gimi9 Pandas Profiling

Dataset statistics

Number of variables	44
Number of observations	136
Missing cells	1195
Missing cells (%)	20.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	50.1 KiB
Average record size in memory	377.0 B

Variable types

Categorical	22
Text	7
DateTime	3
Unsupported	7
Numeric	4
Boolean	1

Dataset

Description	개방자치단체코드,관리번호,인허가일자,인허가취소일자,영업상태코드,영업상태명,상세영업상태코드,상세영업상태명,폐업일자,휴업시작일자,휴업종료일자,재개업일자,전화번호,소재지면적,소재지우편번호,지번주소,도로명주소,도로명우편번호,사업장명,최종수정일자,데이터갱신구분,데이터갱신일자,업태구분명,좌표정보(X),좌표정보(Y),위생업태명,남성종사자수,여성종사자수,영업장주변구분명,등급구분명,급수시설구분명,총인원,본사종업원수,공장사무직종업원수,공장판매직종업원수,공장생산직종업원수,건물소유구분명,보증액,월세액,다중이용업소여부,시설총규모,전통업소지정번호,전통업소주된음식,홈페이지
Author	송파구
URL	https://data.seoul.go.kr/dataList/OA-18325/S/1/datasetView.do

Alerts

`개방자치단체코드` has constant value ""	Constant
`업태구분명` has constant value ""	Constant
`다중이용업소여부` has constant value ""	Constant
`남성종사자수` is highly imbalanced (57.6%)	Imbalance
`여성종사자수` is highly imbalanced (56.4%)	Imbalance
`영업장주변구분명` is highly imbalanced (55.4%)	Imbalance
`등급구분명` is highly imbalanced (60.6%)	Imbalance
`총인원` is highly imbalanced (84.7%)	Imbalance
`보증액` is highly imbalanced (77.6%)	Imbalance
`월세액` is highly imbalanced (77.6%)	Imbalance
`인허가취소일자` has 136 (100.0%) missing values	Missing
`폐업일자` has 62 (45.6%) missing values	Missing
`휴업시작일자` has 136 (100.0%) missing values	Missing
`휴업종료일자` has 136 (100.0%) missing values	Missing
`재개업일자` has 136 (100.0%) missing values	Missing
`전화번호` has 42 (30.9%) missing values	Missing
`도로명주소` has 40 (29.4%) missing values	Missing
`도로명우편번호` has 41 (30.1%) missing values	Missing
`좌표정보(X)` has 7 (5.1%) missing values	Missing
`좌표정보(Y)` has 7 (5.1%) missing values	Missing
`다중이용업소여부` has 41 (30.1%) missing values	Missing
`전통업소지정번호` has 136 (100.0%) missing values	Missing
`전통업소주된음식` has 136 (100.0%) missing values	Missing
`홈페이지` has 136 (100.0%) missing values	Missing
`관리번호` has unique values	Unique
`인허가취소일자` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`휴업시작일자` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`휴업종료일자` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`재개업일자` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`전통업소지정번호` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`전통업소주된음식` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`홈페이지` is an unsupported type, check if it needs cleaning or further analysis	Unsupported

Reproduction

Analysis started	2024-05-11 06:15:38.632572
Analysis finished	2024-05-11 06:15:39.844345
Duration	1.21 second
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

개방자치단체코드
Categorical

CONSTANT

Distinct	1
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Memory size	1.2 KiB

3230000	136

Length

Max length	7
Median length	7
Mean length	7
Min length	7

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	3230000
2nd row	3230000
3rd row	3230000
4th row	3230000
5th row	3230000

Common Values

Value	Count	Frequency (%)
3230000	136	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3230000	136	100.0%

관리번호
Text

UNIQUE

Distinct	136
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	1.2 KiB

Length

Max length	22
Median length	22
Mean length	22
Min length	22

Characters and Unicode

Total characters	2992
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	136 ?
Unique (%)	100.0%

Sample

1st row	3230000-114-1986-00774
2nd row	3230000-114-1990-02111
3rd row	3230000-114-1991-00770
4th row	3230000-114-1992-00769
5th row	3230000-114-1995-00771

Value	Count	Frequency (%)
3230000-114-1986-00774	1	0.7%
3230000-114-1990-02111	1	0.7%
3230000-114-2015-00002	1	0.7%
3230000-114-2015-00001	1	0.7%
3230000-114-2014-00001	1	0.7%
3230000-114-2013-00004	1	0.7%
3230000-114-2013-00003	1	0.7%
3230000-114-2013-00002	1	0.7%
3230000-114-2013-00001	1	0.7%
3230000-114-1996-00744	1	0.7%
Other values (126)	126	92.6%

Most occurring characters

Value	Count	Frequency (%)
0	1171	39.1%
-	408	13.6%
1	405	13.5%
3	300	10.0%
2	295	9.9%
4	171	5.7%
9	94	3.1%
7	55	1.8%
6	34	1.1%
8	32	1.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	2584	86.4%
Dash Punctuation	408	13.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	1171	45.3%
1	405	15.7%
3	300	11.6%
2	295	11.4%
4	171	6.6%
9	94	3.6%
7	55	2.1%
6	34	1.3%
8	32	1.2%
5	27	1.0%

Dash Punctuation

Value	Count	Frequency (%)
-	408	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	2992	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	1171	39.1%
-	408	13.6%
1	405	13.5%
3	300	10.0%
2	295	9.9%
4	171	5.7%
9	94	3.1%
7	55	1.8%
6	34	1.1%
8	32	1.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2992	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	1171	39.1%
-	408	13.6%
1	405	13.5%
3	300	10.0%
2	295	9.9%
4	171	5.7%
9	94	3.1%
7	55	1.8%
6	34	1.1%
8	32	1.1%

인허가일자
Date

Distinct	130
Distinct (%)	95.6%
Missing	0
Missing (%)	0.0%
Memory size	1.2 KiB

Minimum	1986-08-16 00:00:00
Maximum	2023-03-21 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

인허가취소일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	136
Missing (%)	100.0%
Memory size	1.3 KiB

영업상태코드
Categorical

Distinct	2
Distinct (%)	1.5%
Missing	0
Missing (%)	0.0%
Memory size	1.2 KiB

3	74
1	62

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
3	74	54.4%
1	62	45.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3	74	54.4%
1	62	45.6%

영업상태명
Categorical

Distinct	2
Distinct (%)	1.5%
Missing	0
Missing (%)	0.0%
Memory size	1.2 KiB

폐업	74
영업/정상	62

Length

Max length	5
Median length	2
Mean length	3.3676471
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	폐업
2nd row	영업/정상
3rd row	폐업
4th row	폐업
5th row	영업/정상

Common Values

Value	Count	Frequency (%)
폐업	74	54.4%
영업/정상	62	45.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	74	54.4%
영업/정상	62	45.6%

상세영업상태코드
Categorical

Distinct	2
Distinct (%)	1.5%
Missing	0
Missing (%)	0.0%
Memory size	1.2 KiB

2	74
1	62

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
2	74	54.4%
1	62	45.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	74	54.4%
1	62	45.6%

상세영업상태명
Categorical

Distinct	2
Distinct (%)	1.5%
Missing	0
Missing (%)	0.0%
Memory size	1.2 KiB

폐업	74
영업	62

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	폐업
2nd row	영업
3rd row	폐업
4th row	폐업
5th row	영업

Common Values

Value	Count	Frequency (%)
폐업	74	54.4%
영업	62	45.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	74	54.4%
영업	62	45.6%

폐업일자
Real number (ℝ)

MISSING

Distinct	73
Distinct (%)	98.6%
Missing	62
Missing (%)	45.6%
Infinite	0
Infinite (%)	0.0%
Mean	20114280

Minimum	19940104
Maximum	20230117
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.3 KiB

Quantile statistics

Minimum	19940104
5-th percentile	19997233
Q1	20050396
median	20125480
Q3	20170866
95-th percentile	20220984
Maximum	20230117
Range	290013
Interquartile range (IQR)	120469.75

Descriptive statistics

Standard deviation	75569.74
Coefficient of variation (CV)	0.0037570193
Kurtosis	-1.0151877
Mean	20114280
Median Absolute Deviation (MAD)	64870
Skewness	-0.27721972
Sum	1.4884567 × 10⁹
Variance	5.7107855 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20060306	2	1.5%
20100216	1	0.7%
20120831	1	0.7%
20150904	1	0.7%
20130724	1	0.7%
20130129	1	0.7%
20220128	1	0.7%
20091110	1	0.7%
20161117	1	0.7%
20200918	1	0.7%
Other values (63)	63	46.3%
(Missing)	62	45.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
19940104	1	0.7%
19971027	1	0.7%
19980812	1	0.7%
19991129	1	0.7%
20000520	1	0.7%
20010410	1	0.7%
20010413	1	0.7%
20010524	1	0.7%
20010525	1	0.7%
20020121	1	0.7%

Value	Count	Frequency (%)
20230117	1	0.7%
20221201	1	0.7%
20221124	1	0.7%
20221115	1	0.7%
20220913	1	0.7%
20220128	1	0.7%
20211125	1	0.7%
20210812	1	0.7%
20210702	1	0.7%
20210125	1	0.7%

휴업시작일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	136
Missing (%)	100.0%
Memory size	1.3 KiB

휴업종료일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	136
Missing (%)	100.0%
Memory size	1.3 KiB

재개업일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	136
Missing (%)	100.0%
Memory size	1.3 KiB

전화번호
Text

MISSING

Distinct	91
Distinct (%)	96.8%
Missing	42
Missing (%)	30.9%
Memory size	1.2 KiB

Length

Max length	12
Median length	12
Mean length	10.978723
Min length	2

Characters and Unicode

Total characters	1032
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	88 ?
Unique (%)	93.6%

Sample

1st row	02 00000
2nd row	02 4116084
3rd row	02 4013211
4th row	02 4013211
5th row	02 4071171

Value	Count	Frequency (%)
02	79	37.4%
417	3	1.4%
418	3	1.4%
400	3	1.4%
423	3	1.4%
422	3	1.4%
0222403106	2	0.9%
5601	2	0.9%
414	2	0.9%
413	2	0.9%
Other values (102)	109	51.7%

Most occurring characters

Value	Count	Frequency (%)
0	215	20.8%
2	176	17.1%
	171	16.6%
4	108	10.5%
1	86	8.3%
3	76	7.4%
5	53	5.1%
8	49	4.7%
7	41	4.0%
6	37	3.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	861	83.4%
Space Separator	171	16.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	215	25.0%
2	176	20.4%
4	108	12.5%
1	86	10.0%
3	76	8.8%
5	53	6.2%
8	49	5.7%
7	41	4.8%
6	37	4.3%
9	20	2.3%

Space Separator

Value	Count	Frequency (%)
	171	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1032	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	215	20.8%
2	176	17.1%
	171	16.6%
4	108	10.5%
1	86	8.3%
3	76	7.4%
5	53	5.1%
8	49	4.7%
7	41	4.0%
6	37	3.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1032	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	215	20.8%
2	176	17.1%
	171	16.6%
4	108	10.5%
1	86	8.3%
3	76	7.4%
5	53	5.1%
8	49	4.7%
7	41	4.0%
6	37	3.6%

소재지면적
Text

Distinct	118
Distinct (%)	87.4%
Missing	1
Missing (%)	0.7%
Memory size	1.2 KiB

Length

Max length	8
Median length	6
Mean length	5.962963
Min length	3

Characters and Unicode

Total characters	805
Distinct characters	12
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	112 ?
Unique (%)	83.0%

Sample

1st row	.00
2nd row	1,987.39
3rd row	.00
4th row	.00
5th row	1,934.00

Value	Count	Frequency (%)
00	9	6.7%
350.00	3	2.2%
494.58	3	2.2%
600.00	3	2.2%
825.00	3	2.2%
539.25	2	1.5%
742.50	1	0.7%
650.00	1	0.7%
352.70	1	0.7%
524.48	1	0.7%
Other values (108)	108	80.0%

Most occurring characters

Value	Count	Frequency (%)
0	181	22.5%
.	135	16.8%
3	71	8.8%
4	59	7.3%
6	58	7.2%
5	54	6.7%
8	51	6.3%
9	51	6.3%
1	48	6.0%
7	48	6.0%
Other values (2)	49	6.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	661	82.1%
Other Punctuation	144	17.9%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	181	27.4%
3	71	10.7%
4	59	8.9%
6	58	8.8%
5	54	8.2%
8	51	7.7%
9	51	7.7%
1	48	7.3%
7	48	7.3%
2	40	6.1%

Other Punctuation

Value	Count	Frequency (%)
.	135	93.8%
,	9	6.2%

Most occurring scripts

Value	Count	Frequency (%)
Common	805	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	181	22.5%
.	135	16.8%
3	71	8.8%
4	59	7.3%
6	58	7.2%
5	54	6.7%
8	51	6.3%
9	51	6.3%
1	48	6.0%
7	48	6.0%
Other values (2)	49	6.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	805	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	181	22.5%
.	135	16.8%
3	71	8.8%
4	59	7.3%
6	58	7.2%
5	54	6.7%
8	51	6.3%
9	51	6.3%
1	48	6.0%
7	48	6.0%
Other values (2)	49	6.1%

소재지우편번호
Text

Distinct	74
Distinct (%)	54.8%
Missing	1
Missing (%)	0.7%
Memory size	1.2 KiB

Length

Max length	7
Median length	6
Mean length	6.2148148
Min length	6

Characters and Unicode

Total characters	839
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	44 ?
Unique (%)	32.6%

Sample

1st row	138160
2nd row	138915
3rd row	138885
4th row	138915
5th row	138881

Value	Count	Frequency (%)
138853	6	4.4%
138200	6	4.4%
138888	5	3.7%
138824	5	3.7%
138881	5	3.7%
138926	4	3.0%
138934	4	3.0%
138820	4	3.0%
138819	4	3.0%
138915	3	2.2%
Other values (64)	89	65.9%

Most occurring characters

Value	Count	Frequency (%)
8	256	30.5%
1	171	20.4%
3	169	20.1%
2	44	5.2%
0	42	5.0%
9	39	4.6%
4	30	3.6%
-	29	3.5%
5	28	3.3%
6	21	2.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	810	96.5%
Dash Punctuation	29	3.5%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
8	256	31.6%
1	171	21.1%
3	169	20.9%
2	44	5.4%
0	42	5.2%
9	39	4.8%
4	30	3.7%
5	28	3.5%
6	21	2.6%
7	10	1.2%

Dash Punctuation

Value	Count	Frequency (%)
-	29	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	839	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
8	256	30.5%
1	171	20.4%
3	169	20.1%
2	44	5.2%
0	42	5.0%
9	39	4.6%
4	30	3.6%
-	29	3.5%
5	28	3.3%
6	21	2.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	839	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
8	256	30.5%
1	171	20.4%
3	169	20.1%
2	44	5.2%
0	42	5.0%
9	39	4.6%
4	30	3.6%
-	29	3.5%
5	28	3.3%
6	21	2.5%

지번주소
Text

Distinct	128
Distinct (%)	94.8%
Missing	1
Missing (%)	0.7%
Memory size	1.2 KiB

Length

Max length	48
Median length	34
Mean length	24.651852
Min length	17

Characters and Unicode

Total characters	3328
Distinct characters	154
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	124 ?
Unique (%)	91.9%

Sample

1st row	서울특별시 송파구 가락동 산 600-0
2nd row	서울특별시 송파구 잠실동 40-1 롯데백화점 지하1층
3rd row	서울특별시 송파구 문정동 150-0
4th row	서울특별시 송파구 잠실동 40-1 롯데백화점 지하동
5th row	서울특별시 송파구 가락동 600

Value	Count	Frequency (%)
서울특별시	135	20.0%
송파구	135	20.0%
문정동	26	3.8%
잠실동	20	3.0%
가락동	17	2.5%
지상1층	16	2.4%
마천동	13	1.9%
지하1층	12	1.8%
방이동	11	1.6%
송파동	11	1.6%
Other values (197)	280	41.4%

Most occurring characters

Value	Count	Frequency (%)
	633	19.0%
1	187	5.6%
파	159	4.8%
동	150	4.5%
송	147	4.4%
울	138	4.1%
서	137	4.1%
시	137	4.1%
별	136	4.1%
특	135	4.1%
Other values (144)	1369	41.1%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	1978	59.4%
Space Separator	633	19.0%
Decimal Number	572	17.2%
Dash Punctuation	92	2.8%
Uppercase Letter	13	0.4%
Open Punctuation	12	0.4%
Close Punctuation	12	0.4%
Other Punctuation	9	0.3%
Math Symbol	7	0.2%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
파	159	8.0%
동	150	7.6%
송	147	7.4%
울	138	7.0%
서	137	6.9%
시	137	6.9%
별	136	6.9%
특	135	6.8%
구	135	6.8%
층	52	2.6%
Other values (119)	652	33.0%

Decimal Number

Value	Count	Frequency (%)
1	187	32.7%
0	73	12.8%
2	61	10.7%
8	52	9.1%
6	46	8.0%
7	36	6.3%
3	33	5.8%
5	31	5.4%
9	27	4.7%
4	26	4.5%

Uppercase Letter

Value	Count	Frequency (%)
B	4	30.8%
A	3	23.1%
N	2	15.4%
H	1	7.7%
K	1	7.7%
E	1	7.7%
C	1	7.7%

Other Punctuation

Value	Count	Frequency (%)
,	6	66.7%
.	2	22.2%
/	1	11.1%

Space Separator

Value	Count	Frequency (%)
	633	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	92	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	12	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	12	100.0%

Math Symbol

Value	Count	Frequency (%)
~	7	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	1978	59.4%
Common	1337	40.2%
Latin	13	0.4%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
파	159	8.0%
동	150	7.6%
송	147	7.4%
울	138	7.0%
서	137	6.9%
시	137	6.9%
별	136	6.9%
특	135	6.8%
구	135	6.8%
층	52	2.6%
Other values (119)	652	33.0%

Common

Value	Count	Frequency (%)
	633	47.3%
1	187	14.0%
-	92	6.9%
0	73	5.5%
2	61	4.6%
8	52	3.9%
6	46	3.4%
7	36	2.7%
3	33	2.5%
5	31	2.3%
Other values (8)	93	7.0%

Latin

Value	Count	Frequency (%)
B	4	30.8%
A	3	23.1%
N	2	15.4%
H	1	7.7%
K	1	7.7%
E	1	7.7%
C	1	7.7%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	1978	59.4%
ASCII	1350	40.6%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	633	46.9%
1	187	13.9%
-	92	6.8%
0	73	5.4%
2	61	4.5%
8	52	3.9%
6	46	3.4%
7	36	2.7%
3	33	2.4%
5	31	2.3%
Other values (15)	106	7.9%

Hangul

Value	Count	Frequency (%)
파	159	8.0%
동	150	7.6%
송	147	7.4%
울	138	7.0%
서	137	6.9%
시	137	6.9%
별	136	6.9%
특	135	6.8%
구	135	6.8%
층	52	2.6%
Other values (119)	652	33.0%

도로명주소
Text

MISSING

Distinct	96
Distinct (%)	100.0%
Missing	40
Missing (%)	29.4%
Memory size	1.2 KiB

Length

Max length	86
Median length	49
Mean length	37.3125
Min length	23

Characters and Unicode

Total characters	3582
Distinct characters	176
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	96 ?
Unique (%)	100.0%

Sample

1st row	서울특별시 송파구 올림픽로 240, 지하1층 (잠실동, 롯데백화점)
2nd row	서울특별시 송파구 양재대로 932, 판매동 2층 27-1호 (가락동, 가락시장)
3rd row	서울특별시 송파구 올림픽로 203, 7호동 (잠실동,종합상가)
4th row	서울특별시 송파구 가락로28길 7, 1층 (송파동)
5th row	서울특별시 송파구 양재대로 1222 (방이동)

Value	Count	Frequency (%)
서울특별시	96	14.3%
송파구	96	14.3%
지하1층	23	3.4%
1층	19	2.8%
지상1층	17	2.5%
문정동	15	2.2%
잠실동	12	1.8%
가락동	12	1.8%
올림픽로	11	1.6%
양재대로	9	1.3%
Other values (233)	360	53.7%

Most occurring characters

Value	Count	Frequency (%)
	575	16.1%
1	203	5.7%
,	148	4.1%
파	128	3.6%
동	123	3.4%
송	118	3.3%
시	100	2.8%
울	99	2.8%
로	99	2.8%
서	98	2.7%
Other values (166)	1891	52.8%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	2053	57.3%
Decimal Number	581	16.2%
Space Separator	575	16.1%
Other Punctuation	149	4.2%
Close Punctuation	97	2.7%
Open Punctuation	97	2.7%
Math Symbol	13	0.4%
Uppercase Letter	11	0.3%
Dash Punctuation	6	0.2%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
파	128	6.2%
동	123	6.0%
송	118	5.7%
시	100	4.9%
울	99	4.8%
로	99	4.8%
서	98	4.8%
구	96	4.7%
별	96	4.7%
특	96	4.7%
Other values (145)	1000	48.7%

Decimal Number

Value	Count	Frequency (%)
1	203	34.9%
2	83	14.3%
3	57	9.8%
0	56	9.6%
4	38	6.5%
5	35	6.0%
7	30	5.2%
8	28	4.8%
6	26	4.5%
9	25	4.3%

Uppercase Letter

Value	Count	Frequency (%)
B	5	45.5%
A	3	27.3%
C	2	18.2%
E	1	9.1%

Other Punctuation

Value	Count	Frequency (%)
,	148	99.3%
/	1	0.7%

Space Separator

Value	Count	Frequency (%)
	575	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	97	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	97	100.0%

Math Symbol

Value	Count	Frequency (%)
~	13	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	6	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	2053	57.3%
Common	1518	42.4%
Latin	11	0.3%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
파	128	6.2%
동	123	6.0%
송	118	5.7%
시	100	4.9%
울	99	4.8%
로	99	4.8%
서	98	4.8%
구	96	4.7%
별	96	4.7%
특	96	4.7%
Other values (145)	1000	48.7%

Common

Value	Count	Frequency (%)
	575	37.9%
1	203	13.4%
,	148	9.7%
)	97	6.4%
(	97	6.4%
2	83	5.5%
3	57	3.8%
0	56	3.7%
4	38	2.5%
5	35	2.3%
Other values (7)	129	8.5%

Latin

Value	Count	Frequency (%)
B	5	45.5%
A	3	27.3%
C	2	18.2%
E	1	9.1%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	2053	57.3%
ASCII	1529	42.7%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	575	37.6%
1	203	13.3%
,	148	9.7%
)	97	6.3%
(	97	6.3%
2	83	5.4%
3	57	3.7%
0	56	3.7%
4	38	2.5%
5	35	2.3%
Other values (11)	140	9.2%

Hangul

Value	Count	Frequency (%)
파	128	6.2%
동	123	6.0%
송	118	5.7%
시	100	4.9%
울	99	4.8%
로	99	4.8%
서	98	4.8%
구	96	4.7%
별	96	4.7%
특	96	4.7%
Other values (145)	1000	48.7%

도로명우편번호
Real number (ℝ)

MISSING

Distinct	64
Distinct (%)	67.4%
Missing	41
Missing (%)	30.1%
Infinite	0
Infinite (%)	0.0%
Mean	5689.0105

Minimum	5501
Maximum	5855
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.3 KiB

Quantile statistics

Minimum	5501
5-th percentile	5503
Q1	5612.5
median	5698
Q3	5796.5
95-th percentile	5849
Maximum	5855
Range	354
Interquartile range (IQR)	184

Descriptive statistics

Standard deviation	113.69233
Coefficient of variation (CV)	0.019984553
Kurtosis	-1.0874128
Mean	5689.0105
Median Absolute Deviation (MAD)	97
Skewness	-0.26109675
Sum	540456
Variance	12925.947
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
5699	5	3.7%
5748	3	2.2%
5673	3	2.2%
5501	3	2.2%
5503	3	2.2%
5837	2	1.5%
5852	2	1.5%
5849	2	1.5%
5809	2	1.5%
5758	2	1.5%
Other values (54)	68	50.0%
(Missing)	41	30.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
5501	3	2.2%
5502	1	0.7%
5503	3	2.2%
5505	2	1.5%
5507	2	1.5%
5509	1	0.7%
5510	2	1.5%
5528	1	0.7%
5551	1	0.7%
5554	2	1.5%

Value	Count	Frequency (%)
5855	2	1.5%
5852	2	1.5%
5849	2	1.5%
5842	1	0.7%
5841	1	0.7%
5840	1	0.7%
5838	2	1.5%
5837	2	1.5%
5833	1	0.7%
5823	1	0.7%

사업장명
Text

Distinct	133
Distinct (%)	97.8%
Missing	0
Missing (%)	0.0%
Memory size	1.2 KiB

Length

Max length	22
Median length	15
Mean length	10.330882
Min length	3

Characters and Unicode

Total characters	1405
Distinct characters	211
Distinct categories	7 ?
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	130 ?
Unique (%)	95.6%

Sample

1st row	목포상회
2nd row	롯데쇼핑(주)
3rd row	LG유통올림픽점
4th row	롯데쇼핑(주)
5th row	다농산업(주)

Value	Count	Frequency (%)
송파점	8	3.8%
주)지에스리테일	5	2.4%
마트	4	1.9%
롯데쇼핑(주	3	1.4%
롯데쇼핑(주)롯데슈퍼	3	1.4%
방이점	3	1.4%
주)이마트에브리데이	3	1.4%
잠실점	3	1.4%
더프레시	2	1.0%
주)진로마트잠실점	2	1.0%
Other values (167)	173	82.8%

Most occurring characters

Value	Count	Frequency (%)
마	82	5.8%
주	76	5.4%
)	73	5.2%
	73	5.2%
(	71	5.1%
트	66	4.7%
점	59	4.2%
이	32	2.3%
데	31	2.2%
스	30	2.1%
Other values (201)	812	57.8%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	1164	82.8%
Close Punctuation	73	5.2%
Space Separator	73	5.2%
Open Punctuation	71	5.1%
Uppercase Letter	17	1.2%
Decimal Number	5	0.4%
Other Punctuation	2	0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
마	82	7.0%
주	76	6.5%
트	66	5.7%
점	59	5.1%
이	32	2.7%
데	31	2.7%
스	30	2.6%
롯	27	2.3%
파	22	1.9%
리	21	1.8%
Other values (188)	718	61.7%

Uppercase Letter

Value	Count	Frequency (%)
G	7	41.2%
S	5	29.4%
L	2	11.8%
H	1	5.9%
C	1	5.9%
D	1	5.9%

Decimal Number

Value	Count	Frequency (%)
5	2	40.0%
2	2	40.0%
3	1	20.0%

Close Punctuation

Value	Count	Frequency (%)
)	73	100.0%

Space Separator

Value	Count	Frequency (%)
	73	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	71	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	1164	82.8%
Common	224	15.9%
Latin	17	1.2%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
마	82	7.0%
주	76	6.5%
트	66	5.7%
점	59	5.1%
이	32	2.7%
데	31	2.7%
스	30	2.6%
롯	27	2.3%
파	22	1.9%
리	21	1.8%
Other values (188)	718	61.7%

Common

Value	Count	Frequency (%)
)	73	32.6%
	73	32.6%
(	71	31.7%
5	2	0.9%
2	2	0.9%
.	2	0.9%
3	1	0.4%

Latin

Value	Count	Frequency (%)
G	7	41.2%
S	5	29.4%
L	2	11.8%
H	1	5.9%
C	1	5.9%
D	1	5.9%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	1164	82.8%
ASCII	241	17.2%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
마	82	7.0%
주	76	6.5%
트	66	5.7%
점	59	5.1%
이	32	2.7%
데	31	2.7%
스	30	2.6%
롯	27	2.3%
파	22	1.9%
리	21	1.8%
Other values (188)	718	61.7%

ASCII

Value	Count	Frequency (%)
)	73	30.3%
	73	30.3%
(	71	29.5%
G	7	2.9%
S	5	2.1%
5	2	0.8%
2	2	0.8%
.	2	0.8%
L	2	0.8%
H	1	0.4%
Other values (3)	3	1.2%

최종수정일자
Date

Distinct	130
Distinct (%)	95.6%
Missing	0
Missing (%)	0.0%
Memory size	1.2 KiB

Minimum	1999-11-29 00:00:00
Maximum	2024-05-08 15:50:25

Histogram

Histogram with fixed size bins (bins=50)

데이터갱신구분
Categorical

Distinct	2
Distinct (%)	1.5%
Missing	0
Missing (%)	0.0%
Memory size	1.2 KiB

I	81
U	55

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	I
2nd row	U
3rd row	I
4th row	I
5th row	U

Common Values

Value	Count	Frequency (%)
I	81	59.6%
U	55	40.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
i	81	59.6%
u	55	40.4%

데이터갱신일자
Date

Distinct	59
Distinct (%)	43.4%
Missing	0
Missing (%)	0.0%
Memory size	1.2 KiB

Minimum	2018-08-31 23:59:59
Maximum	2023-12-05 00:09:00

Histogram

Histogram with fixed size bins (bins=50)

업태구분명
Categorical

CONSTANT

Distinct	1
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Memory size	1.2 KiB

기타식품판매업	136

Length

Max length	7
Median length	7
Mean length	7
Min length	7

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
기타식품판매업	136	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
기타식품판매업	136	100.0%

좌표정보(X)
Real number (ℝ)

MISSING

Distinct	92
Distinct (%)	71.3%
Missing	7
Missing (%)	5.1%
Infinite	0
Infinite (%)	0.0%
Mean	210456.8

Minimum	206397.35
Maximum	213873.9
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.3 KiB

Quantile statistics

Minimum	206397.35
5-th percentile	207385.66
Q1	209248.2
median	210656.49
Q3	211453.05
95-th percentile	213266.75
Maximum	213873.9
Range	7476.5473
Interquartile range (IQR)	2204.8479

Descriptive statistics

Standard deviation	1716.3205
Coefficient of variation (CV)	0.0081552153
Kurtosis	-0.41038871
Mean	210456.8
Median Absolute Deviation (MAD)	1048.9021
Skewness	-0.20409503
Sum	27148927
Variance	2945756
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
209790.959909032	5	3.7%
210656.492508336	4	2.9%
213873.895223193	3	2.2%
211203.614270994	3	2.2%
213279.781081276	3	2.2%
210769.190920536	3	2.2%
213247.196130934	3	2.2%
209607.590372037	3	2.2%
208589.363343145	3	2.2%
211190.834272855	2	1.5%
Other values (82)	97	71.3%
(Missing)	7	5.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
206397.34797252	1	0.7%
206707.093888179	1	0.7%
206731.192156063	1	0.7%
207270.219021574	1	0.7%
207373.50021477	2	1.5%
207385.656211696	2	1.5%
207524.376834352	2	1.5%
207553.918225133	1	0.7%
207624.424720682	1	0.7%
208167.859971312	1	0.7%

Value	Count	Frequency (%)
213873.895223193	3	2.2%
213364.733770795	1	0.7%
213279.781081276	3	2.2%
213247.196130934	3	2.2%
213008.255811513	1	0.7%
212800.699970729	1	0.7%
212769.337053978	1	0.7%
212768.639964757	1	0.7%
212757.933640607	1	0.7%
212730.758000632	1	0.7%

좌표정보(Y)
Real number (ℝ)

MISSING

Distinct	92
Distinct (%)	71.3%
Missing	7
Missing (%)	5.1%
Infinite	0
Infinite (%)	0.0%
Mean	444348.16

Minimum	441426
Maximum	447916.04
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.3 KiB

Quantile statistics

Minimum	441426
5-th percentile	442004.05
Q1	443460.33
median	444543.05
Q3	445383.34
95-th percentile	446493.98
Maximum	447916.04
Range	6490.0439
Interquartile range (IQR)	1923.0044

Descriptive statistics

Standard deviation	1407.9437
Coefficient of variation (CV)	0.0031685598
Kurtosis	-0.37303582
Mean	444348.16
Median Absolute Deviation (MAD)	990.38693
Skewness	0.020118641
Sum	57320913
Variance	1982305.5
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
443481.212174317	5	3.7%
444673.567068173	4	2.9%
443725.000539999	3	2.2%
442928.193052622	3	2.2%
443674.682876425	3	2.2%
445359.948409671	3	2.2%
444020.568495222	3	2.2%
447120.577229325	3	2.2%
445455.90405262	3	2.2%
443144.417683801	2	1.5%
Other values (82)	97	71.3%
(Missing)	7	5.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
441426.0	1	0.7%
441446.0	1	0.7%
441590.062253247	1	0.7%
441725.293491662	2	1.5%
441833.16323518	1	0.7%
441971.271264751	1	0.7%
442053.227933005	2	1.5%
442116.0	1	0.7%
442179.0	1	0.7%
442328.447083979	1	0.7%

Value	Count	Frequency (%)
447916.043934269	1	0.7%
447608.658973902	1	0.7%
447471.180557382	1	0.7%
447120.577229325	3	2.2%
446519.612162961	1	0.7%
446455.526715924	1	0.7%
446156.529775445	1	0.7%
446147.977949052	1	0.7%
446014.471916419	1	0.7%
446007.966801057	1	0.7%

위생업태명
Categorical

Distinct	2
Distinct (%)	1.5%
Missing	0
Missing (%)	0.0%
Memory size	1.2 KiB

기타식품판매업	95
<NA>	41

Length

Max length	7
Median length	7
Mean length	6.0955882
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
기타식품판매업	95	69.9%
<NA>	41	30.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
기타식품판매업	95	69.9%
na	41	30.1%

남성종사자수
Categorical

IMBALANCE

Distinct	3
Distinct (%)	2.2%
Missing	0
Missing (%)	0.0%
Memory size	1.2 KiB

<NA>	116
0	18
1	2

Length

Max length	4
Median length	4
Mean length	3.5588235
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	116	85.3%
0	18	13.2%
1	2	1.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	116	85.3%
0	18	13.2%
1	2	1.5%

여성종사자수
Categorical

IMBALANCE

Distinct	3
Distinct (%)	2.2%
Missing	0
Missing (%)	0.0%
Memory size	1.2 KiB

<NA>	115
0	19
1	2

Length

Max length	4
Median length	4
Mean length	3.5367647
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	115	84.6%
0	19	14.0%
1	2	1.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	115	84.6%
0	19	14.0%
1	2	1.5%

영업장주변구분명
Categorical

IMBALANCE

Distinct	5
Distinct (%)	3.7%
Missing	0
Missing (%)	0.0%
Memory size	1.2 KiB

<NA>	110
주택가주변	10
기타	9
아파트지역	6
유흥업소밀집지역	1

Length

Max length	8
Median length	4
Mean length	4.0147059
Min length	2

Unique

Unique	1 ?
Unique (%)	0.7%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	110	80.9%
주택가주변	10	7.4%
기타	9	6.6%
아파트지역	6	4.4%
유흥업소밀집지역	1	0.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	110	80.9%
주택가주변	10	7.4%
기타	9	6.6%
아파트지역	6	4.4%
유흥업소밀집지역	1	0.7%

등급구분명
Categorical

IMBALANCE

Distinct	6
Distinct (%)	4.4%
Missing	0
Missing (%)	0.0%
Memory size	1.2 KiB

<NA>	110
기타	14
우수	8
자율	2
지도	1

Length

Max length	4
Median length	4
Mean length	3.6102941
Min length	1

Unique

Unique	2 ?
Unique (%)	1.5%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	110	80.9%
기타	14	10.3%
우수	8	5.9%
자율	2	1.5%
지도	1	0.7%
을	1	0.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	110	80.9%
기타	14	10.3%
우수	8	5.9%
자율	2	1.5%
지도	1	0.7%
을	1	0.7%

급수시설구분명
Categorical

Distinct	2
Distinct (%)	1.5%
Missing	0
Missing (%)	0.0%
Memory size	1.2 KiB

<NA>	107
상수도전용	29

Length

Max length	5
Median length	4
Mean length	4.2132353
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	107	78.7%
상수도전용	29	21.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	107	78.7%
상수도전용	29	21.3%

총인원
Categorical

IMBALANCE

Distinct	2
Distinct (%)	1.5%
Missing	0
Missing (%)	0.0%
Memory size	1.2 KiB

<NA>	133
0	3

Length

Max length	4
Median length	4
Mean length	3.9338235
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	133	97.8%
0	3	2.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	133	97.8%
0	3	2.2%

본사종업원수
Categorical

Distinct	2
Distinct (%)	1.5%
Missing	0
Missing (%)	0.0%
Memory size	1.2 KiB

<NA>	114
0	22

Length

Max length	4
Median length	4
Mean length	3.5147059
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	114	83.8%
0	22	16.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	114	83.8%
0	22	16.2%

공장사무직종업원수
Categorical

Distinct	2
Distinct (%)	1.5%
Missing	0
Missing (%)	0.0%
Memory size	1.2 KiB

<NA>	114
0	22

Length

Max length	4
Median length	4
Mean length	3.5147059
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	114	83.8%
0	22	16.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	114	83.8%
0	22	16.2%

공장판매직종업원수
Categorical

Distinct	2
Distinct (%)	1.5%
Missing	0
Missing (%)	0.0%
Memory size	1.2 KiB

<NA>	114
0	22

Length

Max length	4
Median length	4
Mean length	3.5147059
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	114	83.8%
0	22	16.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	114	83.8%
0	22	16.2%

공장생산직종업원수
Categorical

Distinct	2
Distinct (%)	1.5%
Missing	0
Missing (%)	0.0%
Memory size	1.2 KiB

<NA>	114
0	22

Length

Max length	4
Median length	4
Mean length	3.5147059
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	114	83.8%
0	22	16.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	114	83.8%
0	22	16.2%

건물소유구분명
Categorical

Distinct	3
Distinct (%)	2.2%
Missing	0
Missing (%)	0.0%
Memory size	1.2 KiB

<NA>	73
자가	32
임대	31

Length

Max length	4
Median length	4
Mean length	3.0735294
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	73	53.7%
자가	32	23.5%
임대	31	22.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	73	53.7%
자가	32	23.5%
임대	31	22.8%

보증액
Categorical

IMBALANCE

Distinct	3
Distinct (%)	2.2%
Missing	0
Missing (%)	0.0%
Memory size	1.2 KiB

<NA>	128
0	7
400000000	1

Length

Max length	9
Median length	4
Mean length	3.8823529
Min length	1

Unique

Unique	1 ?
Unique (%)	0.7%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	128	94.1%
0	7	5.1%
400000000	1	0.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	128	94.1%
0	7	5.1%
400000000	1	0.7%

월세액
Categorical

IMBALANCE

Distinct	3
Distinct (%)	2.2%
Missing	0
Missing (%)	0.0%
Memory size	1.2 KiB

<NA>	128
0	7
10000000	1

Length

Max length	8
Median length	4
Mean length	3.875
Min length	1

Unique

Unique	1 ?
Unique (%)	0.7%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	128	94.1%
0	7	5.1%
10000000	1	0.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	128	94.1%
0	7	5.1%
10000000	1	0.7%

다중이용업소여부
Boolean

CONSTANT MISSING

Distinct	1
Distinct (%)	1.1%
Missing	41
Missing (%)	30.1%
Memory size	404.0 B

False	95
(Missing)	41

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	95	69.9%
(Missing)	41	30.1%

시설총규모
Categorical

Distinct	2
Distinct (%)	1.5%
Missing	0
Missing (%)	0.0%
Memory size	1.2 KiB

0	95
<NA>	41

Length

Max length	4
Median length	1
Mean length	1.9044118
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
0	95	69.9%
<NA>	41	30.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	95	69.9%
na	41	30.1%

전통업소지정번호
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	136
Missing (%)	100.0%
Memory size	1.3 KiB

전통업소주된음식
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	136
Missing (%)	100.0%
Memory size	1.3 KiB

홈페이지
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	136
Missing (%)	100.0%
Memory size	1.3 KiB

First rows
Last rows

	개방자치단체코드	관리번호	인허가일자	인허가취소일자	영업상태코드	영업상태명	상세영업상태코드	상세영업상태명	폐업일자	휴업시작일자	휴업종료일자	재개업일자	전화번호	소재지면적	소재지우편번호	지번주소	도로명주소	도로명우편번호	사업장명	최종수정일자	데이터갱신구분	데이터갱신일자	업태구분명	좌표정보(X)	좌표정보(Y)	위생업태명	남성종사자수	여성종사자수	영업장주변구분명	등급구분명	급수시설구분명	총인원	본사종업원수	공장사무직종업원수	공장판매직종업원수	공장생산직종업원수	건물소유구분명	보증액	월세액	다중이용업소여부	시설총규모	전통업소지정번호	전통업소주된음식	홈페이지
0	3230000	3230000-114-1986-00774	19860816	<NA>	3	폐업	2	폐업	19940104	<NA>	<NA>	<NA>	02 00000	.00	138160	서울특별시 송파구 가락동 산 600-0	<NA>	<NA>	목포상회	2002-09-04 00:00:00	I	2018-08-31 23:59:59.0	기타식품판매업	<NA>	<NA>	기타식품판매업	1	0	주택가주변	지도	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	0	<NA>	<NA>	<NA>
1	3230000	3230000-114-1990-02111	19900829	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	02 4116084	1,987.39	138915	서울특별시 송파구 잠실동 40-1 롯데백화점 지하1층	서울특별시 송파구 올림픽로 240, 지하1층 (잠실동, 롯데백화점)	5554	롯데쇼핑(주)	2022-06-21 11:08:50	U	2021-12-05 22:03:00.0	기타식품판매업	208589.363343	445455.904053	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
2	3230000	3230000-114-1991-00770	19910329	<NA>	3	폐업	2	폐업	20030703	<NA>	<NA>	<NA>	02 4013211	.00	138885	서울특별시 송파구 문정동 150-0	<NA>	<NA>	LG유통올림픽점	2003-03-20 00:00:00	I	2018-08-31 23:59:59.0	기타식품판매업	210045.748264	442930.687285	기타식품판매업	1	1	주택가주변	을	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	0	<NA>	<NA>	<NA>
3	3230000	3230000-114-1992-00769	19920709	<NA>	3	폐업	2	폐업	19980812	<NA>	<NA>	<NA>	02 4013211	.00	138915	서울특별시 송파구 잠실동 40-1 롯데백화점 지하동	<NA>	<NA>	롯데쇼핑(주)	2002-09-04 00:00:00	I	2018-08-31 23:59:59.0	기타식품판매업	208589.363343	445455.904053	기타식품판매업	<NA>	<NA>	주택가주변	우수	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	0	<NA>	<NA>	<NA>
4	3230000	3230000-114-1995-00771	19950120	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	02 4071171	1,934.00	138881	서울특별시 송파구 가락동 600	서울특별시 송파구 양재대로 932, 판매동 2층 27-1호 (가락동, 가락시장)	5699	다농산업(주)	2021-04-08 12:06:16	U	2021-04-10 02:40:00.0	기타식품판매업	209790.959909	443481.212174	기타식품판매업	<NA>	<NA>	주택가주변	우수	상수도전용	<NA>	0	0	0	0	<NA>	<NA>	<NA>	N	0	<NA>	<NA>	<NA>
5	3230000	3230000-114-1996-00739	19960608	<NA>	3	폐업	2	폐업	20010413	<NA>	<NA>	<NA>	02 4037834	.00	138823	서울특별시 송파구 문정동 1-0 주공상가지하	<NA>	<NA>	해태유통문정영업소	2002-09-04 00:00:00	I	2018-08-31 23:59:59.0	기타식품판매업	211453.050927	443165.755656	기타식품판매업	<NA>	1	주택가주변	기타	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	0	<NA>	<NA>	<NA>
6	3230000	3230000-114-1996-00740	19960621	<NA>	3	폐업	2	폐업	20221201	<NA>	<NA>	<NA>	02 423 3774	646.54	138916	서울특별시 송파구 잠실동 27-6 종합상가 7호동	서울특별시 송파구 올림픽로 203, 7호동 (잠실동,종합상가)	5503	(주)지에스리테일잠실점	2022-12-01 13:50:17	U	2021-11-02 00:05:00.0	기타식품판매업	208187.623477	445589.718583	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
7	3230000	3230000-114-1996-00741	1996-06-25	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	0222403106	302.80	138-854	서울특별시 송파구 송파동 150-2	서울특별시 송파구 가락로28길 7, 1층 (송파동)	5671	홈플러스익스프레스 송파점	2024-03-18 13:24:48	U	2023-12-02 22:00:00.0	기타식품판매업	210252.906739	444914.307441	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
8	3230000	3230000-114-1996-00742	1996-06-26	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	02 4400785	876.64	138-829	서울특별시 송파구 방이동 89-11	서울특별시 송파구 양재대로 1222 (방이동)	5648	(주)이마트에브리데이 올림픽점	2024-05-07 16:19:16	U	2023-12-05 00:09:00.0	기타식품판매업	211619.36801	445963.384875	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
9	3230000	3230000-114-1996-00744	19960701	<NA>	3	폐업	2	폐업	20061020	<NA>	<NA>	<NA>	02 4225001	.00	138934	서울특별시 송파구 신천동 7-8 (장미상가B동101호)	<NA>	<NA>	(주)송호산업	2000-12-01 00:00:00	I	2018-08-31 23:59:59.0	기타식품판매업	<NA>	<NA>	기타식품판매업	0	0	아파트지역	기타	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	0	<NA>	<NA>	<NA>

	개방자치단체코드	관리번호	인허가일자	인허가취소일자	영업상태코드	영업상태명	상세영업상태코드	상세영업상태명	폐업일자	휴업시작일자	휴업종료일자	재개업일자	전화번호	소재지면적	소재지우편번호	지번주소	도로명주소	도로명우편번호	사업장명	최종수정일자	데이터갱신구분	데이터갱신일자	업태구분명	좌표정보(X)	좌표정보(Y)	위생업태명	남성종사자수	여성종사자수	영업장주변구분명	등급구분명	급수시설구분명	총인원	본사종업원수	공장사무직종업원수	공장판매직종업원수	공장생산직종업원수	건물소유구분명	보증액	월세액	다중이용업소여부	시설총규모	전통업소지정번호	전통업소주된음식	홈페이지
126	3230000	3230000-114-2020-00004	20200407	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	528.00	138916	서울특별시 송파구 잠실동 27 잠실주공아파트	서울특별시 송파구 송파대로 567, 1층 (잠실동, 잠실주공아파트)	5503	굿모닝 마트	2020-04-08 15:44:30	I	2020-04-09 00:23:32.0	기타식품판매업	208317.419891	445894.98085	기타식품판매업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	임대	<NA>	<NA>	N	0	<NA>	<NA>	<NA>
127	3230000	3230000-114-2020-00005	2020-07-29	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	727.64	138-883	서울특별시 송파구 가락동 479 헬리오시티	서울특별시 송파구 송파대로 345, 지하 1층 149호 (가락동, 헬리오시티)	5698	(주)이마트에브리데이 송파점	2024-05-03 16:44:00	U	2023-12-05 00:05:00.0	기타식품판매업	209412.19781	443928.783342	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
128	3230000	3230000-114-2020-00006	20200918	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	907.80	138855	서울특별시 송파구 오금동 18-9	서울특별시 송파구 마천로 57, 1,2층 (오금동)	5657	올스타푸드마켓	2020-09-18 10:49:14	I	2020-09-20 00:23:12.0	기타식품판매업	211173.348426	445135.15563	기타식품판매업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	임대	<NA>	<NA>	N	0	<NA>	<NA>	<NA>
129	3230000	3230000-114-2021-00001	20210326	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	494.58	138824	서울특별시 송파구 문정동 21-5 에코타워	서울특별시 송파구 송이로32길 18, 에코타워 1층 101호 (문정동)	5803	홈식자재마트(주)	2021-03-26 11:52:20	I	2021-03-28 00:22:59.0	기타식품판매업	211203.614271	442928.193053	기타식품판매업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	임대	<NA>	<NA>	N	0	<NA>	<NA>	<NA>
130	3230000	3230000-114-2021-00002	2021-04-30	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	989.40	138-829	서울특별시 송파구 방이동 89-12 BNK 올림픽프라자	서울특별시 송파구 양재대로 1220, 1층 (방이동)	5648	롯데쇼핑(주)롯데슈퍼올림픽점	2023-05-22 16:48:50	U	2022-12-04 22:04:00.0	기타식품판매업	211708.264682	445907.582851	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
131	3230000	3230000-114-2021-00003	20211008	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	312.86	138817	서울특별시 송파구 마천동 22-3 한주리버뷰아파트	서울특별시 송파구 마천로 243, 1층 101호,102호,103호,104호,105,106호 (마천동, 한주리버뷰아파트)	5733	썬 마켓	2022-09-20 10:33:42	U	2021-12-08 22:02:00.0	기타식품판매업	212730.758001	444154.133126	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
132	3230000	3230000-114-2021-00004	20211228	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	729.00	138881	서울특별시 송파구 가락동 600 가락동 농수산물도매시장	서울특별시 송파구 양재대로 932, 가락동 농수산물도매시장 가락몰 3관 2층 (가락동)	5699	(주)새농	2022-12-05 15:05:48	U	2021-11-02 00:07:00.0	기타식품판매업	209790.959909	443481.212174	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
133	3230000	3230000-114-2022-00001	20220204	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	146.00	138853	서울특별시 송파구 송파동 163-17	서울특별시 송파구 오금로32길 32, 지하1층 (송파동)	5672	(주)지에스리테일 GS 더프레시 송파2점	2022-08-09 11:06:47	U	2021-12-07 23:01:00.0	기타식품판매업	210432.726398	444603.003663	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
134	3230000	3230000-114-2022-00002	20221206	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	02 423 0211	742.50	138916	서울특별시 송파구 잠실동 27-6 잠실주공아파트	서울특별시 송파구 올림픽로 203, 잠실중앙상가 지하1층 7호 (잠실동)	5503	알파마트 5단지	2022-12-06 10:55:24	I	2021-11-02 00:08:00.0	기타식품판매업	208187.623477	445589.718583	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
135	3230000	3230000-114-2023-00001	2023-03-21	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	444.00	138-888	서울특별시 송파구 문정동 618 파크하비오	서울특별시 송파구 송파대로 111, 하비오길동 1층 호텔로 202동 137~144호 (문정동, 파크하비오)	5837	지에스더프레시 송파하비오점	2023-03-21 10:25:51	I	2022-12-02 22:03:00.0	기타식품판매업	210868.397497	442053.227933	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>

Overview

Variables

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Decimal Number

Dash Punctuation

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Most frequent character per script

Common

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ASCII

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Space Separator

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Dash Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Decimal Number

Uppercase Letter

Other Punctuation

Space Separator

Dash Punctuation

Open Punctuation

Close Punctuation

Math Symbol

Most occurring scripts

Most frequent character per script

Hangul

Common

Latin

Most occurring blocks

Most frequent character per block