Visualization of genomic data using Gviz package
Gviz package introduction
Introduction to Gviz software package
The Gviz package aims to provide a structured visualization framework to draw any type of data along genomic coordinates. It also allows the integration of public genome annotation data from sources such as UCSC or ENSEMBL.
Like most genome browsers, individual types of genome ...
Added by aleigh on Fri, 07 Jan 2022 10:39:51 +0200
Basic Data Processing in Experiment 2
Catalogue of Series Articles
Experiment 1 R Language Data Structure, Data Import and Data Processing Experiment 2 Basic Data Processing
experimental data
1. item_feature1 dataset field
datedateitem_idCommodity IDcate_idWarehouse IDcate_level_idWarehouse level IDbrand_idBrand IDsupplier_idVendor IDpv_ipvNumber of Browsescart_uvAdditional p ...
Added by bjoerndalen on Thu, 06 Jan 2022 01:58:04 +0200
GO term functional network, enrichment network, functional network drawing, R language, Cytoscape
Kiavash Movahedi et al. (2020) Nat Neuroscience
Tools: simplifyEnrichment (R package) Cytoscape AI
preface: In the GO term functional network, each node represents a Gene ontology, and the size of the point represents the enrichment score (or other scores used for Storytelling). Related functions in the network will form "edges". Th ...
Added by Vanness on Mon, 03 Jan 2022 21:47:14 +0200
PCT package using R language: drawing road network map (British bicycle database)
This paper mainly refers to: PCT Get started; International application of the PCT methods
This paper mainly introduces the R package PCT, whose goal is to improve the accessibility and repeatability of the data generated by the dependency to cycle too (PCT), which is hosted on www.pct.bike.
The bicycle use data study (dependency ot cycle - ...
Added by DJTim666 on Mon, 03 Jan 2022 16:29:51 +0200
Reproduction of Seurat official website tutorial
Seurat is an R package for single cell RNA SEQ data processing, exploration and analysis.
catalogue
#Create Seurat project
#Data preprocessing
#Quality control (QC)
#Standardized data
#Identify genes with highly variable characteristics
#Normalized data
#Linear dimensionality reduction and visualization
#Determine data dimensions ...
Added by nielsene on Mon, 03 Jan 2022 08:04:47 +0200
R language GGPLOT2 to draw ring chart radar chart / star chart / Polar Chart / radial chart Polar Chart visual analysis of vehicle performance data
Original link: http://tecdat.cn/?p=24896
Original source: Tuo end data tribal official account
Beautiful circle chart. I'm not sure if there is any additional benefit to the data analyst itself, but if it can attract the attention of decision makers, it is additional value to me.
However, with coord_polar() or coord in ggplot2 fo ...
Added by igoy on Sat, 01 Jan 2022 07:09:59 +0200
Manual neural network explanation and implementation of Softmax regression series without packet switching [R language] [beginner's learning notes]
In the first issue, we explained and realized the most basic linear regression. In this issue, we will talk about the regression problem to the classification problem. At this time, we need to add some elements based on the linear regression model, that is
activation function so that our model can solve nonlinear data and classification pro ...
Added by php4hosting on Sat, 01 Jan 2022 04:57:41 +0200
R-Pack animalcules - one click interactive exploration of microbiome data
animalcules is an R software package used to provide users with an easy-to-use interactive microbiome analysis framework using the latest data analysis, visualization methods and machine learning models. It can be used as a stand-alone software package, or users can explore their data with the accompanying interactive R Shiny application.
Trad ...
Added by gunabalans on Mon, 20 Dec 2021 10:17:40 +0200
[data analysis and visualization] key points of data drawing 6 - too many data groups
Data drawing point 6 - too many data groups
Comparing the distribution of several numerical variables is a common task in data presentation. The distribution of variables can be represented by histogram or density diagram. It is very attractive to represent groups of appropriate data on the same axis. However, too many data groups will serious ...
Added by matthewst on Mon, 20 Dec 2021 10:07:41 +0200
Visualization of R language 1
catalogue
Simple bar chart
Stacked / horizontal bar chart: (two variables, two dimensions)
Mean bar graph
Fine tuning of bar chart
Pie chart
Add scale values to the pie chart:
3D pie chart:
Create pie chart from table
Sector diagram
histogram
Simple histogram: just one code
Specifies a histogram for the number of groups and colors
...
Added by Carth on Tue, 07 Dec 2021 13:11:04 +0200