Overview

Dataset statistics

Number of variables39
Number of observations100
Missing cells222
Missing cells (%)5.7%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory32.3 KiB
Average record size in memory330.3 B

Variable types

Text1
Categorical25
Numeric11
Unsupported2

Alerts

lclas_nm has constant value ""Constant
mlsfc_nm has constant value ""Constant
base_de has constant value ""Constant
trrsrt_bhf_nm has 100 (100.0%) missing valuesMissing
trrsrt_asstn_nm has 100 (100.0%) missing valuesMissing
trrsrt_lnbr_no has 22 (22.0%) missing valuesMissing
esntl_id has unique valuesUnique
trrsrt_bhf_nm is an unsupported type, check if it needs cleaning or further analysisUnsupported
trrsrt_asstn_nm is an unsupported type, check if it needs cleaning or further analysisUnsupported

Reproduction

Analysis started2023-12-10 09:40:33.239110
Analysis finished2023-12-10 09:40:33.935822
Duration0.7 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

esntl_id
Text

UNIQUE 

Distinct100
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
2023-12-10T18:40:34.221482image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length19
Median length19
Mean length19
Min length19

Characters and Unicode

Total characters1900
Distinct characters17
Distinct categories2 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique100 ?
Unique (%)100.0%

Sample

1st rowKCFNTPO21N000000004
2nd rowKCFNTPO21N000015313
3rd rowKCFNTPO21N000000008
4th rowKCFNTPO21N000000009
5th rowKCFNTPO21N000000011
ValueCountFrequency (%)
kcfntpo21n000000004 1
 
1.0%
kcfntpo21n000000114 1
 
1.0%
kcfntpo21n000000133 1
 
1.0%
kcfntpo21n000000132 1
 
1.0%
kcfntpo21n000000130 1
 
1.0%
kcfntpo21n000000129 1
 
1.0%
kcfntpo21n000000128 1
 
1.0%
kcfntpo21n000000123 1
 
1.0%
kcfntpo21n000000121 1
 
1.0%
kcfntpo21n000000120 1
 
1.0%
Other values (90) 90
90.0%
2023-12-10T18:40:34.967748image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
0 665
35.0%
N 200
 
10.5%
1 170
 
8.9%
2 122
 
6.4%
O 100
 
5.3%
C 100
 
5.3%
K 100
 
5.3%
P 100
 
5.3%
T 100
 
5.3%
F 100
 
5.3%
Other values (7) 143
 
7.5%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 1100
57.9%
Uppercase Letter 800
42.1%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
0 665
60.5%
1 170
 
15.5%
2 122
 
11.1%
5 28
 
2.5%
3 27
 
2.5%
4 25
 
2.3%
6 21
 
1.9%
8 15
 
1.4%
7 15
 
1.4%
9 12
 
1.1%
Uppercase Letter
ValueCountFrequency (%)
N 200
25.0%
O 100
12.5%
C 100
12.5%
K 100
12.5%
P 100
12.5%
T 100
12.5%
F 100
12.5%

Most occurring scripts

ValueCountFrequency (%)
Common 1100
57.9%
Latin 800
42.1%

Most frequent character per script

Common
ValueCountFrequency (%)
0 665
60.5%
1 170
 
15.5%
2 122
 
11.1%
5 28
 
2.5%
3 27
 
2.5%
4 25
 
2.3%
6 21
 
1.9%
8 15
 
1.4%
7 15
 
1.4%
9 12
 
1.1%
Latin
ValueCountFrequency (%)
N 200
25.0%
O 100
12.5%
C 100
12.5%
K 100
12.5%
P 100
12.5%
T 100
12.5%
F 100
12.5%

Most occurring blocks

ValueCountFrequency (%)
ASCII 1900
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
0 665
35.0%
N 200
 
10.5%
1 170
 
8.9%
2 122
 
6.4%
O 100
 
5.3%
C 100
 
5.3%
K 100
 
5.3%
P 100
 
5.3%
T 100
 
5.3%
F 100
 
5.3%
Other values (7) 143
 
7.5%

lclas_nm
Categorical

CONSTANT 

Distinct1
Distinct (%)1.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
행사
100 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
행사 100
100.0%

Length

2023-12-10T18:40:35.372041image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T18:40:35.724566image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
행사 100
100.0%

mlsfc_nm
Categorical

CONSTANT 

Distinct1
Distinct (%)1.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
행사
100 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
행사 100
100.0%

Length

2023-12-10T18:40:35.909067image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T18:40:36.102687image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
행사 100
100.0%

fclty_nm
Categorical

Distinct7
Distinct (%)7.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
2016 광복기념음악회
20 
오징어축제
16 
회당문화재
16 
민속그네뛰기
16 
우산문화제
15 
Other values (2)
17 

Length

Max length12
Median length11
Mean length7.02
Min length5

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row울릉해변가요제
2nd row안산시도서관책문화축제
3rd row울릉해변가요제
4th row울릉해변가요제
5th row울릉해변가요제

Common Values

ValueCountFrequency (%)
2016 광복기념음악회 20
20.0%
오징어축제 16
16.0%
회당문화재 16
16.0%
민속그네뛰기 16
16.0%
우산문화제 15
15.0%
울릉해변가요제 14
14.0%
안산시도서관책문화축제 3
 
3.0%

Length

2023-12-10T18:40:36.438533image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T18:40:36.698834image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2016 20
16.7%
광복기념음악회 20
16.7%
오징어축제 16
13.3%
회당문화재 16
13.3%
민속그네뛰기 16
13.3%
우산문화제 15
12.5%
울릉해변가요제 14
11.7%
안산시도서관책문화축제 3
 
2.5%

ctprvn_nm
Categorical

Distinct2
Distinct (%)2.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
경상북도
77 
경기도
23 

Length

Max length4
Median length4
Mean length3.77
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row경상북도
2nd row경기도
3rd row경상북도
4th row경상북도
5th row경상북도

Common Values

ValueCountFrequency (%)
경상북도 77
77.0%
경기도 23
 
23.0%

Length

2023-12-10T18:40:36.975097image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T18:40:37.186094image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
경상북도 77
77.0%
경기도 23
 
23.0%

signgu_nm
Categorical

Distinct3
Distinct (%)3.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
울릉군
77 
안양시 만안구
20 
안산시 상록구
 
3

Length

Max length7
Median length3
Mean length3.92
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row울릉군
2nd row안산시 상록구
3rd row울릉군
4th row울릉군
5th row울릉군

Common Values

ValueCountFrequency (%)
울릉군 77
77.0%
안양시 만안구 20
 
20.0%
안산시 상록구 3
 
3.0%

Length

2023-12-10T18:40:37.425121image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T18:40:37.631439image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
울릉군 77
62.6%
안양시 20
 
16.3%
만안구 20
 
16.3%
안산시 3
 
2.4%
상록구 3
 
2.4%

legaldong_nm
Categorical

Distinct6
Distinct (%)6.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
울릉읍
29 
안양동
20 
울릉읍 저동리
16 
울릉읍 도동리
16 
울릉읍 사동리
16 

Length

Max length7
Median length3
Mean length4.89
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row울릉읍
2nd row사동
3rd row울릉읍
4th row울릉읍
5th row울릉읍

Common Values

ValueCountFrequency (%)
울릉읍 29
29.0%
안양동 20
20.0%
울릉읍 저동리 16
16.0%
울릉읍 도동리 16
16.0%
울릉읍 사동리 16
16.0%
사동 3
 
3.0%

Length

2023-12-10T18:40:37.819956image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T18:40:37.997962image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
울릉읍 77
52.0%
안양동 20
 
13.5%
저동리 16
 
10.8%
도동리 16
 
10.8%
사동리 16
 
10.8%
사동 3
 
2.0%

adstrd_nm
Categorical

Distinct3
Distinct (%)3.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
울릉읍
77 
안양동
20 
사동
 
3

Length

Max length3
Median length3
Mean length2.97
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row울릉읍
2nd row사동
3rd row울릉읍
4th row울릉읍
5th row울릉읍

Common Values

ValueCountFrequency (%)
울릉읍 77
77.0%
안양동 20
 
20.0%
사동 3
 
3.0%

Length

2023-12-10T18:40:38.320374image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T18:40:38.495609image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
울릉읍 77
77.0%
안양동 20
 
20.0%
사동 3
 
3.0%

fclty_road_nm_addr
Categorical

Distinct6
Distinct (%)6.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
경상북도 울릉군 울릉읍 약수터길 48
31 
경기도 안양시 만안구 병목안로 215
20 
<NA>
16 
경상북도 울릉군 울릉읍 간령길 83-18
16 
경상북도 울릉군 울릉읍 도동2길 66
14 

Length

Max length23
Median length20
Mean length17.85
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row경상북도 울릉군 울릉읍 도동2길 66
2nd row경기도 안산시 상록구 해안로 561(사동)
3rd row경상북도 울릉군 울릉읍 도동2길 66
4th row경상북도 울릉군 울릉읍 도동2길 66
5th row경상북도 울릉군 울릉읍 도동2길 66

Common Values

ValueCountFrequency (%)
경상북도 울릉군 울릉읍 약수터길 48 31
31.0%
경기도 안양시 만안구 병목안로 215 20
20.0%
<NA> 16
16.0%
경상북도 울릉군 울릉읍 간령길 83-18 16
16.0%
경상북도 울릉군 울릉읍 도동2길 66 14
14.0%
경기도 안산시 상록구 해안로 561(사동) 3
 
3.0%

Length

2023-12-10T18:40:38.675514image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T18:40:38.857543image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
경상북도 61
14.0%
울릉읍 61
14.0%
울릉군 61
14.0%
약수터길 31
 
7.1%
48 31
 
7.1%
경기도 23
 
5.3%
병목안로 20
 
4.6%
215 20
 
4.6%
만안구 20
 
4.6%
안양시 20
 
4.6%
Other values (9) 88
20.2%

zip_no
Categorical

Distinct6
Distinct (%)6.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
40225
31 
14023
20 
<NA>
16 
40232
16 
40222
14 

Length

Max length5
Median length5
Mean length4.84
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row40222
2nd row15592
3rd row40222
4th row40222
5th row40222

Common Values

ValueCountFrequency (%)
40225 31
31.0%
14023 20
20.0%
<NA> 16
16.0%
40232 16
16.0%
40222 14
14.0%
15592 3
 
3.0%

Length

2023-12-10T18:40:39.098531image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T18:40:39.285546image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
40225 31
31.0%
14023 20
20.0%
na 16
16.0%
40232 16
16.0%
40222 14
14.0%
15592 3
 
3.0%

gid_cd
Categorical

Distinct6
Distinct (%)6.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
사사008481
31 
다사475319
20 
사사014495
16 
바사983454
16 
사사011482
14 

Length

Max length8
Median length8
Mean length8
Min length8

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row사사011482
2nd row다사396223
3rd row사사011482
4th row사사011482
5th row사사011482

Common Values

ValueCountFrequency (%)
사사008481 31
31.0%
다사475319 20
20.0%
사사014495 16
16.0%
바사983454 16
16.0%
사사011482 14
14.0%
다사396223 3
 
3.0%

Length

2023-12-10T18:40:39.523062image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T18:40:39.763350image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
사사008481 31
31.0%
다사475319 20
20.0%
사사014495 16
16.0%
바사983454 16
16.0%
사사011482 14
14.0%
다사396223 3
 
3.0%

fclty_la
Real number (ℝ)

Distinct6
Distinct (%)6.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean37.456722
Minimum37.298403
Maximum37.496194
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T18:40:39.976744image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum37.298403
5-th percentile37.385289
Q137.46024
median37.483469
Q337.484333
95-th percentile37.496194
Maximum37.496194
Range0.19779131
Interquartile range (IQR)0.024092737

Descriptive statistics

Standard deviation0.048744397
Coefficient of variation (CV)0.0013013525
Kurtosis1.5992381
Mean37.456722
Median Absolute Deviation (MAD)0.012724827
Skewness-1.5415495
Sum3745.6722
Variance0.0023760162
MonotonicityNot monotonic
2023-12-10T18:40:40.275692image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=6)
ValueCountFrequency (%)
37.4834694841186 31
31.0%
37.3852894227621 20
20.0%
37.4961943108558 16
16.0%
37.460240437202 16
16.0%
37.4843331744993 14
14.0%
37.298403 3
 
3.0%
ValueCountFrequency (%)
37.298403 3
 
3.0%
37.3852894227621 20
20.0%
37.460240437202 16
16.0%
37.4834694841186 31
31.0%
37.4843331744993 14
14.0%
37.4961943108558 16
16.0%
ValueCountFrequency (%)
37.4961943108558 16
16.0%
37.4843331744993 14
14.0%
37.4834694841186 31
31.0%
37.460240437202 16
16.0%
37.3852894227621 20
20.0%
37.298403 3
 
3.0%

fclty_lo
Real number (ℝ)

Distinct6
Distinct (%)6.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean129.97788
Minimum126.81914
Maximum130.90985
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T18:40:40.510099image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum126.81914
5-th percentile126.90768
Q1130.87355
median130.90207
Q3130.90564
95-th percentile130.90985
Maximum130.90985
Range4.0907123
Interquartile range (IQR)0.032092736

Descriptive statistics

Standard deviation1.6928758
Coefficient of variation (CV)0.013024337
Kurtosis-0.30834576
Mean129.97788
Median Absolute Deviation (MAD)0.0077760866
Skewness-1.3028914
Sum12997.788
Variance2.8658286
MonotonicityNot monotonic
2023-12-10T18:40:40.767291image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=6)
ValueCountFrequency (%)
130.902071220226 31
31.0%
126.907676269341 20
20.0%
130.909847306867 16
16.0%
130.873549446035 16
16.0%
130.905642182244 14
14.0%
126.819135 3
 
3.0%
ValueCountFrequency (%)
126.819135 3
 
3.0%
126.907676269341 20
20.0%
130.873549446035 16
16.0%
130.902071220226 31
31.0%
130.905642182244 14
14.0%
130.909847306867 16
16.0%
ValueCountFrequency (%)
130.909847306867 16
16.0%
130.905642182244 14
14.0%
130.902071220226 31
31.0%
130.873549446035 16
16.0%
126.907676269341 20
20.0%
126.819135 3
 
3.0%

opar_nm
Categorical

Distinct5
Distinct (%)5.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
도동항
31 
저동항
30 
병목안시민공원
20 
사동 자생식물원
16 
안산 호수공원 중앙광장
 
3

Length

Max length12
Median length3
Mean length4.87
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row저동항
2nd row안산 호수공원 중앙광장
3rd row저동항
4th row저동항
5th row저동항

Common Values

ValueCountFrequency (%)
도동항 31
31.0%
저동항 30
30.0%
병목안시민공원 20
20.0%
사동 자생식물원 16
16.0%
안산 호수공원 중앙광장 3
 
3.0%

Length

2023-12-10T18:40:41.106435image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T18:40:41.282702image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
도동항 31
25.4%
저동항 30
24.6%
병목안시민공원 20
16.4%
사동 16
13.1%
자생식물원 16
13.1%
안산 3
 
2.5%
호수공원 3
 
2.5%
중앙광장 3
 
2.5%

fstvl_begin_de
Real number (ℝ)

Distinct7
Distinct (%)7.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean20190951
Minimum20141014
Maximum20200901
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T18:40:41.467798image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum20141014
5-th percentile20160815
Q120200612
median20200625
Q320200801
95-th percentile20200901
Maximum20200901
Range59887
Interquartile range (IQR)189

Descriptive statistics

Standard deviation18257.356
Coefficient of variation (CV)0.00090423458
Kurtosis0.37004178
Mean20190951
Median Absolute Deviation (MAD)176
Skewness-1.4379856
Sum2.0190951 × 109
Variance3.3333105 × 108
MonotonicityNot monotonic
2023-12-10T18:40:41.655281image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=7)
ValueCountFrequency (%)
20160815 20
20.0%
20200612 16
16.0%
20200701 16
16.0%
20200625 16
16.0%
20200901 15
15.0%
20200801 14
14.0%
20141014 3
 
3.0%
ValueCountFrequency (%)
20141014 3
 
3.0%
20160815 20
20.0%
20200612 16
16.0%
20200625 16
16.0%
20200701 16
16.0%
20200801 14
14.0%
20200901 15
15.0%
ValueCountFrequency (%)
20200901 15
15.0%
20200801 14
14.0%
20200701 16
16.0%
20200625 16
16.0%
20200612 16
16.0%
20160815 20
20.0%
20141014 3
 
3.0%

fstvl_end_de
Real number (ℝ)

Distinct7
Distinct (%)7.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean20190975
Minimum20141014
Maximum20201031
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T18:40:41.855552image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum20141014
5-th percentile20160815
Q120200614
median20200625
Q320200831
95-th percentile20201031
Maximum20201031
Range60017
Interquartile range (IQR)217

Descriptive statistics

Standard deviation18270.69
Coefficient of variation (CV)0.00090489387
Kurtosis0.36878365
Mean20190975
Median Absolute Deviation (MAD)206
Skewness-1.4376693
Sum2.0190975 × 109
Variance3.338181 × 108
MonotonicityNot monotonic
2023-12-10T18:40:42.036344image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=7)
ValueCountFrequency (%)
20160815 20
20.0%
20200614 16
16.0%
20200702 16
16.0%
20200625 16
16.0%
20201031 15
15.0%
20200831 14
14.0%
20141014 3
 
3.0%
ValueCountFrequency (%)
20141014 3
 
3.0%
20160815 20
20.0%
20200614 16
16.0%
20200625 16
16.0%
20200702 16
16.0%
20200831 14
14.0%
20201031 15
15.0%
ValueCountFrequency (%)
20201031 15
15.0%
20200831 14
14.0%
20200702 16
16.0%
20200625 16
16.0%
20200614 16
16.0%
20160815 20
20.0%
20141014 3
 
3.0%

fstvl_cn
Categorical

Distinct7
Distinct (%)7.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
안양필하모닉 오케스트라연주, 트럼펫연주곡, 안양시립합창단 공연등
20 
오징어 맨손잡기, 요리경연, 뗏목경주등
16 
버스킹, 전시 및 체험행사, 독도아리랑 콘서트 진행(메인)
16 
그네뛰기
16 
개막축하행사전통민속놀이, 체험행사 등
15 
Other values (2)
17 

Length

Max length35
Median length21
Mean length21.29
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row군민가요제, 불꽃놀이
2nd row도서관홍보, 체험, 북콘서트, 전시 등
3rd row군민가요제, 불꽃놀이
4th row군민가요제, 불꽃놀이
5th row군민가요제, 불꽃놀이

Common Values

ValueCountFrequency (%)
안양필하모닉 오케스트라연주, 트럼펫연주곡, 안양시립합창단 공연등 20
20.0%
오징어 맨손잡기, 요리경연, 뗏목경주등 16
16.0%
버스킹, 전시 및 체험행사, 독도아리랑 콘서트 진행(메인) 16
16.0%
그네뛰기 16
16.0%
개막축하행사전통민속놀이, 체험행사 등 15
15.0%
군민가요제, 불꽃놀이 14
14.0%
도서관홍보, 체험, 북콘서트, 전시 등 3
 
3.0%

Length

2023-12-10T18:40:42.677154image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T18:40:42.876473image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
체험행사 31
 
8.2%
공연등 20
 
5.3%
오케스트라연주 20
 
5.3%
안양필하모닉 20
 
5.3%
안양시립합창단 20
 
5.3%
트럼펫연주곡 20
 
5.3%
전시 19
 
5.0%
등 18
 
4.7%
그네뛰기 16
 
4.2%
진행(메인 16
 
4.2%
Other values (14) 180
47.4%

mnnst_nm
Categorical

Distinct6
Distinct (%)6.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
울릉문화원
31 
(재)안양문화예술재단
20 
울릉군 축제위원회
16 
대한불교진각종
16 
(사)울릉청년단
14 

Length

Max length11
Median length9
Mean length7.64
Min length5

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row(사)울릉청년단
2nd row안산중앙도서관
3rd row(사)울릉청년단
4th row(사)울릉청년단
5th row(사)울릉청년단

Common Values

ValueCountFrequency (%)
울릉문화원 31
31.0%
(재)안양문화예술재단 20
20.0%
울릉군 축제위원회 16
16.0%
대한불교진각종 16
16.0%
(사)울릉청년단 14
14.0%
안산중앙도서관 3
 
3.0%

Length

2023-12-10T18:40:43.247577image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T18:40:43.436315image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
울릉문화원 31
26.7%
재)안양문화예술재단 20
17.2%
울릉군 16
13.8%
축제위원회 16
13.8%
대한불교진각종 16
13.8%
사)울릉청년단 14
12.1%
안산중앙도서관 3
 
2.6%

auspc_instt_nm
Categorical

Distinct5
Distinct (%)5.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
울릉군
45 
(재)안양문화예술재단
20 
대한불교진각종
16 
울릉문화원
16 
안산중앙도서관
 
3

Length

Max length11
Median length7
Mean length5.68
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row울릉군
2nd row안산중앙도서관
3rd row울릉군
4th row울릉군
5th row울릉군

Common Values

ValueCountFrequency (%)
울릉군 45
45.0%
(재)안양문화예술재단 20
20.0%
대한불교진각종 16
 
16.0%
울릉문화원 16
 
16.0%
안산중앙도서관 3
 
3.0%

Length

2023-12-10T18:40:43.677906image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T18:40:43.870424image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
울릉군 45
45.0%
재)안양문화예술재단 20
20.0%
대한불교진각종 16
 
16.0%
울릉문화원 16
 
16.0%
안산중앙도서관 3
 
3.0%

sport_instt_nm
Categorical

Distinct3
Distinct (%)3.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
<NA>
52 
울릉군
32 
경상북도, 관내 기관 및 사회단체
16 

Length

Max length18
Median length4
Mean length5.92
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
<NA> 52
52.0%
울릉군 32
32.0%
경상북도, 관내 기관 및 사회단체 16
 
16.0%

Length

2023-12-10T18:40:44.134786image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T18:40:44.294587image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 52
31.7%
울릉군 32
19.5%
경상북도 16
 
9.8%
관내 16
 
9.8%
기관 16
 
9.8%
및 16
 
9.8%
사회단체 16
 
9.8%

tel_no
Categorical

Distinct6
Distinct (%)6.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
<NA>
32 
316870500
20 
547906392
16 
547910245
15 
547914116
14 

Length

Max length9
Median length9
Mean length7.4
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row547914116
2nd row314813862
3rd row547914116
4th row547914116
5th row547914116

Common Values

ValueCountFrequency (%)
<NA> 32
32.0%
316870500 20
20.0%
547906392 16
16.0%
547910245 15
15.0%
547914116 14
14.0%
314813862 3
 
3.0%

Length

2023-12-10T18:40:44.483580image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T18:40:44.663741image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 32
32.0%
316870500 20
20.0%
547906392 16
16.0%
547910245 15
15.0%
547914116 14
14.0%
314813862 3
 
3.0%

hmpg_url
Categorical

Distinct7
Distinct (%)7.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
http://www.ayac.or.kr
20 
https://www.ulleung.go.kr/tour/page.htm?mnu_uid=1986&
16 
https://www.ulleung.go.kr/tour/page.htm?mnu_uid=1992&
16 
https://www.ulleung.go.kr/tour/page.htm?mnu_uid=1989&
16 
https://www.ulleung.go.kr/tour/page.htm?mnu_uid=1988&
15 
Other values (2)
17 

Length

Max length53
Median length53
Mean length45.64
Min length21

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowhttps://www.ulleung.go.kr/tour/page.htm?mnu_uid=1991&
2nd rowhttp://lib.iansan.net
3rd rowhttps://www.ulleung.go.kr/tour/page.htm?mnu_uid=1991&
4th rowhttps://www.ulleung.go.kr/tour/page.htm?mnu_uid=1991&
5th rowhttps://www.ulleung.go.kr/tour/page.htm?mnu_uid=1991&

Common Values

ValueCountFrequency (%)
http://www.ayac.or.kr 20
20.0%
https://www.ulleung.go.kr/tour/page.htm?mnu_uid=1986& 16
16.0%
https://www.ulleung.go.kr/tour/page.htm?mnu_uid=1992& 16
16.0%
https://www.ulleung.go.kr/tour/page.htm?mnu_uid=1989& 16
16.0%
https://www.ulleung.go.kr/tour/page.htm?mnu_uid=1988& 15
15.0%
https://www.ulleung.go.kr/tour/page.htm?mnu_uid=1991& 14
14.0%
http://lib.iansan.net 3
 
3.0%

Length

2023-12-10T18:40:44.878890image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T18:40:45.066349image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
http://www.ayac.or.kr 20
20.0%
https://www.ulleung.go.kr/tour/page.htm?mnu_uid=1986 16
16.0%
https://www.ulleung.go.kr/tour/page.htm?mnu_uid=1992 16
16.0%
https://www.ulleung.go.kr/tour/page.htm?mnu_uid=1989 16
16.0%
https://www.ulleung.go.kr/tour/page.htm?mnu_uid=1988 15
15.0%
https://www.ulleung.go.kr/tour/page.htm?mnu_uid=1991 14
14.0%
http://lib.iansan.net 3
 
3.0%

relate_info_cn
Categorical

Distinct7
Distinct (%)7.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
안양예술공원, APAP, 김중업박물관
20 
울릉도의 비경을 배경으로 푸른 동해 바다에서 오징어를 잡아보고,오징어 건조과정을 체험하면서 각종 오징어요리를 즐길 수 있는 행사
16 
버스킹, 전시 및 체험행사, 독도아리랑 콘서트 등 다양한 문화행사로 진행
16 
전통문화 계승발전과 건전한 사회 기풍을 조성함과 향토문화 창달에 기여
16 
울릉도 개척 정신을 기리고 울릉이 문화의 고장임을 널리 소개
15 
Other values (2)
17 

Length

Max length71
Median length39
Mean length38.23
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row주민과 관광객들의 만남의 장으로 한여름밤의 낭만을 즐길 수 있는 행사
2nd row<NA>
3rd row주민과 관광객들의 만남의 장으로 한여름밤의 낭만을 즐길 수 있는 행사
4th row주민과 관광객들의 만남의 장으로 한여름밤의 낭만을 즐길 수 있는 행사
5th row주민과 관광객들의 만남의 장으로 한여름밤의 낭만을 즐길 수 있는 행사

Common Values

ValueCountFrequency (%)
안양예술공원, APAP, 김중업박물관 20
20.0%
울릉도의 비경을 배경으로 푸른 동해 바다에서 오징어를 잡아보고,오징어 건조과정을 체험하면서 각종 오징어요리를 즐길 수 있는 행사 16
16.0%
버스킹, 전시 및 체험행사, 독도아리랑 콘서트 등 다양한 문화행사로 진행 16
16.0%
전통문화 계승발전과 건전한 사회 기풍을 조성함과 향토문화 창달에 기여 16
16.0%
울릉도 개척 정신을 기리고 울릉이 문화의 고장임을 널리 소개 15
15.0%
주민과 관광객들의 만남의 장으로 한여름밤의 낭만을 즐길 수 있는 행사 14
14.0%
<NA> 3
 
3.0%

Length

2023-12-10T18:40:45.318627image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T18:40:45.496585image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
행사 30
 
3.3%
있는 30
 
3.3%
수 30
 
3.3%
즐길 30
 
3.3%
안양예술공원 20
 
2.2%
김중업박물관 20
 
2.2%
apap 20
 
2.2%
진행 16
 
1.8%
콘서트 16
 
1.8%
등 16
 
1.8%
Other values (44) 670
74.6%

base_de
Categorical

CONSTANT 

Distinct1
Distinct (%)1.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
20211012
100 

Length

Max length8
Median length8
Mean length8
Min length8

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row20211012
2nd row20211012
3rd row20211012
4th row20211012
5th row20211012

Common Values

ValueCountFrequency (%)
20211012 100
100.0%

Length

2023-12-10T18:40:45.752429image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T18:40:45.908837image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
20211012 100
100.0%

provd_instt_cd
Categorical

Distinct3
Distinct (%)3.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
5260000
77 
3830000
20 
3930000
 
3

Length

Max length7
Median length7
Mean length7
Min length7

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row5260000
2nd row3930000
3rd row5260000
4th row5260000
5th row5260000

Common Values

ValueCountFrequency (%)
5260000 77
77.0%
3830000 20
 
20.0%
3930000 3
 
3.0%

Length

2023-12-10T18:40:46.080069image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T18:40:46.323487image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
5260000 77
77.0%
3830000 20
 
20.0%
3930000 3
 
3.0%

provd_instt_nm
Categorical

Distinct3
Distinct (%)3.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
경상북도 울릉군
77 
경기도 안양시
20 
경기도 안산시
 
3

Length

Max length8
Median length8
Mean length7.77
Min length7

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row경상북도 울릉군
2nd row경기도 안산시
3rd row경상북도 울릉군
4th row경상북도 울릉군
5th row경상북도 울릉군

Common Values

ValueCountFrequency (%)
경상북도 울릉군 77
77.0%
경기도 안양시 20
 
20.0%
경기도 안산시 3
 
3.0%

Length

2023-12-10T18:40:46.535169image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T18:40:46.755130image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
경상북도 77
38.5%
울릉군 77
38.5%
경기도 23
 
11.5%
안양시 20
 
10.0%
안산시 3
 
1.5%

trrsrt_poi_nm
Categorical

Distinct38
Distinct (%)38.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
독도전망대
 
5
울릉기념품종합전시장
 
5
대덕상회
 
5
행남해안산책로
 
5
달맞이축제
 
5
Other values (33)
75 

Length

Max length17
Median length9
Mean length5.13
Min length2

Unique

Unique22 ?
Unique (%)22.0%

Sample

1st row독도전망대
2nd row어린이교통체험장
3rd row행남해안산책로
4th row달맞이축제
5th row금강원

Common Values

ValueCountFrequency (%)
독도전망대 5
 
5.0%
울릉기념품종합전시장 5
 
5.0%
대덕상회 5
 
5.0%
행남해안산책로 5
 
5.0%
달맞이축제 5
 
5.0%
금강원 5
 
5.0%
울릉도유람선 5
 
5.0%
대원사 5
 
5.0%
덕성상회 5
 
5.0%
독도문방구 5
 
5.0%
Other values (28) 50
50.0%

Length

2023-12-10T18:40:47.030817image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
독도전망대 5
 
5.0%
덕성상회 5
 
5.0%
울릉기념품종합전시장 5
 
5.0%
죽도관광단지 5
 
5.0%
독도전망대케이블카 5
 
5.0%
독도등대 5
 
5.0%
독도문방구 5
 
5.0%
보덕사 5
 
5.0%
대원사 5
 
5.0%
금강원 5
 
5.0%
Other values (28) 50
50.0%

trrsrt_bhf_nm
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing100
Missing (%)100.0%
Memory size1.0 KiB

trrsrt_asstn_nm
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing100
Missing (%)100.0%
Memory size1.0 KiB

trrsrt_cl_nm
Real number (ℝ)

Distinct7
Distinct (%)7.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean98908.77
Minimum60503
Maximum180302
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T18:40:47.266432image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum60503
5-th percentile60513
Q160513
median91802
Q3113927
95-th percentile180302
Maximum180302
Range119799
Interquartile range (IQR)53414

Descriptive statistics

Standard deviation49004.704
Coefficient of variation (CV)0.49545358
Kurtosis-0.85697186
Mean98908.77
Median Absolute Deviation (MAD)31289
Skewness0.9418779
Sum9890877
Variance2.401461 × 109
MonotonicityNot monotonic
2023-12-10T18:40:47.495397image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=7)
ValueCountFrequency (%)
60513 36
36.0%
91802 27
27.0%
180302 25
25.0%
60523 5
 
5.0%
60514 5
 
5.0%
60517 1
 
1.0%
60503 1
 
1.0%
ValueCountFrequency (%)
60503 1
 
1.0%
60513 36
36.0%
60514 5
 
5.0%
60517 1
 
1.0%
60523 5
 
5.0%
91802 27
27.0%
180302 25
25.0%
ValueCountFrequency (%)
180302 25
25.0%
91802 27
27.0%
60523 5
 
5.0%
60517 1
 
1.0%
60514 5
 
5.0%
60513 36
36.0%
60503 1
 
1.0%

trrsrt_pnu
Real number (ℝ)

Distinct37
Distinct (%)37.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean4.6386346 × 1018
Minimum4.1171101 × 1018
Maximum4.794025 × 1018
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T18:40:47.725364image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum4.1171101 × 1018
5-th percentile4.1171101 × 1018
Q14.794025 × 1018
median4.794025 × 1018
Q34.794025 × 1018
95-th percentile4.794025 × 1018
Maximum4.794025 × 1018
Range6.7691493 × 1017
Interquartile range (IQR)3.2498995 × 108

Descriptive statistics

Standard deviation2.8575584 × 1017
Coefficient of variation (CV)0.061603438
Kurtosis-0.30882183
Mean4.6386346 × 1018
Median Absolute Deviation (MAD)97689600
Skewness-1.3029107
Sum2.694858 × 1018
Variance8.16564 × 1034
MonotonicityNot monotonic
2023-12-10T18:40:47.975668image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=37)
ValueCountFrequency (%)
4794025024200040000 9
 
9.0%
4794025024200110000 5
 
5.0%
4794025024101920002 5
 
5.0%
4794025024105810001 5
 
5.0%
4794025027100300003 5
 
5.0%
4794025025100550003 5
 
5.0%
4794025025200010001 5
 
5.0%
4794025024100430008 5
 
5.0%
4794025024100730005 5
 
5.0%
4794025024100230000 5
 
5.0%
Other values (27) 46
46.0%
ValueCountFrequency (%)
4117110100104140008 1
1.0%
4117110100104620005 1
1.0%
4117110100104620076 1
1.0%
4117110100106180058 1
1.0%
4117110100106180306 1
1.0%
4117110100106220234 1
1.0%
4117110100106270029 1
1.0%
4117110100106740257 1
1.0%
4117110100107070135 1
1.0%
4117110100107080196 1
1.0%
ValueCountFrequency (%)
4794025027100300003 5
5.0%
4794025026106210000 5
5.0%
4794025026102380000 5
5.0%
4794025025200010001 5
5.0%
4794025025100550003 5
5.0%
4794025024200110000 5
5.0%
4794025024200040000 9
9.0%
4794025024105810001 5
5.0%
4794025024105560000 5
5.0%
4794025024102420002 4
4.0%

trrsrt_li_nm
Categorical

Distinct5
Distinct (%)5.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
도동리
52 
<NA>
23 
사동리
10 
저동리
10 
독도리
 
5

Length

Max length4
Median length3
Mean length3.23
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
도동리 52
52.0%
<NA> 23
23.0%
사동리 10
 
10.0%
저동리 10
 
10.0%
독도리 5
 
5.0%

Length

2023-12-10T18:40:48.262589image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T18:40:48.450829image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
도동리 52
52.0%
na 23
23.0%
사동리 10
 
10.0%
저동리 10
 
10.0%
독도리 5
 
5.0%

trrsrt_lnbr_no
Real number (ℝ)

MISSING 

Distinct30
Distinct (%)38.5%
Missing22
Missing (%)22.0%
Infinite0
Infinite (%)0.0%
Mean400.17949
Minimum23
Maximum1583
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T18:40:48.626605image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum23
5-th percentile23
Q159.5
median240
Q3620.25
95-th percentile1289.45
Maximum1583
Range1560
Interquartile range (IQR)560.75

Descriptive statistics

Standard deviation379.6564
Coefficient of variation (CV)0.94871529
Kurtosis0.91501322
Mean400.17949
Median Absolute Deviation (MAD)213.5
Skewness1.1472753
Sum31214
Variance144138.98
MonotonicityNot monotonic
2023-12-10T18:40:48.830860image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=30)
ValueCountFrequency (%)
43 5
 
5.0%
238 5
 
5.0%
73 5
 
5.0%
30 5
 
5.0%
55 5
 
5.0%
581 5
 
5.0%
192 5
 
5.0%
556 5
 
5.0%
23 5
 
5.0%
621 5
 
5.0%
Other values (20) 28
28.0%
(Missing) 22
22.0%
ValueCountFrequency (%)
23 5
5.0%
30 5
5.0%
43 5
5.0%
55 5
5.0%
73 5
5.0%
191 4
4.0%
192 5
5.0%
238 5
5.0%
242 4
4.0%
414 1
 
1.0%
ValueCountFrequency (%)
1583 1
1.0%
1353 1
1.0%
1351 1
1.0%
1343 1
1.0%
1280 1
1.0%
1088 1
1.0%
997 1
1.0%
973 1
1.0%
833 1
1.0%
709 1
1.0%

trrsrt_road_nm_cd
Real number (ℝ)

Distinct29
Distinct (%)29.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean4.638659 × 1011
Minimum4.1171318 × 1011
Maximum4.7940478 × 1011
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T18:40:49.043101image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum4.1171318 × 1011
5-th percentile4.1171318 × 1011
Q14.7940478 × 1011
median4.7940478 × 1011
Q34.7940478 × 1011
95-th percentile4.7940478 × 1011
Maximum4.7940478 × 1011
Range6.7691596 × 1010
Interquartile range (IQR)14.5

Descriptive statistics

Standard deviation2.8575285 × 1010
Coefficient of variation (CV)0.06160247
Kurtosis-0.30882186
Mean4.638659 × 1011
Median Absolute Deviation (MAD)7
Skewness-1.3029107
Sum4.638659 × 1013
Variance8.1654693 × 1020
MonotonicityNot monotonic
2023-12-10T18:40:49.291224image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=29)
ValueCountFrequency (%)
479404778021 19
19.0%
479404778012 10
 
10.0%
479404778013 9
 
9.0%
479404778023 5
 
5.0%
479404778041 5
 
5.0%
479404778071 5
 
5.0%
479404778037 5
 
5.0%
479404778019 5
 
5.0%
479404778049 5
 
5.0%
479404778040 5
 
5.0%
Other values (19) 27
27.0%
ValueCountFrequency (%)
411713182001 1
1.0%
411713182007 1
1.0%
411713182027 2
2.0%
411713183020 2
2.0%
411714346039 2
2.0%
411714346072 1
1.0%
411714346100 1
1.0%
411714346108 1
1.0%
411714346109 1
1.0%
411714346116 2
2.0%
ValueCountFrequency (%)
479404778071 5
 
5.0%
479404778049 5
 
5.0%
479404778041 5
 
5.0%
479404778040 5
 
5.0%
479404778037 5
 
5.0%
479404778023 5
 
5.0%
479404778021 19
19.0%
479404778019 5
 
5.0%
479404778017 4
 
4.0%
479404778013 9
9.0%

trrsrt_road_nm
Categorical

Distinct29
Distinct (%)29.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
도동길
19 
도동1길
10 
도동2길
9 
약수터길
 
5
저동1길
 
5
Other values (24)
52 

Length

Max length10
Median length9
Mean length4.27
Min length3

Unique

Unique13 ?
Unique (%)13.0%

Sample

1st row도동1길
2nd row석호공원로
3rd row도동길
4th row옥천길
5th row중령길

Common Values

ValueCountFrequency (%)
도동길 19
19.0%
도동1길 10
 
10.0%
도동2길 9
 
9.0%
약수터길 5
 
5.0%
저동1길 5
 
5.0%
죽도길 5
 
5.0%
독도이사부길 5
 
5.0%
도동8길 5
 
5.0%
중령길 5
 
5.0%
옥천길 5
 
5.0%
Other values (19) 27
27.0%

Length

2023-12-10T18:40:49.590630image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
도동길 19
19.0%
도동1길 10
 
10.0%
도동2길 9
 
9.0%
약수터길 5
 
5.0%
저동1길 5
 
5.0%
죽도길 5
 
5.0%
독도이사부길 5
 
5.0%
도동8길 5
 
5.0%
중령길 5
 
5.0%
옥천길 5
 
5.0%
Other values (19) 27
27.0%

trrsrt_buld_no
Real number (ℝ)

Distinct32
Distinct (%)32.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean48.29
Minimum1
Maximum461
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T18:40:49.787508image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile5
Q115
median34
Q359
95-th percentile106.45
Maximum461
Range460
Interquartile range (IQR)44

Descriptive statistics

Standard deviation57.419649
Coefficient of variation (CV)1.1890588
Kurtosis27.840364
Mean48.29
Median Absolute Deviation (MAD)21
Skewness4.4227465
Sum4829
Variance3297.0161
MonotonicityNot monotonic
2023-12-10T18:40:50.015218image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=32)
ValueCountFrequency (%)
5 10
 
10.0%
34 9
 
9.0%
14 6
 
6.0%
18 5
 
5.0%
33 5
 
5.0%
99 5
 
5.0%
55 5
 
5.0%
59 5
 
5.0%
63 5
 
5.0%
40 5
 
5.0%
Other values (22) 40
40.0%
ValueCountFrequency (%)
1 1
 
1.0%
2 1
 
1.0%
5 10
10.0%
8 5
5.0%
14 6
6.0%
15 5
5.0%
17 1
 
1.0%
18 5
5.0%
21 1
 
1.0%
25 2
 
2.0%
ValueCountFrequency (%)
461 1
 
1.0%
259 1
 
1.0%
155 1
 
1.0%
116 1
 
1.0%
115 1
 
1.0%
106 5
5.0%
103 1
 
1.0%
99 5
5.0%
65 2
 
2.0%
63 5
5.0%

trrsrt_la
Real number (ℝ)

Distinct39
Distinct (%)39.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean37.449202
Minimum37.239227
Maximum37.52853
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T18:40:50.215528image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum37.239227
5-th percentile37.291088
Q137.411293
median37.482584
Q337.483541
95-th percentile37.497898
Maximum37.52853
Range0.28930259
Interquartile range (IQR)0.072247841

Descriptive statistics

Standard deviation0.068461411
Coefficient of variation (CV)0.001828114
Kurtosis2.7203066
Mean37.449202
Median Absolute Deviation (MAD)0.0044684624
Skewness-1.7885333
Sum3744.9202
Variance0.0046869648
MonotonicityNot monotonic
2023-12-10T18:40:50.490346image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=39)
ValueCountFrequency (%)
37.4822002904792 5
 
5.0%
37.4833866999294 5
 
5.0%
37.4830061765266 5
 
5.0%
37.2392271914432 5
 
5.0%
37.4962856616161 5
 
5.0%
37.5285297855933 5
 
5.0%
37.4832111613014 5
 
5.0%
37.4827466280867 5
 
5.0%
37.4815280270352 5
 
5.0%
37.4647597854681 5
 
5.0%
Other values (29) 50
50.0%
ValueCountFrequency (%)
37.2392271914432 5
5.0%
37.2938172611341 1
 
1.0%
37.2938984125278 1
 
1.0%
37.3024456588963 1
 
1.0%
37.3643027109289 1
 
1.0%
37.3773904560003 1
 
1.0%
37.3817600392997 1
 
1.0%
37.3830459722168 1
 
1.0%
37.3840011830385 1
 
1.0%
37.3888390261435 1
 
1.0%
ValueCountFrequency (%)
37.5285297855933 5
5.0%
37.4962856616161 5
5.0%
37.4870520180958 4
4.0%
37.4868944366035 4
4.0%
37.4855530411615 5
5.0%
37.4835411972325 4
4.0%
37.4833866999294 5
5.0%
37.4832111613014 5
5.0%
37.4830061765266 5
5.0%
37.4827466280867 5
5.0%

trrsrt_lo
Real number (ℝ)

Distinct39
Distinct (%)39.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean130.03492
Minimum126.84245
Maximum131.86977
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T18:40:50.833714image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum126.84245
5-th percentile126.90643
Q1130.87539
median130.90689
Q3130.90945
95-th percentile130.98315
Maximum131.86977
Range5.0273217
Interquartile range (IQR)0.034064167

Descriptive statistics

Standard deviation1.7294365
Coefficient of variation (CV)0.013299785
Kurtosis-0.34217484
Mean130.03492
Median Absolute Deviation (MAD)0.0092218078
Skewness-1.2427764
Sum13003.492
Variance2.9909506
MonotonicityNot monotonic
2023-12-10T18:40:51.208985image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=39)
ValueCountFrequency (%)
130.906990512483 5
 
5.0%
130.906889445966 5
 
5.0%
130.900218624264 5
 
5.0%
131.869769953695 5
 
5.0%
130.909449332075 5
 
5.0%
130.936480972301 5
 
5.0%
130.908001411447 5
 
5.0%
130.907920367113 5
 
5.0%
130.909715999872 5
 
5.0%
130.875385165478 5
 
5.0%
Other values (29) 50
50.0%
ValueCountFrequency (%)
126.842448293642 1
1.0%
126.84417246329 1
1.0%
126.846472904897 1
1.0%
126.89982276488 1
1.0%
126.90092255419 1
1.0%
126.906721066135 1
1.0%
126.908122187814 1
1.0%
126.915599249958 1
1.0%
126.917968094106 1
1.0%
126.91827127096 1
1.0%
ValueCountFrequency (%)
131.869769953695 5
5.0%
130.936480972301 5
5.0%
130.920317123243 4
4.0%
130.912973914566 5
5.0%
130.909715999872 5
5.0%
130.909449332075 5
5.0%
130.908001411447 5
5.0%
130.907920367113 5
5.0%
130.907124054838 4
4.0%
130.906990512483 5
5.0%

trrsrt_gid_cd
Categorical

Distinct38
Distinct (%)38.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
사사012481
9 
사사006480
 
5
사사876245
 
5
사사014495
 
5
사사036532
 
5
Other values (33)
71 

Length

Max length8
Median length8
Mean length8
Min length8

Unique

Unique23 ?
Unique (%)23.0%

Sample

1st row사사012480
2nd row다사418228
3rd row사사017480
4th row바사996469
5th row바사985459

Common Values

ValueCountFrequency (%)
사사012481 9
 
9.0%
사사006480 5
 
5.0%
사사876245 5
 
5.0%
사사014495 5
 
5.0%
사사036532 5
 
5.0%
사사013481 5
 
5.0%
사사013480 5
 
5.0%
사사015479 5
 
5.0%
바사985459 5
 
5.0%
바사996469 5
 
5.0%
Other values (28) 46
46.0%

Length

2023-12-10T18:40:51.489348image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
사사012481 9
 
9.0%
사사876245 5
 
5.0%
사사014495 5
 
5.0%
사사036532 5
 
5.0%
사사013481 5
 
5.0%
사사013480 5
 
5.0%
사사015479 5
 
5.0%
바사985459 5
 
5.0%
바사996469 5
 
5.0%
사사017480 5
 
5.0%
Other values (28) 46
46.0%

Sample

esntl_idlclas_nmmlsfc_nmfclty_nmctprvn_nmsigngu_nmlegaldong_nmadstrd_nmfclty_road_nm_addrzip_nogid_cdfclty_lafclty_loopar_nmfstvl_begin_defstvl_end_defstvl_cnmnnst_nmauspc_instt_nmsport_instt_nmtel_nohmpg_urlrelate_info_cnbase_deprovd_instt_cdprovd_instt_nmtrrsrt_poi_nmtrrsrt_bhf_nmtrrsrt_asstn_nmtrrsrt_cl_nmtrrsrt_pnutrrsrt_li_nmtrrsrt_lnbr_notrrsrt_road_nm_cdtrrsrt_road_nmtrrsrt_buld_notrrsrt_latrrsrt_lotrrsrt_gid_cd
0KCFNTPO21N000000004행사행사울릉해변가요제경상북도울릉군울릉읍울릉읍경상북도 울릉군 울릉읍 도동2길 6640222사사01148237.484333130.905642저동항2020080120200831군민가요제, 불꽃놀이(사)울릉청년단울릉군<NA>547914116https://www.ulleung.go.kr/tour/page.htm?mnu_uid=1991&주민과 관광객들의 만남의 장으로 한여름밤의 낭만을 즐길 수 있는 행사202110125260000경상북도 울릉군독도전망대<NA><NA>605134794025024200110000도동리<NA>479404778012도동1길537.4822130.906991사사012480
1KCFNTPO21N000015313행사행사안산시도서관책문화축제경기도안산시 상록구사동사동경기도 안산시 상록구 해안로 561(사동)15592다사39622337.298403126.819135안산 호수공원 중앙광장2014101420141014도서관홍보, 체험, 북콘서트, 전시 등안산중앙도서관안산중앙도서관<NA>314813862http://lib.iansan.net<NA>202110123930000경기도 안산시어린이교통체험장<NA><NA>605134127110300115830000<NA>1583412713190039석호공원로137.302446126.844172다사418228
2KCFNTPO21N000000008행사행사울릉해변가요제경상북도울릉군울릉읍울릉읍경상북도 울릉군 울릉읍 도동2길 6640222사사01148237.484333130.905642저동항2020080120200831군민가요제, 불꽃놀이(사)울릉청년단울릉군<NA>547914116https://www.ulleung.go.kr/tour/page.htm?mnu_uid=1991&주민과 관광객들의 만남의 장으로 한여름밤의 낭만을 즐길 수 있는 행사202110125260000경상북도 울릉군행남해안산책로<NA><NA>605134794025024200040000도동리<NA>479404778021도동길3437.482584130.912974사사017480
3KCFNTPO21N000000009행사행사울릉해변가요제경상북도울릉군울릉읍울릉읍경상북도 울릉군 울릉읍 도동2길 6640222사사01148237.484333130.905642저동항2020080120200831군민가요제, 불꽃놀이(사)울릉청년단울릉군<NA>547914116https://www.ulleung.go.kr/tour/page.htm?mnu_uid=1991&주민과 관광객들의 만남의 장으로 한여름밤의 낭만을 즐길 수 있는 행사202110125260000경상북도 울릉군달맞이축제<NA><NA>605234794025026102380000사동리238479404778040옥천길837.472994130.88798바사996469
4KCFNTPO21N000000011행사행사울릉해변가요제경상북도울릉군울릉읍울릉읍경상북도 울릉군 울릉읍 도동2길 6640222사사01148237.484333130.905642저동항2020080120200831군민가요제, 불꽃놀이(사)울릉청년단울릉군<NA>547914116https://www.ulleung.go.kr/tour/page.htm?mnu_uid=1991&주민과 관광객들의 만남의 장으로 한여름밤의 낭만을 즐길 수 있는 행사202110125260000경상북도 울릉군금강원<NA><NA>605134794025026106210000사동리621479404778049중령길10637.46476130.875385바사985459
5KCFNTPO21N000000016행사행사울릉해변가요제경상북도울릉군울릉읍울릉읍경상북도 울릉군 울릉읍 도동2길 6640222사사01148237.484333130.905642저동항2020080120200831군민가요제, 불꽃놀이(사)울릉청년단울릉군<NA>547914116https://www.ulleung.go.kr/tour/page.htm?mnu_uid=1991&주민과 관광객들의 만남의 장으로 한여름밤의 낭만을 즐길 수 있는 행사202110125260000경상북도 울릉군울릉도유람선<NA><NA>605144794025024100230000도동리23479404778021도동길1437.481528130.909716사사015479
6KCFNTPO21N000000017행사행사울릉해변가요제경상북도울릉군울릉읍울릉읍경상북도 울릉군 울릉읍 도동2길 6640222사사01148237.484333130.905642저동항2020080120200831군민가요제, 불꽃놀이(사)울릉청년단울릉군<NA>547914116https://www.ulleung.go.kr/tour/page.htm?mnu_uid=1991&주민과 관광객들의 만남의 장으로 한여름밤의 낭만을 즐길 수 있는 행사202110125260000경상북도 울릉군대원사<NA><NA>1803024794025024105560000도동리556479404778019도동8길1537.485553130.897668사사004483
7KCFNTPO21N000015314행사행사안산시도서관책문화축제경기도안산시 상록구사동사동경기도 안산시 상록구 해안로 561(사동)15592다사39622337.298403126.819135안산 호수공원 중앙광장2014101420141014도서관홍보, 체험, 북콘서트, 전시 등안산중앙도서관안산중앙도서관<NA>314813862http://lib.iansan.net<NA>202110123930000경기도 안산시고려선원<NA><NA>1803024127110300113510008<NA>1351412714370087댕이길4337.293898126.846473다사420218
8KCFNTPO21N000000020행사행사울릉해변가요제경상북도울릉군울릉읍울릉읍경상북도 울릉군 울릉읍 도동2길 6640222사사01148237.484333130.905642저동항2020080120200831군민가요제, 불꽃놀이(사)울릉청년단울릉군<NA>547914116https://www.ulleung.go.kr/tour/page.htm?mnu_uid=1991&주민과 관광객들의 만남의 장으로 한여름밤의 낭만을 즐길 수 있는 행사202110125260000경상북도 울릉군대덕상회<NA><NA>918024794025024101920002도동리192479404778012도동1길4037.483387130.906889사사012481
9KCFNTPO21N000000021행사행사울릉해변가요제경상북도울릉군울릉읍울릉읍경상북도 울릉군 울릉읍 도동2길 6640222사사01148237.484333130.905642저동항2020080120200831군민가요제, 불꽃놀이(사)울릉청년단울릉군<NA>547914116https://www.ulleung.go.kr/tour/page.htm?mnu_uid=1991&주민과 관광객들의 만남의 장으로 한여름밤의 낭만을 즐길 수 있는 행사202110125260000경상북도 울릉군덕성상회<NA><NA>918024794025024100430008도동리43479404778013도동2길1837.483211130.908001사사013481
esntl_idlclas_nmmlsfc_nmfclty_nmctprvn_nmsigngu_nmlegaldong_nmadstrd_nmfclty_road_nm_addrzip_nogid_cdfclty_lafclty_loopar_nmfstvl_begin_defstvl_end_defstvl_cnmnnst_nmauspc_instt_nmsport_instt_nmtel_nohmpg_urlrelate_info_cnbase_deprovd_instt_cdprovd_instt_nmtrrsrt_poi_nmtrrsrt_bhf_nmtrrsrt_asstn_nmtrrsrt_cl_nmtrrsrt_pnutrrsrt_li_nmtrrsrt_lnbr_notrrsrt_road_nm_cdtrrsrt_road_nmtrrsrt_buld_notrrsrt_latrrsrt_lotrrsrt_gid_cd
90KCFNTPO21N000000155행사행사2016 광복기념음악회경기도안양시 만안구안양동안양동경기도 안양시 만안구 병목안로 21514023다사47531937.385289126.907676병목안시민공원2016081520160815안양필하모닉 오케스트라연주, 트럼펫연주곡, 안양시립합창단 공연등(재)안양문화예술재단(재)안양문화예술재단<NA>316870500http://www.ayac.or.kr안양예술공원, APAP, 김중업박물관202110123830000경기도 안양시안양포교당<NA><NA>1803024117110100108330027<NA>833411714346100박달로567번길3537.40438126.915599다사482340
91KCFNTPO21N000000157행사행사2016 광복기념음악회경기도안양시 만안구안양동안양동경기도 안양시 만안구 병목안로 21514023다사47531937.385289126.907676병목안시민공원2016081520160815안양필하모닉 오케스트라연주, 트럼펫연주곡, 안양시립합창단 공연등(재)안양문화예술재단(재)안양문화예술재단<NA>316870500http://www.ayac.or.kr안양예술공원, APAP, 김중업박물관202110123830000경기도 안양시법계사<NA><NA>1803024117110100106180306<NA>618411713182027현충로11637.388839126.918854다사485323
92KCFNTPO21N000000158행사행사2016 광복기념음악회경기도안양시 만안구안양동안양동경기도 안양시 만안구 병목안로 21514023다사47531937.385289126.907676병목안시민공원2016081520160815안양필하모닉 오케스트라연주, 트럼펫연주곡, 안양시립합창단 공연등(재)안양문화예술재단(재)안양문화예술재단<NA>316870500http://www.ayac.or.kr안양예술공원, APAP, 김중업박물관202110123830000경기도 안양시보리수<NA><NA>918024117110100106270029<NA>627411714346117삼덕로6번길2537.394669126.923536다사489329
93KCFNTPO21N000000159행사행사2016 광복기념음악회경기도안양시 만안구안양동안양동경기도 안양시 만안구 병목안로 21514023다사47531937.385289126.907676병목안시민공원2016081520160815안양필하모닉 오케스트라연주, 트럼펫연주곡, 안양시립합창단 공연등(재)안양문화예술재단(재)안양문화예술재단<NA>316870500http://www.ayac.or.kr안양예술공원, APAP, 김중업박물관202110123830000경기도 안양시지장사<NA><NA>1803024117110100200160001<NA><NA>411713183020예술공원로154번길6537.416164126.924167다사490353
94KCFNTPO21N000000160행사행사2016 광복기념음악회경기도안양시 만안구안양동안양동경기도 안양시 만안구 병목안로 21514023다사47531937.385289126.907676병목안시민공원2016081520160815안양필하모닉 오케스트라연주, 트럼펫연주곡, 안양시립합창단 공연등(재)안양문화예술재단(재)안양문화예술재단<NA>316870500http://www.ayac.or.kr안양예술공원, APAP, 김중업박물관202110123830000경기도 안양시법원사<NA><NA>1803024117110100104620076<NA>462411714346039냉천로31번길3937.384001126.925588다사491318
95KCFNTPO21N000000162행사행사2016 광복기념음악회경기도안양시 만안구안양동안양동경기도 안양시 만안구 병목안로 21514023다사47531937.385289126.907676병목안시민공원2016081520160815안양필하모닉 오케스트라연주, 트럼펫연주곡, 안양시립합창단 공연등(재)안양문화예술재단(재)안양문화예술재단<NA>316870500http://www.ayac.or.kr안양예술공원, APAP, 김중업박물관202110123830000경기도 안양시경기도어린이식품안전체험관안양센터<NA><NA>605134117110100104620005<NA>462411714346039냉천로31번길3337.383046126.926474다사492317
96KCFNTPO21N000000163행사행사2016 광복기념음악회경기도안양시 만안구안양동안양동경기도 안양시 만안구 병목안로 21514023다사47531937.385289126.907676병목안시민공원2016081520160815안양필하모닉 오케스트라연주, 트럼펫연주곡, 안양시립합창단 공연등(재)안양문화예술재단(재)안양문화예술재단<NA>316870500http://www.ayac.or.kr안양예술공원, APAP, 김중업박물관202110123830000경기도 안양시안흥사<NA><NA>1803024117110100113430000<NA>1343411714346276예술공원로154번길2137.417996126.923429다사489355
97KCFNTPO21N000000164행사행사2016 광복기념음악회경기도안양시 만안구안양동안양동경기도 안양시 만안구 병목안로 21514023다사47531937.385289126.907676병목안시민공원2016081520160815안양필하모닉 오케스트라연주, 트럼펫연주곡, 안양시립합창단 공연등(재)안양문화예술재단(재)안양문화예술재단<NA>316870500http://www.ayac.or.kr안양예술공원, APAP, 김중업박물관202110123830000경기도 안양시백련사<NA><NA>1803024117110100106220234<NA>622411714346191안양로268번길3737.397674126.924949다사491333
98KCFNTPO21N000000165행사행사2016 광복기념음악회경기도안양시 만안구안양동안양동경기도 안양시 만안구 병목안로 21514023다사47531937.385289126.907676병목안시민공원2016081520160815안양필하모닉 오케스트라연주, 트럼펫연주곡, 안양시립합창단 공연등(재)안양문화예술재단(재)안양문화예술재단<NA>316870500http://www.ayac.or.kr안양예술공원, APAP, 김중업박물관202110123830000경기도 안양시보덕사<NA><NA>1803024117110100109730062<NA>973411714346108병목안로130번길11537.39325126.906721다사474328
99KCFNTPO21N000000166행사행사2016 광복기념음악회경기도안양시 만안구안양동안양동경기도 안양시 만안구 병목안로 21514023다사47531937.385289126.907676병목안시민공원2016081520160815안양필하모닉 오케스트라연주, 트럼펫연주곡, 안양시립합창단 공연등(재)안양문화예술재단(재)안양문화예술재단<NA>316870500http://www.ayac.or.kr안양예술공원, APAP, 김중업박물관202110123830000경기도 안양시묘정사<NA><NA>1803024117110100110880029<NA>1088411714346312창박로41번길6537.38176126.900923다사469315