Overview

Dataset statistics

Number of variables9
Number of observations2190
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory156.3 KiB
Average record size in memory73.1 B

Variable types

Numeric1
Text2
DateTime2
Categorical4

Dataset

Description2024년 2월 16일 기준 광주광역시 어린이 놀이시설 현황으로 시설명, 주소, 설치일자 등의 정보를 제공합니다.
Author광주광역시
URLhttps://www.data.go.kr/data/15012318/fileData.do

Alerts

데이터기준일자 has constant value ""Constant
설치장소 is highly overall correlated with 민공구분 and 1 other fieldsHigh correlation
민공구분 is highly overall correlated with 설치장소High correlation
실내외구분 is highly overall correlated with 설치장소High correlation
설치장소 is highly imbalanced (59.0%)Imbalance
실내외구분 is highly imbalanced (73.8%)Imbalance
물놀이형놀이시설 is highly imbalanced (91.6%)Imbalance
시설번호 has unique valuesUnique

Reproduction

Analysis started2024-04-06 08:08:19.037469
Analysis finished2024-04-06 08:08:21.291995
Duration2.25 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

시설번호
Real number (ℝ)

UNIQUE 

Distinct2190
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean272820.86
Minimum1521
Maximum1000923
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size19.4 KiB
2024-04-06T17:08:21.546563image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1521
5-th percentile6088.45
Q111834
median38861.5
Q3551681
95-th percentile582405.2
Maximum1000923
Range999402
Interquartile range (IQR)539847

Descriptive statistics

Standard deviation275082.58
Coefficient of variation (CV)1.0082901
Kurtosis-1.6971154
Mean272820.86
Median Absolute Deviation (MAD)34018.5
Skewness0.21827906
Sum5.9747768 × 108
Variance7.5670427 × 1010
MonotonicityStrictly increasing
2024-04-06T17:08:22.466229image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1521 1
 
< 0.1%
541768 1
 
< 0.1%
541559 1
 
< 0.1%
541688 1
 
< 0.1%
541689 1
 
< 0.1%
541690 1
 
< 0.1%
541694 1
 
< 0.1%
541714 1
 
< 0.1%
541770 1
 
< 0.1%
544672 1
 
< 0.1%
Other values (2180) 2180
99.5%
ValueCountFrequency (%)
1521 1
< 0.1%
3292 1
< 0.1%
3294 1
< 0.1%
3296 1
< 0.1%
3298 1
< 0.1%
4746 1
< 0.1%
4752 1
< 0.1%
4753 1
< 0.1%
4755 1
< 0.1%
4756 1
< 0.1%
ValueCountFrequency (%)
1000923 1
< 0.1%
1000835 1
< 0.1%
1000834 1
< 0.1%
1000833 1
< 0.1%
1000807 1
< 0.1%
1000716 1
< 0.1%
1000679 1
< 0.1%
1000650 1
< 0.1%
1000623 1
< 0.1%
1000616 1
< 0.1%
Distinct2181
Distinct (%)99.6%
Missing0
Missing (%)0.0%
Memory size17.2 KiB
2024-04-06T17:08:22.973194image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length37
Median length29
Mean length17.045662
Min length2

Characters and Unicode

Total characters37330
Distinct characters529
Distinct categories11 ?
Distinct scripts4 ?
Distinct blocks3 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique2172 ?
Unique (%)99.2%

Sample

1st row현대상무힐스테이트아파트 105동앞 놀이터
2nd row미화어린이집 놀이터
3rd row본량어린이집 놀이시설
4th row광산어린이집 놀이터
5th row그린별어린이집 놀이터
ValueCountFrequency (%)
놀이터 662
 
11.3%
228
 
3.9%
놀이시설 155
 
2.6%
어린이놀이터 145
 
2.5%
어린이공원 116
 
2.0%
어린이놀이시설 114
 
1.9%
103
 
1.8%
아파트 83
 
1.4%
유아놀이터 47
 
0.8%
43
 
0.7%
Other values (2399) 4154
71.0%
2024-04-06T17:08:23.849214image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
3660
 
9.8%
3034
 
8.1%
1807
 
4.8%
1382
 
3.7%
1359
 
3.6%
1334
 
3.6%
1 1210
 
3.2%
1102
 
3.0%
1090
 
2.9%
1086
 
2.9%
Other values (519) 20266
54.3%

Most occurring categories

ValueCountFrequency (%)
Other Letter 28728
77.0%
Space Separator 3660
 
9.8%
Decimal Number 3570
 
9.6%
Close Punctuation 400
 
1.1%
Open Punctuation 400
 
1.1%
Uppercase Letter 183
 
0.5%
Connector Punctuation 181
 
0.5%
Dash Punctuation 141
 
0.4%
Other Punctuation 35
 
0.1%
Lowercase Letter 23
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
3034
 
10.6%
1807
 
6.3%
1382
 
4.8%
1359
 
4.7%
1334
 
4.6%
1102
 
3.8%
1090
 
3.8%
1086
 
3.8%
1047
 
3.6%
610
 
2.1%
Other values (473) 14877
51.8%
Uppercase Letter
ValueCountFrequency (%)
S 47
25.7%
L 24
13.1%
H 15
 
8.2%
K 15
 
8.2%
B 13
 
7.1%
E 12
 
6.6%
G 9
 
4.9%
I 6
 
3.3%
W 6
 
3.3%
A 6
 
3.3%
Other values (11) 30
16.4%
Decimal Number
ValueCountFrequency (%)
1 1210
33.9%
0 720
20.2%
2 661
18.5%
3 339
 
9.5%
4 160
 
4.5%
5 160
 
4.5%
6 113
 
3.2%
7 88
 
2.5%
8 74
 
2.1%
9 45
 
1.3%
Other Punctuation
ValueCountFrequency (%)
, 14
40.0%
# 7
20.0%
& 7
20.0%
. 5
 
14.3%
' 2
 
5.7%
Lowercase Letter
ValueCountFrequency (%)
s 13
56.5%
e 8
34.8%
h 1
 
4.3%
t 1
 
4.3%
Space Separator
ValueCountFrequency (%)
3660
100.0%
Close Punctuation
ValueCountFrequency (%)
) 400
100.0%
Open Punctuation
ValueCountFrequency (%)
( 400
100.0%
Connector Punctuation
ValueCountFrequency (%)
_ 181
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 141
100.0%
Math Symbol
ValueCountFrequency (%)
~ 9
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 28727
77.0%
Common 8396
 
22.5%
Latin 206
 
0.6%
Han 1
 
< 0.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
3034
 
10.6%
1807
 
6.3%
1382
 
4.8%
1359
 
4.7%
1334
 
4.6%
1102
 
3.8%
1090
 
3.8%
1086
 
3.8%
1047
 
3.6%
610
 
2.1%
Other values (472) 14876
51.8%
Latin
ValueCountFrequency (%)
S 47
22.8%
L 24
11.7%
H 15
 
7.3%
K 15
 
7.3%
B 13
 
6.3%
s 13
 
6.3%
E 12
 
5.8%
G 9
 
4.4%
e 8
 
3.9%
I 6
 
2.9%
Other values (15) 44
21.4%
Common
ValueCountFrequency (%)
3660
43.6%
1 1210
 
14.4%
0 720
 
8.6%
2 661
 
7.9%
) 400
 
4.8%
( 400
 
4.8%
3 339
 
4.0%
_ 181
 
2.2%
4 160
 
1.9%
5 160
 
1.9%
Other values (11) 505
 
6.0%
Han
ValueCountFrequency (%)
1
100.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 28727
77.0%
ASCII 8602
 
23.0%
CJK 1
 
< 0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
3660
42.5%
1 1210
 
14.1%
0 720
 
8.4%
2 661
 
7.7%
) 400
 
4.7%
( 400
 
4.7%
3 339
 
3.9%
_ 181
 
2.1%
4 160
 
1.9%
5 160
 
1.9%
Other values (36) 711
 
8.3%
Hangul
ValueCountFrequency (%)
3034
 
10.6%
1807
 
6.3%
1382
 
4.8%
1359
 
4.7%
1334
 
4.6%
1102
 
3.8%
1090
 
3.8%
1086
 
3.8%
1047
 
3.6%
610
 
2.1%
Other values (472) 14876
51.8%
CJK
ValueCountFrequency (%)
1
100.0%

주소
Text

Distinct1599
Distinct (%)73.0%
Missing0
Missing (%)0.0%
Memory size17.2 KiB
2024-04-06T17:08:24.665392image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length64
Median length52
Mean length30.207306
Min length12

Characters and Unicode

Total characters66154
Distinct characters425
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

Unique1232 ?
Unique (%)56.3%

Sample

1st row광주광역시 서구 상무대로911번길 42(쌍촌동, 상무 힐스테이트)
2nd row광주광역시 남구 천변좌로586번길 27-2 (방림동)
3rd row광주광역시 광산구 용수길 45 (산수동)
4th row광주광역시 광산구 송도로212번길 50-9 (도산동)
5th row광주광역시 광산구 임방울대로 138-12 (운남동)
ValueCountFrequency (%)
광주광역시 2195
 
17.6%
광산구 690
 
5.5%
북구 630
 
5.0%
서구 407
 
3.3%
남구 344
 
2.8%
동구 159
 
1.3%
우산동 79
 
0.6%
아파트 67
 
0.5%
신가동 65
 
0.5%
장덕동 63
 
0.5%
Other values (2439) 7801
62.4%
2024-04-06T17:08:25.835963image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
10310
 
15.6%
5236
 
7.9%
2667
 
4.0%
2503
 
3.8%
2399
 
3.6%
2297
 
3.5%
2204
 
3.3%
1 1905
 
2.9%
) 1776
 
2.7%
( 1776
 
2.7%
Other values (415) 33081
50.0%

Most occurring categories

ValueCountFrequency (%)
Other Letter 41647
63.0%
Space Separator 10310
 
15.6%
Decimal Number 8771
 
13.3%
Close Punctuation 1791
 
2.7%
Open Punctuation 1791
 
2.7%
Other Punctuation 1192
 
1.8%
Dash Punctuation 540
 
0.8%
Uppercase Letter 105
 
0.2%
Lowercase Letter 6
 
< 0.1%
Math Symbol 1
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
5236
 
12.6%
2667
 
6.4%
2503
 
6.0%
2399
 
5.8%
2297
 
5.5%
2204
 
5.3%
1763
 
4.2%
1245
 
3.0%
1037
 
2.5%
968
 
2.3%
Other values (366) 19328
46.4%
Uppercase Letter
ValueCountFrequency (%)
S 24
22.9%
L 14
13.3%
H 9
 
8.6%
E 9
 
8.6%
B 7
 
6.7%
A 6
 
5.7%
T 5
 
4.8%
K 4
 
3.8%
P 3
 
2.9%
I 3
 
2.9%
Other values (10) 21
20.0%
Decimal Number
ValueCountFrequency (%)
1 1905
21.7%
2 1330
15.2%
3 1033
11.8%
5 752
 
8.6%
0 728
 
8.3%
6 671
 
7.7%
4 665
 
7.6%
7 631
 
7.2%
8 567
 
6.5%
9 489
 
5.6%
Other Punctuation
ValueCountFrequency (%)
, 1143
95.9%
* 15
 
1.3%
13
 
1.1%
& 9
 
0.8%
· 6
 
0.5%
/ 4
 
0.3%
? 2
 
0.2%
Lowercase Letter
ValueCountFrequency (%)
e 2
33.3%
s 1
16.7%
k 1
16.7%
h 1
16.7%
t 1
16.7%
Close Punctuation
ValueCountFrequency (%)
) 1776
99.2%
] 15
 
0.8%
Open Punctuation
ValueCountFrequency (%)
( 1776
99.2%
[ 15
 
0.8%
Space Separator
ValueCountFrequency (%)
10310
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 540
100.0%
Math Symbol
ValueCountFrequency (%)
~ 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 41647
63.0%
Common 24396
36.9%
Latin 111
 
0.2%

Most frequent character per script

Hangul
ValueCountFrequency (%)
5236
 
12.6%
2667
 
6.4%
2503
 
6.0%
2399
 
5.8%
2297
 
5.5%
2204
 
5.3%
1763
 
4.2%
1245
 
3.0%
1037
 
2.5%
968
 
2.3%
Other values (366) 19328
46.4%
Latin
ValueCountFrequency (%)
S 24
21.6%
L 14
12.6%
H 9
 
8.1%
E 9
 
8.1%
B 7
 
6.3%
A 6
 
5.4%
T 5
 
4.5%
K 4
 
3.6%
P 3
 
2.7%
I 3
 
2.7%
Other values (15) 27
24.3%
Common
ValueCountFrequency (%)
10310
42.3%
1 1905
 
7.8%
) 1776
 
7.3%
( 1776
 
7.3%
2 1330
 
5.5%
, 1143
 
4.7%
3 1033
 
4.2%
5 752
 
3.1%
0 728
 
3.0%
6 671
 
2.8%
Other values (14) 2972
 
12.2%

Most occurring blocks

ValueCountFrequency (%)
Hangul 41647
63.0%
ASCII 24488
37.0%
None 19
 
< 0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
10310
42.1%
1 1905
 
7.8%
) 1776
 
7.3%
( 1776
 
7.3%
2 1330
 
5.4%
, 1143
 
4.7%
3 1033
 
4.2%
5 752
 
3.1%
0 728
 
3.0%
6 671
 
2.7%
Other values (37) 3064
 
12.5%
Hangul
ValueCountFrequency (%)
5236
 
12.6%
2667
 
6.4%
2503
 
6.0%
2399
 
5.8%
2297
 
5.5%
2204
 
5.3%
1763
 
4.2%
1245
 
3.0%
1037
 
2.5%
968
 
2.3%
Other values (366) 19328
46.4%
None
ValueCountFrequency (%)
13
68.4%
· 6
31.6%
Distinct1237
Distinct (%)56.5%
Missing0
Missing (%)0.0%
Memory size17.2 KiB
Minimum1970-01-01 00:00:00
Maximum2023-12-30 00:00:00
2024-04-06T17:08:26.173613image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-06T17:08:26.444380image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

설치장소
Categorical

HIGH CORRELATION  IMBALANCE 

Distinct12
Distinct (%)0.5%
Missing0
Missing (%)0.0%
Memory size17.2 KiB
주택단지
1485 
도시공원
363 
어린이집
248 
놀이제공영업소
 
27
식품접객업소
 
27
Other values (7)
 
40

Length

Max length8
Median length4
Mean length4.0771689
Min length3

Unique

Unique1 ?
Unique (%)< 0.1%

Sample

1st row주택단지
2nd row주택단지
3rd row주택단지
4th row주택단지
5th row도시공원

Common Values

ValueCountFrequency (%)
주택단지 1485
67.8%
도시공원 363
 
16.6%
어린이집 248
 
11.3%
놀이제공영업소 27
 
1.2%
식품접객업소 27
 
1.2%
주상복합 14
 
0.6%
아동복지시설 13
 
0.6%
종교시설 5
 
0.2%
대규모점포 3
 
0.1%
육아종합지원센터 2
 
0.1%
Other values (2) 3
 
0.1%

Length

2024-04-06T17:08:26.726679image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
주택단지 1485
67.8%
도시공원 363
 
16.6%
어린이집 248
 
11.3%
놀이제공영업소 27
 
1.2%
식품접객업소 27
 
1.2%
주상복합 14
 
0.6%
아동복지시설 13
 
0.6%
종교시설 5
 
0.2%
대규모점포 3
 
0.1%
육아종합지원센터 2
 
0.1%
Other values (2) 3
 
0.1%

민공구분
Categorical

HIGH CORRELATION 

Distinct2
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size17.2 KiB
민간
1788 
공공
402 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row민간
2nd row민간
3rd row민간
4th row민간
5th row공공

Common Values

ValueCountFrequency (%)
민간 1788
81.6%
공공 402
 
18.4%

Length

2024-04-06T17:08:26.972439image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-06T17:08:27.192328image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
민간 1788
81.6%
공공 402
 
18.4%

실내외구분
Categorical

HIGH CORRELATION  IMBALANCE 

Distinct2
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size17.2 KiB
실외
2093 
실내
 
97

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
실외 2093
95.6%
실내 97
 
4.4%

Length

2024-04-06T17:08:27.382081image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-06T17:08:27.590384image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
실외 2093
95.6%
실내 97
 
4.4%

물놀이형놀이시설
Categorical

IMBALANCE 

Distinct2
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size17.2 KiB
미포함
2167 
포함
 
23

Length

Max length3
Median length3
Mean length2.9894977
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
미포함 2167
98.9%
포함 23
 
1.1%

Length

2024-04-06T17:08:27.799636image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-06T17:08:28.043427image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
미포함 2167
98.9%
포함 23
 
1.1%

데이터기준일자
Date

CONSTANT 

Distinct1
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size17.2 KiB
Minimum2024-02-16 00:00:00
Maximum2024-02-16 00:00:00
2024-04-06T17:08:28.234001image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-06T17:08:28.393515image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=1)

Interactions

2024-04-06T17:08:20.489614image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2024-04-06T17:08:28.532186image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
시설번호설치장소민공구분실내외구분물놀이형놀이시설
시설번호1.0000.2700.0210.1180.056
설치장소0.2701.0000.9950.8910.000
민공구분0.0210.9951.0000.1050.000
실내외구분0.1180.8910.1051.0000.000
물놀이형놀이시설0.0560.0000.0000.0001.000
2024-04-06T17:08:28.719147image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
설치장소민공구분실내외구분물놀이형놀이시설
설치장소1.0000.9360.7330.000
민공구분0.9361.0000.0670.000
실내외구분0.7330.0671.0000.000
물놀이형놀이시설0.0000.0000.0001.000
2024-04-06T17:08:28.920777image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
시설번호설치장소민공구분실내외구분물놀이형놀이시설
시설번호1.0000.1250.0350.1960.092
설치장소0.1251.0000.9360.7330.000
민공구분0.0350.9361.0000.0670.000
실내외구분0.1960.7330.0671.0000.000
물놀이형놀이시설0.0920.0000.0000.0001.000

Missing values

2024-04-06T17:08:20.730944image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-04-06T17:08:21.130178image/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

시설번호놀이시설명주소설치일자설치장소민공구분실내외구분물놀이형놀이시설데이터기준일자
01521현대상무힐스테이트아파트 105동앞 놀이터광주광역시 서구 상무대로911번길 42(쌍촌동, 상무 힐스테이트)2009-12-28주택단지민간실외미포함2024-02-16
13292미화어린이집 놀이터광주광역시 남구 천변좌로586번길 27-2 (방림동)2005-01-01주택단지민간실외미포함2024-02-16
23294본량어린이집 놀이시설광주광역시 광산구 용수길 45 (산수동)2014-07-01주택단지민간실외미포함2024-02-16
33296광산어린이집 놀이터광주광역시 광산구 송도로212번길 50-9 (도산동)2006-03-10주택단지민간실외미포함2024-02-16
43298그린별어린이집 놀이터광주광역시 광산구 임방울대로 138-12 (운남동)2004-03-02도시공원공공실외미포함2024-02-16
54746금호계림주상복합 어린이놀이시설광주광역시 동구 중앙로 358 (계림동, 금호계림주상복합)1998-06-12주택단지민간실내미포함2024-02-16
64752두암타운아파트(106동) 어린이놀이시설광주광역시 동구 밤실로 147 (산수동)1993-11-22주택단지민간실외미포함2024-02-16
74753두암타운아파트(111동) 어린이놀이시설광주광역시 동구 밤실로 147 (산수동)1993-11-22놀이제공영업소민간실내미포함2024-02-16
84755산수 광명아파트 어린이놀이시설광주광역시 동구 무등로 532 (산수동)1995-08-31놀이제공영업소민간실내미포함2024-02-16
94756대아아파트 101동놀이시설광주광역시 동구 지원로 35 (소태동, 대아아파트)1993-08-11어린이집공공실외미포함2024-02-16
시설번호놀이시설명주소설치일자설치장소민공구분실내외구분물놀이형놀이시설데이터기준일자
21801000616광주 북구 문화어린이집광주광역시 북구 군왕로207번길 60 문화어린이집2023-12-06주택단지민간실외미포함2024-02-16
21811000623광주 공룡월드 키즈카페광주광역시 남구 봉선중앙로131번길 112023-12-05주택단지민간실외미포함2024-02-16
21821000650모하니광주광역시 서구 무진대로 919 1층 113호2023-12-21주택단지민간실외미포함2024-02-16
21831000679수완 대라수 어썸테라스 어린이 놀이터광주광역시 광산구 왕버들로252번길 14 수완 대라수 어썸테라스2023-12-19주택단지민간실외미포함2024-02-16
21841000716광주선운 작은도서관 정글짐광주광역시 광산구 선운중앙로 68 광주광역시선운휴먼시아 작은도서관 2층2023-12-08주상복합민간실외미포함2024-02-16
21851000807화정근린공원-어린이놀이터광주광역시 서구 상무대로 1028-12023-12-04어린이집민간실외미포함2024-02-16
21861000833광주마륵효성헤링턴플레이스 104동앞 어린이놀이터1광주광역시 서구 마륵로 8 광주광역시시 서구 마륵동 120-1번지 일원2023-12-30어린이집민간실외미포함2024-02-16
21871000834광주마륵효성헤링턴플레이스 101동옆 어린이놀이터2광주광역시 서구 마륵로 8 광주광역시시 서구 마륵동 120-1번지 일원2023-12-30어린이집민간실외미포함2024-02-16
21881000835광주마륵효성헤링턴플레이스 112동 어린이집앞 유아놀이터광주광역시 서구 마륵로 8 광주광역시시 서구 마륵동 120-1번지 일원2023-12-30어린이집민간실외미포함2024-02-16
21891000923윤슬의 아침 4차 놀이터광주광역시 광산구 북문대로 619-252021-07-05주택단지민간실외미포함2024-02-16