https://github.com/joshuaulrich/quantmod

Quantitative Financial Modelling Framework

https://github.com/joshuaulrich/quantmod

Science Score: 36.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • CITATION.cff file
  • codemeta.json file
    Found codemeta.json file
  • .zenodo.json file
    Found .zenodo.json file
  • DOI references
  • Academic publication links
  • Committers with academic emails
    1 of 21 committers (4.8%) from academic institutions
  • Institutional organization owner
  • JOSS paper metadata
  • Scientific vocabulary similarity
    Low similarity (15.3%) to scientific vocabulary

Keywords

algorithmic-trading charting data-import finance r time-series

Keywords from Contributors

technical-analysis generalized-linear-models
Last synced: 5 months ago · JSON representation

Repository

Quantitative Financial Modelling Framework

Basic Info
  • Host: GitHub
  • Owner: joshuaulrich
  • License: gpl-3.0
  • Language: R
  • Default Branch: master
  • Homepage: http://www.quantmod.com/
  • Size: 1.24 MB
Statistics
  • Stars: 858
  • Watchers: 108
  • Forks: 229
  • Open Issues: 78
  • Releases: 15
Topics
algorithmic-trading charting data-import finance r time-series
Created about 11 years ago · Last pushed 7 months ago
Metadata Files
Readme Changelog Funding License Security

README.md

About

quantmod is an R package that provides a framework for quantitative financial modeling and trading. It provides a rapid prototyping environment that makes modeling easier by removing the repetitive workflow issues surrounding data management and visualization.

quantmod for enterprise

Available as part of the Tidelift Subscription.

The maintainers of quantmod and thousands of other packages are working with Tidelift to deliver commercial support and maintenance for the open source dependencies you use to build your applications. Save time, reduce risk, and improve code health, while paying the maintainers of the exact dependencies you use. Learn more.

Supporting quantmod development

If you are interested in supporting the ongoing development and maintenance of quantmod, please consider becoming a sponsor.

Installation

The current release is available on CRAN, which you can install via:

r install.packages("quantmod")

To install the development version, you need to clone the repository and build from source, or run one of:

```r

lightweight

remotes::install_github("joshuaulrich/quantmod")

or

devtools::install_github("joshuaulrich/quantmod") ```

You may need tools to compile C, C++, or Fortran code. See the relevant appendix in the R Installation and Administration manual for your operating system:

Getting Started

It is possible to import data from a variety of sources with one quantmod function: getSymbols(). For example:

```r

getSymbols("AAPL", src = "yahoo") # from yahoo finance [1] "AAPL" getSymbols("DEXJPUS", src = "FRED") # FX rates from FRED [1] "DEXJPUS" ```

Once you've imported the data, you can use chartSeries() to visualize it and even add technical indicators from the TTR package:

```r

getSymbols("AAPL") [1] "AAPL" chartSeries(AAPL) addMACD() addBBands() ```

Have a question?

Ask your question on Stack Overflow or the R-SIG-Finance mailing list (you must subscribe to post).

Contributing

Please see the contributing guide.

See Also

  • TTR: functions for technical trading rules
  • xts: eXtensible Time Series based on zoo

Author

Jeffrey Ryan, Joshua Ulrich

Owner

  • Name: Joshua Ulrich
  • Login: joshuaulrich
  • Kind: user
  • Location: Saint Louis, Missouri, USA

GitHub Events

Total
  • Create event: 4
  • Release event: 2
  • Issues event: 22
  • Watch event: 51
  • Delete event: 1
  • Issue comment event: 73
  • Push event: 9
  • Pull request event: 10
  • Fork event: 8
Last Year
  • Create event: 4
  • Release event: 2
  • Issues event: 22
  • Watch event: 51
  • Delete event: 1
  • Issue comment event: 73
  • Push event: 9
  • Pull request event: 10
  • Fork event: 8

Committers

Last synced: 8 months ago

All Time
  • Total Commits: 950
  • Total Committers: 21
  • Avg Commits per committer: 45.238
  • Development Distribution Score (DDS): 0.392
Past Year
  • Commits: 17
  • Committers: 3
  • Avg Commits per committer: 5.667
  • Development Distribution Score (DDS): 0.294
Top Committers
Name Email Commits
Jeffrey A. Ryan j****n@g****m 578
Joshua Ulrich j****h@g****m 325
Ethan Smith 2****h 17
Brian G. Peterson b****n@b****m 7
Steve Bronder s****5@g****m 4
Michael Chirico c****m@g****m 3
jrburl 6****l 2
(no author) (****) 1
Ethan Smith s****n@h****m 1
Evelyn Mitchell e****t@l****m 1
Evelyn Mitchell e****b@l****m 1
Stefan Theussl s****l@w****t 1
mbeigel m****r@g****e 1
Adam Childers 6****h 1
Gabriel 3****n 1
Paul Teetor p****r@y****m 1
Wouter Thielen w****r@m****g 1
faceka r****g@e****u 1
kapsner l****r@g****m 1
olivroy 5****y 1
pverspeelt p****4@g****m 1
Committer Domains (Top 20 + Academic)

Issues and Pull Requests

Last synced: 6 months ago

All Time
  • Total issues: 102
  • Total pull requests: 32
  • Average time to close issues: 8 months
  • Average time to close pull requests: 5 months
  • Total issue authors: 43
  • Total pull request authors: 15
  • Average comments per issue: 1.93
  • Average comments per pull request: 1.88
  • Merged pull requests: 10
  • Bot issues: 0
  • Bot pull requests: 0
Past Year
  • Issues: 13
  • Pull requests: 9
  • Average time to close issues: 4 days
  • Average time to close pull requests: 16 days
  • Issue authors: 11
  • Pull request authors: 2
  • Average comments per issue: 1.15
  • Average comments per pull request: 2.78
  • Merged pull requests: 9
  • Bot issues: 0
  • Bot pull requests: 0
Top Authors
Issue Authors
  • joshuaulrich (54)
  • cotyreh (3)
  • dougedmunds (2)
  • ethanbsmith (2)
  • debsush (2)
  • kendonB (2)
  • zlfang00 (2)
  • serkor1 (2)
  • ignl (2)
  • ghost (1)
  • Theo1996 (1)
  • jtkiley (1)
  • 097115 (1)
  • user3477071 (1)
  • CorentinHubert (1)
Pull Request Authors
  • erichung0404 (7)
  • ethanbsmith (7)
  • MichaelChirico (6)
  • evelynmitchell (2)
  • nocodehummel (2)
  • KuiMing (1)
  • wthielen (1)
  • cloudcell (1)
  • faceka (1)
  • txn123 (1)
  • AndreMikulec (1)
  • timmarch (1)
  • GabrielKaiserQFin (1)
  • rootfs (1)
  • TobCap (1)
Top Labels
Issue Labels
bug (41) patch (11) feature request (7) enhancement (6) duplicate (6) invalid (4) question (4) help wanted (3) wontfix (1)
Pull Request Labels
google-summer-of-code (3)

Packages

  • Total packages: 3
  • Total downloads:
    • cran 217,060 last-month
  • Total docker downloads: 33,625,155
  • Total dependent packages: 62
    (may contain duplicates)
  • Total dependent repositories: 278
    (may contain duplicates)
  • Total versions: 64
  • Total maintainers: 1
cran.r-project.org: quantmod

Quantitative Financial Modelling Framework

  • Versions: 46
  • Dependent Packages: 55
  • Dependent Repositories: 256
  • Downloads: 217,060 Last month
  • Docker Downloads: 33,625,155
Rankings
Forks count: 0.2%
Stargazers count: 0.4%
Downloads: 0.7%
Dependent repos count: 1.0%
Dependent packages count: 1.5%
Average: 3.5%
Docker downloads count: 17.3%
Maintainers (1)
Last synced: 6 months ago
proxy.golang.org: github.com/joshuaulrich/quantmod
  • Versions: 11
  • Dependent Packages: 0
  • Dependent Repositories: 0
Rankings
Dependent packages count: 5.5%
Average: 5.6%
Dependent repos count: 5.8%
Last synced: 6 months ago
conda-forge.org: r-quantmod
  • Versions: 7
  • Dependent Packages: 7
  • Dependent Repositories: 22
Rankings
Dependent repos count: 7.6%
Dependent packages count: 8.0%
Average: 10.6%
Forks count: 11.9%
Stargazers count: 14.8%
Last synced: 6 months ago

Dependencies

DESCRIPTION cran
  • R >= 3.2.0 depends
  • TTR >= 0.2 depends
  • methods * depends
  • xts >= 0.9 depends
  • zoo * depends
  • curl * imports
  • DBI * suggests
  • RMySQL * suggests
  • RSQLite * suggests
  • downloader * suggests
  • jsonlite >= 1.1 suggests
  • timeSeries * suggests
  • xml2 * suggests