gimi9 Pandas Profiling

Dataset statistics

Number of variables	62
Number of observations	330
Missing cells	2498
Missing cells (%)	12.2%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	175.4 KiB
Average record size in memory	544.4 B

Variable types

Categorical	16
Numeric	35
Text	5
DateTime	4
Unsupported	2

Dataset

Description	시군구명,어린이집코드,어린이집명,어린이집유형,운영현황,우편번호,상세주소,전화번호,팩스번호,홈페이지주소,보육실수,보육실 면적,놀이터수,CCTV총설치수,보육교직원수,정원,현원,시설 위도(좌표값),시설 경도(좌표값),통학차량운영여부,인가일자,휴지시작일자,휴지종료일자,폐지일자,데이터기준일자,제공서비스,반수-만0세,반수-만1세,반수-만2세,반수-만3세,반수-만4세,반수-만5세,반수-영아혼합(만0~2세),반수-유아혼합(만3~5세),반수-특수장애,반수-총계,아동수-만0세,아동수-만1세,아동수-만2세,아동수-만3세,아동수-만4세,아동수-만5세,아동수-영아혼합(만0~2세),아동수-유아혼합(만3~5세),아동수-특수장애,아동수-총계,근속년수-1년미만,근속년수-1년이상~2년미만,근속년수-2년이상~4년미만,근속년수-4년이상~6년미만,근속년수-6년이상,교직원현황-원장,교직원현황-보육교사,교직원현황-특수교사,교직원현황-치료교사,교직원현황-영양사,교직원현황-간호사,교직원현황-간호조무사,교직원현황-조리원,교직원현황-사무직원,교직원현황-총계,데이터수집일
Author	서초구
URL	https://data.seoul.go.kr/dataList/OA-20322/S/1/datasetView.do

Alerts

`시군구명` has constant value ""	Constant
`데이터기준일자` has constant value ""	Constant
`데이터수집일` has constant value ""	Constant
`제공서비스` is highly imbalanced (59.0%)	Imbalance
`반수-만4세` is highly imbalanced (72.3%)	Imbalance
`반수-만5세` is highly imbalanced (70.0%)	Imbalance
`교직원현황-특수교사` is highly imbalanced (52.7%)	Imbalance
`팩스번호` has 72 (21.8%) missing values	Missing
`홈페이지주소` has 266 (80.6%) missing values	Missing
`시설 위도(좌표값)` has 24 (7.3%) missing values	Missing
`시설 경도(좌표값)` has 24 (7.3%) missing values	Missing
`휴지시작일자` has 330 (100.0%) missing values	Missing
`휴지종료일자` has 330 (100.0%) missing values	Missing
`폐지일자` has 172 (52.1%) missing values	Missing
`근속년수-1년미만` has 160 (48.5%) missing values	Missing
`근속년수-1년이상~2년미만` has 160 (48.5%) missing values	Missing
`근속년수-2년이상~4년미만` has 160 (48.5%) missing values	Missing
`근속년수-4년이상~6년미만` has 160 (48.5%) missing values	Missing
`근속년수-6년이상` has 160 (48.5%) missing values	Missing
`교직원현황-보육교사` has 160 (48.5%) missing values	Missing
`교직원현황-조리원` has 160 (48.5%) missing values	Missing
`교직원현황-총계` has 160 (48.5%) missing values	Missing
`어린이집코드` has unique values	Unique
`휴지시작일자` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`휴지종료일자` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`보육실수` has 10 (3.0%) zeros	Zeros
`보육실 면적` has 5 (1.5%) zeros	Zeros
`CCTV총설치수` has 59 (17.9%) zeros	Zeros
`보육교직원수` has 160 (48.5%) zeros	Zeros
`현원` has 160 (48.5%) zeros	Zeros
`반수-만0세` has 141 (42.7%) zeros	Zeros
`반수-만1세` has 65 (19.7%) zeros	Zeros
`반수-만2세` has 52 (15.8%) zeros	Zeros
`반수-만3세` has 218 (66.1%) zeros	Zeros
`반수-영아혼합(만0~2세)` has 162 (49.1%) zeros	Zeros
`반수-특수장애` has 316 (95.8%) zeros	Zeros
`반수-총계` has 16 (4.8%) zeros	Zeros
`아동수-만0세` has 223 (67.6%) zeros	Zeros
`아동수-만1세` has 178 (53.9%) zeros	Zeros
`아동수-만2세` has 181 (54.8%) zeros	Zeros
`아동수-만3세` has 260 (78.8%) zeros	Zeros
`아동수-만4세` has 304 (92.1%) zeros	Zeros
`아동수-만5세` has 298 (90.3%) zeros	Zeros
`아동수-영아혼합(만0~2세)` has 288 (87.3%) zeros	Zeros
`아동수-유아혼합(만3~5세)` has 275 (83.3%) zeros	Zeros
`아동수-특수장애` has 316 (95.8%) zeros	Zeros
`아동수-총계` has 161 (48.8%) zeros	Zeros
`근속년수-1년이상~2년미만` has 61 (18.5%) zeros	Zeros
`근속년수-2년이상~4년미만` has 45 (13.6%) zeros	Zeros
`근속년수-4년이상~6년미만` has 90 (27.3%) zeros	Zeros
`근속년수-6년이상` has 110 (33.3%) zeros	Zeros
`교직원현황-조리원` has 40 (12.1%) zeros	Zeros

Reproduction

Analysis started	2024-05-04 03:13:25.217837
Analysis finished	2024-05-04 03:13:27.638010
Duration	2.42 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

시군구명
Categorical

CONSTANT

Distinct	1
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	2.7 KiB

서초구	330

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
서초구	330	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
서초구	330	100.0%

어린이집코드
Real number (ℝ)

UNIQUE

Distinct	330
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.165 × 10¹⁰

Minimum	1.165 × 10¹⁰
Maximum	1.165 × 10¹⁰
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.0 KiB

Quantile statistics

Minimum	1.165 × 10¹⁰
5-th percentile	1.165 × 10¹⁰
Q1	1.165 × 10¹⁰
median	1.165 × 10¹⁰
Q3	1.165 × 10¹⁰
95-th percentile	1.165 × 10¹⁰
Maximum	1.165 × 10¹⁰
Range	461
Interquartile range (IQR)	279.5

Descriptive statistics

Standard deviation	148.06678
Coefficient of variation (CV)	1.2709594 × 10^-8
Kurtosis	-1.5387259
Mean	1.165 × 10¹⁰
Median Absolute Deviation (MAD)	135
Skewness	-0.098978792
Sum	3.8445001 × 10¹²
Variance	21923.771
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
11650000460	1	0.3%
11650000129	1	0.3%
11650000114	1	0.3%
11650000128	1	0.3%
11650000127	1	0.3%
11650000147	1	0.3%
11650000094	1	0.3%
11650000091	1	0.3%
11650000060	1	0.3%
11650000111	1	0.3%
Other values (320)	320	97.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
11650000002	1	0.3%
11650000005	1	0.3%
11650000008	1	0.3%
11650000009	1	0.3%
11650000010	1	0.3%
11650000011	1	0.3%
11650000012	1	0.3%
11650000013	1	0.3%
11650000014	1	0.3%
11650000015	1	0.3%

Value	Count	Frequency (%)
11650000463	1	0.3%
11650000462	1	0.3%
11650000461	1	0.3%
11650000460	1	0.3%
11650000459	1	0.3%
11650000458	1	0.3%
11650000457	1	0.3%
11650000456	1	0.3%
11650000455	1	0.3%
11650000454	1	0.3%

어린이집명
Text

Distinct	322
Distinct (%)	97.6%
Missing	0
Missing (%)	0.0%
Memory size	2.7 KiB

Length

Max length	19
Median length	17
Mean length	9.2636364
Min length	5

Characters and Unicode

Total characters	3057
Distinct characters	301
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	314 ?
Unique (%)	95.2%

Sample

1st row	서초구립 서초교대e편한세상어린이집
2nd row	무지개어린이집
3rd row	스마트 서리풀노리학교
4th row	서초구립 반포센트레빌어린이집
5th row	서초지빈어린이집

Value	Count	Frequency (%)
서초구립	62	14.8%
어린이집	17	4.1%
현대양재어린이집	2	0.5%
허니비어린이집	2	0.5%
꿈나무어린이집	2	0.5%
아람어린이집	2	0.5%
아르떼어린이집	2	0.5%
나래어린이집	2	0.5%
서리풀노리학교	2	0.5%
하늘어린이집	2	0.5%
Other values (315)	323	77.3%

Most occurring characters

Value	Count	Frequency (%)
이	374	12.2%
린	328	10.7%
어	325	10.6%
집	325	10.6%
서	123	4.0%
초	118	3.9%
	88	2.9%
구	75	2.5%
립	73	2.4%
아	45	1.5%
Other values (291)	1183	38.7%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	2914	95.3%
Space Separator	88	2.9%
Decimal Number	29	0.9%
Uppercase Letter	22	0.7%
Other Punctuation	2	0.1%
Lowercase Letter	2	0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
이	374	12.8%
린	328	11.3%
어	325	11.2%
집	325	11.2%
서	123	4.2%
초	118	4.0%
구	75	2.6%
립	73	2.5%
아	45	1.5%
포	30	1.0%
Other values (269)	1098	37.7%

Uppercase Letter

Value	Count	Frequency (%)
K	3	13.6%
T	3	13.6%
C	3	13.6%
S	3	13.6%
G	2	9.1%
L	2	9.1%
D	2	9.1%
J	1	4.5%
R	1	4.5%
B	1	4.5%

Decimal Number

Value	Count	Frequency (%)
1	8	27.6%
2	6	20.7%
3	6	20.7%
4	5	17.2%
6	2	6.9%
7	1	3.4%
5	1	3.4%

Lowercase Letter

Value	Count	Frequency (%)
e	1	50.0%
a	1	50.0%

Space Separator

Value	Count	Frequency (%)
	88	100.0%

Other Punctuation

Value	Count	Frequency (%)
&	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	2914	95.3%
Common	119	3.9%
Latin	24	0.8%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
이	374	12.8%
린	328	11.3%
어	325	11.2%
집	325	11.2%
서	123	4.2%
초	118	4.0%
구	75	2.6%
립	73	2.5%
아	45	1.5%
포	30	1.0%
Other values (269)	1098	37.7%

Latin

Value	Count	Frequency (%)
K	3	12.5%
T	3	12.5%
C	3	12.5%
S	3	12.5%
G	2	8.3%
L	2	8.3%
D	2	8.3%
e	1	4.2%
J	1	4.2%
R	1	4.2%
Other values (3)	3	12.5%

Common

Value	Count	Frequency (%)
	88	73.9%
1	8	6.7%
2	6	5.0%
3	6	5.0%
4	5	4.2%
&	2	1.7%
6	2	1.7%
7	1	0.8%
5	1	0.8%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	2914	95.3%
ASCII	143	4.7%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
이	374	12.8%
린	328	11.3%
어	325	11.2%
집	325	11.2%
서	123	4.2%
초	118	4.0%
구	75	2.6%
립	73	2.5%
아	45	1.5%
포	30	1.0%
Other values (269)	1098	37.7%

ASCII

Value	Count	Frequency (%)
	88	61.5%
1	8	5.6%
2	6	4.2%
3	6	4.2%
4	5	3.5%
K	3	2.1%
T	3	2.1%
C	3	2.1%
S	3	2.1%
&	2	1.4%
Other values (12)	16	11.2%

어린이집유형
Categorical

Distinct	6
Distinct (%)	1.8%
Missing	0
Missing (%)	0.0%
Memory size	2.7 KiB

가정	126
국공립	96
민간	75
직장	30
협동	2

Length

Max length	6
Median length	2
Mean length	2.3030303
Min length	2

Unique

Unique	1 ?
Unique (%)	0.3%

Sample

1st row	국공립
2nd row	직장
3rd row	국공립
4th row	국공립
5th row	가정

Common Values

Value	Count	Frequency (%)
가정	126	38.2%
국공립	96	29.1%
민간	75	22.7%
직장	30	9.1%
협동	2	0.6%
법인?단체등	1	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
가정	126	38.2%
국공립	96	29.1%
민간	75	22.7%
직장	30	9.1%
협동	2	0.6%
법인?단체등	1	0.3%

운영현황
Categorical

Distinct	3
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Memory size	2.7 KiB

정상	169
폐지	158
재개	3

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
정상	169	51.2%
폐지	158	47.9%
재개	3	0.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
정상	169	51.2%
폐지	158	47.9%
재개	3	0.9%

우편번호
Real number (ℝ)

Distinct	160
Distinct (%)	48.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	17786.209

Minimum	6502
Maximum	137950
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.0 KiB

Quantile statistics

Minimum	6502
5-th percentile	6509
Q1	6567.75
median	6678
Q3	6766.5
95-th percentile	137814.65
Maximum	137950
Range	131448
Interquartile range (IQR)	198.75

Descriptive statistics

Standard deviation	36604.528
Coefficient of variation (CV)	2.0580287
Kurtosis	7.0021202
Mean	17786.209
Median Absolute Deviation (MAD)	90
Skewness	2.9932614
Sum	5869449
Variance	1.3398915 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
6764	18	5.5%
6521	7	2.1%
6762	7	2.1%
6767	7	2.1%
6800	7	2.1%
6509	7	2.1%
6802	6	1.8%
6798	6	1.8%
6768	6	1.8%
6642	5	1.5%
Other values (150)	254	77.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
6502	2	0.6%
6503	3	0.9%
6504	2	0.6%
6505	3	0.9%
6508	1	0.3%
6509	7	2.1%
6511	3	0.9%
6514	1	0.3%
6515	3	0.9%
6516	3	0.9%

Value	Count	Frequency (%)
137950	2	0.6%
137907	3	0.9%
137905	1	0.3%
137899	1	0.3%
137897	1	0.3%
137848	1	0.3%
137846	1	0.3%
137844	2	0.6%
137840	1	0.3%
137839	1	0.3%

상세주소
Text

Distinct	328
Distinct (%)	99.4%
Missing	0
Missing (%)	0.0%
Memory size	2.7 KiB

Length

Max length	50
Median length	38
Mean length	30.566667
Min length	16

Characters and Unicode

Total characters	10087
Distinct characters	252
Distinct categories	9 ?
Distinct scripts	4 ?
Distinct blocks	3 ?

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

Unique

Unique	326 ?
Unique (%)	98.8%

Sample

1st row	서울특별시 서초구 서초중앙로24길 33 교대e편한세상아파트 관리동
2nd row	서울특별시 서초구 신흥말길 79-3 103동 1층(내곡동, 무지개아파트)
3rd row	서울특별시 서초구 방배천로24길 8 1층
4th row	서울특별시 서초구 사평대로 310-4
5th row	서울특별시 서초구 청계산로11길 10 101호

Value	Count	Frequency (%)
서초구	330	17.5%
서울특별시	308	16.4%
1층	27	1.4%
방배동	26	1.4%
서울	22	1.2%
서초동	18	1.0%
태봉로2길	18	1.0%
양재대로2길	13	0.7%
반포동	13	0.7%
관리동	12	0.6%
Other values (602)	1095	58.2%

Most occurring characters

Value	Count	Frequency (%)
	1554	15.4%
서	787	7.8%
1	507	5.0%
초	437	4.3%
동	358	3.5%
울	337	3.3%
구	335	3.3%
별	311	3.1%
시	311	3.1%
특	308	3.1%
Other values (242)	4842	48.0%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	6074	60.2%
Decimal Number	1888	18.7%
Space Separator	1554	15.4%
Close Punctuation	185	1.8%
Open Punctuation	185	1.8%
Other Punctuation	105	1.0%
Dash Punctuation	77	0.8%
Uppercase Letter	13	0.1%
Lowercase Letter	6	0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
서	787	13.0%
초	437	7.2%
동	358	5.9%
울	337	5.5%
구	335	5.5%
별	311	5.1%
시	311	5.1%
특	308	5.1%
로	282	4.6%
길	226	3.7%
Other values (213)	2382	39.2%

Decimal Number

Value	Count	Frequency (%)
1	507	26.9%
0	270	14.3%
2	254	13.5%
3	215	11.4%
4	151	8.0%
5	148	7.8%
6	97	5.1%
8	93	4.9%
7	79	4.2%
9	74	3.9%

Uppercase Letter

Value	Count	Frequency (%)
L	4	30.8%
H	4	30.8%
B	2	15.4%
A	2	15.4%
T	1	7.7%

Lowercase Letter

Value	Count	Frequency (%)
e	2	33.3%
s	1	16.7%
d	1	16.7%
t	1	16.7%
k	1	16.7%

Other Punctuation

Value	Count	Frequency (%)
,	100	95.2%
.	4	3.8%
@	1	1.0%

Close Punctuation

Value	Count	Frequency (%)
)	184	99.5%
]	1	0.5%

Open Punctuation

Value	Count	Frequency (%)
(	184	99.5%
[	1	0.5%

Space Separator

Value	Count	Frequency (%)
	1554	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	77	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	6073	60.2%
Common	3994	39.6%
Latin	19	0.2%
Han	1	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
서	787	13.0%
초	437	7.2%
동	358	5.9%
울	337	5.5%
구	335	5.5%
별	311	5.1%
시	311	5.1%
특	308	5.1%
로	282	4.6%
길	226	3.7%
Other values (212)	2381	39.2%

Common

Value	Count	Frequency (%)
	1554	38.9%
1	507	12.7%
0	270	6.8%
2	254	6.4%
3	215	5.4%
)	184	4.6%
(	184	4.6%
4	151	3.8%
5	148	3.7%
,	100	2.5%
Other values (9)	427	10.7%

Latin

Value	Count	Frequency (%)
L	4	21.1%
H	4	21.1%
B	2	10.5%
A	2	10.5%
e	2	10.5%
T	1	5.3%
s	1	5.3%
d	1	5.3%
t	1	5.3%
k	1	5.3%

Han

Value	Count	Frequency (%)
內	1	100.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	6073	60.2%
ASCII	4013	39.8%
CJK	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	1554	38.7%
1	507	12.6%
0	270	6.7%
2	254	6.3%
3	215	5.4%
)	184	4.6%
(	184	4.6%
4	151	3.8%
5	148	3.7%
,	100	2.5%
Other values (19)	446	11.1%

Hangul

Value	Count	Frequency (%)
서	787	13.0%
초	437	7.2%
동	358	5.9%
울	337	5.5%
구	335	5.5%
별	311	5.1%
시	311	5.1%
특	308	5.1%
로	282	4.6%
길	226	3.7%
Other values (212)	2381	39.2%

CJK

Value	Count	Frequency (%)
內	1	100.0%

전화번호
Text

Distinct	321
Distinct (%)	97.3%
Missing	0
Missing (%)	0.0%
Memory size	2.7 KiB

Length

Max length	13
Median length	11
Mean length	11.333333
Min length	9

Characters and Unicode

Total characters	3740
Distinct characters	11
Distinct categories	2 ?
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	312 ?
Unique (%)	94.5%

Sample

1st row	02-591-1011
2nd row	02-2226-9377
3rd row	02-523-9340
4th row	02-536-3104
5th row	02-578-5111

Value	Count	Frequency (%)
02-536-3567	2	0.6%
02-3473-1757	2	0.6%
02-532-6707	2	0.6%
02-591-3009	2	0.6%
02-581-5345	2	0.6%
02-594-8291	2	0.6%
02-535-7957	2	0.6%
02-3461-7942	2	0.6%
02-537-3921	2	0.6%
02-523-6085	1	0.3%
Other values (311)	311	94.2%

Most occurring characters

Value	Count	Frequency (%)
-	660	17.6%
2	581	15.5%
0	547	14.6%
5	411	11.0%
7	276	7.4%
3	270	7.2%
9	207	5.5%
6	202	5.4%
4	199	5.3%
1	195	5.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	3080	82.4%
Dash Punctuation	660	17.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	581	18.9%
0	547	17.8%
5	411	13.3%
7	276	9.0%
3	270	8.8%
9	207	6.7%
6	202	6.6%
4	199	6.5%
1	195	6.3%
8	192	6.2%

Dash Punctuation

Value	Count	Frequency (%)
-	660	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	3740	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
-	660	17.6%
2	581	15.5%
0	547	14.6%
5	411	11.0%
7	276	7.4%
3	270	7.2%
9	207	5.5%
6	202	5.4%
4	199	5.3%
1	195	5.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3740	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
-	660	17.6%
2	581	15.5%
0	547	14.6%
5	411	11.0%
7	276	7.4%
3	270	7.2%
9	207	5.5%
6	202	5.4%
4	199	5.3%
1	195	5.2%

팩스번호
Text

MISSING

Distinct	247
Distinct (%)	95.7%
Missing	72
Missing (%)	21.8%
Memory size	2.7 KiB

Length

Max length	13
Median length	11
Mean length	11.372093
Min length	11

Characters and Unicode

Total characters	2934
Distinct characters	11
Distinct categories	2 ?
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	236 ?
Unique (%)	91.5%

Sample

1st row	02-592-1101
2nd row	02-536-3105
3rd row	02-523-2045
4th row	0504-375-3921
5th row	02-534-2123

Value	Count	Frequency (%)
02-536-3565	2	0.8%
02-593-6196	2	0.8%
02-581-5347	2	0.8%
02-597-8272	2	0.8%
02-525-5162	2	0.8%
02-579-6226	2	0.8%
02-592-8525	2	0.8%
02-586-9869	2	0.8%
02-585-3735	2	0.8%
02-591-3911	2	0.8%
Other values (237)	238	92.2%

Most occurring characters

Value	Count	Frequency (%)
-	516	17.6%
2	452	15.4%
0	418	14.2%
5	328	11.2%
7	241	8.2%
3	218	7.4%
1	163	5.6%
6	154	5.2%
4	152	5.2%
8	146	5.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	2418	82.4%
Dash Punctuation	516	17.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	452	18.7%
0	418	17.3%
5	328	13.6%
7	241	10.0%
3	218	9.0%
1	163	6.7%
6	154	6.4%
4	152	6.3%
8	146	6.0%
9	146	6.0%

Dash Punctuation

Value	Count	Frequency (%)
-	516	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	2934	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
-	516	17.6%
2	452	15.4%
0	418	14.2%
5	328	11.2%
7	241	8.2%
3	218	7.4%
1	163	5.6%
6	154	5.2%
4	152	5.2%
8	146	5.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2934	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
-	516	17.6%
2	452	15.4%
0	418	14.2%
5	328	11.2%
7	241	8.2%
3	218	7.4%
1	163	5.6%
6	154	5.2%
4	152	5.2%
8	146	5.0%

홈페이지주소
Text

MISSING

Distinct	64
Distinct (%)	100.0%
Missing	266
Missing (%)	80.6%
Memory size	2.7 KiB

Length

Max length	82
Median length	31.5
Mean length	25.21875
Min length	2

Characters and Unicode

Total characters	1614
Distinct characters	81
Distinct categories	9 ?
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	64 ?
Unique (%)	100.0%

Sample

1st row	https://iseoul.seoul.go.kr/homepage/community/newsLetterList.do?stCode=11650000439
2nd row	https://cafe.naver.com/pilsc/1966
3rd row	http://naver.com/sahyang6688
4th row	https://iseoul.seoul.go,kr/homepage/main.do?stCode=11650000401
5th row	http://cafe.daum.net/acrosun3

Value	Count	Frequency (%)
https://iseoul.seoul.go.kr/homepage/community/newsletterlist.do?stcode=11650000439	1	1.5%
www.puruni.com	1	1.5%
https://cafe.naver.com/hebronkids	1	1.5%
강남기쁜어린이집	1	1.5%
seochowc.or.kr	1	1.5%
wr4987@hanmail.net	1	1.5%
www.gunha.co.kr	1	1.5%
kalvite@hanmail.net	1	1.5%
myjeon1@hotmail.com	1	1.5%
https://cafe.naver.com/pilsc/1966	1	1.5%
Other values (58)	58	85.3%

Most occurring characters

Value	Count	Frequency (%)
.	119	7.4%
o	117	7.2%
e	102	6.3%
a	94	5.8%
t	91	5.6%
/	83	5.1%
n	80	5.0%
c	69	4.3%
r	64	4.0%
h	63	3.9%
Other values (71)	732	45.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1204	74.6%
Other Punctuation	243	15.1%
Decimal Number	105	6.5%
Other Letter	36	2.2%
Uppercase Letter	12	0.7%
Dash Punctuation	6	0.4%
Space Separator	4	0.2%
Math Symbol	3	0.2%
Connector Punctuation	1	0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
이	4	11.1%
어	2	5.6%
음	2	5.6%
보	2	5.6%
집	2	5.6%
린	2	5.6%
없	1	2.8%
육	1	2.8%
정	1	2.8%
쎈	1	2.8%
Other values (18)	18	50.0%

Lowercase Letter

Value	Count	Frequency (%)
o	117	9.7%
e	102	8.5%
a	94	7.8%
t	91	7.6%
n	80	6.6%
c	69	5.7%
r	64	5.3%
h	63	5.2%
s	62	5.1%
m	60	5.0%
Other values (14)	402	33.4%

Decimal Number

Value	Count	Frequency (%)
0	21	20.0%
1	13	12.4%
3	12	11.4%
5	12	11.4%
2	10	9.5%
6	10	9.5%
7	9	8.6%
4	6	5.7%
9	6	5.7%
8	6	5.7%

Uppercase Letter

Value	Count	Frequency (%)
C	3	25.0%
L	2	16.7%
A	1	8.3%
R	1	8.3%
E	1	8.3%
I	1	8.3%
S	1	8.3%
W	1	8.3%
D	1	8.3%

Other Punctuation

Value	Count	Frequency (%)
.	119	49.0%
/	83	34.2%
:	24	9.9%
@	13	5.3%
?	3	1.2%
,	1	0.4%

Dash Punctuation

Value	Count	Frequency (%)
-	6	100.0%

Space Separator

Value	Count	Frequency (%)
	4	100.0%

Math Symbol

Value	Count	Frequency (%)
=	3	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1216	75.3%
Common	362	22.4%
Hangul	36	2.2%

Most frequent character per script

Latin

Value	Count	Frequency (%)
o	117	9.6%
e	102	8.4%
a	94	7.7%
t	91	7.5%
n	80	6.6%
c	69	5.7%
r	64	5.3%
h	63	5.2%
s	62	5.1%
m	60	4.9%
Other values (23)	414	34.0%

Hangul

Value	Count	Frequency (%)
이	4	11.1%
어	2	5.6%
음	2	5.6%
보	2	5.6%
집	2	5.6%
린	2	5.6%
없	1	2.8%
육	1	2.8%
정	1	2.8%
쎈	1	2.8%
Other values (18)	18	50.0%

Common

Value	Count	Frequency (%)
.	119	32.9%
/	83	22.9%
:	24	6.6%
0	21	5.8%
@	13	3.6%
1	13	3.6%
3	12	3.3%
5	12	3.3%
2	10	2.8%
6	10	2.8%
Other values (10)	45	12.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1578	97.8%
Hangul	36	2.2%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
.	119	7.5%
o	117	7.4%
e	102	6.5%
a	94	6.0%
t	91	5.8%
/	83	5.3%
n	80	5.1%
c	69	4.4%
r	64	4.1%
h	63	4.0%
Other values (43)	696	44.1%

Hangul

Value	Count	Frequency (%)
이	4	11.1%
어	2	5.6%
음	2	5.6%
보	2	5.6%
집	2	5.6%
린	2	5.6%
없	1	2.8%
육	1	2.8%
정	1	2.8%
쎈	1	2.8%
Other values (18)	18	50.0%

보육실수
Real number (ℝ)

ZEROS

Distinct	16
Distinct (%)	4.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.3181818

Minimum	0
Maximum	16
Zeros	10
Zeros (%)	3.0%
Negative	0
Negative (%)	0.0%
Memory size	3.0 KiB

Quantile statistics

Minimum	0
5-th percentile	2
Q1	3
median	4
Q3	5
95-th percentile	8
Maximum	16
Range	16
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	2.1149281
Coefficient of variation (CV)	0.48977281
Kurtosis	6.5120711
Mean	4.3181818
Median Absolute Deviation (MAD)	1
Skewness	1.8088787
Sum	1425
Variance	4.4729207
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
3	103	31.2%
4	97	29.4%
5	45	13.6%
6	33	10.0%
7	13	3.9%
0	10	3.0%
2	6	1.8%
8	5	1.5%
9	4	1.2%
1	4	1.2%
Other values (6)	10	3.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	10	3.0%
1	4	1.2%
2	6	1.8%
3	103	31.2%
4	97	29.4%
5	45	13.6%
6	33	10.0%
7	13	3.9%
8	5	1.5%
9	4	1.2%

Value	Count	Frequency (%)
16	1	0.3%
14	2	0.6%
13	1	0.3%
12	1	0.3%
11	3	0.9%
10	2	0.6%
9	4	1.2%
8	5	1.5%
7	13	3.9%
6	33	10.0%

보육실 면적
Real number (ℝ)

ZEROS

Distinct	189
Distinct (%)	57.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	157.3697

Minimum	0
Maximum	1450
Zeros	5
Zeros (%)	1.5%
Negative	0
Negative (%)	0.0%
Memory size	3.0 KiB

Quantile statistics

Minimum	0
5-th percentile	47
Q1	64
median	106.5
Q3	186
95-th percentile	393.15
Maximum	1450
Range	1450
Interquartile range (IQR)	122

Descriptive statistics

Standard deviation	163.81442
Coefficient of variation (CV)	1.0409528
Kurtosis	22.547055
Mean	157.3697
Median Absolute Deviation (MAD)	50.5
Skewness	3.9696942
Sum	51932
Variance	26835.164
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
55	7	2.1%
60	7	2.1%
64	6	1.8%
56	6	1.8%
0	5	1.5%
70	5	1.5%
54	5	1.5%
85	5	1.5%
62	5	1.5%
58	5	1.5%
Other values (179)	274	83.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	5	1.5%
1	1	0.3%
10	1	0.3%
11	1	0.3%
26	1	0.3%
35	1	0.3%
38	1	0.3%
41	1	0.3%
45	3	0.9%
46	1	0.3%

Value	Count	Frequency (%)
1450	1	0.3%
1250	1	0.3%
1174	1	0.3%
811	1	0.3%
806	1	0.3%
654	1	0.3%
626	1	0.3%
605	1	0.3%
567	1	0.3%
532	1	0.3%

놀이터수
Categorical

Distinct	4
Distinct (%)	1.2%
Missing	0
Missing (%)	0.0%
Memory size	2.7 KiB

0	205
1	84
2	31
3	10

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	205	62.1%
1	84	25.5%
2	31	9.4%
3	10	3.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	205	62.1%
1	84	25.5%
2	31	9.4%
3	10	3.0%

CCTV총설치수
Real number (ℝ)

ZEROS

Distinct	31
Distinct (%)	9.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	8.4060606

Minimum	0
Maximum	94
Zeros	59
Zeros (%)	17.9%
Negative	0
Negative (%)	0.0%
Memory size	3.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	4
median	5
Q3	11
95-th percentile	25
Maximum	94
Range	94
Interquartile range (IQR)	7

Descriptive statistics

Standard deviation	10.177391
Coefficient of variation (CV)	1.2107207
Kurtosis	23.964877
Mean	8.4060606
Median Absolute Deviation (MAD)	3
Skewness	3.8421706
Sum	2774
Variance	103.57929
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=31)

Value	Count	Frequency (%)
4	89	27.0%
0	59	17.9%
5	22	6.7%
8	21	6.4%
6	15	4.5%
16	14	4.2%
7	12	3.6%
3	10	3.0%
9	10	3.0%
20	8	2.4%
Other values (21)	70	21.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	59	17.9%
3	10	3.0%
4	89	27.0%
5	22	6.7%
6	15	4.5%
7	12	3.6%
8	21	6.4%
9	10	3.0%
10	5	1.5%
11	7	2.1%

Value	Count	Frequency (%)
94	1	0.3%
82	1	0.3%
48	3	0.9%
32	3	0.9%
31	2	0.6%
28	1	0.3%
27	1	0.3%
26	4	1.2%
25	3	0.9%
24	1	0.3%

보육교직원수
Real number (ℝ)

ZEROS

Distinct	30
Distinct (%)	9.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.5454545

Minimum	0
Maximum	59
Zeros	160
Zeros (%)	48.5%
Negative	0
Negative (%)	0.0%
Memory size	3.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	5
Q3	11
95-th percentile	21
Maximum	59
Range	59
Interquartile range (IQR)	11

Descriptive statistics

Standard deviation	8.3188397
Coefficient of variation (CV)	1.2709339
Kurtosis	6.1639797
Mean	6.5454545
Median Absolute Deviation (MAD)	5
Skewness	1.8784521
Sum	2160
Variance	69.203095
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=30)

Value	Count	Frequency (%)
0	160	48.5%
8	20	6.1%
7	16	4.8%
10	15	4.5%
14	14	4.2%
13	13	3.9%
9	13	3.9%
12	13	3.9%
6	10	3.0%
11	8	2.4%
Other values (20)	48	14.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	160	48.5%
1	1	0.3%
4	2	0.6%
5	4	1.2%
6	10	3.0%
7	16	4.8%
8	20	6.1%
9	13	3.9%
10	15	4.5%
11	8	2.4%

Value	Count	Frequency (%)
59	1	0.3%
44	1	0.3%
39	1	0.3%
37	1	0.3%
33	1	0.3%
31	1	0.3%
28	2	0.6%
26	1	0.3%
25	1	0.3%
23	2	0.6%

정원
Real number (ℝ)

Distinct	94
Distinct (%)	28.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	44.081818

Minimum	0
Maximum	300
Zeros	2
Zeros (%)	0.6%
Negative	0
Negative (%)	0.0%
Memory size	3.0 KiB

Quantile statistics

Minimum	0
5-th percentile	16
Q1	20
median	30
Q3	54
95-th percentile	123.3
Maximum	300
Range	300
Interquartile range (IQR)	34

Descriptive statistics

Standard deviation	39.710533
Coefficient of variation (CV)	0.900837
Kurtosis	9.5592014
Mean	44.081818
Median Absolute Deviation (MAD)	11
Skewness	2.6809903
Sum	14547
Variance	1576.9264
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20	86	26.1%
19	14	4.2%
18	12	3.6%
30	10	3.0%
17	9	2.7%
16	9	2.7%
42	8	2.4%
39	8	2.4%
49	7	2.1%
54	5	1.5%
Other values (84)	162	49.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2	0.6%
11	2	0.6%
12	1	0.3%
13	2	0.6%
14	2	0.6%
15	4	1.2%
16	9	2.7%
17	9	2.7%
18	12	3.6%
19	14	4.2%

Value	Count	Frequency (%)
300	1	0.3%
237	1	0.3%
230	1	0.3%
200	1	0.3%
198	1	0.3%
185	1	0.3%
175	1	0.3%
162	2	0.6%
157	1	0.3%
146	1	0.3%

현원
Real number (ℝ)

ZEROS

Distinct	72
Distinct (%)	21.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	21.493939

Minimum	0
Maximum	212
Zeros	160
Zeros (%)	48.5%
Negative	0
Negative (%)	0.0%
Memory size	3.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	9.5
Q3	33.75
95-th percentile	72.55
Maximum	212
Range	212
Interquartile range (IQR)	33.75

Descriptive statistics

Standard deviation	30.996739
Coefficient of variation (CV)	1.4421153
Kurtosis	8.4190312
Mean	21.493939
Median Absolute Deviation (MAD)	9.5
Skewness	2.3860752
Sum	7093
Variance	960.79784
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	160	48.5%
20	16	4.8%
18	8	2.4%
24	7	2.1%
29	6	1.8%
17	6	1.8%
19	5	1.5%
15	5	1.5%
40	4	1.2%
33	4	1.2%
Other values (62)	109	33.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	160	48.5%
4	1	0.3%
8	3	0.9%
9	1	0.3%
10	2	0.6%
11	1	0.3%
13	2	0.6%
14	1	0.3%
15	5	1.5%
16	4	1.2%

Value	Count	Frequency (%)
212	1	0.3%
186	1	0.3%
173	1	0.3%
147	1	0.3%
121	1	0.3%
119	1	0.3%
113	1	0.3%
103	1	0.3%
96	2	0.6%
88	1	0.3%

시설 위도(좌표값)
Real number (ℝ)

MISSING

Distinct	271
Distinct (%)	88.6%
Missing	24
Missing (%)	7.3%
Infinite	0
Infinite (%)	0.0%
Mean	37.487869

Minimum	37.443748
Maximum	37.56647
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.0 KiB

Quantile statistics

Minimum	37.443748
5-th percentile	37.454909
Q1	37.472356
median	37.487749
Q3	37.502212
95-th percentile	37.516277
Maximum	37.56647
Range	0.12272205
Interquartile range (IQR)	0.029855848

Descriptive statistics

Standard deviation	0.022152441
Coefficient of variation (CV)	0.00059092291
Kurtosis	1.9633326
Mean	37.487869
Median Absolute Deviation (MAD)	0.014831979
Skewness	0.79469865
Sum	11471.288
Variance	0.00049073063
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
37.56647	7	2.1%
37.46565137338146	6	1.8%
37.45760529511508	5	1.5%
37.48857204	3	0.9%
37.45912995209635	3	0.9%
37.50958767	3	0.9%
37.44968392165928	2	0.6%
37.45611531776572	2	0.6%
37.45324519832108	2	0.6%
37.51328057	2	0.6%
Other values (261)	271	82.1%
(Missing)	24	7.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
37.44374795	1	0.3%
37.44401897798263	1	0.3%
37.447366072393805	1	0.3%
37.44749671118255	1	0.3%
37.44968392165928	2	0.6%
37.44974119890253	1	0.3%
37.45114286811606	1	0.3%
37.45190234034128	1	0.3%
37.45318114	1	0.3%
37.45324519832108	2	0.6%

Value	Count	Frequency (%)
37.56647	7	2.1%
37.54759008044978	1	0.3%
37.52054052	1	0.3%
37.52016872	1	0.3%
37.51995969	1	0.3%
37.51967717	1	0.3%
37.51904534349191	1	0.3%
37.51779289076051	1	0.3%
37.51633536228992	2	0.6%
37.51610298	1	0.3%

시설 경도(좌표값)
Real number (ℝ)

MISSING

Distinct	271
Distinct (%)	88.6%
Missing	24
Missing (%)	7.3%
Infinite	0
Infinite (%)	0.0%
Mean	127.01421

Minimum	126.97796
Maximum	127.07075
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.0 KiB

Quantile statistics

Minimum	126.97796
5-th percentile	126.98384
Q1	126.99688
median	127.01358
Q3	127.02558
95-th percentile	127.05716
Maximum	127.07075
Range	0.092788
Interquartile range (IQR)	0.028696378

Descriptive statistics

Standard deviation	0.021269384
Coefficient of variation (CV)	0.00016745673
Kurtosis	-0.14525867
Mean	127.01421
Median Absolute Deviation (MAD)	0.012780805
Skewness	0.47431358
Sum	38866.348
Variance	0.00045238668
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
126.977963	7	2.1%
127.02718099282652	6	1.8%
127.01757113113038	5	1.5%
126.9838361	3	0.9%
127.02553981704536	3	0.9%
127.0105368	3	0.9%
127.05624020107132	2	0.6%
127.01378434712484	2	0.6%
127.06247700507754	2	0.6%
127.0090809	2	0.6%
Other values (261)	271	82.1%
(Missing)	24	7.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
126.977963	7	2.1%
126.9825992517	1	0.3%
126.9827743	1	0.3%
126.9828056	1	0.3%
126.9828739	1	0.3%
126.98310358024327	1	0.3%
126.9836885	1	0.3%
126.98373874653883	1	0.3%
126.9838361	3	0.9%
126.9838589809336	1	0.3%

Value	Count	Frequency (%)
127.070751	1	0.3%
127.07042957979829	1	0.3%
127.06642018673132	1	0.3%
127.0654599	1	0.3%
127.0647962591456	1	0.3%
127.06470748859124	1	0.3%
127.06269231445305	1	0.3%
127.06247700507754	2	0.6%
127.06217099875767	1	0.3%
127.06186282963584	1	0.3%

통학차량운영여부
Categorical

Distinct	3
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Memory size	2.7 KiB

미운영	277
<NA>	30
운영	23

Length

Max length	4
Median length	3
Mean length	3.0212121
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
미운영	277	83.9%
<NA>	30	9.1%
운영	23	7.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
미운영	277	83.9%
na	30	9.1%
운영	23	7.0%

인가일자
Date

Distinct	276
Distinct (%)	83.6%
Missing	0
Missing (%)	0.0%
Memory size	2.7 KiB

Minimum	1982-12-20 00:00:00
Maximum	2022-03-01 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

휴지시작일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	330
Missing (%)	100.0%
Memory size	3.0 KiB

휴지종료일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	330
Missing (%)	100.0%
Memory size	3.0 KiB

폐지일자
Date

MISSING

Distinct	102
Distinct (%)	64.6%
Missing	172
Missing (%)	52.1%
Memory size	2.7 KiB

Minimum	2008-03-17 00:00:00
Maximum	2022-08-01 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

데이터기준일자
Date

CONSTANT

Distinct	1
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	2.7 KiB

Minimum	2022-10-26 00:00:00
Maximum	2022-10-26 00:00:00

Histogram

Histogram with fixed size bins (bins=1)

제공서비스
Categorical

IMBALANCE

Distinct	12
Distinct (%)	3.6%
Missing	0
Missing (%)	0.0%
Memory size	2.7 KiB

일반	217
야간연장	84
장애아통합,야간연장	8
장애아통합	5
방과후 전담	4
Other values (7)	12

Length

Max length	11
Median length	2
Mean length	3
Min length	2

Unique

Unique	3 ?
Unique (%)	0.9%

Sample

1st row	일반
2nd row	일반
3rd row	시간제보육
4th row	일반
5th row	일반

Common Values

Value	Count	Frequency (%)
일반	217	65.8%
야간연장	84	25.5%
장애아통합,야간연장	8	2.4%
장애아통합	5	1.5%
방과후 전담	4	1.2%
야간연장,휴일보육	3	0.9%
시간제보육	2	0.6%
일반,시간제보육	2	0.6%
휴일보육	2	0.6%
장애아통합,시간제보육	1	0.3%
Other values (2)	2	0.6%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
일반	217	65.0%
야간연장	84	25.1%
장애아통합,야간연장	8	2.4%
장애아통합	5	1.5%
방과후	4	1.2%
전담	4	1.2%
야간연장,휴일보육	3	0.9%
시간제보육	2	0.6%
일반,시간제보육	2	0.6%
휴일보육	2	0.6%
Other values (3)	3	0.9%

반수-만0세
Real number (ℝ)

ZEROS

Distinct	6
Distinct (%)	1.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.1818182

Minimum	0
Maximum	5
Zeros	141
Zeros (%)	42.7%
Negative	0
Negative (%)	0.0%
Memory size	3.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	2
95-th percentile	4
Maximum	5
Range	5
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.2776913
Coefficient of variation (CV)	1.0811234
Kurtosis	-0.46551265
Mean	1.1818182
Median Absolute Deviation (MAD)	1
Skewness	0.77272441
Sum	390
Variance	1.6324952
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
0	141	42.7%
1	69	20.9%
2	59	17.9%
3	43	13.0%
4	16	4.8%
5	2	0.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	141	42.7%
1	69	20.9%
2	59	17.9%
3	43	13.0%
4	16	4.8%
5	2	0.6%

Value	Count	Frequency (%)
5	2	0.6%
4	16	4.8%
3	43	13.0%
2	59	17.9%
1	69	20.9%
0	141	42.7%

반수-만1세
Real number (ℝ)

ZEROS

Distinct	10
Distinct (%)	3.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.8060606

Minimum	0
Maximum	15
Zeros	65
Zeros (%)	19.7%
Negative	0
Negative (%)	0.0%
Memory size	3.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	2
Q3	2
95-th percentile	4
Maximum	15
Range	15
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.6498944
Coefficient of variation (CV)	0.91353215
Kurtosis	16.754801
Mean	1.8060606
Median Absolute Deviation (MAD)	1
Skewness	2.8498411
Sum	596
Variance	2.7221516
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
2	117	35.5%
1	77	23.3%
0	65	19.7%
3	40	12.1%
4	19	5.8%
6	6	1.8%
8	2	0.6%
5	2	0.6%
15	1	0.3%
12	1	0.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	65	19.7%
1	77	23.3%
2	117	35.5%
3	40	12.1%
4	19	5.8%
5	2	0.6%
6	6	1.8%
8	2	0.6%
12	1	0.3%
15	1	0.3%

Value	Count	Frequency (%)
15	1	0.3%
12	1	0.3%
8	2	0.6%
6	6	1.8%
5	2	0.6%
4	19	5.8%
3	40	12.1%
2	117	35.5%
1	77	23.3%
0	65	19.7%

반수-만2세
Real number (ℝ)

ZEROS

Distinct	10
Distinct (%)	3.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.7121212

Minimum	0
Maximum	10
Zeros	52
Zeros (%)	15.8%
Negative	0
Negative (%)	0.0%
Memory size	3.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	2
Q3	2
95-th percentile	4
Maximum	10
Range	10
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.3965345
Coefficient of variation (CV)	0.81567501
Kurtosis	5.5759521
Mean	1.7121212
Median Absolute Deviation (MAD)	1
Skewness	1.7436853
Sum	565
Variance	1.9503086
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
2	114	34.5%
1	107	32.4%
0	52	15.8%
3	29	8.8%
4	12	3.6%
5	8	2.4%
6	5	1.5%
10	1	0.3%
8	1	0.3%
7	1	0.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	52	15.8%
1	107	32.4%
2	114	34.5%
3	29	8.8%
4	12	3.6%
5	8	2.4%
6	5	1.5%
7	1	0.3%
8	1	0.3%
10	1	0.3%

Value	Count	Frequency (%)
10	1	0.3%
8	1	0.3%
7	1	0.3%
6	5	1.5%
5	8	2.4%
4	12	3.6%
3	29	8.8%
2	114	34.5%
1	107	32.4%
0	52	15.8%

반수-만3세
Real number (ℝ)

ZEROS

Distinct	6
Distinct (%)	1.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.5

Minimum	0
Maximum	7
Zeros	218
Zeros (%)	66.1%
Negative	0
Negative (%)	0.0%
Memory size	3.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	2
Maximum	7
Range	7
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.88296957
Coefficient of variation (CV)	1.7659391
Kurtosis	13.226191
Mean	0.5
Median Absolute Deviation (MAD)	0
Skewness	2.8652776
Sum	165
Variance	0.77963526
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
0	218	66.1%
1	77	23.3%
2	24	7.3%
3	9	2.7%
6	1	0.3%
7	1	0.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	218	66.1%
1	77	23.3%
2	24	7.3%
3	9	2.7%
6	1	0.3%
7	1	0.3%

Value	Count	Frequency (%)
7	1	0.3%
6	1	0.3%
3	9	2.7%
2	24	7.3%
1	77	23.3%
0	218	66.1%

반수-만4세
Categorical

IMBALANCE

Distinct	5
Distinct (%)	1.5%
Missing	0
Missing (%)	0.0%
Memory size	2.7 KiB

0	292
1	27
2	9
4	1
8	1

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Unique

Unique	2 ?
Unique (%)	0.6%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	292	88.5%
1	27	8.2%
2	9	2.7%
4	1	0.3%
8	1	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	292	88.5%
1	27	8.2%
2	9	2.7%
4	1	0.3%
8	1	0.3%

반수-만5세
Categorical

IMBALANCE

Distinct	5
Distinct (%)	1.5%
Missing	0
Missing (%)	0.0%
Memory size	2.7 KiB

0	286
1	35
2	6
4	2
3	1

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Unique

Unique	1 ?
Unique (%)	0.3%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	286	86.7%
1	35	10.6%
2	6	1.8%
4	2	0.6%
3	1	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	286	86.7%
1	35	10.6%
2	6	1.8%
4	2	0.6%
3	1	0.3%

반수-영아혼합(만0~2세)
Real number (ℝ)

ZEROS

Distinct	9
Distinct (%)	2.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.1333333

Minimum	0
Maximum	8
Zeros	162
Zeros (%)	49.1%
Negative	0
Negative (%)	0.0%
Memory size	3.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	2
95-th percentile	4
Maximum	8
Range	8
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.4753634
Coefficient of variation (CV)	1.3017912
Kurtosis	3.0232946
Mean	1.1333333
Median Absolute Deviation (MAD)	1
Skewness	1.5852582
Sum	374
Variance	2.1766971
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
0	162	49.1%
2	60	18.2%
1	58	17.6%
3	23	7.0%
4	17	5.2%
5	6	1.8%
8	2	0.6%
7	1	0.3%
6	1	0.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	162	49.1%
1	58	17.6%
2	60	18.2%
3	23	7.0%
4	17	5.2%
5	6	1.8%
6	1	0.3%
7	1	0.3%
8	2	0.6%

Value	Count	Frequency (%)
8	2	0.6%
7	1	0.3%
6	1	0.3%
5	6	1.8%
4	17	5.2%
3	23	7.0%
2	60	18.2%
1	58	17.6%
0	162	49.1%

반수-유아혼합(만3~5세)
Categorical

Distinct	5
Distinct (%)	1.5%
Missing	0
Missing (%)	0.0%
Memory size	2.7 KiB

0	234
1	65
2	23
3	7
6	1

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Unique

Unique	1 ?
Unique (%)	0.3%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	234	70.9%
1	65	19.7%
2	23	7.0%
3	7	2.1%
6	1	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	234	70.9%
1	65	19.7%
2	23	7.0%
3	7	2.1%
6	1	0.3%

반수-특수장애
Real number (ℝ)

ZEROS

Distinct	6
Distinct (%)	1.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.11818182

Minimum	0
Maximum	8
Zeros	316
Zeros (%)	95.8%
Negative	0
Negative (%)	0.0%
Memory size	3.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	8
Range	8
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.67159229
Coefficient of variation (CV)	5.682704
Kurtosis	70.376721
Mean	0.11818182
Median Absolute Deviation (MAD)	0
Skewness	7.610419
Sum	39
Variance	0.4510362
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
0	316	95.8%
3	5	1.5%
2	4	1.2%
1	3	0.9%
8	1	0.3%
5	1	0.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	316	95.8%
1	3	0.9%
2	4	1.2%
3	5	1.5%
5	1	0.3%
8	1	0.3%

Value	Count	Frequency (%)
8	1	0.3%
5	1	0.3%
3	5	1.5%
2	4	1.2%
1	3	0.9%
0	316	95.8%

반수-총계
Real number (ℝ)

ZEROS

Distinct	25
Distinct (%)	7.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7.2181818

Minimum	0
Maximum	39
Zeros	16
Zeros (%)	4.8%
Negative	0
Negative (%)	0.0%
Memory size	3.0 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	5
median	6
Q3	9
95-th percentile	15
Maximum	39
Range	39
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	4.5450434
Coefficient of variation (CV)	0.62966596
Kurtosis	9.1437382
Mean	7.2181818
Median Absolute Deviation (MAD)	2
Skewness	2.0777675
Sum	2382
Variance	20.657419
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=25)

Value	Count	Frequency (%)
6	50	15.2%
5	44	13.3%
7	41	12.4%
4	31	9.4%
8	28	8.5%
10	22	6.7%
9	22	6.7%
0	16	4.8%
3	14	4.2%
11	12	3.6%
Other values (15)	50	15.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	16	4.8%
1	2	0.6%
2	11	3.3%
3	14	4.2%
4	31	9.4%
5	44	13.3%
6	50	15.2%
7	41	12.4%
8	28	8.5%
9	22	6.7%

Value	Count	Frequency (%)
39	1	0.3%
28	1	0.3%
24	1	0.3%
23	1	0.3%
22	2	0.6%
20	1	0.3%
19	2	0.6%
18	4	1.2%
16	2	0.6%
15	5	1.5%

아동수-만0세
Real number (ℝ)

ZEROS

Distinct	10
Distinct (%)	3.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.8787879

Minimum	0
Maximum	12
Zeros	223
Zeros (%)	67.6%
Negative	0
Negative (%)	0.0%
Memory size	3.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	3
95-th percentile	9
Maximum	12
Range	12
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	3.0800621
Coefficient of variation (CV)	1.6393879
Kurtosis	0.78732023
Mean	1.8787879
Median Absolute Deviation (MAD)	0
Skewness	1.4283036
Sum	620
Variance	9.4867827
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0	223	67.6%
6	35	10.6%
3	27	8.2%
9	25	7.6%
5	8	2.4%
2	3	0.9%
12	3	0.9%
4	3	0.9%
1	2	0.6%
8	1	0.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	223	67.6%
1	2	0.6%
2	3	0.9%
3	27	8.2%
4	3	0.9%
5	8	2.4%
6	35	10.6%
8	1	0.3%
9	25	7.6%
12	3	0.9%

Value	Count	Frequency (%)
12	3	0.9%
9	25	7.6%
8	1	0.3%
6	35	10.6%
5	8	2.4%
4	3	0.9%
3	27	8.2%
2	3	0.9%
1	2	0.6%
0	223	67.6%

아동수-만1세
Real number (ℝ)

ZEROS

Distinct	18
Distinct (%)	5.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.8393939

Minimum	0
Maximum	52
Zeros	178
Zeros (%)	53.9%
Negative	0
Negative (%)	0.0%
Memory size	3.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	10
95-th percentile	15
Maximum	52
Range	52
Interquartile range (IQR)	10

Descriptive statistics

Standard deviation	7.0943464
Coefficient of variation (CV)	1.4659576
Kurtosis	11.028957
Mean	4.8393939
Median Absolute Deviation (MAD)	0
Skewness	2.5392713
Sum	1597
Variance	50.32975
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=18)

Value	Count	Frequency (%)
0	178	53.9%
10	57	17.3%
5	23	7.0%
15	12	3.6%
9	12	3.6%
4	11	3.3%
20	10	3.0%
3	6	1.8%
6	4	1.2%
8	4	1.2%
Other values (8)	13	3.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	178	53.9%
3	6	1.8%
4	11	3.3%
5	23	7.0%
6	4	1.2%
8	4	1.2%
9	12	3.6%
10	57	17.3%
12	3	0.9%
13	1	0.3%

Value	Count	Frequency (%)
52	1	0.3%
50	1	0.3%
34	1	0.3%
30	2	0.6%
20	10	3.0%
19	1	0.3%
15	12	3.6%
14	3	0.9%
13	1	0.3%
12	3	0.9%

아동수-만2세
Real number (ℝ)

ZEROS

Distinct	30
Distinct (%)	9.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.6090909

Minimum	0
Maximum	57
Zeros	181
Zeros (%)	54.8%
Negative	0
Negative (%)	0.0%
Memory size	3.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	10
95-th percentile	21
Maximum	57
Range	57
Interquartile range (IQR)	10

Descriptive statistics

Standard deviation	8.1469357
Coefficient of variation (CV)	1.4524521
Kurtosis	6.6033288
Mean	5.6090909
Median Absolute Deviation (MAD)	0
Skewness	2.0767159
Sum	1851
Variance	66.372561
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=30)

Value	Count	Frequency (%)
0	181	54.8%
14	39	11.8%
7	22	6.7%
6	16	4.8%
13	11	3.3%
10	6	1.8%
5	6	1.8%
4	6	1.8%
8	5	1.5%
11	4	1.2%
Other values (20)	34	10.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	181	54.8%
2	1	0.3%
3	2	0.6%
4	6	1.8%
5	6	1.8%
6	16	4.8%
7	22	6.7%
8	5	1.5%
9	3	0.9%
10	6	1.8%

Value	Count	Frequency (%)
57	1	0.3%
42	1	0.3%
38	1	0.3%
37	1	0.3%
35	1	0.3%
28	2	0.6%
27	1	0.3%
26	1	0.3%
24	1	0.3%
23	2	0.6%

아동수-만3세
Real number (ℝ)

ZEROS

Distinct	26
Distinct (%)	7.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.1454545

Minimum	0
Maximum	48
Zeros	260
Zeros (%)	78.8%
Negative	0
Negative (%)	0.0%
Memory size	3.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	16
Maximum	48
Range	48
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	7.3155159
Coefficient of variation (CV)	2.325742
Kurtosis	11.119226
Mean	3.1454545
Median Absolute Deviation (MAD)	0
Skewness	3.0383097
Sum	1038
Variance	53.516773
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=26)

Value	Count	Frequency (%)
0	260	78.8%
10	9	2.7%
14	9	2.7%
12	8	2.4%
11	7	2.1%
15	4	1.2%
7	4	1.2%
13	3	0.9%
18	2	0.6%
29	2	0.6%
Other values (16)	22	6.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	260	78.8%
2	1	0.3%
4	1	0.3%
5	2	0.6%
6	1	0.3%
7	4	1.2%
8	1	0.3%
9	2	0.6%
10	9	2.7%
11	7	2.1%

Value	Count	Frequency (%)
48	1	0.3%
42	2	0.6%
39	1	0.3%
30	1	0.3%
29	2	0.6%
28	1	0.3%
24	1	0.3%
21	1	0.3%
20	2	0.6%
18	2	0.6%

아동수-만4세
Real number (ℝ)

ZEROS

Distinct	16
Distinct (%)	4.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.3484848

Minimum	0
Maximum	41
Zeros	304
Zeros (%)	92.1%
Negative	0
Negative (%)	0.0%
Memory size	3.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	11.55
Maximum	41
Range	41
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	5.231691
Coefficient of variation (CV)	3.8796809
Kurtosis	23.759917
Mean	1.3484848
Median Absolute Deviation (MAD)	0
Skewness	4.6313009
Sum	445
Variance	27.37059
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
0	304	92.1%
11	4	1.2%
8	3	0.9%
32	2	0.6%
15	2	0.6%
17	2	0.6%
10	2	0.6%
19	2	0.6%
13	2	0.6%
41	1	0.3%
Other values (6)	6	1.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	304	92.1%
8	3	0.9%
10	2	0.6%
11	4	1.2%
12	1	0.3%
13	2	0.6%
14	1	0.3%
15	2	0.6%
16	1	0.3%
17	2	0.6%

Value	Count	Frequency (%)
41	1	0.3%
34	1	0.3%
32	2	0.6%
26	1	0.3%
22	1	0.3%
19	2	0.6%
17	2	0.6%
16	1	0.3%
15	2	0.6%
14	1	0.3%

아동수-만5세
Real number (ℝ)

ZEROS

Distinct	18
Distinct (%)	5.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.5575758

Minimum	0
Maximum	38
Zeros	298
Zeros (%)	90.3%
Negative	0
Negative (%)	0.0%
Memory size	3.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	15
Maximum	38
Range	38
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	5.1845592
Coefficient of variation (CV)	3.328608
Kurtosis	14.933108
Mean	1.5575758
Median Absolute Deviation (MAD)	0
Skewness	3.7136143
Sum	514
Variance	26.879654
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=18)

Value	Count	Frequency (%)
0	298	90.3%
16	5	1.5%
15	4	1.2%
13	3	0.9%
11	2	0.6%
18	2	0.6%
9	2	0.6%
7	2	0.6%
28	2	0.6%
10	2	0.6%
Other values (8)	8	2.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	298	90.3%
7	2	0.6%
9	2	0.6%
10	2	0.6%
11	2	0.6%
12	1	0.3%
13	3	0.9%
14	1	0.3%
15	4	1.2%
16	5	1.5%

Value	Count	Frequency (%)
38	1	0.3%
28	2	0.6%
26	1	0.3%
23	1	0.3%
20	1	0.3%
19	1	0.3%
18	2	0.6%
17	1	0.3%
16	5	1.5%
15	4	1.2%

아동수-영아혼합(만0~2세)
Real number (ℝ)

ZEROS

Distinct	10
Distinct (%)	3.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.71212121

Minimum	0
Maximum	10
Zeros	288
Zeros (%)	87.3%
Negative	0
Negative (%)	0.0%
Memory size	3.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	5.55
Maximum	10
Range	10
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	2.0611116
Coefficient of variation (CV)	2.8943269
Kurtosis	8.468989
Mean	0.71212121
Median Absolute Deviation (MAD)	0
Skewness	3.0314905
Sum	235
Variance	4.2481809
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0	288	87.3%
3	10	3.0%
5	9	2.7%
8	6	1.8%
10	4	1.2%
7	4	1.2%
4	4	1.2%
2	2	0.6%
9	2	0.6%
6	1	0.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	288	87.3%
2	2	0.6%
3	10	3.0%
4	4	1.2%
5	9	2.7%
6	1	0.3%
7	4	1.2%
8	6	1.8%
9	2	0.6%
10	4	1.2%

Value	Count	Frequency (%)
10	4	1.2%
9	2	0.6%
8	6	1.8%
7	4	1.2%
6	1	0.3%
5	9	2.7%
4	4	1.2%
3	10	3.0%
2	2	0.6%
0	288	87.3%

아동수-유아혼합(만3~5세)
Real number (ℝ)

ZEROS

Distinct	19
Distinct (%)	5.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.0515152

Minimum	0
Maximum	33
Zeros	275
Zeros (%)	83.3%
Negative	0
Negative (%)	0.0%
Memory size	3.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	14
Maximum	33
Range	33
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	5.2320395
Coefficient of variation (CV)	2.5503295
Kurtosis	9.4996187
Mean	2.0515152
Median Absolute Deviation (MAD)	0
Skewness	2.923831
Sum	677
Variance	27.374238
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=19)

Value	Count	Frequency (%)
0	275	83.3%
11	7	2.1%
12	7	2.1%
5	6	1.8%
17	5	1.5%
14	4	1.2%
7	4	1.2%
6	3	0.9%
10	3	0.9%
13	3	0.9%
Other values (9)	13	3.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	275	83.3%
2	1	0.3%
5	6	1.8%
6	3	0.9%
7	4	1.2%
8	2	0.6%
10	3	0.9%
11	7	2.1%
12	7	2.1%
13	3	0.9%

Value	Count	Frequency (%)
33	2	0.6%
25	1	0.3%
20	1	0.3%
19	1	0.3%
18	2	0.6%
17	5	1.5%
16	1	0.3%
15	2	0.6%
14	4	1.2%
13	3	0.9%

아동수-특수장애
Real number (ℝ)

ZEROS

Distinct	11
Distinct (%)	3.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.27272727

Minimum	0
Maximum	15
Zeros	316
Zeros (%)	95.8%
Negative	0
Negative (%)	0.0%
Memory size	3.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	15
Range	15
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1.497165
Coefficient of variation (CV)	5.4896052
Kurtosis	44.87387
Mean	0.27272727
Median Absolute Deviation (MAD)	0
Skewness	6.3822998
Sum	90
Variance	2.2415032
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=11)

Value	Count	Frequency (%)
0	316	95.8%
9	4	1.2%
3	2	0.6%
4	1	0.3%
6	1	0.3%
5	1	0.3%
2	1	0.3%
7	1	0.3%
15	1	0.3%
8	1	0.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	316	95.8%
1	1	0.3%
2	1	0.3%
3	2	0.6%
4	1	0.3%
5	1	0.3%
6	1	0.3%
7	1	0.3%
8	1	0.3%
9	4	1.2%

Value	Count	Frequency (%)
15	1	0.3%
9	4	1.2%
8	1	0.3%
7	1	0.3%
6	1	0.3%
5	1	0.3%
4	1	0.3%
3	2	0.6%
2	1	0.3%
1	1	0.3%

아동수-총계
Real number (ℝ)

ZEROS

Distinct	72
Distinct (%)	21.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	21.415152

Minimum	0
Maximum	212
Zeros	161
Zeros (%)	48.8%
Negative	0
Negative (%)	0.0%
Memory size	3.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	8.5
Q3	33.75
95-th percentile	72.55
Maximum	212
Range	212
Interquartile range (IQR)	33.75

Descriptive statistics

Standard deviation	31.018287
Coefficient of variation (CV)	1.4484271
Kurtosis	8.4124873
Mean	21.415152
Median Absolute Deviation (MAD)	8.5
Skewness	2.3877458
Sum	7067
Variance	962.13412
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	161	48.8%
20	16	4.8%
18	8	2.4%
24	7	2.1%
29	6	1.8%
17	6	1.8%
15	5	1.5%
19	5	1.5%
40	4	1.2%
38	4	1.2%
Other values (62)	108	32.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	161	48.8%
4	1	0.3%
8	3	0.9%
9	1	0.3%
10	2	0.6%
11	1	0.3%
13	2	0.6%
14	1	0.3%
15	5	1.5%
16	4	1.2%

Value	Count	Frequency (%)
212	1	0.3%
186	1	0.3%
173	1	0.3%
147	1	0.3%
121	1	0.3%
119	1	0.3%
113	1	0.3%
103	1	0.3%
96	2	0.6%
88	1	0.3%

근속년수-1년미만
Real number (ℝ)

MISSING

Distinct	48
Distinct (%)	28.2%
Missing	160
Missing (%)	48.5%
Infinite	0
Infinite (%)	0.0%
Mean	50.894118

Minimum	0
Maximum	100
Zeros	3
Zeros (%)	0.9%
Negative	0
Negative (%)	0.0%
Memory size	3.0 KiB

Quantile statistics

Minimum	0
5-th percentile	17
Q1	33
median	46
Q3	67
95-th percentile	100
Maximum	100
Range	100
Interquartile range (IQR)	34

Descriptive statistics

Standard deviation	24.54655
Coefficient of variation (CV)	0.48230622
Kurtosis	-0.46134746
Mean	50.894118
Median Absolute Deviation (MAD)	16.5
Skewness	0.42844909
Sum	8652
Variance	602.5331
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=48)

Value	Count	Frequency (%)
100	15	4.5%
33	14	4.2%
50	11	3.3%
67	9	2.7%
40	9	2.7%
43	9	2.7%
57	8	2.4%
29	8	2.4%
36	5	1.5%
38	5	1.5%
Other values (38)	77	23.3%
(Missing)	160	48.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3	0.9%
10	1	0.3%
11	1	0.3%
13	1	0.3%
15	1	0.3%
17	3	0.9%
18	2	0.6%
20	4	1.2%
22	3	0.9%
25	4	1.2%

Value	Count	Frequency (%)
100	15	4.5%
90	1	0.3%
88	2	0.6%
86	2	0.6%
83	1	0.3%
82	1	0.3%
81	1	0.3%
80	3	0.9%
78	2	0.6%
75	4	1.2%

근속년수-1년이상~2년미만
Real number (ℝ)

MISSING ZEROS

Distinct	30
Distinct (%)	17.6%
Missing	160
Missing (%)	48.5%
Infinite	0
Infinite (%)	0.0%
Mean	14.052941

Minimum	0
Maximum	75
Zeros	61
Zeros (%)	18.5%
Negative	0
Negative (%)	0.0%
Memory size	3.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	10
Q3	20.75
95-th percentile	44
Maximum	75
Range	75
Interquartile range (IQR)	20.75

Descriptive statistics

Standard deviation	15.482482
Coefficient of variation (CV)	1.1017254
Kurtosis	1.9284578
Mean	14.052941
Median Absolute Deviation (MAD)	10
Skewness	1.3512548
Sum	2389
Variance	239.70724
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=30)

Value	Count	Frequency (%)
0	61	18.5%
14	10	3.0%
33	10	3.0%
9	8	2.4%
13	7	2.1%
10	7	2.1%
20	7	2.1%
29	6	1.8%
17	6	1.8%
8	5	1.5%
Other values (20)	43	13.0%
(Missing)	160	48.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	61	18.5%
6	2	0.6%
7	4	1.2%
8	5	1.5%
9	8	2.4%
10	7	2.1%
11	3	0.9%
13	7	2.1%
14	10	3.0%
15	1	0.3%

Value	Count	Frequency (%)
75	1	0.3%
67	2	0.6%
54	1	0.3%
50	4	1.2%
44	3	0.9%
43	1	0.3%
38	1	0.3%
36	1	0.3%
33	10	3.0%
31	1	0.3%

근속년수-2년이상~4년미만
Real number (ℝ)

MISSING ZEROS

Distinct	38
Distinct (%)	22.4%
Missing	160
Missing (%)	48.5%
Infinite	0
Infinite (%)	0.0%
Mean	19.258824

Minimum	0
Maximum	80
Zeros	45
Zeros (%)	13.6%
Negative	0
Negative (%)	0.0%
Memory size	3.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	17
Q3	29
95-th percentile	50
Maximum	80
Range	80
Interquartile range (IQR)	29

Descriptive statistics

Standard deviation	16.852407
Coefficient of variation (CV)	0.87504862
Kurtosis	0.4383942
Mean	19.258824
Median Absolute Deviation (MAD)	13
Skewness	0.79798476
Sum	3274
Variance	284.00362
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=38)

Value	Count	Frequency (%)
0	45	13.6%
13	10	3.0%
17	9	2.7%
14	9	2.7%
33	9	2.7%
29	9	2.7%
25	7	2.1%
40	6	1.8%
20	5	1.5%
11	5	1.5%
Other values (28)	56	17.0%
(Missing)	160	48.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	45	13.6%
6	1	0.3%
8	4	1.2%
9	4	1.2%
11	5	1.5%
12	1	0.3%
13	10	3.0%
14	9	2.7%
15	1	0.3%
17	9	2.7%

Value	Count	Frequency (%)
80	1	0.3%
67	1	0.3%
64	1	0.3%
60	1	0.3%
57	2	0.6%
56	1	0.3%
55	1	0.3%
50	2	0.6%
46	1	0.3%
44	3	0.9%

근속년수-4년이상~6년미만
Real number (ℝ)

MISSING ZEROS

Distinct	27
Distinct (%)	15.9%
Missing	160
Missing (%)	48.5%
Infinite	0
Infinite (%)	0.0%
Mean	8.5235294

Minimum	0
Maximum	60
Zeros	90
Zeros (%)	27.3%
Negative	0
Negative (%)	0.0%
Memory size	3.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	14
95-th percentile	33
Maximum	60
Range	60
Interquartile range (IQR)	14

Descriptive statistics

Standard deviation	11.631524
Coefficient of variation (CV)	1.364637
Kurtosis	2.320332
Mean	8.5235294
Median Absolute Deviation (MAD)	0
Skewness	1.5185581
Sum	1449
Variance	135.29234
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=27)

Value	Count	Frequency (%)
0	90	27.3%
13	9	2.7%
14	8	2.4%
11	7	2.1%
17	7	2.1%
20	6	1.8%
29	6	1.8%
18	4	1.2%
33	4	1.2%
9	4	1.2%
Other values (17)	25	7.6%
(Missing)	160	48.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	90	27.3%
2	1	0.3%
4	1	0.3%
5	2	0.6%
6	2	0.6%
7	2	0.6%
8	2	0.6%
9	4	1.2%
10	3	0.9%
11	7	2.1%

Value	Count	Frequency (%)
60	1	0.3%
46	1	0.3%
42	1	0.3%
40	1	0.3%
38	1	0.3%
35	1	0.3%
33	4	1.2%
29	6	1.8%
27	2	0.6%
25	2	0.6%

근속년수-6년이상
Real number (ℝ)

MISSING ZEROS

Distinct	24
Distinct (%)	14.1%
Missing	160
Missing (%)	48.5%
Infinite	0
Infinite (%)	0.0%
Mean	7.3411765

Minimum	0
Maximum	100
Zeros	110
Zeros (%)	33.3%
Negative	0
Negative (%)	0.0%
Memory size	3.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	13
95-th percentile	33
Maximum	100
Range	100
Interquartile range (IQR)	13

Descriptive statistics

Standard deviation	13.515324
Coefficient of variation (CV)	1.8410297
Kurtosis	13.933281
Mean	7.3411765
Median Absolute Deviation (MAD)	0
Skewness	3.0435432
Sum	1248
Variance	182.66397
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=24)

Value	Count	Frequency (%)
0	110	33.3%
17	7	2.1%
14	7	2.1%
20	6	1.8%
13	5	1.5%
29	4	1.2%
10	3	0.9%
25	3	0.9%
11	3	0.9%
33	3	0.9%
Other values (14)	19	5.8%
(Missing)	160	48.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	110	33.3%
4	1	0.3%
6	3	0.9%
7	1	0.3%
8	1	0.3%
9	2	0.6%
10	3	0.9%
11	3	0.9%
12	1	0.3%
13	5	1.5%

Value	Count	Frequency (%)
100	1	0.3%
60	1	0.3%
44	2	0.6%
43	2	0.6%
40	1	0.3%
33	3	0.9%
29	4	1.2%
25	3	0.9%
20	6	1.8%
19	1	0.3%

교직원현황-원장
Categorical

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	2.7 KiB

1	170
<NA>	160

Length

Max length	4
Median length	1
Mean length	2.4545455
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
1	170	51.5%
<NA>	160	48.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	170	51.5%
na	160	48.5%

교직원현황-보육교사
Real number (ℝ)

MISSING

Distinct	23
Distinct (%)	13.5%
Missing	160
Missing (%)	48.5%
Infinite	0
Infinite (%)	0.0%
Mean	9.4882353

Minimum	0
Maximum	42
Zeros	1
Zeros (%)	0.3%
Negative	0
Negative (%)	0.0%
Memory size	3.0 KiB

Quantile statistics

Minimum	0
5-th percentile	4
Q1	6
median	8
Q3	11
95-th percentile	18.1
Maximum	42
Range	42
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	5.555783
Coefficient of variation (CV)	0.58554439
Kurtosis	8.4893964
Mean	9.4882353
Median Absolute Deviation (MAD)	3
Skewness	2.2763662
Sum	1613
Variance	30.866725
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=23)

Value	Count	Frequency (%)
6	23	7.0%
8	18	5.5%
7	17	5.2%
5	16	4.8%
11	15	4.5%
9	14	4.2%
10	10	3.0%
4	10	3.0%
16	7	2.1%
12	6	1.8%
Other values (13)	34	10.3%
(Missing)	160	48.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	0.3%
3	6	1.8%
4	10	3.0%
5	16	4.8%
6	23	7.0%
7	17	5.2%
8	18	5.5%
9	14	4.2%
10	10	3.0%
11	15	4.5%

Value	Count	Frequency (%)
42	1	0.3%
33	1	0.3%
27	2	0.6%
24	1	0.3%
22	2	0.6%
20	1	0.3%
19	1	0.3%
17	3	0.9%
16	7	2.1%
15	6	1.8%

교직원현황-특수교사
Categorical

IMBALANCE

Distinct	6
Distinct (%)	1.8%
Missing	0
Missing (%)	0.0%
Memory size	2.7 KiB

0	160
<NA>	160
2	3
3	3
1	3

Length

Max length	4
Median length	1
Mean length	2.4545455
Min length	1

Unique

Unique	1 ?
Unique (%)	0.3%

Sample

1st row	0
2nd row	0
3rd row	<NA>
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	160	48.5%
<NA>	160	48.5%
2	3	0.9%
3	3	0.9%
1	3	0.9%
5	1	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	160	48.5%
na	160	48.5%
2	3	0.9%
3	3	0.9%
1	3	0.9%
5	1	0.3%

교직원현황-치료교사
Categorical

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	2.7 KiB

0	170
<NA>	160

Length

Max length	4
Median length	1
Mean length	2.4545455
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	<NA>
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	170	51.5%
<NA>	160	48.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	170	51.5%
na	160	48.5%

교직원현황-영양사
Categorical

Distinct	3
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Memory size	2.7 KiB

<NA>	160
0	157
1	13

Length

Max length	4
Median length	1
Mean length	2.4545455
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	<NA>
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
<NA>	160	48.5%
0	157	47.6%
1	13	3.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	160	48.5%
0	157	47.6%
1	13	3.9%

교직원현황-간호사
Categorical

Distinct	3
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Memory size	2.7 KiB

0	164
<NA>	160
1	6

Length

Max length	4
Median length	1
Mean length	2.4545455
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	<NA>
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	164	49.7%
<NA>	160	48.5%
1	6	1.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	164	49.7%
na	160	48.5%
1	6	1.8%

교직원현황-간호조무사
Categorical

Distinct	3
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Memory size	2.7 KiB

0	165
<NA>	160
1	5

Length

Max length	4
Median length	1
Mean length	2.4545455
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	<NA>
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	165	50.0%
<NA>	160	48.5%
1	5	1.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	165	50.0%
na	160	48.5%
1	5	1.5%

교직원현황-조리원
Real number (ℝ)

MISSING ZEROS

Distinct	6
Distinct (%)	3.5%
Missing	160
Missing (%)	48.5%
Infinite	0
Infinite (%)	0.0%
Mean	0.96470588

Minimum	0
Maximum	6
Zeros	40
Zeros (%)	12.1%
Negative	0
Negative (%)	0.0%
Memory size	3.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	1
Q3	1
95-th percentile	2
Maximum	6
Range	6
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.81330735
Coefficient of variation (CV)	0.8430625
Kurtosis	9.8128973
Mean	0.96470588
Median Absolute Deviation (MAD)	0
Skewness	2.1351912
Sum	164
Variance	0.66146885
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
1	107	32.4%
0	40	12.1%
2	17	5.2%
3	3	0.9%
4	2	0.6%
6	1	0.3%
(Missing)	160	48.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	40	12.1%
1	107	32.4%
2	17	5.2%
3	3	0.9%
4	2	0.6%
6	1	0.3%

Value	Count	Frequency (%)
6	1	0.3%
4	2	0.6%
3	3	0.9%
2	17	5.2%
1	107	32.4%
0	40	12.1%

교직원현황-사무직원
Categorical

Distinct	4
Distinct (%)	1.2%
Missing	0
Missing (%)	0.0%
Memory size	2.7 KiB

0	160
<NA>	160
1	8
2	2

Length

Max length	4
Median length	1
Mean length	2.4545455
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	<NA>
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	160	48.5%
<NA>	160	48.5%
1	8	2.4%
2	2	0.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	160	48.5%
na	160	48.5%
1	8	2.4%
2	2	0.6%

교직원현황-총계
Real number (ℝ)

MISSING

Distinct	29
Distinct (%)	17.1%
Missing	160
Missing (%)	48.5%
Infinite	0
Infinite (%)	0.0%
Mean	12.711765

Minimum	1
Maximum	59
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.0 KiB

Quantile statistics

Minimum	1
5-th percentile	6
Q1	8
median	11
Q3	14
95-th percentile	25.55
Maximum	59
Range	58
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	7.5034022
Coefficient of variation (CV)	0.59027227
Kurtosis	10.618304
Mean	12.711765
Median Absolute Deviation (MAD)	3
Skewness	2.6345579
Sum	2161
Variance	56.301044
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=29)

Value	Count	Frequency (%)
8	20	6.1%
7	16	4.8%
10	15	4.5%
14	14	4.2%
12	13	3.9%
13	13	3.9%
9	13	3.9%
6	10	3.0%
11	8	2.4%
17	5	1.5%
Other values (19)	43	13.0%
(Missing)	160	48.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1	0.3%
4	2	0.6%
5	4	1.2%
6	10	3.0%
7	16	4.8%
8	20	6.1%
9	13	3.9%
10	15	4.5%
11	8	2.4%
12	13	3.9%

Value	Count	Frequency (%)
59	1	0.3%
44	1	0.3%
40	1	0.3%
37	1	0.3%
33	1	0.3%
31	1	0.3%
28	2	0.6%
26	1	0.3%
25	1	0.3%
23	2	0.6%

데이터수집일
Date

CONSTANT

Distinct	1
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	2.7 KiB

Minimum	2022-10-26 22:05:05
Maximum	2022-10-26 22:05:05

Histogram

Histogram with fixed size bins (bins=1)

First rows
Last rows

	시군구명	어린이집코드	어린이집명	어린이집유형	운영현황	우편번호	상세주소	전화번호	팩스번호	홈페이지주소	보육실수	보육실 면적	놀이터수	CCTV총설치수	보육교직원수	정원	현원	시설 위도(좌표값)	시설 경도(좌표값)	통학차량운영여부	인가일자	휴지시작일자	휴지종료일자	폐지일자	데이터기준일자	제공서비스	반수-만0세	반수-만1세	반수-만2세	반수-만3세	반수-만4세	반수-만5세	반수-영아혼합(만0~2세)	반수-유아혼합(만3~5세)	반수-특수장애	반수-총계	아동수-만0세	아동수-만1세	아동수-만2세	아동수-만3세	아동수-만4세	아동수-영아혼합(만0~2세)	아동수-유아혼합(만3~5세)	아동수-특수장애	아동수-총계	근속년수-1년미만	근속년수-1년이상~2년미만	근속년수-2년이상~4년미만	근속년수-4년이상~6년미만	근속년수-6년이상	교직원현황-원장	교직원현황-보육교사	교직원현황-특수교사	교직원현황-치료교사	교직원현황-영양사	교직원현황-간호사	교직원현황-간호조무사	교직원현황-조리원	교직원현황-사무직원	교직원현황-총계	데이터수집일
0	서초구	11650000460	서초구립 서초교대e편한세상어린이집	국공립	정상	6603	서울특별시 서초구 서초중앙로24길 33 교대e편한세상아파트 관리동	02-591-1011	02-592-1101	<NA>	3	91	0	11	12	33	33	37.496461	127.016912	미운영	2022-03-01	<NA>	<NA>	<NA>	2022-10-26	일반	3	2	2	0	0	0	0	0	0	7	9	10	14	0	0	0	0	0	33	100	0	0	0	0	1	9	0	0	0	0	0	0	0	12	2022-10-26 22:05:05.0
1	서초구	11650000463	무지개어린이집	직장	정상	6796	서울특별시 서초구 신흥말길 79-3 103동 1층(내곡동, 무지개아파트)	02-2226-9377	<NA>	<NA>	4	76	0	17	6	28	10	37.56647	126.977963	미운영	2022-02-23	<NA>	<NA>	<NA>	2022-10-26	일반	1	1	1	0	0	0	0	0	0	3	2	4	4	0	0	0	0	0	10	100	0	0	0	0	1	4	0	0	0	0	0	1	0	6	2022-10-26 22:05:05.0
2	서초구	11650000462	스마트 서리풀노리학교	국공립	정상	6675	서울특별시 서초구 방배천로24길 8 1층	02-523-9340	<NA>	<NA>	0	242	0	0	0	0	0	<NA>	<NA>	<NA>	2021-11-16	<NA>	<NA>	<NA>	2022-10-26	시간제보육	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2022-10-26 22:05:05.0
3	서초구	11650000458	서초구립 반포센트레빌어린이집	국공립	정상	6598	서울특별시 서초구 사평대로 310-4	02-536-3104	02-536-3105	<NA>	3	87	0	11	10	30	26	37.503431	127.015992	미운영	2021-11-01	<NA>	<NA>	<NA>	2022-10-26	일반	2	3	1	0	0	0	0	0	0	6	6	14	6	0	0	0	0	0	26	100	0	0	0	0	1	8	0	0	0	0	0	1	0	10	2022-10-26 22:05:05.0
4	서초구	11650000459	서초지빈어린이집	가정	정상	6802	서울특별시 서초구 청계산로11길 10 101호	02-578-5111	<NA>	<NA>	2	85	0	3	6	20	13	37.447366	127.057161	미운영	2021-10-15	<NA>	<NA>	<NA>	2022-10-26	일반	3	1	0	0	0	0	0	0	0	4	9	4	0	0	0	0	0	0	13	100	0	0	0	0	1	4	0	0	0	0	0	0	0	6	2022-10-26 22:05:05.0
5	서초구	11650000457	서초구립 방배그랑자이어린이집	국공립	정상	6703	서울특별시 서초구 방배로 21 방배그랑자이어린이집	02-523-2044	02-523-2045	<NA>	6	255	1	17	15	88	60	37.482546	126.996552	미운영	2021-10-12	<NA>	<NA>	<NA>	2022-10-26	일반	3	2	2	1	1	1	0	0	0	10	9	10	14	12	15	0	0	0	60	100	0	0	0	0	1	11	0	0	0	0	0	1	0	15	2022-10-26 22:05:05.0
6	서초구	11650000456	서초구립 서초그랑자이어린이집	국공립	정상	6630	서울특별시 서초구 효령로 391	02-585-0334	<NA>	<NA>	6	335	1	17	16	88	65	37.488571	127.026776	미운영	2021-10-12	<NA>	<NA>	<NA>	2022-10-26	일반	3	3	2	1	0	0	0	1	0	10	9	15	14	15	0	0	12	0	65	100	0	0	0	0	1	13	0	0	0	0	0	1	0	16	2022-10-26 22:05:05.0
7	서초구	11650000455	반포예원어린이집	가정	정상	6592	서울특별시 서초구 사평대로 240 502동 107호	02-537-3921	0504-375-3921	<NA>	3	35	0	3	4	13	4	37.502471	127.00783	<NA>	2021-08-02	<NA>	<NA>	<NA>	2022-10-26	야간연장	3	0	0	0	0	0	2	0	0	5	2	0	0	0	0	2	0	0	4	100	0	0	0	0	1	3	0	0	0	0	0	0	0	4	2022-10-26 22:05:05.0
8	서초구	11650000454	서초구립 라클라스어린이집	국공립	정상	6599	서울특별시 서초구 서초중앙로 206	02-534-2122	02-534-2123	<NA>	6	232	1	26	20	68	63	37.500358	127.014204	미운영	2021-08-01	<NA>	<NA>	<NA>	2022-10-26	장애아통합	3	3	4	2	0	0	0	1	2	15	9	15	22	13	0	0	0	4	63	100	0	0	0	0	1	15	2	0	0	0	0	1	0	20	2022-10-26 22:05:05.0
9	서초구	11650000453	서초구립 허니비어린이집	국공립	정상	6567	서울특별시 서초구 서초대로1길 30 105동 101호(방배동, 현대아파트)	02-535-7957	050-8907-0633	<NA>	3	56	0	4	10	19	19	37.488271	126.983859	미운영	2021-03-01	<NA>	<NA>	<NA>	2022-10-26	야간연장	3	0	0	0	0	0	2	0	0	5	9	0	0	0	0	10	0	0	19	33	67	0	0	0	1	8	0	0	0	0	0	1	0	10	2022-10-26 22:05:05.0

	시군구명	어린이집코드	어린이집명	어린이집유형	운영현황	우편번호	상세주소	전화번호	팩스번호	홈페이지주소	보육실수	보육실 면적	놀이터수	CCTV총설치수	보육교직원수	정원	현원	시설 위도(좌표값)	시설 경도(좌표값)	통학차량운영여부	인가일자	휴지시작일자	휴지종료일자	폐지일자	데이터기준일자	제공서비스	반수-만0세	반수-만1세	반수-만2세	반수-만3세	반수-만4세	반수-만5세	반수-영아혼합(만0~2세)	반수-유아혼합(만3~5세)	반수-특수장애	반수-총계	아동수-만0세	아동수-만1세	아동수-만2세	아동수-만3세	아동수-만4세	아동수-만5세	아동수-영아혼합(만0~2세)	아동수-유아혼합(만3~5세)	아동수-특수장애	아동수-총계	근속년수-1년미만	근속년수-1년이상~2년미만	근속년수-2년이상~4년미만	근속년수-4년이상~6년미만	근속년수-6년이상	교직원현황-원장	교직원현황-보육교사	교직원현황-특수교사	교직원현황-치료교사	교직원현황-영양사	교직원현황-간호사	교직원현황-간호조무사	교직원현황-조리원	교직원현황-사무직원	교직원현황-총계	데이터수집일
320	서초구	11650000047	반포초등어린이집	직장	폐지	137811	서울특별시 서초구 신반포로 55-4 반포초등학교내 (반포동)	02-593-4231	<NA>	<NA>	1	66	0	0	0	27	0	37.502764	126.991097	미운영	1993-09-01	<NA>	<NA>	2016-03-01	2022-10-26	일반	0	0	1	0	0	0	0	1	0	2	0	0	0	0	0	0	0	0	0	0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2022-10-26 22:05:05.0
321	서초구	11650000072	반포복지관어린이집	국공립	폐지	6536	서울특별시 서초구 사평대로55길 90 (반포동)	02-512-1825	02-512-1815	<NA>	4	257	1	12	0	20	0	37.507861	127.021241	미운영	1993-08-23	<NA>	<NA>	2022-05-31	2022-10-26	야간연장	0	1	1	0	0	0	2	0	0	4	0	0	0	0	0	0	0	0	0	0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2022-10-26 22:05:05.0
322	서초구	11650000074	반포1동어린이집	국공립	정상	6534	서울특별시 서초구 신반포로 318 (반포동)	02-518-1630	02-518-2778	보육정보쎈터 인포맵	8	249	2	26	15	93	46	37.509975	127.018463	미운영	1993-02-19	<NA>	<NA>	<NA>	2022-10-26	야간연장	2	2	2	1	0	0	0	1	0	8	6	10	12	11	0	0	0	7	0	46	50	0	8	42	0	1	12	0	0	0	0	0	1	0	15	2022-10-26 22:05:05.0
323	서초구	11650000014	샛별 어린이집	민간	폐지	6563	서울특별시 서초구 서초대로15길 74 (방배동)	02-533-8496	02-533-7117	<NA>	7	209	2	8	0	80	0	37.489723	126.988475	미운영	1993-01-12	<NA>	<NA>	2018-03-01	2022-10-26	일반	0	1	4	2	2	1	0	0	0	10	0	0	0	0	0	0	0	0	0	0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2022-10-26 22:05:05.0
324	서초구	11650000002	내곡어린이집	국공립	정상	6801	서울특별시 서초구 홍씨마을길 25 (내곡동)	02-572-9309	02-572-9512	http://www.children.seoul.go.kr	5	181	1	7	10	35	22	37.453181	127.06546	미운영	1992-12-28	<NA>	<NA>	<NA>	2022-10-26	장애아통합,야간연장	2	2	1	0	0	0	0	0	1	6	6	8	7	0	0	0	0	0	1	22	38	13	25	13	13	1	8	0	0	0	0	0	1	0	10	2022-10-26 22:05:05.0
325	서초구	11650000080	방배어린이집	국공립	정상	6680	서울특별시 서초구 방배로19길 36-8	02-523-3735	02-587-5378	<NA>	5	218	0	13	11	30	30	37.485073	126.99305	미운영	1992-03-19	<NA>	<NA>	<NA>	2022-10-26	영아전담,야간연장	2	2	2	0	0	0	0	0	0	6	6	10	14	0	0	0	0	0	0	30	63	13	0	0	25	1	8	0	0	0	0	0	1	0	11	2022-10-26 22:05:05.0
326	서초구	11650000085	서초어린이집	국공립	정상	6703	서울특별시 서초구 남부순환로 2271-1	02-522-9411	02-597-7070	<NA>	10	435	2	21	26	185	113	37.474671	127.000225	미운영	1992-03-01	<NA>	<NA>	<NA>	2022-10-26	장애아통합,야간연장	2	4	4	2	2	1	0	0	3	18	6	20	23	20	19	16	0	0	9	113	62	10	24	5	0	1	19	2	0	1	0	0	2	0	26	2022-10-26 22:05:05.0
327	서초구	11650000083	남태령어린이집	국공립	정상	6761	서울특별시 서초구 전원말길 6 (방배동)	02-588-0640	02-586-2869	http://children.seoul.go.kr/infomap2/main/index.html?CAREID=3383	6	284	2	32	20	99	72	37.465812	126.988778	운영	1987-12-20	<NA>	<NA>	<NA>	2022-10-26	야간연장	3	2	2	1	1	1	0	0	0	10	9	10	14	13	10	16	0	0	0	72	38	6	44	6	6	1	16	0	0	0	0	0	1	0	20	2022-10-26 22:05:05.0
328	서초구	11650000028	반포어린이집	민간	정상	6575	서울특별시 서초구 사평대로20길 54 (반포동)	02-537-6670	02-537-6676	<NA>	7	294	2	16	21	111	96	37.497009	126.996738	운영	1983-05-12	<NA>	<NA>	<NA>	2022-10-26	일반	0	4	6	3	0	1	1	3	0	18	0	15	19	30	0	15	4	13	0	96	56	13	13	6	13	1	16	0	0	0	0	0	1	1	21	2022-10-26 22:05:05.0
329	서초구	11650000023	성촌어린이집	민간	폐지	6765	서울특별시 서초구 성촌6길 1 (우면동)	02-572-6091	02-572-2091	<NA>	3	125	0	4	0	39	0	37.467181	127.02064	미운영	1982-12-20	<NA>	<NA>	2020-03-05	2022-10-26	일반	1	0	0	1	0	0	0	2	0	4	0	0	0	0	0	0	0	0	0	0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2022-10-26 22:05:05.0

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Most occurring scripts

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Common

Most occurring blocks

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ASCII

Most occurring characters

Most occurring categories

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