Overview

Dataset statistics

Number of variables29
Number of observations1537
Missing cells9699
Missing cells (%)21.8%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory358.9 KiB
Average record size in memory239.1 B

Variable types

Text11
DateTime3
Categorical7
Numeric3
Boolean1
Unsupported4

Dataset

Description공연행사 정보 현황(제공표준)
Author경기도
URLhttps://data.gg.go.kr/portal/data/service/selectServicePage.do?&infId=24YK5476N34OT72Z3HC412744001&infSeq=1

Alerts

후원기관명 has a high cardinality: 51 distinct valuesHigh cardinality
후원기관명 is highly imbalanced (65.0%)Imbalance
유의사항 is highly imbalanced (70.4%)Imbalance
주차장보유여부 is highly imbalanced (82.1%)Imbalance
객석수 has 280 (18.2%) missing valuesMissing
관람요금 has 688 (44.8%) missing valuesMissing
입장연령 has 284 (18.5%) missing valuesMissing
할인정보 has 1152 (75.0%) missing valuesMissing
주차장보유여부 has 55 (3.6%) missing valuesMissing
정제도로명주소 has 1537 (100.0%) missing valuesMissing
정제지번주소 has 1537 (100.0%) missing valuesMissing
정제WGS84위도 has 1537 (100.0%) missing valuesMissing
정제WGS84경도 has 1537 (100.0%) missing valuesMissing
소재지도로명주소 has 31 (2.0%) missing valuesMissing
소재지지번주소 has 308 (20.0%) missing valuesMissing
WGS84위도 has 368 (23.9%) missing valuesMissing
WGS84경도 has 368 (23.9%) missing valuesMissing
정제도로명주소 is an unsupported type, check if it needs cleaning or further analysisUnsupported
정제지번주소 is an unsupported type, check if it needs cleaning or further analysisUnsupported
정제WGS84위도 is an unsupported type, check if it needs cleaning or further analysisUnsupported
정제WGS84경도 is an unsupported type, check if it needs cleaning or further analysisUnsupported
객석수 has 46 (3.0%) zerosZeros

Reproduction

Analysis started2024-05-10 20:18:48.164819
Analysis finished2024-05-10 20:18:52.039348
Duration3.87 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

행사명
Text

Distinct1390
Distinct (%)90.4%
Missing0
Missing (%)0.0%
Memory size12.1 KiB
2024-05-10T20:18:52.368408image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length65
Median length52
Mean length20.683149
Min length3

Characters and Unicode

Total characters31790
Distinct characters824
Distinct categories15 ?
Distinct scripts4 ?
Distinct blocks9 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique1315 ?
Unique (%)85.6%

Sample

1st row2024 신년음악회 NEW YEARS CONCERT 2024
2nd row마티네 콘서트 12월
3rd row꿈의 오케스트라 용인 제8회 정기연주회<세상 속으로, 여덟 발자국>
4th row2018 광명동굴 스페셜 콘서트
5th row별빛물빛 콘서트 in양평(손성제 Re:turning)
ValueCountFrequency (%)
정기연주회 169
 
3.0%
콘서트 121
 
2.1%
2023 71
 
1.3%
있는 65
 
1.2%
65
 
1.2%
날 63
 
1.1%
문화가 54
 
1.0%
공연 38
 
0.7%
안산시립합창단 37
 
0.7%
수원시립교향악단 36
 
0.6%
Other values (2705) 4918
87.2%
2024-05-10T20:18:53.371477image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
4102
 
12.9%
; 1051
 
3.3%
회 611
 
1.9%
a 608
 
1.9%
t 562
 
1.8%
p 561
 
1.8%
m 560
 
1.8%
연 559
 
1.8%
& 545
 
1.7%
2 486
 
1.5%
Other values (814) 22145
69.7%

Most occurring categories

ValueCountFrequency (%)
Other Letter 19721
62.0%
Space Separator 4102
 
12.9%
Lowercase Letter 3319
 
10.4%
Other Punctuation 1712
 
5.4%
Decimal Number 1640
 
5.2%
Uppercase Letter 680
 
2.1%
Close Punctuation 191
 
0.6%
Open Punctuation 191
 
0.6%
Dash Punctuation 75
 
0.2%
Final Punctuation 52
 
0.2%
Other values (5) 107
 
0.3%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
회 611
 
3.1%
연 559
 
2.8%
기 482
 
2.4%
트 379
 
1.9%
시 362
 
1.8%
단 345
 
1.7%
주 330
 
1.7%
이 330
 
1.7%
악 309
 
1.6%
스 304
 
1.5%
Other values (718) 15710
79.7%
Uppercase Letter
ValueCountFrequency (%)
E 55
 
8.1%
S 55
 
8.1%
N 52
 
7.6%
I 44
 
6.5%
A 40
 
5.9%
O 40
 
5.9%
C 40
 
5.9%
T 36
 
5.3%
R 33
 
4.9%
D 31
 
4.6%
Other values (16) 254
37.4%
Lowercase Letter
ValueCountFrequency (%)
a 608
18.3%
t 562
16.9%
p 561
16.9%
m 560
16.9%
l 289
8.7%
g 270
8.1%
e 64
 
1.9%
i 63
 
1.9%
o 50
 
1.5%
n 49
 
1.5%
Other values (15) 243
 
7.3%
Decimal Number
ValueCountFrequency (%)
2 486
29.6%
0 288
17.6%
1 274
16.7%
3 147
 
9.0%
8 88
 
5.4%
7 80
 
4.9%
5 75
 
4.6%
9 71
 
4.3%
4 66
 
4.0%
6 65
 
4.0%
Other Punctuation
ValueCountFrequency (%)
; 1051
61.4%
& 545
31.8%
, 46
 
2.7%
. 35
 
2.0%
: 22
 
1.3%
? 5
 
0.3%
· 4
 
0.2%
/ 3
 
0.2%
＆ 1
 
0.1%
Close Punctuation
ValueCountFrequency (%)
] 76
39.8%
) 71
37.2%
』 36
18.8%
」 7
 
3.7%
〉 1
 
0.5%
Open Punctuation
ValueCountFrequency (%)
[ 76
39.8%
( 71
37.2%
『 36
18.8%
「 7
 
3.7%
〈 1
 
0.5%
Letter Number
ValueCountFrequency (%)
Ⅱ 4
44.4%
Ⅲ 2
22.2%
Ⅰ 1
 
11.1%
Ⅴ 1
 
11.1%
Ⅳ 1
 
11.1%
Math Symbol
ValueCountFrequency (%)
+ 33
94.3%
~ 1
 
2.9%
× 1
 
2.9%
Other Number
ValueCountFrequency (%)
① 5
50.0%
② 4
40.0%
③ 1
 
10.0%
Space Separator
ValueCountFrequency (%)
4102
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 75
100.0%
Final Punctuation
ValueCountFrequency (%)
’ 52
100.0%
Connector Punctuation
ValueCountFrequency (%)
_ 51
100.0%
Initial Punctuation
ValueCountFrequency (%)
‘ 2
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 19643
61.8%
Common 8061
25.4%
Latin 4008
 
12.6%
Han 78
 
0.2%

Most frequent character per script

Hangul
ValueCountFrequency (%)
회 611
 
3.1%
연 559
 
2.8%
기 482
 
2.5%
트 379
 
1.9%
시 362
 
1.8%
단 345
 
1.8%
주 330
 
1.7%
이 330
 
1.7%
악 309
 
1.6%
스 304
 
1.5%
Other values (691) 15632
79.6%
Latin
ValueCountFrequency (%)
a 608
15.2%
t 562
14.0%
p 561
14.0%
m 560
14.0%
l 289
 
7.2%
g 270
 
6.7%
e 64
 
1.6%
i 63
 
1.6%
E 55
 
1.4%
S 55
 
1.4%
Other values (46) 921
23.0%
Common
ValueCountFrequency (%)
4102
50.9%
; 1051
 
13.0%
& 545
 
6.8%
2 486
 
6.0%
0 288
 
3.6%
1 274
 
3.4%
3 147
 
1.8%
8 88
 
1.1%
7 80
 
1.0%
] 76
 
0.9%
Other values (30) 924
 
11.5%
Han
ValueCountFrequency (%)
多 21
26.9%
展 19
24.4%
愛 6
 
7.7%
詩 6
 
7.7%
樂 3
 
3.8%
魂 2
 
2.6%
人 1
 
1.3%
心 1
 
1.3%
融 1
 
1.3%
故 1
 
1.3%
Other values (17) 17
21.8%

Most occurring blocks

ValueCountFrequency (%)
Hangul 19642
61.8%
ASCII 11902
37.4%
None 94
 
0.3%
CJK 74
 
0.2%
Punctuation 54
 
0.2%
Enclosed Alphanum 10
 
< 0.1%
Number Forms 9
 
< 0.1%
CJK Compat Ideographs 4
 
< 0.1%
Compat Jamo 1
 
< 0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
4102
34.5%
; 1051
 
8.8%
a 608
 
5.1%
t 562
 
4.7%
p 561
 
4.7%
m 560
 
4.7%
& 545
 
4.6%
2 486
 
4.1%
l 289
 
2.4%
0 288
 
2.4%
Other values (67) 2850
23.9%
Hangul
ValueCountFrequency (%)
회 611
 
3.1%
연 559
 
2.8%
기 482
 
2.5%
트 379
 
1.9%
시 362
 
1.8%
단 345
 
1.8%
주 330
 
1.7%
이 330
 
1.7%
악 309
 
1.6%
스 304
 
1.5%
Other values (690) 15631
79.6%
Punctuation
ValueCountFrequency (%)
’ 52
96.3%
‘ 2
 
3.7%
None
ValueCountFrequency (%)
』 36
38.3%
『 36
38.3%
」 7
 
7.4%
「 7
 
7.4%
· 4
 
4.3%
× 1
 
1.1%
＆ 1
 
1.1%
〈 1
 
1.1%
〉 1
 
1.1%
CJK
ValueCountFrequency (%)
多 21
28.4%
展 19
25.7%
愛 6
 
8.1%
詩 6
 
8.1%
魂 2
 
2.7%
人 1
 
1.4%
心 1
 
1.4%
融 1
 
1.4%
故 1
 
1.4%
眞 1
 
1.4%
Other values (15) 15
20.3%
Enclosed Alphanum
ValueCountFrequency (%)
① 5
50.0%
② 4
40.0%
③ 1
 
10.0%
Number Forms
ValueCountFrequency (%)
Ⅱ 4
44.4%
Ⅲ 2
22.2%
Ⅰ 1
 
11.1%
Ⅴ 1
 
11.1%
Ⅳ 1
 
11.1%
CJK Compat Ideographs
ValueCountFrequency (%)
樂 3
75.0%
樂 1
 
25.0%
Compat Jamo
ValueCountFrequency (%)
ㆍ 1
100.0%

장소
Text

Distinct216
Distinct (%)14.1%
Missing0
Missing (%)0.0%
Memory size12.1 KiB
2024-05-10T20:18:53.958102image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length35
Median length18
Mean length9.1893299
Min length2

Characters and Unicode

Total characters14124
Distinct characters288
Distinct categories8 ?
Distinct scripts3 ?
Distinct blocks3 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique108 ?
Unique (%)7.0%

Sample

1st row용인포은아트홀
2nd row용인포은아트홀
3rd row큰어울마당(용인시평생학습관)
4th row광명동굴
5th row양평생활문화센터
ValueCountFrequency (%)
대공연장 201
 
8.4%
이천아트홀 169
 
7.1%
안성맞춤아트홀 133
 
5.6%
소공연장 110
 
4.6%
안산문화예술의전당 106
 
4.4%
콘서트홀 91
 
3.8%
성남아트센터 84
 
3.5%
해돋이극장 74
 
3.1%
시민회관 67
 
2.8%
수원sk아트리움 63
 
2.6%
Other values (254) 1288
54.0%
2024-05-10T20:18:55.060678image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
849
 
6.0%
트 844
 
6.0%
아 754
 
5.3%
홀 655
 
4.6%
장 636
 
4.5%
공 414
 
2.9%
연 394
 
2.8%
관 374
 
2.6%
대 346
 
2.4%
안 309
 
2.2%
Other values (278) 8549
60.5%

Most occurring categories

ValueCountFrequency (%)
Other Letter 12850
91.0%
Space Separator 849
 
6.0%
Uppercase Letter 181
 
1.3%
Decimal Number 135
 
1.0%
Open Punctuation 50
 
0.4%
Close Punctuation 50
 
0.4%
Math Symbol 8
 
0.1%
Other Punctuation 1
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
트 844
 
6.6%
아 754
 
5.9%
홀 655
 
5.1%
장 636
 
4.9%
공 414
 
3.2%
연 394
 
3.1%
관 374
 
2.9%
대 346
 
2.7%
안 309
 
2.4%
성 295
 
2.3%
Other values (255) 7829
60.9%
Uppercase Letter
ValueCountFrequency (%)
S 63
34.8%
K 63
34.8%
V 13
 
7.2%
T 13
 
7.2%
B 8
 
4.4%
C 8
 
4.4%
A 8
 
4.4%
M 2
 
1.1%
L 1
 
0.6%
D 1
 
0.6%
Decimal Number
ValueCountFrequency (%)
1 69
51.1%
9 30
22.2%
0 20
 
14.8%
2 8
 
5.9%
3 5
 
3.7%
7 2
 
1.5%
4 1
 
0.7%
Space Separator
ValueCountFrequency (%)
849
100.0%
Open Punctuation
ValueCountFrequency (%)
( 50
100.0%
Close Punctuation
ValueCountFrequency (%)
) 50
100.0%
Math Symbol
ValueCountFrequency (%)
+ 8
100.0%
Other Punctuation
ValueCountFrequency (%)
, 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 12850
91.0%
Common 1093
 
7.7%
Latin 181
 
1.3%

Most frequent character per script

Hangul
ValueCountFrequency (%)
트 844
 
6.6%
아 754
 
5.9%
홀 655
 
5.1%
장 636
 
4.9%
공 414
 
3.2%
연 394
 
3.1%
관 374
 
2.9%
대 346
 
2.7%
안 309
 
2.4%
성 295
 
2.3%
Other values (255) 7829
60.9%
Common
ValueCountFrequency (%)
849
77.7%
1 69
 
6.3%
( 50
 
4.6%
) 50
 
4.6%
9 30
 
2.7%
0 20
 
1.8%
2 8
 
0.7%
+ 8
 
0.7%
3 5
 
0.5%
7 2
 
0.2%
Other values (2) 2
 
0.2%
Latin
ValueCountFrequency (%)
S 63
34.8%
K 63
34.8%
V 13
 
7.2%
T 13
 
7.2%
B 8
 
4.4%
C 8
 
4.4%
A 8
 
4.4%
M 2
 
1.1%
L 1
 
0.6%
D 1
 
0.6%

Most occurring blocks

ValueCountFrequency (%)
Hangul 12848
91.0%
ASCII 1274
 
9.0%
Compat Jamo 2
 
< 0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
849
66.6%
1 69
 
5.4%
S 63
 
4.9%
K 63
 
4.9%
( 50
 
3.9%
) 50
 
3.9%
9 30
 
2.4%
0 20
 
1.6%
V 13
 
1.0%
T 13
 
1.0%
Other values (13) 54
 
4.2%
Hangul
ValueCountFrequency (%)
트 844
 
6.6%
아 754
 
5.9%
홀 655
 
5.1%
장 636
 
5.0%
공 414
 
3.2%
연 394
 
3.1%
관 374
 
2.9%
대 346
 
2.7%
안 309
 
2.4%
성 295
 
2.3%
Other values (254) 7827
60.9%
Compat Jamo
ValueCountFrequency (%)
ㅂ 2
100.0%

행사내용
Text

Distinct331
Distinct (%)21.5%
Missing0
Missing (%)0.0%
Memory size12.1 KiB
2024-05-10T20:18:55.702551image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length126
Median length109
Mean length8.776838
Min length1

Characters and Unicode

Total characters13490
Distinct characters549
Distinct categories12 ?
Distinct scripts4 ?
Distinct blocks5 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique246 ?
Unique (%)16.0%

Sample

1st row용인예총, 용인문화재단 공동 주최 웨스턴심포니오케스트라, 지휘자 방성호, 뮤지컬 배우 최정원, 국악인 유태평양, 소프라노 박지현, 소프라노 정나리 등 출연
2nd row오케스트라와 함께 다양한 장르를 만나는 토요일 오전 음악산책. 연주 용인필하모닉오케스트라, 뮤지컬 배우 박해미, 최정원 등
3rd row지옥의 오르페우스 中 ‘캉캉’, Peer Gynt Suite Selection, 타자기 협주곡 The Typewriter 등 올해 8년 차를 맞는 꿈의 오케스트라 용인의 여덟번째 정기연주회
4th row바이올리니스트 박지혜 연주 공연
5th row손성제 Re:turning(한국을 대표하는 색소포니스트이자 세계적 재즈레이블 ECM Records 소속 아티스트로 그가 결성한 Re:turning 앙상블의 명곡의 재해석 공연입니다.)
ValueCountFrequency (%)
공연 286
 
8.2%
클래식 119
 
3.4%
연주회 101
 
2.9%
콘서트 100
 
2.9%
체험 87
 
2.5%
강연 86
 
2.5%
뮤지컬 74
 
2.1%
합창공연 59
 
1.7%
연극 51
 
1.5%
및 48
 
1.4%
Other values (1023) 2476
71.0%
2024-05-10T20:18:56.870453image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
1951
 
14.5%
연 771
 
5.7%
공 481
 
3.6%
악 249
 
1.8%
주 217
 
1.6%
회 203
 
1.5%
트 176
 
1.3%
이 170
 
1.3%
합 160
 
1.2%
시 158
 
1.2%
Other values (539) 8954
66.4%

Most occurring categories

ValueCountFrequency (%)
Other Letter 10807
80.1%
Space Separator 1951
 
14.5%
Decimal Number 209
 
1.5%
Lowercase Letter 164
 
1.2%
Other Punctuation 144
 
1.1%
Uppercase Letter 85
 
0.6%
Math Symbol 71
 
0.5%
Close Punctuation 22
 
0.2%
Open Punctuation 21
 
0.2%
Dash Punctuation 9
 
0.1%
Other values (2) 7
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
연 771
 
7.1%
공 481
 
4.5%
악 249
 
2.3%
주 217
 
2.0%
회 203
 
1.9%
트 176
 
1.6%
이 170
 
1.6%
합 160
 
1.5%
시 158
 
1.5%
식 137
 
1.3%
Other values (474) 8085
74.8%
Lowercase Letter
ValueCountFrequency (%)
t 22
13.4%
a 21
12.8%
m 20
12.2%
p 20
12.2%
e 15
9.1%
l 10
6.1%
n 10
6.1%
g 10
6.1%
r 9
5.5%
i 6
 
3.7%
Other values (9) 21
12.8%
Uppercase Letter
ValueCountFrequency (%)
S 10
11.8%
A 9
10.6%
B 7
 
8.2%
P 7
 
8.2%
K 7
 
8.2%
T 6
 
7.1%
E 5
 
5.9%
O 5
 
5.9%
X 4
 
4.7%
W 4
 
4.7%
Other values (8) 21
24.7%
Decimal Number
ValueCountFrequency (%)
0 89
42.6%
2 33
 
15.8%
1 28
 
13.4%
3 13
 
6.2%
5 13
 
6.2%
4 9
 
4.3%
6 9
 
4.3%
9 8
 
3.8%
8 5
 
2.4%
7 2
 
1.0%
Other Punctuation
ValueCountFrequency (%)
, 62
43.1%
; 36
25.0%
& 19
 
13.2%
. 10
 
6.9%
· 8
 
5.6%
? 4
 
2.8%
/ 3
 
2.1%
: 2
 
1.4%
Close Punctuation
ValueCountFrequency (%)
) 15
68.2%
] 6
 
27.3%
」 1
 
4.5%
Open Punctuation
ValueCountFrequency (%)
( 15
71.4%
[ 6
 
28.6%
Space Separator
ValueCountFrequency (%)
1951
100.0%
Math Symbol
ValueCountFrequency (%)
+ 71
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 9
100.0%
Final Punctuation
ValueCountFrequency (%)
’ 4
100.0%
Initial Punctuation
ValueCountFrequency (%)
‘ 3
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 10806
80.1%
Common 2434
 
18.0%
Latin 249
 
1.8%
Han 1
 
< 0.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
연 771
 
7.1%
공 481
 
4.5%
악 249
 
2.3%
주 217
 
2.0%
회 203
 
1.9%
트 176
 
1.6%
이 170
 
1.6%
합 160
 
1.5%
시 158
 
1.5%
식 137
 
1.3%
Other values (473) 8084
74.8%
Latin
ValueCountFrequency (%)
t 22
 
8.8%
a 21
 
8.4%
m 20
 
8.0%
p 20
 
8.0%
e 15
 
6.0%
l 10
 
4.0%
n 10
 
4.0%
g 10
 
4.0%
S 10
 
4.0%
A 9
 
3.6%
Other values (27) 102
41.0%
Common
ValueCountFrequency (%)
1951
80.2%
0 89
 
3.7%
+ 71
 
2.9%
, 62
 
2.5%
; 36
 
1.5%
2 33
 
1.4%
1 28
 
1.2%
& 19
 
0.8%
) 15
 
0.6%
( 15
 
0.6%
Other values (18) 115
 
4.7%
Han
ValueCountFrequency (%)
中 1
100.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 10806
80.1%
ASCII 2667
 
19.8%
None 9
 
0.1%
Punctuation 7
 
0.1%
CJK 1
 
< 0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
1951
73.2%
0 89
 
3.3%
+ 71
 
2.7%
, 62
 
2.3%
; 36
 
1.3%
2 33
 
1.2%
1 28
 
1.0%
t 22
 
0.8%
a 21
 
0.8%
m 20
 
0.7%
Other values (51) 334
 
12.5%
Hangul
ValueCountFrequency (%)
연 771
 
7.1%
공 481
 
4.5%
악 249
 
2.3%
주 217
 
2.0%
회 203
 
1.9%
트 176
 
1.6%
이 170
 
1.6%
합 160
 
1.5%
시 158
 
1.5%
식 137
 
1.3%
Other values (473) 8084
74.8%
None
ValueCountFrequency (%)
· 8
88.9%
」 1
 
11.1%
Punctuation
ValueCountFrequency (%)
’ 4
57.1%
‘ 3
42.9%
CJK
ValueCountFrequency (%)
中 1
100.0%

행사시작일자
Date

Distinct914
Distinct (%)59.5%
Missing0
Missing (%)0.0%
Memory size12.1 KiB
Minimum2014-03-07 00:00:00
Maximum2024-12-10 00:00:00
2024-05-10T20:18:57.270448image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-05-10T20:18:57.708939image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

행사종료일자
Date

Distinct918
Distinct (%)59.7%
Missing0
Missing (%)0.0%
Memory size12.1 KiB
Minimum2014-03-07 00:00:00
Maximum2024-12-19 00:00:00
2024-05-10T20:18:58.107168image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-05-10T20:18:58.519328image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

행사시작시각
Categorical

Distinct34
Distinct (%)2.2%
Missing0
Missing (%)0.0%
Memory size12.1 KiB
19:30
416 
19:00
171 
14:00
164 
00:00
137 
17:00
118 
Other values (29)
531 

Length

Max length11
Median length5
Mean length5.0117111
Min length5

Unique

Unique8 ?
Unique (%)0.5%

Sample

1st row17:00
2nd row11:00
3rd row17:00
4th row15:00
5th row15:00

Common Values

ValueCountFrequency (%)
19:30 416
27.1%
19:00 171
11.1%
14:00 164
 
10.7%
00:00 137
 
8.9%
17:00 118
 
7.7%
11:00 114
 
7.4%
15:00 75
 
4.9%
10:00 72
 
4.7%
16:00 65
 
4.2%
09:00 54
 
3.5%
Other values (24) 151
 
9.8%

Length

2024-05-10T20:18:59.154578image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
19:30 416
27.1%
19:00 171
11.1%
14:00 164
 
10.7%
00:00 137
 
8.9%
17:00 118
 
7.7%
11:00 114
 
7.4%
15:00 75
 
4.9%
10:00 72
 
4.7%
16:00 65
 
4.2%
09:00 54
 
3.5%
Other values (24) 151
 
9.8%

행사종료시각
Date

Distinct79
Distinct (%)5.1%
Missing3
Missing (%)0.2%
Memory size12.1 KiB
Minimum2024-05-10 07:50:00
Maximum2024-05-10 23:59:00
2024-05-10T20:18:59.524999image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-05-10T20:19:00.054901image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

요금정보
Categorical

Distinct3
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Memory size12.1 KiB
유료
771 
무료
765 
혼합
 
1

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique1 ?
Unique (%)0.1%

Sample

1st row무료
2nd row유료
3rd row무료
4th row무료
5th row무료

Common Values

ValueCountFrequency (%)
유료 771
50.2%
무료 765
49.8%
혼합 1
 
0.1%

Length

2024-05-10T20:19:00.466748image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-05-10T20:19:00.785437image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
유료 771
50.2%
무료 765
49.8%
혼합 1
 
0.1%

주관기관명
Text

Distinct229
Distinct (%)14.9%
Missing0
Missing (%)0.0%
Memory size12.1 KiB
2024-05-10T20:19:01.170655image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length39
Median length28
Mean length10.619388
Min length3

Characters and Unicode

Total characters16322
Distinct characters287
Distinct categories11 ?
Distinct scripts3 ?
Distinct blocks3 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique124 ?
Unique (%)8.1%

Sample

1st row(사)한국예술문화단체총연합회 용인시지회
2nd row(재)용인문화재단
3rd row(재)용인문화재단
4th row경기도 광명시청 글로벌관광과
5th row(재)양평문화재단
ValueCountFrequency (%)
경기도 370
 
16.0%
경기도청+경기도 169
 
7.3%
이천시청 99
 
4.3%
이천문화재단 74
 
3.2%
안성맞춤아트홀 66
 
2.9%
성남시립교향악단 62
 
2.7%
광주시문화재단 59
 
2.6%
동두천시 57
 
2.5%
안성시청 57
 
2.5%
문화체육관광과 54
 
2.3%
Other values (261) 1241
53.8%
2024-05-10T20:19:02.100271image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
시 1009
 
6.2%
도 947
 
5.8%
단 805
 
4.9%
기 774
 
4.7%
771
 
4.7%
경 768
 
4.7%
청 593
 
3.6%
화 562
 
3.4%
문 525
 
3.2%
재 472
 
2.9%
Other values (277) 9096
55.7%

Most occurring categories

ValueCountFrequency (%)
Other Letter 14897
91.3%
Space Separator 771
 
4.7%
Math Symbol 415
 
2.5%
Close Punctuation 77
 
0.5%
Open Punctuation 71
 
0.4%
Uppercase Letter 70
 
0.4%
Lowercase Letter 11
 
0.1%
Other Symbol 4
 
< 0.1%
Other Punctuation 3
 
< 0.1%
Decimal Number 2
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
시 1009
 
6.8%
도 947
 
6.4%
단 805
 
5.4%
기 774
 
5.2%
경 768
 
5.2%
청 593
 
4.0%
화 562
 
3.8%
문 525
 
3.5%
재 472
 
3.2%
정 393
 
2.6%
Other values (238) 8049
54.0%
Uppercase Letter
ValueCountFrequency (%)
S 8
 
11.4%
G 7
 
10.0%
A 6
 
8.6%
T 6
 
8.6%
B 4
 
5.7%
E 3
 
4.3%
N 3
 
4.3%
M 3
 
4.3%
P 3
 
4.3%
I 3
 
4.3%
Other values (12) 24
34.3%
Lowercase Letter
ValueCountFrequency (%)
u 2
18.2%
m 2
18.2%
e 2
18.2%
r 2
18.2%
y 1
9.1%
s 1
9.1%
o 1
9.1%
Other Punctuation
ValueCountFrequency (%)
? 2
66.7%
· 1
33.3%
Decimal Number
ValueCountFrequency (%)
8 1
50.0%
3 1
50.0%
Space Separator
ValueCountFrequency (%)
771
100.0%
Math Symbol
ValueCountFrequency (%)
+ 415
100.0%
Close Punctuation
ValueCountFrequency (%)
) 77
100.0%
Open Punctuation
ValueCountFrequency (%)
( 71
100.0%
Other Symbol
ValueCountFrequency (%)
㈜ 4
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 14901
91.3%
Common 1340
 
8.2%
Latin 81
 
0.5%

Most frequent character per script

Hangul
ValueCountFrequency (%)
시 1009
 
6.8%
도 947
 
6.4%
단 805
 
5.4%
기 774
 
5.2%
경 768
 
5.2%
청 593
 
4.0%
화 562
 
3.8%
문 525
 
3.5%
재 472
 
3.2%
정 393
 
2.6%
Other values (239) 8053
54.0%
Latin
ValueCountFrequency (%)
S 8
 
9.9%
G 7
 
8.6%
A 6
 
7.4%
T 6
 
7.4%
B 4
 
4.9%
E 3
 
3.7%
N 3
 
3.7%
M 3
 
3.7%
P 3
 
3.7%
I 3
 
3.7%
Other values (19) 35
43.2%
Common
ValueCountFrequency (%)
771
57.5%
+ 415
31.0%
) 77
 
5.7%
( 71
 
5.3%
? 2
 
0.1%
- 1
 
0.1%
8 1
 
0.1%
3 1
 
0.1%
· 1
 
0.1%

Most occurring blocks

ValueCountFrequency (%)
Hangul 14897
91.3%
ASCII 1420
 
8.7%
None 5
 
< 0.1%

Most frequent character per block

Hangul
ValueCountFrequency (%)
시 1009
 
6.8%
도 947
 
6.4%
단 805
 
5.4%
기 774
 
5.2%
경 768
 
5.2%
청 593
 
4.0%
화 562
 
3.8%
문 525
 
3.5%
재 472
 
3.2%
정 393
 
2.6%
Other values (238) 8049
54.0%
ASCII
ValueCountFrequency (%)
771
54.3%
+ 415
29.2%
) 77
 
5.4%
( 71
 
5.0%
S 8
 
0.6%
G 7
 
0.5%
A 6
 
0.4%
T 6
 
0.4%
B 4
 
0.3%
E 3
 
0.2%
Other values (27) 52
 
3.7%
None
ValueCountFrequency (%)
㈜ 4
80.0%
· 1
 
20.0%

주최기관명
Text

Distinct164
Distinct (%)10.7%
Missing0
Missing (%)0.0%
Memory size12.1 KiB
2024-05-10T20:19:02.544992image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length39
Median length31
Mean length10.401431
Min length3

Characters and Unicode

Total characters15987
Distinct characters237
Distinct categories10 ?
Distinct scripts3 ?
Distinct blocks3 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique89 ?
Unique (%)5.8%

Sample

1st row(재)용인문화재단+(사)한국예술문화단체총연합회 용인시지회
2nd row(재)용인문화재단
3rd row(재)용인문화재단
4th row경기도 광명시청
5th row(재)양평문화재단
ValueCountFrequency (%)
경기도 720
28.1%
경기도청+경기도 169
 
6.6%
안산시청 125
 
4.9%
안성시청 119
 
4.6%
이천시청 98
 
3.8%
수원시청 76
 
3.0%
이천문화재단 75
 
2.9%
광명시청 68
 
2.7%
성남시립교향악단 62
 
2.4%
광주시문화재단 59
 
2.3%
Other values (178) 993
38.7%
2024-05-10T20:19:03.402957image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
도 1333
 
8.3%
기 1169
 
7.3%
경 1168
 
7.3%
시 1124
 
7.0%
1027
 
6.4%
청 901
 
5.6%
화 499
 
3.1%
단 478
 
3.0%
문 456
 
2.9%
+ 456
 
2.9%
Other values (227) 7376
46.1%

Most occurring categories

ValueCountFrequency (%)
Other Letter 14389
90.0%
Space Separator 1027
 
6.4%
Math Symbol 456
 
2.9%
Close Punctuation 50
 
0.3%
Open Punctuation 44
 
0.3%
Uppercase Letter 11
 
0.1%
Other Symbol 4
 
< 0.1%
Decimal Number 4
 
< 0.1%
Other Punctuation 1
 
< 0.1%
Lowercase Letter 1
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
도 1333
 
9.3%
기 1169
 
8.1%
경 1168
 
8.1%
시 1124
 
7.8%
청 901
 
6.3%
화 499
 
3.5%
단 478
 
3.3%
문 456
 
3.2%
정 391
 
2.7%
부 387
 
2.7%
Other values (209) 6483
45.1%
Uppercase Letter
ValueCountFrequency (%)
D 2
18.2%
M 2
18.2%
Z 2
18.2%
G 1
9.1%
K 1
9.1%
S 1
9.1%
B 1
9.1%
C 1
9.1%
Decimal Number
ValueCountFrequency (%)
3 2
50.0%
8 1
25.0%
4 1
25.0%
Space Separator
ValueCountFrequency (%)
1027
100.0%
Math Symbol
ValueCountFrequency (%)
+ 456
100.0%
Close Punctuation
ValueCountFrequency (%)
) 50
100.0%
Open Punctuation
ValueCountFrequency (%)
( 44
100.0%
Other Symbol
ValueCountFrequency (%)
㈜ 4
100.0%
Other Punctuation
ValueCountFrequency (%)
· 1
100.0%
Lowercase Letter
ValueCountFrequency (%)
e 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 14393
90.0%
Common 1582
 
9.9%
Latin 12
 
0.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
도 1333
 
9.3%
기 1169
 
8.1%
경 1168
 
8.1%
시 1124
 
7.8%
청 901
 
6.3%
화 499
 
3.5%
단 478
 
3.3%
문 456
 
3.2%
정 391
 
2.7%
부 387
 
2.7%
Other values (210) 6487
45.1%
Latin
ValueCountFrequency (%)
D 2
16.7%
M 2
16.7%
Z 2
16.7%
G 1
8.3%
K 1
8.3%
S 1
8.3%
B 1
8.3%
e 1
8.3%
C 1
8.3%
Common
ValueCountFrequency (%)
1027
64.9%
+ 456
28.8%
) 50
 
3.2%
( 44
 
2.8%
3 2
 
0.1%
· 1
 
0.1%
8 1
 
0.1%
4 1
 
0.1%

Most occurring blocks

ValueCountFrequency (%)
Hangul 14389
90.0%
ASCII 1593
 
10.0%
None 5
 
< 0.1%

Most frequent character per block

Hangul
ValueCountFrequency (%)
도 1333
 
9.3%
기 1169
 
8.1%
경 1168
 
8.1%
시 1124
 
7.8%
청 901
 
6.3%
화 499
 
3.5%
단 478
 
3.3%
문 456
 
3.2%
정 391
 
2.7%
부 387
 
2.7%
Other values (209) 6483
45.1%
ASCII
ValueCountFrequency (%)
1027
64.5%
+ 456
28.6%
) 50
 
3.1%
( 44
 
2.8%
D 2
 
0.1%
M 2
 
0.1%
3 2
 
0.1%
Z 2
 
0.1%
G 1
 
0.1%
8 1
 
0.1%
Other values (6) 6
 
0.4%
None
ValueCountFrequency (%)
㈜ 4
80.0%
· 1
 
20.0%

전화번호
Text

Distinct173
Distinct (%)11.4%
Missing14
Missing (%)0.9%
Memory size12.1 KiB
2024-05-10T20:19:03.974217image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length13
Median length12
Mean length11.83979
Min length9

Characters and Unicode

Total characters18032
Distinct characters12
Distinct categories3 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique83 ?
Unique (%)5.4%

Sample

1st row031-260-3355
2nd row031-260-3355
3rd row031-260-3374
4th row070-4277-8902
5th row031-774-2610
ValueCountFrequency (%)
031-660-0666 131
 
8.6%
031-644-2100 98
 
6.4%
031-687-0500 73
 
4.8%
031-729-4809 64
 
4.2%
1522-0338 59
 
3.9%
031-860-2063 53
 
3.5%
031-828-8700 50
 
3.3%
031-828-8870 49
 
3.2%
031-580-7900 47
 
3.1%
031-481-4097 46
 
3.0%
Other values (162) 853
56.0%
2024-05-10T20:19:05.134217image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
0 3466
19.2%
- 2946
16.3%
3 2091
11.6%
1 1892
10.5%
8 1631
9.0%
6 1612
8.9%
2 1391
7.7%
4 889
 
4.9%
7 787
 
4.4%
5 782
 
4.3%
Other values (2) 545
 
3.0%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 15084
83.7%
Dash Punctuation 2946
 
16.3%
Math Symbol 2
 
< 0.1%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
0 3466
23.0%
3 2091
13.9%
1 1892
12.5%
8 1631
10.8%
6 1612
10.7%
2 1391
9.2%
4 889
 
5.9%
7 787
 
5.2%
5 782
 
5.2%
9 543
 
3.6%
Dash Punctuation
ValueCountFrequency (%)
- 2946
100.0%
Math Symbol
ValueCountFrequency (%)
~ 2
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 18032
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
0 3466
19.2%
- 2946
16.3%
3 2091
11.6%
1 1892
10.5%
8 1631
9.0%
6 1612
8.9%
2 1391
7.7%
4 889
 
4.9%
7 787
 
4.4%
5 782
 
4.3%
Other values (2) 545
 
3.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 18032
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
0 3466
19.2%
- 2946
16.3%
3 2091
11.6%
1 1892
10.5%
8 1631
9.0%
6 1612
8.9%
2 1391
7.7%
4 889
 
4.9%
7 787
 
4.4%
5 782
 
4.3%
Other values (2) 545
 
3.0%

후원기관명
Categorical

HIGH CARDINALITY  IMBALANCE 

Distinct51
Distinct (%)3.3%
Missing0
Missing (%)0.0%
Memory size12.1 KiB
<NA>
1091 
경기도 안성시청
117 
경기도 동두천시의회
 
76
경기도 광명시의회
 
52
경기도 안양시
 
41
Other values (46)
160 

Length

Max length58
Median length4
Mean length5.7748861
Min length4

Unique

Unique22 ?
Unique (%)1.4%

Sample

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

Common Values

ValueCountFrequency (%)
<NA> 1091
71.0%
경기도 안성시청 117
 
7.6%
경기도 동두천시의회 76
 
4.9%
경기도 광명시의회 52
 
3.4%
경기도 안양시 41
 
2.7%
경기도 평택시청 19
 
1.2%
문화체육관광부+한국문화예술위원회 17
 
1.1%
경기도 동두천시 13
 
0.8%
연천수레울아트홀 13
 
0.8%
문화체육관광부 10
 
0.7%
Other values (41) 88
 
5.7%

Length

2024-05-10T20:19:05.580711image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
na 1091
56.4%
경기도 370
 
19.1%
안성시청 118
 
6.1%
동두천시의회 78
 
4.0%
광명시의회 52
 
2.7%
안양시 45
 
2.3%
평택시청 19
 
1.0%
문화체육관광부+한국문화예술위원회 17
 
0.9%
동두천시 15
 
0.8%
연천수레울아트홀 13
 
0.7%
Other values (53) 115
 
5.9%

객석수
Real number (ℝ)

MISSING  ZEROS 

Distinct178
Distinct (%)14.2%
Missing280
Missing (%)18.2%
Infinite0
Infinite (%)0.0%
Mean573.3389
Minimum0
Maximum3700
Zeros46
Zeros (%)3.0%
Negative0
Negative (%)0.0%
Memory size13.6 KiB
2024-05-10T20:19:05.979084image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile10
Q1250
median500
Q3929
95-th percentile1300
Maximum3700
Range3700
Interquartile range (IQR)679

Descriptive statistics

Standard deviation443.05999
Coefficient of variation (CV)0.77277155
Kurtosis3.1634172
Mean573.3389
Median Absolute Deviation (MAD)300
Skewness1.1743342
Sum720687
Variance196302.16
MonotonicityNot monotonic
2024-05-10T20:19:06.415750image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
500 105
 
6.8%
1200 73
 
4.7%
984 68
 
4.4%
451 54
 
3.5%
0 46
 
3.0%
200 44
 
2.9%
700 36
 
2.3%
597 33
 
2.1%
10 33
 
2.1%
1300 31
 
2.0%
Other values (168) 734
47.8%
(Missing) 280
 
18.2%
ValueCountFrequency (%)
0 46
3.0%
6 1
 
0.1%
8 1
 
0.1%
10 33
2.1%
12 2
 
0.1%
15 14
 
0.9%
16 1
 
0.1%
20 14
 
0.9%
21 1
 
0.1%
25 8
 
0.5%
ValueCountFrequency (%)
3700 1
 
0.1%
2985 1
 
0.1%
2520 1
 
0.1%
2500 1
 
0.1%
2388 2
0.1%
2376 1
 
0.1%
2300 1
 
0.1%
2136 1
 
0.1%
2000 4
0.3%
1808 4
0.3%

관람요금
Text

MISSING 

Distinct215
Distinct (%)25.3%
Missing688
Missing (%)44.8%
Memory size12.1 KiB
2024-05-10T20:19:06.926653image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length55
Median length41
Mean length13.700824
Min length1

Characters and Unicode

Total characters11632
Distinct characters87
Distinct categories8 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique123 ?
Unique (%)14.5%

Sample

1st row1층 40000원+2층 30000원
2nd row무료
3rd row무료
4th row무료
5th row무료
ValueCountFrequency (%)
전석 192
 
11.9%
10000원 153
 
9.5%
r석 146
 
9.0%
무료 126
 
7.8%
20000원+s석 72
 
4.5%
5000원 46
 
2.8%
15000원+a석 43
 
2.7%
20000원 42
 
2.6%
20000 30
 
1.9%
10000 30
 
1.9%
Other values (264) 736
45.5%
2024-05-10T20:19:07.763668image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
0 4596
39.5%
원 1117
 
9.6%
석 1023
 
8.8%
767
 
6.6%
+ 619
 
5.3%
1 527
 
4.5%
2 353
 
3.0%
S 316
 
2.7%
R 306
 
2.6%
5 288
 
2.5%
Other values (77) 1720
 
14.8%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 6263
53.8%
Other Letter 3030
26.0%
Uppercase Letter 926
 
8.0%
Space Separator 767
 
6.6%
Math Symbol 619
 
5.3%
Other Punctuation 17
 
0.1%
Close Punctuation 5
 
< 0.1%
Open Punctuation 5
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
원 1117
36.9%
석 1023
33.8%
전 259
 
8.5%
료 128
 
4.2%
무 126
 
4.2%
만 95
 
3.1%
층 49
 
1.6%
천 19
 
0.6%
년 15
 
0.5%
청 15
 
0.5%
Other values (51) 184
 
6.1%
Decimal Number
ValueCountFrequency (%)
0 4596
73.4%
1 527
 
8.4%
2 353
 
5.6%
5 288
 
4.6%
3 179
 
2.9%
4 98
 
1.6%
8 66
 
1.1%
7 63
 
1.0%
6 63
 
1.0%
9 30
 
0.5%
Uppercase Letter
ValueCountFrequency (%)
S 316
34.1%
R 306
33.0%
A 217
23.4%
B 38
 
4.1%
P 15
 
1.6%
V 13
 
1.4%
I 13
 
1.4%
C 4
 
0.4%
F 2
 
0.2%
O 2
 
0.2%
Other Punctuation
ValueCountFrequency (%)
, 11
64.7%
/ 6
35.3%
Space Separator
ValueCountFrequency (%)
767
100.0%
Math Symbol
ValueCountFrequency (%)
+ 619
100.0%
Close Punctuation
ValueCountFrequency (%)
) 5
100.0%
Open Punctuation
ValueCountFrequency (%)
( 5
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 7676
66.0%
Hangul 3030
 
26.0%
Latin 926
 
8.0%

Most frequent character per script

Hangul
ValueCountFrequency (%)
원 1117
36.9%
석 1023
33.8%
전 259
 
8.5%
료 128
 
4.2%
무 126
 
4.2%
만 95
 
3.1%
층 49
 
1.6%
천 19
 
0.6%
년 15
 
0.5%
청 15
 
0.5%
Other values (51) 184
 
6.1%
Common
ValueCountFrequency (%)
0 4596
59.9%
767
 
10.0%
+ 619
 
8.1%
1 527
 
6.9%
2 353
 
4.6%
5 288
 
3.8%
3 179
 
2.3%
4 98
 
1.3%
8 66
 
0.9%
7 63
 
0.8%
Other values (6) 120
 
1.6%
Latin
ValueCountFrequency (%)
S 316
34.1%
R 306
33.0%
A 217
23.4%
B 38
 
4.1%
P 15
 
1.6%
V 13
 
1.4%
I 13
 
1.4%
C 4
 
0.4%
F 2
 
0.2%
O 2
 
0.2%

Most occurring blocks

ValueCountFrequency (%)
ASCII 8602
74.0%
Hangul 3030
 
26.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
0 4596
53.4%
767
 
8.9%
+ 619
 
7.2%
1 527
 
6.1%
2 353
 
4.1%
S 316
 
3.7%
R 306
 
3.6%
5 288
 
3.3%
A 217
 
2.5%
3 179
 
2.1%
Other values (16) 434
 
5.0%
Hangul
ValueCountFrequency (%)
원 1117
36.9%
석 1023
33.8%
전 259
 
8.5%
료 128
 
4.2%
무 126
 
4.2%
만 95
 
3.1%
층 49
 
1.6%
천 19
 
0.6%
년 15
 
0.5%
청 15
 
0.5%
Other values (51) 184
 
6.1%

입장연령
Text

MISSING 

Distinct153
Distinct (%)12.2%
Missing284
Missing (%)18.5%
Memory size12.1 KiB
2024-05-10T20:19:08.188054image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length14
Median length12
Mean length6.0670391
Min length2

Characters and Unicode

Total characters7602
Distinct characters71
Distinct categories5 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique86 ?
Unique (%)6.9%

Sample

1st row초등학생 이상
2nd row초등학생 이상
3rd row만24개월이상
4th row전연령
5th row전연령
ValueCountFrequency (%)
이상 427
20.3%
제한없음 164
 
7.8%
초등학생 151
 
7.2%
만 138
 
6.6%
초등학생이상 138
 
6.6%
관람가능 120
 
5.7%
8세 86
 
4.1%
성인 75
 
3.6%
7세 70
 
3.3%
만8세이상 51
 
2.4%
Other values (120) 681
32.4%
2024-05-10T20:19:08.920676image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
848
 
11.2%
이 742
 
9.8%
상 741
 
9.7%
세 395
 
5.2%
학 350
 
4.6%
등 324
 
4.3%
초 320
 
4.2%
생 307
 
4.0%
만 254
 
3.3%
람 220
 
2.9%
Other values (61) 3101
40.8%

Most occurring categories

ValueCountFrequency (%)
Other Letter 5876
77.3%
Space Separator 848
 
11.2%
Decimal Number 815
 
10.7%
Math Symbol 57
 
0.7%
Dash Punctuation 6
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
이 742
 
12.6%
상 741
 
12.6%
세 395
 
6.7%
학 350
 
6.0%
등 324
 
5.5%
초 320
 
5.4%
생 307
 
5.2%
만 254
 
4.3%
람 220
 
3.7%
관 220
 
3.7%
Other values (48) 2003
34.1%
Decimal Number
ValueCountFrequency (%)
8 164
20.1%
7 148
18.2%
1 110
13.5%
3 94
11.5%
6 87
10.7%
4 60
 
7.4%
2 59
 
7.2%
5 56
 
6.9%
0 37
 
4.5%
Math Symbol
ValueCountFrequency (%)
~ 54
94.7%
+ 3
 
5.3%
Space Separator
ValueCountFrequency (%)
848
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 6
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 5876
77.3%
Common 1726
 
22.7%

Most frequent character per script

Hangul
ValueCountFrequency (%)
이 742
 
12.6%
상 741
 
12.6%
세 395
 
6.7%
학 350
 
6.0%
등 324
 
5.5%
초 320
 
5.4%
생 307
 
5.2%
만 254
 
4.3%
람 220
 
3.7%
관 220
 
3.7%
Other values (48) 2003
34.1%
Common
ValueCountFrequency (%)
848
49.1%
8 164
 
9.5%
7 148
 
8.6%
1 110
 
6.4%
3 94
 
5.4%
6 87
 
5.0%
4 60
 
3.5%
2 59
 
3.4%
5 56
 
3.2%
~ 54
 
3.1%
Other values (3) 46
 
2.7%

Most occurring blocks

ValueCountFrequency (%)
Hangul 5876
77.3%
ASCII 1726
 
22.7%

Most frequent character per block

ASCII
ValueCountFrequency (%)
848
49.1%
8 164
 
9.5%
7 148
 
8.6%
1 110
 
6.4%
3 94
 
5.4%
6 87
 
5.0%
4 60
 
3.5%
2 59
 
3.4%
5 56
 
3.2%
~ 54
 
3.1%
Other values (3) 46
 
2.7%
Hangul
ValueCountFrequency (%)
이 742
 
12.6%
상 741
 
12.6%
세 395
 
6.7%
학 350
 
6.0%
등 324
 
5.5%
초 320
 
5.4%
생 307
 
5.2%
만 254
 
4.3%
람 220
 
3.7%
관 220
 
3.7%
Other values (48) 2003
34.1%

할인정보
Text

MISSING 

Distinct53
Distinct (%)13.8%
Missing1152
Missing (%)75.0%
Memory size12.1 KiB
2024-05-10T20:19:09.406245image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length279
Median length219
Mean length86.677922
Min length2

Characters and Unicode

Total characters33371
Distinct characters186
Distinct categories11 ?
Distinct scripts3 ?
Distinct blocks6 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique31 ?
Unique (%)8.1%

Sample

1st row시즌권 할인 40 전회차 구매자에 한함 3인 이상 할인 30 용인 시민 할인 20 1인 2매 문화누리카드 소지자 할인 15 1인 2매경기아이플러스카드(다자녀 카드), 그린카드, 예술인 패스 소지자 할인 10 1인 2매 임직원 및 출연진 할인 30 1인 4매 국가유공자(유족포함 1인 2매) 및 장애인 (등급무관/ 1인 2매) 50, 유공자증, 복지카드 현장 확인
2nd row무료
3rd row단체 20인 이상 6000원+24개월 미만 유아 보호자 동반시 무료 입장 가능
4th row보호자 무료
5th row안성시민+국가유공자+장애인+관내 임직원+관내 학생+경로+국민기초수급자
ValueCountFrequency (%)
50프로 805
 
15.2%
이상 319
 
6.0%
1인까지 231
 
4.4%
할인+장애인 230
 
4.3%
본인 178
 
3.4%
할인 165
 
3.1%
할인+단체 136
 
2.6%
소지자 124
 
2.3%
할인+성남시 115
 
2.2%
회원·예술인패스 115
 
2.2%
Other values (202) 2878
54.3%
2024-05-10T20:19:10.465464image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
4911
 
14.7%
인 2558
 
7.7%
+ 1615
 
4.8%
0 1379
 
4.1%
할 1173
 
3.5%
5 1169
 
3.5%
로 1059
 
3.2%
프 920
 
2.8%
이 589
 
1.8%
자 577
 
1.7%
Other values (176) 17421
52.2%

Most occurring categories

ValueCountFrequency (%)
Other Letter 20902
62.6%
Space Separator 4911
 
14.7%
Decimal Number 4003
 
12.0%
Math Symbol 1755
 
5.3%
Other Punctuation 603
 
1.8%
Open Punctuation 569
 
1.7%
Close Punctuation 569
 
1.7%
Dash Punctuation 42
 
0.1%
Other Number 9
 
< 0.1%
Uppercase Letter 6
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
인 2558
 
12.2%
할 1173
 
5.6%
로 1059
 
5.1%
프 920
 
4.4%
이 589
 
2.8%
자 577
 
2.8%
유 465
 
2.2%
상 462
 
2.2%
가 434
 
2.1%
장 425
 
2.0%
Other values (144) 12240
58.6%
Decimal Number
ValueCountFrequency (%)
0 1379
34.4%
5 1169
29.2%
1 552
13.8%
3 369
 
9.2%
4 203
 
5.1%
6 186
 
4.6%
2 124
 
3.1%
8 10
 
0.2%
7 7
 
0.2%
9 4
 
0.1%
Other Number
ValueCountFrequency (%)
② 2
22.2%
① 2
22.2%
④ 1
11.1%
③ 1
11.1%
⑥ 1
11.1%
⑦ 1
11.1%
⑤ 1
11.1%
Other Punctuation
ValueCountFrequency (%)
· 460
76.3%
, 89
 
14.8%
/ 52
 
8.6%
※ 1
 
0.2%
: 1
 
0.2%
Math Symbol
ValueCountFrequency (%)
+ 1615
92.0%
~ 140
 
8.0%
Uppercase Letter
ValueCountFrequency (%)
S 4
66.7%
N 2
33.3%
Lowercase Letter
ValueCountFrequency (%)
c 1
50.0%
s 1
50.0%
Space Separator
ValueCountFrequency (%)
4911
100.0%
Open Punctuation
ValueCountFrequency (%)
( 569
100.0%
Close Punctuation
ValueCountFrequency (%)
) 569
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 42
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 20902
62.6%
Common 12461
37.3%
Latin 8
 
< 0.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
인 2558
 
12.2%
할 1173
 
5.6%
로 1059
 
5.1%
프 920
 
4.4%
이 589
 
2.8%
자 577
 
2.8%
유 465
 
2.2%
상 462
 
2.2%
가 434
 
2.1%
장 425
 
2.0%
Other values (144) 12240
58.6%
Common
ValueCountFrequency (%)
4911
39.4%
+ 1615
 
13.0%
0 1379
 
11.1%
5 1169
 
9.4%
( 569
 
4.6%
) 569
 
4.6%
1 552
 
4.4%
· 460
 
3.7%
3 369
 
3.0%
4 203
 
1.6%
Other values (18) 665
 
5.3%
Latin
ValueCountFrequency (%)
S 4
50.0%
N 2
25.0%
c 1
 
12.5%
s 1
 
12.5%

Most occurring blocks

ValueCountFrequency (%)
Hangul 20771
62.2%
ASCII 11999
36.0%
None 460
 
1.4%
Compat Jamo 131
 
0.4%
Enclosed Alphanum 9
 
< 0.1%
Punctuation 1
 
< 0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
4911
40.9%
+ 1615
 
13.5%
0 1379
 
11.5%
5 1169
 
9.7%
( 569
 
4.7%
) 569
 
4.7%
1 552
 
4.6%
3 369
 
3.1%
4 203
 
1.7%
6 186
 
1.6%
Other values (13) 477
 
4.0%
Hangul
ValueCountFrequency (%)
인 2558
 
12.3%
할 1173
 
5.6%
로 1059
 
5.1%
프 920
 
4.4%
이 589
 
2.8%
자 577
 
2.8%
유 465
 
2.2%
상 462
 
2.2%
가 434
 
2.1%
장 425
 
2.0%
Other values (143) 12109
58.3%
None
ValueCountFrequency (%)
· 460
100.0%
Compat Jamo
ValueCountFrequency (%)
ㆍ 131
100.0%
Enclosed Alphanum
ValueCountFrequency (%)
② 2
22.2%
① 2
22.2%
④ 1
11.1%
③ 1
11.1%
⑥ 1
11.1%
⑦ 1
11.1%
⑤ 1
11.1%
Punctuation
ValueCountFrequency (%)
※ 1
100.0%

유의사항
Categorical

IMBALANCE 

Distinct32
Distinct (%)2.1%
Missing0
Missing (%)0.0%
Memory size12.1 KiB
<NA>
1179 
1인 4매까지 예매 가능
 
110
코로나19 방역수칙 준수+관람 수칙 준수
 
80
사전예약
 
50
관람수칙 준수
 
35
Other values (27)
 
83

Length

Max length250
Median length4
Mean length7.5751464
Min length4

Unique

Unique20 ?
Unique (%)1.3%

Sample

1st row<NA>
2nd row1. 본 공연은 초등학생이상 관람가 이므로 예매 및 관람에 착오 없으시길 바랍니다. 　(보호자 동반 여부와 관계없이 입장이 불가하며 이에 따른 변경/취소/환불이 되지 않으니 참고하시기 바랍니다.) 2. 증빙 할인을 받은 내역이 있을 경우, 반드시 증빙자료를 지참하시기 바랍니다. 3. 할인 권종 선택에 대한 책임은 본인에게 있으며, 증빙자료 미 지참 시 차액 지불 후 관람이 가능합니다. 4. 공연 시작 후 지정된 시간 외에는 입장이 제한됩니다.
3rd row<NA>
4th row광명동굴 입장권 구매 후 입장
5th row<NA>

Common Values

ValueCountFrequency (%)
<NA> 1179
76.7%
1인 4매까지 예매 가능 110
 
7.2%
코로나19 방역수칙 준수+관람 수칙 준수 80
 
5.2%
사전예약 50
 
3.3%
관람수칙 준수 35
 
2.3%
해당없음 26
 
1.7%
연주회 시작 후 객석입장 제한(중간입장이 가능한 공연은 안내원에 지시에 따라 착석 가능한 좌석에서 관람가능) 24
 
1.6%
토,일, 공휴일 휴관 3
 
0.2%
공연장 내 사진촬영 및 동영상 쵤영 금지+물을 제외한 음료 및 음식물 반입금지 3
 
0.2%
공연장 내 사진 및 동영상 촬영 금지+음식물 반임 금지+마스크 착용 권고 3
 
0.2%
Other values (22) 24
 
1.6%

Length

2024-05-10T20:19:10.999269image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
na 1179
40.0%
준수 115
 
3.9%
예매 114
 
3.9%
가능 111
 
3.8%
1인 110
 
3.7%
4매까지 110
 
3.7%
코로나19 80
 
2.7%
방역수칙 80
 
2.7%
준수+관람 80
 
2.7%
수칙 80
 
2.7%
Other values (211) 891
30.2%

홈페이지주소
Categorical

Distinct43
Distinct (%)2.8%
Missing0
Missing (%)0.0%
Memory size12.1 KiB
<NA>
207 
https://artic.or.kr
173 
www.anseong.go.kr/arthall
133 
www.snart.or.kr/
115 
http://www.ayac.or.kr/
114 
Other values (38)
795 

Length

Max length96
Median length34
Mean length20.187378
Min length4

Unique

Unique7 ?
Unique (%)0.5%

Sample

1st rowhttps://www.yicf.or.kr/
2nd rowhttps://www.yicf.or.kr/
3rd rowhttps://www.yicf.or.kr/
4th rowhttp://www.gm.go.kr/cv/index.do
5th rowhttp://www.ypcf.or.kr

Common Values

ValueCountFrequency (%)
<NA> 207
13.5%
https://artic.or.kr 173
11.3%
www.anseong.go.kr/arthall 133
 
8.7%
www.snart.or.kr/ 115
 
7.5%
http://www.ayac.or.kr/ 114
 
7.4%
https://www.uilib.go.kr 104
 
6.8%
http://www.ansanarts.com 97
 
6.3%
http://www.guriart.or.kr 69
 
4.5%
http://www.artsuwon.or.kr/ 67
 
4.4%
www.nsart.or.kr 59
 
3.8%
Other values (33) 399
26.0%

Length

2024-05-10T20:19:11.498677image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
na 207
13.5%
https://artic.or.kr 173
11.3%
www.anseong.go.kr/arthall 133
 
8.7%
www.snart.or.kr 115
 
7.5%
http://www.ayac.or.kr 114
 
7.4%
https://www.uilib.go.kr 104
 
6.8%
http://www.ansanarts.com 97
 
6.3%
http://www.guriart.or.kr 69
 
4.5%
http://www.artsuwon.or.kr 67
 
4.4%
www.nsart.or.kr 59
 
3.8%
Other values (33) 399
26.0%

예매정보
Categorical

Distinct23
Distinct (%)1.5%
Missing0
Missing (%)0.0%
Memory size12.1 KiB
<NA>
823 
https://artic.or.kr
173 
http://www.interpark.com
115 
http://www.guriart.or.kr
 
66
https://www.uilib.go.kr
 
54
Other values (18)
306 

Length

Max length48
Median length4
Mean length12.80026
Min length4

Unique

Unique1 ?
Unique (%)0.1%

Sample

1st rowhttps://www.yicf.or.kr/+http://www.interpark.com
2nd rowhttps://www.yicf.or.kr/+http://www.interpark.com
3rd rowhttps://www.yicf.or.kr/+http://www.interpark.com
4th row<NA>
5th row<NA>

Common Values

ValueCountFrequency (%)
<NA> 823
53.5%
https://artic.or.kr 173
 
11.3%
http://www.interpark.com 115
 
7.5%
http://www.guriart.or.kr 66
 
4.3%
https://www.uilib.go.kr 54
 
3.5%
https://www.uilib.go.kr/information/ 50
 
3.3%
https://www.uilib.go.kr/art 49
 
3.2%
http://ticket.interpark.com/ 39
 
2.5%
http://sureul.co.kr/ 32
 
2.1%
http://www.yjcf.or.kr 30
 
2.0%
Other values (13) 106
 
6.9%

Length

2024-05-10T20:19:11.960378image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
na 823
53.0%
https://artic.or.kr 173
 
11.1%
http://www.interpark.com 115
 
7.4%
http://www.guriart.or.kr 66
 
4.2%
https://www.uilib.go.kr 54
 
3.5%
https://www.uilib.go.kr/information 50
 
3.2%
https://www.uilib.go.kr/art 49
 
3.2%
http://ticket.interpark.com 39
 
2.5%
http://sureul.co.kr 32
 
2.1%
http://www.yjcf.or.kr 30
 
1.9%
Other values (19) 122
 
7.9%

주차장보유여부
Boolean

IMBALANCE  MISSING 

Distinct2
Distinct (%)0.1%
Missing55
Missing (%)3.6%
Memory size3.1 KiB
True
1442 
False
 
40
(Missing)
 
55
ValueCountFrequency (%)
True 1442
93.8%
False 40
 
2.6%
(Missing) 55
 
3.6%
2024-05-10T20:19:12.269808image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

정제도로명주소
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing1537
Missing (%)100.0%
Memory size13.6 KiB

정제지번주소
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing1537
Missing (%)100.0%
Memory size13.6 KiB

정제WGS84위도
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing1537
Missing (%)100.0%
Memory size13.6 KiB

정제WGS84경도
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing1537
Missing (%)100.0%
Memory size13.6 KiB

소재지도로명주소
Text

MISSING 

Distinct165
Distinct (%)11.0%
Missing31
Missing (%)2.0%
Memory size12.1 KiB
2024-05-10T20:19:12.760337image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length55
Median length34
Mean length19.484064
Min length13

Characters and Unicode

Total characters29343
Distinct characters198
Distinct categories9 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique92 ?
Unique (%)6.1%

Sample

1st row경기도 용인시 수지구 포은대로 499
2nd row경기도 용인시 수지구 포은대로 499
3rd row경기도 용인시 수지구 문정로7번길 15
4th row경기도 광명시 가학로85번길 142
5th row경기도 양평군 양평읍 문화복지길 2, 1층
ValueCountFrequency (%)
경기도 1506
 
21.8%
40 174
 
2.5%
이천시 173
 
2.5%
부악로 173
 
2.5%
의정부시 172
 
2.5%
21 137
 
2.0%
발화대길 133
 
1.9%
안산시 133
 
1.9%
안성시 133
 
1.9%
단원구 120
 
1.7%
Other values (316) 4057
58.7%
2024-05-10T20:19:13.859826image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
5405
 
18.4%
경 1542
 
5.3%
시 1538
 
5.2%
기 1514
 
5.2%
도 1509
 
5.1%
로 1354
 
4.6%
1 811
 
2.8%
2 773
 
2.6%
동 639
 
2.2%
안 632
 
2.2%
Other values (188) 13626
46.4%

Most occurring categories

ValueCountFrequency (%)
Other Letter 18306
62.4%
Space Separator 5405
 
18.4%
Decimal Number 4414
 
15.0%
Open Punctuation 467
 
1.6%
Close Punctuation 467
 
1.6%
Uppercase Letter 124
 
0.4%
Dash Punctuation 80
 
0.3%
Other Punctuation 79
 
0.3%
Math Symbol 1
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
경 1542
 
8.4%
시 1538
 
8.4%
기 1514
 
8.3%
도 1509
 
8.2%
로 1354
 
7.4%
동 639
 
3.5%
안 632
 
3.5%
구 544
 
3.0%
부 428
 
2.3%
성 413
 
2.3%
Other values (170) 8193
44.8%
Decimal Number
ValueCountFrequency (%)
1 811
18.4%
2 773
17.5%
4 588
13.3%
0 448
10.1%
3 414
9.4%
8 409
9.3%
5 381
8.6%
6 310
 
7.0%
7 174
 
3.9%
9 106
 
2.4%
Uppercase Letter
ValueCountFrequency (%)
K 62
50.0%
S 62
50.0%
Space Separator
ValueCountFrequency (%)
5405
100.0%
Open Punctuation
ValueCountFrequency (%)
( 467
100.0%
Close Punctuation
ValueCountFrequency (%)
) 467
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 80
100.0%
Other Punctuation
ValueCountFrequency (%)
, 79
100.0%
Math Symbol
ValueCountFrequency (%)
+ 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 18306
62.4%
Common 10913
37.2%
Latin 124
 
0.4%

Most frequent character per script

Hangul
ValueCountFrequency (%)
경 1542
 
8.4%
시 1538
 
8.4%
기 1514
 
8.3%
도 1509
 
8.2%
로 1354
 
7.4%
동 639
 
3.5%
안 632
 
3.5%
구 544
 
3.0%
부 428
 
2.3%
성 413
 
2.3%
Other values (170) 8193
44.8%
Common
ValueCountFrequency (%)
5405
49.5%
1 811
 
7.4%
2 773
 
7.1%
4 588
 
5.4%
( 467
 
4.3%
) 467
 
4.3%
0 448
 
4.1%
3 414
 
3.8%
8 409
 
3.7%
5 381
 
3.5%
Other values (6) 750
 
6.9%
Latin
ValueCountFrequency (%)
K 62
50.0%
S 62
50.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 18306
62.4%
ASCII 11037
37.6%

Most frequent character per block

ASCII
ValueCountFrequency (%)
5405
49.0%
1 811
 
7.3%
2 773
 
7.0%
4 588
 
5.3%
( 467
 
4.2%
) 467
 
4.2%
0 448
 
4.1%
3 414
 
3.8%
8 409
 
3.7%
5 381
 
3.5%
Other values (8) 874
 
7.9%
Hangul
ValueCountFrequency (%)
경 1542
 
8.4%
시 1538
 
8.4%
기 1514
 
8.3%
도 1509
 
8.2%
로 1354
 
7.4%
동 639
 
3.5%
안 632
 
3.5%
구 544
 
3.0%
부 428
 
2.3%
성 413
 
2.3%
Other values (170) 8193
44.8%

소재지지번주소
Text

MISSING 

Distinct157
Distinct (%)12.8%
Missing308
Missing (%)20.0%
Memory size12.1 KiB
2024-05-10T20:19:14.507452image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length27
Median length26
Mean length17.586656
Min length13

Characters and Unicode

Total characters21614
Distinct characters136
Distinct categories6 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique91 ?
Unique (%)7.4%

Sample

1st row경기도 용인시 수지구 죽전동 1003-43
2nd row경기도 용인시 수지구 죽전동 1003-43
3rd row경기도 용인시 수지구 풍덕천동 1086
4th row경기도 광명시 가학동 27
5th row경기도 양평군 양평읍 양근리 543
ValueCountFrequency (%)
경기도 1229
23.0%
이천시 173
 
3.2%
중리동 173
 
3.2%
490 173
 
3.2%
의정부시 172
 
3.2%
안산시 134
 
2.5%
현수동 133
 
2.5%
619 133
 
2.5%
안성시 133
 
2.5%
단원구 120
 
2.2%
Other values (269) 2768
51.8%
2024-05-10T20:19:15.571426image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
4112
19.0%
동 1241
 
5.7%
기 1239
 
5.7%
시 1235
 
5.7%
도 1230
 
5.7%
경 1229
 
5.7%
1 826
 
3.8%
2 555
 
2.6%
7 514
 
2.4%
0 429
 
2.0%
Other values (126) 9004
41.7%

Most occurring categories

ValueCountFrequency (%)
Other Letter 12800
59.2%
Decimal Number 4210
 
19.5%
Space Separator 4112
 
19.0%
Dash Punctuation 392
 
1.8%
Close Punctuation 50
 
0.2%
Open Punctuation 50
 
0.2%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
동 1241
 
9.7%
기 1239
 
9.7%
시 1235
 
9.6%
도 1230
 
9.6%
경 1229
 
9.6%
천 406
 
3.2%
성 299
 
2.3%
산 290
 
2.3%
구 284
 
2.2%
정 281
 
2.2%
Other values (112) 5066
39.6%
Decimal Number
ValueCountFrequency (%)
1 826
19.6%
2 555
13.2%
7 514
12.2%
0 429
10.2%
4 393
9.3%
9 370
8.8%
5 313
 
7.4%
8 277
 
6.6%
3 269
 
6.4%
6 264
 
6.3%
Space Separator
ValueCountFrequency (%)
4112
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 392
100.0%
Close Punctuation
ValueCountFrequency (%)
) 50
100.0%
Open Punctuation
ValueCountFrequency (%)
( 50
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 12800
59.2%
Common 8814
40.8%

Most frequent character per script

Hangul
ValueCountFrequency (%)
동 1241
 
9.7%
기 1239
 
9.7%
시 1235
 
9.6%
도 1230
 
9.6%
경 1229
 
9.6%
천 406
 
3.2%
성 299
 
2.3%
산 290
 
2.3%
구 284
 
2.2%
정 281
 
2.2%
Other values (112) 5066
39.6%
Common
ValueCountFrequency (%)
4112
46.7%
1 826
 
9.4%
2 555
 
6.3%
7 514
 
5.8%
0 429
 
4.9%
4 393
 
4.5%
- 392
 
4.4%
9 370
 
4.2%
5 313
 
3.6%
8 277
 
3.1%
Other values (4) 633
 
7.2%

Most occurring blocks

ValueCountFrequency (%)
Hangul 12800
59.2%
ASCII 8814
40.8%

Most frequent character per block

ASCII
ValueCountFrequency (%)
4112
46.7%
1 826
 
9.4%
2 555
 
6.3%
7 514
 
5.8%
0 429
 
4.9%
4 393
 
4.5%
- 392
 
4.4%
9 370
 
4.2%
5 313
 
3.6%
8 277
 
3.1%
Other values (4) 633
 
7.2%
Hangul
ValueCountFrequency (%)
동 1241
 
9.7%
기 1239
 
9.7%
시 1235
 
9.6%
도 1230
 
9.6%
경 1229
 
9.6%
천 406
 
3.2%
성 299
 
2.3%
산 290
 
2.3%
구 284
 
2.2%
정 281
 
2.2%
Other values (112) 5066
39.6%

WGS84위도
Real number (ℝ)

MISSING 

Distinct150
Distinct (%)12.8%
Missing368
Missing (%)23.9%
Infinite0
Infinite (%)0.0%
Mean37.496765
Minimum37.138213
Maximum38.117883
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size13.6 KiB
2024-05-10T20:19:15.942780image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum37.138213
5-th percentile37.272124
Q137.309576
median37.402956
Q337.736577
95-th percentile37.945802
Maximum38.117883
Range0.97967002
Interquartile range (IQR)0.4270006

Descriptive statistics

Standard deviation0.24850557
Coefficient of variation (CV)0.0066273868
Kurtosis-0.34286366
Mean37.496765
Median Absolute Deviation (MAD)0.13083237
Skewness0.92964591
Sum43833.719
Variance0.061755017
MonotonicityNot monotonic
2024-05-10T20:19:16.313285image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
37.27212363 173
11.3%
37.402956 115
 
7.5%
37.31842647 110
 
7.2%
37.3845562 63
 
4.1%
37.4268685 52
 
3.4%
37.37998178 49
 
3.2%
37.744726 46
 
3.0%
37.3095764 45
 
2.9%
37.745147 44
 
2.9%
38.10712455 41
 
2.7%
Other values (140) 431
28.0%
(Missing) 368
23.9%
ValueCountFrequency (%)
37.13821264 1
 
0.1%
37.14589518 1
 
0.1%
37.1509331 1
 
0.1%
37.17234844 1
 
0.1%
37.19878594 9
0.6%
37.20068757 18
1.2%
37.2030676 13
0.8%
37.20997393 1
 
0.1%
37.2197536 1
 
0.1%
37.22552935 1
 
0.1%
ValueCountFrequency (%)
38.11788266 6
 
0.4%
38.10712455 41
2.7%
38.01564838 1
 
0.1%
38.01159172 1
 
0.1%
37.9880304 1
 
0.1%
37.98583872 1
 
0.1%
37.94652177 1
 
0.1%
37.94651817 3
 
0.2%
37.9458361 4
 
0.3%
37.94575168 2
 
0.1%

WGS84경도
Real number (ℝ)

MISSING 

Distinct148
Distinct (%)12.7%
Missing368
Missing (%)23.9%
Infinite0
Infinite (%)0.0%
Mean127.08184
Minimum126.52985
Maximum127.484
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size13.6 KiB
2024-05-10T20:19:16.650602image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum126.52985
5-th percentile126.82142
Q1126.96406
median127.06446
Q3127.13056
95-th percentile127.43503
Maximum127.484
Range0.9541456
Interquartile range (IQR)0.1664974

Descriptive statistics

Standard deviation0.19655657
Coefficient of variation (CV)0.0015466928
Kurtosis-0.42417594
Mean127.08184
Median Absolute Deviation (MAD)0.1003985
Skewness0.38759599
Sum148558.67
Variance0.038634485
MonotonicityNot monotonic
2024-05-10T20:19:17.050683image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
127.4350343 173
11.3%
127.130558 115
 
7.5%
126.8231075 110
 
7.2%
126.9313681 63
 
4.1%
127.254726 52
 
3.4%
126.9640606 49
 
3.2%
127.069132 46
 
3.0%
126.9864004 45
 
2.9%
127.106129 44
 
2.9%
127.0797463 41
 
2.7%
Other values (138) 431
28.0%
(Missing) 368
23.9%
ValueCountFrequency (%)
126.5298521 1
 
0.1%
126.5942484 1
 
0.1%
126.6024204 1
 
0.1%
126.6824876 3
0.2%
126.6946856 2
0.1%
126.7110526 1
 
0.1%
126.712302 1
 
0.1%
126.7190079 1
 
0.1%
126.7191454 1
 
0.1%
126.7197493 1
 
0.1%
ValueCountFrequency (%)
127.4839977 7
 
0.5%
127.4350343 173
11.3%
127.33799 3
 
0.2%
127.334785 1
 
0.1%
127.3277757 1
 
0.1%
127.2702567 1
 
0.1%
127.254726 52
 
3.4%
127.2365004 10
 
0.7%
127.2360625 1
 
0.1%
127.229885 1
 
0.1%

데이터기준일자
Categorical

Distinct26
Distinct (%)1.7%
Missing0
Missing (%)0.0%
Memory size12.1 KiB
2023-12-05
220 
2024-02-07
173 
2023-06-26
172 
2023-11-09
138 
2023-12-07
133 
Other values (21)
701 

Length

Max length10
Median length10
Mean length10
Min length10

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2023-12-05
2nd row2023-12-05
3rd row2023-12-05
4th row2022-10-24
5th row2023-12-31

Common Values

ValueCountFrequency (%)
2023-12-05 220
14.3%
2024-02-07 173
11.3%
2023-06-26 172
11.2%
2023-11-09 138
9.0%
2023-12-07 133
8.7%
2024-01-03 116
 
7.5%
2022-10-24 81
 
5.3%
2024-02-13 76
 
4.9%
2023-11-10 69
 
4.5%
2024-02-05 59
 
3.8%
Other values (16) 300
19.5%

Length

2024-05-10T20:19:17.533100image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
2023-12-05 220
14.3%
2024-02-07 173
11.3%
2023-06-26 172
11.2%
2023-11-09 138
9.0%
2023-12-07 133
8.7%
2024-01-03 116
 
7.5%
2022-10-24 81
 
5.3%
2024-02-13 76
 
4.9%
2023-11-10 69
 
4.5%
2024-02-05 59
 
3.8%
Other values (16) 300
19.5%

Sample

행사명장소행사내용행사시작일자행사종료일자행사시작시각행사종료시각요금정보주관기관명주최기관명전화번호후원기관명객석수관람요금입장연령할인정보유의사항홈페이지주소예매정보주차장보유여부정제도로명주소정제지번주소정제WGS84위도정제WGS84경도소재지도로명주소소재지지번주소WGS84위도WGS84경도데이터기준일자
02024 신년음악회 NEW YEARS CONCERT 2024용인포은아트홀용인예총, 용인문화재단 공동 주최 웨스턴심포니오케스트라, 지휘자 방성호, 뮤지컬 배우 최정원, 국악인 유태평양, 소프라노 박지현, 소프라노 정나리 등 출연2024-01-072024-01-0717:0018:40무료(사)한국예술문화단체총연합회 용인시지회(재)용인문화재단+(사)한국예술문화단체총연합회 용인시지회031-260-3355<NA>1068<NA>초등학생 이상<NA><NA>https://www.yicf.or.kr/https://www.yicf.or.kr/+http://www.interpark.comY<NA><NA><NA><NA>경기도 용인시 수지구 포은대로 499경기도 용인시 수지구 죽전동 1003-4337.325618127.1047632023-12-05
1마티네 콘서트 12월용인포은아트홀오케스트라와 함께 다양한 장르를 만나는 토요일 오전 음악산책. 연주 용인필하모닉오케스트라, 뮤지컬 배우 박해미, 최정원 등2023-12-022023-12-0211:0012:10유료(재)용인문화재단(재)용인문화재단031-260-3355<NA>10681층 40000원+2층 30000원초등학생 이상시즌권 할인 40 전회차 구매자에 한함 3인 이상 할인 30 용인 시민 할인 20 1인 2매 문화누리카드 소지자 할인 15 1인 2매경기아이플러스카드(다자녀 카드), 그린카드, 예술인 패스 소지자 할인 10 1인 2매 임직원 및 출연진 할인 30 1인 4매 국가유공자(유족포함 1인 2매) 및 장애인 (등급무관/ 1인 2매) 50, 유공자증, 복지카드 현장 확인1. 본 공연은 초등학생이상 관람가 이므로 예매 및 관람에 착오 없으시길 바랍니다. 　(보호자 동반 여부와 관계없이 입장이 불가하며 이에 따른 변경/취소/환불이 되지 않으니 참고하시기 바랍니다.) 2. 증빙 할인을 받은 내역이 있을 경우, 반드시 증빙자료를 지참하시기 바랍니다. 3. 할인 권종 선택에 대한 책임은 본인에게 있으며, 증빙자료 미 지참 시 차액 지불 후 관람이 가능합니다. 4. 공연 시작 후 지정된 시간 외에는 입장이 제한됩니다.https://www.yicf.or.kr/https://www.yicf.or.kr/+http://www.interpark.comY<NA><NA><NA><NA>경기도 용인시 수지구 포은대로 499경기도 용인시 수지구 죽전동 1003-4337.325618127.1047632023-12-05
2꿈의 오케스트라 용인 제8회 정기연주회&amp;lt;세상 속으로, 여덟 발자국&amp;gt;큰어울마당(용인시평생학습관)지옥의 오르페우스 中 ‘캉캉’, Peer Gynt Suite Selection, 타자기 협주곡 The Typewriter 등 올해 8년 차를 맞는 꿈의 오케스트라 용인의 여덟번째 정기연주회2023-12-022023-12-0217:0018:00무료(재)용인문화재단(재)용인문화재단031-260-3374<NA>455<NA>만24개월이상무료<NA>https://www.yicf.or.kr/https://www.yicf.or.kr/+http://www.interpark.comY<NA><NA><NA><NA>경기도 용인시 수지구 문정로7번길 15경기도 용인시 수지구 풍덕천동 108637.320525127.0954992023-12-05
32018 광명동굴 스페셜 콘서트광명동굴바이올리니스트 박지혜 연주 공연2018-03-012018-03-0115:0016:00무료경기도 광명시청 글로벌관광과경기도 광명시청070-4277-8902<NA>300<NA><NA><NA>광명동굴 입장권 구매 후 입장http://www.gm.go.kr/cv/index.do<NA>Y<NA><NA><NA><NA>경기도 광명시 가학로85번길 142경기도 광명시 가학동 27<NA><NA>2022-10-24
4별빛물빛 콘서트 in양평(손성제 Re:turning)양평생활문화센터손성제 Re:turning(한국을 대표하는 색소포니스트이자 세계적 재즈레이블 ECM Records 소속 아티스트로 그가 결성한 Re:turning 앙상블의 명곡의 재해석 공연입니다.)2023-09-092023-09-0915:0016:00무료(재)양평문화재단(재)양평문화재단031-774-2610경기도 양평군청110무료전연령<NA><NA>http://www.ypcf.or.kr<NA>N<NA><NA><NA><NA>경기도 양평군 양평읍 문화복지길 2, 1층경기도 양평군 양평읍 양근리 54337.497094127.4839982023-12-31
5조선딴스홀양평생활문화센터모던 청춘아지트 조선딴스홀(배우와 관객들이 함께 호흡하며 만들어 나가는 딴스극(연극) ‘1930년대 딴스홀;로 여러분을 초대합니다.)2023-09-232023-09-2314:0015:00무료(재)양평문화재단(재)양평문화재단031-773-2612경기도 양평군청110무료전연령<NA><NA>http://www.ypcf.or.kr<NA>N<NA><NA><NA><NA>경기도 양평군 양평읍 문화복지길 2, 1층경기도 양평군 양평읍 양근리 54337.497094127.4839982023-12-31
6별빛물빛 콘서트 in양평(최진호&amp;염유리)양평생활문화센터최진호&amp;염유리(최근 성악 붐을 타고 혜성같이 나타난 최진호와 염유리의 클래식과 크로스오버 장르를 넘나드는 음악회입니다.)2023-10-142023-10-1415:0016:00무료(재)양평문화재단(재)양평문화재단031-773-2612경기도 양평군청110무료전연령<NA><NA>http://www.ypcf.or.kr<NA>N<NA><NA><NA><NA>경기도 양평군 양평읍 문화복지길 2, 1층경기도 양평군 양평읍 양근리 54337.497094127.4839982023-12-31
7양강섬예술축제양강섬&amp;lt;페스티벌 다다&amp;gt;‘예술이 함께 꽃피는 양강섬’을 주제로 지역주민들에게 공연 및 시각예술 뿐만 아니라 예술마켓, 예술 체험, 예술피크닉 등 다양한 프로그램을 제공해 소통과 문화 교류의 장으로 마련합니다.2023-10-212023-10-2112:0018:00무료(재)양평문화재단(재)양평문화재단031-773-2612경기도 양평군청0무료전연령<NA><NA>http://www.ypcf.or.kr<NA>N<NA><NA><NA><NA>경기도 양평군 양평읍 문화복지길 2, 1층경기도 양평군 양평읍 양근리 54337.497094127.4839982023-12-31
82023 생활문화페스타 in 양평양평생활문화센터생활문화 동아리(12팀) 공연 및 체험부스 등2023-11-042023-11-0413:0017:00무료(재)양평문화재단(재)양평문화재단031-773-2612경기도 양평군청0무료전연령<NA><NA>http://www.ypcf.or.kr<NA>N<NA><NA><NA><NA>경기도 양평군 양평읍 문화복지길 2, 1층경기도 양평군 양평읍 양근리 54337.497094127.4839982023-12-31
9별빛 물빛 콘서트 in 양평(악기야 놀자)양평생활문화센터어린이 대상 금관 5중주 체험공연2023-11-182023-11-1815:0016:00무료(재)양평문화재단(재)양평문화재단031-773-2612경기도 양평군청0무료전연령<NA><NA>http://www.ypcf.or.kr<NA>N<NA><NA><NA><NA>경기도 양평군 양평읍 문화복지길 2, 1층경기도 양평군 양평읍 양근리 54337.497094127.4839982023-12-31
행사명장소행사내용행사시작일자행사종료일자행사시작시각행사종료시각요금정보주관기관명주최기관명전화번호후원기관명객석수관람요금입장연령할인정보유의사항홈페이지주소예매정보주차장보유여부정제도로명주소정제지번주소정제WGS84위도정제WGS84경도소재지도로명주소소재지지번주소WGS84위도WGS84경도데이터기준일자
15272022 문화의 날 - 음악살롱보산동 치어스록밴드 등 클럽공연2022-10-012022-10-0118:3020:30무료동두천예총경기도 동두천시+경기도031-860-3115경기도 동두천시의회50<NA><NA><NA><NA><NA><NA>Y<NA><NA><NA><NA>경기도 동두천시 상패로 212-3경기도 동두천시 보산동 436-2037.917473127.0561342023-12-05
15282022년 거리로 나온 예술캠프보산예술인 및 예술동호인들에게 공연활동 여건을 제공하고 이를 통해 일상으로 들어가 일반 시민들과 함께 즐길 수 있는 거리예술 문화 환경 조성2022-10-012022-10-0115:0017:00무료경기도 동두천시경기도 동두천시+경기도031-860-2063경기도 동두천시의회0<NA><NA><NA><NA><NA><NA>Y<NA><NA><NA><NA><NA>경기도 동두천시 보산동 429-1937.916565127.0563772023-12-05
15292022 문화의 날 - 턱거리음악이 흐르는 마을광암동다목적회관올드팝 콘서트2022-09-302022-09-3019:0020:00무료턱거리사람들협동조합경기도 동두천시+경기도031-860-3115경기도 동두천시의회100<NA><NA><NA><NA><NA><NA>Y<NA><NA><NA><NA>경기도 동두천시 광암로61번길 21경기도 동두천시 광암동 183-237.893725127.0891412023-12-05
1530동두천락페스티벌소요산 주차장 특설무대락밴드 경연대회 및 락 뮤지션 초청 공연2022-09-242022-09-2514:0021:00무료동두천락페스티벌조직위원회경기도 동두천시031-860-2063문화체육관광부0<NA><NA><NA><NA><NA><NA>Y<NA><NA><NA><NA><NA>경기도 동두천시 상봉암동 1037.945752127.0639922023-12-05
1531동두천시민을 위한 한마음 콘서트캠프보산어르신 및 시민을 위한 트롯, 농악 등 공연2022-09-172022-09-1714:0016:00무료동두천실버팝오케스트라경기도 동두천시031-860-2063경기도 동두천시의회0<NA><NA><NA><NA><NA><NA>Y<NA><NA><NA><NA><NA>경기도 동두천시 보산동 429-1937.916565127.0563772023-12-05
15322022 문화의 날 - 음악살롱보산동 야외무대록밴드 등 클럽공연2022-09-042022-09-0415:0017:00무료동두천예총경기도 동두천시+경기도031-860-3115경기도 동두천시의회200<NA><NA><NA><NA><NA><NA>Y<NA><NA><NA><NA><NA>경기도 동두천시 보산동 429-1937.916565127.0563772023-12-05
15332022 문화의 날 - 경원선 문화완행열차지행역(2)예술인 및 동호회2022-09-032022-09-0318:3020:30무료동두천문화원경기도 동두천시+경기도031-860-3115경기도 동두천시의회300<NA><NA><NA><NA><NA><NA>Y<NA><NA><NA><NA>경기도 동두천시 평화로 2285경기도 동두천시 지행동 481-837.891836127.0556432023-12-05
1534인문학융합특강 사람 장소 환대의정부과학도서관강연2022-07-302022-07-3014:0016:00무료경기도청+경기도 의정부시청+의정부과학도서관경기도청+경기도 의정부시청+의정부과학도서관031-828-8652<NA><NA><NA>성인 20명<NA><NA>https://www.uilib.go.krhttps://www.uilib.go.krY<NA><NA><NA><NA>경기도 의정부시 추동로124번길 52 (신곡동)경기도 의정부시 신곡동 124-137.744726127.0691322023-06-26
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