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Data Summary

describe()
Data Description
sparsity()
Sparsity

Data Preparation

append_column()
Add a (Named) Vector as a Column
append_rownames()
Convert Row Names to an Explicit Column
assign_colnames() assign_rownames()
Assign a Specific Row/Column to the Column/Row Names
compact() compact_cols() compact_rows()
Remove Empty Rows/Columns
count()
Count Values Using a Predicate
detect()
Find Rows/Columns Using a Predicate
discard() discard_cols() discard_rows()
Remove Rows/Columns Using a Predicate
get_columns() get_rows()
Get Rows/Columns by Name
keep() keep_cols() keep_rows()
Keep Rows/Columns Using a Predicate
seek_columns() seek_rows()
Search Rows/Columns by Name

Data Cleaning

clean_whitespace()
Remove Leading/Trailing Whitespace
remove_Inf()
Remove Rows/Columns with Infinite Values
remove_NA()
Remove Rows/Columns with Missing Values
remove_constant()
Remove Constant Columns
remove_empty()
Remove Rows/Columns with Empty String
remove_zero()
Remove Rows/Columns with Zeros
replace_Inf()
Replace Infinite Values
replace_NA()
Replace Missing Values
replace_empty()
Replace Empty String
replace_zero()
Replace Zeros

Scales

scale_midpoint()
Rescale Continuous Vector (minimum, midpoint, maximum)
scale_range()
Rescale Continuous Vector (minimum, maximum)

Statistics

confidence_binomial()
Confidence Interval for Binomial Proportions
confidence_mean()
Confidence Interval for a Mean
confidence_multinomial()
Confidence Interval for Multinomial Proportions
interval_credible()
Bayesian Credible Interval
interval_hdr()
Highest Density Regions

Resampling

bootstrap()
Bootstrap Estimation
jackknife()
Jackknife Estimation

Mathematics

math_gcd()
Greatest Common Divisor
math_lcm()
Least Common Multiple

Predicates

Validation

assert_constant() assert_decreasing() assert_increasing()
Check Numeric Trend
assert_dim() assert_nrow() assert_ncol()
Check Object Dimensions
assert_empty() assert_filled()
Check Object Filling
assert_infinite()
Check Infinite Values
assert_length() assert_lengths()
Check Object Length(s)
assert_lower() assert_greater()
Check Numeric Relations
assert_missing()
Check Missing Values
assert_names() assert_rownames() assert_colnames()
Check Object Names
assert_count() assert_whole() assert_positive() assert_negative() assert_odd() assert_even()
Check Numeric Values
assert_package() needs()
Check the Availability of a Package
assert_square() assert_symmetric()
Check Matrix
assert_type() assert_scalar() assert_function()
Check Data Types
assert_unique()
Check Duplicates
validate()
Validate a Condition

Utilities

`%+%`
Concatenate
`%||%`
Default value for NULL