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[Reprint] r dancing with Python

, but this method is too restrictive and only supports file exchange, python cannot precisely control R. 2. Let Python directly call R functions. R is an open-source project, and there will certainly be some third-party libraries for python to communicate with R.Indeed, I found rpy2, which can be used to read R objects, call R methods, and convert the data structures between Python and R. In fact, in addition to Python, third-party packages for inter

Python calls R language

It is often seen on the web that data analysis is good for learning Python or R, and there are some arguments about whether Python is good or R. Every time I see such an article I will think of Li and Xiao Kai's "R Language in Data Science", the book has always stressed that the tool is good or bad, the important thing is to solve the problem of the idea, even if it is simple Excel, but also to cope with most of the data analysis problems. Furthermore, there is no good comparison between Python

Use of Qplot () in R language _r language

Ggplot2 () function Ggplot2 is a powerful mapping tool that allows you to create any graphics that will help you solve your problems without being limited by existing graphics types. Qplot () Qplot () belongs to Ggplot2 () and can be understood as a simplified version of it.Qplot is "rapid mapping" (quick plot), as the name suggests, can quickly data visualizatio

Importerror:no module named _sqlite3

The error is as follows:>>>ImportRpy2.robjectstraceback (most recent): File"", Line 1,inchFile"/usr/local/python27/lib/python2.7/site-packages/rpy2-2.8.5-py2.7-linux-x86_64.egg/rpy2/robjects/__init__. PY", line 34,inch fromRpy2.robjects.functionsImportFunction, Signaturetranslatedfunction File"/usr/local/python27/lib/python2.7/site-packages/rpy2-2.8.5-py2.7-linux

R Basics-Fast discovery Data (R visualization)

---restore content starts---Install the package and load> install.packages (' Gcookbook ')>install.packages (' Ggplot2 ')> Library (GGPLOT2)Or: Install.packages (' Ggplot2 ', ' Gcokbook ')> Library (Gcookbook)To set the working path:SETWD ("D:/data")GETWD ()[1] "D:/data"Read file> Data > DataX1 X3.8.1941 X1.1.20071 2 1/24/1972 1/1/20072 3 6/1/1932 1/1/20073 4 5/1

R in Action reading notes (22) 16th advanced Graphics Advance (bottom)

second plot ()function to do the same, but place the graph in the first column and the second row. Because the plot () function starts a new page by default, you need to disable the operation, so set the option NewPage = FALSEUse the position = option to have more control over size and placement:> Plot (graph1,position=c (0,.3,1,1)) > Plot (graph2,position=c (0,0,1,.3), Newpage=false)Position = C (xmin, ymin, Xmax, ymax), the page's X-y coordinate system is a rectangle, the x-axis and y-axis di

gatk--Use Reprint

without these packages, you will not be able to generate PDF files. Therefore, some necessary r packages must be installed, including (but not limited to) the following: Bitops Catools ColorSpace Gdata Ggplot2 Gplots Gtools Rcolorbrewer Reshape Gsalib How do I check if these packages are installed? Taking Ggplot2 as an example, enter R,

A ramble on the R language map

, province, city, county, 4 administrative division, the letter P end of the expression polygon data, used to draw the area, BOU2 is the boundary of Provincial administrative division. This data is not the latest data, the latest data in the National Basic Geographic Information Center can not be found, probably to buy to get, but for the general drawing, this data has been able to meet the requirements. This article draws a map with 3 packages: Sp,maptools,

R Package Installation Error error:dependency ' Plyr ' is not available for packages ' reshape2 '

Transferred from: http://blog.csdn.net/earl211/article/details/48224939 I have an error when I install Ggplot2 on ubuntu14.04: [Plain] View plain copy print? error:dependency ' Plyr ' isnotavailableforpackage ' reshape2 ' *removing '/home/wq/r/x86_64-pc-linux-gnu-library/3.0/reshape2 ' warningin install.packages: installationofpackage ' reshape2 ' hadnon-zeroexitstatus error:dependency ' Plyr ' isnot availableforpackage ' scales ' *removing '/h

American group R language data Operation combat

. Powerful data-handling capabilities: Data source access: Through Rmysql, Sparkr, elastic and other software packages, can be achieved from MySQL, Spark, Elasticsearch and other external data engine to obtain data. Data processing: Built-in vector, list, matrix, data.frame, etc., and can through Sqldf, Tidyr, Dplyr, reshape2 and other software packages to achieve two of data processing. Data visualization: Ggplot2, plotly,

[Reading notes] R language Combat (i) Introduction to the R language

Typical data analysis steps:R Language: Language and environment for statistical calculations and plottingData analysis: Statistics, machine learningUse of R1. Case-sensitive, interpreted language2. R Statement Assignment: 3. R Comment: #4. Create vector C ()5. Watch Demo List demo (), Graphic demo demo (graphics)6. Help function7. GETWD () View current working directory, SETWD () set Current working directorySETWD (' e:\\ ') GETWD () [1] "e:/"8. Working space management functions9. Input and ou

Essay 1215 Docker R+python

All over the hole.Target to build Docker SparkrSmall target rpy2 Fbprophet Python3Pit 1:Rpy2 If Python support is required RSolution: Go to download RPit 2:Ubuntu cannot download latest version of R if directlyApt-get Updateapt-get Install R-base  will be downloaded directly to 3.1.1 and Python3 under the RPY2 requirements r-version >= 3.3.xSolution: Https://www.

"Data Analysis R language Combat" study notes the fourth chapter of the data description

which use a formula as the primary argument.For example, Y~x|z represents drawing y about X and drawing multiple graphs with variable z as the basis. > Library (GGPLOT2) > Library (Lattice) > Data (diamonds,package= "Ggplot2") > Sample=diamonds[sample (Nrow (Diamonds), 1000),] > Xyplot (Price~carat,data=sample,groups=cut,auto.key=list (Corner=c (1,0)), Type=c ("P", "Smooth"), span=

Data Science Manual (R+python) reference information URL

This article will continue to make the Chapter I.P7 Rstdio (http://www.rstdio.com/) Reference gettinng Started with R article: Http://support.rstdio.com/hc/en-us/articles/201141096-Getting-Started-With-R Visit Rstdio's homepage: http://rstdio.com/ Reference stages in the envolution of S article: http://cm.bell-labs.com/cm/ms/departments/sia/S/history/html Reference a Brief History of S PS document: http://cm.bell-labs.com/stat/doc/94.11.ps P8

Use the r language to draw a Chicago vector chart

Yesterday, a student who planned a city in South University asked me on Sina Weibo He converted JSON data into a vector image. I have never heard of this conversion before. I went to the website and checked it, the discovery of Chicago really put the city planning data on GitHub, see here: http://thechangelog.com/the-city-of-chicago-is-on-github/ Select one of them at will. Here I select bikeRoutes in Chicago, you can see the projects on GitHub, including data and examples. In readme.

R language and map of China

, and complex crowd distribution (people's various attributes, resulting in the distribution of various groups of people). While space, R language has some map methods. So stand on the shoulders of giants and draw a map today.Basic Map Method:1. World map: Some of the R packages contain data on common maps, such as maps, maps of the United States, maps of the U.S. counties, maps of the United States, map of the City of Canada, and maps of the Canadian cities, which can be easily and happily draw

Ubuntu 16.04 LTS installation R and Rstudio Server

r-cran-matrix r-cran-MGCV r-cran-Nlme R -cran-nnet r-cran-rpart r-cran-spatial r-cran- Survival R-cran-rodbcTo update the above package, you can use the following command (replace Foo):$ sudo apt-get build-dep R-cran-fooInstallation of R package:# Install package > install.packages () # Update package "/usr/local/lib/r/site-library")2. Installing Rstudio2.1 InstallationFirst, go to download the installation files for your system: http://www.rstudio.com/products/rstudio/

Using the R language to draw the Chicago vector map _r language

Yesterday, a student at the Southern University of the city planning on Sina Weibo @ I, By that he means to convert the JSON data to vector graphics, I didn't hear a good switch before, and I saw that Chicago really put the city planning data on the GitHub, see here: http://thechangelog.com/ the-city-of-chicago-is-on-github/ Choose one of them at random, I choose bike here.Routes in Chicago, you can see the items above GitHub, including data and examples. In the readme.md surprised discovery can

Exception: Error:aesthetics must either be length one, or the same length as the Dataproblems:adata

Today encountered an exception, the code is as follows:set.seed(12345)require(ggplot2)AData i p # all rightp p # Error: Aesthetics must either be length one, or the same length as the dataProblems:AData下面的代码就ok:example myplot geom_text(aes(label=rownames(example)), size=4.4, hjust=0.5, vjust=-1)根据异常信息,应该是说Glabel与AData的长度不同,但具体什么原因不了解。stackover上面的解释是:对于0.9.0版本的ggplot2有这个问题,0.9.1版本中已经解决。(http://stackoverflow.

R in Action reading notes (21) 16th advanced Graphics Step (top)

Four graphics systems in the 16.1 RThe underlying graphics functions are automatically called, and the calls to the grid and lattice functions must be loaded with the appropriate packages (such as the Library (lattice)). To invoke the Ggplot2 function you need to download and install the package (Install.packages ("Ggplot2")) and load it before first use (library (GGPLO

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