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r2dii.match

Tools to Match Financial Portfolios with Climate Data

https://github.com/rmi-pacta/r2dii.match

Science Score: 26.0%

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
  • ○
    Institutional organization owner
  • ○
    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (17.7%) to scientific vocabulary

Keywords

climate-change

Keywords from Contributors

dynamic standardization genomics ecology color-palette zsh-plugin archiving autograding interpretability projection
Last synced: 10 months ago · JSON representation

Repository

Tools to Match Financial Portfolios with Climate Data

Basic Info
Statistics
  • Stars: 7
  • Watchers: 4
  • Forks: 5
  • Open Issues: 12
  • Releases: 20
Topics
climate-change
Created almost 7 years ago · Last pushed 11 months ago
Metadata Files
Readme Changelog License Codeowners

README.Rmd 

---
output: github_document
---



```{r, include = FALSE}
knitr::opts_chunk$set(
  collapse = TRUE,
  comment = "#>",
  fig.path = "man/figures/README-",
  out.width = "100%"
)
```

# r2dii.match 


[![Lifecycle: stable](https://img.shields.io/badge/lifecycle-stable-brightgreen.svg)](https://lifecycle.r-lib.org/articles/stages.html#stable)
[![CRAN status](https://www.r-pkg.org/badges/version/r2dii.match)](https://CRAN.R-project.org/package=r2dii.match)
[![](https://cranlogs.r-pkg.org/badges/grand-total/r2dii.match)](https://CRAN.R-project.org/package=r2dii.match)
[![Codecov test coverage](https://codecov.io/gh/RMI-PACTA/r2dii.match/branch/main/graph/badge.svg)](https://app.codecov.io/gh/RMI-PACTA/r2dii.match?branch=main)
[![R-CMD-check](https://github.com/RMI-PACTA/r2dii.match/actions/workflows/R.yml/badge.svg)](https://github.com/RMI-PACTA/r2dii.match/actions/workflows/R.yml)


These tools implement in R a fundamental part of
the software PACTA (Paris Agreement Capital Transition Assessment),
which is a free tool that calculates the alignment between financial
portfolios and climate scenarios.
Financial institutions use PACTA to study how their capital
allocation impacts the climate. This package matches data from
financial portfolios to asset level data from market-intelligence
databases (e.g. power plant capacities, emission factors, etc.). This
is the first step to assess if a financial portfolio aligns with
climate goals.

## Installation

Install the released version of r2dii.match from CRAN with:

```r
# install.packages("r2dii.match")
```

Or install the development version of r2dii.match from GitHub with:

```r
# install.packages("pak")
pak::pak("RMI-PACTA/r2dii.match")
```

## Example

```{r, message=FALSE}
library(r2dii.data)
library(r2dii.match)
```

Matching is achieved in two main steps:

### 1. Run fuzzy matching

`match_name()` will extract all unique counterparty names from the columns: `direct_loantaker`, `ultimate_parent` or `intermediate_parent*` and run fuzzy matching against all company names in the `abcd`:

```{r}
match_result <- match_name(loanbook_demo, abcd_demo)
match_result 
```

### 2. Prioritize validated matches

The user should then manually validate the output of [match_name()], ensuring that the value of the column `score` is equal to `1` for perfect matches only.

Once validated, the `prioritize()` function, will choose only the valid matches, prioritizing (by default) `direct_loantaker` matches over `ultimate_parent` matches: 

```{r}
prioritize(match_result)
```

The result is a dataset with identical columns to the input loanbook, and added columns bridging all matched loans to their abcd counterpart.

[Get started](https://rmi-pacta.github.io/r2dii.match/articles/r2dii-match.html).

```{r echo=FALSE}
download.file("http://bit.ly/banks-thanks", thanks <- tempfile())
```

## Funding

This project has received funding from the [European Union LIFE
program](https://wayback.archive-it.org/12090/20210412123959/https://ec.europa.eu/easme/en/) and the International Climate Initiative (IKI).
The Federal Ministry for the Environment, Nature Conservation and Nuclear Safety
(BMU) supports this initiative on the basis of a decision adopted by the German
Bundestag. The views expressed are the sole responsibility of the authors and do
not necessarily reflect the views of the funders. The funders are not
responsible for any use that may be made of the information it contains.

Owner

  • Name: RMI-PACTA
  • Login: RMI-PACTA
  • Kind: organization

GitHub Events

Total
  • Create event: 19
  • Release event: 3
  • Issues event: 15
  • Delete event: 21
  • Issue comment event: 21
  • Push event: 88
  • Pull request review comment event: 16
  • Pull request review event: 51
  • Pull request event: 37
Last Year
  • Create event: 19
  • Release event: 3
  • Issues event: 15
  • Delete event: 21
  • Issue comment event: 21
  • Push event: 88
  • Pull request review comment event: 16
  • Pull request review event: 51
  • Pull request event: 37

Committers

Last synced: 11 months ago

All Time
  • Total Commits: 552
  • Total Committers: 10
  • Avg Commits per committer: 55.2
  • Development Distribution Score (DDS): 0.268
Past Year
  • Commits: 33
  • Committers: 5
  • Avg Commits per committer: 6.6
  • Development Distribution Score (DDS): 0.303
Top Committers
Name Email Commits
Mauro Lepore m****e@g****m 404
Jackson Hoffart j****t@g****m 77
CJ Yetman c****n@r****g 25
Alex Axthelm a****m@R****g 22
Jacob Kastl 6****k 11
dependabot[bot] 4****] 7
GitHub Actions a****s@g****m 3
Hadley Wickham h****m@g****m 1
2diiKlaus 3****s 1
Jackson Hoffart j****n@2****g 1
Committer Domains (Top 20 + Academic)
rmi.org: 2 2degrees-investing.org: 1 github.com: 1

Issues and Pull Requests

Last synced: 11 months ago

All Time
  • Total issues: 65
  • Total pull requests: 224
  • Average time to close issues: 9 months
  • Average time to close pull requests: 4 days
  • Total issue authors: 9
  • Total pull request authors: 7
  • Average comments per issue: 1.74
  • Average comments per pull request: 0.61
  • Merged pull requests: 203
  • Bot issues: 0
  • Bot pull requests: 14
Past Year
  • Issues: 9
  • Pull requests: 50
  • Average time to close issues: 3 days
  • Average time to close pull requests: 5 days
  • Issue authors: 2
  • Pull request authors: 4
  • Average comments per issue: 0.11
  • Average comments per pull request: 0.38
  • Merged pull requests: 42
  • Bot issues: 0
  • Bot pull requests: 2
View more stats
Top Authors
Issue Authors
  • jdhoffa (28)
  • maurolepore (14)
  • jacobvjk (8)
  • cjyetman (7)
  • AlexAxthelm (2)
  • vintented (2)
  • georgeharris2deg (2)
  • FrederickFa (1)
  • hadley (1)
Pull Request Authors
  • jdhoffa (79)
  • cjyetman (49)
  • maurolepore (40)
  • AlexAxthelm (21)
  • jacobvjk (20)
  • dependabot[bot] (14)
  • hadley (1)
Top Labels
Issue Labels
feature (10) ADO (10) bug (9) upkeep (6) priority (4) medium (4) maintenance-day :nerd_face: (2) breaking change :skull_and_crossbones: (2) documentation (2) small (2)
Pull Request Labels
upkeep (14) dependencies (14) feature (2) priority (2) bug (1)

Packages

  • Total packages: 1
  • Total downloads:
    • cran 531 last-month
  • Total dependent packages: 2
  • Total dependent repositories: 4
  • Total versions: 20
  • Total maintainers: 1
cran.r-project.org: r2dii.match

Tools to Match Corporate Lending Portfolios with Climate Data

  • Versions: 20
  • Dependent Packages: 2
  • Dependent Repositories: 4
  • Downloads: 531 Last month
Rankings
Forks count: 9.7%
Dependent packages count: 13.2%
Dependent repos count: 14.8%
Average: 15.8%
Downloads: 20.5%
Stargazers count: 20.7%
Maintainers (1)
aaxthelm@rmi.org
Last synced: 10 months ago

Dependencies

DESCRIPTION cran
  • R >= 3.4 depends
  • data.table * imports
  • dplyr >= 0.8.5 imports
  • glue * imports
  • lifecycle * imports
  • magrittr * imports
  • purrr * imports
  • r2dii.data * imports
  • rlang * imports
  • stringdist * imports
  • stringi * imports
  • tibble * imports
  • tidyr * imports
  • tidyselect * imports
  • utils * imports
  • covr * suggests
  • rmarkdown * suggests
  • spelling * suggests
  • testthat >= 2.1.0 suggests
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