Package index • jrrosell

read and write

Some functions to help reading and writing files.

read_chr(): Read character columns with clean names

read_url(): Read the html text of an url

read_xlsx(): Read a sheet from a xlsx file into a tibbles

resp_body_yyjson(): Extract body from httr2 response using yyjsonr

write_xlsx(): Write a list of tibbles to a xlsx file

tidymodels

Some functions to help using tidymodels.

calc_split_prop(): Calculate split proportion

calc_split_size(): Calculate split size

fit_results(): Fit a workflow with specific parameters

last_fit_metrics(): Do the last fit and get the metrics

normalize_vec(): Center and scale double vectors

prep_juice(): Prep, juice and glimpse a recipe or workflow

prep_juice_ncol(): Prep, juice and get cols from a recipe or workflow

score_recipe(): Tune a recipe using glmnet and lightgbm and stacks

update_step(): Update recipe step values by id

workflow_boost_tree(): Create an xgboost tunable workflow for regression and classification

workflow_elasticnet(): Create a tuneable glmnet worfklow for regression and classification

graphing

Some functions to help ploting and customize look and feel.

theme_roboto(): Sets a minimal theme using the Roboto font family

theme_set_roboto_darkblue(): Sets a dark blue colored dark minimal theme using the Roboto font family

packages

Some functions to help managing packages and package versions.

addin_generate_documentation(): Adding to generate documentation

check_installed_github(): Check if the last github version is installed

generate_documentation(): Generate documentation

package_github_name(): Github name of the package

package_github_version(): Github version of the package

Data wrangling

Some functions to help data wrangling in R.

add_row_hash(): Add hash for each row

count_duplicated_rows(): Count the number of duplicated rows

count_sorted(): Count a variable or variables sorted

glimpses(): Glimpse multiple datasets

plot_bars(): Plot bars for non double columns

plot_histograms(): Plot histograms for double columns

plot_missing(): Plot missing values

plot_variable(): Plot a variable

sanitize_title_with_dashes(): Sanitize title with dashes

slugify(): Slugify character vectors

sum_missing(): Sum the missing values from a data.frame

summarize_n_distinct(): Select constant columns from a data.frame

processing

Some functions to help processing in R.

name_unnamed_chunks(): Name unnamed chunks in .Rmd or .qmd files

notify_finished(): Make a sound and send an email when a process finished

text

Some functions to help with text in R .

chars(): Create a vector of characters from a string

fuzzy_token_set_ratio(): Fuzzy Token Set Ratio

get_sentiments_by_language(): Get a sentiments by language

normalize_text(): Normalize text

prepare_docs(): Prepare docs for Analysis

prepare_text(): Prepare Text for Analysis

prepare_tokens(): Prepare tokens from text for Analysis

remove_stopwords(): Remove stopwords

tokenize_text(): Tokenize text

pipe

Some functions to help piping.

aside(): Multiple aside functions with base R pipe

end_pipe(): End a pipe

tee(): Tee pipe that return the original value instead of the result

parallel

Some functions to help with parallel computing in R .

detect_cores(): Detect cores that could be used

request_max_safe_cores_from_rss(): Request the maximum safe number of cores

types

Some functions to help with types in R .

as.bitstring(): Data type utilities

data

Datasets and objects included in my personal R package.

spain_provinces: spain_provinces

spain_ccaas: spain_ccaas