Overview

Dataset statistics

Number of variables5
Number of observations1382
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory55.5 KiB
Average record size in memory41.1 B

Variable types

Numeric1
Categorical2
Text2

Dataset

Description충청남도 소재 일반게임장 현황을 나타내는 데이터로 연번, 15개 시군명, 게임장구분, 상호명, 소재지로 구분하여 공공데이터로 개방합니다.
Author충청남도
URLhttps://alldam.chungnam.go.kr/index.chungnam?menuCd=DOM_000000201001001001&st=&cds=&orgCd=&apiType=&isOpen=Y&pageIndex=390&beforeMenuCd=DOM_000000201001001000&publicdatapk=15039274

Alerts

연번 is highly overall correlated with 시군명High correlation
시군명 is highly overall correlated with 연번High correlation
연번 has unique valuesUnique

Reproduction

Analysis started2024-01-09 21:34:21.539886
Analysis finished2024-01-09 21:34:22.194385
Duration0.65 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

연번
Real number (ℝ)

HIGH CORRELATION  UNIQUE 

Distinct1382
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean691.5
Minimum1
Maximum1382
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size12.3 KiB
2024-01-10T06:34:22.250894image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile70.05
Q1346.25
median691.5
Q31036.75
95-th percentile1312.95
Maximum1382
Range1381
Interquartile range (IQR)690.5

Descriptive statistics

Standard deviation399.09335
Coefficient of variation (CV)0.5771415
Kurtosis-1.2
Mean691.5
Median Absolute Deviation (MAD)345.5
Skewness0
Sum955653
Variance159275.5
MonotonicityStrictly increasing
2024-01-10T06:34:22.587557image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1 1
 
0.1%
920 1
 
0.1%
928 1
 
0.1%
927 1
 
0.1%
926 1
 
0.1%
925 1
 
0.1%
924 1
 
0.1%
923 1
 
0.1%
922 1
 
0.1%
921 1
 
0.1%
Other values (1372) 1372
99.3%
ValueCountFrequency (%)
1 1
0.1%
2 1
0.1%
3 1
0.1%
4 1
0.1%
5 1
0.1%
6 1
0.1%
7 1
0.1%
8 1
0.1%
9 1
0.1%
10 1
0.1%
ValueCountFrequency (%)
1382 1
0.1%
1381 1
0.1%
1380 1
0.1%
1379 1
0.1%
1378 1
0.1%
1377 1
0.1%
1376 1
0.1%
1375 1
0.1%
1374 1
0.1%
1373 1
0.1%

시군명
Categorical

HIGH CORRELATION 

Distinct15
Distinct (%)1.1%
Missing0
Missing (%)0.0%
Memory size10.9 KiB
아산시
369 
천안시
246 
서산시
173 
당진시
166 
예산군
80 
Other values (10)
348 

Length

Max length3
Median length3
Mean length3
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
아산시 369
26.7%
천안시 246
17.8%
서산시 173
12.5%
당진시 166
12.0%
예산군 80
 
5.8%
보령시 78
 
5.6%
홍성군 68
 
4.9%
서천군 51
 
3.7%
논산시 46
 
3.3%
태안군 33
 
2.4%
Other values (5) 72
 
5.2%

Length

2024-01-10T06:34:22.693764image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
아산시 369
26.7%
천안시 246
17.8%
서산시 173
12.5%
당진시 166
12.0%
예산군 80
 
5.8%
보령시 78
 
5.6%
홍성군 68
 
4.9%
서천군 51
 
3.7%
논산시 46
 
3.3%
태안군 33
 
2.4%
Other values (5) 72
 
5.2%

구분
Categorical

Distinct7
Distinct (%)0.5%
Missing0
Missing (%)0.0%
Memory size10.9 KiB
인터넷컴퓨터게임시설제공업
836 
청소년게임제공업
261 
일반게임제공업
147 
게임물제작업
 
58
복합유통게임제공업
 
57
Other values (2)
 
23

Length

Max length13
Median length13
Mean length10.84081
Min length5

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
인터넷컴퓨터게임시설제공업 836
60.5%
청소년게임제공업 261
 
18.9%
일반게임제공업 147
 
10.6%
게임물제작업 58
 
4.2%
복합유통게임제공업 57
 
4.1%
게임물배급업 21
 
1.5%
게임제공업 2
 
0.1%

Length

2024-01-10T06:34:22.791205image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-01-10T06:34:22.881802image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
인터넷컴퓨터게임시설제공업 836
60.5%
청소년게임제공업 261
 
18.9%
일반게임제공업 147
 
10.6%
게임물제작업 58
 
4.2%
복합유통게임제공업 57
 
4.1%
게임물배급업 21
 
1.5%
게임제공업 2
 
0.1%

상호명
Text

Distinct1174
Distinct (%)84.9%
Missing0
Missing (%)0.0%
Memory size10.9 KiB
2024-01-10T06:34:23.093704image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length28
Median length18
Mean length6.1808973
Min length2

Characters and Unicode

Total characters8542
Distinct characters560
Distinct categories10 ?
Distinct scripts3 ?
Distinct blocks4 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique1040 ?
Unique (%)75.3%

Sample

1st rowMAX
2nd row스크린승마(주)
3rd row카지노
4th row엔드 보스 스튜디오
5th row에이케이티 글로벌(주)
ValueCountFrequency (%)
pc 84
 
4.6%
pc방 71
 
3.9%
주식회사 20
 
1.1%
게임랜드 16
 
0.9%
게임장 12
 
0.7%
토이랜드 11
 
0.6%
대박pc 11
 
0.6%
뽑기방 10
 
0.5%
스타pc 8
 
0.4%
골드pc 8
 
0.4%
Other values (1233) 1570
86.2%
2024-01-10T06:34:23.464556image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
C 750
 
8.8%
P 746
 
8.7%
439
 
5.1%
방 313
 
3.7%
게 263
 
3.1%
임 260
 
3.0%
드 222
 
2.6%
스 203
 
2.4%
이 166
 
1.9%
랜 161
 
1.9%
Other values (550) 5019
58.8%

Most occurring categories

ValueCountFrequency (%)
Other Letter 5878
68.8%
Uppercase Letter 1814
 
21.2%
Space Separator 439
 
5.1%
Lowercase Letter 239
 
2.8%
Decimal Number 70
 
0.8%
Close Punctuation 37
 
0.4%
Open Punctuation 37
 
0.4%
Other Punctuation 21
 
0.2%
Dash Punctuation 6
 
0.1%
Math Symbol 1
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
방 313
 
5.3%
게 263
 
4.5%
임 260
 
4.4%
드 222
 
3.8%
스 203
 
3.5%
이 166
 
2.8%
랜 161
 
2.7%
뽑 118
 
2.0%
기 108
 
1.8%
장 102
 
1.7%
Other values (480) 3962
67.4%
Uppercase Letter
ValueCountFrequency (%)
C 750
41.3%
P 746
41.1%
O 36
 
2.0%
E 25
 
1.4%
R 22
 
1.2%
A 22
 
1.2%
I 21
 
1.2%
S 18
 
1.0%
N 17
 
0.9%
T 16
 
0.9%
Other values (16) 141
 
7.8%
Lowercase Letter
ValueCountFrequency (%)
p 47
19.7%
c 45
18.8%
e 31
13.0%
o 19
7.9%
n 13
 
5.4%
a 11
 
4.6%
s 9
 
3.8%
r 9
 
3.8%
y 8
 
3.3%
t 8
 
3.3%
Other values (12) 39
16.3%
Decimal Number
ValueCountFrequency (%)
7 16
22.9%
1 12
17.1%
8 11
15.7%
2 9
12.9%
3 6
 
8.6%
0 6
 
8.6%
6 3
 
4.3%
4 3
 
4.3%
9 2
 
2.9%
5 2
 
2.9%
Other Punctuation
ValueCountFrequency (%)
& 6
28.6%
! 5
23.8%
. 4
19.0%
# 3
14.3%
? 1
 
4.8%
' 1
 
4.8%
· 1
 
4.8%
Space Separator
ValueCountFrequency (%)
439
100.0%
Close Punctuation
ValueCountFrequency (%)
) 37
100.0%
Open Punctuation
ValueCountFrequency (%)
( 37
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 6
100.0%
Math Symbol
ValueCountFrequency (%)
+ 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 5878
68.8%
Latin 2053
 
24.0%
Common 611
 
7.2%

Most frequent character per script

Hangul
ValueCountFrequency (%)
방 313
 
5.3%
게 263
 
4.5%
임 260
 
4.4%
드 222
 
3.8%
스 203
 
3.5%
이 166
 
2.8%
랜 161
 
2.7%
뽑 118
 
2.0%
기 108
 
1.8%
장 102
 
1.7%
Other values (480) 3962
67.4%
Latin
ValueCountFrequency (%)
C 750
36.5%
P 746
36.3%
p 47
 
2.3%
c 45
 
2.2%
O 36
 
1.8%
e 31
 
1.5%
E 25
 
1.2%
R 22
 
1.1%
A 22
 
1.1%
I 21
 
1.0%
Other values (38) 308
15.0%
Common
ValueCountFrequency (%)
439
71.8%
) 37
 
6.1%
( 37
 
6.1%
7 16
 
2.6%
1 12
 
2.0%
8 11
 
1.8%
2 9
 
1.5%
3 6
 
1.0%
0 6
 
1.0%
- 6
 
1.0%
Other values (12) 32
 
5.2%

Most occurring blocks

ValueCountFrequency (%)
Hangul 5875
68.8%
ASCII 2663
31.2%
Compat Jamo 3
 
< 0.1%
None 1
 
< 0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
C 750
28.2%
P 746
28.0%
439
16.5%
p 47
 
1.8%
c 45
 
1.7%
) 37
 
1.4%
( 37
 
1.4%
O 36
 
1.4%
e 31
 
1.2%
E 25
 
0.9%
Other values (59) 470
17.6%
Hangul
ValueCountFrequency (%)
방 313
 
5.3%
게 263
 
4.5%
임 260
 
4.4%
드 222
 
3.8%
스 203
 
3.5%
이 166
 
2.8%
랜 161
 
2.7%
뽑 118
 
2.0%
기 108
 
1.8%
장 102
 
1.7%
Other values (479) 3959
67.4%
Compat Jamo
ValueCountFrequency (%)
ㅋ 3
100.0%
None
ValueCountFrequency (%)
· 1
100.0%

소재지
Text

Distinct1339
Distinct (%)96.9%
Missing0
Missing (%)0.0%
Memory size10.9 KiB
2024-01-10T06:34:23.740907image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length58
Median length47
Mean length28.356729
Min length18

Characters and Unicode

Total characters39189
Distinct characters433
Distinct categories10 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique1300 ?
Unique (%)94.1%

Sample

1st row충청남도 천안시 서북구 성정공원*길 *-**, 로렉스빌 ***호 (성정동)
2nd row충청남도 천안시 서북구 성거읍 봉주로 ***, *동
3rd row충청남도 천안시 동남구 통정**로 *-*, ***호 (신방동)
4th row충청남도 천안시 서북구 시청로 **, ***동 ****호 (불당동, 대동아파트)
5th row충청남도 천안시 서북구 *공단*로 **, ***호 (차암동)
ValueCountFrequency (%)
충청남도 1383
 
16.2%
아산시 369
 
4.3%
1층 319
 
3.7%
천안시 232
 
2.7%
서산시 173
 
2.0%
당진시 166
 
1.9%
2층 156
 
1.8%
서북구 147
 
1.7%
온천동 107
 
1.3%
동남구 85
 
1.0%
Other values (1702) 5421
63.3%
2024-01-10T06:34:24.131266image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
7210
 
18.4%
1 1717
 
4.4%
남 1514
 
3.9%
청 1459
 
3.7%
충 1436
 
3.7%
도 1408
 
3.6%
시 1189
 
3.0%
로 1074
 
2.7%
, 979
 
2.5%
2 946
 
2.4%
Other values (423) 20257
51.7%

Most occurring categories

ValueCountFrequency (%)
Other Letter 22836
58.3%
Space Separator 7210
 
18.4%
Decimal Number 5871
 
15.0%
Other Punctuation 1449
 
3.7%
Close Punctuation 729
 
1.9%
Open Punctuation 729
 
1.9%
Dash Punctuation 293
 
0.7%
Uppercase Letter 53
 
0.1%
Lowercase Letter 14
 
< 0.1%
Math Symbol 5
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
남 1514
 
6.6%
청 1459
 
6.4%
충 1436
 
6.3%
도 1408
 
6.2%
시 1189
 
5.2%
로 1074
 
4.7%
동 936
 
4.1%
산 916
 
4.0%
층 603
 
2.6%
길 585
 
2.6%
Other values (384) 11716
51.3%
Uppercase Letter
ValueCountFrequency (%)
A 9
17.0%
B 9
17.0%
C 7
13.2%
S 4
7.5%
I 4
7.5%
P 3
 
5.7%
K 3
 
5.7%
J 2
 
3.8%
H 2
 
3.8%
Y 2
 
3.8%
Other values (6) 8
15.1%
Decimal Number
ValueCountFrequency (%)
1 1717
29.2%
2 946
16.1%
3 630
 
10.7%
0 569
 
9.7%
4 418
 
7.1%
5 371
 
6.3%
6 363
 
6.2%
7 299
 
5.1%
8 296
 
5.0%
9 262
 
4.5%
Lowercase Letter
ValueCountFrequency (%)
o 4
28.6%
n 4
28.6%
e 4
28.6%
j 1
 
7.1%
z 1
 
7.1%
Other Punctuation
ValueCountFrequency (%)
, 979
67.6%
* 469
32.4%
. 1
 
0.1%
Space Separator
ValueCountFrequency (%)
7210
100.0%
Close Punctuation
ValueCountFrequency (%)
) 729
100.0%
Open Punctuation
ValueCountFrequency (%)
( 729
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 293
100.0%
Math Symbol
ValueCountFrequency (%)
~ 5
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 22836
58.3%
Common 16286
41.6%
Latin 67
 
0.2%

Most frequent character per script

Hangul
ValueCountFrequency (%)
남 1514
 
6.6%
청 1459
 
6.4%
충 1436
 
6.3%
도 1408
 
6.2%
시 1189
 
5.2%
로 1074
 
4.7%
동 936
 
4.1%
산 916
 
4.0%
층 603
 
2.6%
길 585
 
2.6%
Other values (384) 11716
51.3%
Latin
ValueCountFrequency (%)
A 9
13.4%
B 9
13.4%
C 7
10.4%
o 4
 
6.0%
n 4
 
6.0%
S 4
 
6.0%
I 4
 
6.0%
e 4
 
6.0%
P 3
 
4.5%
K 3
 
4.5%
Other values (11) 16
23.9%
Common
ValueCountFrequency (%)
7210
44.3%
1 1717
 
10.5%
, 979
 
6.0%
2 946
 
5.8%
) 729
 
4.5%
( 729
 
4.5%
3 630
 
3.9%
0 569
 
3.5%
* 469
 
2.9%
4 418
 
2.6%
Other values (8) 1890
 
11.6%

Most occurring blocks

ValueCountFrequency (%)
Hangul 22836
58.3%
ASCII 16353
41.7%

Most frequent character per block

ASCII
ValueCountFrequency (%)
7210
44.1%
1 1717
 
10.5%
, 979
 
6.0%
2 946
 
5.8%
) 729
 
4.5%
( 729
 
4.5%
3 630
 
3.9%
0 569
 
3.5%
* 469
 
2.9%
4 418
 
2.6%
Other values (29) 1957
 
12.0%
Hangul
ValueCountFrequency (%)
남 1514
 
6.6%
청 1459
 
6.4%
충 1436
 
6.3%
도 1408
 
6.2%
시 1189
 
5.2%
로 1074
 
4.7%
동 936
 
4.1%
산 916
 
4.0%
층 603
 
2.6%
길 585
 
2.6%
Other values (384) 11716
51.3%

Interactions

2024-01-10T06:34:21.999432image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2024-01-10T06:34:24.208636image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
연번시군명구분
연번1.0000.9500.495
시군명0.9501.0000.370
구분0.4950.3701.000
2024-01-10T06:34:24.277481image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
구분시군명
구분1.0000.177
시군명0.1771.000
2024-01-10T06:34:24.340921image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
연번시군명구분
연번1.0000.7420.278
시군명0.7421.0000.177
구분0.2780.1771.000

Missing values

2024-01-10T06:34:22.094478image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-01-10T06:34:22.165115image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

Sample

연번시군명구분상호명소재지
01천안시게임물배급업MAX충청남도 천안시 서북구 성정공원*길 *-**, 로렉스빌 ***호 (성정동)
12천안시게임물배급업스크린승마(주)충청남도 천안시 서북구 성거읍 봉주로 ***, *동
23천안시게임물배급업카지노충청남도 천안시 동남구 통정**로 *-*, ***호 (신방동)
34천안시게임물배급업엔드 보스 스튜디오충청남도 천안시 서북구 시청로 **, ***동 ****호 (불당동, 대동아파트)
45천안시게임물배급업에이케이티 글로벌(주)충청남도 천안시 서북구 *공단*로 **, ***호 (차암동)
56천안시게임물배급업(주) 안스테크충청남도 천안시 서북구 검은들*길 **, *층 ***호 (불당동)
67천안시게임물배급업스카이소프트충청남도 천안시 동남구 신촌*로 ** (신방동,(***호))
78천안시게임물배급업주식회사 엔드나인게임즈충청남도 천안시 서북구 불당*로 **, *층 (불당동)
89천안시게임물배급업평화전자충청남도 천안시 서북구 도원*길 ** (성정동, 수경빌딩)
910천안시게임물제작업주식회사 넘버원 소프트충청남도 천안시 서북구 두정상가*길 *, ***호 (두정동,새아스빌)
연번시군명구분상호명소재지
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13801381태안군청소년게임제공업오!락충청남도 태안군 안면읍 꽃지해안로 204, 리솜오션캐슬
13811382태안군청소년게임제공업뽑기하우스충청남도 태안군 태안읍 동문2길 25, 태양빌딩 101층