Index

A

alternatives (class in pdcleaner.detection.strings)

alternatives() (in module pdcleaner.cleaning.cleaning) associations (class in pdcleaner.detection.values)

B

bool_values (pdcleaner.detection.types.castable attribute)

bounded (class in pdcleaner.detection.basic)

C

calc_keys() (pdcleaner.detection.strings.alternatives method) case (pdcleaner.detection.strings.pattern attribute) (pdcleaner.detection.web.email attribute) (pdcleaner.detection.web.url attribute) cast() (in module pdcleaner.cleaning.cleaning) castable (class in pdcleaner.detection.types)

check_protocol (pdcleaner.detection.web.url attribute) check_separators() (pdcleaner.detection.types.castable method) check_type (pdcleaner.detection.values.value attribute) clip() (in module pdcleaner.cleaning.cleaning) count (pdcleaner.detection.values.associations attribute) counts (class in pdcleaner.detection.values) custom (class in pdcleaner.detection.basic)

D

date_range (class in pdcleaner.detection.datetimes) decimal (pdcleaner.detection.types.castable attribute) detected() (pdcleaner.detection.basic.bounded method) (pdcleaner.detection.basic.custom method) (pdcleaner.detection.basic.duplicated method) (pdcleaner.detection.basic.length method) (pdcleaner.detection.basic.missing method) (pdcleaner.detection.basic.quantiles method) (pdcleaner.detection.datetimes.date_range method) (pdcleaner.detection.gaussian.iqr method) (pdcleaner.detection.gaussian.modzscore method) (pdcleaner.detection.gaussian.zscore method) (pdcleaner.detection.multivariate.outliers method) (pdcleaner.detection.strings.alternatives method) (pdcleaner.detection.strings.pattern method) (pdcleaner.detection.strings.spaces method) (pdcleaner.detection.types.castable method) (pdcleaner.detection.types.types method) (pdcleaner.detection.values.associations method) (pdcleaner.detection.values.counts method) (pdcleaner.detection.values.enum method) (pdcleaner.detection.values.freq method) (pdcleaner.detection.values.value method) (pdcleaner.detection.web.email method) (pdcleaner.detection.web.ping method) (pdcleaner.detection.web.url method)

dict_keys (pdcleaner.detection.strings.alternatives attribute) drop() (in module pdcleaner.cleaning.cleaning) duplicated (class in pdcleaner.detection.basic)

E

email (class in pdcleaner.detection.web) enum (class in pdcleaner.detection.values)

eps (pdcleaner.detection.multivariate.outliers attribute) error_func (pdcleaner.detection.basic.custom attribute)

F

fingerprints() (pdcleaner.detection.strings.alternatives static method) flags (pdcleaner.detection.strings.pattern attribute) (pdcleaner.detection.web.email attribute) (pdcleaner.detection.web.url attribute)

forbidden (pdcleaner.detection.values.enum attribute) (pdcleaner.detection.values.value attribute) freq (class in pdcleaner.detection.values) (pdcleaner.detection.values.associations attribute) (pdcleaner.detection.values.freq attribute)

H

has_errors() (pdcleaner.detection.basic.bounded method) (pdcleaner.detection.basic.custom method) (pdcleaner.detection.basic.duplicated method) (pdcleaner.detection.basic.length method) (pdcleaner.detection.basic.missing method) (pdcleaner.detection.basic.quantiles method) (pdcleaner.detection.datetimes.date_range method) (pdcleaner.detection.gaussian.iqr method) (pdcleaner.detection.gaussian.modzscore method) (pdcleaner.detection.gaussian.zscore method) (pdcleaner.detection.multivariate.outliers method) (pdcleaner.detection.strings.alternatives method) (pdcleaner.detection.strings.pattern method) (pdcleaner.detection.strings.spaces method) (pdcleaner.detection.types.castable method) (pdcleaner.detection.types.types method) (pdcleaner.detection.values.associations method) (pdcleaner.detection.values.counts method) (pdcleaner.detection.values.enum method) (pdcleaner.detection.values.freq method) (pdcleaner.detection.values.value method) (pdcleaner.detection.web.email method) (pdcleaner.detection.web.ping method) (pdcleaner.detection.web.url method)

how (pdcleaner.detection.basic.missing attribute)

I

inclusive (pdcleaner.detection.basic.bounded attribute) (pdcleaner.detection.basic.length attribute) (pdcleaner.detection.basic.quantiles attribute) (pdcleaner.detection.datetimes.date_range attribute) (pdcleaner.detection.gaussian.iqr attribute) (pdcleaner.detection.gaussian.modzscore attribute) (pdcleaner.detection.gaussian.zscore attribute) index (pdcleaner.detection.basic.bounded attribute) (pdcleaner.detection.basic.custom attribute) (pdcleaner.detection.basic.duplicated attribute) (pdcleaner.detection.basic.length attribute) (pdcleaner.detection.basic.missing attribute) (pdcleaner.detection.basic.quantiles attribute) (pdcleaner.detection.datetimes.date_range attribute) (pdcleaner.detection.gaussian.iqr attribute) (pdcleaner.detection.gaussian.modzscore attribute) (pdcleaner.detection.gaussian.zscore attribute) (pdcleaner.detection.multivariate.outliers attribute) (pdcleaner.detection.strings.alternatives attribute) (pdcleaner.detection.strings.pattern attribute) (pdcleaner.detection.strings.spaces attribute) (pdcleaner.detection.types.castable attribute) (pdcleaner.detection.types.types attribute) (pdcleaner.detection.values.associations attribute) (pdcleaner.detection.values.counts attribute) (pdcleaner.detection.values.enum attribute) (pdcleaner.detection.values.freq attribute) (pdcleaner.detection.values.value attribute) (pdcleaner.detection.web.email attribute) (pdcleaner.detection.web.ping attribute) (pdcleaner.detection.web.url attribute)

iqr (class in pdcleaner.detection.gaussian) (pdcleaner.detection.gaussian.iqr attribute) is_date() (pdcleaner.detection.datetimes.date_range static method) is_error() (pdcleaner.detection.basic.bounded method) (pdcleaner.detection.basic.custom method) (pdcleaner.detection.basic.duplicated method) (pdcleaner.detection.basic.length method) (pdcleaner.detection.basic.missing method) (pdcleaner.detection.basic.quantiles method) (pdcleaner.detection.datetimes.date_range method) (pdcleaner.detection.gaussian.iqr method) (pdcleaner.detection.gaussian.modzscore method) (pdcleaner.detection.gaussian.zscore method) (pdcleaner.detection.multivariate.outliers method) (pdcleaner.detection.strings.alternatives method) (pdcleaner.detection.strings.pattern method) (pdcleaner.detection.strings.spaces method) (pdcleaner.detection.types.castable method) (pdcleaner.detection.types.types method) (pdcleaner.detection.values.associations method) (pdcleaner.detection.values.counts method) (pdcleaner.detection.values.enum method) (pdcleaner.detection.values.freq method) (pdcleaner.detection.values.value method) (pdcleaner.detection.web.email method) (pdcleaner.detection.web.ping method) (pdcleaner.detection.web.url method) isnormal (pdcleaner.detection.gaussian.iqr attribute) (pdcleaner.detection.gaussian.modzscore attribute) (pdcleaner.detection.gaussian.zscore attribute)

K

keep (pdcleaner.detection.basic.duplicated attribute) (pdcleaner.detection.strings.alternatives attribute)

keys (pdcleaner.detection.strings.alternatives attribute)

L

length (class in pdcleaner.detection.basic) limit (pdcleaner.detection.values.associations attribute) lmbda (pdcleaner.detection.gaussian.iqr attribute) (pdcleaner.detection.gaussian.modzscore attribute) (pdcleaner.detection.gaussian.zscore attribute) lower (pdcleaner.detection.basic.bounded attribute) (pdcleaner.detection.basic.length attribute) (pdcleaner.detection.basic.quantiles attribute) (pdcleaner.detection.datetimes.date_range attribute) (pdcleaner.detection.gaussian.iqr attribute) (pdcleaner.detection.gaussian.modzscore attribute) (pdcleaner.detection.gaussian.zscore attribute)

lowerq (pdcleaner.detection.basic.quantiles attribute)

M

mad (pdcleaner.detection.gaussian.modzscore attribute) mean (pdcleaner.detection.gaussian.zscore attribute) median (pdcleaner.detection.gaussian.modzscore attribute) min_samples (pdcleaner.detection.multivariate.outliers attribute) missing (class in pdcleaner.detection.basic) mode (pdcleaner.detection.basic.length attribute) (pdcleaner.detection.strings.pattern attribute) (pdcleaner.detection.web.email attribute) (pdcleaner.detection.web.url attribute) module pdcleaner.cleaning.cleaning pdcleaner.detection.basic pdcleaner.detection.datetimes pdcleaner.detection.gaussian pdcleaner.detection.multivariate pdcleaner.detection.strings pdcleaner.detection.types pdcleaner.detection.values pdcleaner.detection.web pdcleaner.plots.alternatives pdcleaner.plots.freqandcount pdcleaner.plots.multicategories pdcleaner.plots.numseries

modzscore (class in pdcleaner.detection.gaussian)

N

n (pdcleaner.detection.values.counts attribute) n_errors (pdcleaner.detection.basic.bounded attribute) (pdcleaner.detection.basic.custom attribute) (pdcleaner.detection.basic.duplicated attribute) (pdcleaner.detection.basic.length attribute) (pdcleaner.detection.basic.missing attribute) (pdcleaner.detection.basic.quantiles attribute) (pdcleaner.detection.datetimes.date_range attribute) (pdcleaner.detection.gaussian.iqr attribute) (pdcleaner.detection.gaussian.modzscore attribute) (pdcleaner.detection.gaussian.zscore attribute) (pdcleaner.detection.multivariate.outliers attribute) (pdcleaner.detection.strings.alternatives attribute) (pdcleaner.detection.strings.pattern attribute) (pdcleaner.detection.strings.spaces attribute) (pdcleaner.detection.types.castable attribute) (pdcleaner.detection.types.types attribute) (pdcleaner.detection.values.associations attribute) (pdcleaner.detection.values.counts attribute) (pdcleaner.detection.values.enum attribute) (pdcleaner.detection.values.freq attribute) (pdcleaner.detection.values.value attribute) (pdcleaner.detection.web.email attribute) (pdcleaner.detection.web.ping attribute) (pdcleaner.detection.web.url attribute) name (pdcleaner.detection.basic.bounded attribute) (pdcleaner.detection.basic.custom attribute) (pdcleaner.detection.basic.duplicated attribute) (pdcleaner.detection.basic.length attribute) (pdcleaner.detection.basic.missing attribute) (pdcleaner.detection.basic.quantiles attribute) (pdcleaner.detection.datetimes.date_range attribute) (pdcleaner.detection.gaussian.iqr attribute) (pdcleaner.detection.gaussian.modzscore attribute) (pdcleaner.detection.gaussian.zscore attribute) (pdcleaner.detection.multivariate.outliers attribute) (pdcleaner.detection.strings.alternatives attribute) (pdcleaner.detection.strings.pattern attribute) (pdcleaner.detection.strings.spaces attribute) (pdcleaner.detection.types.castable attribute) (pdcleaner.detection.types.types attribute) (pdcleaner.detection.values.associations attribute) (pdcleaner.detection.values.counts attribute) (pdcleaner.detection.values.enum attribute) (pdcleaner.detection.values.freq attribute) (pdcleaner.detection.values.value attribute) (pdcleaner.detection.web.email attribute) (pdcleaner.detection.web.ping attribute) (pdcleaner.detection.web.url attribute)

normalize (pdcleaner.detection.values.associations attribute) normaltest (pdcleaner.detection.gaussian.iqr attribute) (pdcleaner.detection.gaussian.modzscore attribute) (pdcleaner.detection.gaussian.zscore attribute) not_error() (pdcleaner.detection.basic.bounded method) (pdcleaner.detection.basic.custom method) (pdcleaner.detection.basic.duplicated method) (pdcleaner.detection.basic.length method) (pdcleaner.detection.basic.missing method) (pdcleaner.detection.basic.quantiles method) (pdcleaner.detection.datetimes.date_range method) (pdcleaner.detection.gaussian.iqr method) (pdcleaner.detection.gaussian.modzscore method) (pdcleaner.detection.gaussian.zscore method) (pdcleaner.detection.multivariate.outliers method) (pdcleaner.detection.strings.alternatives method) (pdcleaner.detection.strings.pattern method) (pdcleaner.detection.strings.spaces method) (pdcleaner.detection.types.castable method) (pdcleaner.detection.types.types method) (pdcleaner.detection.values.associations method) (pdcleaner.detection.values.counts method) (pdcleaner.detection.values.enum method) (pdcleaner.detection.values.freq method) (pdcleaner.detection.values.value method) (pdcleaner.detection.web.email method) (pdcleaner.detection.web.ping method) (pdcleaner.detection.web.url method)

O

obj (pdcleaner.detection.basic.bounded attribute) (pdcleaner.detection.basic.custom attribute) (pdcleaner.detection.basic.duplicated attribute) (pdcleaner.detection.basic.length attribute) (pdcleaner.detection.basic.missing attribute) (pdcleaner.detection.basic.quantiles attribute) (pdcleaner.detection.datetimes.date_range attribute) (pdcleaner.detection.gaussian.iqr attribute) (pdcleaner.detection.gaussian.modzscore attribute) (pdcleaner.detection.gaussian.zscore attribute) (pdcleaner.detection.multivariate.outliers attribute) (pdcleaner.detection.strings.alternatives attribute) (pdcleaner.detection.strings.pattern attribute) (pdcleaner.detection.strings.spaces attribute) (pdcleaner.detection.types.castable attribute) (pdcleaner.detection.types.types attribute) (pdcleaner.detection.values.associations attribute) (pdcleaner.detection.values.counts attribute) (pdcleaner.detection.values.enum attribute) (pdcleaner.detection.values.freq attribute) (pdcleaner.detection.values.value attribute) (pdcleaner.detection.web.email attribute) (pdcleaner.detection.web.ping attribute) (pdcleaner.detection.web.url attribute)

obj_type (pdcleaner.detection.basic.missing attribute) outliers (class in pdcleaner.detection.multivariate)

P

pattern (class in pdcleaner.detection.strings) (pdcleaner.detection.strings.pattern attribute) (pdcleaner.detection.web.email attribute) (pdcleaner.detection.web.url attribute) pdcleaner.cleaning.cleaning module pdcleaner.detection.basic module pdcleaner.detection.datetimes module pdcleaner.detection.gaussian module pdcleaner.detection.multivariate module pdcleaner.detection.strings module pdcleaner.detection.types module pdcleaner.detection.values module pdcleaner.detection.web module pdcleaner.plots.alternatives module

pdcleaner.plots.freqandcount module pdcleaner.plots.multicategories module pdcleaner.plots.numseries module ping (class in pdcleaner.detection.web) plot() (in module pdcleaner.plots.alternatives) (in module pdcleaner.plots.freqandcount) (in module pdcleaner.plots.multicategories) (in module pdcleaner.plots.numseries) (pdcleaner.detection.basic.bounded method) (pdcleaner.detection.basic.quantiles method) (pdcleaner.detection.gaussian.iqr method) (pdcleaner.detection.gaussian.modzscore method) (pdcleaner.detection.gaussian.zscore method) (pdcleaner.detection.strings.alternatives method) (pdcleaner.detection.values.associations method) (pdcleaner.detection.values.counts method) (pdcleaner.detection.values.freq method) ptype (pdcleaner.detection.types.types attribute) pvalue (pdcleaner.detection.gaussian.iqr attribute) (pdcleaner.detection.gaussian.modzscore attribute) (pdcleaner.detection.gaussian.zscore attribute)

Q

q25 (pdcleaner.detection.gaussian.iqr attribute)

q75 (pdcleaner.detection.gaussian.iqr attribute) quantiles (class in pdcleaner.detection.basic)

R

replace() (in module pdcleaner.cleaning.cleaning) report() (pdcleaner.detection.basic.bounded method) (pdcleaner.detection.basic.custom method) (pdcleaner.detection.basic.duplicated method) (pdcleaner.detection.basic.length method) (pdcleaner.detection.basic.missing method) (pdcleaner.detection.basic.quantiles method) (pdcleaner.detection.datetimes.date_range method) (pdcleaner.detection.gaussian.iqr method) (pdcleaner.detection.gaussian.modzscore method) (pdcleaner.detection.gaussian.zscore method) (pdcleaner.detection.multivariate.outliers method) (pdcleaner.detection.strings.alternatives method) (pdcleaner.detection.strings.pattern method) (pdcleaner.detection.strings.spaces method) (pdcleaner.detection.types.castable method) (pdcleaner.detection.types.types method) (pdcleaner.detection.values.associations method) (pdcleaner.detection.values.counts method) (pdcleaner.detection.values.enum method) (pdcleaner.detection.values.freq method) (pdcleaner.detection.values.value method) (pdcleaner.detection.web.email method) (pdcleaner.detection.web.ping method) (pdcleaner.detection.web.url method)

S

side (pdcleaner.detection.strings.spaces attribute) sided (pdcleaner.detection.basic.bounded attribute) (pdcleaner.detection.basic.quantiles attribute) (pdcleaner.detection.gaussian.iqr attribute) (pdcleaner.detection.gaussian.modzscore attribute) (pdcleaner.detection.gaussian.zscore attribute)

spaces (class in pdcleaner.detection.strings) std (pdcleaner.detection.gaussian.zscore attribute) strip() (in module pdcleaner.cleaning.cleaning) subset (pdcleaner.detection.basic.duplicated attribute)

T

target (pdcleaner.detection.types.castable attribute) thousands (pdcleaner.detection.types.castable attribute) threshold (pdcleaner.detection.gaussian.iqr attribute) (pdcleaner.detection.gaussian.modzscore attribute) (pdcleaner.detection.gaussian.zscore attribute)

to_na() (in module pdcleaner.cleaning.cleaning) transform (pdcleaner.detection.gaussian.iqr attribute) (pdcleaner.detection.gaussian.modzscore attribute) (pdcleaner.detection.gaussian.zscore attribute) types (class in pdcleaner.detection.types)

U

upper (pdcleaner.detection.basic.bounded attribute) (pdcleaner.detection.basic.length attribute) (pdcleaner.detection.basic.quantiles attribute) (pdcleaner.detection.datetimes.date_range attribute) (pdcleaner.detection.gaussian.iqr attribute) (pdcleaner.detection.gaussian.modzscore attribute) (pdcleaner.detection.gaussian.zscore attribute)

upperq (pdcleaner.detection.basic.quantiles attribute) url (class in pdcleaner.detection.web)

V

valid() (pdcleaner.detection.basic.bounded method) (pdcleaner.detection.basic.custom method) (pdcleaner.detection.basic.duplicated method) (pdcleaner.detection.basic.length method) (pdcleaner.detection.basic.missing method) (pdcleaner.detection.basic.quantiles method) (pdcleaner.detection.datetimes.date_range method) (pdcleaner.detection.gaussian.iqr method) (pdcleaner.detection.gaussian.modzscore method) (pdcleaner.detection.gaussian.zscore method) (pdcleaner.detection.multivariate.outliers method) (pdcleaner.detection.strings.alternatives method) (pdcleaner.detection.strings.pattern method) (pdcleaner.detection.strings.spaces method) (pdcleaner.detection.types.castable method) (pdcleaner.detection.types.types method) (pdcleaner.detection.values.associations method) (pdcleaner.detection.values.counts method) (pdcleaner.detection.values.enum method) (pdcleaner.detection.values.freq method) (pdcleaner.detection.values.value method) (pdcleaner.detection.web.email method) (pdcleaner.detection.web.ping method) (pdcleaner.detection.web.url method)

valid_associations (pdcleaner.detection.values.associations attribute) value (class in pdcleaner.detection.values) (pdcleaner.detection.basic.length attribute) (pdcleaner.detection.values.value attribute) values (pdcleaner.detection.values.counts attribute) (pdcleaner.detection.values.enum attribute) (pdcleaner.detection.values.freq attribute)

Z

zscore (class in pdcleaner.detection.gaussian)