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Articles by Nizamuddin Siddiqui
Page 148 of 196
How to create a standard normal distribution curve with 3-sigma limits in R?
A standard normal distribution has mean equals to zero and the standard deviation equals to one. Therefore, when we plot it with three sigma limits, we have six points on the X-axis referring to the plus and minus around zero. If the limits are defined then the plotting can be shown with larger width and that will change the display of the curve. We can do this by creating a sequence for the length of the standard normal variable and its density.Consider the below vectors corresponding to the limits and density−x
Read MoreHow to change the size of correlation coefficient value in correlation matrix plot using corrplot in R?
The correlation coefficient value size in correlation matrix plot created by using corrplot function ranges from 0 to 1, 0 referring to the smallest and 1 referring to the largest, by default it is 1. To change this size, we need to use number.cex argument. For example, if we want to decrease the size to half then we can use number.cex = 0.5.ExampleConsider the below matrix − Live Demoset.seed(99) M corrplot(cor(M), addCoef.col="black")OutputChanging the size of correlation coefficient value to 0.75 −corrplot(cor(M), addCoef.col="black", number.cex=0.75)OutputChanging the size of correlation coefficient value to 0.30 −> corrplot(cor(M), addCoef.col="black", number.cex=0.30)Output
Read MoreHow to find the groupwise mean and save it in a data frame object in R?
We often need groupwise mean in data analysis, especially in situations where analysis of variance techniques is used because these techniques helps us to compare different groups based on their measures of central tendencies and measures of variations. It can be done by using aggregate function so that the output can be saved in a data frame object. In the below examples, we can see how it can be done and also check the final object type.ExampleConsider the below data frame − Live Demoset.seed(109) Salary
Read MoreHow do you get the file size in C#?
The FileInfo class is used to deal with file and its operations in C#.It provides properties and methods that are used to create, delete and read file. It uses StreamWriter class to write data to the file. It is a part of System.IO namespace.The Directory property retrieves an object that represents the parent directory of a file.The DirectoryName property retrieves the full path of the parent directory of a file.The Exists property checks for the presence of a file before operating on it.The IsReadOnly property retrieves or sets a value that specifies whether a file can be modified.The Length retrieves ...
Read MoreHow to write Regex for numbers only in C#?
A regular expression is a pattern that could be matched against an input text.The .Net framework provides a regular expression engine that allows such matching.A pattern consists of one or more character literals, operators, or constructs.Here are basic pattern metacharacters used by RegEx −* = zero or more ? = zero or one ^ = not [] = rangeThe ^ symbol is used to specify not condition.the [] brackets if we are to give range values such as 0 - 9 or a-z or A-ZExampleclass Program{ public static void Main(){ string num = "123dh"; ...
Read MoreHow to post data to specific URL using WebClient in C#?
We can Get and Post data from a Web API using Web client. Web client provides common methods for sending and receiving data from ServerWeb client is easy to use for consuming the Web API. You can also use httpClient instead of WebClientThe WebClient class uses the WebRequest class to provide access to resources.WebClient instances can access data with any WebRequest descendant registered with the WebRequest.RegisterPrefix method.Namespace:System.Net Assembly:System.Net.WebClient.dllUploadString Sends a String to the resource and returns a String containing any response.Exampleclass Program{ public static void Main(){ User user = new User(); try{ ...
Read MoreWhat does LINQ return when the results are empty in C#?
Language-Integrated Query (LINQ) is the name for a set of technologies based on the integration of query capabilities directly into the C# language.You can write LINQ queries in C# for SQL Server databases, XML documents, ADO.NET Datasets, and any collection of objects that supports IEnumerable or the generic IEnumerable interface.In Linq-to-SQL if you try to get the first element on a query with no results you will get sequence contains no elements errorToList returns an empty listExampleclass Program{ public static void Main(){ List list = new List { "a" }; IEnumerable ilist = ...
Read MoreHow to get the thread ID from a thread in C#?
A thread is defined as the execution path of a program. Each thread defines a unique flow of control. If your application involves complicated and time-consuming operations, then it is often helpful to set different execution paths or threads, with each thread performing a particular job.Threads are lightweight processes. One common example of use of thread is implementation of concurrent programming by modern operating systems. Use of threads saves wastage of CPU cycle and increase efficiency of an application.In C#, the System.Threading.Thread class is used for working with threads. It allows creating and accessing individual threads in a multithreaded application. ...
Read MoreHow to find the Number of CPU Cores in C#?
There are several different pieces of information relating to processors that we can getNumber of physical processorsNumber of coresNumber of logical processorsThese can all be different; in the case of a machine with 2 dual-core hyper-threadingenabled processors, there are 2 physical processors, 4 cores, and 8 logical processors.The number of logical processors is available through the Environment class, but the other information is only available through WMI (and you may have to install some hotfixes or service packs to get it on some systems) −Add a reference in your project to System.Management.dll In .NET Core, this is available (for Windows ...
Read MoreHow to calculate the total number of items defined in an enum in C#?
An enum is a special "class" that represents a group of constants (unchangeable/readonly variables).To create an enum, use the enum keyword (instead of class or interface), and separate the enum items with a comma −By default, the first item of an enum has the value 0. The second has the value 1, and so on.To get the integer value from an item, you must explicitly convert the item to an intYou can also assign your own enum values, and the next items will update the number accordingly −Enums are often used in switch statements to check for corresponding values −Exampleclass ...
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