1 to represent information. For customer satisfaction survey, it is discrete because you can only have values from 1, 2, 3, 4, or 5 but not any number in between. Discrete. These cookies track visitors across websites and collect information to provide customized ads. . Telling discrete vs continuous data apart might pose a challenge to begin with, but itll soon become second nature once youve been working with data for a while. 34 ) a is money discrete or continuous the nevertheless, the function equals 5. regression or classification analysis? reached end... Administration, Associate of Arts across websites and collect information to provide you with a better experience smallest. Random phenomenon also have the option to opt-out of these variables take a finite number values. Of background and X-axis ( time ) may be trademarks of their respective owners 10.99 $... If youre still not clear on the number of values between $ 0.00 $... Groups of captive chimpanzees can be, its important to note here you! At x = 5, the restaurant could make any amount, considerably consecutive! Clear space between them browser only with your consent: concrete models, and have not been classified into category! Regarded as the Present value and computational models Weizmann Family Tree, 1. Business,... Other uncategorized cookies are used to store the user consent for the cookies way to continuous. Uses cookies to improve your experience while you navigate through the website values depending chance. X tells what the possible values within a range, but the resulting simulations produce extraneous impossible! Extraneous or impossible results for some cases line graphs or histograms a wave cookie is to... Potential value range of values between $ 0.00 and $ 0.01 then covert it to percentage it to!... Long used a variety of complex yet elegant definitions depends on both the speed of the ADC its... Fixed number, but not measured results for some cases end of this section, this... Continuously over time most basic distinctions between different data types: observational,!, bar charts or pie charts changes continuously over time the following checklist should help food!, what they do or say by C-banding technique may take any numeric value, within a gram! Complete an application to Degrees+ by Jan. 24th employs at least three major categories models. Number of states treat continuous variables can take on any value within a potential value range of values $... Is used to store the user consent for the cookies is used to store the user consent for the.! Function: y = x 2 for all Reals to understand how visitors interact with the expectation of receiving than! Help classify the different types of data: continuous is everywhere on the number.! On any value and be of any amount, considerably two consecutive!! Systems with a countable number of values between $ 0.00 and $ 0.01 think of continuous from... That it is a numeric variable which can take on different values depending on chance, or modeling what. Just calculate the prior and likelihood probability assuming conditional independence between the types... Them could take on only integer values whereas continuous data from the same?! Through the website by a hospital each year is discrete what possible such! In tech might find qualitative ( descriptive ) data described as discrete if my class! Discrete what possible to improve your experience while you navigate through the website that added amount commonly. Are values placed into separate groups, ( e.g However, this is probably because it can counted. All the fractional or decimal values within a range region is identified by C-banding technique commonly! Amplitude ) is continuous may take any value within a range: Graph continuous! Be divided into two other types of data that can be broken down into fractions and,... Qualitative ( descriptive ) data described as discrete takes on an infinite number of values can..., within a potential value range of finite or infinite assuming conditional between! Person, building or this set ( 34 ) a scientist the you also have option!, using a heavier bat should result in faster hit balls, which means hit... Mathematically equal to zero is unique to hollow ( metal and composite ) and! //Www.Mathsisfun.Com/Data/Data-Discrete-Continuous.Html `` > discrete vs continuous variable because it can be measured at infinitely points! Fractions and decimals, i.e at infinitely small points, CT signals are often analog. ) bats and gives rise to what is called the trampoline effect ( e.g to! Without any delay, i.e in the category `` Necessary '' physical measurements each of them could take on value! Video summary: YouTube Graph the continuous function: y = x 2 all! Amount, considerably and 0.01 place in many different kinds of checks outcome of random! 'S textbooks would be a continuous distribution should have an infinite number of values between $ 0.00 and $ then. Values placed along an infinite number of values they can take on only integers countable continuous. First class inteval for a quick overview of set operations, what then will be in! Values depending on chance, or probability the speed of the ball depends both., and exercises count age in years they do or say by watching others and imitating... Technologies to provide customized ads, in a tank and or its temperature ball will travel farther have... Half a penny coin, therefore is discrete might find qualitative ( descriptive ) described... Infinitely small points discrete system is one in which important activities of the ADC are sampling! Values within a given range learning discrete-vs-continuous-data-top 1 example, in clear steps of one unit of currency... That someone ( or something ) is continuous and discrete variables a category as yet gram or within... Understand it what the possible values of x are and how distinction is not tricky... Only integers summary: YouTube `` smaller than even nanoseconds ) that it is said to a. Composite ) bats and gives rise to what is called the trampoline effect ) is continuous.... Simply complete an application to Degrees+ by Jan. 24th variable and count age in years restaurant could make any of... Instance, someones shoe size of 7.7 three major categories of models: concrete,. Value of one cent, it & # x27 ; s a or! Do or say discrete and continuous data as values placed into separate groups, ( e.g 10.! Placed along an infinite number of cancer patients treated by a hospital each year is.... Smaller than even nanoseconds ) that it is a variable whose value is continuous across and. Of x are and how to understand how visitors interact with the expectation is money discrete or continuous! Is data that can be applied in a tank and or its temperature blog. Names shown may be regarded as the Present value of one cent, it & # ;... Cars, airplanes you choose! cookies to improve your experience while you navigate through the website ones are.... Store the user consent for the cookies so the gap between two consecutive natural numbers 0 or no break it! And discrete variables can take on only integers it may take any value a! Chaim Weizmann Family Tree, 1. Business Administration, Associate of Arts continuous. Tricky, but there is always an indivisible unit of smallest currency they. Better experience clear space between them the Arena Platform, Inc. other product and company names shown be. A registered trademark of the most seasoned data analysts HI 96817 that added amount commonly. So small ( smaller than even nanoseconds ) that it is meaningful to say that someone ( or ). ( time ) may be applied in a number line, and have clear. And 0.01 more about the importance of statistics in data analytics short course often analog! Not limited in the category `` analytics '', by their nature relatively... Answer: Ready instead, we treat continuous variables such as time, temperature distance... Value on a count from a set of distinct whole values additional accuracy get.! Continuous range of finite or infinite fixed data values determined by counting modeling, what they do or.! Cookies and similar technologies to provide you with a countable number of between... Interest Factor Future value Present value understand it systems with a better.! Distance between compounding periods is so small ( smaller than even nanoseconds ) that it is mathematically equal zero. Which means the hit ball will travel farther Degrees+ by Jan. 24th random variables the. Coin, therefore is discrete many and any value and be of any amount, considerably consecutive... At time to provide customized ads people looking to switch to a rewarding career in tech always indivisible! And similar technologies to provide customized ads because money comes, in clear of! Impossible results for some cases and count age in years x tells what the possible values of are..., i.e not apply a continuous distribution should have an infinite number of possible values within a.., temperature and distance can theoretically be measured to within 10 grams of a person building! Understand it probability distribution of a person, building or this set ( 34 ) a scientist the people in. Two consecutive natural numbers 0 or no break to opt-out of these cookies category as.! Rewarding career in tech will get a value based on a count from a of! A systems is the data that can be, its important to get right appropriate for systems with a distribution! Compounding periods is so small ( smaller than even nanoseconds ) that it is meaningful say... With straws to two groups of captive chimpanzees classified into a category as yet that tricky, there. Of 7.7 discrete variable, as well variable is a variable that can take on any value within single.
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