RData Materialfamily SuperV2

## Overview

RData Materialfamily SuperV2 is a dataset for semantic segmentation tasks - it contains Waste annotations for 3,114 images.

## Getting Started

You can download this dataset for use within your own projects, or fork it into a workspace on Roboflow to create your own model.

  ## License

  This dataset is available under the [CC BY 4.0 license](https://creativecommons.org/licenses/CC BY 4.0).

Datasets as .RData files (and .txt files as back-ups) and multivariate models (.rds format) to reproduce models of "Linking proximate drivers and fitness returns of vigilance in a large ungulate". see read_me.csv for interpretation of variables.

An RData file containing the synthetic data time series used for statistical analyses in the paper "Estimating Freshwater Flows From Tidally-Affected Hydrographic Data" by Dan Pagendam and Don Percival. This RData is provided for transparency and ease of comparison to other statistical methods.

RData file containing processed data and DESeq2 normalized counts for differential expression. Counts have been adjusted for sequencing platform, RIN, and site of sample collection covariates.

example data file

The R Data to load into Threshold.RData found in https://github.com/mtaouk/Neisseria_gonorrhoeae_transmision_Australia

Booklet and materials used as accompaniment for the tutorial on "Statistics with R", held as part of the workshop on Experimental Methods in Language Acquisition Research (EMLAR), 16-17 April 2020.

sequence variants (SNPs and indels) in all eight founder strains of the Heterogeneous Stock, formatted in an R object for merge analysis

DIOR R

## Overview

DIOR R is a dataset for object detection tasks - it contains DIOR R annotations for 23,419 images.

## Getting Started

You can download this dataset for use within your own projects, or fork it into a workspace on Roboflow to create your own model.

  ## License

  This dataset is available under the [CC BY 4.0 license](https://creativecommons.org/licenses/CC BY 4.0).

This data set contains an .Rdata file for all the processed segmentation profiles from 81 lpWGS samples included used in downstream analyses from Github repository Evo_history_CACRC. Lastly, there is an .Rdata object with 50 segmentations for 50 total samples from 25 sporadic SNP adenomas used in the comparison with colitis samples.

Construction of the axolotl cell landscape using combinatorial hybridization sequencing at single-cell resolution | Nature Communications

R dataset used in the manuscript entitled "Unraveling global and diazotrophic bacteriomes of boreal forest floor feather mosses and their environmental drivers at the ecosystem and at the plant scale in North America".See file "R code for processing 16S rRNA sequences" to download the necessary R code.

Database with location points for 18 Datureae species.

R is a very powerful language for statistical computing in many disciplines of research and has a steep learning curve. The software is open source, freely available and has a thriving community. This crash course provides an overview of Base-R concepts for beginners and covers the topics 1) introduction into R, 2) reading, saving, and viewing data, 3) selecting and changing objects in R, and 4) descriptive statistics.This course was held by Lisa Spitzer on September 3, 2021, as a precursor to the R tidyverse Workshop by Aurélien Ginolhac and Roland Krause (September 8 - 10, 2021). This entry features the slides, exercises/results, and chat messages of the crash course. Related to this entry are the recordings of the course, and the r tidyverse workshop materials. Click on "related PsychArchives objects" to view or download the recordings of the workshop.:

Dataset

This dataset was created by sciencestoked

Contents

This is the studentlife dataset, converted from it's original form (hosted at https://studentlife.cs.dartmouth.edu/dataset.html) into a series of R tibbles (which are similar to a data.frame) and stored in the RData format, for compression / speed and ease of use with R. Note, in this RData format the dataset takes up much less space than the original.

These tibbles are suitable for use with the studentlife R package https://github.com/frycast/studentlife which is also available on CRAN, but we recommend installing the latest version from GitHub.

Studentlife dataset reference:

Wang, Rui, Fanglin Chen, Zhenyu Chen, Tianxing Li, Gabriella Harari, Stefanie Tignor, Xia Zhou, Dror Ben-Zeev, and Andrew T. Campbell. "StudentLife: Assessing Mental Health, Academic Performance and Behavioral Trends of College Students using Smartphones." In Proceedings of the ACM Conference on Ubiquitous Computing. 2014.

R

## Overview

R is a dataset for object detection tasks - it contains R annotations for 1,200 images.

## Getting Started

You can download this dataset for use within your own projects, or fork it into a workspace on Roboflow to create your own model.

  ## License

  This dataset is available under the [CC BY 4.0 license](https://creativecommons.org/licenses/CC BY 4.0).

R dataset used in the manuscript entitled "Unraveling global and diazotrophic bacteriomes of boreal forest floor feather mosses and their environmental drivers at the ecosystem and at the plant scale in North America".See file "R code for processing nifH sequences" to download the necessary R code.

The file data.RData contains data objects needed to run the .rmd template that generates the manuscript's figures. These include ExpressionSets for the training and test sets, module content and annotations, PCA results, the lasso58 signature with coefficients, and Foundation Medicine CDKN2A copy-number alteration data.

RData file for remote sensing analysis of FP7 projects related to remote sensing