explore 0.9.0 (2022-08-31)

• rename create_x_data() to create_data_x()
• rename add_x_var() to add_var_x()
• extend create_data funtions
• extend add_var functions
• explain_tree(): set default minsplit to 20
• explain_tree(): set prior probabilities
• explore(): targetpct as alternative to split parameter
• report(): targetpct as alternative to split parameter
• balance_target(): add parameter seed
• fix variable type for create_data_x()
• using md in roxygen

explore 0.8.0 (2022-01-29)

• all dwh_ functions are no longer included in {explore} Alternative: source https://github.com/rolkra/dwh
• add create_fake_data()
• add create_random_data()
• add add_random_var()
• add get_var_buckets()
• total_fig_height(): parameters var_name_target, var_name_n
• code styling
• report templates: add var buckets (to plot large number of variables)

explore 0.7.1 (2021-06-03)

• change theme_light() into individual theme() so that set_theme works.
• add rmarkdown to Suggests in DESCRIPTION
• fix URL in DESCRIPTION
• drop LazyData in DESCRIPTION
• format DESCRIPTION

explore 0.7.0 (2021-01-21)

• add weights parameter to explain_tree()
• flip no/yes label in rpart.plot
• fix minsplit for count-data
• add weight_target()
• add plot_legend_targetpct()
• add legend in targetpct rmarkdown-template
• add unit testing (testthat)

explore 0.6.2 (2020-10-13)

• Bugfix explore_bar(): NA in plot
• explore_count(): convert target into factor
• explore_count(): add default title (cat name)
• explore_count(): add parameter numeric, max_cat, max_target_cat
• explain_tree(): convert character variables into factors (count data)
• explain_tree(): parameter out (“plot” | “model”)
• explain_logreg(): parameter out (“tibble” | “model”)
• vignette “explore_titanic”: change to tibble
• vignette “explore_mtcars”: add explanations
• change theme_minimal to theme_light
• dwh_fastload(): add parameters overwrite and append
• update README.md

explore 0.6.1 (2020-09-04)

• Fix Github URL
• new Vignette “explore_penguins”
• new Vignette “explore_titanic” (count data)
• explore_count(): plot count() output
• add default parameter n for count data: explore(), explore_all(), explore_tbl(), explain_tree(), report(), describe(), describe_cat, describe_num(), describe_tbl(), total_fig_height()
• explore_tree(): default value for minsplit = 10% of obs
• explore_cor(): use geom_point for small datasets
• explore_shiny(): use browseURL() with parameter browser=NULL
• describe_tbl(): add observations containing NA
• guess_cat_num(): parameter description (optional)
• count_pct(): no renaming of variables

explore 0.5.5 (2020-04-06)

Maintenance update:

• fix breaking changes tibble 3.0.0

explore 0.5.4 (2020-02-10)

Maintenance update:

• fix param … in description (PR#16223, see https://bugs.r-project.org/show_bug.cgi?id=16223)

explore 0.5.3 (2020-01-17)

• explore_bar(): add parameter numeric
• describe_all() returns a tibble
• describe_all(): column ‘variable’ is character (not factor)
• report() split = TRUE as default
• add rescale01()
• add parameter rescale01 to clean_var()
• add function count_pct()
• add out=‘tibble’ to describe_cat()
• add function explore_targetpct()

explore 0.5.2 (2019-11-21)

• split scource-code file into multiple files
• format_num_auto without brackets
• treat Date variables as cat
• report() fix automatic file extentison .html
• add simplify_text()
• add parameter simplify_text to clean_var()
• fix link in README.md

explore 0.5.1 (2019-10-07)

Prepare for new dplyr 0.8.4 Bug Fixes

• prepare explore_tbl() for dplyr 0.8.4
• describe_num() with default digits=6
• describe_cat() bugfix variable with all NA
• describe_all() bugfix variable with all NA
• explain_tree() bugfix dataframe with 0 rows
• improve speed describe() text output (RMarkdown)
• explore() now checks if data is a data.frame

explore 0.5.0 (2019-09-19)

Interactive data exploration now accept categorical and numerical targets (next to a binary target).

• explain_tree(): target can be bin/num/cat
• explain_tree(): add parameter max_target_cat
• explore_shiny(): target can be bin/num/cat
• add function format_num_auto()
• add function total_fig_height()
• get_nrow() deprecated, use total_fig_height() instead
• add parameter title to explore_cor()
• add support for POSIXct in describe()
• improved handling of dataframes with no observations
• add parameter title to explore_density()
• add parameter nvar to total_fig_height()
• update README.md
• update Vignettes
• add NEWS.md
• add hex sticker

explore 0.4.4 (2019-08-30)

Many functions now accept categorical and numerical targets (next to a binary target). If you want to force which geom is used for visualisation, you can use explore_bar() and explore_density(). New function explore_tbl() to visualise a dataframe/table (type of variables, number of NA, …)

• add function explore_bar()
• explore_density() now using correct tidy eval, target cat > 2 possible
• target_explore_cat() now using correct tidy eval
• target_explore_num() now using correct tidy eval
• add plot_var_info() - plots a info-text to a variable as ggplot obj.
• plot_var_info() used in explore/explore_all if
• plot_var_info() used if explore empty data
• add parameter max_cat in explore_bar(), explore_density() and explain_tree()
• add explore_tbl()
• drop explore_cat() & explore_num()
• rename template_report_target_den.html > _split.html
• intelligent placing of labels in plots
• add info window “generating report …” in explore_shiny
• format_num() -> format_num_kMB(), format_num_space()
• format_target -> if numeric split 0/1 by mean
• report() -> default .html file extension
• consistency showing NA info in explore-title
• parameter split: default = FALSE
• allow numeric (num) target in explore_all & report
• describe_tbl() -> fix target if not bin
• desribe(): change out=“vector” to out=“list”

explore 0.4.3 (2019-06-20)

• fix parameter in explore: auto_scale, na
• fix number of NA in explore (move code before auto_scale)
• explore_density() with target: drop plot title “propensity by”
• explore_shiny(): use output_dir / tempdir()
• change naming “attribute” to “variable” (consistent)