Overview

Dataset statistics

Number of variables39
Number of observations122
Missing cells1352
Missing cells (%)28.4%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory40.2 KiB
Average record size in memory337.0 B

Variable types

Numeric14
Categorical18
Unsupported7

Dataset

Description번호,시도,시군구명,개방서비스명,개방서비스ID,개방자치단체코드,관리번호,인허가일자,인허가취소일자,영업상태구분코드,영업상태명,상세영업상태코드,상세영업상태명,폐업일자,휴업시작일자,휴업종료일자,재개업일자,소재지전화,소재지면적,소재지우편번호,소재지지번주소,소재지도로명주소,도로명우편번호,사업장명,최종수정시점,데이터갱신구분,데이터갱신일자,업태구분명,경도,위도,의료유사업종별명,종업원수,자격증소유자수,보조종업원수,시설관리자수,기타종업원수,병상수,욕실면적,총면적
Author행정안전부
URLhttps://data.gwd.go.kr//dataset/view?infId=OA-13675

Alerts

시도 has constant value "강원도" Constant
개방서비스명 has constant value "의료유사업" Constant
개방서비스ID has constant value "01_01_10_P" Constant
관리번호 has a high cardinality: 122 distinct values High cardinality
소재지전화 has a high cardinality: 90 distinct values High cardinality
소재지지번주소 has a high cardinality: 99 distinct values High cardinality
소재지도로명주소 has a high cardinality: 110 distinct values High cardinality
사업장명 has a high cardinality: 112 distinct values High cardinality
인허가취소일자 has 122 (100.0%) missing values Missing
폐업일자 has 65 (53.3%) missing values Missing
휴업시작일자 has 109 (89.3%) missing values Missing
휴업종료일자 has 108 (88.5%) missing values Missing
재개업일자 has 122 (100.0%) missing values Missing
소재지전화 has 28 (23.0%) missing values Missing
소재지면적 has 122 (100.0%) missing values Missing
소재지우편번호 has 45 (36.9%) missing values Missing
소재지지번주소 has 20 (16.4%) missing values Missing
소재지도로명주소 has 5 (4.1%) missing values Missing
도로명우편번호 has 39 (32.0%) missing values Missing
의료유사업종별명 has 9 (7.4%) missing values Missing
종업원수 has 25 (20.5%) missing values Missing
자격증소유자수 has 122 (100.0%) missing values Missing
보조종업원수 has 122 (100.0%) missing values Missing
시설관리자수 has 122 (100.0%) missing values Missing
기타종업원수 has 122 (100.0%) missing values Missing
병상수 has 36 (29.5%) missing values Missing
총면적 has 9 (7.4%) missing values Missing
번호 has unique values Unique
관리번호 has unique values Unique
최종수정시점 has unique values Unique
인허가취소일자 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
소재지면적 is an unsupported type, check if it needs cleaning or further analysis Unsupported
자격증소유자수 is an unsupported type, check if it needs cleaning or further analysis Unsupported
보조종업원수 is an unsupported type, check if it needs cleaning or further analysis Unsupported
시설관리자수 is an unsupported type, check if it needs cleaning or further analysis Unsupported
기타종업원수 is an unsupported type, check if it needs cleaning or further analysis Unsupported
종업원수 has 7 (5.7%) zeros Zeros

Reproduction

Analysis started2022-08-11 12:57:45.977934
Analysis finished2022-08-11 12:57:46.514915
Duration0.54 seconds
Software versionpandas-profiling v3.2.0
Download configurationconfig.json

Variables

번호
Real number (ℝ≥0)

UNIQUE

Distinct122
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean61.5
Minimum1
Maximum122
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.2 KiB
2022-08-11T21:57:46.608144image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile7.05
Q131.25
median61.5
Q391.75
95-th percentile115.95
Maximum122
Range121
Interquartile range (IQR)60.5

Descriptive statistics

Standard deviation35.36240942
Coefficient of variation (CV)0.5749985272
Kurtosis-1.2
Mean61.5
Median Absolute Deviation (MAD)30.5
Skewness0
Sum7503
Variance1250.5
MonotonicityNot monotonic
2022-08-11T21:57:46.815515image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1121
 
0.8%
201
 
0.8%
1191
 
0.8%
1201
 
0.8%
1211
 
0.8%
1221
 
0.8%
1141
 
0.8%
1151
 
0.8%
1161
 
0.8%
1181
 
0.8%
Other values (112)112
91.8%
ValueCountFrequency (%)
11
0.8%
21
0.8%
31
0.8%
41
0.8%
51
0.8%
61
0.8%
71
0.8%
81
0.8%
91
0.8%
101
0.8%
ValueCountFrequency (%)
1221
0.8%
1211
0.8%
1201
0.8%
1191
0.8%
1181
0.8%
1171
0.8%
1161
0.8%
1151
0.8%
1141
0.8%
1131
0.8%

시도
Categorical

CONSTANT
REJECTED

Distinct1
Distinct (%)0.8%
Missing0
Missing (%)0.0%
Memory size1.1 KiB
강원도
122 

Length

Max length3
Median length3
Mean length3
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
강원도122
100.0%

Length

2022-08-11T21:57:46.946020image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
Histogram of lengths of the category

Category Frequency Plot

2022-08-11T21:57:47.048193image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
ValueCountFrequency (%)
강원도122
100.0%

시군구명
Categorical

Distinct17
Distinct (%)13.9%
Missing0
Missing (%)0.0%
Memory size1.1 KiB
원주시
35 
춘천시
30 
강릉시
12 
홍천군
12 
속초시
8 
Other values (12)
25 

Length

Max length3
Median length3
Mean length3
Min length3

Unique

Unique6 ?
Unique (%)4.9%

Sample

1st row춘천시
2nd row춘천시
3rd row강릉시
4th row속초시
5th row춘천시

Common Values

ValueCountFrequency (%)
원주시35
28.7%
춘천시30
24.6%
강릉시12
 
9.8%
홍천군12
 
9.8%
속초시8
 
6.6%
정선군7
 
5.7%
동해시3
 
2.5%
인제군3
 
2.5%
태백시2
 
1.6%
양구군2
 
1.6%
Other values (7)8
 
6.6%

Length

2022-08-11T21:57:47.143399image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
원주시35
28.7%
춘천시30
24.6%
강릉시12
 
9.8%
홍천군12
 
9.8%
속초시8
 
6.6%
정선군7
 
5.7%
동해시3
 
2.5%
인제군3
 
2.5%
횡성군2
 
1.6%
태백시2
 
1.6%
Other values (7)8
 
6.6%

개방서비스명
Categorical

CONSTANT
REJECTED

Distinct1
Distinct (%)0.8%
Missing0
Missing (%)0.0%
Memory size1.1 KiB
의료유사업
122 

Length

Max length5
Median length5
Mean length5
Min length5

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
의료유사업122
100.0%

Length

2022-08-11T21:57:47.244006image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
Histogram of lengths of the category

Category Frequency Plot

2022-08-11T21:57:47.339274image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
ValueCountFrequency (%)
의료유사업122
100.0%

개방서비스ID
Categorical

CONSTANT
REJECTED

Distinct1
Distinct (%)0.8%
Missing0
Missing (%)0.0%
Memory size1.1 KiB
01_01_10_P
122 

Length

Max length10
Median length10
Mean length10
Min length10

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row01_01_10_P
2nd row01_01_10_P
3rd row01_01_10_P
4th row01_01_10_P
5th row01_01_10_P

Common Values

ValueCountFrequency (%)
01_01_10_P122
100.0%

Length

2022-08-11T21:57:47.416958image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
Histogram of lengths of the category

Category Frequency Plot

2022-08-11T21:57:47.510978image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
ValueCountFrequency (%)
01_01_10_p122
100.0%

개방자치단체코드
Real number (ℝ≥0)

Distinct17
Distinct (%)13.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean4215819.672
Minimum4180000
Maximum4350000
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.2 KiB
2022-08-11T21:57:47.586595image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/

Quantile statistics

Minimum4180000
5-th percentile4180000
Q14190000
median4190000
Q34247500
95-th percentile4319500
Maximum4350000
Range170000
Interquartile range (IQR)57500

Descriptive statistics

Standard deviation43954.14899
Coefficient of variation (CV)0.0104260031
Kurtosis0.9123167288
Mean4215819.672
Median Absolute Deviation (MAD)10000
Skewness1.368764059
Sum514330000
Variance1931967213
MonotonicityNot monotonic
2022-08-11T21:57:47.687956image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
Histogram with fixed size bins (bins=17)
ValueCountFrequency (%)
419000035
28.7%
418000030
24.6%
420000012
 
9.8%
425000012
 
9.8%
42300008
 
6.6%
42900007
 
5.7%
42100003
 
2.5%
43300003
 
2.5%
42200002
 
1.6%
42600002
 
1.6%
Other values (7)8
 
6.6%
ValueCountFrequency (%)
418000030
24.6%
419000035
28.7%
420000012
 
9.8%
42100003
 
2.5%
42200002
 
1.6%
42300008
 
6.6%
42400001
 
0.8%
425000012
 
9.8%
42600002
 
1.6%
42700001
 
0.8%
ValueCountFrequency (%)
43500001
 
0.8%
43400001
 
0.8%
43300003
 
2.5%
43200002
 
1.6%
43100001
 
0.8%
42900007
5.7%
42800001
 
0.8%
42700001
 
0.8%
42600002
 
1.6%
425000012
9.8%

관리번호
Categorical

HIGH CARDINALITY
UNIQUE

Distinct122
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size1.1 KiB
PHMB419984180029042400001
 
1
PHMB420164220024042400001
 
1
PHMB420214230018042400001
 
1
PHMB420214180029042400002
 
1
PHMB420224210020042400001
 
1
Other values (117)
117 

Length

Max length25
Median length25
Mean length24.94262295
Min length18

Unique

Unique122 ?
Unique (%)100.0%

Sample

1st rowPHMB419984180029042400001
2nd rowPHMB419754180029042400001
3rd rowPHMB420214200028042400002
4th rowPHMB420214230018042400001
5th rowPHMB420214180029042400002

Common Values

ValueCountFrequency (%)
PHMB4199841800290424000011
 
0.8%
PHMB4201642200240424000011
 
0.8%
PHMB4202142300180424000011
 
0.8%
PHMB4202141800290424000021
 
0.8%
PHMB4202242100200424000011
 
0.8%
PHMB4202041800290424000011
 
0.8%
PHMB4202041800290424000021
 
0.8%
PHMB4202042300180424000011
 
0.8%
PHMB4202042000280424000011
 
0.8%
PHMB4202041800290424000031
 
0.8%
Other values (112)112
91.8%

Length

2022-08-11T21:57:47.812549image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
phmb4199841800290424000011
 
0.8%
phmb4200642100200424000011
 
0.8%
phmb4200342300180424000011
 
0.8%
phmb4200442300180424000011
 
0.8%
phmb4201142300180424000021
 
0.8%
phmb4201242300180424000011
 
0.8%
phmb4201941800290424000021
 
0.8%
phmb4201941800290424000011
 
0.8%
phmb4201442500130424000021
 
0.8%
phmb4200942500130424000011
 
0.8%
Other values (112)112
91.8%

인허가일자
Real number (ℝ≥0)

Distinct119
Distinct (%)97.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean20086161.97
Minimum19710911
Maximum20220525
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.2 KiB
2022-08-11T21:57:47.935274image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/

Quantile statistics

Minimum19710911
5-th percentile19950938.7
Q120050239.5
median20101218.5
Q320140993.5
95-th percentile20200428.95
Maximum20220525
Range509614
Interquartile range (IQR)90754

Descriptive statistics

Standard deviation95000.66119
Coefficient of variation (CV)0.004729657231
Kurtosis4.405341024
Mean20086161.97
Median Absolute Deviation (MAD)40753
Skewness-1.747088257
Sum2450511760
Variance9025125627
MonotonicityNot monotonic
2022-08-11T21:57:48.204098image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
200705092
 
1.6%
199709232
 
1.6%
201902212
 
1.6%
200902181
 
0.8%
199803031
 
0.8%
202107141
 
0.8%
202112011
 
0.8%
202205251
 
0.8%
202004281
 
0.8%
202004271
 
0.8%
Other values (109)109
89.3%
ValueCountFrequency (%)
197109111
0.8%
197306201
0.8%
197503031
0.8%
197505011
0.8%
198505071
0.8%
199405121
0.8%
199509291
0.8%
199511231
0.8%
199606021
0.8%
199608221
0.8%
ValueCountFrequency (%)
202205251
0.8%
202112011
0.8%
202107141
0.8%
202104211
0.8%
202010071
0.8%
202005291
0.8%
202004291
0.8%
202004281
0.8%
202004271
0.8%
201912061
0.8%

인허가취소일자
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing122
Missing (%)100.0%
Memory size1.2 KiB

영업상태구분코드
Categorical

Distinct3
Distinct (%)2.5%
Missing0
Missing (%)0.0%
Memory size1.1 KiB
1
64 
3
57 
4
 
1

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique1 ?
Unique (%)0.8%

Sample

1st row3
2nd row3
3rd row1
4th row1
5th row1

Common Values

ValueCountFrequency (%)
164
52.5%
357
46.7%
41
 
0.8%

Length

2022-08-11T21:57:48.332266image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
Histogram of lengths of the category

Category Frequency Plot

2022-08-11T21:57:48.443163image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
ValueCountFrequency (%)
164
52.5%
357
46.7%
41
 
0.8%

영업상태명
Categorical

Distinct3
Distinct (%)2.5%
Missing0
Missing (%)0.0%
Memory size1.1 KiB
영업/정상
64 
폐업
57 
취소/말소/만료/정지/중지
 
1

Length

Max length14
Median length5
Mean length3.672131148
Min length2

Unique

Unique1 ?
Unique (%)0.8%

Sample

1st row폐업
2nd row폐업
3rd row영업/정상
4th row영업/정상
5th row영업/정상

Common Values

ValueCountFrequency (%)
영업/정상64
52.5%
폐업57
46.7%
취소/말소/만료/정지/중지1
 
0.8%

Length

2022-08-11T21:57:48.539529image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
Histogram of lengths of the category

Category Frequency Plot

2022-08-11T21:57:48.651228image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
ValueCountFrequency (%)
영업/정상64
52.5%
폐업57
46.7%
취소/말소/만료/정지/중지1
 
0.8%

상세영업상태코드
Categorical

Distinct3
Distinct (%)2.5%
Missing0
Missing (%)0.0%
Memory size1.1 KiB
13
64 
3
57 
24
 
1

Length

Max length2
Median length2
Mean length1.532786885
Min length1

Unique

Unique1 ?
Unique (%)0.8%

Sample

1st row3
2nd row3
3rd row13
4th row13
5th row13

Common Values

ValueCountFrequency (%)
1364
52.5%
357
46.7%
241
 
0.8%

Length

2022-08-11T21:57:48.745340image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
Histogram of lengths of the category

Category Frequency Plot

2022-08-11T21:57:48.848762image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
ValueCountFrequency (%)
1364
52.5%
357
46.7%
241
 
0.8%

상세영업상태명
Categorical

Distinct3
Distinct (%)2.5%
Missing0
Missing (%)0.0%
Memory size1.1 KiB
영업중
64 
폐업
57 
직권폐업
 
1

Length

Max length4
Median length3
Mean length2.540983607
Min length2

Unique

Unique1 ?
Unique (%)0.8%

Sample

1st row폐업
2nd row폐업
3rd row영업중
4th row영업중
5th row영업중

Common Values

ValueCountFrequency (%)
영업중64
52.5%
폐업57
46.7%
직권폐업1
 
0.8%

Length

2022-08-11T21:57:48.964036image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
Histogram of lengths of the category

Category Frequency Plot

2022-08-11T21:57:49.106915image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
ValueCountFrequency (%)
영업중64
52.5%
폐업57
46.7%
직권폐업1
 
0.8%

폐업일자
Real number (ℝ≥0)

MISSING

Distinct56
Distinct (%)98.2%
Missing65
Missing (%)53.3%
Infinite0
Infinite (%)0.0%
Mean20140611.96
Minimum20081130
Maximum20211101
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.2 KiB
2022-08-11T21:57:49.233193image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/

Quantile statistics

Minimum20081130
5-th percentile20090225.2
Q120110804
median20140414
Q320171226
95-th percentile20191069.2
Maximum20211101
Range129971
Interquartile range (IQR)60422

Descriptive statistics

Standard deviation36006.02877
Coefficient of variation (CV)0.001787732609
Kurtosis-1.228786373
Mean20140611.96
Median Absolute Deviation (MAD)30213
Skewness0.09751199863
Sum1148014882
Variance1296434108
MonotonicityNot monotonic
2022-08-11T21:57:49.409379image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
200902272
 
1.6%
200902181
 
0.8%
201108041
 
0.8%
202111011
 
0.8%
200909071
 
0.8%
201005031
 
0.8%
201003251
 
0.8%
201806081
 
0.8%
201701191
 
0.8%
201008091
 
0.8%
Other values (46)46
37.7%
(Missing)65
53.3%
ValueCountFrequency (%)
200811301
0.8%
200901291
0.8%
200902181
0.8%
200902272
1.6%
200909071
0.8%
200911201
0.8%
200912311
0.8%
201002171
0.8%
201003251
0.8%
201005031
0.8%
ValueCountFrequency (%)
202111011
0.8%
202006261
0.8%
201912301
0.8%
201910291
0.8%
201902271
0.8%
201902221
0.8%
201902201
0.8%
201811141
0.8%
201809281
0.8%
201806301
0.8%

휴업시작일자
Real number (ℝ≥0)

MISSING

Distinct13
Distinct (%)100.0%
Missing109
Missing (%)89.3%
Infinite0
Infinite (%)0.0%
Mean20144607.54
Minimum20090313
Maximum20210730
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.2 KiB
2022-08-11T21:57:49.560965image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/

Quantile statistics

Minimum20090313
5-th percentile20090801.4
Q120120330
median20141023
Q320160609
95-th percentile20204788.8
Maximum20210730
Range120417
Interquartile range (IQR)40279

Descriptive statistics

Standard deviation38897.97081
Coefficient of variation (CV)0.001930937137
Kurtosis-0.7579986081
Mean20144607.54
Median Absolute Deviation (MAD)20693
Skewness0.3147335405
Sum261879898
Variance1513052133
MonotonicityNot monotonic
2022-08-11T21:57:49.664605image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
Histogram with fixed size bins (bins=13)
ValueCountFrequency (%)
201212071
 
0.8%
202107301
 
0.8%
201410231
 
0.8%
201907011
 
0.8%
201509081
 
0.8%
202008281
 
0.8%
201203301
 
0.8%
200903131
 
0.8%
201606091
 
0.8%
201409011
 
0.8%
Other values (3)3
 
2.5%
(Missing)109
89.3%
ValueCountFrequency (%)
200903131
0.8%
200911271
0.8%
201101181
0.8%
201203301
0.8%
201212071
0.8%
201409011
0.8%
201410231
0.8%
201509081
0.8%
201511031
0.8%
201606091
0.8%
ValueCountFrequency (%)
202107301
0.8%
202008281
0.8%
201907011
0.8%
201606091
0.8%
201511031
0.8%
201509081
0.8%
201410231
0.8%
201409011
0.8%
201212071
0.8%
201203301
0.8%

휴업종료일자
Real number (ℝ≥0)

MISSING

Distinct14
Distinct (%)100.0%
Missing108
Missing (%)88.5%
Infinite0
Infinite (%)0.0%
Mean20150107.21
Minimum20090912
Maximum20211031
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.2 KiB
2022-08-11T21:57:49.777236image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/

Quantile statistics

Minimum20090912
5-th percentile20097163.7
Q120123254.5
median20151217
Q320167901
95-th percentile20204531
Maximum20211031
Range120119
Interquartile range (IQR)44646.5

Descriptive statistics

Standard deviation36558.09222
Coefficient of variation (CV)0.001814287727
Kurtosis-0.7512451949
Mean20150107.21
Median Absolute Deviation (MAD)25638
Skewness0.02587483773
Sum282101501
Variance1336494107
MonotonicityNot monotonic
2022-08-11T21:57:50.005284image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
Histogram with fixed size bins (bins=14)
ValueCountFrequency (%)
201302281
 
0.8%
202110311
 
0.8%
201702281
 
0.8%
201910011
 
0.8%
201512311
 
0.8%
202010311
 
0.8%
201209301
 
0.8%
200909121
 
0.8%
201607081
 
0.8%
201508311
 
0.8%
Other values (4)4
 
3.3%
(Missing)108
88.5%
ValueCountFrequency (%)
200909121
0.8%
201005301
0.8%
201107171
0.8%
201209301
0.8%
201302281
0.8%
201508311
0.8%
201512031
0.8%
201512311
0.8%
201607081
0.8%
201609201
0.8%
ValueCountFrequency (%)
202110311
0.8%
202010311
0.8%
201910011
0.8%
201702281
0.8%
201609201
0.8%
201607081
0.8%
201512311
0.8%
201512031
0.8%
201508311
0.8%
201302281
0.8%

재개업일자
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing122
Missing (%)100.0%
Memory size1.2 KiB

소재지전화
Categorical

HIGH CARDINALITY
MISSING

Distinct90
Distinct (%)95.7%
Missing28
Missing (%)23.0%
Memory size1.1 KiB
033-533-9494
 
2
033-638-0022
 
2
033-482-7896
 
2
033-901-9754
 
2
648-8858
 
1
Other values (85)
85 

Length

Max length13
Median length12
Mean length11.31914894
Min length8

Unique

Unique86 ?
Unique (%)91.5%

Sample

1st row033-243-9988
2nd row0336445511
3rd row033-262-1868
4th row033-261-9675
5th row033-252-6619

Common Values

ValueCountFrequency (%)
033-533-94942
 
1.6%
033-638-00222
 
1.6%
033-482-78962
 
1.6%
033-901-97542
 
1.6%
648-88581
 
0.8%
03364455111
 
0.8%
033-262-18681
 
0.8%
033-261-96751
 
0.8%
033-252-66191
 
0.8%
033-642-66631
 
0.8%
Other values (80)80
65.6%
(Missing)28
 
23.0%

Length

2022-08-11T21:57:50.131355image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
033-533-94942
 
2.1%
033-901-97542
 
2.1%
033-638-00222
 
2.1%
033-482-78962
 
2.1%
033-436-75881
 
1.1%
033)435-88171
 
1.1%
647-31001
 
1.1%
552-65371
 
1.1%
033-636-53011
 
1.1%
033-633-55991
 
1.1%
Other values (80)80
85.1%

소재지면적
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing122
Missing (%)100.0%
Memory size1.2 KiB

소재지우편번호
Real number (ℝ≥0)

MISSING

Distinct58
Distinct (%)75.3%
Missing45
Missing (%)36.9%
Infinite0
Infinite (%)0.0%
Mean219316.6234
Minimum25947
Maximum255804
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.2 KiB
2022-08-11T21:57:50.248200image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/

Quantile statistics

Minimum25947
5-th percentile200088.8
Q1200959
median220100
Q3233901
95-th percentile251315.4
Maximum255804
Range229857
Interquartile range (IQR)32942

Descriptive statistics

Standard deviation28485.17206
Coefficient of variation (CV)0.1298815002
Kurtosis27.5279827
Mean219316.6234
Median Absolute Deviation (MAD)13801
Skewness-3.994269878
Sum16887380
Variance811405027.5
MonotonicityNot monotonic
2022-08-11T21:57:50.376597image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
2339015
 
4.1%
2109203
 
2.5%
2209403
 
2.5%
2200703
 
2.5%
2508092
 
1.6%
2001702
 
1.6%
2009362
 
1.6%
2170602
 
1.6%
2201002
 
1.6%
2209382
 
1.6%
Other values (48)51
41.8%
(Missing)45
36.9%
ValueCountFrequency (%)
259471
0.8%
2000301
0.8%
2000411
0.8%
2000801
0.8%
2000911
0.8%
2001111
0.8%
2001121
0.8%
2001702
1.6%
2009311
0.8%
2009362
1.6%
ValueCountFrequency (%)
2558041
0.8%
2558021
0.8%
2528451
0.8%
2528331
0.8%
2509361
0.8%
2509301
0.8%
2508851
0.8%
2508641
0.8%
2508211
0.8%
2508131
0.8%

소재지지번주소
Categorical

HIGH CARDINALITY
MISSING

Distinct99
Distinct (%)97.1%
Missing20
Missing (%)16.4%
Memory size1.1 KiB
강원도 원주시 단계동 842번지 5호
 
2
강원도 원주시 단구동 114번지 14호
 
2
강원도 속초시 조양동 1419번지 40호
 
2
강원도 원주시 학성동 1061번지 5호 대성빌딩 112호
 
1
강원도 속초시 교동 963-4
 
1
Other values (94)
94 

Length

Max length36
Median length32
Mean length22.39215686
Min length15

Unique

Unique96 ?
Unique (%)94.1%

Sample

1st row강원도 춘천시 요선동 212번지 2호
2nd row강원도 춘천시 소양로1가 92번지 48호
3rd row강원도 속초시 교동 963-4
4th row강원도 춘천시 석사동 724-3
5th row강원도 동해시 천곡동 1058-20 현대열쇠

Common Values

ValueCountFrequency (%)
강원도 원주시 단계동 842번지 5호2
 
1.6%
강원도 원주시 단구동 114번지 14호2
 
1.6%
강원도 속초시 조양동 1419번지 40호2
 
1.6%
강원도 원주시 학성동 1061번지 5호 대성빌딩 112호1
 
0.8%
강원도 속초시 교동 963-41
 
0.8%
강원도 춘천시 석사동 724-31
 
0.8%
강원도 동해시 천곡동 1058-20 현대열쇠1
 
0.8%
강원도 강릉시 임당동 109-21
 
0.8%
강원도 고성군 간성읍 하리 22번지 2호1
 
0.8%
강원도 인제군 서화면 천도리 625-71
 
0.8%
Other values (89)89
73.0%
(Missing)20
 
16.4%

Length

2022-08-11T21:57:50.499573image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
강원도102
 
18.4%
원주시31
 
5.6%
춘천시25
 
4.5%
홍천군11
 
2.0%
5호10
 
1.8%
단계동9
 
1.6%
홍천읍7
 
1.3%
3호7
 
1.3%
정선군7
 
1.3%
9호7
 
1.3%
Other values (230)338
61.0%

소재지도로명주소
Categorical

HIGH CARDINALITY
MISSING

Distinct110
Distinct (%)94.0%
Missing5
Missing (%)4.1%
Memory size1.1 KiB
강원도 강릉시 옥천로62번길 24 (교동)
 
3
강원도 속초시 청호로1길 27 (조양동)
 
2
강원도 원주시 원일로 14-1 (인동)
 
2
강원도 원주시 장미공원길 24 (단계동)
 
2
강원도 속초시 먹거리2길 34 (교동)
 
2
Other values (105)
106 

Length

Max length46
Median length35
Mean length23.82905983
Min length17

Unique

Unique104 ?
Unique (%)88.9%

Sample

1st row강원도 춘천시 소양고개길 46 (요선동)
2nd row강원도 춘천시 소양정길 16-1 (소양로1가)
3rd row강원도 강릉시 옥천로62번길 24 (교동)
4th row강원도 속초시 먹거리길 18 2층 (교동)
5th row강원도 춘천시 애막골길3번길 61 1층 (석사동)

Common Values

ValueCountFrequency (%)
강원도 강릉시 옥천로62번길 24 (교동)3
 
2.5%
강원도 속초시 청호로1길 27 (조양동)2
 
1.6%
강원도 원주시 원일로 14-1 (인동)2
 
1.6%
강원도 원주시 장미공원길 24 (단계동)2
 
1.6%
강원도 속초시 먹거리2길 34 (교동)2
 
1.6%
강원도 원주시 치악로1570번길 2 (단구동)2
 
1.6%
강원도 춘천시 춘천로 312 4층 404호호 (후평동)1
 
0.8%
강원도 인제군 서화면 천도로 1101
 
0.8%
강원도 고성군 간성읍 간성로 751
 
0.8%
강원도 춘천시 춘주로201번길 11 (퇴계동)1
 
0.8%
Other values (100)100
82.0%
(Missing)5
 
4.1%

Length

2022-08-11T21:57:50.619388image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
강원도117
 
18.3%
원주시35
 
5.5%
춘천시29
 
4.5%
강릉시12
 
1.9%
단계동11
 
1.7%
2층11
 
1.7%
홍천군10
 
1.6%
속초시8
 
1.3%
교동8
 
1.3%
장미공원길7
 
1.1%
Other values (263)391
61.2%

도로명우편번호
Real number (ℝ≥0)

MISSING

Distinct74
Distinct (%)89.2%
Missing39
Missing (%)32.0%
Infinite0
Infinite (%)0.0%
Mean63000.37349
Minimum24222
Maximum250807
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.2 KiB
2022-08-11T21:57:50.741925image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/

Quantile statistics

Minimum24222
5-th percentile24320.9
Q124856.5
median26021
Q326476
95-th percentile229818.3
Maximum250807
Range226585
Interquartile range (IQR)1619.5

Descriptive statistics

Standard deviation77550.03909
Coefficient of variation (CV)1.230945704
Kurtosis0.6970039698
Mean63000.37349
Median Absolute Deviation (MAD)870
Skewness1.619062685
Sum5229031
Variance6014008563
MonotonicityNot monotonic
2022-08-11T21:57:50.864072image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
261503
 
2.5%
264363
 
2.5%
264812
 
1.6%
248552
 
1.6%
2209382
 
1.6%
264412
 
1.6%
255512
 
1.6%
264861
 
0.8%
248581
 
0.8%
243201
 
0.8%
Other values (64)64
52.5%
(Missing)39
32.0%
ValueCountFrequency (%)
242221
0.8%
242471
0.8%
242601
0.8%
242781
0.8%
243201
0.8%
243291
0.8%
243361
0.8%
243431
0.8%
243521
0.8%
243671
0.8%
ValueCountFrequency (%)
2508071
0.8%
2508051
0.8%
2339061
0.8%
2339001
0.8%
2308051
0.8%
2209382
1.6%
2209341
0.8%
2170801
0.8%
2170601
0.8%
2109331
0.8%

사업장명
Categorical

HIGH CARDINALITY

Distinct112
Distinct (%)91.8%
Missing0
Missing (%)0.0%
Memory size1.1 KiB
안마코리아
 
4
드림안마원
 
2
동해안마시술소
 
2
뉴속초안마시술소
 
2
홈런안마시술소
 
2
Other values (107)
110 

Length

Max length11
Median length10
Mean length6.385245902
Min length2

Unique

Unique104 ?
Unique (%)85.2%

Sample

1st row귀빈안마시술소
2nd row박산일 지압시술원
3rd row안마코리아
4th row수기근통안마원
5th row수기모아안마원

Common Values

ValueCountFrequency (%)
안마코리아4
 
3.3%
드림안마원2
 
1.6%
동해안마시술소2
 
1.6%
뉴속초안마시술소2
 
1.6%
홈런안마시술소2
 
1.6%
약손지압안마원2
 
1.6%
해븐안마시술소2
 
1.6%
대로안마원2
 
1.6%
수기근통안마원1
 
0.8%
오행침안마시술소1
 
0.8%
Other values (102)102
83.6%

Length

2022-08-11T21:57:50.996081image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
안마원7
 
5.3%
안마코리아4
 
3.0%
약손지압안마원2
 
1.5%
대로안마원2
 
1.5%
해븐안마시술소2
 
1.5%
드림안마원2
 
1.5%
홈런안마시술소2
 
1.5%
뉴속초안마시술소2
 
1.5%
동해안마시술소2
 
1.5%
소도안마원1
 
0.8%
Other values (107)107
80.5%

최종수정시점
Real number (ℝ≥0)

UNIQUE

Distinct122
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.015889401 × 1013
Minimum2.008120113 × 1013
Maximum2.022052611 × 1013
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.2 KiB
2022-08-11T21:57:51.144417image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/

Quantile statistics

Minimum2.008120113 × 1013
5-th percentile2.010011646 × 1013
Q12.013055316 × 1013
median2.01611031 × 1013
Q32.019069314 × 1013
95-th percentile2.02108089 × 1013
Maximum2.022052611 × 1013
Range1.393249829 × 1011
Interquartile range (IQR)6.013997891 × 1010

Descriptive statistics

Standard deviation3.722346237 × 1010
Coefficient of variation (CV)0.001846503204
Kurtosis-1.085401663
Mean2.015889401 × 1013
Median Absolute Deviation (MAD)3.000249513 × 1010
Skewness-0.2581329931
Sum2.459385069 × 1015
Variance1.385586151 × 1021
MonotonicityNot monotonic
2022-08-11T21:57:51.280775image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
2.013052816 × 10131
 
0.8%
2.021061517 × 10131
 
0.8%
2.021042215 × 10131
 
0.8%
2.021071416 × 10131
 
0.8%
2.021120118 × 10131
 
0.8%
2.022052611 × 10131
 
0.8%
2.020042811 × 10131
 
0.8%
2.020042811 × 10131
 
0.8%
2.022030717 × 10131
 
0.8%
2.020100714 × 10131
 
0.8%
Other values (112)112
91.8%
ValueCountFrequency (%)
2.008120113 × 10131
0.8%
2.009012913 × 10131
0.8%
2.009021818 × 10131
0.8%
2.009022717 × 10131
0.8%
2.009061513 × 10131
0.8%
2.009112009 × 10131
0.8%
2.010011116 × 10131
0.8%
2.01002171 × 10131
0.8%
2.010032515 × 10131
0.8%
2.010050313 × 10131
0.8%
ValueCountFrequency (%)
2.022052611 × 10131
0.8%
2.022030717 × 10131
0.8%
2.021120118 × 10131
0.8%
2.021111013 × 10131
0.8%
2.021110414 × 10131
0.8%
2.021090715 × 10131
0.8%
2.021081309 × 10131
0.8%
2.021072914 × 10131
0.8%
2.021071416 × 10131
0.8%
2.021062813 × 10131
0.8%

데이터갱신구분
Categorical

Distinct2
Distinct (%)1.6%
Missing0
Missing (%)0.0%
Memory size1.1 KiB
I
89 
U
33 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
I89
73.0%
U33
 
27.0%

Length

2022-08-11T21:57:51.533234image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
Histogram of lengths of the category

Category Frequency Plot

2022-08-11T21:57:51.658320image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
ValueCountFrequency (%)
i89
73.0%
u33
 
27.0%

데이터갱신일자
Categorical

Distinct43
Distinct (%)35.2%
Missing0
Missing (%)0.0%
Memory size1.1 KiB
2018-08-31 23:59:59.0
79 
2020-04-30 00:23:21.0
 
2
2021-09-09 02:40:00.0
 
1
2021-11-06 02:40:00.0
 
1
2021-04-24 00:22:57.0
 
1
Other values (38)
38 

Length

Max length21
Median length21
Mean length21
Min length21

Unique

Unique41 ?
Unique (%)33.6%

Sample

1st row2018-08-31 23:59:59.0
2nd row2018-08-31 23:59:59.0
3rd row2021-04-24 00:22:57.0
4th row2021-07-16 00:22:53.0
5th row2021-12-03 00:22:43.0

Common Values

ValueCountFrequency (%)
2018-08-31 23:59:59.079
64.8%
2020-04-30 00:23:21.02
 
1.6%
2021-09-09 02:40:00.01
 
0.8%
2021-11-06 02:40:00.01
 
0.8%
2021-04-24 00:22:57.01
 
0.8%
2020-03-06 02:40:00.01
 
0.8%
2021-07-16 00:22:53.01
 
0.8%
2021-12-03 00:22:43.01
 
0.8%
2022-05-28 00:22:31.01
 
0.8%
2022-03-09 02:40:00.01
 
0.8%
Other values (33)33
27.0%

Length

2022-08-11T21:57:51.769991image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
23:59:59.080
32.8%
2018-08-3179
32.4%
02:40:00.029
 
11.9%
2020-04-302
 
0.8%
00:23:21.02
 
0.8%
02:35:54.02
 
0.8%
2021-08-151
 
0.4%
2018-09-281
 
0.4%
2020-11-071
 
0.4%
2019-07-181
 
0.4%
Other values (46)46
18.9%

업태구분명
Categorical

Distinct2
Distinct (%)1.6%
Missing0
Missing (%)0.0%
Memory size1.1 KiB
안마원
83 
안마시술소
39 

Length

Max length5
Median length3
Mean length3.639344262
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row안마시술소
2nd row안마원
3rd row안마시술소
4th row안마원
5th row안마원

Common Values

ValueCountFrequency (%)
안마원83
68.0%
안마시술소39
32.0%

Length

2022-08-11T21:57:51.883977image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
Histogram of lengths of the category

Category Frequency Plot

2022-08-11T21:57:52.001669image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
ValueCountFrequency (%)
안마원83
68.0%
안마시술소39
32.0%

경도
Real number (ℝ≥0)

Distinct108
Distinct (%)88.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean128.1541009
Minimum127.5212612
Maximum129.1149756
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.2 KiB
2022-08-11T21:57:52.120617image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/

Quantile statistics

Minimum127.5212612
5-th percentile127.7250313
Q1127.7735259
median127.9496347
Q3128.5794511
95-th percentile128.9106713
Maximum129.1149756
Range1.593714355
Interquartile range (IQR)0.8059251395

Descriptive statistics

Standard deviation0.4525273867
Coefficient of variation (CV)0.003531119049
Kurtosis-0.8690698765
Mean128.1541009
Median Absolute Deviation (MAD)0.2146212278
Skewness0.8338688589
Sum15634.80031
Variance0.2047810357
MonotonicityNot monotonic
2022-08-11T21:57:52.264054image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
128.89923874
 
3.3%
127.93189533
 
2.5%
128.82260822
 
1.6%
127.96164722
 
1.6%
129.11497562
 
1.6%
128.8216492
 
1.6%
127.94138512
 
1.6%
127.95366592
 
1.6%
128.59727122
 
1.6%
127.73397512
 
1.6%
Other values (98)99
81.1%
ValueCountFrequency (%)
127.52126121
0.8%
127.71744611
0.8%
127.71820961
0.8%
127.72004781
0.8%
127.72233051
0.8%
127.72433621
0.8%
127.72498971
0.8%
127.72582141
0.8%
127.72627871
0.8%
127.72733021
0.8%
ValueCountFrequency (%)
129.11497562
1.6%
129.10920141
 
0.8%
129.04254651
 
0.8%
128.98619481
 
0.8%
128.97537931
 
0.8%
128.91078861
 
0.8%
128.9084441
 
0.8%
128.90780211
 
0.8%
128.9011351
 
0.8%
128.89923874
3.3%

위도
Real number (ℝ≥0)

Distinct108
Distinct (%)88.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean37.65280098
Minimum37.13324144
Maximum38.37667485
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.2 KiB
2022-08-11T21:57:52.402431image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/

Quantile statistics

Minimum37.13324144
5-th percentile37.22455153
Q137.34247323
median37.71598154
Q337.87298419
95-th percentile38.19094582
Maximum38.37667485
Range1.243433416
Interquartile range (IQR)0.5305109556

Descriptive statistics

Standard deviation0.3112501983
Coefficient of variation (CV)0.008266322563
Kurtosis-1.103513497
Mean37.65280098
Median Absolute Deviation (MAD)0.2947742258
Skewness0.1400466607
Sum4593.641719
Variance0.09687668593
MonotonicityNot monotonic
2022-08-11T21:57:52.532958image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
37.75887554
 
3.3%
37.344426073
 
2.5%
37.224205522
 
1.6%
37.320650672
 
1.6%
37.518550832
 
1.6%
37.224543782
 
1.6%
37.329111392
 
1.6%
37.342262522
 
1.6%
38.187870762
 
1.6%
37.85646442
 
1.6%
Other values (98)99
81.1%
ValueCountFrequency (%)
37.133241441
0.8%
37.174341461
0.8%
37.18173761
0.8%
37.224205522
1.6%
37.224543782
1.6%
37.224698861
0.8%
37.224717191
0.8%
37.225791811
0.8%
37.238105951
0.8%
37.314293311
0.8%
ValueCountFrequency (%)
38.376674851
0.8%
38.221362681
0.8%
38.219229661
0.8%
38.198435421
0.8%
38.196846051
0.8%
38.193514421
0.8%
38.190945822
1.6%
38.187870762
1.6%
38.102026621
0.8%
38.100915251
0.8%

의료유사업종별명
Categorical

MISSING

Distinct2
Distinct (%)1.8%
Missing9
Missing (%)7.4%
Memory size1.1 KiB
안마원
75 
안마시술소
38 

Length

Max length5
Median length3
Mean length3.672566372
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row안마시술소
2nd row안마원
3rd row안마원
4th row안마시술소
5th row안마원

Common Values

ValueCountFrequency (%)
안마원75
61.5%
안마시술소38
31.1%
(Missing)9
 
7.4%

Length

2022-08-11T21:57:52.664932image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
Histogram of lengths of the category

Category Frequency Plot

2022-08-11T21:57:52.777150image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
ValueCountFrequency (%)
안마원75
66.4%
안마시술소38
33.6%

종업원수
Real number (ℝ≥0)

MISSING
ZEROS

Distinct7
Distinct (%)7.2%
Missing25
Missing (%)20.5%
Infinite0
Infinite (%)0.0%
Mean1.618556701
Minimum0
Maximum6
Zeros7
Zeros (%)5.7%
Negative0
Negative (%)0.0%
Memory size1.2 KiB
2022-08-11T21:57:52.853081image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q11
median1
Q32
95-th percentile3.2
Maximum6
Range6
Interquartile range (IQR)1

Descriptive statistics

Standard deviation1.112835146
Coefficient of variation (CV)0.687547829
Kurtosis4.914257605
Mean1.618556701
Median Absolute Deviation (MAD)1
Skewness1.824673025
Sum157
Variance1.238402062
MonotonicityNot monotonic
2022-08-11T21:57:52.934046image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
Histogram with fixed size bins (bins=7)
ValueCountFrequency (%)
145
36.9%
234
27.9%
07
 
5.7%
36
 
4.9%
62
 
1.6%
52
 
1.6%
41
 
0.8%
(Missing)25
20.5%
ValueCountFrequency (%)
07
 
5.7%
145
36.9%
234
27.9%
36
 
4.9%
41
 
0.8%
52
 
1.6%
62
 
1.6%
ValueCountFrequency (%)
62
 
1.6%
52
 
1.6%
41
 
0.8%
36
 
4.9%
234
27.9%
145
36.9%
07
 
5.7%

자격증소유자수
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing122
Missing (%)100.0%
Memory size1.2 KiB

보조종업원수
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing122
Missing (%)100.0%
Memory size1.2 KiB

시설관리자수
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing122
Missing (%)100.0%
Memory size1.2 KiB

기타종업원수
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing122
Missing (%)100.0%
Memory size1.2 KiB

병상수
Real number (ℝ≥0)

MISSING

Distinct26
Distinct (%)30.2%
Missing36
Missing (%)29.5%
Infinite0
Infinite (%)0.0%
Mean7.73255814
Minimum0
Maximum31
Zeros1
Zeros (%)0.8%
Negative0
Negative (%)0.0%
Memory size1.2 KiB
2022-08-11T21:57:53.036970image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile1
Q11
median4
Q315
95-th percentile25.75
Maximum31
Range31
Interquartile range (IQR)14

Descriptive statistics

Standard deviation8.600170202
Coefficient of variation (CV)1.112202462
Kurtosis0.3613533675
Mean7.73255814
Median Absolute Deviation (MAD)3
Skewness1.197274301
Sum665
Variance73.9629275
MonotonicityNot monotonic
2022-08-11T21:57:53.270618image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
Histogram with fixed size bins (bins=26)
ValueCountFrequency (%)
130
24.6%
28
 
6.6%
47
 
5.7%
156
 
4.9%
54
 
3.3%
163
 
2.5%
173
 
2.5%
33
 
2.5%
72
 
1.6%
182
 
1.6%
Other values (16)18
14.8%
(Missing)36
29.5%
ValueCountFrequency (%)
01
 
0.8%
130
24.6%
28
 
6.6%
33
 
2.5%
47
 
5.7%
54
 
3.3%
61
 
0.8%
72
 
1.6%
81
 
0.8%
91
 
0.8%
ValueCountFrequency (%)
312
1.6%
301
 
0.8%
271
 
0.8%
261
 
0.8%
251
 
0.8%
241
 
0.8%
232
1.6%
182
1.6%
173
2.5%
163
2.5%

욕실면적
Categorical

Distinct6
Distinct (%)4.9%
Missing0
Missing (%)0.0%
Memory size1.1 KiB
<NA>
108 
0.0
 
9
22.5
 
2
37.9
 
1
48.0
 
1

Length

Max length5
Median length4
Mean length3.93442623
Min length3

Unique

Unique3 ?
Unique (%)2.5%

Sample

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

Common Values

ValueCountFrequency (%)
<NA>108
88.5%
0.09
 
7.4%
22.52
 
1.6%
37.91
 
0.8%
48.01
 
0.8%
56.511
 
0.8%

Length

2022-08-11T21:57:53.397620image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
Histogram of lengths of the category

Category Frequency Plot

2022-08-11T21:57:53.519610image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
ValueCountFrequency (%)
na108
88.5%
0.09
 
7.4%
22.52
 
1.6%
37.91
 
0.8%
48.01
 
0.8%
56.511
 
0.8%

총면적
Real number (ℝ≥0)

MISSING

Distinct103
Distinct (%)91.2%
Missing9
Missing (%)7.4%
Infinite0
Infinite (%)0.0%
Mean1083.152212
Minimum9.45
Maximum99000
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.2 KiB
2022-08-11T21:57:53.629624image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/

Quantile statistics

Minimum9.45
5-th percentile23.186
Q149.5
median87.61
Q3356.5
95-th percentile762.032
Maximum99000
Range98990.55
Interquartile range (IQR)307

Descriptive statistics

Standard deviation9296.529058
Coefficient of variation (CV)8.582846392
Kurtosis112.8480864
Mean1083.152212
Median Absolute Deviation (MAD)53.21
Skewness10.61954265
Sum122396.2
Variance86425452.53
MonotonicityNot monotonic
2022-08-11T21:57:53.780691image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
575.253
 
2.5%
552
 
1.6%
70.52
 
1.6%
799.72
 
1.6%
1502
 
1.6%
1202
 
1.6%
502
 
1.6%
232
 
1.6%
67.592
 
1.6%
85.921
 
0.8%
Other values (93)93
76.2%
(Missing)9
 
7.4%
ValueCountFrequency (%)
9.451
0.8%
9.91
0.8%
10.11
0.8%
22.321
0.8%
232
1.6%
23.311
0.8%
25.661
0.8%
26.581
0.8%
27.751
0.8%
28.471
0.8%
ValueCountFrequency (%)
990001
0.8%
799.72
1.6%
797.831
0.8%
7921
0.8%
771.081
0.8%
7561
0.8%
750.81
0.8%
734.941
0.8%
7171
0.8%
7031
0.8%

Sample

First rows

번호시도시군구명개방서비스명개방서비스ID개방자치단체코드관리번호인허가일자인허가취소일자영업상태구분코드영업상태명상세영업상태코드상세영업상태명폐업일자휴업시작일자휴업종료일자재개업일자소재지전화소재지면적소재지우편번호소재지지번주소소재지도로명주소도로명우편번호사업장명최종수정시점데이터갱신구분데이터갱신일자업태구분명경도위도의료유사업종별명종업원수자격증소유자수보조종업원수시설관리자수기타종업원수병상수욕실면적총면적
0112강원도춘천시의료유사업01_01_10_P4180000PHMB41998418002904240000119980421<NA>3폐업3폐업201305282012120720130228<NA>033-243-9988<NA>200030강원도 춘천시 요선동 212번지 2호강원도 춘천시 소양고개길 46 (요선동)200030귀빈안마시술소20130528163501I2018-08-31 23:59:59.0안마시술소127.72582137.879425안마시술소2<NA><NA><NA><NA>10<NA>484.16
1113강원도춘천시의료유사업01_01_10_P4180000PHMB41975418002904240000119750303<NA>3폐업3폐업20151119<NA><NA><NA><NA><NA>200111강원도 춘천시 소양로1가 92번지 48호강원도 춘천시 소양정길 16-1 (소양로1가)<NA>박산일 지압시술원20151119144244I2018-08-31 23:59:59.0안마원127.7273337.889789안마원1<NA><NA><NA><NA>1<NA>150.0
2119강원도강릉시의료유사업01_01_10_P4200000PHMB42021420002804240000220210421<NA>1영업/정상13영업중<NA><NA><NA><NA>0336445511<NA><NA><NA>강원도 강릉시 옥천로62번길 24 (교동)25551안마코리아20210422151327I2021-04-24 00:22:57.0안마시술소128.89923937.758875<NA><NA><NA><NA><NA><NA><NA><NA><NA>
3120강원도속초시의료유사업01_01_10_P4230000PHMB42021423001804240000120210714<NA>1영업/정상13영업중<NA><NA><NA><NA><NA><NA><NA>강원도 속초시 교동 963-4강원도 속초시 먹거리길 18 2층 (교동)24858수기근통안마원20210714155019I2021-07-16 00:22:53.0안마원128.57406938.193514<NA><NA><NA><NA><NA><NA><NA><NA><NA>
4121강원도춘천시의료유사업01_01_10_P4180000PHMB42021418002904240000220211201<NA>1영업/정상13영업중<NA><NA><NA><NA>033-262-1868<NA><NA>강원도 춘천시 석사동 724-3강원도 춘천시 애막골길3번길 61 1층 (석사동)24320수기모아안마원20211201175507I2021-12-03 00:22:43.0안마원127.75459537.864015<NA><NA><NA><NA><NA><NA><NA><NA><NA>
5122강원도동해시의료유사업01_01_10_P4210000PHMB42022421002004240000120220525<NA>1영업/정상13영업중<NA><NA><NA><NA><NA><NA><NA>강원도 동해시 천곡동 1058-20 현대열쇠강원도 동해시 한섬로 55 현대열쇠 1층 (천곡동)25766동해건강안마센타안마원20220526113900I2022-05-28 00:22:31.0안마원129.10920137.517349<NA><NA><NA><NA><NA><NA><NA><NA><NA>
6114강원도춘천시의료유사업01_01_10_P4180000PHMB42020418002904240000120200428<NA>1영업/정상13영업중<NA><NA><NA><NA>033-261-9675<NA><NA><NA>강원도 춘천시 공지로 226 3층 (효자동)24343활력안마원20200428112358I2020-04-30 00:23:21.0안마원127.73806237.860585<NA><NA><NA><NA><NA><NA><NA><NA><NA>
7115강원도춘천시의료유사업01_01_10_P4180000PHMB42020418002904240000220200427<NA>1영업/정상13영업중<NA><NA><NA><NA>033-252-6619<NA><NA><NA>강원도 춘천시 춘천로 312 4층 404호호 (후평동)24278마음가득안마원20200428112452I2020-04-30 00:23:21.0안마원127.74695837.878935<NA><NA><NA><NA><NA><NA><NA><NA><NA>
8116강원도속초시의료유사업01_01_10_P4230000PHMB42020423001804240000120200429<NA>1영업/정상13영업중<NA><NA><NA><NA>033-638-0022<NA><NA><NA>강원도 속초시 먹거리2길 34 (교동)24855뉴속초안마시술소20220307165431U2022-03-09 02:40:00.0안마시술소128.57603238.190946<NA><NA><NA><NA><NA><NA><NA><NA><NA>
9118강원도강릉시의료유사업01_01_10_P4200000PHMB42020420002804240000120201007<NA>1영업/정상13영업중<NA><NA><NA><NA>033-642-6663<NA><NA>강원도 강릉시 임당동 109-2강원도 강릉시 경강로 2113 3층 (임당동)25531강릉시민안마원20201007135955I2020-10-09 00:23:10.0안마원128.89698937.753257<NA><NA><NA><NA><NA><NA><NA><NA><NA>

Last rows

번호시도시군구명개방서비스명개방서비스ID개방자치단체코드관리번호인허가일자인허가취소일자영업상태구분코드영업상태명상세영업상태코드상세영업상태명폐업일자휴업시작일자휴업종료일자재개업일자소재지전화소재지면적소재지우편번호소재지지번주소소재지도로명주소도로명우편번호사업장명최종수정시점데이터갱신구분데이터갱신일자업태구분명경도위도의료유사업종별명종업원수자격증소유자수보조종업원수시설관리자수기타종업원수병상수욕실면적총면적
112104강원도춘천시의료유사업01_01_10_P4180000PHMB42014418002904240000120140923<NA>3폐업3폐업20170210<NA><NA><NA>033-242-7848<NA><NA><NA>강원도 춘천시 우두벌1길 79 (사농동)24222함께하는 선교시술원20170210165357I2018-08-31 23:59:59.0안마원127.7300637.905016안마원<NA><NA><NA><NA><NA>1<NA>36.0
113105강원도춘천시의료유사업01_01_10_P4180000PHMB42012418002904240000220121217<NA>3폐업3폐업20130521<NA><NA><NA>033-264-8456<NA>200170강원도 춘천시 퇴계동 975번지 9호강원도 춘천시 퇴계로146번길 8-8 (퇴계동)200945춘천건강안마원20130521113045I2018-08-31 23:59:59.0안마원127.73397537.856464안마원1<NA><NA><NA><NA>5<NA>120.0
114106강원도춘천시의료유사업01_01_10_P4180000PHMB42012418002904240000120120524<NA>3폐업3폐업20121207<NA><NA><NA>264-8456<NA>200170강원도 춘천시 퇴계동 975번지 9호 1층강원도 춘천시 퇴계로146번길 8-8 1층 (퇴계동)200170파랑새안마원20121207135716I2018-08-31 23:59:59.0안마원127.73397537.856464안마원1<NA><NA><NA><NA><NA>0.0120.0
115107강원도춘천시의료유사업01_01_10_P4180000PHMB42009418002904240000320090818<NA>3폐업3폐업20091231<NA><NA><NA>033)255-1144<NA>200080강원도 춘천시 운교동 168번지강원도 춘천시 금강로 93 (운교동)<NA>전통안마원20100111162541I2018-08-31 23:59:59.0안마원127.73004437.874589안마원1<NA><NA><NA><NA><NA><NA>83.3
116108강원도춘천시의료유사업01_01_10_P4180000PHMB42009418002904240000220090327<NA>3폐업3폐업20120312<NA><NA><NA>033)244-0579<NA>200041강원도 춘천시 중앙로1가 91번지 지하상가 다열 73호<NA><NA>건강안마센터안마원20120312114828I2018-08-31 23:59:59.0안마원127.72827337.879704안마원1<NA><NA><NA><NA>1<NA>26.58
117109강원도춘천시의료유사업01_01_10_P4180000PHMB42008418002904240000220081107<NA>3폐업3폐업20180620<NA><NA><NA>033-254-1133<NA>200950강원도 춘천시 효자3동 641번지 6호강원도 춘천시 춘천로 199 (효자동)<NA>킹안마시술소20180621155703I2018-08-31 23:59:59.0안마시술소127.73548537.874356안마시술소2<NA><NA><NA><NA>8<NA>499.55
118110강원도춘천시의료유사업01_01_10_P4180000PHMB42004418002904240000120040721<NA>3폐업3폐업<NA><NA>20160920<NA>070-8793-6640<NA>200091강원도 춘천시 효자1동 305번지 2호 3층강원도 춘천시 공지로 263 3층 (효자동)200953몽 안마시술소20161114134939I2018-08-31 23:59:59.0안마시술소127.73426937.862369안마시술소2<NA><NA><NA><NA>18<NA>406.65
119111강원도춘천시의료유사업01_01_10_P4180000PHMB42002418002904240000120020225<NA>3폐업3폐업20180630<NA><NA><NA>033)252-4434<NA>200944강원도 춘천시 퇴계동 729번지 4호강원도 춘천시 춘천로 34 (퇴계동)24367강남안마시술소20180703142604I2018-08-31 23:59:59.0안마시술소127.7223337.864928안마시술소2<NA><NA><NA><NA>23<NA>628.13
12094강원도원주시의료유사업01_01_10_P4190000PHMB42007419002304240000720070509<NA>3폐업3폐업20090227<NA><NA><NA>033-901-9754<NA>220940강원도 원주시 단구동 114번지 14호강원도 원주시 치악로1570번길 2 (단구동)<NA>대로안마원20090227165711I2018-08-31 23:59:59.0안마원127.96164737.320651안마원1<NA><NA><NA><NA>0<NA>70.5
12195강원도원주시의료유사업01_01_10_P4190000PHMB42009419002304240000120090218<NA>3폐업3폐업20170117<NA><NA><NA>033-761-1926<NA>220070강원도 원주시 인동 264번지 7호 1층 2층 3층 4층강원도 원주시 원일로 14-1 (인동)26429홈런안마시술소20170119131643I2018-08-31 23:59:59.0안마시술소127.95366637.342263안마시술소2<NA><NA><NA><NA>17<NA>607.06