evprof

1.2.0

Electric Vehicle Charging Sessions Profiling and Modelling

0packages depend

4.7Kdownloads / year

86.9%test coverage

13/13checks pass

Overview

About

Maintained by Marc CañigueralFirst published 2024-01-195 releasesCRAN page ↗GitHub ↗

Tools for modelling electric vehicle charging sessions into generic groups with similar connection patterns called "user profiles", using Gaussian Mixture Models clustering. The clustering and profiling methodology is described in Cañigueral and Meléndez (2021, ISBN:0142-0615) doi:10.1016/j.ijepes.2021.107195.

Install

R (CRAN)pak (dev)Ubuntu (r2u)Fedora (COPR)openSUSE (OBS)

install.packages("evprof", repos = "https://cloud.r-project.org/")

Installs the current CRAN release. Prebuilt binaries on Windows and macOS.

if (!requireNamespace("pak", quietly = TRUE))
  install.packages("pak", repos = "https://cloud.r-project.org/")
pak::pak("resourcefully-dev/evprof")

Development version from resourcefully-dev/evprof. Installs pak first if it is not already available.

Release

# enable cranapt (r2u) if it is not already set up, then install
grep -rqs r2u.stat.illinois.edu /etc/apt/sources.list /etc/apt/sources.list.d/ \
  || curl -fsSL https://raw.githubusercontent.com/eddelbuettel/r2u/master/inst/scripts/add_cranapt_noble.sh | sudo bash
sudo apt install -y r-cran-evprof

Fast Ubuntu binaries via r2u (no compilation). The cranapt setup runs once and is skipped when it is already enabled.

bspm (used by r2u) also needs make: sudo apt install make

# enable the iucar/cran COPR if it is not already present, then install
ls /etc/yum.repos.d/*iucar*cran*.repo >/dev/null 2>&1 \
  || sudo dnf copr enable -y iucar/cran
sudo dnf install -y R-CRAN-evprof

RPMs from the iucar/cran COPR, rebuilt from CRAN.

For install.packages() integration in R, also: sudo dnf install R-CoprManager

# add the autoCRAN OBS repo (Tumbleweed) if it is missing, then install
zypper -q lr | grep -qi autoCRAN \
  || sudo zypper addrepo https://download.opensuse.org/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Tumbleweed/devel:languages:R:autoCRAN.repo
sudo zypper install -y R-evprof

RPMs auto-built from CRAN on openSUSE OBS (Tumbleweed).

Health

CRAN checks

13OK

Slowest check: 8.2 min · r-oldrel-macos-x86_64

Code health

Yes

Tests · ratio 0.18

86.9%

Coverage · measured lines

100%

Documentation · exports

Dependencies · direct

Check history

OK2026-06-09
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-06-08
12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
OK2026-03-15
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-03-10
12 OK · 0 NOTE · 0 WARNING · 2 ERROR · 0 FAILURE

Documentation

READMEYes · 643 wordsVignettesYes · dynamicpkgdown siteNoNEWSYes · 100% structuredCode of conductNoContributing guideNo

Examples that run: 91%
Documented parameters: 90%
Return-value docs: 100%
References docs: 0%

Downloads

4.7K

CRAN downloads in the past year

Rank #7,891 · ~13/day · ~392/mo

Releases R versions

Daily download trend is not available in this view yet.

32330 days

1.4K90 days

4.7K1 year

Compare downloads with other packages →

Also on162 r2u31 autocran

Repository

GitHub ↗ resourcefully-dev/evprof

3Stars

0Forks

0Open issues

0Open PRs

0Releases

186Commits

3Contributors

License GPL-3.0 · 186 commits · Last activity 2025-12-22

Stars over time

2025-05-01 · 32026-07-07 · 3

Repository practices

Upstream repositoryBeta

6 development-tooling and community-health practices detected across 5 families in the upstream repository

Checks run against github.com/resourcefully-dev/evprof on 2026-07-19.

Continuous integration (1)

GitHub Actions

Reproducibility and dev environment (1)

data-raw/

CRAN release process (2)

cran-comments.mdCRAN-SUBMISSION

Docs source (1)

README.Rmd

Show all practices

Lint, format, editor (1)

RStudio project

How this is detected·Detection ruleset v1 (2026-07-18)

Dependencies

Declared dependencies

16 external dependencies (excludes base and recommended)

Depends (1)

R >= 3.5.0

Imports (13)

cowplot dbscan dplyr ggplot2 jsonlite lubridateMASSmclust plotly purrr rlang tibble tidyr

LinkingTo (0)

none

Suggests (5)

knitr rmarkdown spelling testthatutils

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

Code Composition

R 2,705 (58%)Rd 1,833 (39%)Vignettes 121 (3%)

Code characteristics

Object systems

S31

Cyclomatic complexity: 1.0 median / 9 max
Test cases: 28 / 0.18 per code line

Test coverage

Line coverage

87%

Expression

84.9%

Tests / Examples

86.9% / 78% ex

Functions

50 32 exported

Complexity

2.2 avg / 9 max

Call network

50 nodes / 42 edges

Call graph

Open call graph →

Loading call graph…

Lowest coverage

50 functions

Function	Cyclo	Coverage
.onLoad	2	0%
adapt_old_evmodel	3	0%
print.evmodel	6	0%
round_to_half	1	0%
detect_outliers exp	9	82%
define_clusters exp	4	83%

Datasets

Bundled datasets · 4

Name	Class	Rows × Cols	Also ships in
california_ev_sessions	tbl_df/tbl/data.frame	30,114 × 12	in 2 packages
california_ev_sessions_profiles	tbl_df/tbl/data.frame	28,447 × 15	in 2 packages
sessions_feature_names	vector	–	in 2 packages
sessions_summary_feature_names	vector	–	–

People & History

People (1)

Maintainer (1)

Marc Cañigueral

Author, Maintainer, Copyright holder

Authors (1)

Marc Cañigueral

Author, Maintainer, Copyright holder

Marc Cañigueral

Author, Maintainer, Copyright holder

Package Timeline

5 releases. Pick two to compare their code metrics. R releases are shown for context.

R
R 4.6.0 released · 2026-04-24
1.2.0Latest
2025-12-24 · current release · diff ↗
R
R 4.5.0 released · 2025-04-11
R
R 4.4.0 released · 2024-04-24
1.1.2
2024-03-14 · diff ↗
1.1.1
2024-02-05 · diff ↗
1.1.0
2024-01-30 · diff ↗
1.0.0
2024-01-19
R
R 4.3.0 released · 2023-04-21

Package metadata

First published: 2024-01-19
Total releases: 5 / 2 yrs
License: GPL-3 OSI
Minimum R: ≥ 3.5.0
Bundled data: 2.5 MB / 6 files
Download size: 3.0 MB
Installed size: not tracked yet
With dependencies: not tracked yet

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