Overview

Dataset statistics

Number of variables6
Number of observations1091
Missing cells2
Missing cells (%)< 0.1%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory51.3 KiB
Average record size in memory48.1 B

Variable types

Categorical2
Text4

Dataset

Description대구광역시_어린이집 현황_20230323
Author대구광역시
URLhttp://data.daegu.go.kr/open/data/dataView.do?dataSetId=15069119&dataSetDetailId=150691191be5c153de53c&provdMethod=FILE

Reproduction

Analysis started2023-12-10 18:52:51.033790
Analysis finished2023-12-10 18:52:53.201263
Duration2.17 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

구군
Categorical

Distinct8
Distinct (%)0.7%
Missing0
Missing (%)0.0%
Memory size8.7 KiB
달서구
236 
북구
207 
달성군
185 
동구
184 
수성구
140 
Other values (3)
139 

Length

Max length3
Median length3
Mean length2.5142071
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
달서구 236
21.6%
북구 207
19.0%
달성군 185
17.0%
동구 184
16.9%
수성구 140
12.8%
서구 60
 
5.5%
남구 43
 
3.9%
중구 36
 
3.3%

Length

2023-12-11T03:52:53.303969image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T03:52:53.479680image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
달서구 236
21.6%
북구 207
19.0%
달성군 185
17.0%
동구 184
16.9%
수성구 140
12.8%
서구 60
 
5.5%
남구 43
 
3.9%
중구 36
 
3.3%
Distinct142
Distinct (%)13.0%
Missing0
Missing (%)0.0%
Memory size8.7 KiB
2023-12-11T03:52:53.930705image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length8
Median length7
Mean length3.7176902
Min length2

Characters and Unicode

Total characters4056
Distinct characters104
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique12 ?
Unique (%)1.1%

Sample

1st row남산1동
2nd row남산2동
3rd row남산2동
4th row남산2동
5th row남산2동
ValueCountFrequency (%)
다사읍 52
 
4.8%
안심1동 28
 
2.6%
화원읍 27
 
2.5%
진천동 25
 
2.3%
무태조야동 25
 
2.3%
유가읍 23
 
2.1%
월성1동 22
 
2.0%
국우동 21
 
1.9%
다사읍서재출장소 21
 
1.9%
혁신동 21
 
1.9%
Other values (132) 826
75.7%
2023-12-11T03:52:54.630155image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
930
22.9%
1 193
 
4.8%
180
 
4.4%
2 176
 
4.3%
154
 
3.8%
3 98
 
2.4%
80
 
2.0%
73
 
1.8%
73
 
1.8%
73
 
1.8%
Other values (94) 2026
50.0%

Most occurring categories

ValueCountFrequency (%)
Other Letter 3472
85.6%
Decimal Number 552
 
13.6%
Other Punctuation 32
 
0.8%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
930
26.8%
180
 
5.2%
154
 
4.4%
80
 
2.3%
73
 
2.1%
73
 
2.1%
73
 
2.1%
72
 
2.1%
69
 
2.0%
67
 
1.9%
Other values (84) 1701
49.0%
Decimal Number
ValueCountFrequency (%)
1 193
35.0%
2 176
31.9%
3 98
17.8%
4 63
 
11.4%
5 8
 
1.4%
6 6
 
1.1%
9 5
 
0.9%
7 2
 
0.4%
0 1
 
0.2%
Other Punctuation
ValueCountFrequency (%)
. 32
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 3472
85.6%
Common 584
 
14.4%

Most frequent character per script

Hangul
ValueCountFrequency (%)
930
26.8%
180
 
5.2%
154
 
4.4%
80
 
2.3%
73
 
2.1%
73
 
2.1%
73
 
2.1%
72
 
2.1%
69
 
2.0%
67
 
1.9%
Other values (84) 1701
49.0%
Common
ValueCountFrequency (%)
1 193
33.0%
2 176
30.1%
3 98
16.8%
4 63
 
10.8%
. 32
 
5.5%
5 8
 
1.4%
6 6
 
1.0%
9 5
 
0.9%
7 2
 
0.3%
0 1
 
0.2%

Most occurring blocks

ValueCountFrequency (%)
Hangul 3472
85.6%
ASCII 584
 
14.4%

Most frequent character per block

Hangul
ValueCountFrequency (%)
930
26.8%
180
 
5.2%
154
 
4.4%
80
 
2.3%
73
 
2.1%
73
 
2.1%
73
 
2.1%
72
 
2.1%
69
 
2.0%
67
 
1.9%
Other values (84) 1701
49.0%
ASCII
ValueCountFrequency (%)
1 193
33.0%
2 176
30.1%
3 98
16.8%
4 63
 
10.8%
. 32
 
5.5%
5 8
 
1.4%
6 6
 
1.0%
9 5
 
0.9%
7 2
 
0.3%
0 1
 
0.2%
Distinct7
Distinct (%)0.6%
Missing0
Missing (%)0.0%
Memory size8.7 KiB
민간
379 
가정
288 
국공립
261 
사회복지법인
102 
직장
41 
Other values (2)
 
20

Length

Max length6
Median length2
Mean length2.6544455
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row민간
2nd row국공립
3rd row국공립
4th row법인단체등
5th row민간

Common Values

ValueCountFrequency (%)
민간 379
34.7%
가정 288
26.4%
국공립 261
23.9%
사회복지법인 102
 
9.3%
직장 41
 
3.8%
법인단체등 15
 
1.4%
협동 5
 
0.5%

Length

2023-12-11T03:52:54.882612image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T03:52:55.098380image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
민간 379
34.7%
가정 288
26.4%
국공립 261
23.9%
사회복지법인 102
 
9.3%
직장 41
 
3.8%
법인단체등 15
 
1.4%
협동 5
 
0.5%
Distinct973
Distinct (%)89.2%
Missing0
Missing (%)0.0%
Memory size8.7 KiB
2023-12-11T03:52:55.429342image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length29
Median length17
Mean length7.8643446
Min length5

Characters and Unicode

Total characters8580
Distinct characters421
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

Unique875 ?
Unique (%)80.2%

Sample

1st row효성해링턴어린이집
2nd row남산롯데센트럴어린이집
3rd row남산이편한어린이집
4th row남산교회어린이집
5th row대구삼성어린이집
ValueCountFrequency (%)
어린이집 14
 
1.2%
구립 9
 
0.8%
무지개어린이집 4
 
0.4%
하늘꿈어린이집 4
 
0.4%
사회복지법인 4
 
0.4%
아이사랑어린이집 4
 
0.4%
늘푸른어린이집 4
 
0.4%
꿈동산어린이집 3
 
0.3%
푸르지오어린이집 3
 
0.3%
아이꿈어린이집 3
 
0.3%
Other values (973) 1079
95.4%
2023-12-11T03:52:56.043532image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
1242
 
14.5%
1119
 
13.0%
1102
 
12.8%
1091
 
12.7%
150
 
1.7%
80
 
0.9%
65
 
0.8%
63
 
0.7%
62
 
0.7%
62
 
0.7%
Other values (411) 3544
41.3%

Most occurring categories

ValueCountFrequency (%)
Other Letter 8482
98.9%
Space Separator 40
 
0.5%
Uppercase Letter 29
 
0.3%
Decimal Number 14
 
0.2%
Lowercase Letter 10
 
0.1%
Dash Punctuation 3
 
< 0.1%
Open Punctuation 1
 
< 0.1%
Close Punctuation 1
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
1242
 
14.6%
1119
 
13.2%
1102
 
13.0%
1091
 
12.9%
150
 
1.8%
80
 
0.9%
65
 
0.8%
63
 
0.7%
62
 
0.7%
62
 
0.7%
Other values (384) 3446
40.6%
Uppercase Letter
ValueCountFrequency (%)
I 4
13.8%
G 3
10.3%
D 3
10.3%
B 3
10.3%
A 3
10.3%
H 2
 
6.9%
S 2
 
6.9%
T 2
 
6.9%
M 1
 
3.4%
L 1
 
3.4%
Other values (5) 5
17.2%
Decimal Number
ValueCountFrequency (%)
3 5
35.7%
2 5
35.7%
4 2
 
14.3%
7 1
 
7.1%
1 1
 
7.1%
Lowercase Letter
ValueCountFrequency (%)
e 5
50.0%
i 4
40.0%
h 1
 
10.0%
Space Separator
ValueCountFrequency (%)
40
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 3
100.0%
Open Punctuation
ValueCountFrequency (%)
( 1
100.0%
Close Punctuation
ValueCountFrequency (%)
) 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 8482
98.9%
Common 59
 
0.7%
Latin 39
 
0.5%

Most frequent character per script

Hangul
ValueCountFrequency (%)
1242
 
14.6%
1119
 
13.2%
1102
 
13.0%
1091
 
12.9%
150
 
1.8%
80
 
0.9%
65
 
0.8%
63
 
0.7%
62
 
0.7%
62
 
0.7%
Other values (384) 3446
40.6%
Latin
ValueCountFrequency (%)
e 5
12.8%
I 4
10.3%
i 4
10.3%
G 3
 
7.7%
D 3
 
7.7%
B 3
 
7.7%
A 3
 
7.7%
H 2
 
5.1%
S 2
 
5.1%
T 2
 
5.1%
Other values (8) 8
20.5%
Common
ValueCountFrequency (%)
40
67.8%
3 5
 
8.5%
2 5
 
8.5%
- 3
 
5.1%
4 2
 
3.4%
7 1
 
1.7%
( 1
 
1.7%
) 1
 
1.7%
1 1
 
1.7%

Most occurring blocks

ValueCountFrequency (%)
Hangul 8482
98.9%
ASCII 98
 
1.1%

Most frequent character per block

Hangul
ValueCountFrequency (%)
1242
 
14.6%
1119
 
13.2%
1102
 
13.0%
1091
 
12.9%
150
 
1.8%
80
 
0.9%
65
 
0.8%
63
 
0.7%
62
 
0.7%
62
 
0.7%
Other values (384) 3446
40.6%
ASCII
ValueCountFrequency (%)
40
40.8%
3 5
 
5.1%
2 5
 
5.1%
e 5
 
5.1%
I 4
 
4.1%
i 4
 
4.1%
G 3
 
3.1%
D 3
 
3.1%
- 3
 
3.1%
B 3
 
3.1%
Other values (17) 23
23.5%
Distinct1086
Distinct (%)99.7%
Missing2
Missing (%)0.2%
Memory size8.7 KiB
2023-12-11T03:52:56.448907image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length13
Median length12
Mean length12.002755
Min length12

Characters and Unicode

Total characters13071
Distinct characters11
Distinct categories2 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique1085 ?
Unique (%)99.6%

Sample

1st row053-256-2005
2nd row053-252-1277
3rd row053-256-2222
4th row053-253-0130
5th row053-255-7851
ValueCountFrequency (%)
053-000-0000 4
 
0.4%
053-285-3703 1
 
0.1%
053-525-0088 1
 
0.1%
053-256-2005 1
 
0.1%
053-643-2588 1
 
0.1%
053-635-0311 1
 
0.1%
053-641-3217 1
 
0.1%
053-632-8422 1
 
0.1%
053-639-7711 1
 
0.1%
053-637-3966 1
 
0.1%
Other values (1076) 1076
98.8%
2023-12-11T03:52:57.050775image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
- 2178
16.7%
5 2082
15.9%
3 1885
14.4%
0 1796
13.7%
6 888
6.8%
1 823
 
6.3%
2 798
 
6.1%
7 787
 
6.0%
9 678
 
5.2%
4 586
 
4.5%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 10893
83.3%
Dash Punctuation 2178
 
16.7%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
5 2082
19.1%
3 1885
17.3%
0 1796
16.5%
6 888
8.2%
1 823
 
7.6%
2 798
 
7.3%
7 787
 
7.2%
9 678
 
6.2%
4 586
 
5.4%
8 570
 
5.2%
Dash Punctuation
ValueCountFrequency (%)
- 2178
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 13071
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
- 2178
16.7%
5 2082
15.9%
3 1885
14.4%
0 1796
13.7%
6 888
6.8%
1 823
 
6.3%
2 798
 
6.1%
7 787
 
6.0%
9 678
 
5.2%
4 586
 
4.5%

Most occurring blocks

ValueCountFrequency (%)
ASCII 13071
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
- 2178
16.7%
5 2082
15.9%
3 1885
14.4%
0 1796
13.7%
6 888
6.8%
1 823
 
6.3%
2 798
 
6.1%
7 787
 
6.0%
9 678
 
5.2%
4 586
 
4.5%

주소
Text

Distinct1090
Distinct (%)99.9%
Missing0
Missing (%)0.0%
Memory size8.7 KiB
2023-12-11T03:52:58.073537image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length56
Median length43
Mean length30.941338
Min length15

Characters and Unicode

Total characters33757
Distinct characters367
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

Unique1089 ?
Unique (%)99.8%

Sample

1st row대구광역시 중구 중앙대로66길 20 , 102동 1층 (남산동, 반월당효성해링턴플레이스)
2nd row대구광역시 중구 재마루길 77 105동
3rd row대구광역시 중구 달구벌대로 2020 103동 1층(남산동, 이편한세상남산)
4th row대구광역시 중구 관덕정길 16 (남산동)
5th row대구광역시 중구 달구벌대로 2016-40 (남산동)
ValueCountFrequency (%)
대구광역시 1091
 
17.2%
달서구 236
 
3.7%
북구 208
 
3.3%
달성군 185
 
2.9%
동구 184
 
2.9%
수성구 140
 
2.2%
다사읍 69
 
1.1%
서구 60
 
0.9%
남구 43
 
0.7%
중구 36
 
0.6%
Other values (1984) 4078
64.4%
2023-12-11T03:52:58.855356image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
5253
 
15.6%
2157
 
6.4%
1 1465
 
4.3%
1427
 
4.2%
1408
 
4.2%
1172
 
3.5%
1145
 
3.4%
1096
 
3.2%
1057
 
3.1%
0 832
 
2.5%
Other values (357) 16745
49.6%

Most occurring categories

ValueCountFrequency (%)
Other Letter 20713
61.4%
Decimal Number 5635
 
16.7%
Space Separator 5253
 
15.6%
Open Punctuation 743
 
2.2%
Close Punctuation 742
 
2.2%
Other Punctuation 402
 
1.2%
Dash Punctuation 195
 
0.6%
Uppercase Letter 64
 
0.2%
Lowercase Letter 9
 
< 0.1%
Modifier Symbol 1
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
2157
 
10.4%
1427
 
6.9%
1408
 
6.8%
1172
 
5.7%
1145
 
5.5%
1096
 
5.3%
1057
 
5.1%
595
 
2.9%
552
 
2.7%
490
 
2.4%
Other values (324) 9614
46.4%
Uppercase Letter
ValueCountFrequency (%)
L 18
28.1%
H 18
28.1%
E 9
14.1%
S 4
 
6.2%
A 3
 
4.7%
C 3
 
4.7%
K 3
 
4.7%
M 1
 
1.6%
T 1
 
1.6%
R 1
 
1.6%
Other values (3) 3
 
4.7%
Decimal Number
ValueCountFrequency (%)
1 1465
26.0%
0 832
14.8%
2 782
13.9%
3 569
 
10.1%
5 485
 
8.6%
4 393
 
7.0%
6 328
 
5.8%
7 327
 
5.8%
9 249
 
4.4%
8 205
 
3.6%
Other Punctuation
ValueCountFrequency (%)
, 386
96.0%
/ 12
 
3.0%
. 4
 
1.0%
Lowercase Letter
ValueCountFrequency (%)
e 8
88.9%
b 1
 
11.1%
Space Separator
ValueCountFrequency (%)
5253
100.0%
Open Punctuation
ValueCountFrequency (%)
( 743
100.0%
Close Punctuation
ValueCountFrequency (%)
) 742
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 195
100.0%
Modifier Symbol
ValueCountFrequency (%)
` 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 20713
61.4%
Common 12971
38.4%
Latin 73
 
0.2%

Most frequent character per script

Hangul
ValueCountFrequency (%)
2157
 
10.4%
1427
 
6.9%
1408
 
6.8%
1172
 
5.7%
1145
 
5.5%
1096
 
5.3%
1057
 
5.1%
595
 
2.9%
552
 
2.7%
490
 
2.4%
Other values (324) 9614
46.4%
Common
ValueCountFrequency (%)
5253
40.5%
1 1465
 
11.3%
0 832
 
6.4%
2 782
 
6.0%
( 743
 
5.7%
) 742
 
5.7%
3 569
 
4.4%
5 485
 
3.7%
4 393
 
3.0%
, 386
 
3.0%
Other values (8) 1321
 
10.2%
Latin
ValueCountFrequency (%)
L 18
24.7%
H 18
24.7%
E 9
12.3%
e 8
11.0%
S 4
 
5.5%
A 3
 
4.1%
C 3
 
4.1%
K 3
 
4.1%
M 1
 
1.4%
b 1
 
1.4%
Other values (5) 5
 
6.8%

Most occurring blocks

ValueCountFrequency (%)
Hangul 20713
61.4%
ASCII 13044
38.6%

Most frequent character per block

ASCII
ValueCountFrequency (%)
5253
40.3%
1 1465
 
11.2%
0 832
 
6.4%
2 782
 
6.0%
( 743
 
5.7%
) 742
 
5.7%
3 569
 
4.4%
5 485
 
3.7%
4 393
 
3.0%
, 386
 
3.0%
Other values (23) 1394
 
10.7%
Hangul
ValueCountFrequency (%)
2157
 
10.4%
1427
 
6.9%
1408
 
6.8%
1172
 
5.7%
1145
 
5.5%
1096
 
5.3%
1057
 
5.1%
595
 
2.9%
552
 
2.7%
490
 
2.4%
Other values (324) 9614
46.4%

Correlations

2023-12-11T03:52:59.013541image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
구군어린이집유형
구군1.0000.188
어린이집유형0.1881.000
2023-12-11T03:52:59.161944image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
어린이집유형구군
어린이집유형1.0000.101
구군0.1011.000
2023-12-11T03:52:59.275847image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
구군어린이집유형
구군1.0000.101
어린이집유형0.1011.000

Missing values

2023-12-11T03:52:52.943626image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-11T03:52:53.136390image/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

구군행정동어린이집유형어린이집명전화번호주소
0중구남산1동민간효성해링턴어린이집053-256-2005대구광역시 중구 중앙대로66길 20 , 102동 1층 (남산동, 반월당효성해링턴플레이스)
1중구남산2동국공립남산롯데센트럴어린이집053-252-1277대구광역시 중구 재마루길 77 105동
2중구남산2동국공립남산이편한어린이집053-256-2222대구광역시 중구 달구벌대로 2020 103동 1층(남산동, 이편한세상남산)
3중구남산2동법인단체등남산교회어린이집053-253-0130대구광역시 중구 관덕정길 16 (남산동)
4중구남산2동민간대구삼성어린이집053-255-7851대구광역시 중구 달구벌대로 2016-40 (남산동)
5중구남산3동사회복지법인백합어린이집053-256-6862대구광역시 중구 남산로4길 111 (남산동)
6중구남산3동민간스타클래스어린이집053-242-5511대구광역시 중구 남산로 30 , 103동 1층 (남산동,극동스타클래스남산)
7중구남산4동국공립그린숲어린이집053-426-7902대구광역시 중구 달구벌대로 1950 106동 1호(남산동, 남산그린타운)
8중구남산4동국공립꿈나무어린이집053-252-0655대구광역시 중구 남산로7길 35 (남산동)
9중구남산4동국공립남산자이하늘채어린이집053-252-3456대구광역시 중구 명덕로 33 (남산동, 남산자이하늘채)
구군행정동어린이집유형어린이집명전화번호주소
1081달성군화원읍민간아이나라어린이집053-632-7942대구광역시 달성군 화원읍 성천로24길 12-10
1082달성군화원읍민간애플어린이집053-637-0600대구광역시 달성군 화원읍 비슬로508길 22
1083달성군화원읍민간옥스포드 어린이집053-641-6363대구광역시 달성군 화원읍 인흥길 29
1084달성군화원읍민간효성어린이집053-642-0871대구광역시 달성군 화원읍 명천로 243 명곡미래빌 5단지 복지관 1층
1085달성군화원읍가정꿈이있는 어린이집053-636-6181대구광역시 달성군 화원읍 성화로4길 13 태왕아파트 103동 101호
1086달성군화원읍가정래미안호수어린이집053-636-9096대구광역시 달성군 화원읍 비슬로539길 35 대곡역래미안 102동 105호
1087달성군화원읍가정명원어린이집053-642-4122대구광역시 달성군 화원읍 명천로 57 113동 103호(대곡역그린빌)
1088달성군화원읍가정신동아어린이집053-632-1388대구광역시 달성군 화원읍 비슬로539길 38 102동 101호
1089달성군화원읍가정임마누엘어린이집053-642-5919대구광역시 달성군 화원읍 명천로 57 115동103호(대곡역그린빌)
1090달성군화원읍가정평광어린이집053-635-3566대구광역시 달성군 화원읍 비슬로525길 37 207동 105호(천내리, 화원평광2차아파트)