gimi9 Pandas Profiling

Dataset statistics

Number of variables	44
Number of observations	299
Missing cells	2717
Missing cells (%)	20.7%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	109.6 KiB
Average record size in memory	375.4 B

Variable types

Categorical	21
Text	7
DateTime	4
Unsupported	6
Numeric	5
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	관악구
URL	https://data.seoul.go.kr/dataList/OA-18272/S/1/datasetView.do

Alerts

`개방자치단체코드` has constant value ""	Constant
`다중이용업소여부` has constant value ""	Constant
`업태구분명` is highly imbalanced (54.6%)	Imbalance
`위생업태명` is highly imbalanced (52.4%)	Imbalance
`남성종사자수` is highly imbalanced (61.3%)	Imbalance
`여성종사자수` is highly imbalanced (57.8%)	Imbalance
`총인원` is highly imbalanced (82.2%)	Imbalance
`보증액` is highly imbalanced (74.9%)	Imbalance
`월세액` is highly imbalanced (73.5%)	Imbalance
`시설총규모` is highly imbalanced (78.6%)	Imbalance
`인허가취소일자` has 299 (100.0%) missing values	Missing
`폐업일자` has 34 (11.4%) missing values	Missing
`휴업시작일자` has 299 (100.0%) missing values	Missing
`휴업종료일자` has 299 (100.0%) missing values	Missing
`재개업일자` has 299 (100.0%) missing values	Missing
`전화번호` has 79 (26.4%) missing values	Missing
`소재지면적` has 18 (6.0%) missing values	Missing
`소재지우편번호` has 9 (3.0%) missing values	Missing
`지번주소` has 9 (3.0%) missing values	Missing
`도로명주소` has 143 (47.8%) missing values	Missing
`도로명우편번호` has 145 (48.5%) missing values	Missing
`좌표정보(X)` has 10 (3.3%) missing values	Missing
`좌표정보(Y)` has 10 (3.3%) missing values	Missing
`공장생산직종업원수` has 144 (48.2%) missing values	Missing
`다중이용업소여부` has 26 (8.7%) missing values	Missing
`전통업소지정번호` has 299 (100.0%) missing values	Missing
`전통업소주된음식` has 299 (100.0%) missing values	Missing
`홈페이지` has 296 (99.0%) 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
`소재지면적` has 7 (2.3%) zeros	Zeros
`공장생산직종업원수` has 116 (38.8%) zeros	Zeros

Reproduction

Analysis started	2024-05-11 01:32:46.212960
Analysis finished	2024-05-11 01:32:48.148036
Duration	1.94 second
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

개방자치단체코드
Categorical

CONSTANT

Distinct	1
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	2.5 KiB

3200000	299

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	3200000
2nd row	3200000
3rd row	3200000
4th row	3200000
5th row	3200000

Common Values

Value	Count	Frequency (%)
3200000	299	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3200000	299	100.0%

관리번호
Text

UNIQUE

Distinct	299
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	2.5 KiB

Length

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

Characters and Unicode

Total characters	6578
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	299 ?
Unique (%)	100.0%

Sample

1st row	3200000-106-1899-00627
2nd row	3200000-106-1970-00340
3rd row	3200000-106-1973-00354
4th row	3200000-106-1978-00341
5th row	3200000-106-1982-00379

Value	Count	Frequency (%)
3200000-106-1899-00627	1	0.3%
3200000-106-2012-00012	1	0.3%
3200000-106-2012-00010	1	0.3%
3200000-106-2012-00009	1	0.3%
3200000-106-2012-00008	1	0.3%
3200000-106-2012-00007	1	0.3%
3200000-106-2012-00006	1	0.3%
3200000-106-2012-00005	1	0.3%
3200000-106-2012-00004	1	0.3%
3200000-106-2012-00003	1	0.3%
Other values (289)	289	96.7%

Most occurring characters

Value	Count	Frequency (%)
0	3102	47.2%
-	897	13.6%
2	624	9.5%
1	623	9.5%
3	412	6.3%
6	381	5.8%
9	206	3.1%
7	104	1.6%
8	80	1.2%
4	75	1.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	5681	86.4%
Dash Punctuation	897	13.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	3102	54.6%
2	624	11.0%
1	623	11.0%
3	412	7.3%
6	381	6.7%
9	206	3.6%
7	104	1.8%
8	80	1.4%
4	75	1.3%
5	74	1.3%

Dash Punctuation

Value	Count	Frequency (%)
-	897	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	6578	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	3102	47.2%
-	897	13.6%
2	624	9.5%
1	623	9.5%
3	412	6.3%
6	381	5.8%
9	206	3.1%
7	104	1.6%
8	80	1.2%
4	75	1.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	6578	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	3102	47.2%
-	897	13.6%
2	624	9.5%
1	623	9.5%
3	412	6.3%
6	381	5.8%
9	206	3.1%
7	104	1.6%
8	80	1.2%
4	75	1.1%

인허가일자
Date

Distinct	279
Distinct (%)	93.3%
Missing	0
Missing (%)	0.0%
Memory size	2.5 KiB

Minimum	1970-03-19 00:00:00
Maximum	2024-04-16 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

인허가취소일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	299
Missing (%)	100.0%
Memory size	2.8 KiB

영업상태코드
Categorical

Distinct	2
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Memory size	2.5 KiB

3	265
1	34

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	3
3rd row	3
4th row	3
5th row	3

Common Values

Value	Count	Frequency (%)
3	265	88.6%
1	34	11.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3	265	88.6%
1	34	11.4%

영업상태명
Categorical

Distinct	2
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Memory size	2.5 KiB

폐업	265
영업/정상	34

Length

Max length	5
Median length	2
Mean length	2.3411371
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
폐업	265	88.6%
영업/정상	34	11.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	265	88.6%
영업/정상	34	11.4%

상세영업상태코드
Categorical

Distinct	2
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Memory size	2.5 KiB

2	265
1	34

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	2
3rd row	2
4th row	2
5th row	2

Common Values

Value	Count	Frequency (%)
2	265	88.6%
1	34	11.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	265	88.6%
1	34	11.4%

상세영업상태명
Categorical

Distinct	2
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Memory size	2.5 KiB

폐업	265
영업	34

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	폐업
3rd row	폐업
4th row	폐업
5th row	폐업

Common Values

Value	Count	Frequency (%)
폐업	265	88.6%
영업	34	11.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	265	88.6%
영업	34	11.4%

폐업일자
Date

MISSING

Distinct	241
Distinct (%)	90.9%
Missing	34
Missing (%)	11.4%
Memory size	2.5 KiB

Minimum	1997-10-10 00:00:00
Maximum	2024-03-04 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

휴업시작일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	299
Missing (%)	100.0%
Memory size	2.8 KiB

휴업종료일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	299
Missing (%)	100.0%
Memory size	2.8 KiB

재개업일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	299
Missing (%)	100.0%
Memory size	2.8 KiB

전화번호
Text

MISSING

Distinct	189
Distinct (%)	85.9%
Missing	79
Missing (%)	26.4%
Memory size	2.5 KiB

Length

Max length	12
Median length	10
Mean length	9.1818182
Min length	2

Characters and Unicode

Total characters	2020
Distinct characters	12
Distinct categories	3 ?
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	183 ?
Unique (%)	83.2%

Sample

1st row	02 8735247
2nd row	02 8558422
3rd row	02 8899922
4th row	02 8548839
5th row	02

Value	Count	Frequency (%)
02	192	46.9%
070	4	1.0%
8749295	3	0.7%
876	2	0.5%
8866368	2	0.5%
878	2	0.5%
872	2	0.5%
889	2	0.5%
8713644	2	0.5%
8691159	2	0.5%
Other values (194)	196	47.9%

Most occurring characters

Value	Count	Frequency (%)
0	345	17.1%
8	314	15.5%
2	312	15.4%
	216	10.7%
7	153	7.6%
5	133	6.6%
6	125	6.2%
3	116	5.7%
1	105	5.2%
9	102	5.0%
Other values (2)	99	4.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1803	89.3%
Space Separator	216	10.7%
Dash Punctuation	1	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	345	19.1%
8	314	17.4%
2	312	17.3%
7	153	8.5%
5	133	7.4%
6	125	6.9%
3	116	6.4%
1	105	5.8%
9	102	5.7%
4	98	5.4%

Space Separator

Value	Count	Frequency (%)
	216	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	2020	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	345	17.1%
8	314	15.5%
2	312	15.4%
	216	10.7%
7	153	7.6%
5	133	6.6%
6	125	6.2%
3	116	5.7%
1	105	5.2%
9	102	5.0%
Other values (2)	99	4.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2020	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	345	17.1%
8	314	15.5%
2	312	15.4%
	216	10.7%
7	153	7.6%
5	133	6.6%
6	125	6.2%
3	116	5.7%
1	105	5.2%
9	102	5.0%
Other values (2)	99	4.9%

소재지면적
Real number (ℝ)

MISSING ZEROS

Distinct	238
Distinct (%)	84.7%
Missing	18
Missing (%)	6.0%
Infinite	0
Infinite (%)	0.0%
Mean	65.053665

Minimum	0
Maximum	386.26
Zeros	7
Zeros (%)	2.3%
Negative	0
Negative (%)	0.0%
Memory size	2.8 KiB

Quantile statistics

Minimum	0
5-th percentile	11.5
Q1	25.45
median	48
Q3	96.31
95-th percentile	159.86
Maximum	386.26
Range	386.26
Interquartile range (IQR)	70.86

Descriptive statistics

Standard deviation	53.651277
Coefficient of variation (CV)	0.82472335
Kurtosis	5.369701
Mean	65.053665
Median Absolute Deviation (MAD)	27
Skewness	1.77865
Sum	18280.08
Variance	2878.4595
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	7	2.3%
33.0	5	1.7%
100.0	5	1.7%
25.0	5	1.7%
20.0	4	1.3%
60.0	3	1.0%
13.2	2	0.7%
16.5	2	0.7%
57.0	2	0.7%
39.18	2	0.7%
Other values (228)	244	81.6%
(Missing)	18	6.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	7	2.3%
5.02	1	0.3%
5.5	1	0.3%
6.0	1	0.3%
9.36	1	0.3%
9.9	1	0.3%
10.92	1	0.3%
11.44	1	0.3%
11.5	1	0.3%
12.48	1	0.3%

Value	Count	Frequency (%)
386.26	1	0.3%
294.32	1	0.3%
264.0	1	0.3%
215.28	1	0.3%
209.28	1	0.3%
200.22	1	0.3%
198.0	1	0.3%
188.96	1	0.3%
180.0	1	0.3%
177.58	1	0.3%

소재지우편번호
Text

MISSING

Distinct	101
Distinct (%)	34.8%
Missing	9
Missing (%)	3.0%
Memory size	2.5 KiB

Length

Max length	7
Median length	6
Mean length	6.0758621
Min length	6

Characters and Unicode

Total characters	1762
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	37 ?
Unique (%)	12.8%

Sample

1st row	151899
2nd row	151880
3rd row	151835
4th row	151883
5th row	151876

Value	Count	Frequency (%)
151849	13	4.5%
151848	8	2.8%
151015	8	2.8%
151843	7	2.4%
151876	7	2.4%
151869	7	2.4%
151855	7	2.4%
151832	7	2.4%
151913	7	2.4%
151830	7	2.4%
Other values (91)	212	73.1%

Most occurring characters

Value	Count	Frequency (%)
1	630	35.8%
5	353	20.0%
8	282	16.0%
9	103	5.8%
0	92	5.2%
4	72	4.1%
3	69	3.9%
7	53	3.0%
2	52	3.0%
6	34	1.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1740	98.8%
Dash Punctuation	22	1.2%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	630	36.2%
5	353	20.3%
8	282	16.2%
9	103	5.9%
0	92	5.3%
4	72	4.1%
3	69	4.0%
7	53	3.0%
2	52	3.0%
6	34	2.0%

Dash Punctuation

Value	Count	Frequency (%)
-	22	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1762	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	630	35.8%
5	353	20.0%
8	282	16.0%
9	103	5.8%
0	92	5.2%
4	72	4.1%
3	69	3.9%
7	53	3.0%
2	52	3.0%
6	34	1.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1762	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	630	35.8%
5	353	20.0%
8	282	16.0%
9	103	5.8%
0	92	5.2%
4	72	4.1%
3	69	3.9%
7	53	3.0%
2	52	3.0%
6	34	1.9%

지번주소
Text

MISSING

Distinct	280
Distinct (%)	96.6%
Missing	9
Missing (%)	3.0%
Memory size	2.5 KiB

Length

Max length	42
Median length	38
Mean length	24.417241
Min length	17

Characters and Unicode

Total characters	7081
Distinct characters	88
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	270 ?
Unique (%)	93.1%

Sample

1st row	서울특별시 관악구 신림동 1576-16번지
2nd row	서울특별시 관악구 신림동 626-8
3rd row	서울특별시 관악구 봉천동 1603-9번지 10
4th row	서울특별시 관악구 신림동 637-14번지
5th row	서울특별시 관악구 신림동 541-0번지

Value	Count	Frequency (%)
서울특별시	290	22.9%
관악구	289	22.8%
봉천동	142	11.2%
신림동	138	10.9%
지하1층	14	1.1%
1층	12	0.9%
남현동	9	0.7%
지상1층	7	0.6%
지하	6	0.5%
지층	5	0.4%
Other values (326)	355	28.0%

Most occurring characters

Value	Count	Frequency (%)
	1231	17.4%
1	383	5.4%
동	295	4.2%
시	292	4.1%
서	291	4.1%
지	291	4.1%
구	290	4.1%
울	290	4.1%
악	290	4.1%
관	290	4.1%
Other values (78)	3138	44.3%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	3970	56.1%
Decimal Number	1568	22.1%
Space Separator	1231	17.4%
Dash Punctuation	282	4.0%
Open Punctuation	10	0.1%
Close Punctuation	10	0.1%
Other Punctuation	7	0.1%
Uppercase Letter	2	< 0.1%
Math Symbol	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	295	7.4%
시	292	7.4%
서	291	7.3%
지	291	7.3%
구	290	7.3%
울	290	7.3%
악	290	7.3%
관	290	7.3%
별	290	7.3%
특	290	7.3%
Other values (60)	1061	26.7%

Decimal Number

Value	Count	Frequency (%)
1	383	24.4%
6	176	11.2%
2	156	9.9%
5	150	9.6%
4	144	9.2%
9	129	8.2%
3	125	8.0%
0	124	7.9%
7	100	6.4%
8	81	5.2%

Uppercase Letter

Value	Count	Frequency (%)
B	1	50.0%
A	1	50.0%

Space Separator

Value	Count	Frequency (%)
	1231	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	282	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	10	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	10	100.0%

Other Punctuation

Value	Count	Frequency (%)
,	7	100.0%

Math Symbol

Value	Count	Frequency (%)
+	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	3970	56.1%
Common	3109	43.9%
Latin	2	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	295	7.4%
시	292	7.4%
서	291	7.3%
지	291	7.3%
구	290	7.3%
울	290	7.3%
악	290	7.3%
관	290	7.3%
별	290	7.3%
특	290	7.3%
Other values (60)	1061	26.7%

Common

Value	Count	Frequency (%)
	1231	39.6%
1	383	12.3%
-	282	9.1%
6	176	5.7%
2	156	5.0%
5	150	4.8%
4	144	4.6%
9	129	4.1%
3	125	4.0%
0	124	4.0%
Other values (6)	209	6.7%

Latin

Value	Count	Frequency (%)
B	1	50.0%
A	1	50.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	3970	56.1%
ASCII	3111	43.9%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	1231	39.6%
1	383	12.3%
-	282	9.1%
6	176	5.7%
2	156	5.0%
5	150	4.8%
4	144	4.6%
9	129	4.1%
3	125	4.0%
0	124	4.0%
Other values (8)	211	6.8%

Hangul

Value	Count	Frequency (%)
동	295	7.4%
시	292	7.4%
서	291	7.3%
지	291	7.3%
구	290	7.3%
울	290	7.3%
악	290	7.3%
관	290	7.3%
별	290	7.3%
특	290	7.3%
Other values (60)	1061	26.7%

도로명주소
Text

MISSING

Distinct	152
Distinct (%)	97.4%
Missing	143
Missing (%)	47.8%
Memory size	2.5 KiB

Length

Max length	54
Median length	43
Mean length	29.307692
Min length	21

Characters and Unicode

Total characters	4572
Distinct characters	134
Distinct categories	8 ?
Distinct scripts	3 ?
Distinct blocks	2 ?

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

Unique

Unique	148 ?
Unique (%)	94.9%

Sample

1st row	서울특별시 관악구 난곡로34나길 6 (신림동)
2nd row	서울특별시 관악구 남부순환로226길 23-10 (봉천동,10)
3rd row	서울특별시 관악구 은천로 9 (봉천동)
4th row	서울특별시 관악구 봉천로 571 (봉천동,지하1층)
5th row	서울특별시 관악구 원신2길 34 (신림동, 신림시장)

Value	Count	Frequency (%)
서울특별시	156	17.1%
관악구	155	17.0%
봉천동	75	8.2%
신림동	63	6.9%
1층	29	3.2%
남부순환로	13	1.4%
2층	10	1.1%
지하1층	9	1.0%
은천로	9	1.0%
봉천로	9	1.0%
Other values (265)	385	42.2%

Most occurring characters

Value	Count	Frequency (%)
	757	16.6%
1	192	4.2%
관	171	3.7%
악	170	3.7%
동	164	3.6%
서	161	3.5%
울	158	3.5%
)	158	3.5%
(	158	3.5%
시	158	3.5%
Other values (124)	2325	50.9%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	2669	58.4%
Space Separator	757	16.6%
Decimal Number	690	15.1%
Close Punctuation	158	3.5%
Open Punctuation	158	3.5%
Other Punctuation	116	2.5%
Dash Punctuation	22	0.5%
Uppercase Letter	2	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
관	171	6.4%
악	170	6.4%
동	164	6.1%
서	161	6.0%
울	158	5.9%
시	158	5.9%
특	157	5.9%
구	157	5.9%
별	156	5.8%
로	128	4.8%
Other values (107)	1089	40.8%

Decimal Number

Value	Count	Frequency (%)
1	192	27.8%
2	114	16.5%
3	76	11.0%
0	57	8.3%
5	55	8.0%
4	54	7.8%
6	50	7.2%
7	32	4.6%
8	31	4.5%
9	29	4.2%

Uppercase Letter

Value	Count	Frequency (%)
A	1	50.0%
B	1	50.0%

Space Separator

Value	Count	Frequency (%)
	757	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	158	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	158	100.0%

Other Punctuation

Value	Count	Frequency (%)
,	116	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	22	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	2669	58.4%
Common	1901	41.6%
Latin	2	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
관	171	6.4%
악	170	6.4%
동	164	6.1%
서	161	6.0%
울	158	5.9%
시	158	5.9%
특	157	5.9%
구	157	5.9%
별	156	5.8%
로	128	4.8%
Other values (107)	1089	40.8%

Common

Value	Count	Frequency (%)
	757	39.8%
1	192	10.1%
)	158	8.3%
(	158	8.3%
,	116	6.1%
2	114	6.0%
3	76	4.0%
0	57	3.0%
5	55	2.9%
4	54	2.8%
Other values (5)	164	8.6%

Latin

Value	Count	Frequency (%)
A	1	50.0%
B	1	50.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	2669	58.4%
ASCII	1903	41.6%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	757	39.8%
1	192	10.1%
)	158	8.3%
(	158	8.3%
,	116	6.1%
2	114	6.0%
3	76	4.0%
0	57	3.0%
5	55	2.9%
4	54	2.8%
Other values (7)	166	8.7%

Hangul

Value	Count	Frequency (%)
관	171	6.4%
악	170	6.4%
동	164	6.1%
서	161	6.0%
울	158	5.9%
시	158	5.9%
특	157	5.9%
구	157	5.9%
별	156	5.8%
로	128	4.8%
Other values (107)	1089	40.8%

도로명우편번호
Real number (ℝ)

MISSING

Distinct	85
Distinct (%)	55.2%
Missing	145
Missing (%)	48.5%
Infinite	0
Infinite (%)	0.0%
Mean	8765.4351

Minimum	7621
Maximum	8865
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.8 KiB

Quantile statistics

Minimum	7621
5-th percentile	8707
Q1	8739
median	8769
Q3	8796.75
95-th percentile	8856.35
Maximum	8865
Range	1244
Interquartile range (IQR)	57.75

Descriptive statistics

Standard deviation	103.19465
Coefficient of variation (CV)	0.011772907
Kurtosis	99.858544
Mean	8765.4351
Median Absolute Deviation (MAD)	30
Skewness	-8.9590437
Sum	1349877
Variance	10649.136
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
8719	5	1.7%
8739	5	1.7%
8750	5	1.7%
8782	5	1.7%
8793	4	1.3%
8784	4	1.3%
8789	4	1.3%
8788	3	1.0%
8727	3	1.0%
8742	3	1.0%
Other values (75)	113	37.8%
(Missing)	145	48.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
7621	1	0.3%
8700	1	0.3%
8701	1	0.3%
8702	3	1.0%
8703	1	0.3%
8707	2	0.7%
8708	1	0.3%
8709	1	0.3%
8711	1	0.3%
8713	1	0.3%

Value	Count	Frequency (%)
8865	2	0.7%
8863	1	0.3%
8861	2	0.7%
8857	3	1.0%
8856	1	0.3%
8854	1	0.3%
8849	1	0.3%
8848	1	0.3%
8846	3	1.0%
8845	2	0.7%

사업장명
Text

Distinct	281
Distinct (%)	94.0%
Missing	0
Missing (%)	0.0%
Memory size	2.5 KiB

Length

Max length	31
Median length	22
Mean length	6.1036789
Min length	2

Characters and Unicode

Total characters	1825
Distinct characters	374
Distinct categories	8 ?
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	264 ?
Unique (%)	88.3%

Sample

1st row	(주)나눔공동체
2nd row	성운유과
3rd row	관악식품공업사
4th row	광명제과
5th row	청미식품

Value	Count	Frequency (%)
주식회사	5	1.4%
커피	4	1.2%
coffee	3	0.9%
신선식품	3	0.9%
풍년식품	2	0.6%
천연식품	2	0.6%
우일식품	2	0.6%
주)나눔공동체	2	0.6%
한국가시오갈피재배협회	2	0.6%
동현통상	2	0.6%
Other values (310)	320	92.2%

Most occurring characters

Value	Count	Frequency (%)
식	86	4.7%
품	81	4.4%
	48	2.6%
이	41	2.2%
(	40	2.2%
)	40	2.2%
스	37	2.0%
주	35	1.9%
피	27	1.5%
리	27	1.5%
Other values (364)	1363	74.7%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	1528	83.7%
Lowercase Letter	113	6.2%
Space Separator	48	2.6%
Uppercase Letter	47	2.6%
Open Punctuation	40	2.2%
Close Punctuation	40	2.2%
Other Punctuation	8	0.4%
Dash Punctuation	1	0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
식	86	5.6%
품	81	5.3%
이	41	2.7%
스	37	2.4%
주	35	2.3%
피	27	1.8%
리	27	1.8%
커	26	1.7%
드	25	1.6%
푸	25	1.6%
Other values (319)	1118	73.2%

Lowercase Letter

Value	Count	Frequency (%)
e	16	14.2%
o	14	12.4%
r	9	8.0%
n	9	8.0%
s	7	6.2%
a	7	6.2%
f	7	6.2%
i	6	5.3%
y	5	4.4%
p	5	4.4%
Other values (10)	28	24.8%

Uppercase Letter

Value	Count	Frequency (%)
F	7	14.9%
C	6	12.8%
O	3	6.4%
M	3	6.4%
S	3	6.4%
E	3	6.4%
R	3	6.4%
A	3	6.4%
B	3	6.4%
G	2	4.3%
Other values (9)	11	23.4%

Other Punctuation

Value	Count	Frequency (%)
.	7	87.5%
&	1	12.5%

Space Separator

Value	Count	Frequency (%)
	48	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	40	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	40	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	1526	83.6%
Latin	160	8.8%
Common	137	7.5%
Han	2	0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
식	86	5.6%
품	81	5.3%
이	41	2.7%
스	37	2.4%
주	35	2.3%
피	27	1.8%
리	27	1.8%
커	26	1.7%
드	25	1.6%
푸	25	1.6%
Other values (318)	1116	73.1%

Latin

Value	Count	Frequency (%)
e	16	10.0%
o	14	8.8%
r	9	5.6%
n	9	5.6%
s	7	4.4%
F	7	4.4%
a	7	4.4%
f	7	4.4%
C	6	3.8%
i	6	3.8%
Other values (29)	72	45.0%

Common

Value	Count	Frequency (%)
	48	35.0%
(	40	29.2%
)	40	29.2%
.	7	5.1%
-	1	0.7%
&	1	0.7%

Han

Value	Count	Frequency (%)
愛	2	100.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	1526	83.6%
ASCII	297	16.3%
CJK	2	0.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
식	86	5.6%
품	81	5.3%
이	41	2.7%
스	37	2.4%
주	35	2.3%
피	27	1.8%
리	27	1.8%
커	26	1.7%
드	25	1.6%
푸	25	1.6%
Other values (318)	1116	73.1%

ASCII

Value	Count	Frequency (%)
	48	16.2%
(	40	13.5%
)	40	13.5%
e	16	5.4%
o	14	4.7%
r	9	3.0%
n	9	3.0%
s	7	2.4%
F	7	2.4%
a	7	2.4%
Other values (35)	100	33.7%

CJK

Value	Count	Frequency (%)
愛	2	100.0%

최종수정일자
Date

Distinct	249
Distinct (%)	83.3%
Missing	0
Missing (%)	0.0%
Memory size	2.5 KiB

Minimum	1999-02-22 00:00:00
Maximum	2024-04-26 15:17:37

Histogram

Histogram with fixed size bins (bins=50)

데이터갱신구분
Categorical

Distinct	2
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Memory size	2.5 KiB

I	222
U	77

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	I

Common Values

Value	Count	Frequency (%)
I	222	74.2%
U	77	25.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
i	222	74.2%
u	77	25.8%

데이터갱신일자
Date

Distinct	56
Distinct (%)	18.7%
Missing	0
Missing (%)	0.0%
Memory size	2.5 KiB

Minimum	2018-08-31 23:59:59
Maximum	2023-12-03 22:08:00

Histogram

Histogram with fixed size bins (bins=50)

업태구분명
Categorical

IMBALANCE

Distinct	3
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Memory size	2.5 KiB

식품제조가공업	243
기타 식품제조가공업	55
도시락제조업	1

Length

Max length	10
Median length	7
Mean length	7.548495
Min length	6

Unique

Unique	1 ?
Unique (%)	0.3%

Sample

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

Common Values

Value	Count	Frequency (%)
식품제조가공업	243	81.3%
기타 식품제조가공업	55	18.4%
도시락제조업	1	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
식품제조가공업	298	84.2%
기타	55	15.5%
도시락제조업	1	0.3%

좌표정보(X)
Real number (ℝ)

MISSING

Distinct	260
Distinct (%)	90.0%
Missing	10
Missing (%)	3.3%
Infinite	0
Infinite (%)	0.0%
Mean	194372.55

Minimum	183117.28
Maximum	198315.17
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.8 KiB

Quantile statistics

Minimum	183117.28
5-th percentile	191879.28
Q1	193108.16
median	194303.13
Q3	195880.85
95-th percentile	196874.02
Maximum	198315.17
Range	15197.893
Interquartile range (IQR)	2772.6956

Descriptive statistics

Standard deviation	1749.1378
Coefficient of variation (CV)	0.0089988931
Kurtosis	4.758225
Mean	194372.55
Median Absolute Deviation (MAD)	1376.7758
Skewness	-0.77697892
Sum	56173666
Variance	3059482.9
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
193957.944323928	3	1.0%
192875.641473476	3	1.0%
192096.349629652	3	1.0%
192907.998435918	3	1.0%
194765.424854219	2	0.7%
193392.187793429	2	0.7%
192174.723909669	2	0.7%
193578.742465284	2	0.7%
193524.803927514	2	0.7%
195042.018575645	2	0.7%
Other values (250)	265	88.6%
(Missing)	10	3.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
183117.281621173	1	0.3%
191084.937997691	1	0.3%
191128.308770063	1	0.3%
191190.030869923	1	0.3%
191214.160659729	1	0.3%
191250.724263753	1	0.3%
191439.696081567	2	0.7%
191508.163450457	1	0.3%
191562.399029785	1	0.3%
191599.370605007	1	0.3%

Value	Count	Frequency (%)
198315.174254041	1	0.3%
198210.417913572	1	0.3%
198059.477138778	1	0.3%
197875.712608802	1	0.3%
197853.70704131	1	0.3%
197842.730350319	1	0.3%
197793.560496642	1	0.3%
197754.665850664	1	0.3%
197546.64110951	1	0.3%
197267.105289725	1	0.3%

좌표정보(Y)
Real number (ℝ)

MISSING

Distinct	260
Distinct (%)	90.0%
Missing	10
Missing (%)	3.3%
Infinite	0
Infinite (%)	0.0%
Mean	442078.53

Minimum	439023.17
Maximum	451398.8
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.8 KiB

Quantile statistics

Minimum	439023.17
5-th percentile	440760.04
Q1	441606.82
median	442147.68
Q3	442590.3
95-th percentile	442995.9
Maximum	451398.8
Range	12375.638
Interquartile range (IQR)	983.47934

Descriptive statistics

Standard deviation	908.7548
Coefficient of variation (CV)	0.0020556411
Kurtosis	37.86165
Mean	442078.53
Median Absolute Deviation (MAD)	475.79076
Skewness	3.2846325
Sum	1.277607 × 10⁸
Variance	825835.29
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
441437.774867372	3	1.0%
440760.03645246	3	1.0%
442339.213626523	3	1.0%
442460.358193313	3	1.0%
441929.168470765	2	0.7%
442795.997366942	2	0.7%
441573.738036061	2	0.7%
443547.049696825	2	0.7%
442138.97718266	2	0.7%
442021.083674931	2	0.7%
Other values (250)	265	88.6%
(Missing)	10	3.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
439023.167125842	1	0.3%
439825.822160271	1	0.3%
439843.900681742	1	0.3%
439852.868058712	1	0.3%
439931.980156728	1	0.3%
440358.537758338	1	0.3%
440380.585173363	1	0.3%
440444.706886832	1	0.3%
440498.447701298	1	0.3%
440685.11304384	1	0.3%

Value	Count	Frequency (%)
451398.804774616	1	0.3%
443547.049696825	2	0.7%
443341.379446435	1	0.3%
443221.321009043	1	0.3%
443170.874650406	1	0.3%
443149.226765425	1	0.3%
443091.453335206	1	0.3%
443087.261787918	1	0.3%
443073.871803044	1	0.3%
443070.18671087	2	0.7%

위생업태명
Categorical

IMBALANCE

Distinct	4
Distinct (%)	1.3%
Missing	0
Missing (%)	0.0%
Memory size	2.5 KiB

식품제조가공업	238
기타 식품제조가공업	34
<NA>	26
도시락제조업	1

Length

Max length	10
Median length	7
Mean length	7.0769231
Min length	4

Unique

Unique	1 ?
Unique (%)	0.3%

Sample

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

Common Values

Value	Count	Frequency (%)
식품제조가공업	238	79.6%
기타 식품제조가공업	34	11.4%
<NA>	26	8.7%
도시락제조업	1	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
식품제조가공업	272	81.7%
기타	34	10.2%
na	26	7.8%
도시락제조업	1	0.3%

남성종사자수
Categorical

IMBALANCE

Distinct	5
Distinct (%)	1.7%
Missing	0
Missing (%)	0.0%
Memory size	2.5 KiB

<NA>	248
0	30
1	15
2	5
7	1

Length

Max length	4
Median length	4
Mean length	3.4882943
Min length	1

Unique

Unique	1 ?
Unique (%)	0.3%

Sample

1st row	1
2nd row	0
3rd row	7
4th row	<NA>
5th row	0

Common Values

Value	Count	Frequency (%)
<NA>	248	82.9%
0	30	10.0%
1	15	5.0%
2	5	1.7%
7	1	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	248	82.9%
0	30	10.0%
1	15	5.0%
2	5	1.7%
7	1	0.3%

여성종사자수
Categorical

IMBALANCE

Distinct	4
Distinct (%)	1.3%
Missing	0
Missing (%)	0.0%
Memory size	2.5 KiB

<NA>	248
0	37
1	10
2	4

Length

Max length	4
Median length	4
Mean length	3.4882943
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	248	82.9%
0	37	12.4%
1	10	3.3%
2	4	1.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	248	82.9%
0	37	12.4%
1	10	3.3%
2	4	1.3%

영업장주변구분명
Categorical

Distinct	4
Distinct (%)	1.3%
Missing	0
Missing (%)	0.0%
Memory size	2.5 KiB

<NA>	224
주택가주변	55
기타	18
아파트지역	2

Length

Max length	5
Median length	4
Mean length	4.0702341
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	224	74.9%
주택가주변	55	18.4%
기타	18	6.0%
아파트지역	2	0.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	224	74.9%
주택가주변	55	18.4%
기타	18	6.0%
아파트지역	2	0.7%

등급구분명
Categorical

Distinct	2
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Memory size	2.5 KiB

<NA>	224
기타	75

Length

Max length	4
Median length	4
Mean length	3.4983278
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	224	74.9%
기타	75	25.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	224	74.9%
기타	75	25.1%

급수시설구분명
Categorical

Distinct	2
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Memory size	2.5 KiB

<NA>	178
상수도전용	121

Length

Max length	5
Median length	4
Mean length	4.4046823
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	178	59.5%
상수도전용	121	40.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	178	59.5%
상수도전용	121	40.5%

총인원
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Memory size	2.5 KiB

<NA>	291
0	8

Length

Max length	4
Median length	4
Mean length	3.9197324
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	291	97.3%
0	8	2.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	291	97.3%
0	8	2.7%

본사종업원수
Categorical

Distinct	4
Distinct (%)	1.3%
Missing	0
Missing (%)	0.0%
Memory size	2.5 KiB

<NA>	148
0	142
1	8
2	1

Length

Max length	4
Median length	1
Mean length	2.4849498
Min length	1

Unique

Unique	1 ?
Unique (%)	0.3%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	148	49.5%
0	142	47.5%
1	8	2.7%
2	1	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	148	49.5%
0	142	47.5%
1	8	2.7%
2	1	0.3%

공장사무직종업원수
Categorical

Distinct	4
Distinct (%)	1.3%
Missing	0
Missing (%)	0.0%
Memory size	2.5 KiB

<NA>	148
0	141
1	9
6	1

Length

Max length	4
Median length	1
Mean length	2.4849498
Min length	1

Unique

Unique	1 ?
Unique (%)	0.3%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	148	49.5%
0	141	47.2%
1	9	3.0%
6	1	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	148	49.5%
0	141	47.2%
1	9	3.0%
6	1	0.3%

공장판매직종업원수
Categorical

Distinct	4
Distinct (%)	1.3%
Missing	0
Missing (%)	0.0%
Memory size	2.5 KiB

0	149
<NA>	148
1	1
9	1

Length

Max length	4
Median length	1
Mean length	2.4849498
Min length	1

Unique

Unique	2 ?
Unique (%)	0.7%

Sample

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

Common Values

Value	Count	Frequency (%)
0	149	49.8%
<NA>	148	49.5%
1	1	0.3%
9	1	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	149	49.8%
na	148	49.5%
1	1	0.3%
9	1	0.3%

공장생산직종업원수
Real number (ℝ)

MISSING ZEROS

Distinct	10
Distinct (%)	6.5%
Missing	144
Missing (%)	48.2%
Infinite	0
Infinite (%)	0.0%
Mean	0.78064516

Minimum	0
Maximum	11
Zeros	116
Zeros (%)	38.8%
Negative	0
Negative (%)	0.0%
Memory size	2.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0.5
95-th percentile	4.3
Maximum	11
Range	11
Interquartile range (IQR)	0.5

Descriptive statistics

Standard deviation	1.8385164
Coefficient of variation (CV)	2.3551243
Kurtosis	11.256923
Mean	0.78064516
Median Absolute Deviation (MAD)	0
Skewness	3.1483658
Sum	121
Variance	3.3801424
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0	116	38.8%
1	14	4.7%
4	8	2.7%
2	8	2.7%
5	3	1.0%
6	2	0.7%
8	1	0.3%
10	1	0.3%
11	1	0.3%
3	1	0.3%
(Missing)	144	48.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	116	38.8%
1	14	4.7%
2	8	2.7%
3	1	0.3%
4	8	2.7%
5	3	1.0%
6	2	0.7%
8	1	0.3%
10	1	0.3%
11	1	0.3%

Value	Count	Frequency (%)
11	1	0.3%
10	1	0.3%
8	1	0.3%
6	2	0.7%
5	3	1.0%
4	8	2.7%
3	1	0.3%
2	8	2.7%
1	14	4.7%
0	116	38.8%

건물소유구분명
Categorical

Distinct	3
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Memory size	2.5 KiB

<NA>	152
임대	105
자가	42

Length

Max length	4
Median length	4
Mean length	3.0167224
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	152	50.8%
임대	105	35.1%
자가	42	14.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	152	50.8%
임대	105	35.1%
자가	42	14.0%

보증액
Categorical

IMBALANCE

Distinct	6
Distinct (%)	2.0%
Missing	0
Missing (%)	0.0%
Memory size	2.5 KiB

<NA>	260
0	35
30000000	1
20000000	1
5000000	1

Length

Max length	8
Median length	4
Mean length	3.6989967
Min length	1

Unique

Unique	4 ?
Unique (%)	1.3%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	260	87.0%
0	35	11.7%
30000000	1	0.3%
20000000	1	0.3%
5000000	1	0.3%
10000000	1	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	260	87.0%
0	35	11.7%
30000000	1	0.3%
20000000	1	0.3%
5000000	1	0.3%
10000000	1	0.3%

월세액
Categorical

IMBALANCE

Distinct	5
Distinct (%)	1.7%
Missing	0
Missing (%)	0.0%
Memory size	2.5 KiB

<NA>	261
0	35
1700000	1
1000000	1
500000	1

Length

Max length	7
Median length	4
Mean length	3.6755853
Min length	1

Unique

Unique	3 ?
Unique (%)	1.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	261	87.3%
0	35	11.7%
1700000	1	0.3%
1000000	1	0.3%
500000	1	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	261	87.3%
0	35	11.7%
1700000	1	0.3%
1000000	1	0.3%
500000	1	0.3%

다중이용업소여부
Boolean

CONSTANT MISSING

Distinct	1
Distinct (%)	0.4%
Missing	26
Missing (%)	8.7%
Memory size	730.0 B

False	273
(Missing)	26

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	273	91.3%
(Missing)	26	8.7%

시설총규모
Categorical

IMBALANCE

Distinct	6
Distinct (%)	2.0%
Missing	0
Missing (%)	0.0%
Memory size	2.5 KiB

0.0	269
<NA>	26
4.0	1
49.0	1
4.6	1

Length

Max length	4
Median length	3
Mean length	3.090301
Min length	3

Unique

Unique	4 ?
Unique (%)	1.3%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	269	90.0%
<NA>	26	8.7%
4.0	1	0.3%
49.0	1	0.3%
4.6	1	0.3%
2.0	1	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	269	90.0%
na	26	8.7%
4.0	1	0.3%
49.0	1	0.3%
4.6	1	0.3%
2.0	1	0.3%

전통업소지정번호
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	299
Missing (%)	100.0%
Memory size	2.8 KiB

전통업소주된음식
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	299
Missing (%)	100.0%
Memory size	2.8 KiB

홈페이지
Text

MISSING

Distinct	3
Distinct (%)	100.0%
Missing	296
Missing (%)	99.0%
Memory size	2.5 KiB

Length

Max length	21
Median length	19
Mean length	17.666667
Min length	13

Characters and Unicode

Total characters	53
Distinct characters	17
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

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

Unique

Unique	3 ?
Unique (%)	100.0%

Sample

1st row	www.nanumfood.co.kr
2nd row	www.starcollege.or.kr
3rd row	www.coftea.kr

Value	Count	Frequency (%)
www.nanumfood.co.kr	1	33.3%
www.starcollege.or.kr	1	33.3%
www.coftea.kr	1	33.3%

Most occurring characters

Value	Count	Frequency (%)
w	9	17.0%
.	8	15.1%
o	6	11.3%
r	5	9.4%
a	3	5.7%
e	3	5.7%
c	3	5.7%
k	3	5.7%
t	2	3.8%
n	2	3.8%
Other values (7)	9	17.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	45	84.9%
Other Punctuation	8	15.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
w	9	20.0%
o	6	13.3%
r	5	11.1%
a	3	6.7%
e	3	6.7%
c	3	6.7%
k	3	6.7%
t	2	4.4%
n	2	4.4%
l	2	4.4%
Other values (6)	7	15.6%

Other Punctuation

Value	Count	Frequency (%)
.	8	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	45	84.9%
Common	8	15.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
w	9	20.0%
o	6	13.3%
r	5	11.1%
a	3	6.7%
e	3	6.7%
c	3	6.7%
k	3	6.7%
t	2	4.4%
n	2	4.4%
l	2	4.4%
Other values (6)	7	15.6%

Common

Value	Count	Frequency (%)
.	8	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	53	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
w	9	17.0%
.	8	15.1%
o	6	11.3%
r	5	9.4%
a	3	5.7%
e	3	5.7%
c	3	5.7%
k	3	5.7%
t	2	3.8%
n	2	3.8%
Other values (7)	9	17.0%

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	전통업소지정번호	전통업소주된음식	홈페이지
0	3200000	3200000-106-1899-00627	19991102	<NA>	3	폐업	2	폐업	20031103	<NA>	<NA>	<NA>	02 8735247	164.8	151899	서울특별시 관악구 신림동 1576-16번지	<NA>	<NA>	(주)나눔공동체	2003-02-26 00:00:00	I	2018-08-31 23:59:59.0	식품제조가공업	192949.350677	442285.117237	식품제조가공업	1	2	기타	기타	상수도전용	<NA>	0	0	0	8	임대	<NA>	<NA>	N	<NA>	<NA>	<NA>
1	3200000	3200000-106-1970-00340	19700319	<NA>	3	폐업	2	폐업	20210713	<NA>	<NA>	<NA>	02 8558422	103.2	151880	서울특별시 관악구 신림동 626-8	서울특별시 관악구 난곡로34나길 6 (신림동)	8854	성운유과	2021-07-13 10:13:49	U	2021-07-15 02:40:00.0	식품제조가공업	192926.353934	441148.437816	식품제조가공업	0	0	주택가주변	기타	상수도전용	0	0	0	0	6	자가	0	0	N	<NA>	<NA>	<NA>
2	3200000	3200000-106-1973-00354	19730113	<NA>	3	폐업	2	폐업	20161226	<NA>	<NA>	<NA>	02 8899922	209.28	151835	서울특별시 관악구 봉천동 1603-9번지 10	서울특별시 관악구 남부순환로226길 23-10 (봉천동,10)	8788	관악식품공업사	2016-03-14 17:01:07	I	2018-08-31 23:59:59.0	식품제조가공업	195880.854038	441905.294942	식품제조가공업	7	1	주택가주변	기타	상수도전용	<NA>	0	0	0	4	자가	<NA>	<NA>	N	<NA>	<NA>	<NA>
3	3200000	3200000-106-1978-00341	19780616	<NA>	3	폐업	2	폐업	20011121	<NA>	<NA>	<NA>	02 8548839	0.0	151883	서울특별시 관악구 신림동 637-14번지	<NA>	<NA>	광명제과	2000-02-11 00:00:00	I	2018-08-31 23:59:59.0	식품제조가공업	192866.607104	440902.89498	식품제조가공업	<NA>	<NA>	주택가주변	기타	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>
4	3200000	3200000-106-1982-00379	19821029	<NA>	3	폐업	2	폐업	19990304	<NA>	<NA>	<NA>	02	32.16	151876	서울특별시 관악구 신림동 541-0번지	<NA>	<NA>	청미식품	2001-09-29 00:00:00	I	2018-08-31 23:59:59.0	식품제조가공업	192096.34963	442339.213627	식품제조가공업	0	0	주택가주변	기타	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>
5	3200000	3200000-106-1985-00346	19850725	<NA>	3	폐업	2	폐업	19980907	<NA>	<NA>	<NA>	02 8617094	121.34	151903	서울특별시 관악구 신림동 1666-22번지	<NA>	<NA>	봉황식품	2001-09-29 00:00:00	I	2018-08-31 23:59:59.0	식품제조가공업	191084.937998	442045.986216	식품제조가공업	0	0	기타	기타	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>
6	3200000	3200000-106-1991-00381	19910516	<NA>	3	폐업	2	폐업	20050119	<NA>	<NA>	<NA>	02 8753434	88.59	151812	서울특별시 관악구 봉천동 1686-1번지	<NA>	<NA>	서울식품	2000-04-22 00:00:00	I	2018-08-31 23:59:59.0	식품제조가공업	196644.195463	441763.558535	식품제조가공업	0	0	주택가주변	기타	상수도전용	<NA>	0	0	0	10	임대	<NA>	<NA>	N	<NA>	<NA>	<NA>
7	3200000	3200000-106-1993-00342	19930820	<NA>	3	폐업	2	폐업	20040205	<NA>	<NA>	<NA>	02 8864351	105.15	151928	서울특별시 관악구 신림동 1456-13번지	<NA>	<NA>	낙원식품	2003-04-23 00:00:00	I	2018-08-31 23:59:59.0	식품제조가공업	193232.947218	442795.087153	식품제조가공업	<NA>	<NA>	주택가주변	기타	상수도전용	<NA>	0	0	0	1	자가	<NA>	<NA>	N	<NA>	<NA>	<NA>
8	3200000	3200000-106-1993-00375	19930319	<NA>	3	폐업	2	폐업	20030530	<NA>	<NA>	<NA>	02 8867322	70.44	151848	서울특별시 관악구 봉천동 1610-19번지	<NA>	<NA>	제일당면	2003-04-23 00:00:00	I	2018-08-31 23:59:59.0	식품제조가공업	195936.056801	441749.640411	식품제조가공업	<NA>	<NA>	주택가주변	기타	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>
9	3200000	3200000-106-1993-00387	19930906	<NA>	3	폐업	2	폐업	20110511	<NA>	<NA>	<NA>	02 8783311	131.06	151913	서울특별시 관악구 봉천동 954-1번지	<NA>	<NA>	재주식품	2010-08-17 16:05:21	I	2018-08-31 23:59:59.0	식품제조가공업	194434.469386	442757.652061	식품제조가공업	<NA>	<NA>	주택가주변	기타	상수도전용	<NA>	0	0	0	5	<NA>	<NA>	<NA>	N	<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
289	3200000	3200000-106-2022-00003	2022-06-20	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	02 876 2842	30.7	151-828	서울특별시 관악구 봉천동 635-665	서울특별시 관악구 국회단지길 67, 1층 (봉천동)	8713	함께사는세상	2024-04-26 15:13:18	U	2023-12-03 22:08:00.0	기타 식품제조가공업	194741.979689	442942.674207	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
290	3200000	3200000-106-2022-00004	2022-07-22	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	070 51510033	95.12	151-725	서울특별시 관악구 봉천동 31-1 관악프라자	서울특별시 관악구 관악로 212, 관악프라자 1층 (봉천동)	8737	사회적협동조합 스윗	2024-04-26 15:13:52	U	2023-12-03 22:08:00.0	기타 식품제조가공업	195963.335275	442381.53601	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
291	3200000	3200000-106-2022-00005	2022-08-23	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	36.3	151-803	서울특별시 관악구 봉천동 7-270 성지빌딩	서울특별시 관악구 관악로 249-1, 성지빌딩 4층 401호 (봉천동)	8727	김치찜에 진심	2024-04-26 15:14:34	U	2023-12-03 22:08:00.0	기타 식품제조가공업	196102.926116	442732.953916	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
292	3200000	3200000-106-2022-00006	2022-11-03	<NA>	3	폐업	2	폐업	2024-03-04	<NA>	<NA>	<NA>	<NA>	71.02	151-871	서울특별시 관악구 신림동 497-29	서울특별시 관악구 신사로 128, 3층 (신림동)	8702	헤이프커피로스터스	2024-03-05 13:49:24	U	2023-12-03 00:07:00.0	기타 식품제조가공업	192508.083211	442926.925963	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
293	3200000	3200000-106-2023-00001	2023-03-30	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	40.53	151-812	서울특별시 관악구 봉천동 1688-127	서울특별시 관악구 남부순환로 1947, B1층 (봉천동)	8801	로스터리 안밀	2024-04-26 15:15:07	U	2023-12-03 22:08:00.0	기타 식품제조가공업	196869.322042	441606.821757	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
294	3200000	3200000-106-2023-00002	2023-06-07	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	119.28	151-832	서울특별시 관악구 봉천동 1634-9	서울특별시 관악구 봉천로 616, 5층 (봉천동)	8793	티포인트스튜디오 커피로스터스	2024-04-26 15:15:50	U	2023-12-03 22:08:00.0	기타 식품제조가공업	196874.021008	441472.976437	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
295	3200000	3200000-106-2023-00003	2023-08-16	<NA>	3	폐업	2	폐업	2024-01-05	<NA>	<NA>	<NA>	<NA>	60.0	151-895	서울특별시 관악구 신림동 1524-5	서울특별시 관악구 신림로23길 28, 2층 일부호 (신림동)	8812	발루토	2024-01-05 10:37:52	U	2023-12-01 00:07:00.0	기타 식품제조가공업	194153.458583	440847.046527	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
296	3200000	3200000-106-2024-00001	2024-03-08	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	02 8449585	45.0	151-867	서울특별시 관악구 신림동 1633-8	서울특별시 관악구 문성로 244, 1층 1,2호 (신림동)	8843	르방팡	2024-04-26 15:16:27	U	2023-12-03 22:08:00.0	기타 식품제조가공업	193783.25434	441813.770397	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
297	3200000	3200000-106-2024-00002	2024-03-14	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	16.5	151-769	서울특별시 관악구 봉천동 1698-1 보라매삼성아파트	서울특별시 관악구 보라매로 62, 지하1층 10호 (봉천동, 보라매삼성아파트)	8709	제이에스푸드	2024-04-26 15:17:05	U	2023-12-03 22:08:00.0	기타 식품제조가공업	193578.742465	443547.049697	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
298	3200000	3200000-106-2024-00003	2024-04-16	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	25.0	151-893	서울특별시 관악구 신림동 485-24	서울특별시 관악구 남부순환로161길 30, 1층 (신림동)	8763	하프스텝	2024-04-26 15:17:37	U	2023-12-03 22:08:00.0	기타 식품제조가공업	192907.998436	442460.358193	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>

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ASCII

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Most occurring scripts

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ASCII

Most occurring characters

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Most occurring scripts

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Hangul

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Latin

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ASCII

Hangul

Most occurring characters

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