R-universe search: crosswalk

btskinner

crosswalkr:Rename and Encode Data Frames Using External Crosswalk Files

A pair of functions for renaming and encoding data frames using external crosswalk files. It is especially useful when constructing master data sets from multiple smaller data sets that do not name or encode variables consistently across files. Based on similar commands in 'Stata'.

Maintained by Benjamin Skinner. Last updated 1 years ago.

crosswalk encode labels rename

28.6 match 9 stars 5.26 score 20 scripts

ropengov

retroharmonize:Ex Post Survey Data Harmonization

Assist in reproducible retrospective (ex-post) harmonization of data, particularly individual level survey data, by providing tools for organizing metadata, standardizing the coding of variables, and variable names and value labels, including missing values, and documenting the data transformations, with the help of comprehensive s3 classes.

Maintained by Daniel Antal. Last updated 2 months ago.

ropengov

15.2 match 10 stars 7.62 score 59 scripts

eworx-org

iscoCrosswalks:Crosswalks Between Classifications of Occupations

Allows the user to perform approximate matching between the occupational classifications using concordances provided by the Institute for Structural Research and Faculty of Economics, University of Warsaw, <doi:10.1111/ecot.12145>. The crosswalks offer a complete step-by-step mapping of Standard Occupational Classification (2010) data to the International Standard Classification of Occupations (2008). We propose a mapping method based on the aforementioned research that converts measurements to the smallest possible unit of the target taxonomy, and then performs an aggregation/estimate to the requested degree Occupational Hierarchical level.

Maintained by Alexandros Kouretsis. Last updated 3 years ago.

21.6 match 7 stars 4.59 score 11 scripts

ropensci

dataspice:Create Lightweight Schema.org Descriptions of Data

The goal of 'dataspice' is to make it easier for researchers to create basic, lightweight, and concise metadata files for their datasets. These basic files can then be used to make useful information available during analysis, create a helpful dataset "README" webpage, and produce more complex metadata formats to aid dataset discovery. Metadata fields are based on the 'Schema.org' and 'Ecological Metadata Language' standards.

Maintained by Bryce Mecum. Last updated 4 years ago.

data dataset metadata schema-org unconf unconf18

12.6 match 162 stars 7.45 score 25 scripts

pfizer-opensource

zippeR:Working with United States ZIP Code and ZIP Code Tabulation Area Data

Provides a set of functions for working with American postal codes, which are known as ZIP Codes. These include accessing ZIP Code to ZIP Code Tabulation Area (ZCTA) crosswalks, retrieving demographic data for ZCTAs, and tabulating demographic data for three-digit ZCTAs.

Maintained by Christopher Prener. Last updated 19 days ago.

13.0 match 11 stars 6.52 score 5 scripts 1 dependents

heli-xu

findSVI:Calculate Social Vulnerability Index for Communities

Developed by CDC/ATSDR (Centers for Disease Control and Prevention/ Agency for Toxic Substances and Disease Registry), Social Vulnerability Index (SVI) serves as a tool to assess the resilience of communities by taking into account socioeconomic and demographic factors. Provided with year(s), region(s) and a geographic level of interest, 'findSVI' retrieves required variables from US census data and calculates SVI for communities in the specified area based on CDC/ATSDR SVI documentation. Reference for the calculation methods: Flanagan BE, Gregory EW, Hallisey EJ, Heitgerd JL, Lewis B (2011) <doi:10.2202/1547-7355.1792>.

Maintained by Heli Xu. Last updated 1 months ago.

13.6 match 12 stars 5.68 score 16 scripts

elipousson

mapbaltimore:Make maps for Baltimore City with open data

This package provides data from the Baltimore City, the state of Maryland, and other sources, functions to access additional data, and function to create and modify simple maps of Baltimore neighborhoods using sf and ggplot2.

Maintained by Eli Pousson. Last updated 4 months ago.

baltimore rspatial

17.2 match 17 stars 3.85 score 14 scripts

fragla

eq5d:Methods for Analysing 'EQ-5D' Data and Calculating 'EQ-5D' Index Scores

EQ-5D is a popular health related quality of life instrument used in the clinical and economic evaluation of health care. Developed by the EuroQol group <https://euroqol.org/>, the instrument consists of two components: health state description and evaluation. For the description component a subject self-rates their health in terms of five dimensions; mobility, self-care, usual activities, pain/discomfort, and anxiety/depression using either a three-level (EQ-5D-3L, <https://euroqol.org/information-and-support/euroqol-instruments/eq-5d-3l/>) or a five-level (EQ-5D-5L, <https://euroqol.org/information-and-support/euroqol-instruments/eq-5d-5l/>) scale. Frequently the scores on these five dimensions are converted to a single utility index using country specific value sets, which can be used in the clinical and economic evaluation of health care as well as in population health surveys. The eq5d package provides methods to calculate index scores from a subject's dimension scores. 32 TTO and 11 VAS EQ-5D-3L value sets including those for countries in Szende et al (2007) <doi:10.1007/1-4020-5511-0> and Szende et al (2014) <doi:10.1007/978-94-007-7596-1>, 47 EQ-5D-5L EQ-VT value sets, the EQ-5D-5L crosswalk value sets developed by van Hout et al. (2012) <doi:10.1016/j.jval.2012.02.008>, the crosswalk value sets for Bermuda, Jordan and Russia and the reverse crosswalk value sets. 10 EQ-5D-Y value sets are also included as are the NICE 'DSU' age-sex based EQ-5D-3L to EQ-5D-5L and EQ-5D-5L to EQ-5D-3L mappings. Methods are also included for the analysis of EQ-5D profiles, including those from the book "Methods for Analyzing and Reporting EQ-5D data" by Devlin et al. (2020) <doi:10.1007/978-3-030-47622-9>. Additionally a shiny web tool is included to enable the calculation, visualisation and automated statistical analysis of EQ-5D data via a web browser using EQ-5D dimension scores stored in CSV or Excel files.

Maintained by Fraser Morton. Last updated 15 days ago.

7.8 match 22 stars 8.19 score 37 scripts

tonyfischetti

libbib:Various Utilities for Library Science/Assessment and Cataloging

Provides functions for validating and normalizing bibliographic codes such as ISBN, ISSN, and LCCN. Also includes functions to communicate with the WorldCat API, translate Call numbers (Library of Congress and Dewey Decimal) to their subject classifications or subclassifications, and provides various loadable data files such call number / subject crosswalks and code tables.

Maintained by Tony Fischetti. Last updated 2 years ago.

18.4 match 3.20 score 32 scripts

wenjie2wang

touch:Tools of Utilization and Cost in Healthcare

R implementation of the software tools developed in the H-CUP (Healthcare Cost and Utilization Project) <https://www.hcup-us.ahrq.gov> and AHRQ (Agency for Healthcare Research and Quality) <https://www.ahrq.gov>. It currently contains functions for mapping ICD-9 codes to the AHRQ comorbidity measures and translating ICD-9 (resp. ICD-10) codes to ICD-10 (resp. ICD-9) codes based on GEM (General Equivalence Mappings) from CMS (Centers for Medicare and Medicaid Services).

Maintained by Wenjie Wang. Last updated 3 years ago.

ahrq comorbidity crosswalk healthcare icd-10 icd-9 cpp

11.0 match 13 stars 4.58 score 29 scripts

btskinner

duawranglr:Securely Wrangle Dataset According to Data Usage Agreement

Create shareable data sets from raw data files that contain protected elements. Relying on master crosswalk files that list restricted variables, package functions warn users about possible violations of data usage agreement and prevent writing protected elements.

Maintained by Benjamin Skinner. Last updated 4 years ago.

data-security data-usage-agreement data-wrangling

9.2 match 9 stars 5.37 score 13 scripts

marketbridge

zctaCrosswalk:Crosswalk Between 2020 Census ZIP Code Tabulation Areas (ZCTAs), States and Counties

Contains the US Census Bureau's 2020 ZCTA to County Relationship File, as well as convenience functions to translate between States, Counties and ZIP Code Tabulation Areas (ZCTAs).

Maintained by Ari Lamstein. Last updated 2 years ago.

8.1 match 5 stars 5.39 score 11 scripts 1 dependents

ropensci

cffr:Generate Citation File Format ('cff') Metadata for R Packages

The Citation File Format version 1.2.0 <doi:10.5281/zenodo.5171937> is a human and machine readable file format which provides citation metadata for software. This package provides core utilities to generate and validate this metadata.

Maintained by Diego Hernangómez. Last updated 4 days ago.

attribution citation credit citation-files cff metadata citation-file-format ropensci

4.2 match 26 stars 9.74 score 116 scripts 3 dependents

pursuitofdatascience

tidyEmoji:Discovers Emoji from Text

Unicodes are not friendly to work with, and not all Unicodes are Emoji per se, making obtaining Emoji statistics a difficult task. This tool can help your experience of working with Emoji as smooth as possible, as it has the 'tidyverse' style.

Maintained by Youzhi Yu. Last updated 2 years ago.

7.3 match 2 stars 4.00 score 7 scripts

elipousson

getACS:Help Wrangling American Community Survey Data from tidycensus

A package with helper functions for working with Census data downloaded with the tidycensus package.

Maintained by Eli Pousson. Last updated 1 months ago.

american-community-survey tidycensus

6.2 match 4 stars 4.68 score 10 scripts

eeethb

edgedata:Datasets that Support the EDGE Server DIY Logic

Datasets from most recent Center for Consumer Information and Insurance Oversight (CCIIO) DIY entry in a tidy format. These support the Centers for Medicare and Medicaid Services' (CMS) risk adjustment Do-It-Yourself (DIY) process, which allows health insurance issuers to calculate member risk profiles under the Health and Human Services-Hierarchical Condition Categories (HHS-HCC) regression model. This regression model is used to calculate risk adjustment transfers. Risk adjustment is a selection mitigation program implemented under the Patient Protection and Affordable Care Act (ACA or Obamacare) in the USA. Under the ACA, health insurance issuers submit claims data to CMS in order for CMS to calculate a risk score under the HHS-HCC regression model. However, CMS does not inform issuers of their average risk score until after the data submission deadline. These data sets can be used by issuers to calculate their average risk score mid-year. More information about risk adjustment and the HHS-HCC model can be found here: <https://www.cms.gov/mmrr/Articles/A2014/MMRR2014_004_03_a03.html>.

Maintained by Ethan Brockmann. Last updated 3 years ago.

10.5 match 1 stars 2.70 score 1 scripts

choi-phd

PROsetta:Linking Patient-Reported Outcomes Measures

Perform scale linking to establish relationships between instruments that measure similar constructs according to the PROsetta Stone methodology, as in Choi, Schalet, Cook, & Cella (2014) <doi:10.1037/a0035768>.

Maintained by Seung W. Choi. Last updated 4 months ago.

cpp

5.3 match 1 stars 5.04 score 11 scripts

gavinrozzi

zipcodeR:Data & Functions for Working with US ZIP Codes

Make working with ZIP codes in R painless with an integrated dataset of U.S. ZIP codes and functions for working with them. Search ZIP codes by multiple geographies, including state, county, city & across time zones. Also included are functions for relating ZIP codes to Census data, geocoding & distance calculations.

Maintained by Gavin Rozzi. Last updated 1 years ago.

3.6 match 80 stars 7.31 score 176 scripts

sumtxt

ags:Crosswalk Municipality and District Statistics in Germany

Construct time series for Germany's municipalities (Gemeinden) and districts (Kreise) using a annual crosswalk constructed by the Federal Office for Building and Regional Planning (BBSR).

Maintained by Moritz Marbach. Last updated 11 months ago.

5.4 match 8 stars 4.60 score 3 scripts

cran

mwlaxeref:Cross-References Lake Identifiers Between Different Data Sets

Handy helper package for cross-referencing lake identifiers among different data sets in the Midwestern United States. There are multiple different state, regional, and federal agencies that have different identifiers on lakes. This package helps you to go between them.

Maintained by Paul Frater. Last updated 1 years ago.

8.5 match 2.00 score

usaid-oha-si

tameDP:Import targets and PLHIV data from COP Target Setting Tool (formerly Data Pack)

Import PSNUxIM targets and PLHIV data from COP Data Pack. The purpose is to make the data tidy and more usable than their current structure in the Excel data packs.

Maintained by Aaron Chafetz. Last updated 1 years ago.

3.4 match 1 stars 4.92 score 46 scripts

elipousson

getdata:Get Easy Access to Tabular and Spatial Data

Download and format spatial and non-spatial data with simple filtering by location.

Maintained by Eli Pousson. Last updated 5 months ago.

rspatial

3.4 match 12 stars 4.46 score 18 scripts 3 dependents

elipousson

filenamr:Make and Modify File Names and Metadata

Work with filenames and paths and read and write file metadata.

Maintained by Eli Pousson. Last updated 4 months ago.

file-naming

3.6 match 3 stars 4.03 score 3 scripts 6 dependents

poissonconsulting

wqbc:Tidy Water Quality Data and Calculate Thresholds for British Columbia

Tidies water quality data and calculates water quality thresholds for British Columbia.

Maintained by Andy Teucher. Last updated 2 months ago.

bc

3.3 match 4.23 score 34 scripts

elbersb

segregation:Entropy-Based Segregation Indices

Computes segregation indices, including the Index of Dissimilarity, as well as the information-theoretic indices developed by Theil (1971) <isbn:978-0471858454>, namely the Mutual Information Index (M) and Theil's Information Index (H). The M, further described by Mora and Ruiz-Castillo (2011) <doi:10.1111/j.1467-9531.2011.01237.x> and Frankel and Volij (2011) <doi:10.1016/j.jet.2010.10.008>, is a measure of segregation that is highly decomposable. The package provides tools to decompose the index by units and groups (local segregation), and by within and between terms. The package also provides a method to decompose differences in segregation as described by Elbers (2021) <doi:10.1177/0049124121986204>. The package includes standard error estimation by bootstrapping, which also corrects for small sample bias. The package also contains functions for visualizing segregation patterns.

Maintained by Benjamin Elbers. Last updated 1 years ago.

entropy segregation statistics cpp

2.0 match 36 stars 6.44 score 51 scripts

blakelanglais

ProAE:PRO-CTCAE Scoring, Analysis, and Graphical Tools

A collection of tools to facilitate standardized analysis and graphical procedures when using the National Cancer Institute’s Patient-Reported Outcomes version of the Common Terminology Criteria for Adverse Events (PRO-CTCAE) and other PRO measurements.

Maintained by Blake Langlais. Last updated 5 months ago.

3.6 match 3.48 score 9 scripts

jamgreen

lehdr:Grab Longitudinal Employer-Household Dynamics (LEHD) Flat Files

Designed to query Longitudinal Employer-Household Dynamics (LEHD) workplace/residential association and origin-destination flat files and optionally aggregate Census block-level data to block group, tract, county, or state. Data comes from the LODES FTP server <https://lehd.ces.census.gov/data/lodes/LODES8/>.

Maintained by Jamaal Green. Last updated 4 months ago.

1.7 match 62 stars 7.05 score 90 scripts

adamlilith

omnibus:Helper Tools for Managing Data, Dates, Missing Values, and Text

An assortment of helper functions for managing data (e.g., rotating values in matrices by a user-defined angle, switching from row- to column-indexing), dates (e.g., intuiting year from messy date strings), handling missing values (e.g., removing elements/rows across multiple vectors or matrices if any have an NA), text (e.g., flushing reports to the console in real-time); and combining data frames with different schema (copying, filling, or concatenating columns or applying functions before combining).

Maintained by Adam B. Smith. Last updated 6 months ago.

count-decimals leap-year merge-lists missing-values rotate-matrix sampling

1.7 match 4 stars 5.83 score 54 scripts 3 dependents

bldavies

uk2us:Convert Words Between UK and US English

Functions for converting between UK and US spellings of English words.

Maintained by Benjamin Davies. Last updated 4 years ago.

3.6 match 2.70 score 1 scripts

elipousson

baltimoredata:Access Updated and Historic Data on Baltimore City, Maryland

This package provides access to a small number of spatial and nonspatial datasets related to Baltimore City, Maryland.

Maintained by Eli Pousson. Last updated 8 months ago.

baltimore

3.8 match 2.40 score 2 scripts

rmi-pacta

pacta.data.preparation:Prepare Data for PACTA for Investors

This package provides tools to prepare input datasets to be run in the PACTA_analysis tool.

Maintained by CJ Yetman. Last updated 5 months ago.

climate-change pacta pactaverse sustainable-finance

1.7 match 1 stars 4.36 score 11 scripts 1 dependents

cran

EHR:Electronic Health Record (EHR) Data Processing and Analysis Tool

Process and analyze electronic health record (EHR) data. The 'EHR' package provides modules to perform diverse medication-related studies using data from EHR databases. Especially, the package includes modules to perform pharmacokinetic/pharmacodynamic (PK/PD) analyses using EHRs, as outlined in Choi, Beck, McNeer, Weeks, Williams, James, Niu, Abou-Khalil, Birdwell, Roden, Stein, Bejan, Denny, and Van Driest (2020) <doi:10.1002/cpt.1787>. Additional modules will be added in future. In addition, this package provides various functions useful to perform Phenome Wide Association Study (PheWAS) to explore associations between drug exposure and phenotypes obtained from EHR data, as outlined in Choi, Carroll, Beck, Mosley, Roden, Denny, and Van Driest (2018) <doi:10.1093/bioinformatics/bty306>.

Maintained by Leena Choi. Last updated 2 years ago.

2.0 match 3.60 score

elipousson

marylandedu:Maryland State Department of Education Data

The marylandedu package provides access to selected datasets from the Maryland State Department of Education (MSDE) that have been standardized to better support year-by-year analysis and visualization.

Maintained by Eli Pousson. Last updated 1 years ago.

education-data maryland

3.5 match 1 stars 1.70 score

christopherkenny

cvap:Citizen Voting Age Population

Works with the Citizen Voting Age Population special tabulation from the US Census Bureau <https://www.census.gov/programs-surveys/decennial-census/about/voting-rights/cvap.html>. Provides tools to download and process raw data. Also provides a downloading interface to processed data. Implements a very basic approach to estimate block level citizen voting age population from block group data.

Maintained by Christopher T. Kenny. Last updated 12 months ago.

1.8 match 2 stars 3.30 score 7 scripts

mathsinhealth

eq5dsuite:Manipulating and Analysing EQ-5d Data

The EQ-5D is a widely-used standarized instrument for measuring Health Related Quality Of Life (HRQOL), developed by the EuroQol group <https://euroqol.org/>. It assesses five dimensions; mobility, self-care, usual activities, pain/discomfort, and anxiety/depression, using either a three-level (EQ-5D-3L) or five-level (EQ-5D-5L) scale. Scores from these dimensions are commonly converted into a single utility index using country-specific value sets, which are critical in clinical and economic evaluations of healthcare and in population health surveys. The eq5dsuite package enables users to calculate utility index values for the EQ-5D instruments, including crosswalk utilities using the original crosswalk developed by van Hout et al. (2012) <doi:10.1016/j.jval.2012.02.008> (mapping EQ-5D-5L responses to EQ-5D-3L index values), or the recently developed reverse crosswalk by van Hout et al. (2021) <doi:10.1016/j.jval.2021.03.009> (mapping EQ-5D-3L responses to EQ-5D-5L index values). Users are allowed to add and/or remove user-defined value sets. Additionally, the package provides tools to analyze EQ-5D data according to the recommended guidelines outlined in "Methods for Analyzing and Reporting EQ-5D data" by Devlin et al. (2020) <doi:10.1007/978-3-030-47622-9>.

Maintained by Kim Rand. Last updated 10 months ago.

0.9 match 3.95 score 1 dependents

cran

CCSRfind:Convert ICD-10 Codes to CCSR Codes

Provides a tool for matching ICD-10 codes to corresponding Clinical Classification Software Refined (CCSR) codes. The main function, CCSRfind(), identifies each CCSR code that applies to an individual given their diagnosis codes. It also provides a summary of CCSR codes that are matched to a dataset. The package contains 3 datasets: 'DXCCSR' (mapping of ICD-10 codes to CCSR codes), 'Legend' (conversion of DXCCSR to CCSRfind-usable format for CCSR codes with less than or equal to 1000 ICD-10 diagnosis codes), and 'LegendExtend' (conversion of DXCCSR to CCSRfind-usable format for CCSR codes with more than 1000 ICD-10 dx codes). The disc() function applies grepl() ('base') to multiple columns and is used in CCSRfind().

Maintained by Mark Ramos. Last updated 7 months ago.

3.5 match 1.00 score

omtarful

harmonydata:R Library for 'Harmony'

'Harmony' is a tool using AI which allows you to compare items from questionnaires and identify similar content. You can try 'Harmony' at <https://harmonydata.ac.uk/app/> and you can read our blog at <https://harmonydata.ac.uk/blog/> or at <https://fastdatascience.com/how-does-harmony-work/>. Documentation at <https://harmonydata.ac.uk/harmony-r-released/>.

Maintained by Omar Hassoun. Last updated 8 days ago.

1.9 match 1.20 score 16 scripts