gimi9 Pandas Profiling

Dataset statistics

Number of variables	15
Number of observations	1565
Missing cells	495
Missing cells (%)	2.1%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	198.8 KiB
Average record size in memory	130.1 B

Variable types

Numeric	11
Categorical	2
Text	2

Dataset

Description	시설번호,지역코드,시설일련번호,시도명,시군구명,수용시설명,도로명주소코드,법정동코드,행정동코드,상세주소,시설면적,경도,위도,X좌표,Y좌표
Author	서울특별시
URL	https://data.seoul.go.kr/dataList/OA-21063/S/1/datasetView.do

Alerts

`시도명` has constant value ""	Constant
`시설번호` is highly overall correlated with `시군구명`	High correlation
`지역코드` is highly overall correlated with `도로명주소코드` and 5 other fields	High correlation
`도로명주소코드` is highly overall correlated with `지역코드` and 4 other fields	High correlation
`법정동코드` is highly overall correlated with `지역코드` and 5 other fields	High correlation
`행정동코드` is highly overall correlated with `지역코드` and 5 other fields	High correlation
`경도` is highly overall correlated with `X좌표` and 1 other fields	High correlation
`위도` is highly overall correlated with `지역코드` and 5 other fields	High correlation
`X좌표` is highly overall correlated with `경도` and 1 other fields	High correlation
`Y좌표` is highly overall correlated with `지역코드` and 5 other fields	High correlation
`시군구명` is highly overall correlated with `시설번호` and 7 other fields	High correlation
`도로명주소코드` has 495 (31.6%) missing values	Missing
`시설번호` has unique values	Unique
`X좌표` has unique values	Unique
`Y좌표` has unique values	Unique

Reproduction

Analysis started	2024-05-18 09:43:31.048902
Analysis finished	2024-05-18 09:44:44.520905
Duration	1 minute and 13.47 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

시설번호
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	1565
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5225.8096

Minimum	80
Maximum	11283
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	13.9 KiB

Quantile statistics

Minimum	80
5-th percentile	432.2
Q1	1591
median	7563
Q3	8000
95-th percentile	10938.8
Maximum	11283
Range	11203
Interquartile range (IQR)	6409

Descriptive statistics

Standard deviation	3657.1619
Coefficient of variation (CV)	0.69982686
Kurtosis	-1.5476984
Mean	5225.8096
Median Absolute Deviation (MAD)	3713
Skewness	0.058463009
Sum	8178392
Variance	13374833
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
80	1	0.1%
7592	1	0.1%
7614	1	0.1%
7613	1	0.1%
7612	1	0.1%
7611	1	0.1%
7610	1	0.1%
7609	1	0.1%
7608	1	0.1%
7607	1	0.1%
Other values (1555)	1555	99.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
80	1	0.1%
82	1	0.1%
83	1	0.1%
84	1	0.1%
85	1	0.1%
86	1	0.1%
87	1	0.1%
88	1	0.1%
89	1	0.1%
90	1	0.1%

Value	Count	Frequency (%)
11283	1	0.1%
11279	1	0.1%
11278	1	0.1%
11277	1	0.1%
11276	1	0.1%
11275	1	0.1%
11274	1	0.1%
11271	1	0.1%
11270	1	0.1%
11269	1	0.1%

지역코드
Real number (ℝ)

HIGH CORRELATION

Distinct	25
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.1451243 × 10⁹

Minimum	1.111 × 10⁹
Maximum	1.174 × 10⁹
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	13.9 KiB

Quantile statistics

Minimum	1.111 × 10⁹
5-th percentile	1.117 × 10⁹
Q1	1.1305 × 10⁹
median	1.147 × 10⁹
Q3	1.162 × 10⁹
95-th percentile	1.171 × 10⁹
Maximum	1.174 × 10⁹
Range	63000000
Interquartile range (IQR)	31500000

Descriptive statistics

Standard deviation	18031136
Coefficient of variation (CV)	0.015746008
Kurtosis	-1.1424473
Mean	1.1451243 × 10⁹
Median Absolute Deviation (MAD)	15000000
Skewness	-0.1208718
Sum	1.7921195 × 10¹²
Variance	3.2512185 × 10¹⁴
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=25)

Value	Count	Frequency (%)
1168000000	120	7.7%
1150000000	116	7.4%
1171000000	90	5.8%
1147000000	90	5.8%
1162000000	80	5.1%
1135000000	79	5.0%
1156000000	72	4.6%
1129000000	67	4.3%
1144000000	65	4.2%
1165000000	64	4.1%
Other values (15)	722	46.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1111000000	46	2.9%
1114000000	19	1.2%
1117000000	50	3.2%
1120000000	61	3.9%
1121500000	39	2.5%
1123000000	50	3.2%
1126000000	52	3.3%
1129000000	67	4.3%
1130500000	51	3.3%
1132000000	56	3.6%

Value	Count	Frequency (%)
1174000000	54	3.5%
1171000000	90	5.8%
1168000000	120	7.7%
1165000000	64	4.1%
1162000000	80	5.1%
1159000000	44	2.8%
1156000000	72	4.6%
1154500000	45	2.9%
1153000000	48	3.1%
1150000000	116	7.4%

시설일련번호
Real number (ℝ)

Distinct	143
Distinct (%)	9.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	49.941214

Minimum	2
Maximum	150
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	13.9 KiB

Quantile statistics

Minimum	2
5-th percentile	7
Q1	25
median	45
Q3	69
95-th percentile	113.8
Maximum	150
Range	148
Interquartile range (IQR)	44

Descriptive statistics

Standard deviation	31.839598
Coefficient of variation (CV)	0.63754152
Kurtosis	-0.04910985
Mean	49.941214
Median Absolute Deviation (MAD)	22
Skewness	0.69091696
Sum	78158
Variance	1013.76
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
42	22	1.4%
19	22	1.4%
41	21	1.3%
21	21	1.3%
40	21	1.3%
20	20	1.3%
32	20	1.3%
24	20	1.3%
54	20	1.3%
31	20	1.3%
Other values (133)	1358	86.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2	16	1.0%
3	12	0.8%
4	15	1.0%
5	12	0.8%
6	19	1.2%
7	16	1.0%
8	17	1.1%
9	15	1.0%
10	19	1.2%
11	16	1.0%

Value	Count	Frequency (%)
150	1	0.1%
149	1	0.1%
145	1	0.1%
143	1	0.1%
140	1	0.1%
139	2	0.1%
138	2	0.1%
137	2	0.1%
136	2	0.1%
135	3	0.2%

시도명
Categorical

CONSTANT

Distinct	1
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	12.4 KiB

서울특별시	1565

Length

Max length	5
Median length	5
Mean length	5
Min length	5

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
서울특별시	1565	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
서울특별시	1565	100.0%

시군구명
Categorical

HIGH CORRELATION

Distinct	25
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Memory size	12.4 KiB

강남구	120
강서구	116
양천구	90
송파구	90
관악구	80
Other values (20)	1069

Length

Max length	4
Median length	3
Mean length	3.0945687
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	강동구
2nd row	강동구
3rd row	강동구
4th row	강서구
5th row	강남구

Common Values

Value	Count	Frequency (%)
강남구	120	7.7%
강서구	116	7.4%
양천구	90	5.8%
송파구	90	5.8%
관악구	80	5.1%
노원구	79	5.0%
영등포구	72	4.6%
성북구	67	4.3%
마포구	65	4.2%
서초구	64	4.1%
Other values (15)	722	46.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
강남구	120	7.7%
강서구	116	7.4%
양천구	90	5.8%
송파구	90	5.8%
관악구	80	5.1%
노원구	79	5.0%
영등포구	72	4.6%
성북구	67	4.3%
마포구	65	4.2%
서초구	64	4.1%
Other values (15)	722	46.1%

수용시설명
Text

Distinct	1540
Distinct (%)	98.4%
Missing	0
Missing (%)	0.0%
Memory size	12.4 KiB

Length

Max length	32
Median length	31
Mean length	9.1201278
Min length	4

Characters and Unicode

Total characters	14273
Distinct characters	396
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	1519 ?
Unique (%)	97.1%

Sample

1st row	강동고등학교 운동장
2nd row	한영고등학교 운동장
3rd row	상일초등학교 운동장
4th row	서울공항초등학교 운동장
5th row	중동중학교 운동장

Value	Count	Frequency (%)
운동장	914	35.5%
공원	9	0.3%
어린이공원	5	0.2%
어린이	5	0.2%
동답초등학교	3	0.1%
주차장	3	0.1%
공영주차장	3	0.1%
사범대학	3	0.1%
중앙어린이공원	3	0.1%
무지개어린이공원	3	0.1%
Other values (1589)	1621	63.0%

Most occurring characters

Value	Count	Frequency (%)
동	1136	8.0%
장	1079	7.6%
학	1065	7.5%
교	1046	7.3%
운	1037	7.3%
	1007	7.1%
등	748	5.2%
원	575	4.0%
공	534	3.7%
초	521	3.7%
Other values (386)	5525	38.7%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	13153	92.2%
Space Separator	1007	7.1%
Open Punctuation	37	0.3%
Close Punctuation	37	0.3%
Decimal Number	29	0.2%
Dash Punctuation	4	< 0.1%
Uppercase Letter	3	< 0.1%
Other Punctuation	2	< 0.1%
Math Symbol	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	1136	8.6%
장	1079	8.2%
학	1065	8.1%
교	1046	8.0%
운	1037	7.9%
등	748	5.7%
원	575	4.4%
공	534	4.1%
초	521	4.0%
중	336	2.6%
Other values (367)	5076	38.6%

Decimal Number

Value	Count	Frequency (%)
2	7	24.1%
3	7	24.1%
1	7	24.1%
5	2	6.9%
4	2	6.9%
6	1	3.4%
7	1	3.4%
8	1	3.4%
9	1	3.4%

Uppercase Letter

Value	Count	Frequency (%)
C	1	33.3%
M	1	33.3%
D	1	33.3%

Other Punctuation

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

Space Separator

Value	Count	Frequency (%)
	1007	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	37	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	37	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	4	100.0%

Math Symbol

Value	Count	Frequency (%)
~	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	13153	92.2%
Common	1117	7.8%
Latin	3	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	1136	8.6%
장	1079	8.2%
학	1065	8.1%
교	1046	8.0%
운	1037	7.9%
등	748	5.7%
원	575	4.4%
공	534	4.1%
초	521	4.0%
중	336	2.6%
Other values (367)	5076	38.6%

Common

Value	Count	Frequency (%)
	1007	90.2%
(	37	3.3%
)	37	3.3%
2	7	0.6%
3	7	0.6%
1	7	0.6%
-	4	0.4%
5	2	0.2%
4	2	0.2%
6	1	0.1%
Other values (6)	6	0.5%

Latin

Value	Count	Frequency (%)
C	1	33.3%
M	1	33.3%
D	1	33.3%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	13153	92.2%
ASCII	1120	7.8%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
동	1136	8.6%
장	1079	8.2%
학	1065	8.1%
교	1046	8.0%
운	1037	7.9%
등	748	5.7%
원	575	4.4%
공	534	4.1%
초	521	4.0%
중	336	2.6%
Other values (367)	5076	38.6%

ASCII

Value	Count	Frequency (%)
	1007	89.9%
(	37	3.3%
)	37	3.3%
2	7	0.6%
3	7	0.6%
1	7	0.6%
-	4	0.4%
5	2	0.2%
4	2	0.2%
6	1	0.1%
Other values (9)	9	0.8%

도로명주소코드
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	965
Distinct (%)	90.2%
Missing	495
Missing (%)	31.6%
Infinite	0
Infinite (%)	0.0%
Mean	1.1468343 × 10²⁴

Minimum	1.1110101 × 10²⁴
Maximum	1.174011 × 10²⁴
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	13.9 KiB

Quantile statistics

Minimum	1.1110101 × 10²⁴
5-th percentile	1.1170106 × 10²⁴
Q1	1.1320106 × 10²⁴
median	1.1500103 × 10²⁴
Q3	1.1620102 × 10²⁴
95-th percentile	1.1710112 × 10²⁴
Maximum	1.174011 × 10²⁴
Range	6.30009 × 10²²
Interquartile range (IQR)	2.99996 × 10²²

Descriptive statistics

Standard deviation	1.8187233 × 10²²
Coefficient of variation (CV)	0.01585864
Kurtosis	-1.0628389
Mean	1.1468343 × 10²⁴
Median Absolute Deviation (MAD)	1.49999 × 10²²
Skewness	-0.29239159
Sum	1.2271128 × 10²⁷
Variance	3.3077544 × 10⁴⁴
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.17101110010089e+24	6	0.4%
1.1470101001033e+24	4	0.3%
1.17101110010088e+24	4	0.3%
1.17101010010022e+24	3	0.2%
1.1560110001004e+24	3	0.2%
1.1470101001031e+24	3	0.2%
1.12151040010554e+24	3	0.2%
1.12151010010176e+24	3	0.2%
1.17101010010019e+24	3	0.2%
1.1500102001069e+24	3	0.2%
Other values (955)	1035	66.1%
(Missing)	495	31.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.11101010010089e+24	3	0.2%
1.11101010010123e+24	1	0.1%
1.11101020010001e+24	1	0.1%
1.1110109001015e+24	1	0.1%
1.11101130010032e+24	1	0.1%
1.11101150010001e+24	1	0.1%
1.11101320010114e+24	1	0.1%
1.11101340010002e+24	1	0.1%
1.11101380010038e+24	1	0.1%
1.11101400020002e+24	1	0.1%

Value	Count	Frequency (%)
1.17401100010737e+24	1	0.1%
1.17401100010685e+24	2	0.1%
1.17401100010347e+24	1	0.1%
1.17401090010447e+24	1	0.1%
1.17401090010306e+24	1	0.1%
1.17401090010233e+24	1	0.1%
1.17401090010038e+24	1	0.1%
1.17401090010023e+24	1	0.1%
1.1740108001053e+24	1	0.1%
1.174010800103e+24	1	0.1%

법정동코드
Real number (ℝ)

HIGH CORRELATION

Distinct	274
Distinct (%)	17.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.1451641 × 10⁹

Minimum	1.1110101 × 10⁹
Maximum	1.174011 × 10⁹
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	13.9 KiB

Quantile statistics

Minimum	1.1110101 × 10⁹
5-th percentile	1.1170113 × 10⁹
Q1	1.1305101 × 10⁹
median	1.1470102 × 10⁹
Q3	1.1620101 × 10⁹
95-th percentile	1.1710111 × 10⁹
Maximum	1.174011 × 10⁹
Range	63000900
Interquartile range (IQR)	31500000

Descriptive statistics

Standard deviation	18039588
Coefficient of variation (CV)	0.015752842
Kurtosis	-1.1451977
Mean	1.1451641 × 10⁹
Median Absolute Deviation (MAD)	15000000
Skewness	-0.1248711
Sum	1.7921818 × 10¹²
Variance	3.2542674 × 10¹⁴
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1162010200	41	2.6%
1150010300	36	2.3%
1162010100	35	2.2%
1147010300	31	2.0%
1135010500	30	1.9%
1147010100	30	1.9%
1154510300	25	1.6%
1147010200	23	1.5%
1154510200	23	1.5%
1132010700	22	1.4%
Other values (264)	1269	81.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1111010100	4	0.3%
1111010200	1	0.1%
1111011300	2	0.1%
1111011500	1	0.1%
1111011800	2	0.1%
1111013200	1	0.1%
1111013400	1	0.1%
1111013800	1	0.1%
1111014000	1	0.1%
1111014100	1	0.1%

Value	Count	Frequency (%)
1174011000	3	0.2%
1174010900	7	0.4%
1174010800	4	0.3%
1174010700	7	0.4%
1174010600	8	0.5%
1174010500	4	0.3%
1174010300	8	0.5%
1174010200	9	0.6%
1174010100	4	0.3%
1171011400	3	0.2%

행정동코드
Real number (ℝ)

HIGH CORRELATION

Distinct	538
Distinct (%)	34.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.1452019 × 10⁹

Minimum	1.1110141 × 10⁹
Maximum	1.17407 × 10⁹
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	13.9 KiB

Quantile statistics

Minimum	1.1110141 × 10⁹
5-th percentile	1.1170131 × 10⁹
Q1	1.1305102 × 10⁹
median	1.147058 × 10⁹
Q3	1.1620525 × 10⁹
95-th percentile	1.1710646 × 10⁹
Maximum	1.17407 × 10⁹
Range	63055900
Interquartile range (IQR)	31542300

Descriptive statistics

Standard deviation	18042219
Coefficient of variation (CV)	0.015754619
Kurtosis	-1.1457104
Mean	1.1452019 × 10⁹
Median Absolute Deviation (MAD)	15047300
Skewness	-0.12485721
Sum	1.792241 × 10¹²
Variance	3.2552168 × 10¹⁴
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1150010300	20	1.3%
1132010700	14	0.9%
1150053500	11	0.7%
1171056600	10	0.6%
1168067000	10	0.6%
1171057000	10	0.6%
1156054000	9	0.6%
1154561000	9	0.6%
1138010400	9	0.6%
1123010600	9	0.6%
Other values (528)	1454	92.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1111014100	1	0.1%
1111014900	1	0.1%
1111016000	1	0.1%
1111016400	1	0.1%
1111017400	1	0.1%
1111017500	1	0.1%
1111017800	1	0.1%
1111018100	1	0.1%
1111018300	2	0.1%
1111051500	6	0.4%

Value	Count	Frequency (%)
1174070000	6	0.4%
1174069000	1	0.1%
1174068500	4	0.3%
1174064000	2	0.1%
1174062000	1	0.1%
1174061000	1	0.1%
1174060000	3	0.2%
1174059000	3	0.2%
1174058000	2	0.1%
1174056000	4	0.3%

상세주소
Text

Distinct	1530
Distinct (%)	97.8%
Missing	0
Missing (%)	0.0%
Memory size	12.4 KiB

Length

Max length	24
Median length	23
Mean length	19.133546
Min length	14

Characters and Unicode

Total characters	29944
Distinct characters	190
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	1496 ?
Unique (%)	95.6%

Sample

1st row	서울특별시 강동구 상일동 267-0
2nd row	서울특별시 강동구 상일동 166-0
3rd row	서울특별시 강동구 상일동 325-1
4th row	서울특별시 강서구 마곡동 743-5
5th row	서울특별시 강남구 일원동 692-0

Value	Count	Frequency (%)
서울특별시	1565	25.0%
강남구	120	1.9%
강서구	116	1.9%
송파구	90	1.4%
양천구	84	1.3%
관악구	80	1.3%
노원구	79	1.3%
영등포구	72	1.2%
성북구	67	1.1%
마포구	65	1.0%
Other values (1680)	3922	62.7%

Most occurring characters

Value	Count	Frequency (%)
	4695	15.7%
서	1822	6.1%
동	1768	5.9%
구	1647	5.5%
시	1590	5.3%
특	1565	5.2%
별	1565	5.2%
울	1565	5.2%
-	1440	4.8%
1	1177	3.9%
Other values (180)	11110	37.1%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	17507	58.5%
Decimal Number	6302	21.0%
Space Separator	4695	15.7%
Dash Punctuation	1440	4.8%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
서	1822	10.4%
동	1768	10.1%
구	1647	9.4%
시	1590	9.1%
특	1565	8.9%
별	1565	8.9%
울	1565	8.9%
강	349	2.0%
천	192	1.1%
포	177	1.0%
Other values (168)	5267	30.1%

Decimal Number

Value	Count	Frequency (%)
1	1177	18.7%
2	821	13.0%
0	820	13.0%
3	637	10.1%
4	585	9.3%
6	535	8.5%
5	512	8.1%
7	438	7.0%
8	417	6.6%
9	360	5.7%

Space Separator

Value	Count	Frequency (%)
	4695	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1440	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	17507	58.5%
Common	12437	41.5%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
서	1822	10.4%
동	1768	10.1%
구	1647	9.4%
시	1590	9.1%
특	1565	8.9%
별	1565	8.9%
울	1565	8.9%
강	349	2.0%
천	192	1.1%
포	177	1.0%
Other values (168)	5267	30.1%

Common

Value	Count	Frequency (%)
	4695	37.8%
-	1440	11.6%
1	1177	9.5%
2	821	6.6%
0	820	6.6%
3	637	5.1%
4	585	4.7%
6	535	4.3%
5	512	4.1%
7	438	3.5%
Other values (2)	777	6.2%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	17507	58.5%
ASCII	12437	41.5%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	4695	37.8%
-	1440	11.6%
1	1177	9.5%
2	821	6.6%
0	820	6.6%
3	637	5.1%
4	585	4.7%
6	535	4.3%
5	512	4.1%
7	438	3.5%
Other values (2)	777	6.2%

Hangul

Value	Count	Frequency (%)
서	1822	10.4%
동	1768	10.1%
구	1647	9.4%
시	1590	9.1%
특	1565	8.9%
별	1565	8.9%
울	1565	8.9%
강	349	2.0%
천	192	1.1%
포	177	1.0%
Other values (168)	5267	30.1%

시설면적
Real number (ℝ)

Distinct	1349
Distinct (%)	86.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5907.7898

Minimum	100
Maximum	378440
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	13.9 KiB

Quantile statistics

Minimum	100
5-th percentile	652.2
Q1	1642
median	3104
Q3	5210
95-th percentile	15143.2
Maximum	378440
Range	378340
Interquartile range (IQR)	3568

Descriptive statistics

Standard deviation	17176.859
Coefficient of variation (CV)	2.9074933
Kurtosis	229.54413
Mean	5907.7898
Median Absolute Deviation (MAD)	1648
Skewness	13.529215
Sum	9245691
Variance	2.950445 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
183	6	0.4%
1500	6	0.4%
2000	5	0.3%
4500	4	0.3%
100	4	0.3%
2850	4	0.3%
3000	4	0.3%
1200	4	0.3%
1000	4	0.3%
2600	4	0.3%
Other values (1339)	1520	97.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
100	4	0.3%
165	1	0.1%
183	6	0.4%
215	2	0.1%
230	1	0.1%
241	1	0.1%
245	1	0.1%
248	1	0.1%
298	2	0.1%
300	2	0.1%

Value	Count	Frequency (%)
378440	1	0.1%
284421	1	0.1%
225000	1	0.1%
219167	1	0.1%
195308	1	0.1%
128954	1	0.1%
109653	1	0.1%
103713	1	0.1%
80595	1	0.1%
77499	1	0.1%

경도
Real number (ℝ)

HIGH CORRELATION

Distinct	1560
Distinct (%)	99.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	126.98695

Minimum	126.79887
Maximum	127.17742
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	13.9 KiB

Quantile statistics

Minimum	126.79887
5-th percentile	126.83851
Q1	126.91168
median	127.00198
Q3	127.05842
95-th percentile	127.12925
Maximum	127.17742
Range	0.378551
Interquartile range (IQR)	0.146739

Descriptive statistics

Standard deviation	0.090461681
Coefficient of variation (CV)	0.00071236992
Kurtosis	-1.0303218
Mean	126.98695
Median Absolute Deviation (MAD)	0.073578
Skewness	-0.11316727
Sum	198734.57
Variance	0.0081833158
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
126.834761	2	0.1%
126.900072	2	0.1%
126.859337	2	0.1%
126.907121	2	0.1%
127.084164	2	0.1%
126.87255	1	0.1%
126.927082	1	0.1%
126.927102	1	0.1%
126.830476	1	0.1%
126.848128	1	0.1%
Other values (1550)	1550	99.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
126.798865	1	0.1%
126.80137	1	0.1%
126.804478	1	0.1%
126.806735	1	0.1%
126.806736	1	0.1%
126.806881	1	0.1%
126.808421	1	0.1%
126.808814	1	0.1%
126.809396	1	0.1%
126.810246	1	0.1%

Value	Count	Frequency (%)
127.177416	1	0.1%
127.177246	1	0.1%
127.175666	1	0.1%
127.174988	1	0.1%
127.173488	1	0.1%
127.172364	1	0.1%
127.170177	1	0.1%
127.1666	1	0.1%
127.165573	1	0.1%
127.164949	1	0.1%

위도
Real number (ℝ)

HIGH CORRELATION

Distinct	1560
Distinct (%)	99.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	37.548815

Minimum	37.4348
Maximum	37.688944
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	13.9 KiB

Quantile statistics

Minimum	37.4348
5-th percentile	37.471451
Q1	37.503732
median	37.544541
Q3	37.584591
95-th percentile	37.65008
Maximum	37.688944
Range	0.254144
Interquartile range (IQR)	0.080859

Descriptive statistics

Standard deviation	0.05466848
Coefficient of variation (CV)	0.0014559309
Kurtosis	-0.61964633
Mean	37.548815
Median Absolute Deviation (MAD)	0.040356
Skewness	0.38150369
Sum	58763.895
Variance	0.0029886427
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
37.565066	2	0.1%
37.554635	2	0.1%
37.651115	2	0.1%
37.585572	2	0.1%
37.540505	2	0.1%
37.592259	1	0.1%
37.58535	1	0.1%
37.581559	1	0.1%
37.584076	1	0.1%
37.58402	1	0.1%
Other values (1550)	1550	99.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
37.4348	1	0.1%
37.4396	1	0.1%
37.4415	1	0.1%
37.441878	1	0.1%
37.4432	1	0.1%
37.444908	1	0.1%
37.447082	1	0.1%
37.447159	1	0.1%
37.4472	1	0.1%
37.447424	1	0.1%

Value	Count	Frequency (%)
37.688944	1	0.1%
37.685617	1	0.1%
37.684918	1	0.1%
37.683826	1	0.1%
37.683796	1	0.1%
37.68264	1	0.1%
37.681102	1	0.1%
37.68059	1	0.1%
37.680387	1	0.1%
37.674342	1	0.1%

X좌표
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	1565
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	198845.34

Minimum	182234.23
Maximum	215674.66
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	13.9 KiB

Quantile statistics

Minimum	182234.23
5-th percentile	185723.69
Q1	192199.27
median	200174.91
Q3	205164.13
95-th percentile	211426.52
Maximum	215674.66
Range	33440.425
Interquartile range (IQR)	12964.862

Descriptive statistics

Standard deviation	7994.947
Coefficient of variation (CV)	0.040206861
Kurtosis	-1.0302671
Mean	198845.34
Median Absolute Deviation (MAD)	6505.9373
Skewness	-0.11291547
Sum	3.1119296 × 10⁸
Variance	63919178
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
214228.676957	1	0.1%
192863.435027	1	0.1%
193906.718463	1	0.1%
193559.456512	1	0.1%
193561.158595	1	0.1%
185015.685311	1	0.1%
186574.965851	1	0.1%
186698.355091	1	0.1%
186547.446133	1	0.1%
186006.16008	1	0.1%
Other values (1555)	1555	99.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
182234.234223	1	0.1%
182454.215907	1	0.1%
182727.854058	1	0.1%
182925.277944	1	0.1%
182925.825241	1	0.1%
182938.96747	1	0.1%
183076.339264	1	0.1%
183111.367626	1	0.1%
183161.444186	1	0.1%
183238.782762	1	0.1%

Value	Count	Frequency (%)
215674.658945	1	0.1%
215659.398125	1	0.1%
215518.956102	1	0.1%
215461.943504	1	0.1%
215329.631494	1	0.1%
215231.803084	1	0.1%
215038.125827	1	0.1%
214719.733721	1	0.1%
214631.326307	1	0.1%
214573.695414	1	0.1%

Y좌표
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	1565
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	549925.9

Minimum	537272.06
Maximum	565475.62
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	13.9 KiB

Quantile statistics

Minimum	537272.06
5-th percentile	541338.12
Q1	544919.03
median	549460.44
Q3	553897.86
95-th percentile	561163.21
Maximum	565475.62
Range	28203.563
Interquartile range (IQR)	8978.8257

Descriptive statistics

Standard deviation	6066.758
Coefficient of variation (CV)	0.011031955
Kurtosis	-0.61974897
Mean	549925.9
Median Absolute Deviation (MAD)	4485.4459
Skewness	0.38098696
Sum	8.6063404 × 10⁸
Variance	36805553
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
550093.516071	1	0.1%
560297.284718	1	0.1%
553558.395587	1	0.1%
553838.063366	1	0.1%
553831.867664	1	0.1%
547808.619601	1	0.1%
547175.54715	1	0.1%
547212.740128	1	0.1%
546780.388618	1	0.1%
547386.801464	1	0.1%
Other values (1555)	1555	99.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
537272.058854	1	0.1%
537804.782223	1	0.1%
538015.549173	1	0.1%
538057.290349	1	0.1%
538204.251823	1	0.1%
538393.820104	1	0.1%
538635.216046	1	0.1%
538644.009565	1	0.1%
538648.836314	1	0.1%
538672.195858	1	0.1%

Value	Count	Frequency (%)
565475.62227	1	0.1%
565106.516516	1	0.1%
565029.10332	1	0.1%
564907.59844	1	0.1%
564904.86212	1	0.1%
564776.552909	1	0.1%
564605.298683	1	0.1%
564548.418838	1	0.1%
564526.215832	1	0.1%
563855.112486	1	0.1%

Phik (φk)
Auto

Heatmap
Table

	시설번호	지역코드	시설일련번호	시군구명	도로명주소코드	법정동코드	행정동코드	시설면적	경도	위도	X좌표	Y좌표
시설번호	1.000	0.713	0.374	0.842	0.802	0.714	0.714	0.056	0.581	0.528	0.581	0.526
지역코드	0.713	1.000	0.405	1.000	1.000	1.000	1.000	0.025	0.897	0.901	0.897	0.901
시설일련번호	0.374	0.405	1.000	0.531	0.447	0.417	0.415	0.000	0.495	0.332	0.498	0.329
시군구명	0.842	1.000	0.531	1.000	1.000	1.000	1.000	0.075	0.936	0.920	0.936	0.920
도로명주소코드	0.802	1.000	0.447	1.000	1.000	1.000	1.000	0.067	0.905	0.902	0.905	0.902
법정동코드	0.714	1.000	0.417	1.000	1.000	1.000	1.000	0.053	0.900	0.899	0.901	0.899
행정동코드	0.714	1.000	0.415	1.000	1.000	1.000	1.000	0.052	0.901	0.899	0.901	0.899
시설면적	0.056	0.025	0.000	0.075	0.067	0.053	0.052	1.000	0.000	0.021	0.000	0.020
경도	0.581	0.897	0.495	0.936	0.905	0.900	0.901	0.000	1.000	0.620	1.000	0.620
위도	0.528	0.901	0.332	0.920	0.902	0.899	0.899	0.021	0.620	1.000	0.622	1.000
X좌표	0.581	0.897	0.498	0.936	0.905	0.901	0.901	0.000	1.000	0.622	1.000	0.622
Y좌표	0.526	0.901	0.329	0.920	0.902	0.899	0.899	0.020	0.620	1.000	0.622	1.000

Heatmap
Table

	시설번호	지역코드	시설일련번호	도로명주소코드	법정동코드	행정동코드	시설면적	경도	위도	X좌표	Y좌표	시군구명
시설번호	1.000	0.323	-0.115	0.302	0.321	0.324	0.195	0.333	-0.218	0.333	-0.218	0.532
지역코드	0.323	1.000	0.157	0.999	0.998	0.998	0.153	0.018	-0.679	0.018	-0.679	0.995
시설일련번호	-0.115	0.157	1.000	0.139	0.165	0.166	-0.086	-0.105	-0.116	-0.105	-0.116	0.216
도로명주소코드	0.302	0.999	0.139	1.000	1.000	0.998	0.201	0.095	-0.681	0.095	-0.681	0.152
법정동코드	0.321	0.998	0.165	1.000	1.000	0.998	0.152	0.019	-0.681	0.020	-0.681	0.992
행정동코드	0.324	0.998	0.166	0.998	0.998	1.000	0.155	0.019	-0.682	0.019	-0.682	0.992
시설면적	0.195	0.153	-0.086	0.201	0.152	0.155	1.000	0.171	-0.078	0.171	-0.078	0.032
경도	0.333	0.018	-0.105	0.095	0.019	0.019	0.171	1.000	0.173	1.000	0.173	0.682
위도	-0.218	-0.679	-0.116	-0.681	-0.681	-0.682	-0.078	0.173	1.000	0.173	1.000	0.638
X좌표	0.333	0.018	-0.105	0.095	0.020	0.019	0.171	1.000	0.173	1.000	0.173	0.682
Y좌표	-0.218	-0.679	-0.116	-0.681	-0.681	-0.682	-0.078	0.173	1.000	0.173	1.000	0.639
시군구명	0.532	0.995	0.216	0.152	0.992	0.992	0.032	0.682	0.638	0.682	0.639	1.000

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	시설번호	지역코드	시설일련번호	시도명	시군구명	수용시설명	도로명주소코드	법정동코드	행정동코드	상세주소	시설면적	경도	위도	X좌표	Y좌표
0	80	1174000000	51	서울특별시	강동구	강동고등학교 운동장	1174010300102670000020190	1174010300	1174052000	서울특별시 강동구 상일동 267-0	4560	127.161019	37.550251	214228.676957	550093.516071
1	82	1174000000	52	서울특별시	강동구	한영고등학교 운동장	1174010300101660000020242	1174010300	1174052000	서울특별시 강동구 상일동 166-0	5380	127.157354	37.548818	213905.009707	549933.921501
2	83	1174000000	5	서울특별시	강동구	상일초등학교 운동장	1174010300103580002020462	1174010300	1174052000	서울특별시 강동구 상일동 325-1	2180	127.172364	37.546988	215231.803084	549733.199102
3	84	1150000000	132	서울특별시	강서구	서울공항초등학교 운동장	1150010500103990000000001	1150010500	1150060000	서울특별시 강서구 마곡동 743-5	2316	126.821753	37.562688	184251.606884	551476.642573
4	85	1168000000	123	서울특별시	강남구	중동중학교 운동장	1168011400106920000002797	1168011400	1168074000	서울특별시 강남구 일원동 692-0	4641	127.077793	37.488896	206879.937089	543274.55405
5	86	1130500000	42	서울특별시	강북구	혜화여자고등학교 운동장	1130510300104680043013738	1130510300	1130561000	서울특별시 강북구 수유동 468-43	2951	127.013177	37.630624	201163.159007	559001.981358
6	87	1130500000	26	서울특별시	강북구	강북중학교운동장	1130510300106940000008609	1130510300	1130563000	서울특별시 강북구 수유동 694	3312	127.025972	37.644769	202292.142448	560572.107689
7	88	1130500000	22	서울특별시	강북구	번동초등학교운동장	1130510200102360000014765	1130510200	1130560600	서울특별시 강북구 번동 236	3329	127.04075	37.628963	203597.169886	558818.262339
8	89	1130500000	23	서울특별시	강북구	오현초등학교운동장	1130510200102480000014782	1130510200	1130560600	서울특별시 강북구 번동 248	4045	127.046881	37.623176	204138.693408	558176.190286
9	90	1130500000	19	서울특별시	강북구	번동중학교운동장	1130510200102310000015894	1130510200	1130560000	서울특별시 강북구 번동 231	4356	127.036848	37.632117	203252.550465	559168.171608

	시설번호	지역코드	시설일련번호	시도명	시군구명	수용시설명	도로명주소코드	법정동코드	행정동코드	상세주소	시설면적	경도	위도	X좌표	Y좌표
1555	10983	1130500000	69	서울특별시	강북구	우이초등학교 운동장	1130510300104090006003678	1130510300	1130566000	서울특별시 강북구 수유동 409-6	1105	127.014358	37.638359	201267.237748	559860.445767
1556	10334	1121500000	45	서울특별시	광진구	서울특별시 광진구 광나루로36길 47(구의동) 238-1	1121510300102380001024438	1121510300	1121585000	서울특별시 광진구 구의동 238-1	400	127.086314	37.542344	207628.03921	549207.312557
1557	10335	1129000000	69	서울특별시	성북구	여의도 순복음 성북교회	1129013600100800002054948	1129013600	1129068500	서울특별시 성북구 하월곡동 80-2	2827	127.034998	37.610088	203090.193353	556723.113181
1558	10336	1141000000	31	서울특별시	서대문구	신촌역 동측광장 공영주차장	<NA>	1141011200	1141055500	서울특별시 서대문구 대현동 121-7	2000	126.943103	37.559288	194972.818194	551085.899831
1559	10337	1153000000	34	서울특별시	구로구	구로구시설관리공단	1153010200107410028020990	1153010200	1153055000	서울특별시 구로구 구로동 741-27	1574	126.886954	37.489721	190002.442884	543369.326462
1560	10395	1168000000	73	서울특별시	강남구	강남구보건소 주차장	1168010500100080000015139	1168010500	1168059000	서울특별시 강남구 삼성동 8-0	1973	127.042004	37.516207	203713.444704	546303.703606
1561	10396	1168000000	72	서울특별시	강남구	강남구청 주차장	1168010500100160001014996	1168010500	1168059000	서울특별시 강남구 삼성동 16-1	4320	127.047245	37.517782	204176.627475	546478.709463
1562	10412	1117000000	71	서울특별시	용산구	한남동공영주차장	1117013100106850046000001	1117013100	1117068500	서울특별시 용산구 한남동 685-20	1051	127.000242	37.534831	200021.385207	548369.899688
1563	10413	1120000000	21	서울특별시	성동구	성동구보건소 주차장	1120010300100160001023804	1120010300	1120053500	서울특별시 성동구 홍익동 16-15	570	127.032952	37.567087	202911.221091	551950.454032
1564	10612	1130500000	70	서울특별시	강북구	강북구민운동장	1130510200200230001015771	1130510200	1130560000	서울특별시 강북구 번동 317-0	6514	127.037279	37.629316	203290.738761	558857.359073

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