## R language introduction: dealing with missing values and data cleaning

R language provides us with some useful functions to clean up the data in Jining to deal with the missing data. Let's see what is the missing data first!
1, Missing value of data
In R language, the missing value of data is represented by NA. Sometimes we will find that some values in a data set display NA, which means that the value is missing. ...

Posted on *Mon, 16 Mar 2020 00:55:14 -0700* by **toxictoad**

## Python drawing normal curve: linespace combination Matplotlib (put into self write library, one line of code to realize complex drawing)

. Not much to say, given mu and sigma, a line of code to achieve complex drawing, all kinds of details of configuration are in silence.
PS: the specific usage of this figure is shown ...

Posted on *Sun, 23 Feb 2020 04:29:52 -0800* by **mega77**

## Matrix operation commonly used in R language

R language is a very convenient data analysis language, which has many methods of matrix processing. Here are some common examples of matrix operations.
The generation of matrix
> mat <- matrix(1:16, ncol = 4, nrow = 4, byrow=TRUE, dimnames=list(c(paste("x", 1:4, sep = ".")), c(paste("y", 1:4, sep = "."))))
> mat
y.1 y.2 y.3 y.4
...

Posted on *Sat, 15 Feb 2020 06:29:43 -0800* by **Brentley_11**

## R data object processing function (4) - grep+sub function family

The grep function family can search for text in a given object through regular expressions. Grep outputs the vector subscript or value, and grepl returns the logical value of matching or not. regexpr, gregexpr and regexec can find the specific location and string length information of some characters in the string, which can be ...

Posted on *Sat, 04 Jan 2020 20:29:31 -0800* by **dbillings**

## Newton Raphson iterative method based on R language (for binary differentiable function)

Newton Raphson iterative method based on R language (for binary differentiable function)
Newton-Rapson Method
Newton Raphson method is an iterative method based on the initial value guess of the root. The function used in this method is the original function and the derivative of the original function. If it succeeds, it usu ...

Posted on *Sun, 01 Dec 2019 15:29:02 -0800* by **samoht**

## R and money game: golden cross 1

Near the double 11, I found that I was really poor, very poor, very poor
Poverty is a catalyst for progress. So I think about how to play the game of making money in my spare time. After all, even if it is destined to make leeks, it is also necessary to make an intellectual and ideal leek.
The first model to play is the golden cross of average ...

Posted on *Thu, 07 Nov 2019 13:30:23 -0800* by **lanas**

## Comparison of R and Python data structures

Summary of this article:
R Language Data Structure and Example Operation
Python Language Data Structure and Example Operation
Data Structure and Example Analysis of R Language
Then we begin to learn the five data structures of R language: vector, matrix, array, data box and list.
1. Vectors
Vecto ...

Posted on *Fri, 02 Aug 2019 02:25:42 -0700* by **Panthers**

## Searching for Disease-related SNP Loci-R Language Extracting Search Data from SNPedia Batch

It is single nucleotide polymorphism. Human genes are similar, and there are differences at some loci. The nucleotide difference at one locus is called single nucleotide polymorphism. It affects biological characteristics and susceptibility to certain diseases. SNPedia is an encyclopedia of SNP. It uses various published articles or database in ...

Posted on *Sat, 13 Apr 2019 09:57:32 -0700* by **phpian**

## R Language Factor Analysis

The template of common data analysis model of R language is compiled by myself. The original file is in Rmd format. It is copied and pasted directly, and saved and shared as personal learning notes. Part of the reference is Xue Yi's "Statistical Modeling and R Software" and "R Language Practice"
Factor model: X=mu+A*F*+e
...

Posted on *Sun, 07 Apr 2019 11:33:30 -0700* by **Delqath**

## R Series: Word segmentation, word deactivation, word cloud painting (word cloud shape can be customized)

Note: Don't ask me why I wrote so fast. It was written in 16 years.
Advantages of R: Free, friendly interface (without matlab friendliness, MATLAB in my mind is the representative of minimalism in statistical software), small (compressed package is tens of M, compressed package of MATLAB.R2009b is 1.46G), many (really many, friends often upload ...

Posted on *Fri, 05 Apr 2019 23:30:30 -0700* by **diondev**