gimi9 Pandas Profiling

Dataset statistics

Number of variables	79
Number of observations	100
Missing cells	2067
Missing cells (%)	26.2%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	64.5 KiB
Average record size in memory	660.3 B

Variable types

Text	31
Categorical	23
Numeric	21
Boolean	3
Unsupported	1

Dataset

Description	Sample
Author	한국문화정보원
URL	https://www.bigdata-culture.kr/bigdata/user/data_market/detail.do?id=6c6b5bee-4264-441f-b232-8d26cddb5771

Alerts

`lclas` has constant value ""	Constant
`mlsfc` has constant value ""	Constant
`lst_updt_dt` has constant value ""	Constant
`data_orgn` has constant value ""	Constant
`file_name` has constant value ""	Constant
`base_ymd` has constant value ""	Constant
`regist_yn` is highly imbalanced (75.8%)	Imbalance
`regist_stts` is highly imbalanced (75.8%)	Imbalance
`osvc_av_gud_fee` is highly imbalanced (58.8%)	Imbalance
`pre_schl_gnrl_fee` is highly imbalanced (82.1%)	Imbalance
`grp_spc_fee_dcrate` is highly imbalanced (56.6%)	Imbalance
`hr_pbl_curatr_tot` is highly imbalanced (57.7%)	Imbalance
`hr_pbl_pbsvnt_curatr_crqfc_pos_cnt` is highly imbalanced (73.5%)	Imbalance
`hr_pbl_irgllbr_curatr_crqfc_pos_cnt` is highly imbalanced (61.2%)	Imbalance
`hr_pbl_intern` is highly imbalanced (79.3%)	Imbalance
`hr_prv_curatr_crqfc_pos_cnt` is highly imbalanced (73.5%)	Imbalance
`hr_prv_curatr_crqfc_non_pos_cnt` is highly imbalanced (56.8%)	Imbalance
`hr_prv_intern` is highly imbalanced (52.6%)	Imbalance
`osvc_addr` has 7 (7.0%) missing values	Missing
`osvc_av_gud_prvd_yn` has 6 (6.0%) missing values	Missing
`osvc_mssys_prvd_yn` has 6 (6.0%) missing values	Missing
`plot_aea` has 2 (2.0%) missing values	Missing
`buld_totar` has 4 (4.0%) missing values	Missing
`ehbll_aea` has 2 (2.0%) missing values	Missing
`shlf_aea` has 6 (6.0%) missing values	Missing
`edu_plce_aea` has 35 (35.0%) missing values	Missing
`ofce_aea` has 7 (7.0%) missing values	Missing
`data_lbr_booth_aea` has 46 (46.0%) missing values	Missing
`data_lbr_cnt` has 53 (53.0%) missing values	Missing
`fyer_opn_dt_tot` has 6 (6.0%) missing values	Missing
`fyer_usemem_tot` has 3 (3.0%) missing values	Missing
`dyrg_usemem_cnt` has 5 (5.0%) missing values	Missing
`gnrl_fee` has 81 (81.0%) missing values	Missing
`ele_schl_gnrl_fee` has 82 (82.0%) missing values	Missing
`mid_hi_gnrl_fee` has 82 (82.0%) missing values	Missing
`age_19_25_gnrl_fee` has 83 (83.0%) missing values	Missing
`grp_gnrl_fee_dcrate` has 86 (86.0%) missing values	Missing
`etc_gnrl_fee_dcrate` has 90 (90.0%) missing values	Missing
`gnrl_fee_dc_policy` has 85 (85.0%) missing values	Missing
`spc_fee` has 63 (63.0%) missing values	Missing
`pre_schl_spc_fee` has 88 (88.0%) missing values	Missing
`pre_ele_schl_spc_fee` has 68 (68.0%) missing values	Missing
`mid_hi_spc_fee` has 67 (67.0%) missing values	Missing
`age_19_25_spc_fee` has 71 (71.0%) missing values	Missing
`etc_spc_fee_dcrate` has 76 (76.0%) missing values	Missing
`spc_fee_dc_policy` has 61 (61.0%) missing values	Missing
`spc_fee_free_trgt` has 32 (32.0%) missing values	Missing
`hr_pbl_pbsvnt_subtot` has 87 (87.0%) missing values	Missing
`hr_pbl_irgllbr_subtot` has 77 (77.0%) missing values	Missing
`hr_pbl_poigs` has 75 (75.0%) missing values	Missing
`hr_pbl_irgllbr` has 77 (77.0%) missing values	Missing
`hr_pbl_volun` has 82 (82.0%) missing values	Missing
`hr_prv_curatr_tot` has 40 (40.0%) missing values	Missing
`hr_prv_non_curatr_exp_cnt` has 74 (74.0%) missing values	Missing
`hr_prv_rgllbr` has 66 (66.0%) missing values	Missing
`hr_prv_volun` has 85 (85.0%) missing values	Missing
`rm` has 100 (100.0%) missing values	Missing
`id` has unique values	Unique
`fclt_name` has unique values	Unique
`rm` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`ehbll_aea` has 3 (3.0%) zeros	Zeros

Reproduction

Analysis started	2023-12-10 09:39:04.307095
Analysis finished	2023-12-10 09:39:08.408111
Duration	4.1 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

id
Text

UNIQUE

Distinct	100
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	932.0 B

Length

Max length	19
Median length	19
Mean length	19
Min length	19

Characters and Unicode

Total characters	1900
Distinct characters	18
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	100 ?
Unique (%)	100.0%

Sample

1st row	KCDMART21N000000001
2nd row	KCDMART21N000000268
3rd row	KCDMART21N000000003
4th row	KCDMART21N000000004
5th row	KCDMART21N000000005

Value	Count	Frequency (%)
kcdmart21n000000001	1	1.0%
kcdmart21n000000063	1	1.0%
kcdmart21n000000074	1	1.0%
kcdmart21n000000073	1	1.0%
kcdmart21n000000072	1	1.0%
kcdmart21n000000071	1	1.0%
kcdmart21n000000070	1	1.0%
kcdmart21n000000069	1	1.0%
kcdmart21n000000068	1	1.0%
kcdmart21n000000067	1	1.0%
Other values (90)	90	90.0%

Most occurring characters

Value	Count	Frequency (%)
0	715	37.6%
1	121	6.4%
2	121	6.4%
K	100	5.3%
T	100	5.3%
C	100	5.3%
N	100	5.3%
R	100	5.3%
A	100	5.3%
M	100	5.3%
Other values (8)	243	12.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1100	57.9%
Uppercase Letter	800	42.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	715	65.0%
1	121	11.0%
2	121	11.0%
6	22	2.0%
7	21	1.9%
9	21	1.9%
4	20	1.8%
5	20	1.8%
8	20	1.8%
3	19	1.7%

Uppercase Letter

Value	Count	Frequency (%)
K	100	12.5%
T	100	12.5%
C	100	12.5%
N	100	12.5%
R	100	12.5%
A	100	12.5%
M	100	12.5%
D	100	12.5%

Most occurring scripts

Value	Count	Frequency (%)
Common	1100	57.9%
Latin	800	42.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	715	65.0%
1	121	11.0%
2	121	11.0%
6	22	2.0%
7	21	1.9%
9	21	1.9%
4	20	1.8%
5	20	1.8%
8	20	1.8%
3	19	1.7%

Latin

Value	Count	Frequency (%)
K	100	12.5%
T	100	12.5%
C	100	12.5%
N	100	12.5%
R	100	12.5%
A	100	12.5%
M	100	12.5%
D	100	12.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1900	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	715	37.6%
1	121	6.4%
2	121	6.4%
K	100	5.3%
T	100	5.3%
C	100	5.3%
N	100	5.3%
R	100	5.3%
A	100	5.3%
M	100	5.3%
Other values (8)	243	12.8%

lclas
Categorical

CONSTANT

Distinct	1
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Memory size	932.0 B

문화시설	100

Length

Max length	4
Median length	4
Mean length	4
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	문화시설
2nd row	문화시설
3rd row	문화시설
4th row	문화시설
5th row	문화시설

Common Values

Value	Count	Frequency (%)
문화시설	100	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
문화시설	100	100.0%

mlsfc
Categorical

CONSTANT

Distinct	1
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Memory size	932.0 B

미술관	100

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	미술관
2nd row	미술관
3rd row	미술관
4th row	미술관
5th row	미술관

Common Values

Value	Count	Frequency (%)
미술관	100	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
미술관	100	100.0%

fclt_name
Text

UNIQUE

Distinct	100
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	932.0 B

Length

Max length	23
Median length	15
Mean length	7.95
Min length	4

Characters and Unicode

Total characters	795
Distinct characters	184
Distinct categories	7 ?
Distinct scripts	3 ?
Distinct blocks	3 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	100 ?
Unique (%)	100.0%

Sample

1st row	국립현대미술관(과천)
2nd row	제주조각공원
3rd row	국립현대미술관(덕수궁)
4th row	국립현대미술관 미술품수장센터(청주)
5th row	겸재정선미술관

Value	Count	Frequency (%)
미술관	10	7.6%
종로구립	2	1.5%
예술의전당	2	1.5%
국립현대미술관(과천	1	0.8%
경북대학교	1	0.8%
금봉미술관	1	0.8%
시화문화마을	1	0.8%
광주시립미술관	1	0.8%
해든뮤지움	1	0.8%
전원미술관	1	0.8%
Other values (111)	111	84.1%

Most occurring characters

Value	Count	Frequency (%)
관	94	11.8%
술	91	11.4%
미	89	11.2%
	32	4.0%
대	22	2.8%
아	16	2.0%
립	14	1.8%
시	13	1.6%
교	12	1.5%
학	12	1.5%
Other values (174)	400	50.3%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	717	90.2%
Space Separator	33	4.2%
Uppercase Letter	21	2.6%
Close Punctuation	9	1.1%
Open Punctuation	9	1.1%
Lowercase Letter	4	0.5%
Decimal Number	2	0.3%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
관	94	13.1%
술	91	12.7%
미	89	12.4%
대	22	3.1%
아	16	2.2%
립	14	2.0%
시	13	1.8%
교	12	1.7%
학	12	1.7%
트	8	1.1%
Other values (153)	346	48.3%

Uppercase Letter

Value	Count	Frequency (%)
C	6	28.6%
I	3	14.3%
A	2	9.5%
O	2	9.5%
T	1	4.8%
D	1	4.8%
X	1	4.8%
L	1	4.8%
J	1	4.8%
M	1	4.8%
Other values (2)	2	9.5%

Lowercase Letter

Value	Count	Frequency (%)
e	2	50.0%
m	1	25.0%
u	1	25.0%

Space Separator

Value	Count	Frequency (%)
	32	97.0%
	1	3.0%

Decimal Number

Value	Count	Frequency (%)
3	1	50.0%
6	1	50.0%

Close Punctuation

Value	Count	Frequency (%)
)	9	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	9	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	717	90.2%
Common	53	6.7%
Latin	25	3.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
관	94	13.1%
술	91	12.7%
미	89	12.4%
대	22	3.1%
아	16	2.2%
립	14	2.0%
시	13	1.8%
교	12	1.7%
학	12	1.7%
트	8	1.1%
Other values (153)	346	48.3%

Latin

Value	Count	Frequency (%)
C	6	24.0%
I	3	12.0%
A	2	8.0%
e	2	8.0%
O	2	8.0%
T	1	4.0%
D	1	4.0%
X	1	4.0%
m	1	4.0%
u	1	4.0%
Other values (5)	5	20.0%

Common

Value	Count	Frequency (%)
	32	60.4%
)	9	17.0%
(	9	17.0%
3	1	1.9%
6	1	1.9%
	1	1.9%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	717	90.2%
ASCII	77	9.7%
None	1	0.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
관	94	13.1%
술	91	12.7%
미	89	12.4%
대	22	3.1%
아	16	2.2%
립	14	2.0%
시	13	1.8%
교	12	1.7%
학	12	1.7%
트	8	1.1%
Other values (153)	346	48.3%

ASCII

Value	Count	Frequency (%)
	32	41.6%
)	9	11.7%
(	9	11.7%
C	6	7.8%
I	3	3.9%
A	2	2.6%
e	2	2.6%
O	2	2.6%
T	1	1.3%
D	1	1.3%
Other values (10)	10	13.0%

None

Value	Count	Frequency (%)
	1	100.0%

ctprvn_nm
Categorical

Distinct	9
Distinct (%)	9.0%
Missing	0
Missing (%)	0.0%
Memory size	932.0 B

서울특별시	45
경기도	15
광주광역시	14
부산광역시	8
인천광역시	5
Other values (4)	13

Length

Max length	7
Median length	5
Mean length	4.75
Min length	3

Unique

Unique	1 ?
Unique (%)	1.0%

Sample

1st row	경기도
2nd row	제주특별자치도
3rd row	서울특별시
4th row	충청북도
5th row	서울특별시

Common Values

Value	Count	Frequency (%)
서울특별시	45	45.0%
경기도	15	15.0%
광주광역시	14	14.0%
부산광역시	8	8.0%
인천광역시	5	5.0%
대전광역시	5	5.0%
대구광역시	4	4.0%
제주특별자치도	3	3.0%
충청북도	1	1.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
서울특별시	45	45.0%
경기도	15	15.0%
광주광역시	14	14.0%
부산광역시	8	8.0%
인천광역시	5	5.0%
대전광역시	5	5.0%
대구광역시	4	4.0%
제주특별자치도	3	3.0%
충청북도	1	1.0%

sgnr_nm
Categorical

Distinct	40
Distinct (%)	40.0%
Missing	0
Missing (%)	0.0%
Memory size	932.0 B

종로구	18
동구	8
남구	6
용산구	5
서구	4
Other values (35)	59

Length

Max length	4
Median length	3
Mean length	2.81
Min length	2

Unique

Unique	20 ?
Unique (%)	20.0%

Sample

1st row	과천시
2nd row	서귀포시
3rd row	중구
4th row	청주시
5th row	강서구

Common Values

Value	Count	Frequency (%)
종로구	18	18.0%
동구	8	8.0%
남구	6	6.0%
용산구	5	5.0%
서구	4	4.0%
중구	4	4.0%
강남구	4	4.0%
서초구	4	4.0%
강화군	3	3.0%
북구	3	3.0%
Other values (30)	41	41.0%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
종로구	18	18.0%
동구	8	8.0%
남구	6	6.0%
용산구	5	5.0%
서구	4	4.0%
중구	4	4.0%
강남구	4	4.0%
서초구	4	4.0%
강화군	3	3.0%
북구	3	3.0%
Other values (30)	41	41.0%

legaldong_cd
Real number (ℝ)

Distinct	85
Distinct (%)	85.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.345477 × 10⁹

Minimum	1.1110106 × 10⁹
Maximum	5.013031 × 10⁹
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	1.1110106 × 10⁹
5-th percentile	1.1110121 × 10⁹
Q1	1.1192612 × 10⁹
median	2.6365104 × 10⁹
Q3	2.917011 × 10⁹
95-th percentile	4.1830257 × 10⁹
Maximum	5.013031 × 10⁹
Range	3.9020204 × 10⁹
Interquartile range (IQR)	1.7977498 × 10⁹

Descriptive statistics

Standard deviation	1.2287238 × 10⁹
Coefficient of variation (CV)	0.52386948
Kurtosis	-1.0889583
Mean	2.345477 × 10⁹
Median Absolute Deviation (MAD)	1.4760014 × 10⁹
Skewness	0.42700442
Sum	2.345477 × 10¹¹
Variance	1.5097622 × 10¹⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2911012100	4	4.0%
1165010800	3	3.0%
3017012800	2	2.0%
1171011100	2	2.0%
1111011900	2	2.0%
2635010500	2	2.0%
1111018300	2	2.0%
1111014900	2	2.0%
1111018400	2	2.0%
1168010700	2	2.0%
Other values (75)	77	77.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1111010600	1	1.0%
1111011100	1	1.0%
1111011900	2	2.0%
1111012000	1	1.0%
1111012100	1	1.0%
1111012300	1	1.0%
1111012400	1	1.0%
1111014200	1	1.0%
1111014400	1	1.0%
1111014900	2	2.0%

Value	Count	Frequency (%)
5013031026	1	1.0%
5013025924	1	1.0%
5011025925	1	1.0%
4311410200	1	1.0%
4183038028	1	1.0%
4183025021	1	1.0%
4182032527	1	1.0%
4167012000	1	1.0%
4163034024	1	1.0%
4157025626	1	1.0%

legalemd_nm
Text

Distinct	85
Distinct (%)	85.0%
Missing	0
Missing (%)	0.0%
Memory size	932.0 B

Length

Max length	7
Median length	3
Mean length	3.58
Min length	2

Characters and Unicode

Total characters	358
Distinct characters	109
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	73 ?
Unique (%)	73.0%

Sample

1st row	막계동
2nd row	안덕면 덕수리
3rd row	정동
4th row	내덕동
5th row	가양동

Value	Count	Frequency (%)
운림동	4	3.6%
서초동	3	2.7%
평창동	2	1.8%
세종로	2	1.8%
신사동	2	1.8%
양림동	2	1.8%
방이동	2	1.8%
만년동	2	1.8%
우동	2	1.8%
한남동	2	1.8%
Other values (86)	88	79.3%

Most occurring characters

Value	Count	Frequency (%)
동	86	24.0%
리	11	3.1%
	11	3.1%
서	9	2.5%
신	9	2.5%
가	9	2.5%
면	8	2.2%
양	7	2.0%
림	7	2.0%
성	6	1.7%
Other values (99)	195	54.5%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	339	94.7%
Space Separator	11	3.1%
Decimal Number	8	2.2%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	86	25.4%
리	11	3.2%
서	9	2.7%
신	9	2.7%
가	9	2.7%
면	8	2.4%
양	7	2.1%
림	7	2.1%
성	6	1.8%
운	6	1.8%
Other values (95)	181	53.4%

Decimal Number

Value	Count	Frequency (%)
2	5	62.5%
1	2	25.0%
4	1	12.5%

Space Separator

Value	Count	Frequency (%)
	11	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	339	94.7%
Common	19	5.3%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	86	25.4%
리	11	3.2%
서	9	2.7%
신	9	2.7%
가	9	2.7%
면	8	2.4%
양	7	2.1%
림	7	2.1%
성	6	1.8%
운	6	1.8%
Other values (95)	181	53.4%

Common

Value	Count	Frequency (%)
	11	57.9%
2	5	26.3%
1	2	10.5%
4	1	5.3%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	339	94.7%
ASCII	19	5.3%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
동	86	25.4%
리	11	3.2%
서	9	2.7%
신	9	2.7%
가	9	2.7%
면	8	2.4%
양	7	2.1%
림	7	2.1%
성	6	1.8%
운	6	1.8%
Other values (95)	181	53.4%

ASCII

Value	Count	Frequency (%)
	11	57.9%
2	5	26.3%
1	2	10.5%
4	1	5.3%

adstrd_cd
Real number (ℝ)

Distinct	79
Distinct (%)	79.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.3455191 × 10⁹

Minimum	1.1110515 × 10⁹
Maximum	5.013031 × 10⁹
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	1.1110515 × 10⁹
5-th percentile	1.111054 × 10⁹
Q1	1.1193084 × 10⁹
median	2.6365541 × 10⁹
Q3	2.9170614 × 10⁹
95-th percentile	4.1830256 × 10⁹
Maximum	5.013031 × 10⁹
Range	3.9019795 × 10⁹
Interquartile range (IQR)	1.797753 × 10⁹

Descriptive statistics

Standard deviation	1.2287171 × 10⁹
Coefficient of variation (CV)	0.5238572
Kurtosis	-1.0889847
Mean	2.3455191 × 10⁹
Median Absolute Deviation (MAD)	1.4760149 × 10⁹
Skewness	0.42699221
Sum	2.3455191 × 10¹¹
Variance	1.5097456 × 10¹⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2911071000	4	4.0%
1111053000	4	4.0%
1165053000	3	3.0%
1111061500	3	3.0%
1111054000	2	2.0%
1168054500	2	2.0%
3017065000	2	2.0%
2911052500	2	2.0%
1111056000	2	2.0%
1117068500	2	2.0%
Other values (69)	74	74.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1111051500	1	1.0%
1111053000	4	4.0%
1111054000	2	2.0%
1111055000	2	2.0%
1111056000	2	2.0%
1111060000	2	2.0%
1111061500	3	3.0%
1111064000	1	1.0%
1111065000	1	1.0%
1114052000	2	2.0%

Value	Count	Frequency (%)
5013031000	1	1.0%
5013025900	1	1.0%
5011025900	1	1.0%
4311453000	1	1.0%
4183038000	1	1.0%
4183025000	1	1.0%
4182032500	1	1.0%
4167053000	1	1.0%
4163034000	1	1.0%
4157025600	1	1.0%

adstrd_nm
Text

Distinct	77
Distinct (%)	77.0%
Missing	0
Missing (%)	0.0%
Memory size	932.0 B

Length

Max length	11
Median length	3
Mean length	3.56
Min length	3

Characters and Unicode

Total characters	356
Distinct characters	107
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	61 ?
Unique (%)	61.0%

Sample

1st row	문원동
2nd row	안덕면
3rd row	소공동
4th row	내덕2동
5th row	가양1동

Value	Count	Frequency (%)
사직동	5	5.0%
학운동	4	4.0%
서초3동	3	3.0%
종로1.2.3.4가동	3	3.0%
한남동	2	2.0%
압구정동	2	2.0%
충장동	2	2.0%
평창동	2	2.0%
삼청동	2	2.0%
양림동	2	2.0%
Other values (67)	73	73.0%

Most occurring characters

Value	Count	Frequency (%)
동	90	25.3%
2	14	3.9%
3	11	3.1%
1	9	2.5%
.	9	2.5%
가	7	2.0%
학	7	2.0%
면	7	2.0%
양	7	2.0%
사	6	1.7%
Other values (97)	189	53.1%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	308	86.5%
Decimal Number	39	11.0%
Other Punctuation	9	2.5%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	90	29.2%
가	7	2.3%
학	7	2.3%
면	7	2.3%
양	7	2.3%
사	6	1.9%
운	6	1.9%
직	5	1.6%
평	5	1.6%
청	5	1.6%
Other values (91)	163	52.9%

Decimal Number

Value	Count	Frequency (%)
2	14	35.9%
3	11	28.2%
1	9	23.1%
4	4	10.3%
6	1	2.6%

Other Punctuation

Value	Count	Frequency (%)
.	9	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	308	86.5%
Common	48	13.5%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	90	29.2%
가	7	2.3%
학	7	2.3%
면	7	2.3%
양	7	2.3%
사	6	1.9%
운	6	1.9%
직	5	1.6%
평	5	1.6%
청	5	1.6%
Other values (91)	163	52.9%

Common

Value	Count	Frequency (%)
2	14	29.2%
3	11	22.9%
1	9	18.8%
.	9	18.8%
4	4	8.3%
6	1	2.1%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	308	86.5%
ASCII	48	13.5%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
동	90	29.2%
가	7	2.3%
학	7	2.3%
면	7	2.3%
양	7	2.3%
사	6	1.9%
운	6	1.9%
직	5	1.6%
평	5	1.6%
청	5	1.6%
Other values (91)	163	52.9%

ASCII

Value	Count	Frequency (%)
2	14	29.2%
3	11	22.9%
1	9	18.8%
.	9	18.8%
4	4	8.3%
6	1	2.1%

rdnmaddr_cd
Real number (ℝ)

Distinct	91
Distinct (%)	91.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.3311565 × 10¹¹

Minimum	1.1110201 × 10¹¹
Maximum	5.0130485 × 10¹¹
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	1.1110201 × 10¹¹
5-th percentile	1.111031 × 10¹¹
Q1	1.1290328 × 10¹¹
median	2.636536 × 10¹¹
Q3	2.9159125 × 10¹¹
95-th percentile	4.1830445 × 10¹¹
Maximum	5.0130485 × 10¹¹
Range	3.9020285 × 10¹¹
Interquartile range (IQR)	1.7868798 × 10¹¹

Descriptive statistics

Standard deviation	1.2154597 × 10¹¹
Coefficient of variation (CV)	0.52139774
Kurtosis	-1.030227
Mean	2.3311565 × 10¹¹
Median Absolute Deviation (MAD)	1.474516 × 10¹¹
Skewness	0.44592365
Sum	2.3311565 × 10¹³
Variance	1.4773423 × 10²²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
116502000003	3	3.0%
113203000004	2	2.0%
291104277206	2	2.0%
117103123023	2	2.0%
116202000003	2	2.0%
111102005001	2	2.0%
301702166001	2	2.0%
291103159010	2	2.0%
291703162082	1	1.0%
291104277145	1	1.0%
Other values (81)	81	81.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
111102005001	2	2.0%
111103005004	1	1.0%
111103100007	1	1.0%
111103100009	1	1.0%
111103100010	1	1.0%
111103100013	1	1.0%
111104100010	1	1.0%
111104100075	1	1.0%
111104100205	1	1.0%
111104100236	1	1.0%

Value	Count	Frequency (%)
501304850416	1	1.0%
501303349236	1	1.0%
501103349123	1	1.0%
431143236027	1	1.0%
418304451442	1	1.0%
418304451226	1	1.0%
418203216053	1	1.0%
416704442277	1	1.0%
416303212007	1	1.0%
415703209064	1	1.0%

rdnm_addr
Text

Distinct	99
Distinct (%)	99.0%
Missing	0
Missing (%)	0.0%
Memory size	932.0 B

Length

Max length	33
Median length	22
Mean length	15.91
Min length	11

Characters and Unicode

Total characters	1591
Distinct characters	172
Distinct categories	6 ?
Distinct scripts	3 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	98 ?
Unique (%)	98.0%

Sample

1st row	경기 과천시 광명로 313
2nd row	제주특별자치도 서귀포시 안덕면 일주서로 1836
3rd row	서울 중구 세종대로 99
4th row	충북 청주시 청원구 상당로 314
5th row	서울 강서구 양천로47길 36

Value	Count	Frequency (%)
서울	45	10.8%
종로구	18	4.3%
경기	15	3.6%
광주	14	3.3%
부산	8	1.9%
동구	8	1.9%
남구	6	1.4%
용산구	5	1.2%
대전	5	1.2%
인천	4	1.0%
Other values (233)	290	69.4%

Most occurring characters

Value	Count	Frequency (%)
	318	20.0%
로	102	6.4%
구	90	5.7%
서	62	3.9%
1	57	3.6%
울	45	2.8%
2	39	2.5%
길	37	2.3%
0	36	2.3%
3	32	2.0%
Other values (162)	773	48.6%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	943	59.3%
Space Separator	318	20.0%
Decimal Number	314	19.7%
Dash Punctuation	11	0.7%
Uppercase Letter	4	0.3%
Other Punctuation	1	0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
로	102	10.8%
구	90	9.5%
서	62	6.6%
울	45	4.8%
길	37	3.9%
대	27	2.9%
주	23	2.4%
산	22	2.3%
종	22	2.3%
남	18	1.9%
Other values (145)	495	52.5%

Decimal Number

Value	Count	Frequency (%)
1	57	18.2%
2	39	12.4%
0	36	11.5%
3	32	10.2%
5	31	9.9%
4	29	9.2%
6	26	8.3%
8	24	7.6%
7	21	6.7%
9	19	6.1%

Uppercase Letter

Value	Count	Frequency (%)
C	1	25.0%
E	1	25.0%
P	1	25.0%
A	1	25.0%

Space Separator

Value	Count	Frequency (%)
	318	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	11	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	943	59.3%
Common	644	40.5%
Latin	4	0.3%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
로	102	10.8%
구	90	9.5%
서	62	6.6%
울	45	4.8%
길	37	3.9%
대	27	2.9%
주	23	2.4%
산	22	2.3%
종	22	2.3%
남	18	1.9%
Other values (145)	495	52.5%

Common

Value	Count	Frequency (%)
	318	49.4%
1	57	8.9%
2	39	6.1%
0	36	5.6%
3	32	5.0%
5	31	4.8%
4	29	4.5%
6	26	4.0%
8	24	3.7%
7	21	3.3%
Other values (3)	31	4.8%

Latin

Value	Count	Frequency (%)
C	1	25.0%
E	1	25.0%
P	1	25.0%
A	1	25.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	943	59.3%
ASCII	648	40.7%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	318	49.1%
1	57	8.8%
2	39	6.0%
0	36	5.6%
3	32	4.9%
5	31	4.8%
4	29	4.5%
6	26	4.0%
8	24	3.7%
7	21	3.2%
Other values (7)	35	5.4%

Hangul

Value	Count	Frequency (%)
로	102	10.8%
구	90	9.5%
서	62	6.6%
울	45	4.8%
길	37	3.9%
대	27	2.9%
주	23	2.4%
산	22	2.3%
종	22	2.3%
남	18	1.9%
Other values (145)	495	52.5%

zip_cd
Real number (ℝ)

Distinct	94
Distinct (%)	94.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	23334.38

Minimum	1811
Maximum	63641
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	1811
5-th percentile	3021.9
Q1	4410.75
median	12542
Q3	43563.25
95-th percentile	61641.15
Maximum	63641
Range	61830
Interquartile range (IQR)	39152.5

Descriptive statistics

Standard deviation	22408.3
Coefficient of variation (CV)	0.96031264
Kurtosis	-1.0847559
Mean	23334.38
Median Absolute Deviation (MAD)	9482
Skewness	0.7385039
Sum	2333438
Variance	5.0213191 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
61493	3	3.0%
3004	2	2.0%
35204	2	2.0%
6757	2	2.0%
3062	2	2.0%
13829	1	1.0%
61494	1	1.0%
61496	1	1.0%
61663	1	1.0%
61640	1	1.0%
Other values (84)	84	84.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1811	1	1.0%
1878	1	1.0%
3004	2	2.0%
3020	1	1.0%
3022	1	1.0%
3034	1	1.0%
3044	1	1.0%
3051	1	1.0%
3058	1	1.0%
3062	2	2.0%

Value	Count	Frequency (%)
63641	1	1.0%
63527	1	1.0%
63332	1	1.0%
61743	1	1.0%
61663	1	1.0%
61640	1	1.0%
61637	1	1.0%
61496	1	1.0%
61494	1	1.0%
61493	3	3.0%

grid_cd
Text

Distinct	98
Distinct (%)	98.0%
Missing	0
Missing (%)	0.0%
Memory size	932.0 B

Length

Max length	8
Median length	8
Mean length	8
Min length	8

Characters and Unicode

Total characters	800
Distinct characters	16
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	96 ?
Unique (%)	96.0%

Sample

1st row	다사575369
2nd row	나나903746
3rd row	다사536519
4th row	다바993509
5th row	다사415527

Value	Count	Frequency (%)
다라502822	2	2.0%
다사570424	2	2.0%
다라467843	1	1.0%
다사126698	1	1.0%
다사575369	1	1.0%
다라492819	1	1.0%
다라486820	1	1.0%
다라467825	1	1.0%
다라465829	1	1.0%
다라490872	1	1.0%
Other values (88)	88	88.0%

Most occurring characters

Value	Count	Frequency (%)
5	101	12.6%
다	86	10.8%
4	82	10.2%
사	65	8.1%
3	64	8.0%
2	63	7.9%
8	58	7.2%
6	55	6.9%
9	48	6.0%
0	46	5.8%
Other values (6)	132	16.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	600	75.0%
Other Letter	200	25.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
5	101	16.8%
4	82	13.7%
3	64	10.7%
2	63	10.5%
8	58	9.7%
6	55	9.2%
9	48	8.0%
0	46	7.7%
7	45	7.5%
1	38	6.3%

Other Letter

Value	Count	Frequency (%)
다	86	43.0%
사	65	32.5%
라	26	13.0%
마	14	7.0%
바	6	3.0%
나	3	1.5%

Most occurring scripts

Value	Count	Frequency (%)
Common	600	75.0%
Hangul	200	25.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
5	101	16.8%
4	82	13.7%
3	64	10.7%
2	63	10.5%
8	58	9.7%
6	55	9.2%
9	48	8.0%
0	46	7.7%
7	45	7.5%
1	38	6.3%

Hangul

Value	Count	Frequency (%)
다	86	43.0%
사	65	32.5%
라	26	13.0%
마	14	7.0%
바	6	3.0%
나	3	1.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	600	75.0%
Hangul	200	25.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
5	101	16.8%
4	82	13.7%
3	64	10.7%
2	63	10.5%
8	58	9.7%
6	55	9.2%
9	48	8.0%
0	46	7.7%
7	45	7.5%
1	38	6.3%

Hangul

Value	Count	Frequency (%)
다	86	43.0%
사	65	32.5%
라	26	13.0%
마	14	7.0%
바	6	3.0%
나	3	1.5%

x_cd
Real number (ℝ)

Distinct	99
Distinct (%)	99.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	36.74583

Minimum	33.257451
Maximum	37.766283
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	33.257451
5-th percentile	35.108833
Q1	35.683375
median	37.478147
Q3	37.571942
95-th percentile	37.634446
Maximum	37.766283
Range	4.5088317
Interquartile range (IQR)	1.8885666

Descriptive statistics

Standard deviation	1.1622808
Coefficient of variation (CV)	0.031630277
Kurtosis	0.11596528
Mean	36.74583
Median Absolute Deviation (MAD)	0.142986
Skewness	-1.1268263
Sum	3674.583
Variance	1.3508966
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
37.4802402	2	2.0%
37.4310034	1	1.0%
37.7662826	1	1.0%
35.1437838	1	1.0%
35.134182	1	1.0%
35.1342979	1	1.0%
35.1318924	1	1.0%
35.1369073	1	1.0%
35.1405537	1	1.0%
35.1795643	1	1.0%
Other values (89)	89	89.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
33.2574509	1	1.0%
33.4396448	1	1.0%
33.5437575	1	1.0%
35.103741	1	1.0%
35.1059037	1	1.0%
35.1089872	1	1.0%
35.1093319	1	1.0%
35.1293706	1	1.0%
35.1318076	1	1.0%
35.1318924	1	1.0%

Value	Count	Frequency (%)
37.7662826	1	1.0%
37.7328163	1	1.0%
37.723755	1	1.0%
37.6614856	1	1.0%
37.6604165	1	1.0%
37.6330789	1	1.0%
37.6303439	1	1.0%
37.6301286	1	1.0%
37.6121371	1	1.0%
37.6121218	1	1.0%

y_cd
Real number (ℝ)

Distinct	99
Distinct (%)	99.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	127.22904

Minimum	126.32252
Maximum	129.14121
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	126.32252
5-th percentile	126.61945
Q1	126.94238
median	126.98198
Q3	127.11435
95-th percentile	129.03826
Maximum	129.14121
Range	2.8186933
Interquartile range (IQR)	0.17196255

Descriptive statistics

Standard deviation	0.66535243
Coefficient of variation (CV)	0.0052295644
Kurtosis	2.8386998
Mean	127.22904
Median Absolute Deviation (MAD)	0.0701416
Skewness	1.9659219
Sum	12722.904
Variance	0.44269386
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
127.0142152	2	2.0%
127.0199299	1	1.0%
126.4587597	1	1.0%
126.9070168	1	1.0%
126.9537242	1	1.0%
126.9534815	1	1.0%
126.9365211	1	1.0%
126.9156646	1	1.0%
126.9129673	1	1.0%
126.9404082	1	1.0%
Other values (89)	89	89.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
126.3225174	1	1.0%
126.4587597	1	1.0%
126.5084261	1	1.0%
126.5088507	1	1.0%
126.5977739	1	1.0%
126.6205946	1	1.0%
126.6422184	1	1.0%
126.6531786	1	1.0%
126.7744583	1	1.0%
126.8099898	1	1.0%

Value	Count	Frequency (%)
129.1412107	1	1.0%
129.1370273	1	1.0%
129.100099	1	1.0%
129.0767727	1	1.0%
129.0542017	1	1.0%
129.0374232	1	1.0%
129.0194146	1	1.0%
128.9426936	1	1.0%
128.6743408	1	1.0%
128.6143223	1	1.0%

sdiv
Categorical

Distinct	4
Distinct (%)	4.0%
Missing	0
Missing (%)	0.0%
Memory size	932.0 B

사립	58
공립	28
대학	11
국립	3

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	국립
2nd row	사립
3rd row	국립
4th row	국립
5th row	공립

Common Values

Value	Count	Frequency (%)
사립	58	58.0%
공립	28	28.0%
대학	11	11.0%
국립	3	3.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
사립	58	58.0%
공립	28	28.0%
대학	11	11.0%
국립	3	3.0%

regist_yn
Categorical

IMBALANCE

Distinct	2
Distinct (%)	2.0%
Missing	0
Missing (%)	0.0%
Memory size	932.0 B

등록	96
미등록	4

Length

Max length	3
Median length	2
Mean length	2.04
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	등록
2nd row	등록
3rd row	등록
4th row	미등록
5th row	등록

Common Values

Value	Count	Frequency (%)
등록	96	96.0%
미등록	4	4.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
등록	96	96.0%
미등록	4	4.0%

cttpc
Text

Distinct	99
Distinct (%)	99.0%
Missing	0
Missing (%)	0.0%
Memory size	932.0 B

Length

Max length	17
Median length	12
Mean length	11.79
Min length	9

Characters and Unicode

Total characters	1179
Distinct characters	14
Distinct categories	4 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	98 ?
Unique (%)	98.0%

Sample

1st row	02-2188-6114
2nd row	010-8875-8174
3rd row	02-2022-0600
4th row	043-261-1400
5th row	02-2659-2206

Value	Count	Frequency (%)
02-580-1300	2	2.0%
062-224-6601	1	1.0%
032-933-9297	1	1.0%
062-223-6677	1	1.0%
062-223-6515	1	1.0%
062-232-7335	1	1.0%
062-674-8515	1	1.0%
062-607-2315	1	1.0%
062-269-9883	1	1.0%
062-613-7113	1	1.0%
Other values (89)	89	89.0%

Most occurring characters

Value	Count	Frequency (%)
0	209	17.7%
-	198	16.8%
2	159	13.5%
1	98	8.3%
3	89	7.5%
7	88	7.5%
6	86	7.3%
5	69	5.9%
4	68	5.8%
8	64	5.4%
Other values (4)	51	4.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	977	82.9%
Dash Punctuation	198	16.8%
Math Symbol	2	0.2%
Other Punctuation	2	0.2%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	209	21.4%
2	159	16.3%
1	98	10.0%
3	89	9.1%
7	88	9.0%
6	86	8.8%
5	69	7.1%
4	68	7.0%
8	64	6.6%
9	47	4.8%

Other Punctuation

Value	Count	Frequency (%)
,	1	50.0%
/	1	50.0%

Dash Punctuation

Value	Count	Frequency (%)
-	198	100.0%

Math Symbol

Value	Count	Frequency (%)
~	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1179	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	209	17.7%
-	198	16.8%
2	159	13.5%
1	98	8.3%
3	89	7.5%
7	88	7.5%
6	86	7.3%
5	69	5.9%
4	68	5.8%
8	64	5.4%
Other values (4)	51	4.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1179	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	209	17.7%
-	198	16.8%
2	159	13.5%
1	98	8.3%
3	89	7.5%
7	88	7.5%
6	86	7.3%
5	69	5.9%
4	68	5.8%
8	64	5.4%
Other values (4)	51	4.3%

opnngdt
Text

Distinct	99
Distinct (%)	99.0%
Missing	0
Missing (%)	0.0%
Memory size	932.0 B

Length

Max length	36
Median length	10
Mean length	10.55
Min length	8

Characters and Unicode

Total characters	1055
Distinct characters	28
Distinct categories	6 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	98 ?
Unique (%)	98.0%

Sample

1st row	1986.08.25.
2nd row	1987.10.01.
3rd row	1998.12.01.
4th row	2018.12.27
5th row	2009.04.23.

Value	Count	Frequency (%)
1995.08.06	2	2.0%
1992.10.31	1	1.0%
1999.09.01	1	1.0%
2007.07.26	1	1.0%
2018.05.01	1	1.0%
2008.07.21	1	1.0%
2018.02.09	1	1.0%
2012.12.27	1	1.0%
2015.06.04	1	1.0%
1992.08.01	1	1.0%
Other values (90)	90	89.1%

Most occurring characters

Value	Count	Frequency (%)
.	238	22.6%
0	224	21.2%
1	182	17.3%
2	123	11.7%
9	79	7.5%
8	42	4.0%
6	32	3.0%
7	32	3.0%
5	30	2.8%
3	28	2.7%
Other values (18)	45	4.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	796	75.5%
Other Punctuation	239	22.7%
Other Letter	15	1.4%
Close Punctuation	2	0.2%
Open Punctuation	2	0.2%
Space Separator	1	0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
관	2	13.3%
개	2	13.3%
최	1	6.7%
초	1	6.7%
월	1	6.7%
년	1	6.7%
평	1	6.7%
구	1	6.7%
신	1	6.7%
축	1	6.7%
Other values (3)	3	20.0%

Decimal Number

Value	Count	Frequency (%)
0	224	28.1%
1	182	22.9%
2	123	15.5%
9	79	9.9%
8	42	5.3%
6	32	4.0%
7	32	4.0%
5	30	3.8%
3	28	3.5%
4	24	3.0%

Other Punctuation

Value	Count	Frequency (%)
.	238	99.6%
,	1	0.4%

Close Punctuation

Value	Count	Frequency (%)
)	2	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	2	100.0%

Space Separator

Value	Count	Frequency (%)
	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1040	98.6%
Hangul	15	1.4%

Most frequent character per script

Common

Value	Count	Frequency (%)
.	238	22.9%
0	224	21.5%
1	182	17.5%
2	123	11.8%
9	79	7.6%
8	42	4.0%
6	32	3.1%
7	32	3.1%
5	30	2.9%
3	28	2.7%
Other values (5)	30	2.9%

Hangul

Value	Count	Frequency (%)
관	2	13.3%
개	2	13.3%
최	1	6.7%
초	1	6.7%
월	1	6.7%
년	1	6.7%
평	1	6.7%
구	1	6.7%
신	1	6.7%
축	1	6.7%
Other values (3)	3	20.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1040	98.6%
Hangul	15	1.4%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
.	238	22.9%
0	224	21.5%
1	182	17.5%
2	123	11.8%
9	79	7.6%
8	42	4.0%
6	32	3.1%
7	32	3.1%
5	30	2.9%
3	28	2.7%
Other values (5)	30	2.9%

Hangul

Value	Count	Frequency (%)
관	2	13.3%
개	2	13.3%
최	1	6.7%
초	1	6.7%
월	1	6.7%
년	1	6.7%
평	1	6.7%
구	1	6.7%
신	1	6.7%
축	1	6.7%
Other values (3)	3	20.0%

regist_stts
Boolean

IMBALANCE

Distinct	2
Distinct (%)	2.0%
Missing	0
Missing (%)	0.0%
Memory size	232.0 B

True	96
False	4

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
True	96	96.0%
False	4	4.0%

regist_dt
Text

Distinct	93
Distinct (%)	93.9%
Missing	1
Missing (%)	1.0%
Memory size	932.0 B

Length

Max length	30
Median length	10
Mean length	10.242424
Min length	3

Characters and Unicode

Total characters	1014
Distinct characters	23
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	3 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	89 ?
Unique (%)	89.9%

Sample

1st row	2017.12.14.
2nd row	2007.08.30.
3rd row	2017.12.14.
4th row	미등록
5th row	2014.02.14.

Value	Count	Frequency (%)
미등록	4	4.0%
2017.12.14	2	2.0%
2002.05.20	2	2.0%
2005.03.11	2	2.0%
1996.11.22	2	2.0%
2018.05.30	2	2.0%
2018.07.02	1	1.0%
2015.03.25	1	1.0%
1993.02.11	1	1.0%
2001.04.13	1	1.0%
Other values (83)	83	82.2%

Most occurring characters

Value	Count	Frequency (%)
.	229	22.6%
0	200	19.7%
1	170	16.8%
2	159	15.7%
9	61	6.0%
7	35	3.5%
3	33	3.3%
5	29	2.9%
6	29	2.9%
8	26	2.6%
Other values (13)	43	4.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	759	74.9%
Other Punctuation	230	22.7%
Other Letter	22	2.2%
Space Separator	3	0.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	200	26.4%
1	170	22.4%
2	159	20.9%
9	61	8.0%
7	35	4.6%
3	33	4.3%
5	29	3.8%
6	29	3.8%
8	26	3.4%
4	17	2.2%

Other Letter

Value	Count	Frequency (%)
록	6	27.3%
등	6	27.3%
미	4	18.2%
최	1	4.5%
초	1	4.5%
변	1	4.5%
경	1	4.5%
신	1	4.5%
청	1	4.5%

Other Punctuation

Value	Count	Frequency (%)
.	229	99.6%
,	1	0.4%

Space Separator

Value	Count	Frequency (%)
	2	66.7%
	1	33.3%

Most occurring scripts

Value	Count	Frequency (%)
Common	992	97.8%
Hangul	22	2.2%

Most frequent character per script

Common

Value	Count	Frequency (%)
.	229	23.1%
0	200	20.2%
1	170	17.1%
2	159	16.0%
9	61	6.1%
7	35	3.5%
3	33	3.3%
5	29	2.9%
6	29	2.9%
8	26	2.6%
Other values (4)	21	2.1%

Hangul

Value	Count	Frequency (%)
록	6	27.3%
등	6	27.3%
미	4	18.2%
최	1	4.5%
초	1	4.5%
변	1	4.5%
경	1	4.5%
신	1	4.5%
청	1	4.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	991	97.7%
Hangul	22	2.2%
None	1	0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
.	229	23.1%
0	200	20.2%
1	170	17.2%
2	159	16.0%
9	61	6.2%
7	35	3.5%
3	33	3.3%
5	29	2.9%
6	29	2.9%
8	26	2.6%
Other values (3)	20	2.0%

Hangul

Value	Count	Frequency (%)
록	6	27.3%
등	6	27.3%
미	4	18.2%
최	1	4.5%
초	1	4.5%
변	1	4.5%
경	1	4.5%
신	1	4.5%
청	1	4.5%

None

Value	Count	Frequency (%)
	1	100.0%

regist_no
Text

Distinct	96
Distinct (%)	96.0%
Missing	0
Missing (%)	0.0%
Memory size	932.0 B

Length

Max length	16
Median length	16
Mean length	15.41
Min length	3

Characters and Unicode

Total characters	1541
Distinct characters	34
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	94 ?
Unique (%)	94.0%

Sample

1st row	국립13-2017-07호
2nd row	제주-사립13-2007-10호
3rd row	국립13-2017-09호
4th row	미등록
5th row	서울-공립13-2014-03호

Value	Count	Frequency (%)
미등록	4	4.0%
서울-사립13-1996-03호	2	2.0%
국립13-2017-07호	1	1.0%
인천-사립13-1996-01호	1	1.0%
광주-사립13-2017-02호	1	1.0%
광주-사립13-2007-01호	1	1.0%
광주-사립13-2018-01호	1	1.0%
광주-사립13-2008-01호	1	1.0%
광주-공립13-2018-02호	1	1.0%
광주-공립13-2015-01호	1	1.0%
Other values (86)	86	86.0%

Most occurring characters

Value	Count	Frequency (%)
-	286	18.6%
1	208	13.5%
0	201	13.0%
2	116	7.5%
3	100	6.5%
호	96	6.2%
립	85	5.5%
사	57	3.7%
9	51	3.3%
서	43	2.8%
Other values (24)	298	19.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	767	49.8%
Other Letter	488	31.7%
Dash Punctuation	286	18.6%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
호	96	19.7%
립	85	17.4%
사	57	11.7%
서	43	8.8%
울	43	8.8%
공	26	5.3%
대	20	4.1%
주	15	3.1%
경	14	2.9%
기	14	2.9%
Other values (13)	75	15.4%

Decimal Number

Value	Count	Frequency (%)
1	208	27.1%
0	201	26.2%
2	116	15.1%
3	100	13.0%
9	51	6.6%
7	24	3.1%
8	19	2.5%
5	18	2.3%
6	17	2.2%
4	13	1.7%

Dash Punctuation

Value	Count	Frequency (%)
-	286	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1053	68.3%
Hangul	488	31.7%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
호	96	19.7%
립	85	17.4%
사	57	11.7%
서	43	8.8%
울	43	8.8%
공	26	5.3%
대	20	4.1%
주	15	3.1%
경	14	2.9%
기	14	2.9%
Other values (13)	75	15.4%

Common

Value	Count	Frequency (%)
-	286	27.2%
1	208	19.8%
0	201	19.1%
2	116	11.0%
3	100	9.5%
9	51	4.8%
7	24	2.3%
8	19	1.8%
5	18	1.7%
6	17	1.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1053	68.3%
Hangul	488	31.7%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
-	286	27.2%
1	208	19.8%
0	201	19.1%
2	116	11.0%
3	100	9.5%
9	51	4.8%
7	24	2.3%
8	19	1.8%
5	18	1.7%
6	17	1.6%

Hangul

Value	Count	Frequency (%)
호	96	19.7%
립	85	17.4%
사	57	11.7%
서	43	8.8%
울	43	8.8%
공	26	5.3%
대	20	4.1%
주	15	3.1%
경	14	2.9%
기	14	2.9%
Other values (13)	75	15.4%

osvc_addr
Text

MISSING

Distinct	89
Distinct (%)	95.7%
Missing	7
Missing (%)	7.0%
Memory size	932.0 B

Length

Max length	146
Median length	36
Mean length	27.591398
Min length	13

Characters and Unicode

Total characters	2566
Distinct characters	57
Distinct categories	8 ?
Distinct scripts	3 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	85 ?
Unique (%)	91.4%

Sample

1st row	www.mmca.go.kr, ,www.facebook.com/MMCAKorea, www.instagram.com/MMCAKorea, ,www.twitter.com/MMCAKOREA, www.youtube.com/MMCAKorea, tv.naver.com/mmca
2nd row	www.jejuartpark.com
3rd row	www.mmca.go.kr, www.facebook.com/MMCAKorea, ,www.instagram.com/MMCAKorea, www.twitter.com/MMCAKOREA,, www.youtube.com/MMCAKorea, tv.naver.com/mmca
4th row	www.mmca.go.kr, www.facebook.com/MMCAKorea, ,www.instagram.com/MMCAKorea, www.twitter.com/MMCAKOREA,, www.youtube.com/MMCAKorea, tv.naver.com/mmca
5th row	www.gjjs.or.kr

Value	Count	Frequency (%)
www.mmca.go.kr	3	2.8%
www.instagram.com/mmcakorea	3	2.8%
www.twitter.com/mmcakorea	3	2.8%
www.youtube.com/mmcakorea	3	2.8%
tv.naver.com/mmca	3	2.8%
www.facebook.com/mmcakorea	3	2.8%
http://sema.seoul.go.kr	2	1.9%
www.sac.or.kr	2	1.9%
http://www.daelimmuseum.org/index.do	2	1.9%
http://artmuse.gwangju.go.kr	1	0.9%
Other values (83)	83	76.9%

Most occurring characters

Value	Count	Frequency (%)
.	273	10.6%
w	255	9.9%
o	180	7.0%
m	172	6.7%
r	143	5.6%
/	142	5.5%
a	134	5.2%
t	134	5.2%
u	120	4.7%
e	119	4.6%
Other values (47)	894	34.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1953	76.1%
Other Punctuation	480	18.7%
Uppercase Letter	82	3.2%
Decimal Number	24	0.9%
Space Separator	15	0.6%
Other Letter	7	0.3%
Connector Punctuation	3	0.1%
Dash Punctuation	2	0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
w	255	13.1%
o	180	9.2%
m	172	8.8%
r	143	7.3%
a	134	6.9%
t	134	6.9%
u	120	6.1%
e	119	6.1%
c	101	5.2%
s	92	4.7%
Other values (15)	503	25.8%

Uppercase Letter

Value	Count	Frequency (%)
M	24	29.3%
A	16	19.5%
K	13	15.9%
C	13	15.9%
R	5	6.1%
O	4	4.9%
E	3	3.7%
W	3	3.7%
T	1	1.2%

Decimal Number

Value	Count	Frequency (%)
1	7	29.2%
0	4	16.7%
3	3	12.5%
2	3	12.5%
8	2	8.3%
5	2	8.3%
6	1	4.2%
4	1	4.2%
7	1	4.2%

Other Letter

Value	Count	Frequency (%)
성	1	14.3%
암	1	14.3%
미	1	14.3%
술	1	14.3%
관	1	14.3%
한	1	14.3%
국	1	14.3%

Other Punctuation

Value	Count	Frequency (%)
.	273	56.9%
/	142	29.6%
:	39	8.1%
,	26	5.4%

Space Separator

Value	Count	Frequency (%)
	15	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	3	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2035	79.3%
Common	524	20.4%
Hangul	7	0.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
w	255	12.5%
o	180	8.8%
m	172	8.5%
r	143	7.0%
a	134	6.6%
t	134	6.6%
u	120	5.9%
e	119	5.8%
c	101	5.0%
s	92	4.5%
Other values (24)	585	28.7%

Common

Value	Count	Frequency (%)
.	273	52.1%
/	142	27.1%
:	39	7.4%
,	26	5.0%
	15	2.9%
1	7	1.3%
0	4	0.8%
3	3	0.6%
_	3	0.6%
2	3	0.6%
Other values (6)	9	1.7%

Hangul

Value	Count	Frequency (%)
성	1	14.3%
암	1	14.3%
미	1	14.3%
술	1	14.3%
관	1	14.3%
한	1	14.3%
국	1	14.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2559	99.7%
Hangul	7	0.3%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
.	273	10.7%
w	255	10.0%
o	180	7.0%
m	172	6.7%
r	143	5.6%
/	142	5.5%
a	134	5.2%
t	134	5.2%
u	120	4.7%
e	119	4.7%
Other values (40)	887	34.7%

Hangul

Value	Count	Frequency (%)
성	1	14.3%
암	1	14.3%
미	1	14.3%
술	1	14.3%
관	1	14.3%
한	1	14.3%
국	1	14.3%

osvc_av_gud_prvd_yn
Boolean

MISSING

Distinct	2
Distinct (%)	2.1%
Missing	6
Missing (%)	6.0%
Memory size	332.0 B

False	77
True	17
(Missing)	6

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	77	77.0%
True	17	17.0%
(Missing)	6	6.0%

osvc_av_gud_fee
Categorical

IMBALANCE

Distinct	4
Distinct (%)	4.0%
Missing	0
Missing (%)	0.0%
Memory size	932.0 B

<NA>	83
무료	13
1000	3
O	1

Length

Max length	4
Median length	4
Mean length	3.71
Min length	1

Unique

Unique	1 ?
Unique (%)	1.0%

Sample

1st row	1000
2nd row	<NA>
3rd row	1000
4th row	<NA>
5th row	<NA>

Common Values

Value	Count	Frequency (%)
<NA>	83	83.0%
무료	13	13.0%
1000	3	3.0%
O	1	1.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	83	83.0%
무료	13	13.0%
1000	3	3.0%
o	1	1.0%

osvc_mssys_prvd_yn
Boolean

MISSING

Distinct	2
Distinct (%)	2.1%
Missing	6
Missing (%)	6.0%
Memory size	332.0 B

False	72
True	22
(Missing)	6

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	72	72.0%
True	22	22.0%
(Missing)	6	6.0%

plot_aea
Text

MISSING

Distinct	98
Distinct (%)	100.0%
Missing	2
Missing (%)	2.0%
Memory size	932.0 B

Length

Max length	8
Median length	7
Mean length	4.4081633
Min length	3

Characters and Unicode

Total characters	432
Distinct characters	16
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	98 ?
Unique (%)	100.0%

Sample

1st row	66916
2nd row	412286
3rd row	1181
4th row	12077
5th row	3561

Value	Count	Frequency (%)
4815	1	1.0%
441	1	1.0%
1388.42	1	1.0%
1405	1	1.0%
248	1	1.0%
373	1	1.0%
158	1	1.0%
8898	1	1.0%
143293	1	1.0%
2980	1	1.0%
Other values (88)	88	89.8%

Most occurring characters

Value	Count	Frequency (%)
1	62	14.4%
2	49	11.3%
4	47	10.9%
9	41	9.5%
0	40	9.3%
8	38	8.8%
6	38	8.8%
5	36	8.3%
7	30	6.9%
3	30	6.9%
Other values (6)	21	4.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	411	95.1%
Other Punctuation	16	3.7%
Other Letter	5	1.2%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	62	15.1%
2	49	11.9%
4	47	11.4%
9	41	10.0%
0	40	9.7%
8	38	9.2%
6	38	9.2%
5	36	8.8%
7	30	7.3%
3	30	7.3%

Other Letter

Value	Count	Frequency (%)
포	1	20.0%
스	1	20.0%
코	1	20.0%
센	1	20.0%
터	1	20.0%

Other Punctuation

Value	Count	Frequency (%)
.	16	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	427	98.8%
Hangul	5	1.2%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	62	14.5%
2	49	11.5%
4	47	11.0%
9	41	9.6%
0	40	9.4%
8	38	8.9%
6	38	8.9%
5	36	8.4%
7	30	7.0%
3	30	7.0%

Hangul

Value	Count	Frequency (%)
포	1	20.0%
스	1	20.0%
코	1	20.0%
센	1	20.0%
터	1	20.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	427	98.8%
Hangul	5	1.2%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	62	14.5%
2	49	11.5%
4	47	11.0%
9	41	9.6%
0	40	9.4%
8	38	8.9%
6	38	8.9%
5	36	8.4%
7	30	7.0%
3	30	7.0%

Hangul

Value	Count	Frequency (%)
포	1	20.0%
스	1	20.0%
코	1	20.0%
센	1	20.0%
터	1	20.0%

buld_totar
Text

MISSING

Distinct	96
Distinct (%)	100.0%
Missing	4
Missing (%)	4.0%
Memory size	932.0 B

Length

Max length	8
Median length	7
Mean length	4.40625
Min length	3

Characters and Unicode

Total characters	423
Distinct characters	16
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	96 ?
Unique (%)	100.0%

Sample

1st row	37796.8
2nd row	1688.12
3rd row	3428
4th row	19865
5th row	3305

Value	Count	Frequency (%)
22826	1	1.0%
3428	1	1.0%
604.95	1	1.0%
769	1	1.0%
569	1	1.0%
489.4	1	1.0%
318	1	1.0%
945	1	1.0%
13330	1	1.0%
1986	1	1.0%
Other values (86)	86	89.6%

Most occurring characters

Value	Count	Frequency (%)
1	70	16.5%
3	47	11.1%
8	42	9.9%
5	40	9.5%
2	38	9.0%
6	37	8.7%
0	35	8.3%
4	33	7.8%
9	30	7.1%
7	29	6.9%
Other values (6)	22	5.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	401	94.8%
Other Punctuation	17	4.0%
Other Letter	5	1.2%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	70	17.5%
3	47	11.7%
8	42	10.5%
5	40	10.0%
2	38	9.5%
6	37	9.2%
0	35	8.7%
4	33	8.2%
9	30	7.5%
7	29	7.2%

Other Letter

Value	Count	Frequency (%)
포	1	20.0%
스	1	20.0%
코	1	20.0%
센	1	20.0%
터	1	20.0%

Other Punctuation

Value	Count	Frequency (%)
.	17	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	418	98.8%
Hangul	5	1.2%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	70	16.7%
3	47	11.2%
8	42	10.0%
5	40	9.6%
2	38	9.1%
6	37	8.9%
0	35	8.4%
4	33	7.9%
9	30	7.2%
7	29	6.9%

Hangul

Value	Count	Frequency (%)
포	1	20.0%
스	1	20.0%
코	1	20.0%
센	1	20.0%
터	1	20.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	418	98.8%
Hangul	5	1.2%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	70	16.7%
3	47	11.2%
8	42	10.0%
5	40	9.6%
2	38	9.1%
6	37	8.9%
0	35	8.4%
4	33	7.9%
9	30	7.2%
7	29	6.9%

Hangul

Value	Count	Frequency (%)
포	1	20.0%
스	1	20.0%
코	1	20.0%
센	1	20.0%
터	1	20.0%

ehbll_aea
Real number (ℝ)

MISSING ZEROS

Distinct	92
Distinct (%)	93.9%
Missing	2
Missing (%)	2.0%
Infinite	0
Infinite (%)	0.0%
Mean	1330.6429

Minimum	0
Maximum	13941
Zeros	3
Zeros (%)	3.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	0
5-th percentile	113.35
Q1	355.75
median	639
Q3	1439
95-th percentile	4430.95
Maximum	13941
Range	13941
Interquartile range (IQR)	1083.25

Descriptive statistics

Standard deviation	1910.9334
Coefficient of variation (CV)	1.4360979
Kurtosis	20.131177
Mean	1330.6429
Median Absolute Deviation (MAD)	424.5
Skewness	3.838606
Sum	130403
Variance	3651666.5
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	3	3.0%
330	2	2.0%
561	2	2.0%
398	2	2.0%
606	2	2.0%
664	1	1.0%
460	1	1.0%
242	1	1.0%
200	1	1.0%
318	1	1.0%
Other values (82)	82	82.0%
(Missing)	2	2.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3	3.0%
83	1	1.0%
104	1	1.0%
115	1	1.0%
121	1	1.0%
159	1	1.0%
160	1	1.0%
165	1	1.0%
191	1	1.0%
200	1	1.0%

Value	Count	Frequency (%)
13941	1	1.0%
7565	1	1.0%
5911	1	1.0%
5787	1	1.0%
5649	1	1.0%
4216	1	1.0%
3930	1	1.0%
3511	1	1.0%
3448	1	1.0%
3256	1	1.0%

shlf_aea
Real number (ℝ)

MISSING

Distinct	83
Distinct (%)	88.3%
Missing	6
Missing (%)	6.0%
Infinite	0
Infinite (%)	0.0%
Mean	365.20545

Minimum	3
Maximum	7361
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	3
5-th percentile	15.702
Q1	50
median	106.87
Q3	226.5
95-th percentile	1504.95
Maximum	7361
Range	7358
Interquartile range (IQR)	176.5

Descriptive statistics

Standard deviation	939.69219
Coefficient of variation (CV)	2.5730509
Kurtosis	35.494416
Mean	365.20545
Median Absolute Deviation (MAD)	65.87
Skewness	5.5037597
Sum	34329.312
Variance	883021.42
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
80.0	3	3.0%
50.0	3	3.0%
132.0	2	2.0%
106.0	2	2.0%
225.0	2	2.0%
42.0	2	2.0%
99.0	2	2.0%
127.0	2	2.0%
41.0	2	2.0%
463.32	1	1.0%
Other values (73)	73	73.0%
(Missing)	6	6.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3.0	1	1.0%
10.8	1	1.0%
11.0	1	1.0%
13.0	1	1.0%
15.0	1	1.0%
16.08	1	1.0%
17.0	1	1.0%
20.0	1	1.0%
22.0	1	1.0%
25.0	1	1.0%

Value	Count	Frequency (%)
7361.0	1	1.0%
3899.0	1	1.0%
3067.0	1	1.0%
2312.0	1	1.0%
1685.0	1	1.0%
1408.0	1	1.0%
870.0	1	1.0%
790.0	1	1.0%
753.66	1	1.0%
726.0	1	1.0%

edu_plce_aea
Text

MISSING

Distinct	61
Distinct (%)	93.8%
Missing	35
Missing (%)	35.0%
Memory size	932.0 B

Length

Max length	6
Median length	3
Mean length	3
Min length	2

Characters and Unicode

Total characters	195
Distinct characters	16
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	58 ?
Unique (%)	89.2%

Sample

1st row	1286
2nd row	78
3rd row	295
4th row	343
5th row	157

Value	Count	Frequency (%)
70	3	4.6%
100	2	3.1%
78	2	3.1%
332	1	1.5%
80	1	1.5%
129	1	1.5%
192	1	1.5%
37	1	1.5%
680	1	1.5%
213	1	1.5%
Other values (51)	51	78.5%

Most occurring characters

Value	Count	Frequency (%)
1	30	15.4%
2	24	12.3%
0	20	10.3%
8	17	8.7%
5	17	8.7%
7	16	8.2%
4	16	8.2%
9	15	7.7%
6	15	7.7%
3	12	6.2%
Other values (6)	13	6.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	182	93.3%
Other Punctuation	8	4.1%
Other Letter	5	2.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	30	16.5%
2	24	13.2%
0	20	11.0%
8	17	9.3%
5	17	9.3%
7	16	8.8%
4	16	8.8%
9	15	8.2%
6	15	8.2%
3	12	6.6%

Other Letter

Value	Count	Frequency (%)
포	1	20.0%
스	1	20.0%
코	1	20.0%
센	1	20.0%
터	1	20.0%

Other Punctuation

Value	Count	Frequency (%)
.	8	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	190	97.4%
Hangul	5	2.6%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	30	15.8%
2	24	12.6%
0	20	10.5%
8	17	8.9%
5	17	8.9%
7	16	8.4%
4	16	8.4%
9	15	7.9%
6	15	7.9%
3	12	6.3%

Hangul

Value	Count	Frequency (%)
포	1	20.0%
스	1	20.0%
코	1	20.0%
센	1	20.0%
터	1	20.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	190	97.4%
Hangul	5	2.6%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	30	15.8%
2	24	12.6%
0	20	10.5%
8	17	8.9%
5	17	8.9%
7	16	8.4%
4	16	8.4%
9	15	7.9%
6	15	7.9%
3	12	6.3%

Hangul

Value	Count	Frequency (%)
포	1	20.0%
스	1	20.0%
코	1	20.0%
센	1	20.0%
터	1	20.0%

ofce_aea
Real number (ℝ)

MISSING

Distinct	77
Distinct (%)	82.8%
Missing	7
Missing (%)	7.0%
Infinite	0
Infinite (%)	0.0%
Mean	440.93032

Minimum	3
Maximum	20213
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	3
5-th percentile	11.2
Q1	30
median	74
Q3	170
95-th percentile	816.03
Maximum	20213
Range	20210
Interquartile range (IQR)	140

Descriptive statistics

Standard deviation	2158.0679
Coefficient of variation (CV)	4.8943513
Kurtosis	78.848873
Mean	440.93032
Median Absolute Deviation (MAD)	58
Skewness	8.6472175
Sum	41006.52
Variance	4657257.1
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
60.0	4	4.0%
16.0	3	3.0%
145.0	2	2.0%
64.0	2	2.0%
18.0	2	2.0%
39.0	2	2.0%
9.0	2	2.0%
66.0	2	2.0%
85.0	2	2.0%
149.0	2	2.0%
Other values (67)	70	70.0%
(Missing)	7	7.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3.0	1	1.0%
5.0	1	1.0%
9.0	2	2.0%
10.0	1	1.0%
12.0	1	1.0%
12.53	1	1.0%
13.0	2	2.0%
14.0	1	1.0%
15.0	1	1.0%
16.0	3	3.0%

Value	Count	Frequency (%)
20213.0	1	1.0%
4530.0	1	1.0%
3533.0	1	1.0%
976.0	1	1.0%
888.0	1	1.0%
768.05	1	1.0%
652.0	1	1.0%
639.0	1	1.0%
476.0	1	1.0%
457.0	1	1.0%

data_lbr_booth_aea
Real number (ℝ)

MISSING

Distinct	49
Distinct (%)	90.7%
Missing	46
Missing (%)	46.0%
Infinite	0
Infinite (%)	0.0%
Mean	112.07315

Minimum	10
Maximum	1172
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	10
5-th percentile	11.65
Q1	30.25
median	52.5
Q3	114.5
95-th percentile	313.95
Maximum	1172
Range	1162
Interquartile range (IQR)	84.25

Descriptive statistics

Standard deviation	177.64694
Coefficient of variation (CV)	1.5850982
Kurtosis	24.402689
Mean	112.07315
Median Absolute Deviation (MAD)	32
Skewness	4.4641849
Sum	6051.95
Variance	31558.437
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=49)

Value	Count	Frequency (%)
50.0	3	3.0%
100.0	2	2.0%
45.0	2	2.0%
10.0	2	2.0%
37.0	1	1.0%
59.0	1	1.0%
189.0	1	1.0%
14.0	1	1.0%
104.94	1	1.0%
12.0	1	1.0%
Other values (39)	39	39.0%
(Missing)	46	46.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
10.0	2	2.0%
11.0	1	1.0%
12.0	1	1.0%
14.0	1	1.0%
14.2	1	1.0%
19.0	1	1.0%
20.0	1	1.0%
21.0	1	1.0%
24.0	1	1.0%
25.0	1	1.0%

Value	Count	Frequency (%)
1172.0	1	1.0%
524.3	1	1.0%
390.0	1	1.0%
273.0	1	1.0%
246.0	1	1.0%
235.0	1	1.0%
208.0	1	1.0%
205.0	1	1.0%
200.0	1	1.0%
196.0	1	1.0%

data_lbr_cnt
Text

MISSING

Distinct	41
Distinct (%)	87.2%
Missing	53
Missing (%)	53.0%
Memory size	932.0 B

Length

Max length	9
Median length	5
Mean length	4.0212766
Min length	2

Characters and Unicode

Total characters	189
Distinct characters	22
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	38 ?
Unique (%)	80.9%

Sample

1st row	40510
2nd row	744
3rd row	2691
4th row	38686
5th row	5000

Value	Count	Frequency (%)
300	4	8.3%
2000	3	6.2%
1000	2	4.2%
9609	1	2.1%
20000	1	2.1%
2100	1	2.1%
11889	1	2.1%
15093	1	2.1%
4287	1	2.1%
400	1	2.1%
Other values (32)	32	66.7%

Most occurring characters

Value	Count	Frequency (%)
0	68	36.0%
1	25	13.2%
2	14	7.4%
5	14	7.4%
8	12	6.3%
3	10	5.3%
6	10	5.3%
9	10	5.3%
4	9	4.8%
7	5	2.6%
Other values (12)	12	6.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	177	93.7%
Other Letter	11	5.8%
Space Separator	1	0.5%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
료	1	9.1%
자	1	9.1%
술	1	9.1%
예	1	9.1%
공	1	9.1%
코	1	9.1%
르	1	9.1%
아	1	9.1%
개	1	9.1%
비	1	9.1%

Decimal Number

Value	Count	Frequency (%)
0	68	38.4%
1	25	14.1%
2	14	7.9%
5	14	7.9%
8	12	6.8%
3	10	5.6%
6	10	5.6%
9	10	5.6%
4	9	5.1%
7	5	2.8%

Space Separator

Value	Count	Frequency (%)
	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	178	94.2%
Hangul	11	5.8%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	68	38.2%
1	25	14.0%
2	14	7.9%
5	14	7.9%
8	12	6.7%
3	10	5.6%
6	10	5.6%
9	10	5.6%
4	9	5.1%
7	5	2.8%

Hangul

Value	Count	Frequency (%)
료	1	9.1%
자	1	9.1%
술	1	9.1%
예	1	9.1%
공	1	9.1%
코	1	9.1%
르	1	9.1%
아	1	9.1%
개	1	9.1%
비	1	9.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	178	94.2%
Hangul	11	5.8%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	68	38.2%
1	25	14.0%
2	14	7.9%
5	14	7.9%
8	12	6.7%
3	10	5.6%
6	10	5.6%
9	10	5.6%
4	9	5.1%
7	5	2.8%

Hangul

Value	Count	Frequency (%)
료	1	9.1%
자	1	9.1%
술	1	9.1%
예	1	9.1%
공	1	9.1%
코	1	9.1%
르	1	9.1%
아	1	9.1%
개	1	9.1%
비	1	9.1%

plan_spc_ehbll_cnt
Categorical

Distinct	24
Distinct (%)	24.0%
Missing	0
Missing (%)	0.0%
Memory size	932.0 B

<NA>	16
연5회	11
연3회	10
연4회	9
연2회	9
Other values (19)	45

Length

Max length	5
Median length	3
Mean length	3.38
Min length	3

Unique

Unique	9 ?
Unique (%)	9.0%

Sample

1st row	연 9회
2nd row	<NA>
3rd row	연 3회
4th row	연1회
5th row	연10회

Common Values

Value	Count	Frequency (%)
<NA>	16	16.0%
연5회	11	11.0%
연3회	10	10.0%
연4회	9	9.0%
연2회	9	9.0%
연6회	8	8.0%
연1회	5	5.0%
연10회	4	4.0%
연8회	4	4.0%
연9회	4	4.0%
Other values (14)	20	20.0%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	16	15.5%
연5회	11	10.7%
연3회	10	9.7%
연4회	9	8.7%
연2회	9	8.7%
연6회	8	7.8%
연1회	5	4.9%
연10회	4	3.9%
연8회	4	3.9%
연9회	4	3.9%
Other values (15)	23	22.3%

prgrm_tot
Categorical

Distinct	34
Distinct (%)	34.0%
Missing	0
Missing (%)	0.0%
Memory size	932.0 B

<NA>	17
5	8
3	6
1	6
16	5
Other values (29)	58

Length

Max length	9
Median length	4
Mean length	2.13
Min length	1

Unique

Unique	14 ?
Unique (%)	14.0%

Sample

1st row	61(3관 전체)
2nd row	<NA>
3rd row	61(3관 전체)
4th row	36
5th row	32

Common Values

Value	Count	Frequency (%)
<NA>	17	17.0%
5	8	8.0%
3	6	6.0%
1	6	6.0%
16	5	5.0%
12	5	5.0%
10	4	4.0%
2	4	4.0%
4	4	4.0%
15	4	4.0%
Other values (24)	37	37.0%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	17	16.7%
5	8	7.8%
3	6	5.9%
1	6	5.9%
16	5	4.9%
12	5	4.9%
10	4	3.9%
2	4	3.9%
4	4	3.9%
15	4	3.9%
Other values (25)	39	38.2%

fyer_opn_dt_tot
Real number (ℝ)

MISSING

Distinct	62
Distinct (%)	66.0%
Missing	6
Missing (%)	6.0%
Infinite	0
Infinite (%)	0.0%
Mean	274.19149

Minimum	80
Maximum	365
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	80
5-th percentile	144.3
Q1	247.25
median	296
Q3	310
95-th percentile	360
Maximum	365
Range	285
Interquartile range (IQR)	62.75

Descriptive statistics

Standard deviation	60.622625
Coefficient of variation (CV)	0.22109594
Kurtosis	1.002658
Mean	274.19149
Median Absolute Deviation (MAD)	26
Skewness	-1.0766788
Sum	25774
Variance	3675.1027
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
310	8	8.0%
300	7	7.0%
365	3	3.0%
307	3	3.0%
280	3	3.0%
312	3	3.0%
270	2	2.0%
278	2	2.0%
311	2	2.0%
262	2	2.0%
Other values (52)	59	59.0%
(Missing)	6	6.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
80	1	1.0%
120	1	1.0%
122	1	1.0%
136	1	1.0%
143	1	1.0%
145	1	1.0%
150	2	2.0%
169	1	1.0%
177	1	1.0%
200	1	1.0%

Value	Count	Frequency (%)
365	3	3.0%
363	1	1.0%
360	2	2.0%
358	1	1.0%
348	1	1.0%
344	1	1.0%
340	1	1.0%
330	1	1.0%
326	1	1.0%
320	1	1.0%

fyer_usemem_tot
Real number (ℝ)

MISSING

Distinct	88
Distinct (%)	90.7%
Missing	3
Missing (%)	3.0%
Infinite	0
Infinite (%)	0.0%
Mean	118311.58

Minimum	400
Maximum	1423500
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	400
5-th percentile	1460
Q1	7000
median	20530
Q3	112113
95-th percentile	508777.6
Maximum	1423500
Range	1423100
Interquartile range (IQR)	105113

Descriptive statistics

Standard deviation	237995.64
Coefficient of variation (CV)	2.0116006
Kurtosis	13.822162
Mean	118311.58
Median Absolute Deviation (MAD)	17480
Skewness	3.4826316
Sum	11476223
Variance	5.6641925 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
10000	4	4.0%
6000	3	3.0%
7000	2	2.0%
3500	2	2.0%
12000	2	2.0%
27000	2	2.0%
3170	1	1.0%
16460	1	1.0%
9863	1	1.0%
16586	1	1.0%
Other values (78)	78	78.0%
(Missing)	3	3.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
400	1	1.0%
649	1	1.0%
800	1	1.0%
875	1	1.0%
1300	1	1.0%
1500	1	1.0%
1600	1	1.0%
1670	1	1.0%
1862	1	1.0%
2200	1	1.0%

Value	Count	Frequency (%)
1423500	1	1.0%
1147826	1	1.0%
1023738	1	1.0%
647805	1	1.0%
623888	1	1.0%
480000	1	1.0%
452024	1	1.0%
384032	1	1.0%
379910	1	1.0%
337930	1	1.0%

dyrg_usemem_cnt
Real number (ℝ)

MISSING

Distinct	78
Distinct (%)	82.1%
Missing	5
Missing (%)	5.0%
Infinite	0
Infinite (%)	0.0%
Mean	414.84295

Minimum	4
Maximum	4723
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	4
5-th percentile	9.7
Q1	31
median	85
Q3	415
95-th percentile	1793.6
Maximum	4723
Range	4719
Interquartile range (IQR)	384

Descriptive statistics

Standard deviation	798.17581
Coefficient of variation (CV)	1.9240433
Kurtosis	13.990545
Mean	414.84295
Median Absolute Deviation (MAD)	70
Skewness	3.4768483
Sum	39410.08
Variance	637084.62
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20.0	5	5.0%
50.0	4	4.0%
10.0	3	3.0%
15.0	3	3.0%
5.0	3	3.0%
83.0	2	2.0%
32.0	2	2.0%
600.0	2	2.0%
25.0	2	2.0%
213.0	1	1.0%
Other values (68)	68	68.0%
(Missing)	5	5.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
4.0	1	1.0%
5.0	3	3.0%
9.0	1	1.0%
10.0	3	3.0%
12.0	1	1.0%
15.0	3	3.0%
19.0	1	1.0%
20.0	5	5.0%
22.0	1	1.0%
25.0	2	2.0%

Value	Count	Frequency (%)
4723.0	1	1.0%
4187.0	1	1.0%
2975.982558	1	1.0%
2076.298077	1	1.0%
1900.0	1	1.0%
1748.0	1	1.0%
1644.0	1	1.0%
1414.0	1	1.0%
1259.0	1	1.0%
1250.0	1	1.0%

gnrl_fee
Real number (ℝ)

MISSING

Distinct	12
Distinct (%)	63.2%
Missing	81
Missing (%)	81.0%
Infinite	0
Infinite (%)	0.0%
Mean	5632.1053

Minimum	10
Maximum	20000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	10
5-th percentile	451
Q1	2000
median	4000
Q3	8500
95-th percentile	13700
Maximum	20000
Range	19990
Interquartile range (IQR)	6500

Descriptive statistics

Standard deviation	5087.067
Coefficient of variation (CV)	0.90322655
Kurtosis	2.162223
Mean	5632.1053
Median Absolute Deviation (MAD)	3000
Skewness	1.4170482
Sum	107010
Variance	25878251
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
3000	3	3.0%
10000	3	3.0%
2000	3	3.0%
7000	2	2.0%
1000	1	1.0%
20000	1	1.0%
4500	1	1.0%
10	1	1.0%
4000	1	1.0%
13000	1	1.0%
Other values (2)	2	2.0%
(Missing)	81	81.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
10	1	1.0%
500	1	1.0%
1000	1	1.0%
2000	3	3.0%
3000	3	3.0%
4000	1	1.0%
4500	1	1.0%
5000	1	1.0%
7000	2	2.0%
10000	3	3.0%

Value	Count	Frequency (%)
20000	1	1.0%
13000	1	1.0%
10000	3	3.0%
7000	2	2.0%
5000	1	1.0%
4500	1	1.0%
4000	1	1.0%
3000	3	3.0%
2000	3	3.0%
1000	1	1.0%

pre_schl_gnrl_fee
Categorical

IMBALANCE

Distinct	6
Distinct (%)	6.0%
Missing	0
Missing (%)	0.0%
Memory size	932.0 B

<NA>	94
5000	2
16000	1
500	1
3000	1

Length

Max length	5
Median length	4
Mean length	3.99
Min length	3

Unique

Unique	4 ?
Unique (%)	4.0%

Sample

1st row	<NA>
2nd row	<NA>
3rd row	<NA>
4th row	<NA>
5th row	<NA>

Common Values

Value	Count	Frequency (%)
<NA>	94	94.0%
5000	2	2.0%
16000	1	1.0%
500	1	1.0%
3000	1	1.0%
300	1	1.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	94	94.0%
5000	2	2.0%
16000	1	1.0%
500	1	1.0%
3000	1	1.0%
300	1	1.0%

ele_schl_gnrl_fee
Real number (ℝ)

MISSING

Distinct	14
Distinct (%)	77.8%
Missing	82
Missing (%)	82.0%
Infinite	0
Infinite (%)	0.0%
Mean	3494.4444

Minimum	300
Maximum	16000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	300
5-th percentile	470
Q1	1000
median	2500
Q3	5000
95-th percentile	8350
Maximum	16000
Range	15700
Interquartile range (IQR)	4000

Descriptive statistics

Standard deviation	3766.9573
Coefficient of variation (CV)	1.0779846
Kurtosis	6.8352646
Mean	3494.4444
Median Absolute Deviation (MAD)	1800
Skewness	2.3114205
Sum	62900
Variance	14189967
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=14)

Value	Count	Frequency (%)
5000	3	3.0%
3000	2	2.0%
1000	2	2.0%
500	1	1.0%
1200	1	1.0%
16000	1	1.0%
6000	1	1.0%
4000	1	1.0%
1500	1	1.0%
800	1	1.0%
Other values (4)	4	4.0%
(Missing)	82	82.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
300	1	1.0%
500	1	1.0%
600	1	1.0%
800	1	1.0%
1000	2	2.0%
1200	1	1.0%
1500	1	1.0%
2000	1	1.0%
3000	2	2.0%
4000	1	1.0%

Value	Count	Frequency (%)
16000	1	1.0%
7000	1	1.0%
6000	1	1.0%
5000	3	3.0%
4000	1	1.0%
3000	2	2.0%
2000	1	1.0%
1500	1	1.0%
1200	1	1.0%
1000	2	2.0%

mid_hi_gnrl_fee
Real number (ℝ)

MISSING

Distinct	11
Distinct (%)	61.1%
Missing	82
Missing (%)	82.0%
Infinite	0
Infinite (%)	0.0%
Mean	4188.8889

Minimum	300
Maximum	18000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	300
5-th percentile	470
Q1	1000
median	3000
Q3	6000
95-th percentile	9500
Maximum	18000
Range	17700
Interquartile range (IQR)	5000

Descriptive statistics

Standard deviation	4272.8815
Coefficient of variation (CV)	1.0200513
Kurtosis	5.8524299
Mean	4188.8889
Median Absolute Deviation (MAD)	2100
Skewness	2.1046373
Sum	75400
Variance	18257516
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=11)

Value	Count	Frequency (%)
3000	4	4.0%
1000	3	3.0%
6000	2	2.0%
7000	2	2.0%
500	1	1.0%
1800	1	1.0%
18000	1	1.0%
5000	1	1.0%
8000	1	1.0%
800	1	1.0%
(Missing)	82	82.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
300	1	1.0%
500	1	1.0%
800	1	1.0%
1000	3	3.0%
1800	1	1.0%
3000	4	4.0%
5000	1	1.0%
6000	2	2.0%
7000	2	2.0%
8000	1	1.0%

Value	Count	Frequency (%)
18000	1	1.0%
8000	1	1.0%
7000	2	2.0%
6000	2	2.0%
5000	1	1.0%
3000	4	4.0%
1800	1	1.0%
1000	3	3.0%
800	1	1.0%
500	1	1.0%

age_19_25_gnrl_fee
Real number (ℝ)

MISSING

Distinct	12
Distinct (%)	70.6%
Missing	83
Missing (%)	83.0%
Infinite	0
Infinite (%)	0.0%
Mean	5100

Minimum	100
Maximum	20000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	100
5-th percentile	260
Q1	1800
median	3000
Q3	7000
95-th percentile	14400
Maximum	20000
Range	19900
Interquartile range (IQR)	5200

Descriptive statistics

Standard deviation	5192.6631
Coefficient of variation (CV)	1.0181692
Kurtosis	3.3295569
Mean	5100
Median Absolute Deviation (MAD)	2000
Skewness	1.753051
Sum	86700
Variance	26963750
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
3000	3	3.0%
1000	2	2.0%
5000	2	2.0%
7000	2	2.0%
1800	1	1.0%
20000	1	1.0%
10000	1	1.0%
4500	1	1.0%
100	1	1.0%
13000	1	1.0%
Other values (2)	2	2.0%
(Missing)	83	83.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
100	1	1.0%
300	1	1.0%
1000	2	2.0%
1800	1	1.0%
2000	1	1.0%
3000	3	3.0%
4500	1	1.0%
5000	2	2.0%
7000	2	2.0%
10000	1	1.0%

Value	Count	Frequency (%)
20000	1	1.0%
13000	1	1.0%
10000	1	1.0%
7000	2	2.0%
5000	2	2.0%
4500	1	1.0%
3000	3	3.0%
2000	1	1.0%
1800	1	1.0%
1000	2	2.0%

grp_gnrl_fee_dcrate
Text

MISSING

Distinct	8
Distinct (%)	57.1%
Missing	86
Missing (%)	86.0%
Memory size	932.0 B

Length

Max length	26
Median length	2
Mean length	4.4285714
Min length	2

Characters and Unicode

Total characters	62
Distinct characters	21
Distinct categories	7 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	5 ?
Unique (%)	35.7%

Sample

1st row	30~40
2nd row	40 (어른 40, 청소년 33, 어린이 50)
3rd row	30
4th row	30
5th row	20

Value	Count	Frequency (%)
20	4	19.0%
30	3	14.3%
10	2	9.5%
40	2	9.5%
50	2	9.5%
30~40	1	4.8%
어른	1	4.8%
청소년	1	4.8%
33	1	4.8%
어린이	1	4.8%
Other values (3)	3	14.3%

Most occurring characters

Value	Count	Frequency (%)
0	18	29.0%
	7	11.3%
3	7	11.3%
2	5	8.1%
5	3	4.8%
,	3	4.8%
4	3	4.8%
어	2	3.2%
1	2	3.2%
(	1	1.6%
Other values (11)	11	17.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	38	61.3%
Other Letter	11	17.7%
Space Separator	7	11.3%
Other Punctuation	3	4.8%
Open Punctuation	1	1.6%
Math Symbol	1	1.6%
Close Punctuation	1	1.6%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
어	2	18.2%
른	1	9.1%
청	1	9.1%
소	1	9.1%
년	1	9.1%
린	1	9.1%
이	1	9.1%
일	1	9.1%
반	1	9.1%
원	1	9.1%

Decimal Number

Value	Count	Frequency (%)
0	18	47.4%
3	7	18.4%
2	5	13.2%
5	3	7.9%
4	3	7.9%
1	2	5.3%

Space Separator

Value	Count	Frequency (%)
	7	100.0%

Other Punctuation

Value	Count	Frequency (%)
,	3	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1	100.0%

Math Symbol

Value	Count	Frequency (%)
~	1	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	51	82.3%
Hangul	11	17.7%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	18	35.3%
	7	13.7%
3	7	13.7%
2	5	9.8%
5	3	5.9%
,	3	5.9%
4	3	5.9%
1	2	3.9%
(	1	2.0%
~	1	2.0%

Hangul

Value	Count	Frequency (%)
어	2	18.2%
른	1	9.1%
청	1	9.1%
소	1	9.1%
년	1	9.1%
린	1	9.1%
이	1	9.1%
일	1	9.1%
반	1	9.1%
원	1	9.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	51	82.3%
Hangul	11	17.7%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	18	35.3%
	7	13.7%
3	7	13.7%
2	5	9.8%
5	3	5.9%
,	3	5.9%
4	3	5.9%
1	2	3.9%
(	1	2.0%
~	1	2.0%

Hangul

Value	Count	Frequency (%)
어	2	18.2%
른	1	9.1%
청	1	9.1%
소	1	9.1%
년	1	9.1%
린	1	9.1%
이	1	9.1%
일	1	9.1%
반	1	9.1%
원	1	9.1%

etc_gnrl_fee_dcrate
Text

MISSING

Distinct	7
Distinct (%)	70.0%
Missing	90
Missing (%)	90.0%
Memory size	932.0 B

Length

Max length	13
Median length	2
Mean length	3.4
Min length	2

Characters and Unicode

Total characters	34
Distinct characters	12
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	6 ?
Unique (%)	60.0%

Sample

1st row	35
2nd row	50
3rd row	50
4th row	20
5th row	50

Value	Count	Frequency (%)
50	4	36.4%
35	1	9.1%
20	1	9.1%
초,중,고	1	9.1%
2,000원	1	9.1%
45	1	9.1%
30~50	1	9.1%
30	1	9.1%

Most occurring characters

Value	Count	Frequency (%)
0	11	32.4%
5	7	20.6%
,	4	11.8%
3	3	8.8%
2	2	5.9%
초	1	2.9%
중	1	2.9%
고	1	2.9%
	1	2.9%
원	1	2.9%
Other values (2)	2	5.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	24	70.6%
Other Punctuation	4	11.8%
Other Letter	4	11.8%
Space Separator	1	2.9%
Math Symbol	1	2.9%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	11	45.8%
5	7	29.2%
3	3	12.5%
2	2	8.3%
4	1	4.2%

Other Letter

Value	Count	Frequency (%)
초	1	25.0%
중	1	25.0%
고	1	25.0%
원	1	25.0%

Other Punctuation

Value	Count	Frequency (%)
,	4	100.0%

Space Separator

Value	Count	Frequency (%)
	1	100.0%

Math Symbol

Value	Count	Frequency (%)
~	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	30	88.2%
Hangul	4	11.8%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	11	36.7%
5	7	23.3%
,	4	13.3%
3	3	10.0%
2	2	6.7%
	1	3.3%
4	1	3.3%
~	1	3.3%

Hangul

Value	Count	Frequency (%)
초	1	25.0%
중	1	25.0%
고	1	25.0%
원	1	25.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	30	88.2%
Hangul	4	11.8%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	11	36.7%
5	7	23.3%
,	4	13.3%
3	3	10.0%
2	2	6.7%
	1	3.3%
4	1	3.3%
~	1	3.3%

Hangul

Value	Count	Frequency (%)
초	1	25.0%
중	1	25.0%
고	1	25.0%
원	1	25.0%

gnrl_fee_dc_policy
Text

MISSING

Distinct	15
Distinct (%)	100.0%
Missing	85
Missing (%)	85.0%
Memory size	932.0 B

Length

Max length	142
Median length	20
Mean length	32.533333
Min length	4

Characters and Unicode

Total characters	488
Distinct characters	122
Distinct categories	9 ?
Distinct scripts	3 ?
Distinct blocks	3 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	15 ?
Unique (%)	100.0%

Sample

1st row	허준박물관-겸재정선미술관 통합관람권(35%), 제로페이 성인 입장객(2019. 8. 1 ~ 12. 31까지 30%할인), 문화가 있는 날 야간 무료입장 등
2nd row	종로구민(50% 할인), 한복착용(50% 할인), 문화가 있는 날(50% 할인)
3rd row	국가 유공자 및 장애인, 65세 이상
4th row	경로, 장애인, 유공자 할인(20%), 문화가 있는날 무료 또는 일반 기준20%할인
5th row	• 65세 이상 경로자, 장애인 50% 할인,• 삼성카드 10% 할인, 프리미엄카드 월1회 무료입장(본인적용),• 현대카드 20% M포인트 사용 (현장결제 시 적용),• 20인 이상 단체 10%, 40인 이상 단체 20%, 100인 이상 단체 40% 할인

Value	Count	Frequency (%)
할인	7	6.6%
단체	6	5.7%
이상	5	4.7%
장애인	4	3.8%
무료	3	2.8%
문화가	3	2.8%
유공자	2	1.9%
30%할인	2	1.9%
20	2	1.9%
있는	2	1.9%
Other values (66)	70	66.0%

Most occurring characters

Value	Count	Frequency (%)
	91	18.6%
인	25	5.1%
0	24	4.9%
%	18	3.7%
,	18	3.7%
할	12	2.5%
5	10	2.0%
(	10	2.0%
)	10	2.0%
이	9	1.8%
Other values (112)	261	53.5%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	263	53.9%
Space Separator	91	18.6%
Decimal Number	66	13.5%
Other Punctuation	45	9.2%
Open Punctuation	10	2.0%
Close Punctuation	10	2.0%
Uppercase Letter	1	0.2%
Dash Punctuation	1	0.2%
Math Symbol	1	0.2%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
인	25	9.5%
할	12	4.6%
이	9	3.4%
장	9	3.4%
체	8	3.0%
단	7	2.7%
가	7	2.7%
상	6	2.3%
문	6	2.3%
화	6	2.3%
Other values (92)	168	63.9%

Decimal Number

Value	Count	Frequency (%)
0	24	36.4%
5	10	15.2%
3	9	13.6%
2	8	12.1%
1	8	12.1%
6	3	4.5%
4	2	3.0%
8	1	1.5%
9	1	1.5%

Other Punctuation

Value	Count	Frequency (%)
%	18	40.0%
,	18	40.0%
.	4	8.9%
•	4	8.9%
/	1	2.2%

Space Separator

Value	Count	Frequency (%)
	91	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	10	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	10	100.0%

Uppercase Letter

Value	Count	Frequency (%)
M	1	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1	100.0%

Math Symbol

Value	Count	Frequency (%)
~	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	263	53.9%
Common	224	45.9%
Latin	1	0.2%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
인	25	9.5%
할	12	4.6%
이	9	3.4%
장	9	3.4%
체	8	3.0%
단	7	2.7%
가	7	2.7%
상	6	2.3%
문	6	2.3%
화	6	2.3%
Other values (92)	168	63.9%

Common

Value	Count	Frequency (%)
	91	40.6%
0	24	10.7%
%	18	8.0%
,	18	8.0%
5	10	4.5%
(	10	4.5%
)	10	4.5%
3	9	4.0%
2	8	3.6%
1	8	3.6%
Other values (9)	18	8.0%

Latin

Value	Count	Frequency (%)
M	1	100.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	263	53.9%
ASCII	221	45.3%
Punctuation	4	0.8%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	91	41.2%
0	24	10.9%
%	18	8.1%
,	18	8.1%
5	10	4.5%
(	10	4.5%
)	10	4.5%
3	9	4.1%
2	8	3.6%
1	8	3.6%
Other values (9)	15	6.8%

Hangul

Value	Count	Frequency (%)
인	25	9.5%
할	12	4.6%
이	9	3.4%
장	9	3.4%
체	8	3.0%
단	7	2.7%
가	7	2.7%
상	6	2.3%
문	6	2.3%
화	6	2.3%
Other values (92)	168	63.9%

Punctuation

Value	Count	Frequency (%)
•	4	100.0%

gnrl_fee_free_trgt
Categorical

Distinct	19
Distinct (%)	19.0%
Missing	0
Missing (%)	0.0%
Memory size	932.0 B

전체	53
<NA>	29
해당없음	2
유치원, 65세이상, 장애인	1
만65세이상, 만6세이하, 국가유공자및유족, 독립유공자및유족, 518민주유공자및유족, 장애인	1
Other values (14)	14

Length

Max length	262
Median length	2
Mean length	9.14
Min length	2

Unique

Unique	16 ?
Unique (%)	16.0%

Sample

1st row	<NA>
2nd row	전체
3rd row	<NA>
4th row	<NA>
5th row	미취학 6세이하, 65세이상 어르신,,장애인, 국가유공자, 독립유공자, 장애인, 다둥이행복카드 소지자, 투표확인증 제출자 등

Common Values

Value	Count	Frequency (%)
전체	53	53.0%
<NA>	29	29.0%
해당없음	2	2.0%
유치원, 65세이상, 장애인	1	1.0%
만65세이상, 만6세이하, 국가유공자및유족, 독립유공자및유족, 518민주유공자및유족, 장애인	1	1.0%
영유아, 노인	1	1.0%
65세 이상 노인, 6세 이하 어린이,장애인등록증 소지자(1~3급 장애인 동반 1인 포함),국가유공자증, 국가유공자유족증 소지자,독립유공자증, 독립유공자유족증 소지자,5.18민주유공자증, 5.18민주유공자유족증 소지자 ,참전유공자, 고엽제후유의증환자증 소지자 ,특수임무유공자증, 특수임무유공자유족증 소지자,공무수행을 위하여 출입하는 자 ,꿈나무사랑카드 소지자(배우자 포함),대전광역시 명예시민증 소지자(배우자 포함),투표확인증(1회에 한하여 선거일 후 3개월까지 유효)	1	1.0%
65세 이상 성인, 7세 이하 아동, 국가유공자, 장애인	1	1.0%
희망교실카드 제시, 미술관 카페 이용자, 75세 이상 어르신	1	1.0%
미취학아동 등	1	1.0%
Other values (9)	9	9.0%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
전체	53	25.5%
na	29	13.9%
장애인	8	3.8%
소지자	4	1.9%
및	4	1.9%
이하	4	1.9%
이상	4	1.9%
미취학	3	1.4%
미취학아동	3	1.4%
65세	3	1.4%
Other values (81)	93	44.7%

spc_fee
Text

MISSING

Distinct	20
Distinct (%)	54.1%
Missing	63
Missing (%)	63.0%
Memory size	932.0 B

Length

Max length	43
Median length	4
Mean length	6.2702703
Min length	3

Characters and Unicode

Total characters	232
Distinct characters	38
Distinct categories	7 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	13 ?
Unique (%)	35.1%

Sample

1st row	기획전시별 별도 책정,(2,000원~3,000원 수준)
2nd row	기획전시별 별도 책정,(2,000원~3,000원 수준),* 덕수궁 입장료 제외
3rd row	1000
4th row	15000
5th row	15000

Value	Count	Frequency (%)
5000	7	14.6%
2000	4	8.3%
1000	3	6.2%
15000	3	6.2%
4000	3	6.2%
기획전시별	2	4.2%
수준	2	4.2%
책정,(2,000원~3,000원	2	4.2%
별도	2	4.2%
3000	2	4.2%
Other values (17)	18	37.5%

Most occurring characters

Value	Count	Frequency (%)
0	116	50.0%
5	13	5.6%
	11	4.7%
1	10	4.3%
,	10	4.3%
2	8	3.4%
별	5	2.2%
3	5	2.2%
원	4	1.7%
4	4	1.7%
Other values (28)	46	19.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	162	69.8%
Other Letter	41	17.7%
Space Separator	11	4.7%
Other Punctuation	11	4.7%
Math Symbol	3	1.3%
Close Punctuation	2	0.9%
Open Punctuation	2	0.9%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
별	5	12.2%
원	4	9.8%
수	3	7.3%
전	3	7.3%
시	3	7.3%
획	2	4.9%
준	2	4.9%
기	2	4.9%
정	2	4.9%
책	2	4.9%
Other values (12)	13	31.7%

Decimal Number

Value	Count	Frequency (%)
0	116	71.6%
5	13	8.0%
1	10	6.2%
2	8	4.9%
3	5	3.1%
4	4	2.5%
6	2	1.2%
8	2	1.2%
9	1	0.6%
7	1	0.6%

Other Punctuation

Value	Count	Frequency (%)
,	10	90.9%
*	1	9.1%

Space Separator

Value	Count	Frequency (%)
	11	100.0%

Math Symbol

Value	Count	Frequency (%)
~	3	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	2	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	191	82.3%
Hangul	41	17.7%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
별	5	12.2%
원	4	9.8%
수	3	7.3%
전	3	7.3%
시	3	7.3%
획	2	4.9%
준	2	4.9%
기	2	4.9%
정	2	4.9%
책	2	4.9%
Other values (12)	13	31.7%

Common

Value	Count	Frequency (%)
0	116	60.7%
5	13	6.8%
	11	5.8%
1	10	5.2%
,	10	5.2%
2	8	4.2%
3	5	2.6%
4	4	2.1%
~	3	1.6%
6	2	1.0%
Other values (6)	9	4.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	191	82.3%
Hangul	41	17.7%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	116	60.7%
5	13	6.8%
	11	5.8%
1	10	5.2%
,	10	5.2%
2	8	4.2%
3	5	2.6%
4	4	2.1%
~	3	1.6%
6	2	1.0%
Other values (6)	9	4.7%

Hangul

Value	Count	Frequency (%)
별	5	12.2%
원	4	9.8%
수	3	7.3%
전	3	7.3%
시	3	7.3%
획	2	4.9%
준	2	4.9%
기	2	4.9%
정	2	4.9%
책	2	4.9%
Other values (12)	13	31.7%

pre_schl_spc_fee
Text

MISSING

Distinct	11
Distinct (%)	91.7%
Missing	88
Missing (%)	88.0%
Memory size	932.0 B

Length

Max length	8
Median length	4
Mean length	4.1666667
Min length	2

Characters and Unicode

Total characters	50
Distinct characters	17
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	10 ?
Unique (%)	83.3%

Sample

1st row	8000
2nd row	평균 3,000
3rd row	2000
4th row	3000
5th row	3000

Value	Count	Frequency (%)
3000	2	14.3%
8000	1	7.1%
평균	1	7.1%
3,000	1	7.1%
2000	1	7.1%
4500	1	7.1%
전시별	1	7.1%
상이	1	7.1%
300	1	7.1%
4000	1	7.1%
Other values (3)	3	21.4%

Most occurring characters

Value	Count	Frequency (%)
0	27	54.0%
3	4	8.0%
	2	4.0%
전	2	4.0%
5	2	4.0%
4	2	4.0%
,	1	2.0%
2	1	2.0%
균	1	2.0%
평	1	2.0%
Other values (7)	7	14.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	38	76.0%
Other Letter	9	18.0%
Space Separator	2	4.0%
Other Punctuation	1	2.0%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
전	2	22.2%
균	1	11.1%
평	1	11.1%
시	1	11.1%
별	1	11.1%
상	1	11.1%
이	1	11.1%
체	1	11.1%

Decimal Number

Value	Count	Frequency (%)
0	27	71.1%
3	4	10.5%
5	2	5.3%
4	2	5.3%
2	1	2.6%
8	1	2.6%
1	1	2.6%

Space Separator

Value	Count	Frequency (%)
	2	100.0%

Other Punctuation

Value	Count	Frequency (%)
,	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	41	82.0%
Hangul	9	18.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	27	65.9%
3	4	9.8%
	2	4.9%
5	2	4.9%
4	2	4.9%
,	1	2.4%
2	1	2.4%
8	1	2.4%
1	1	2.4%

Hangul

Value	Count	Frequency (%)
전	2	22.2%
균	1	11.1%
평	1	11.1%
시	1	11.1%
별	1	11.1%
상	1	11.1%
이	1	11.1%
체	1	11.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	41	82.0%
Hangul	9	18.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	27	65.9%
3	4	9.8%
	2	4.9%
5	2	4.9%
4	2	4.9%
,	1	2.4%
2	1	2.4%
8	1	2.4%
1	1	2.4%

Hangul

Value	Count	Frequency (%)
전	2	22.2%
균	1	11.1%
평	1	11.1%
시	1	11.1%
별	1	11.1%
상	1	11.1%
이	1	11.1%
체	1	11.1%

pre_ele_schl_spc_fee
Text

MISSING

Distinct	18
Distinct (%)	56.2%
Missing	68
Missing (%)	68.0%
Memory size	932.0 B

Length

Max length	12
Median length	4
Mean length	4.21875
Min length	2

Characters and Unicode

Total characters	135
Distinct characters	21
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	13 ?
Unique (%)	40.6%

Sample

1st row	500
2nd row	10000
3rd row	9000
4th row	평균 3,000
5th row	3000

Value	Count	Frequency (%)
3000	6	17.6%
1000	5	14.7%
5000	4	11.8%
9000	2	5.9%
500	2	5.9%
상이	1	2.9%
700	1	2.9%
2000	1	2.9%
전체	1	2.9%
300	1	2.9%
Other values (10)	10	29.4%

Most occurring characters

Value	Count	Frequency (%)
0	88	65.2%
3	8	5.9%
1	7	5.2%
5	6	4.4%
,	3	2.2%
7	2	1.5%
전	2	1.5%
4	2	1.5%
2	2	1.5%
	2	1.5%
Other values (11)	13	9.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	119	88.1%
Other Letter	9	6.7%
Other Punctuation	4	3.0%
Space Separator	2	1.5%
Math Symbol	1	0.7%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	88	73.9%
3	8	6.7%
1	7	5.9%
5	6	5.0%
7	2	1.7%
4	2	1.7%
2	2	1.7%
6	2	1.7%
9	2	1.7%

Other Letter

Value	Count	Frequency (%)
전	2	22.2%
균	1	11.1%
평	1	11.1%
시	1	11.1%
별	1	11.1%
상	1	11.1%
이	1	11.1%
체	1	11.1%

Other Punctuation

Value	Count	Frequency (%)
,	3	75.0%
.	1	25.0%

Space Separator

Value	Count	Frequency (%)
	2	100.0%

Math Symbol

Value	Count	Frequency (%)
~	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	126	93.3%
Hangul	9	6.7%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	88	69.8%
3	8	6.3%
1	7	5.6%
5	6	4.8%
,	3	2.4%
7	2	1.6%
4	2	1.6%
2	2	1.6%
	2	1.6%
6	2	1.6%
Other values (3)	4	3.2%

Hangul

Value	Count	Frequency (%)
전	2	22.2%
균	1	11.1%
평	1	11.1%
시	1	11.1%
별	1	11.1%
상	1	11.1%
이	1	11.1%
체	1	11.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	126	93.3%
Hangul	9	6.7%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	88	69.8%
3	8	6.3%
1	7	5.6%
5	6	4.8%
,	3	2.4%
7	2	1.6%
4	2	1.6%
2	2	1.6%
	2	1.6%
6	2	1.6%
Other values (3)	4	3.2%

Hangul

Value	Count	Frequency (%)
전	2	22.2%
균	1	11.1%
평	1	11.1%
시	1	11.1%
별	1	11.1%
상	1	11.1%
이	1	11.1%
체	1	11.1%

mid_hi_spc_fee
Text

MISSING

Distinct	18
Distinct (%)	54.5%
Missing	67
Missing (%)	67.0%
Memory size	932.0 B

Length

Max length	12
Median length	4
Mean length	4.3030303
Min length	2

Characters and Unicode

Total characters	142
Distinct characters	20
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	13 ?
Unique (%)	39.4%

Sample

1st row	500
2nd row	13000
3rd row	11000
4th row	평균 4,500
5th row	3000

Value	Count	Frequency (%)
3000	6	17.1%
5000	5	14.3%
1000	4	11.4%
2000	3	8.6%
700	2	5.7%
2,000~12,000	1	2.9%
4,500	1	2.9%
평균	1	2.9%
11000	1	2.9%
13000	1	2.9%
Other values (10)	10	28.6%

Most occurring characters

Value	Count	Frequency (%)
0	89	62.7%
1	9	6.3%
3	8	5.6%
5	7	4.9%
2	6	4.2%
,	3	2.1%
7	3	2.1%
4	3	2.1%
전	2	1.4%
	2	1.4%
Other values (10)	10	7.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	126	88.7%
Other Letter	9	6.3%
Other Punctuation	4	2.8%
Space Separator	2	1.4%
Math Symbol	1	0.7%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	89	70.6%
1	9	7.1%
3	8	6.3%
5	7	5.6%
2	6	4.8%
7	3	2.4%
4	3	2.4%
6	1	0.8%

Other Letter

Value	Count	Frequency (%)
전	2	22.2%
균	1	11.1%
평	1	11.1%
별	1	11.1%
이	1	11.1%
상	1	11.1%
시	1	11.1%
체	1	11.1%

Other Punctuation

Value	Count	Frequency (%)
,	3	75.0%
.	1	25.0%

Space Separator

Value	Count	Frequency (%)
	2	100.0%

Math Symbol

Value	Count	Frequency (%)
~	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	133	93.7%
Hangul	9	6.3%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	89	66.9%
1	9	6.8%
3	8	6.0%
5	7	5.3%
2	6	4.5%
,	3	2.3%
7	3	2.3%
4	3	2.3%
	2	1.5%
6	1	0.8%
Other values (2)	2	1.5%

Hangul

Value	Count	Frequency (%)
전	2	22.2%
균	1	11.1%
평	1	11.1%
별	1	11.1%
이	1	11.1%
상	1	11.1%
시	1	11.1%
체	1	11.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	133	93.7%
Hangul	9	6.3%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	89	66.9%
1	9	6.8%
3	8	6.0%
5	7	5.3%
2	6	4.5%
,	3	2.3%
7	3	2.3%
4	3	2.3%
	2	1.5%
6	1	0.8%
Other values (2)	2	1.5%

Hangul

Value	Count	Frequency (%)
전	2	22.2%
균	1	11.1%
평	1	11.1%
별	1	11.1%
이	1	11.1%
상	1	11.1%
시	1	11.1%
체	1	11.1%

age_19_25_spc_fee
Text

MISSING

Distinct	17
Distinct (%)	58.6%
Missing	71
Missing (%)	71.0%
Memory size	932.0 B

Length

Max length	10
Median length	4
Mean length	4.5172414
Min length	3

Characters and Unicode

Total characters	131
Distinct characters	19
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	12 ?
Unique (%)	41.4%

Sample

1st row	1000
2nd row	15000
3rd row	평균 4,500
4th row	10000
5th row	12000

Value	Count	Frequency (%)
3000	5	16.1%
5000	4	12.9%
4000	3	9.7%
1000	3	9.7%
15000	2	6.5%
6000	1	3.2%
상이	1	3.2%
전시별	1	3.2%
300	1	3.2%
2500	1	3.2%
Other values (9)	9	29.0%

Most occurring characters

Value	Count	Frequency (%)
0	84	64.1%
5	9	6.9%
1	9	6.9%
3	7	5.3%
4	5	3.8%
2	3	2.3%
	2	1.5%
7	1	0.8%
상	1	0.8%
별	1	0.8%
Other values (9)	9	6.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	120	91.6%
Other Letter	7	5.3%
Space Separator	2	1.5%
Other Punctuation	1	0.8%
Math Symbol	1	0.8%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	84	70.0%
5	9	7.5%
1	9	7.5%
3	7	5.8%
4	5	4.2%
2	3	2.5%
7	1	0.8%
6	1	0.8%
8	1	0.8%

Other Letter

Value	Count	Frequency (%)
상	1	14.3%
별	1	14.3%
시	1	14.3%
전	1	14.3%
균	1	14.3%
평	1	14.3%
이	1	14.3%

Space Separator

Value	Count	Frequency (%)
	2	100.0%

Other Punctuation

Value	Count	Frequency (%)
,	1	100.0%

Math Symbol

Value	Count	Frequency (%)
~	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	124	94.7%
Hangul	7	5.3%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	84	67.7%
5	9	7.3%
1	9	7.3%
3	7	5.6%
4	5	4.0%
2	3	2.4%
	2	1.6%
7	1	0.8%
,	1	0.8%
6	1	0.8%
Other values (2)	2	1.6%

Hangul

Value	Count	Frequency (%)
상	1	14.3%
별	1	14.3%
시	1	14.3%
전	1	14.3%
균	1	14.3%
평	1	14.3%
이	1	14.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	124	94.7%
Hangul	7	5.3%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	84	67.7%
5	9	7.3%
1	9	7.3%
3	7	5.6%
4	5	4.0%
2	3	2.4%
	2	1.6%
7	1	0.8%
,	1	0.8%
6	1	0.8%
Other values (2)	2	1.6%

Hangul

Value	Count	Frequency (%)
상	1	14.3%
별	1	14.3%
시	1	14.3%
전	1	14.3%
균	1	14.3%
평	1	14.3%
이	1	14.3%

grp_spc_fee_dcrate
Categorical

IMBALANCE

Distinct	12
Distinct (%)	12.0%
Missing	0
Missing (%)	0.0%
Memory size	932.0 B

<NA>	73
20	13
25	3
10	2
50	2
Other values (7)	7

Length

Max length	14
Median length	4
Mean length	3.65
Min length	2

Unique

Unique	7 ?
Unique (%)	7.0%

Sample

1st row	20
2nd row	<NA>
3rd row	20
4th row	<NA>
5th row	30~40

Common Values

Value	Count	Frequency (%)
<NA>	73	73.0%
20	13	13.0%
25	3	3.0%
10	2	2.0%
50	2	2.0%
30~40	1	1.0%
0.15	1	1.0%
20인이상 1,000원할인	1	1.0%
0.5	1	1.0%
40	1	1.0%
Other values (2)	2	2.0%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	73	72.3%
20	13	12.9%
25	3	3.0%
10	2	2.0%
50	2	2.0%
30~40	1	1.0%
0.15	1	1.0%
20인이상	1	1.0%
1,000원할인	1	1.0%
0.5	1	1.0%
Other values (3)	3	3.0%

etc_spc_fee_dcrate
Text

MISSING

Distinct	13
Distinct (%)	54.2%
Missing	76
Missing (%)	76.0%
Memory size	932.0 B

Length

Max length	13
Median length	10.5
Mean length	3.9583333
Min length	2

Characters and Unicode

Total characters	95
Distinct characters	18
Distinct categories	6 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	8 ?
Unique (%)	33.3%

Sample

1st row	20~50
2nd row	20~50
3rd row	30
4th row	0.2
5th row	20~40

Value	Count	Frequency (%)
50	7	26.9%
30	3	11.5%
20~50	2	7.7%
20~40	2	7.7%
40	2	7.7%
0.2	1	3.8%
30-50	1	3.8%
10~40	1	3.8%
33-50	1	3.8%
10%,~50	1	3.8%
Other values (5)	5	19.2%

Most occurring characters

Value	Count	Frequency (%)
0	31	32.6%
5	16	16.8%
3	7	7.4%
2	7	7.4%
~	7	7.4%
%	5	5.3%
4	5	5.3%
.	2	2.1%
-	2	2.1%
1	2	2.1%
Other values (8)	11	11.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	68	71.6%
Other Punctuation	9	9.5%
Math Symbol	7	7.4%
Other Letter	7	7.4%
Dash Punctuation	2	2.1%
Space Separator	2	2.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	31	45.6%
5	16	23.5%
3	7	10.3%
2	7	10.3%
4	5	7.4%
1	2	2.9%

Other Letter

Value	Count	Frequency (%)
인	2	28.6%
경	1	14.3%
로	1	14.3%
장	1	14.3%
애	1	14.3%
할	1	14.3%

Other Punctuation

Value	Count	Frequency (%)
%	5	55.6%
.	2	22.2%
,	2	22.2%

Math Symbol

Value	Count	Frequency (%)
~	7	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	2	100.0%

Space Separator

Value	Count	Frequency (%)
	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	88	92.6%
Hangul	7	7.4%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	31	35.2%
5	16	18.2%
3	7	8.0%
2	7	8.0%
~	7	8.0%
%	5	5.7%
4	5	5.7%
.	2	2.3%
-	2	2.3%
1	2	2.3%
Other values (2)	4	4.5%

Hangul

Value	Count	Frequency (%)
인	2	28.6%
경	1	14.3%
로	1	14.3%
장	1	14.3%
애	1	14.3%
할	1	14.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	88	92.6%
Hangul	7	7.4%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	31	35.2%
5	16	18.2%
3	7	8.0%
2	7	8.0%
~	7	8.0%
%	5	5.7%
4	5	5.7%
.	2	2.3%
-	2	2.3%
1	2	2.3%
Other values (2)	4	4.5%

Hangul

Value	Count	Frequency (%)
인	2	28.6%
경	1	14.3%
로	1	14.3%
장	1	14.3%
애	1	14.3%
할	1	14.3%

spc_fee_dc_policy
Text

MISSING

Distinct	36
Distinct (%)	92.3%
Missing	61
Missing (%)	61.0%
Memory size	932.0 B

Length

Max length	156
Median length	57
Mean length	46.333333
Min length	5

Characters and Unicode

Total characters	1807
Distinct characters	208
Distinct categories	10 ?
Distinct scripts	3 ?
Distinct blocks	3 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	33 ?
Unique (%)	84.6%

Sample

1st row	현대카드 플래티넘 회원 50% (동반 1인 포함, 월5회, 해당 카드결제 시),아시아나클럽 일반회원 20% (카드제시자에 한함),SPC 해피포인트 회원 50% 할인(앱 쿠폰 인증 회원)
2nd row	현대카드 플래티넘 회원 50% (동반 1인 포함, 월5회, 해당 카드결제 시),아시아나클럽 일반회원 20% (카드제시자에 한함),SPC 해피포인트 회원 50% 할인(앱 쿠폰 인증 회원)
3rd row	허준박물관-겸재정선미술관 통합관람권(35%), 제로페이 성인 입장객(2019. 8. 1 ~ 12. 31까지 30%할인), 문화가 있는 날 야간 무료입장 등
4th row	특별할인: 다둥이행복카드, 문화가 있는 날 (50%/6시 이후 발권),제휴할인: 카카오/제로페이 결제시 20%,단체: 20인 이상 인솔자 1명 무료,특별권: 만 65세 이상, 장애인 4~6급, 미취학 아동, 국가/독립유공자유족증 소유자, 의사상자유족, 서울명예시민증 소유자
5th row	도민 할인, 제휴처 할인 등

Value	Count	Frequency (%)
할인	21	5.6%
회원	13	3.5%
등	13	3.5%
날	11	2.9%
이상	10	2.7%
	10	2.7%
장애인	9	2.4%
50	8	2.1%
문화가	8	2.1%
있는	8	2.1%
Other values (184)	264	70.4%

Most occurring characters

Value	Count	Frequency (%)
	336	18.6%
,	99	5.5%
인	87	4.8%
0	73	4.0%
%	55	3.0%
할	38	2.1%
5	35	1.9%
자	32	1.8%
)	32	1.8%
(	32	1.8%
Other values (198)	988	54.7%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	1021	56.5%
Space Separator	336	18.6%
Other Punctuation	185	10.2%
Decimal Number	183	10.1%
Close Punctuation	32	1.8%
Open Punctuation	32	1.8%
Uppercase Letter	10	0.6%
Math Symbol	6	0.3%
Lowercase Letter	1	0.1%
Dash Punctuation	1	0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
인	87	8.5%
할	38	3.7%
자	32	3.1%
이	28	2.7%
원	25	2.4%
카	25	2.4%
드	23	2.3%
문	21	2.1%
화	21	2.1%
장	20	2.0%
Other values (169)	701	68.7%

Decimal Number

Value	Count	Frequency (%)
0	73	39.9%
5	35	19.1%
1	24	13.1%
2	22	12.0%
3	9	4.9%
6	8	4.4%
4	6	3.3%
9	3	1.6%
7	2	1.1%
8	1	0.5%

Other Punctuation

Value	Count	Frequency (%)
,	99	53.5%
%	55	29.7%
:	12	6.5%
/	6	3.2%
.	5	2.7%
•	4	2.2%
*	4	2.2%

Uppercase Letter

Value	Count	Frequency (%)
C	2	20.0%
P	2	20.0%
S	2	20.0%
M	2	20.0%
L	1	10.0%
A	1	10.0%

Space Separator

Value	Count	Frequency (%)
	336	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	32	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	32	100.0%

Math Symbol

Value	Count	Frequency (%)
~	6	100.0%

Lowercase Letter

Value	Count	Frequency (%)
o	1	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	1021	56.5%
Common	775	42.9%
Latin	11	0.6%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
인	87	8.5%
할	38	3.7%
자	32	3.1%
이	28	2.7%
원	25	2.4%
카	25	2.4%
드	23	2.3%
문	21	2.1%
화	21	2.1%
장	20	2.0%
Other values (169)	701	68.7%

Common

Value	Count	Frequency (%)
	336	43.4%
,	99	12.8%
0	73	9.4%
%	55	7.1%
5	35	4.5%
)	32	4.1%
(	32	4.1%
1	24	3.1%
2	22	2.8%
:	12	1.5%
Other values (12)	55	7.1%

Latin

Value	Count	Frequency (%)
C	2	18.2%
P	2	18.2%
S	2	18.2%
M	2	18.2%
L	1	9.1%
o	1	9.1%
A	1	9.1%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	1021	56.5%
ASCII	782	43.3%
Punctuation	4	0.2%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	336	43.0%
,	99	12.7%
0	73	9.3%
%	55	7.0%
5	35	4.5%
)	32	4.1%
(	32	4.1%
1	24	3.1%
2	22	2.8%
:	12	1.5%
Other values (18)	62	7.9%

Hangul

Value	Count	Frequency (%)
인	87	8.5%
할	38	3.7%
자	32	3.1%
이	28	2.7%
원	25	2.4%
카	25	2.4%
드	23	2.3%
문	21	2.1%
화	21	2.1%
장	20	2.0%
Other values (169)	701	68.7%

Punctuation

Value	Count	Frequency (%)
•	4	100.0%

spc_fee_free_trgt
Text

MISSING

Distinct	34
Distinct (%)	50.0%
Missing	32
Missing (%)	32.0%
Memory size	932.0 B

Length

Max length	351
Median length	262
Mean length	36.029412
Min length	2

Characters and Unicode

Total characters	2450
Distinct characters	201
Distinct categories	9 ?
Distinct scripts	3 ?
Distinct blocks	3 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	28 ?
Unique (%)	41.2%

Sample

1st row	1.일반,만24세 이하 또는 만65세 이상,대학생,국가유공자·독립유공자(유공자증 소지시 본인 및 동반가족),국가유공자·독립유공자 유족증 소지자,미술관에 미술작품 등의 자료 기증자(기증자 카드 소지시 본인 및 동반가족) ,국립현대미술관 유료회원,박물관·미술관 학예사 자격 취득자,예술인패스 소지자,ICOM(국제박물관협의회)카드 소지자,학생인솔교사 및 관광안내사(사전예약 단체에 한함),장애인 및 동행보호자,기초수급 대상자 및 차상위 계층(증명서 제시자에 한함),,2.제휴사,현대카드 프리미엄 회원 (동반 1인 포함, 월5회, 해당 카드 결제시),아시아나클럽 우수회원 카드(카드제시자에 한함,,3.매월 마지막 수요일 문화가 있는 날
2nd row	1.일반,만24세 이하 또는 만65세 이상,대학생,국가유공자·독립유공자(유공자증 소지시 본인 및 동반가족),국가유공자·독립유공자 유족증 소지자,미술관에 미술작품 등의 자료 기증자(기증자 카드 소지시 본인 및 동반가족) ,국립현대미술관 유료회원,박물관·미술관 학예사 자격 취득자,예술인패스 소지자,ICOM(국제박물관협의회)카드 소지자,학생인솔교사 및 관광안내사(사전예약 단체에 한함),장애인 및 동행보호자,기초수급 대상자 및 차상위 계층(증명서 제시자에 한함),,2.제휴사,현대카드 프리미엄 회원 (동반 1인 포함, 월5회, 해당 카드 결제시),아시아나클럽 우수회원 카드(카드제시자에 한함,,3.매월 마지막 수요일 문화가 있는 날
3rd row	전체
4th row	미취학 6세이하, 65세이상 어르신,,장애인, 국가유공자, 독립유공자, 장애인, 다둥이행복카드 소지자, 투표확인증 제출자 등
5th row	36개월 미만 유아

Value	Count	Frequency (%)
전체	30	6.4%
장애인	16	3.4%
및	15	3.2%
미만	12	2.6%
이상	11	2.4%
소지자	11	2.4%
유아	10	2.1%
등	9	1.9%
만	9	1.9%
65세	8	1.7%
Other values (169)	335	71.9%

Most occurring characters

Value	Count	Frequency (%)
	398	16.2%
,	168	6.9%
자	113	4.6%
유	79	3.2%
공	48	2.0%
인	45	1.8%
전	42	1.7%
미	39	1.6%
증	39	1.6%
지	38	1.6%
Other values (191)	1441	58.8%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	1650	67.3%
Space Separator	398	16.2%
Other Punctuation	197	8.0%
Decimal Number	124	5.1%
Open Punctuation	29	1.2%
Close Punctuation	27	1.1%
Uppercase Letter	17	0.7%
Math Symbol	5	0.2%
Lowercase Letter	3	0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
자	113	6.8%
유	79	4.8%
공	48	2.9%
인	45	2.7%
전	42	2.5%
미	39	2.4%
증	39	2.4%
지	38	2.3%
소	38	2.3%
체	35	2.1%
Other values (167)	1134	68.7%

Decimal Number

Value	Count	Frequency (%)
6	31	25.0%
5	28	22.6%
1	20	16.1%
3	16	12.9%
2	9	7.3%
8	8	6.5%
4	7	5.6%
7	4	3.2%
0	1	0.8%

Other Punctuation

Value	Count	Frequency (%)
,	168	85.3%
.	19	9.6%
·	6	3.0%
/	4	2.0%

Uppercase Letter

Value	Count	Frequency (%)
I	5	29.4%
C	4	23.5%
O	4	23.5%
M	4	23.5%

Lowercase Letter

Value	Count	Frequency (%)
c	1	33.3%
o	1	33.3%
m	1	33.3%

Space Separator

Value	Count	Frequency (%)
	398	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	29	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	27	100.0%

Math Symbol

Value	Count	Frequency (%)
~	5	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	1650	67.3%
Common	780	31.8%
Latin	20	0.8%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
자	113	6.8%
유	79	4.8%
공	48	2.9%
인	45	2.7%
전	42	2.5%
미	39	2.4%
증	39	2.4%
지	38	2.3%
소	38	2.3%
체	35	2.1%
Other values (167)	1134	68.7%

Common

Value	Count	Frequency (%)
	398	51.0%
,	168	21.5%
6	31	4.0%
(	29	3.7%
5	28	3.6%
)	27	3.5%
1	20	2.6%
.	19	2.4%
3	16	2.1%
2	9	1.2%
Other values (7)	35	4.5%

Latin

Value	Count	Frequency (%)
I	5	25.0%
C	4	20.0%
O	4	20.0%
M	4	20.0%
c	1	5.0%
o	1	5.0%
m	1	5.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	1650	67.3%
ASCII	794	32.4%
None	6	0.2%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	398	50.1%
,	168	21.2%
6	31	3.9%
(	29	3.7%
5	28	3.5%
)	27	3.4%
1	20	2.5%
.	19	2.4%
3	16	2.0%
2	9	1.1%
Other values (13)	49	6.2%

Hangul

Value	Count	Frequency (%)
자	113	6.8%
유	79	4.8%
공	48	2.9%
인	45	2.7%
전	42	2.5%
미	39	2.4%
증	39	2.4%
지	38	2.3%
소	38	2.3%
체	35	2.1%
Other values (167)	1134	68.7%

None

Value	Count	Frequency (%)
·	6	100.0%

hr_pbl_curatr_tot
Categorical

IMBALANCE

Distinct	12
Distinct (%)	12.0%
Missing	0
Missing (%)	0.0%
Memory size	932.0 B

<NA>	77
2	5
4	4
39(4관 전체)	3
11	2
Other values (7)	9

Length

Max length	9
Median length	4
Mean length	3.59
Min length	1

Unique

Unique	5 ?
Unique (%)	5.0%

Sample

1st row	39(4관 전체)
2nd row	<NA>
3rd row	39(4관 전체)
4th row	39(4관 전체)
5th row	<NA>

Common Values

Value	Count	Frequency (%)
<NA>	77	77.0%
2	5	5.0%
4	4	4.0%
39(4관 전체)	3	3.0%
11	2	2.0%
1	2	2.0%
8	2	2.0%
13	1	1.0%
10	1	1.0%
0	1	1.0%
Other values (2)	2	2.0%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	77	74.8%
2	5	4.9%
4	4	3.9%
39(4관	3	2.9%
전체	3	2.9%
11	2	1.9%
1	2	1.9%
8	2	1.9%
13	1	1.0%
10	1	1.0%
Other values (3)	3	2.9%

hr_pbl_pbsvnt_subtot
Text

MISSING

Distinct	9
Distinct (%)	69.2%
Missing	87
Missing (%)	87.0%
Memory size	932.0 B

Length

Max length	9
Median length	1
Mean length	3.0769231
Min length	1

Characters and Unicode

Total characters	40
Distinct characters	12
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	6 ?
Unique (%)	46.2%

Sample

1st row	27(4관 전체)
2nd row	27(4관 전체)
3rd row	27(4관 전체)
4th row	12
5th row	1

Value	Count	Frequency (%)
27(4관	3	18.8%
전체	3	18.8%
5	2	12.5%
3	2	12.5%
12	1	6.2%
1	1	6.2%
24	1	6.2%
7	1	6.2%
4	1	6.2%
15	1	6.2%

Most occurring characters

Value	Count	Frequency (%)
2	5	12.5%
4	5	12.5%
7	4	10.0%
(	3	7.5%
관	3	7.5%
	3	7.5%
전	3	7.5%
체	3	7.5%
)	3	7.5%
5	3	7.5%
Other values (2)	5	12.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	22	55.0%
Other Letter	9	22.5%
Open Punctuation	3	7.5%
Space Separator	3	7.5%
Close Punctuation	3	7.5%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	5	22.7%
4	5	22.7%
7	4	18.2%
5	3	13.6%
1	3	13.6%
3	2	9.1%

Other Letter

Value	Count	Frequency (%)
관	3	33.3%
전	3	33.3%
체	3	33.3%

Open Punctuation

Value	Count	Frequency (%)
(	3	100.0%

Space Separator

Value	Count	Frequency (%)
	3	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	3	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	31	77.5%
Hangul	9	22.5%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	5	16.1%
4	5	16.1%
7	4	12.9%
(	3	9.7%
	3	9.7%
)	3	9.7%
5	3	9.7%
1	3	9.7%
3	2	6.5%

Hangul

Value	Count	Frequency (%)
관	3	33.3%
전	3	33.3%
체	3	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	31	77.5%
Hangul	9	22.5%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	5	16.1%
4	5	16.1%
7	4	12.9%
(	3	9.7%
	3	9.7%
)	3	9.7%
5	3	9.7%
1	3	9.7%
3	2	6.5%

Hangul

Value	Count	Frequency (%)
관	3	33.3%
전	3	33.3%
체	3	33.3%

hr_pbl_pbsvnt_curatr_crqfc_pos_cnt
Categorical

IMBALANCE

Distinct	5
Distinct (%)	5.0%
Missing	0
Missing (%)	0.0%
Memory size	932.0 B

<NA>	91
10(4관 전체)	3
2	2
3	2
1	2

Length

Max length	9
Median length	4
Mean length	3.97
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	10(4관 전체)
2nd row	<NA>
3rd row	10(4관 전체)
4th row	10(4관 전체)
5th row	<NA>

Common Values

Value	Count	Frequency (%)
<NA>	91	91.0%
10(4관 전체)	3	3.0%
2	2	2.0%
3	2	2.0%
1	2	2.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	91	88.3%
10(4관	3	2.9%
전체	3	2.9%
2	2	1.9%
3	2	1.9%
1	2	1.9%

hr_pbl_irgllbr_subtot
Text

MISSING

Distinct	13
Distinct (%)	56.5%
Missing	77
Missing (%)	77.0%
Memory size	932.0 B

Length

Max length	10
Median length	1
Mean length	2.4347826
Min length	1

Characters and Unicode

Total characters	56
Distinct characters	16
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	6 ?
Unique (%)	26.1%

Sample

1st row	297(4관 전체)
2nd row	297(4관 전체)
3rd row	297(4관 전체)
4th row	8
5th row	3

Value	Count	Frequency (%)
297(4관	3	11.5%
전체	3	11.5%
3	3	11.5%
1	3	11.5%
5	2	7.7%
4	2	7.7%
10	2	7.7%
6	2	7.7%
8	1	3.8%
64	1	3.8%
Other values (4)	4	15.4%

Most occurring characters

Value	Count	Frequency (%)
4	6	10.7%
3	6	10.7%
2	5	8.9%
1	5	8.9%
7	4	7.1%
9	3	5.4%
(	3	5.4%
관	3	5.4%
	3	5.4%
전	3	5.4%
Other values (6)	15	26.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	38	67.9%
Other Letter	9	16.1%
Open Punctuation	3	5.4%
Space Separator	3	5.4%
Close Punctuation	3	5.4%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
4	6	15.8%
3	6	15.8%
2	5	13.2%
1	5	13.2%
7	4	10.5%
9	3	7.9%
5	3	7.9%
6	3	7.9%
0	2	5.3%
8	1	2.6%

Other Letter

Value	Count	Frequency (%)
관	3	33.3%
전	3	33.3%
체	3	33.3%

Open Punctuation

Value	Count	Frequency (%)
(	3	100.0%

Space Separator

Value	Count	Frequency (%)
	3	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	3	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	47	83.9%
Hangul	9	16.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
4	6	12.8%
3	6	12.8%
2	5	10.6%
1	5	10.6%
7	4	8.5%
9	3	6.4%
(	3	6.4%
	3	6.4%
)	3	6.4%
5	3	6.4%
Other values (3)	6	12.8%

Hangul

Value	Count	Frequency (%)
관	3	33.3%
전	3	33.3%
체	3	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	47	83.9%
Hangul	9	16.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
4	6	12.8%
3	6	12.8%
2	5	10.6%
1	5	10.6%
7	4	8.5%
9	3	6.4%
(	3	6.4%
	3	6.4%
)	3	6.4%
5	3	6.4%
Other values (3)	6	12.8%

Hangul

Value	Count	Frequency (%)
관	3	33.3%
전	3	33.3%
체	3	33.3%

hr_pbl_irgllbr_curatr_crqfc_pos_cnt
Categorical

IMBALANCE

Distinct	9
Distinct (%)	9.0%
Missing	0
Missing (%)	0.0%
Memory size	932.0 B

<NA>	80
1	8
80(4관 전체)	3
2	3
3	2
Other values (4)	4

Length

Max length	9
Median length	4
Mean length	3.66
Min length	1

Unique

Unique	4 ?
Unique (%)	4.0%

Sample

1st row	80(4관 전체)
2nd row	<NA>
3rd row	80(4관 전체)
4th row	80(4관 전체)
5th row	1

Common Values

Value	Count	Frequency (%)
<NA>	80	80.0%
1	8	8.0%
80(4관 전체)	3	3.0%
2	3	3.0%
3	2	2.0%
39	1	1.0%
33	1	1.0%
9	1	1.0%
.	1	1.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	80	77.7%
1	8	7.8%
80(4관	3	2.9%
전체	3	2.9%
2	3	2.9%
3	2	1.9%
39	1	1.0%
33	1	1.0%
9	1	1.0%
	1	1.0%

hr_pbl_poigs
Text

MISSING

Distinct	16
Distinct (%)	64.0%
Missing	75
Missing (%)	75.0%
Memory size	932.0 B

Length

Max length	9
Median length	1
Mean length	2.32
Min length	1

Characters and Unicode

Total characters	58
Distinct characters	14
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	10 ?
Unique (%)	40.0%

Sample

1st row	81(4관 전체)
2nd row	81(4관 전체)
3rd row	81(4관 전체)
4th row	2
5th row	52

Value	Count	Frequency (%)
2	4	14.3%
전체	3	10.7%
81(4관	3	10.7%
8	2	7.1%
3	2	7.1%
23	2	7.1%
1	2	7.1%
13	1	3.6%
7	1	3.6%
4	1	3.6%
Other values (7)	7	25.0%

Most occurring characters

Value	Count	Frequency (%)
2	10	17.2%
1	10	17.2%
8	6	10.3%
3	5	8.6%
4	4	6.9%
(	3	5.2%
관	3	5.2%
	3	5.2%
전	3	5.2%
체	3	5.2%
Other values (4)	8	13.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	40	69.0%
Other Letter	9	15.5%
Open Punctuation	3	5.2%
Space Separator	3	5.2%
Close Punctuation	3	5.2%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	10	25.0%
1	10	25.0%
8	6	15.0%
3	5	12.5%
4	4	10.0%
5	3	7.5%
0	1	2.5%
7	1	2.5%

Other Letter

Value	Count	Frequency (%)
관	3	33.3%
전	3	33.3%
체	3	33.3%

Open Punctuation

Value	Count	Frequency (%)
(	3	100.0%

Space Separator

Value	Count	Frequency (%)
	3	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	3	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	49	84.5%
Hangul	9	15.5%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	10	20.4%
1	10	20.4%
8	6	12.2%
3	5	10.2%
4	4	8.2%
(	3	6.1%
	3	6.1%
)	3	6.1%
5	3	6.1%
0	1	2.0%

Hangul

Value	Count	Frequency (%)
관	3	33.3%
전	3	33.3%
체	3	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	49	84.5%
Hangul	9	15.5%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	10	20.4%
1	10	20.4%
8	6	12.2%
3	5	10.2%
4	4	8.2%
(	3	6.1%
	3	6.1%
)	3	6.1%
5	3	6.1%
0	1	2.0%

Hangul

Value	Count	Frequency (%)
관	3	33.3%
전	3	33.3%
체	3	33.3%

hr_pbl_irgllbr
Text

MISSING

Distinct	13
Distinct (%)	56.5%
Missing	77
Missing (%)	77.0%
Memory size	932.0 B

Length

Max length	10
Median length	1
Mean length	2.4347826
Min length	1

Characters and Unicode

Total characters	56
Distinct characters	16
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	6 ?
Unique (%)	26.1%

Sample

1st row	297(4관 전체)
2nd row	297(4관 전체)
3rd row	297(4관 전체)
4th row	8
5th row	3

Value	Count	Frequency (%)
297(4관	3	11.5%
전체	3	11.5%
3	3	11.5%
1	3	11.5%
5	2	7.7%
4	2	7.7%
10	2	7.7%
6	2	7.7%
8	1	3.8%
64	1	3.8%
Other values (4)	4	15.4%

Most occurring characters

Value	Count	Frequency (%)
4	6	10.7%
3	6	10.7%
2	5	8.9%
1	5	8.9%
7	4	7.1%
9	3	5.4%
(	3	5.4%
관	3	5.4%
	3	5.4%
전	3	5.4%
Other values (6)	15	26.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	38	67.9%
Other Letter	9	16.1%
Open Punctuation	3	5.4%
Space Separator	3	5.4%
Close Punctuation	3	5.4%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
4	6	15.8%
3	6	15.8%
2	5	13.2%
1	5	13.2%
7	4	10.5%
9	3	7.9%
5	3	7.9%
6	3	7.9%
0	2	5.3%
8	1	2.6%

Other Letter

Value	Count	Frequency (%)
관	3	33.3%
전	3	33.3%
체	3	33.3%

Open Punctuation

Value	Count	Frequency (%)
(	3	100.0%

Space Separator

Value	Count	Frequency (%)
	3	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	3	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	47	83.9%
Hangul	9	16.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
4	6	12.8%
3	6	12.8%
2	5	10.6%
1	5	10.6%
7	4	8.5%
9	3	6.4%
(	3	6.4%
	3	6.4%
)	3	6.4%
5	3	6.4%
Other values (3)	6	12.8%

Hangul

Value	Count	Frequency (%)
관	3	33.3%
전	3	33.3%
체	3	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	47	83.9%
Hangul	9	16.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
4	6	12.8%
3	6	12.8%
2	5	10.6%
1	5	10.6%
7	4	8.5%
9	3	6.4%
(	3	6.4%
	3	6.4%
)	3	6.4%
5	3	6.4%
Other values (3)	6	12.8%

Hangul

Value	Count	Frequency (%)
관	3	33.3%
전	3	33.3%
체	3	33.3%

hr_pbl_intern
Categorical

IMBALANCE

Distinct	4
Distinct (%)	4.0%
Missing	0
Missing (%)	0.0%
Memory size	932.0 B

<NA>	94
2	3
4	2
1	1

Length

Max length	4
Median length	4
Mean length	3.82
Min length	1

Unique

Unique	1 ?
Unique (%)	1.0%

Sample

1st row	<NA>
2nd row	<NA>
3rd row	<NA>
4th row	<NA>
5th row	<NA>

Common Values

Value	Count	Frequency (%)
<NA>	94	94.0%
2	3	3.0%
4	2	2.0%
1	1	1.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	94	94.0%
2	3	3.0%
4	2	2.0%
1	1	1.0%

hr_pbl_volun
Real number (ℝ)

MISSING

Distinct	16
Distinct (%)	88.9%
Missing	82
Missing (%)	82.0%
Infinite	0
Infinite (%)	0.0%
Mean	528.94444

Minimum	1
Maximum	4667
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	37
median	63.5
Q3	489
95-th percentile	1862
Maximum	4667
Range	4666
Interquartile range (IQR)	452

Descriptive statistics

Standard deviation	1126.3665
Coefficient of variation (CV)	2.129461
Kurtosis	11.735491
Mean	528.94444
Median Absolute Deviation (MAD)	43.5
Skewness	3.262155
Sum	9521
Variance	1268701.6
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
1	2	2.0%
40	2	2.0%
1231	1	1.0%
17	1	1.0%
1010	1	1.0%
4667	1	1.0%
48	1	1.0%
609	1	1.0%
70	1	1.0%
36	1	1.0%
Other values (6)	6	6.0%
(Missing)	82	82.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	2	2.0%
17	1	1.0%
23	1	1.0%
36	1	1.0%
40	2	2.0%
48	1	1.0%
57	1	1.0%
70	1	1.0%
74	1	1.0%
101	1	1.0%

Value	Count	Frequency (%)
4667	1	1.0%
1367	1	1.0%
1231	1	1.0%
1010	1	1.0%
609	1	1.0%
129	1	1.0%
101	1	1.0%
74	1	1.0%
70	1	1.0%
57	1	1.0%

hr_prv_curatr_tot
Real number (ℝ)

MISSING

Distinct	12
Distinct (%)	20.0%
Missing	40
Missing (%)	40.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.5166667

Minimum	1
Maximum	19
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	2
median	2
Q3	4
95-th percentile	10.1
Maximum	19
Range	18
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	3.4811437
Coefficient of variation (CV)	0.98989869
Kurtosis	8.425658
Mean	3.5166667
Median Absolute Deviation (MAD)	1
Skewness	2.7433566
Sum	211
Variance	12.118362
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
2	23	23.0%
1	11	11.0%
3	10	10.0%
4	4	4.0%
5	3	3.0%
7	3	3.0%
6	1	1.0%
19	1	1.0%
16	1	1.0%
10	1	1.0%
Other values (2)	2	2.0%
(Missing)	40	40.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	11	11.0%
2	23	23.0%
3	10	10.0%
4	4	4.0%
5	3	3.0%
6	1	1.0%
7	3	3.0%
9	1	1.0%
10	1	1.0%
12	1	1.0%

Value	Count	Frequency (%)
19	1	1.0%
16	1	1.0%
12	1	1.0%
10	1	1.0%
9	1	1.0%
7	3	3.0%
6	1	1.0%
5	3	3.0%
4	4	4.0%
3	10	10.0%

hr_prv_curatr_crqfc_pos_cnt
Categorical

IMBALANCE

Distinct	5
Distinct (%)	5.0%
Missing	0
Missing (%)	0.0%
Memory size	932.0 B

<NA>	91
10(4관 전체)	3
2	2
3	2
1	2

Length

Max length	9
Median length	4
Mean length	3.97
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	10(4관 전체)
2nd row	<NA>
3rd row	10(4관 전체)
4th row	10(4관 전체)
5th row	<NA>

Common Values

Value	Count	Frequency (%)
<NA>	91	91.0%
10(4관 전체)	3	3.0%
2	2	2.0%
3	2	2.0%
1	2	2.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	91	88.3%
10(4관	3	2.9%
전체	3	2.9%
2	2	1.9%
3	2	1.9%
1	2	1.9%

hr_prv_curatr_crqfc_non_pos_cnt
Categorical

IMBALANCE

Distinct	9
Distinct (%)	9.0%
Missing	0
Missing (%)	0.0%
Memory size	932.0 B

<NA>	78
8	5
4	4
1	4
29(4관 전체)	3
Other values (4)	6

Length

Max length	9
Median length	4
Mean length	3.59
Min length	1

Unique

Unique	3 ?
Unique (%)	3.0%

Sample

1st row	29(4관 전체)
2nd row	<NA>
3rd row	29(4관 전체)
4th row	29(4관 전체)
5th row	<NA>

Common Values

Value	Count	Frequency (%)
<NA>	78	78.0%
8	5	5.0%
4	4	4.0%
1	4	4.0%
29(4관 전체)	3	3.0%
2	3	3.0%
11	1	1.0%
5	1	1.0%
3	1	1.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	78	75.7%
8	5	4.9%
4	4	3.9%
1	4	3.9%
29(4관	3	2.9%
전체	3	2.9%
2	3	2.9%
11	1	1.0%
5	1	1.0%
3	1	1.0%

hr_prv_non_curatr_exp_cnt
Real number (ℝ)

MISSING

Distinct	7
Distinct (%)	26.9%
Missing	74
Missing (%)	74.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.0384615

Minimum	1
Maximum	26
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	2
Q3	2
95-th percentile	7.5
Maximum	26
Range	25
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	4.9677421
Coefficient of variation (CV)	1.6349531
Kurtosis	19.895165
Mean	3.0384615
Median Absolute Deviation (MAD)	1
Skewness	4.2952255
Sum	79
Variance	24.678462
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
1	11	11.0%
2	9	9.0%
3	2	2.0%
26	1	1.0%
6	1	1.0%
4	1	1.0%
8	1	1.0%
(Missing)	74	74.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	11	11.0%
2	9	9.0%
3	2	2.0%
4	1	1.0%
6	1	1.0%
8	1	1.0%
26	1	1.0%

Value	Count	Frequency (%)
26	1	1.0%
8	1	1.0%
6	1	1.0%
4	1	1.0%
3	2	2.0%
2	9	9.0%
1	11	11.0%

hr_prv_rgllbr
Real number (ℝ)

MISSING

Distinct	13
Distinct (%)	38.2%
Missing	66
Missing (%)	66.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.7941176

Minimum	1
Maximum	57
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	3
Q3	5.75
95-th percentile	28.5
Maximum	57
Range	56
Interquartile range (IQR)	4.75

Descriptive statistics

Standard deviation	12.333201
Coefficient of variation (CV)	1.8152763
Kurtosis	11.275823
Mean	6.7941176
Median Absolute Deviation (MAD)	2
Skewness	3.3520555
Sum	231
Variance	152.10784
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=13)

Value	Count	Frequency (%)
1	13	13.0%
4	5	5.0%
2	3	3.0%
3	3	3.0%
7	2	2.0%
48	1	1.0%
14	1	1.0%
9	1	1.0%
18	1	1.0%
12	1	1.0%
Other values (3)	3	3.0%
(Missing)	66	66.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	13	13.0%
2	3	3.0%
3	3	3.0%
4	5	5.0%
5	1	1.0%
6	1	1.0%
7	2	2.0%
9	1	1.0%
12	1	1.0%
14	1	1.0%

Value	Count	Frequency (%)
57	1	1.0%
48	1	1.0%
18	1	1.0%
14	1	1.0%
12	1	1.0%
9	1	1.0%
7	2	2.0%
6	1	1.0%
5	1	1.0%
4	5	5.0%

hr_prv_intern
Categorical

IMBALANCE

Distinct	5
Distinct (%)	5.0%
Missing	0
Missing (%)	0.0%
Memory size	932.0 B

<NA>	78
1	11
2	8
3	2
4	1

Length

Max length	4
Median length	4
Mean length	3.34
Min length	1

Unique

Unique	1 ?
Unique (%)	1.0%

Sample

1st row	<NA>
2nd row	<NA>
3rd row	<NA>
4th row	<NA>
5th row	<NA>

Common Values

Value	Count	Frequency (%)
<NA>	78	78.0%
1	11	11.0%
2	8	8.0%
3	2	2.0%
4	1	1.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	78	78.0%
1	11	11.0%
2	8	8.0%
3	2	2.0%
4	1	1.0%

hr_prv_volun
Text

MISSING

Distinct	9
Distinct (%)	60.0%
Missing	85
Missing (%)	85.0%
Memory size	932.0 B

Length

Max length	3
Median length	1
Mean length	1.5333333
Min length	1

Characters and Unicode

Total characters	23
Distinct characters	7
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	5 ?
Unique (%)	33.3%

Sample

1st row	12
2nd row	1
3rd row	4
4th row	20
5th row	수시

Value	Count	Frequency (%)
1	3	20.0%
수시	3	20.0%
4	2	13.3%
2	2	13.3%
12	1	6.7%
20	1	6.7%
454	1	6.7%
5	1	6.7%
15	1	6.7%

Most occurring characters

Value	Count	Frequency (%)
1	5	21.7%
4	4	17.4%
2	4	17.4%
수	3	13.0%
시	3	13.0%
5	3	13.0%
0	1	4.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	17	73.9%
Other Letter	6	26.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	5	29.4%
4	4	23.5%
2	4	23.5%
5	3	17.6%
0	1	5.9%

Other Letter

Value	Count	Frequency (%)
수	3	50.0%
시	3	50.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	17	73.9%
Hangul	6	26.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	5	29.4%
4	4	23.5%
2	4	23.5%
5	3	17.6%
0	1	5.9%

Hangul

Value	Count	Frequency (%)
수	3	50.0%
시	3	50.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	17	73.9%
Hangul	6	26.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	5	29.4%
4	4	23.5%
2	4	23.5%
5	3	17.6%
0	1	5.9%

Hangul

Value	Count	Frequency (%)
수	3	50.0%
시	3	50.0%

rm
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	100
Missing (%)	100.0%
Memory size	1.0 KiB

lst_updt_dt
Categorical

CONSTANT

Distinct	1
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Memory size	932.0 B

20210210133559	100

Length

Max length	14
Median length	14
Mean length	14
Min length	14

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	20210210133559
2nd row	20210210133559
3rd row	20210210133559
4th row	20210210133559
5th row	20210210133559

Common Values

Value	Count	Frequency (%)
20210210133559	100	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
20210210133559	100	100.0%

data_orgn
Categorical

CONSTANT

Distinct	1
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Memory size	932.0 B

문화데이터총람2020	100

Length

Max length	11
Median length	11
Mean length	11
Min length	11

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	문화데이터총람2020
2nd row	문화데이터총람2020
3rd row	문화데이터총람2020
4th row	문화데이터총람2020
5th row	문화데이터총람2020

Common Values

Value	Count	Frequency (%)
문화데이터총람2020	100	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
문화데이터총람2020	100	100.0%

file_name
Categorical

CONSTANT

Distinct	1
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Memory size	932.0 B

KC_478_DMSTC_MCST_ARTGR_2021	100

Length

Max length	28
Median length	28
Mean length	28
Min length	28

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	KC_478_DMSTC_MCST_ARTGR_2021
2nd row	KC_478_DMSTC_MCST_ARTGR_2021
3rd row	KC_478_DMSTC_MCST_ARTGR_2021
4th row	KC_478_DMSTC_MCST_ARTGR_2021
5th row	KC_478_DMSTC_MCST_ARTGR_2021

Common Values

Value	Count	Frequency (%)
KC_478_DMSTC_MCST_ARTGR_2021	100	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
kc_478_dmstc_mcst_artgr_2021	100	100.0%

base_ymd
Categorical

CONSTANT

Distinct	1
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Memory size	932.0 B

20200101	100

Length

Max length	8
Median length	8
Mean length	8
Min length	8

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	20200101
2nd row	20200101
3rd row	20200101
4th row	20200101
5th row	20200101

Common Values

Value	Count	Frequency (%)
20200101	100	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
20200101	100	100.0%

First rows
Last rows

	id	lclas	mlsfc	fclt_name	ctprvn_nm	sgnr_nm	legaldong_cd	legalemd_nm	adstrd_cd	adstrd_nm	rdnmaddr_cd	rdnm_addr	zip_cd	grid_cd	x_cd	y_cd	sdiv	regist_yn	cttpc	opnngdt	regist_stts	regist_dt	regist_no	osvc_addr	osvc_av_gud_prvd_yn	osvc_av_gud_fee	osvc_mssys_prvd_yn	plot_aea	buld_totar	ehbll_aea	shlf_aea	edu_plce_aea	ofce_aea	data_lbr_booth_aea	data_lbr_cnt	plan_spc_ehbll_cnt	prgrm_tot	fyer_opn_dt_tot	fyer_usemem_tot	dyrg_usemem_cnt	gnrl_fee	pre_schl_gnrl_fee	ele_schl_gnrl_fee	mid_hi_gnrl_fee	age_19_25_gnrl_fee	grp_gnrl_fee_dcrate	etc_gnrl_fee_dcrate	gnrl_fee_dc_policy	gnrl_fee_free_trgt	spc_fee	pre_schl_spc_fee	pre_ele_schl_spc_fee	mid_hi_spc_fee	age_19_25_spc_fee	grp_spc_fee_dcrate	etc_spc_fee_dcrate	spc_fee_dc_policy	spc_fee_free_trgt	hr_pbl_curatr_tot	hr_pbl_pbsvnt_subtot	hr_pbl_pbsvnt_curatr_crqfc_pos_cnt	hr_pbl_irgllbr_subtot	hr_pbl_irgllbr_curatr_crqfc_pos_cnt	hr_pbl_poigs	hr_pbl_irgllbr	hr_pbl_intern	hr_pbl_volun	hr_prv_curatr_tot	hr_prv_curatr_crqfc_pos_cnt	hr_prv_curatr_crqfc_non_pos_cnt	hr_prv_non_curatr_exp_cnt	hr_prv_rgllbr	hr_prv_intern	hr_prv_volun	rm	lst_updt_dt	data_orgn	file_name	base_ymd
0	KCDMART21N000000001	문화시설	미술관	국립현대미술관(과천)	경기도	과천시	4129010400	막계동	4129056000	문원동	113203000004	경기 과천시 광명로 313	13829	다사575369	37.431003	127.01993	국립	등록	02-2188-6114	1986.08.25.	Y	2017.12.14.	국립13-2017-07호	www.mmca.go.kr, ,www.facebook.com/MMCAKorea, www.instagram.com/MMCAKorea, ,www.twitter.com/MMCAKOREA, www.youtube.com/MMCAKorea, tv.naver.com/mmca	Y	1000	Y	66916	37796.8	13941	3899.0	1286	3533.0	1172.0	40510	연 9회	61(3관 전체)	312	647805	2076.298077	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	기획전시별 별도 책정,(2,000원~3,000원 수준)	<NA>	<NA>	<NA>	<NA>	20	20~50	현대카드 플래티넘 회원 50% (동반 1인 포함, 월5회, 해당 카드결제 시),아시아나클럽 일반회원 20% (카드제시자에 한함),SPC 해피포인트 회원 50% 할인(앱 쿠폰 인증 회원)	1.일반,만24세 이하 또는 만65세 이상,대학생,국가유공자·독립유공자(유공자증 소지시 본인 및 동반가족),국가유공자·독립유공자 유족증 소지자,미술관에 미술작품 등의 자료 기증자(기증자 카드 소지시 본인 및 동반가족) ,국립현대미술관 유료회원,박물관·미술관 학예사 자격 취득자,예술인패스 소지자,ICOM(국제박물관협의회)카드 소지자,학생인솔교사 및 관광안내사(사전예약 단체에 한함),장애인 및 동행보호자,기초수급 대상자 및 차상위 계층(증명서 제시자에 한함),,2.제휴사,현대카드 프리미엄 회원 (동반 1인 포함, 월5회, 해당 카드 결제시),아시아나클럽 우수회원 카드(카드제시자에 한함,,3.매월 마지막 수요일 문화가 있는 날	39(4관 전체)	27(4관 전체)	10(4관 전체)	297(4관 전체)	80(4관 전체)	81(4관 전체)	297(4관 전체)	<NA>	70	<NA>	10(4관 전체)	29(4관 전체)	<NA>	<NA>	<NA>	<NA>	<NA>	20210210133559	문화데이터총람2020	KC_478_DMSTC_MCST_ARTGR_2021	20200101
1	KCDMART21N000000268	문화시설	미술관	제주조각공원	제주특별자치도	서귀포시	5013031026	안덕면 덕수리	5013031000	안덕면	501303349236	제주특별자치도 서귀포시 안덕면 일주서로 1836	63527	나나903746	33.257451	126.322517	사립	등록	010-8875-8174	1987.10.01.	Y	2007.08.30.	제주-사립13-2007-10호	www.jejuartpark.com	N	<NA>	N	412286	1688.12	354	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	300	36000	100.0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	전체	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	1	<NA>	<NA>	<NA>	20210210133559	문화데이터총람2020	KC_478_DMSTC_MCST_ARTGR_2021	20200101
2	KCDMART21N000000003	문화시설	미술관	국립현대미술관(덕수궁)	서울특별시	중구	1114016700	정동	1114052000	소공동	113203000004	서울 중구 세종대로 99	4519	다사536519	37.565937	126.975035	국립	등록	02-2022-0600	1998.12.01.	Y	2017.12.14.	국립13-2017-09호	www.mmca.go.kr, www.facebook.com/MMCAKorea, ,www.instagram.com/MMCAKorea, www.twitter.com/MMCAKOREA,, www.youtube.com/MMCAKorea, tv.naver.com/mmca	Y	1000	Y	1181	3428	1212	275.0	78	64.0	<NA>	<NA>	연 3회	61(3관 전체)	275	452024	1644.0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	기획전시별 별도 책정,(2,000원~3,000원 수준),* 덕수궁 입장료 제외	<NA>	<NA>	<NA>	<NA>	20	20~50	현대카드 플래티넘 회원 50% (동반 1인 포함, 월5회, 해당 카드결제 시),아시아나클럽 일반회원 20% (카드제시자에 한함),SPC 해피포인트 회원 50% 할인(앱 쿠폰 인증 회원)	1.일반,만24세 이하 또는 만65세 이상,대학생,국가유공자·독립유공자(유공자증 소지시 본인 및 동반가족),국가유공자·독립유공자 유족증 소지자,미술관에 미술작품 등의 자료 기증자(기증자 카드 소지시 본인 및 동반가족) ,국립현대미술관 유료회원,박물관·미술관 학예사 자격 취득자,예술인패스 소지자,ICOM(국제박물관협의회)카드 소지자,학생인솔교사 및 관광안내사(사전예약 단체에 한함),장애인 및 동행보호자,기초수급 대상자 및 차상위 계층(증명서 제시자에 한함),,2.제휴사,현대카드 프리미엄 회원 (동반 1인 포함, 월5회, 해당 카드 결제시),아시아나클럽 우수회원 카드(카드제시자에 한함,,3.매월 마지막 수요일 문화가 있는 날	39(4관 전체)	27(4관 전체)	10(4관 전체)	297(4관 전체)	80(4관 전체)	81(4관 전체)	297(4관 전체)	<NA>	40	<NA>	10(4관 전체)	29(4관 전체)	<NA>	<NA>	<NA>	<NA>	<NA>	20210210133559	문화데이터총람2020	KC_478_DMSTC_MCST_ARTGR_2021	20200101
3	KCDMART21N000000004	문화시설	미술관	국립현대미술관 미술품수장센터(청주)	충청북도	청주시	4311410200	내덕동	4311453000	내덕2동	431143236027	충북 청주시 청원구 상당로 314	28501	다바993509	36.656196	127.492382	국립	미등록	043-261-1400	2018.12.27	N	미등록	미등록	www.mmca.go.kr, www.facebook.com/MMCAKorea, ,www.instagram.com/MMCAKorea, www.twitter.com/MMCAKOREA,, www.youtube.com/MMCAKorea, tv.naver.com/mmca	N	<NA>	N	12077	19865	1054	7361.0	295	639.0	72.0	744	연1회	36	310	222881	719.0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	전체	39(4관 전체)	27(4관 전체)	10(4관 전체)	297(4관 전체)	80(4관 전체)	81(4관 전체)	297(4관 전체)	<NA>	1367	<NA>	10(4관 전체)	29(4관 전체)	<NA>	<NA>	<NA>	<NA>	<NA>	20210210133559	문화데이터총람2020	KC_478_DMSTC_MCST_ARTGR_2021	20200101
4	KCDMART21N000000005	문화시설	미술관	겸재정선미술관	서울특별시	강서구	1150010400	가양동	1150060300	가양1동	115004145407	서울 강서구 양천로47길 36	7522	다사415527	37.572223	126.838412	공립	등록	02-2659-2206	2009.04.23.	Y	2014.02.14.	서울-공립13-2014-03호	www.gjjs.or.kr	N	<NA>	N	3561	3305	606	109.0	343	74.0	20.0	2691	연10회	32	296	85448	289.0	1000	<NA>	500	500	1000	30~40	35	허준박물관-겸재정선미술관 통합관람권(35%), 제로페이 성인 입장객(2019. 8. 1 ~ 12. 31까지 30%할인), 문화가 있는 날 야간 무료입장 등	미취학 6세이하, 65세이상 어르신,,장애인, 국가유공자, 독립유공자, 장애인, 다둥이행복카드 소지자, 투표확인증 제출자 등	1000	<NA>	500	500	1000	30~40	30	허준박물관-겸재정선미술관 통합관람권(35%), 제로페이 성인 입장객(2019. 8. 1 ~ 12. 31까지 30%할인), 문화가 있는 날 야간 무료입장 등	미취학 6세이하, 65세이상 어르신,,장애인, 국가유공자, 독립유공자, 장애인, 다둥이행복카드 소지자, 투표확인증 제출자 등	<NA>	<NA>	<NA>	8	1	<NA>	8	<NA>	57	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	20210210133559	문화데이터총람2020	KC_478_DMSTC_MCST_ARTGR_2021	20200101
5	KCDMART21N000000006	문화시설	미술관	남서울미술관	서울특별시	관악구	1162010300	남현동	1162063000	남현동	116202000003	서울 관악구 남부순환로 2076	8806	다사539419	37.476053	126.979466	공립	등록	02-598-6245	2004.09.02.	Y	2005.03.11.	서울-공립13-2005-01호	http://sema.seoul.go.kr/	Y	무료	Y	3449	1570	546	<NA>	157	170.0	<NA>	<NA>	<NA>	<NA>	<NA>	112113	500.0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	전체	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	3	<NA>	2	3	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	20210210133559	문화데이터총람2020	KC_478_DMSTC_MCST_ARTGR_2021	20200101
6	KCDMART21N000000007	문화시설	미술관	서울시립미술관	서울특별시	중구	1114016600	서소문동	1114052000	소공동	116202000003	서울 중구 덕수궁길 61	4515	다사535517	37.564106	126.973699	공립	등록	02-2124-8800	1988.08.19.	Y	1999.03.15.	서울-공립13-1999-01호	http://sema.seoul.go.kr/	Y	무료	Y	25402	13433	3256	870.0	579	20213.0	205.0	38686	<NA>	30	<NA>	1147826	4723.0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	전체	15000	<NA>	10000	13000	<NA>	<NA>	<NA>	특별할인: 다둥이행복카드, 문화가 있는 날 (50%/6시 이후 발권),제휴할인: 카카오/제로페이 결제시 20%,단체: 20인 이상 인솔자 1명 무료,특별권: 만 65세 이상, 장애인 4~6급, 미취학 아동, 국가/독립유공자유족증 소유자, 의사상자유족, 서울명예시민증 소유자	<NA>	13	12	2	64	39	52	64	<NA>	74	<NA>	2	11	<NA>	<NA>	<NA>	<NA>	<NA>	20210210133559	문화데이터총람2020	KC_478_DMSTC_MCST_ARTGR_2021	20200101
7	KCDMART21N000000269	문화시설	미술관	빛의 벙커 (제주 성산 AMIEX 전시관)	제주특별자치도	서귀포시	5013025924	성산읍 고성리	5013025900	성산읍	501304850416	제주특별자치도 서귀포시 성산읍 서성일로1168번길 89-17	63641	다나442943	33.439645	126.89982	사립	미등록	1522-2653	2018.11.16	N	미등록	미등록	www.bunkerdelumieres.com	N	<NA>	Y	2979.15	2979.15	1380	<NA>	<NA>	104.0	<NA>	<NA>	연 1회	<NA>	326	623888	1900.0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	15000	8000	9000	11000	15000	0.15	0.2	도민 할인, 제휴처 할인 등	36개월 미만 유아	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	20210210133559	문화데이터총람2020	KC_478_DMSTC_MCST_ARTGR_2021	20200101
8	KCDMART21N000000009	문화시설	미술관	종로구립 박노수미술관	서울특별시	종로구	1111011100	옥인동	1111051500	청운효자동	111104100205	서울 종로구 옥인1길 34	3034	다사529536	37.581319	126.966819	공립	등록	02-2148-4171	2013.09.11.	Y	2013.08.13.	서울-공립13-2013-07호	https://www.jfac.or.kr/site/main/content/parkns01	N	<NA>	N	957	351	191	97.0	<NA>	12.0	<NA>	<NA>	연1회	2	299	24834	83.0	3000	<NA>	1200	1800	1800	40 (어른 40, 청소년 33, 어린이 50)	50	종로구민(50% 할인), 한복착용(50% 할인), 문화가 있는 날(50% 할인)	국빈·외교사절단 및 수행자, 6세 이하 어린이, 만 65세 이상, 장애인 및 보호자, 국가유공자와 그 유족 또는 가족, 기초수급자, 다둥이행복카드 소지자 및 가족, 종로구 명예구민, 연구 및 공무수행	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	1	<NA>	<NA>	3	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	20210210133559	문화데이터총람2020	KC_478_DMSTC_MCST_ARTGR_2021	20200101
9	KCDMART21N000000010	문화시설	미술관	종로구립 고희동미술관	서울특별시	종로구	1111014900	원서동	1111060000	가회동	111104100426	서울 종로구 창덕궁5길 40	3051	다사548538	37.583133	126.988964	공립	등록	02-741-8149	2017.11.29	Y	2017.11.29	서울-공립21-2017-04호	www.jfac.or.kr	N	<NA>	N	540.2	162	83	3.0	<NA>	3.0	<NA>	<NA>	연1회	2	310	20099	65.0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	전체	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	5	2	<NA>	5	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	20210210133559	문화데이터총람2020	KC_478_DMSTC_MCST_ARTGR_2021	20200101

	id	lclas	mlsfc	fclt_name	ctprvn_nm	sgnr_nm	legaldong_cd	legalemd_nm	adstrd_cd	adstrd_nm	rdnmaddr_cd	rdnm_addr	zip_cd	grid_cd	x_cd	y_cd	sdiv	regist_yn	cttpc	opnngdt	regist_stts	regist_dt	regist_no	osvc_addr	osvc_av_gud_prvd_yn	osvc_av_gud_fee	osvc_mssys_prvd_yn	plot_aea	buld_totar	ehbll_aea	shlf_aea	edu_plce_aea	ofce_aea	data_lbr_booth_aea	data_lbr_cnt	plan_spc_ehbll_cnt	prgrm_tot	fyer_opn_dt_tot	fyer_usemem_tot	dyrg_usemem_cnt	gnrl_fee	pre_schl_gnrl_fee	ele_schl_gnrl_fee	mid_hi_gnrl_fee	age_19_25_gnrl_fee	grp_gnrl_fee_dcrate	etc_gnrl_fee_dcrate	gnrl_fee_dc_policy	gnrl_fee_free_trgt	spc_fee	pre_schl_spc_fee	pre_ele_schl_spc_fee	mid_hi_spc_fee	age_19_25_spc_fee	grp_spc_fee_dcrate	etc_spc_fee_dcrate	spc_fee_dc_policy	spc_fee_free_trgt	hr_pbl_curatr_tot	hr_pbl_pbsvnt_subtot	hr_pbl_pbsvnt_curatr_crqfc_pos_cnt	hr_pbl_irgllbr_subtot	hr_pbl_irgllbr_curatr_crqfc_pos_cnt	hr_pbl_poigs	hr_pbl_irgllbr	hr_pbl_intern	hr_pbl_volun	hr_prv_curatr_tot	hr_prv_curatr_crqfc_pos_cnt	hr_prv_curatr_crqfc_non_pos_cnt	hr_prv_non_curatr_exp_cnt	hr_prv_rgllbr	hr_prv_intern	hr_prv_volun	rm	lst_updt_dt	data_orgn	file_name	base_ymd
90	KCDMART21N000000091	문화시설	미술관	성남큐브미술관	경기도	성남시	4113510700	야탑동	4113564000	야탑3동	411352000005	경기 성남시 분당구 성남대로 808	13514	다사673338	37.402957	127.13056	공립	등록	031-783-8000	2010.08.06	Y	2012.9.5	경기-공립21-2012-09호	http://www.snab.or.kr	N	<NA>	N	1131	5023	1131	132.0	<NA>	85.0	<NA>	<NA>	연9회	<NA>	230	30660	133.0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	전체	3000	전체	전체	전체	3000	<NA>	<NA>	20인 이상 단체할인 1,000원,성남문화재단 유료회원 할인 1,000원	36개월 미만, 65세 이상, 장애 2급 이상	<NA>	3	<NA>	1	<NA>	7	1	2	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	20210210133559	문화데이터총람2020	KC_478_DMSTC_MCST_ARTGR_2021	20200101
91	KCDMART21N000000092	문화시설	미술관	수원시립아이파크미술관	경기도	수원시	4111513000	신풍동	4111574000	행궁동	411153012006	경기 수원시 팔달구 정조로 833	16252	다사570205	37.282705	127.015825	공립	등록	031-228-3800	2015.10.08	Y	2017.11.21	경기-공립13-2017-05호	suma.suwon.go.kr	Y	무료	Y	6404	9661	2059	790.0	219	199.0	110.0	3712	연6회	25	310	102843	331.0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	4000	1000	2000	2000	4000	50	25~50	수원시민(25%), 다자녀, 자원봉사카드소지자, 수원시카톡친구(50%)	만65세이상 어르신, 장애인(1~급), 기초수급자, 국가보훈대상자 등	<NA>	15	<NA>	4	<NA>	22	4	<NA>	4667	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	20210210133559	문화데이터총람2020	KC_478_DMSTC_MCST_ARTGR_2021	20200101
92	KCDMART21N000000093	문화시설	미술관	양주시립장욱진미술관	경기도	양주시	4163034024	장흥면 석현리	4163034000	장흥면	416303212007	경기 양주시 장흥면 권율로 193	11519	다사514704	37.732816	126.94925	공립	등록	031-8082-4245	2014.04.28	Y	2014.07.08.	경기-공립13-2014-03호	http://changucchin.yangju.go.kr/	Y	O	Y	11278.99	1851.58	482	107.0	158	60.0	45.0	300	연6회	23	300	85720	285.0	5000	<NA>	1000	1000	5000	20	<NA>	문화가있는날 무료	영유아, 노인	5000	<NA>	1000	1000	5000	20	<NA>	문화가있는날 무료	영유아, 노인	1	3	<NA>	5	2	1	5	<NA>	<NA>	<NA>	<NA>	1	<NA>	<NA>	<NA>	<NA>	<NA>	20210210133559	문화데이터총람2020	KC_478_DMSTC_MCST_ARTGR_2021	20200101
93	KCDMART21N000000094	문화시설	미술관	양평군립미술관	경기도	양평군	4183025021	양평읍 양근리	4183025000	양평읍	418304451442	경기 양평군 양평읍 문화복지길 2	12546	다사985442	37.497099	127.483999	공립	등록	031-775-8515	2011.12.16.	Y	2012.12.17.	경기-공립21-2012-11호	www.ymuseum.org	N	<NA>	N	8069	4185	1685	113.0	275	70.0	62.0	856	13회	24	243	224111	619.0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	1000	500	500	700	1000	<NA>	<NA>	문화가 있는 날 무료입장(100%),그린카드 소지자 1인 무료 입장,예술인패스 30%	군인, 경로, 장애인, 유공자, 양평군민,36개월미만유아	<NA>	<NA>	<NA>	6	2	<NA>	6	<NA>	1010	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	20210210133559	문화데이터총람2020	KC_478_DMSTC_MCST_ARTGR_2021	20200101
94	KCDMART21N000000095	문화시설	미술관	여주세계생활도자관	경기도	여주시	4167012000	천송동	4167053000	오학동	416704442277	경기 여주시 신륵사길 7	12636	라사136223	37.300145	127.654546	공립	등록	031-884-8644	2001.07.01	Y	2007.12.20	경기-사립12-2007-13호	<NA>	<NA>	<NA>	<NA>	7149	2857	990	99.0	82.5	66.0	<NA>	72	<NA>	10	232	49479	213.0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	전체	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2	<NA>	1	<NA>	.	<NA>	<NA>	<NA>	<NA>	<NA>	1	1	<NA>	<NA>	<NA>	<NA>	<NA>	20210210133559	문화데이터총람2020	KC_478_DMSTC_MCST_ARTGR_2021	20200101
95	KCDMART21N000000096	문화시설	미술관	오산시립미술관	경기도	오산시	4137010900	은계동	4137051000	중앙동	413703198046	경기 오산시 현충로 100	18131	다사624069	37.160222	127.077081	공립	등록	031-379-9940	2012.07.01.	Y	2017.12.01	경기-공립21-2017-06호	www.osan.go.kr/arts	N	<NA>	N	4160	3164	606	137.12	80	180.0	30.0	<NA>	연5회	5	310	27000	87.0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	전체	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	전체	2	<NA>	1	<NA>	<NA>	2	<NA>	<NA>	<NA>	<NA>	1	1	<NA>	<NA>	<NA>	<NA>	<NA>	20210210133559	문화데이터총람2020	KC_478_DMSTC_MCST_ARTGR_2021	20200101
96	KCDMART21N000000097	문화시설	미술관	이천시립월전미술관	경기도	이천시	4150010200	관고동	4150053000	관고동	415004421057	경기 이천시 경충대로2709번길 185	17379	다사932201	37.280167	127.424047	공립	등록	031-637-0032/3	2007.08.14.	Y	2008.03.31	경기-공립13-2008-05호	http://www.iwoljeon.org/	Y	무료	N	9505	2008	637	106.74	78	219.0	<NA>	<NA>	연8회	7	303	26070	86.039604	2000	<NA>	600	1000	1000	<NA>	30~50	그린카드 예술인패스(30%),이천시민 교류도시 군부대장병및가족 명예시민(50%)	만65세이상, 만6세이하, 국가유공자및유족, 독립유공자및유족, 518민주유공자및유족, 장애인	2000	<NA>	600	1000	1000	<NA>	30%,50%	그린카드 예술인패스(30%),이천시민 교류도시 군부대장병및가족 명예시민(50%)	만65세이상, 만6세이하, 국가유공자및유족, 독립유공자및유족, 518민주유공자및유족, 장애인	<NA>	<NA>	<NA>	6	3	<NA>	6	<NA>	17	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	20210210133559	문화데이터총람2020	KC_478_DMSTC_MCST_ARTGR_2021	20200101
97	KCDMART21N000000098	문화시설	미술관	C아트뮤지엄	경기도	양평군	4183038028	양동면 단석리	4183038000	양동면	418304451226	경기 양평군 양동면 다락근이길 57-13	12538	라사210328	37.394888	127.737335	사립	등록	031-775-6945	2006.02.07	Y	2006.12.29	경기-사립13-2006-08호	http://www.cartmuseum.com/	N	<NA>	N	225.419	3219.58	1803	147.0	332	185.0	196.0	2000	1-2회	<NA>	365	1600	405.0	7000	5000	5000	7000	7000	30	30	교회단체 30%할인	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	1	<NA>	<NA>	3	4	<NA>	<NA>	<NA>	20210210133559	문화데이터총람2020	KC_478_DMSTC_MCST_ARTGR_2021	20200101
98	KCDMART21N000000099	문화시설	미술관	CICA미술관	경기도	김포시	4157025626	양촌읍 학운리	4157025600	양촌읍	415703209064	경기 김포시 양촌읍 삼도로 196-30	10049	다사203569	37.608197	126.597774	사립	등록	031-988-6363	2015.07.31.	Y	2015.07.07	경기-사립13-2015-05호	www.cicamuseum.com	N	<NA>	N	4958	700	400	66.0	66	20.0	<NA>	300	연17회	4	260	1300	5.0	7000	<NA>	5000	6000	7000	<NA>	<NA>	해당없음	해당없음	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	1	<NA>	<NA>	2	1	<NA>	<NA>	<NA>	20210210133559	문화데이터총람2020	KC_478_DMSTC_MCST_ARTGR_2021	20200101
99	KCDMART21N000000100	문화시설	미술관	가일미술관	경기도	가평군	4182032527	청평면 삼회리	4182032500	청평면	418203216053	경기 가평군 청평면 북한강로 1549	12458	다사893623	37.660416	127.379434	사립	등록	031-584-4722	2003.05.02.	Y	2005.02.17	경기-사립13-2005-03호	<NA>	N	<NA>	N	1348	889	540	150.0	180	150.0	<NA>	<NA>	<NA>	<NA>	250	875	4.0	3000	<NA>	2000	3000	3000	20	50	단체 가이드 진행 인당 2,000원	해당없음	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	20210210133559	문화데이터총람2020	KC_478_DMSTC_MCST_ARTGR_2021	20200101

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Uppercase Letter

Most occurring scripts

Most frequent character per script

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Uppercase Letter

Lowercase Letter

Space Separator

Decimal Number

Close Punctuation

Open Punctuation

Most occurring scripts

Most frequent character per script

Hangul

Latin

Common

Most occurring blocks

Most frequent character per block

Hangul

ASCII

None

Common Values

Length

Common Values (Plot)

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Decimal Number

Space Separator

Most occurring scripts

Most frequent character per script

Hangul

Common

Most occurring blocks

Most frequent character per block

Hangul

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script

Hangul

Common

Most occurring blocks

Most frequent character per block

Hangul

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Decimal Number

Uppercase Letter

Space Separator