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^\.Rproj\.user$ | ||
^LICENSE\.md$ | ||
^README\.Rmd$ | ||
^CODE_OF_CONDUCT.md$ | ||
^_pkgdown\.yml$ | ||
^docs$ | ||
^pkgdown$ | ||
|
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# Contributor Code of Conduct | ||
|
||
As contributors and maintainers of this project, we pledge to respect all people who | ||
contribute through reporting issues, posting feature requests, updating documentation, | ||
submitting pull requests or patches, and other activities. | ||
|
||
We are committed to making participation in this project a harassment-free experience for | ||
everyone, regardless of level of experience, gender, gender identity and expression, | ||
sexual orientation, disability, personal appearance, body size, race, ethnicity, age, or religion. | ||
|
||
Examples of unacceptable behavior by participants include the use of sexual language or | ||
imagery, derogatory comments or personal attacks, trolling, public or private harassment, | ||
insults, or other unprofessional conduct. | ||
|
||
Project maintainers have the right and responsibility to remove, edit, or reject comments, | ||
commits, code, wiki edits, issues, and other contributions that are not aligned to this | ||
Code of Conduct. Project maintainers who do not follow the Code of Conduct may be removed | ||
from the project team. | ||
|
||
Instances of abusive, harassing, or otherwise unacceptable behavior may be reported by | ||
opening an issue or contacting one or more of the project maintainers. | ||
|
||
This Code of Conduct is adapted from the Contributor Covenant | ||
(http://contributor-covenant.org), version 1.0.0, available at | ||
http://contributor-covenant.org/version/1/0/0/ |
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|
@@ -56,10 +56,10 @@ microViz extends and complements popular microbial ecology packages like phylose | |
You can install the latest available microViz package version using the following instructions. | ||
|
||
``` r | ||
# If you are on Windows you will need to install RTools so that your computer can build this package | ||
# Windows users will need to have RTools installed so that your computer can build this package | ||
# Follow instructions here: http://jtleek.com/modules/01_DataScientistToolbox/02_10_rtools/ | ||
|
||
# If you are on macOS, you might need to install xquartz to make the heatmaps work (ComplexHeatmaps package) | ||
# macOS users might need to install xquartz to make the heatmaps work (ComplexHeatmaps package) | ||
# You can do this with homebrew, running the following command in your mac's Terminal: brew install --cask xquartz | ||
|
||
# for installing from github you'll need the devtools package | ||
|
@@ -70,26 +70,42 @@ if (!requireNamespace("BiocManager", quietly = TRUE)) | |
install.packages("BiocManager", type = "binary") # (not binary if you're on linux) | ||
BiocManager::install(c("phyloseq", "microbiome")) | ||
|
||
# Installing the latest "released" version of this package # # | ||
devtools::install_github("david-barnett/[email protected].3") # check 0.7.3 is the latest release | ||
# Installing the latest "released" version of this package | ||
devtools::install_github("david-barnett/[email protected].4") # check 0.7.4 is the latest release | ||
|
||
# If you encounter bugs: please try installing the very latest development version: | ||
# If you encounter a bug please try installing the latest version & let me know if the bug persists! | ||
devtools::install_github("david-barnett/microViz") | ||
|
||
# advanced tip: add @<commit-hash> after microViz to install a version from a particular commit | ||
``` | ||
|
||
:package: I highly recommend using [renv](https://rstudio.github.io/renv/index.html) for managing your R package installations across multiple projects. | ||
|
||
:whale: Alternatively, for Docker users an image with the main branch installed is available at: <https://hub.docker.com/r/barnettdavid/microviz-rocker-verse> | ||
|
||
:date: microViz is tested to work with R version 4.0.0 and higher, on Windows, MacOS, and Ubuntu 18 and 20. | ||
:date: microViz is tested to work with R version 4 on Windows, MacOS, and Ubuntu 18 and 20. | ||
R version 3.6.\* should probably work, but I don't formally test this. | ||
|
||
## A few examples | ||
## Interactive ordination exploration | ||
|
||
```{r load, message=FALSE} | ||
library(microViz) | ||
``` | ||
|
||
microViz provides a Shiny app for an easy way to start exploring your microbiome data: all you need is a phyloseq object. | ||
|
||
```{r example ord_explore} | ||
# example data from corncob package | ||
pseq <- corncob::ibd_phylo %>% tax_fix() %>% phyloseq_validate() | ||
``` | ||
|
||
``` {.r} | ||
ord_explore(pseq) # gif generated with microViz version 0.7.4 (plays at 1.75x speed) | ||
``` | ||
|
||
 | ||
|
||
## Example analyses | ||
|
||
```{r packages} | ||
library(phyloseq) | ||
library(dplyr) | ||
library(ggplot2) | ||
|
@@ -251,8 +267,16 @@ cor_heatmap(psq, taxa, anno_tax = tax_anno(undetected = 50)) | |
|
||
Publication pending: microViz has been submitted to a peer-reviewed journal. | ||
|
||
## Contributing | ||
|
||
Bug reports, questions, suggestions for new features, and other contributions are all welcome. | ||
Feel free to create a [GitHub Issue](https://github.com/david-barnett/microViz/issues) or write on the [Discussions](https://github.com/david-barnett/microViz/discussions) page. | ||
Alternatively you could also contact me (David) on Twitter [\@\_david_barnett\_](https://twitter.com/_david_barnett) . | ||
|
||
This project is released with a [Contributor Code of Conduct](https://david-barnett.github.io/microViz/CODE_OF_CONDUCT.html) and by participating in this project you agree to abide by its terms. | ||
|
||
## Session info | ||
|
||
```{r} | ||
```{r session info} | ||
devtools::session_info() | ||
``` |
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|
@@ -66,28 +66,25 @@ You can install the latest available microViz package version using the | |
following instructions. | ||
|
||
``` r | ||
# If you are on Windows you will need to install RTools so that your computer can build this package | ||
# Windows users will need to have RTools installed so that your computer can build this package | ||
# Follow instructions here: http://jtleek.com/modules/01_DataScientistToolbox/02_10_rtools/ | ||
|
||
# If you are on macOS, you might need to install xquartz to make the heatmaps work (ComplexHeatmaps package) | ||
# macOS users might need to install xquartz to make the heatmaps work (ComplexHeatmaps package) | ||
# You can do this with homebrew, running the following command in your mac's Terminal: brew install --cask xquartz | ||
|
||
# for installing from github you'll need the devtools package | ||
install.packages("devtools", type = "binary") # (not binary if you're on linux) | ||
|
||
# If you don't already have the latest versions of phyloseq and microbiome, you can install these from Bioconductor: | ||
|
||
if (!requireNamespace("BiocManager", quietly = TRUE)) | ||
install.packages("BiocManager", type = "binary") # (not binary if you're on linux) | ||
BiocManager::install(c("phyloseq", "microbiome")) | ||
|
||
# # Installing the latest "released" version of this package # # | ||
devtools::install_github("david-barnett/[email protected].3") # check 0.7.3 is the latest release | ||
# Installing the latest "released" version of this package | ||
devtools::install_github("david-barnett/[email protected].4") # check 0.7.4 is the latest release | ||
|
||
# # If you encounter bugs: please try installing the very latest development version: | ||
# If you encounter a bug please try installing the latest version & let me know if the bug persists! | ||
devtools::install_github("david-barnett/microViz") | ||
|
||
# advanced tip: add @<commit-hash> after microViz to install a version from a particular commit | ||
``` | ||
|
||
:package: I highly recommend using | ||
|
@@ -98,16 +95,43 @@ package installations across multiple projects. | |
installed is available at: | ||
<https://hub.docker.com/r/barnettdavid/microviz-rocker-verse> | ||
|
||
:date: microViz is tested to work with R version 4.0.0 and higher, on | ||
Windows, MacOS, and Ubuntu 18 and 20. R version 3.6.\* should probably | ||
work, but I don’t formally test this. | ||
:date: microViz is tested to work with R version 4 on Windows, MacOS, | ||
and Ubuntu 18 and 20. R version 3.6.\* should probably work, but I don’t | ||
formally test this. | ||
|
||
## A few examples | ||
## Interactive ordination exploration | ||
|
||
``` r | ||
library(microViz) | ||
``` | ||
|
||
microViz provides a Shiny app for an easy way to start exploring your | ||
microbiome data: all you need is a phyloseq object. | ||
|
||
``` r | ||
# example data from corncob package | ||
pseq <- corncob::ibd_phylo %>% tax_fix() %>% phyloseq_validate() | ||
``` | ||
|
||
``` r | ||
ord_explore(pseq) # gif generated with microViz version 0.7.4 (plays at 1.75x speed) | ||
``` | ||
|
||
 | ||
|
||
## Example analyses | ||
|
||
``` r | ||
library(phyloseq) | ||
library(dplyr) | ||
#> | ||
#> Attaching package: 'dplyr' | ||
#> The following objects are masked from 'package:stats': | ||
#> | ||
#> filter, lag | ||
#> The following objects are masked from 'package:base': | ||
#> | ||
#> intersect, setdiff, setequal, union | ||
library(ggplot2) | ||
``` | ||
|
||
|
@@ -233,8 +257,8 @@ aitchison_perm <- dist_permanova( | |
variables = "bmi_group + female" | ||
) | ||
#> Dropping samples with missings: 2 | ||
#> 2021-04-22 23:45:27 - Starting PERMANOVA with 99 perms with 1 processes | ||
#> 2021-04-22 23:45:27 - Finished PERMANOVA | ||
#> 2021-05-01 15:06:21 - Starting PERMANOVA with 99 perms with 1 processes | ||
#> 2021-05-01 15:06:21 - Finished PERMANOVA | ||
# view the permanova results | ||
perm_get(aitchison_perm) %>% as.data.frame() | ||
#> Df SumOfSqs R2 F Pr(>F) | ||
|
@@ -244,8 +268,14 @@ perm_get(aitchison_perm) %>% as.data.frame() | |
#> Total 219 2453.98430 1.00000000 NA NA | ||
# view the info stored about the distance calculation | ||
info_get(aitchison_perm) | ||
#> phyloseq info: | ||
#> tax_agg = Family tax_transform = identity | ||
#> ps_extra info: | ||
#> tax_agg = Family | ||
#> tax_transform = identity | ||
#> tax_scale = NA | ||
#> distMethod = aitchison | ||
#> ordMethod = NA | ||
#> constraints = NA | ||
#> conditions = NA | ||
``` | ||
|
||
### Constrained ordination | ||
|
@@ -256,8 +286,8 @@ your permanova directly using the ord\_plot function with constraints. | |
``` r | ||
perm2 <- dist_permanova(data = aitchison_dists, variables = c("weight", "female"), seed = 321) | ||
#> Dropping samples with missings: 2 | ||
#> 2021-04-22 23:45:27 - Starting PERMANOVA with 999 perms with 1 processes | ||
#> 2021-04-22 23:45:28 - Finished PERMANOVA | ||
#> 2021-05-01 15:06:21 - Starting PERMANOVA with 999 perms with 1 processes | ||
#> 2021-05-01 15:06:22 - Finished PERMANOVA | ||
perm_get(perm2) | ||
#> Permutation test for adonis under reduced model | ||
#> Marginal effects of terms | ||
|
@@ -325,6 +355,19 @@ consider citing the Zenodo archive DOI: | |
Publication pending: microViz has been submitted to a peer-reviewed | ||
journal. | ||
|
||
## Contributing | ||
|
||
Bug reports, questions, suggestions for new features, and other | ||
contributions are all welcome. Feel free to create a [GitHub | ||
Issue](https://github.com/david-barnett/microViz/issues) or write on the | ||
[Discussions](https://github.com/david-barnett/microViz/discussions) | ||
page. Alternatively you could also contact me (David) on Twitter | ||
[@\_david\_barnett\_](https://twitter.com/_david_barnett) . | ||
|
||
This project is released with a [Contributor Code of | ||
Conduct](https://david-barnett.github.io/microViz/CODE_OF_CONDUCT.html) | ||
and by participating in this project you agree to abide by its terms. | ||
|
||
## Session info | ||
|
||
``` r | ||
|
@@ -339,33 +382,34 @@ devtools::session_info() | |
#> collate en_GB.UTF-8 | ||
#> ctype en_GB.UTF-8 | ||
#> tz Europe/Amsterdam | ||
#> date 2021-04-22 | ||
#> date 2021-05-01 | ||
#> | ||
#> ─ Packages ─────────────────────────────────────────────────────────────────────────────────────── | ||
#> package * version date lib source | ||
#> ade4 1.7-16 2020-10-28 [1] CRAN (R 4.0.3) | ||
#> ape 5.4-1 2020-08-13 [1] CRAN (R 4.0.3) | ||
#> ape 5.5 2021-04-25 [1] RSPM (R 4.0.4) | ||
#> Biobase 2.50.0 2020-10-27 [1] Bioconductor | ||
#> BiocGenerics 0.36.1 2021-04-16 [1] Bioconductor | ||
#> biomformat 1.18.0 2020-10-27 [1] Bioconductor | ||
#> Biostrings 2.58.0 2020-10-27 [1] Bioconductor | ||
#> cachem 1.0.4 2021-02-13 [1] CRAN (R 4.0.3) | ||
#> Cairo 1.5-12.2 2020-07-07 [1] CRAN (R 4.0.3) | ||
#> callr 3.6.0 2021-03-28 [1] CRAN (R 4.0.3) | ||
#> callr 3.7.0 2021-04-20 [1] RSPM (R 4.0.4) | ||
#> circlize 0.4.12 2021-01-08 [1] CRAN (R 4.0.3) | ||
#> cli 2.4.0 2021-04-05 [1] CRAN (R 4.0.3) | ||
#> cli 2.5.0 2021-04-26 [1] RSPM (R 4.0.4) | ||
#> clue 0.3-59 2021-04-16 [1] CRAN (R 4.0.3) | ||
#> cluster 2.1.0 2019-06-19 [2] CRAN (R 4.0.3) | ||
#> codetools 0.2-18 2020-11-04 [1] CRAN (R 4.0.3) | ||
#> colorspace 2.0-0 2020-11-11 [1] CRAN (R 4.0.3) | ||
#> ComplexHeatmap 2.6.2 2020-11-12 [1] Bioconductor | ||
#> corncob 0.2.0 2021-03-11 [1] CRAN (R 4.0.3) | ||
#> crayon 1.4.1 2021-02-08 [1] CRAN (R 4.0.3) | ||
#> data.table 1.14.0 2021-02-21 [1] CRAN (R 4.0.3) | ||
#> desc 1.3.0 2021-03-05 [1] CRAN (R 4.0.3) | ||
#> devtools * 2.4.0 2021-04-07 [1] CRAN (R 4.0.3) | ||
#> digest 0.6.27 2020-10-24 [1] CRAN (R 4.0.3) | ||
#> dplyr * 1.0.5 2021-03-05 [1] CRAN (R 4.0.3) | ||
#> ellipsis 0.3.1 2020-05-15 [1] CRAN (R 4.0.3) | ||
#> ellipsis 0.3.2 2021-04-29 [1] RSPM (R 4.0.4) | ||
#> evaluate 0.14 2019-05-28 [1] CRAN (R 4.0.3) | ||
#> fansi 0.4.2 2021-01-15 [1] CRAN (R 4.0.3) | ||
#> farver 2.1.0 2021-02-28 [1] CRAN (R 4.0.3) | ||
|
@@ -378,14 +422,14 @@ devtools::session_info() | |
#> GlobalOptions 0.1.2 2020-06-10 [1] CRAN (R 4.0.3) | ||
#> glue 1.4.2 2020-08-27 [1] CRAN (R 4.0.3) | ||
#> gtable 0.3.0 2019-03-25 [1] CRAN (R 4.0.3) | ||
#> highr 0.8 2019-03-20 [1] CRAN (R 4.0.3) | ||
#> highr 0.9 2021-04-16 [1] RSPM (R 4.0.4) | ||
#> hms 1.0.0 2021-01-13 [1] CRAN (R 4.0.3) | ||
#> htmltools 0.5.1.1 2021-01-22 [1] CRAN (R 4.0.3) | ||
#> igraph 1.2.6 2020-10-06 [1] CRAN (R 4.0.3) | ||
#> IRanges 2.24.1 2020-12-12 [1] Bioconductor | ||
#> iterators 1.0.13 2020-10-15 [1] CRAN (R 4.0.3) | ||
#> jsonlite 1.7.2 2020-12-09 [1] CRAN (R 4.0.3) | ||
#> knitr 1.31 2021-01-27 [1] CRAN (R 4.0.3) | ||
#> knitr 1.32 2021-04-14 [1] RSPM (R 4.0.4) | ||
#> labeling 0.4.2 2020-10-20 [1] CRAN (R 4.0.3) | ||
#> lattice 0.20-41 2020-04-02 [2] CRAN (R 4.0.3) | ||
#> lifecycle 1.0.0 2021-02-15 [1] CRAN (R 4.0.3) | ||
|
@@ -397,7 +441,7 @@ devtools::session_info() | |
#> memoise 2.0.0 2021-01-26 [1] CRAN (R 4.0.3) | ||
#> mgcv 1.8-33 2020-08-27 [2] CRAN (R 4.0.3) | ||
#> microbiome 1.12.0 2020-10-27 [1] Bioconductor | ||
#> microViz * 0.7.2 2021-04-21 [1] local | ||
#> microViz * 0.7.4 2021-05-01 [1] local | ||
#> multtest 2.46.0 2020-10-27 [1] Bioconductor | ||
#> munsell 0.5.0 2018-06-12 [1] CRAN (R 4.0.3) | ||
#> nlme 3.1-149 2020-08-23 [2] CRAN (R 4.0.3) | ||
|
@@ -444,8 +488,8 @@ devtools::session_info() | |
#> TSP 1.1-10 2020-04-17 [1] CRAN (R 4.0.3) | ||
#> usethis * 2.0.1 2021-02-10 [1] CRAN (R 4.0.3) | ||
#> utf8 1.2.1 2021-03-12 [1] CRAN (R 4.0.3) | ||
#> vctrs 0.3.7 2021-03-29 [1] CRAN (R 4.0.3) | ||
#> vegan 2.5-7 2020-11-28 [1] CRAN (R 4.0.3) | ||
#> vctrs 0.3.8 2021-04-29 [1] RSPM (R 4.0.4) | ||
#> vegan 2.5-7 2020-11-28 [1] RSPM (R 4.0.3) | ||
#> withr 2.4.2 2021-04-18 [1] CRAN (R 4.0.3) | ||
#> xfun 0.22 2021-03-11 [1] CRAN (R 4.0.3) | ||
#> XVector 0.30.0 2020-10-27 [1] Bioconductor | ||
|
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