Overview

Dataset statistics

Number of variables31
Number of observations101
Missing cells163
Missing cells (%)5.2%
Duplicate rows1
Duplicate rows (%)1.0%
Total size in memory24.6 KiB
Average record size in memory249.3 B

Variable types

Text2
Categorical10
Unsupported19

Dataset

Description2023.4.1. 기준 대구광역시달성교육지원청 관내 유치원 및 학교 교육통계 일람표 현황으로 학급수, 원아수, 교직원수, 교실수,학교면적 등을 제공합니다.
Author대구광역시교육청 대구광역시달성교육지원청
URLhttps://www.data.go.kr/data/15006959/fileData.do

Alerts

Dataset has 1 (1.0%) duplicate rowsDuplicates
Unnamed: 12 is highly imbalanced (74.5%)Imbalance
Unnamed: 16 is highly imbalanced (74.5%)Imbalance
Unnamed: 25 is highly imbalanced (74.5%)Imbalance
(상반기) 대구광역시달성교육지원청 유치원 일람표 has 3 (3.0%) missing valuesMissing
Unnamed: 1 has 55 (54.5%) missing valuesMissing
Unnamed: 9 has 4 (4.0%) missing valuesMissing
Unnamed: 10 has 6 (5.9%) missing valuesMissing
Unnamed: 11 has 6 (5.9%) missing valuesMissing
Unnamed: 13 has 5 (5.0%) missing valuesMissing
Unnamed: 14 has 6 (5.9%) missing valuesMissing
Unnamed: 15 has 6 (5.9%) missing valuesMissing
Unnamed: 17 has 4 (4.0%) missing valuesMissing
Unnamed: 18 has 6 (5.9%) missing valuesMissing
Unnamed: 19 has 6 (5.9%) missing valuesMissing
Unnamed: 20 has 4 (4.0%) missing valuesMissing
Unnamed: 21 has 6 (5.9%) missing valuesMissing
Unnamed: 22 has 6 (5.9%) missing valuesMissing
Unnamed: 23 has 6 (5.9%) missing valuesMissing
Unnamed: 24 has 6 (5.9%) missing valuesMissing
Unnamed: 26 has 5 (5.0%) missing valuesMissing
Unnamed: 27 has 6 (5.9%) missing valuesMissing
Unnamed: 28 has 6 (5.9%) missing valuesMissing
Unnamed: 29 has 5 (5.0%) missing valuesMissing
Unnamed: 30 has 6 (5.9%) missing valuesMissing
Unnamed: 9 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 10 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 11 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 13 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 14 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 15 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 17 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 18 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 19 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 20 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 21 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 22 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 23 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 24 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 26 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 27 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 28 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 29 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 30 is an unsupported type, check if it needs cleaning or further analysisUnsupported

Reproduction

Analysis started2023-12-12 15:52:10.041203
Analysis finished2023-12-12 15:52:10.360783
Duration0.32 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

(상반기) 대구광역시달성교육지원청 유치원 일람표
Text

MISSING 

Distinct97
Distinct (%)99.0%
Missing3
Missing (%)3.0%
Memory size940.0 B
2023-12-13T00:52:10.505964image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length124
Median length48
Mean length22.193878
Min length3

Characters and Unicode

Total characters2175
Distinct characters175
Distinct categories8 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique96 ?
Unique (%)98.0%

Sample

1st row1/4
2nd row인쇄기관 : 대구광역시달성교육지원청
3rd row유치원명 소재지
4th row총 계
5th row소계(45개교)
ValueCountFrequency (%)
달성군 46
 
11.8%
대구광역시 45
 
11.5%
다사읍 29
 
7.4%
화원읍 13
 
3.3%
11
 
2.8%
논공읍 10
 
2.6%
옥포읍 6
 
1.5%
현풍읍 5
 
1.3%
구지면 4
 
1.0%
하빈면 4
 
1.0%
Other values (181) 218
55.8%
2023-12-13T00:52:10.952577image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
294
 
13.5%
원 93
 
4.3%
대 91
 
4.2%
구 89
 
4.1%
유 76
 
3.5%
읍 71
 
3.3%
치 70
 
3.2%
성 52
 
2.4%
역 50
 
2.3%
) 48
 
2.2%
Other values (165) 1241
57.1%

Most occurring categories

ValueCountFrequency (%)
Other Letter 1570
72.2%
Space Separator 294
 
13.5%
Decimal Number 166
 
7.6%
Close Punctuation 48
 
2.2%
Open Punctuation 45
 
2.1%
Other Punctuation 38
 
1.7%
Dash Punctuation 12
 
0.6%
Control 2
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
원 93
 
5.9%
대 91
 
5.8%
구 89
 
5.7%
유 76
 
4.8%
읍 71
 
4.5%
치 70
 
4.5%
성 52
 
3.3%
역 50
 
3.2%
달 48
 
3.1%
시 47
 
3.0%
Other values (146) 883
56.2%
Decimal Number
ValueCountFrequency (%)
1 38
22.9%
2 30
18.1%
4 26
15.7%
5 15
 
9.0%
3 12
 
7.2%
6 11
 
6.6%
9 9
 
5.4%
0 9
 
5.4%
7 9
 
5.4%
8 7
 
4.2%
Other Punctuation
ValueCountFrequency (%)
, 34
89.5%
. 2
 
5.3%
: 1
 
2.6%
/ 1
 
2.6%
Space Separator
ValueCountFrequency (%)
294
100.0%
Close Punctuation
ValueCountFrequency (%)
) 48
100.0%
Open Punctuation
ValueCountFrequency (%)
( 45
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 12
100.0%
Control
ValueCountFrequency (%)
2
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 1570
72.2%
Common 605
 
27.8%

Most frequent character per script

Hangul
ValueCountFrequency (%)
원 93
 
5.9%
대 91
 
5.8%
구 89
 
5.7%
유 76
 
4.8%
읍 71
 
4.5%
치 70
 
4.5%
성 52
 
3.3%
역 50
 
3.2%
달 48
 
3.1%
시 47
 
3.0%
Other values (146) 883
56.2%
Common
ValueCountFrequency (%)
294
48.6%
) 48
 
7.9%
( 45
 
7.4%
1 38
 
6.3%
, 34
 
5.6%
2 30
 
5.0%
4 26
 
4.3%
5 15
 
2.5%
3 12
 
2.0%
- 12
 
2.0%
Other values (9) 51
 
8.4%

Most occurring blocks

ValueCountFrequency (%)
Hangul 1570
72.2%
ASCII 605
 
27.8%

Most frequent character per block

ASCII
ValueCountFrequency (%)
294
48.6%
) 48
 
7.9%
( 45
 
7.4%
1 38
 
6.3%
, 34
 
5.6%
2 30
 
5.0%
4 26
 
4.3%
5 15
 
2.5%
3 12
 
2.0%
- 12
 
2.0%
Other values (9) 51
 
8.4%
Hangul
ValueCountFrequency (%)
원 93
 
5.9%
대 91
 
5.8%
구 89
 
5.7%
유 76
 
4.8%
읍 71
 
4.5%
치 70
 
4.5%
성 52
 
3.3%
역 50
 
3.2%
달 48
 
3.1%
시 47
 
3.0%
Other values (146) 883
56.2%

Unnamed: 1
Text

MISSING 

Distinct29
Distinct (%)63.0%
Missing55
Missing (%)54.5%
Memory size940.0 B
2023-12-13T00:52:11.219640image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length10
Median length10
Mean length9.9130435
Min length6

Characters and Unicode

Total characters456
Distinct characters17
Distinct categories4 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique20 ?
Unique (%)43.5%

Sample

1st row최초 개교일
2nd row2018/09/01
3rd row2015/03/01
4th row2012/03/01
5th row2001/03/01
ValueCountFrequency (%)
2015/03/01 4
 
8.5%
1981/03/01 4
 
8.5%
2016/03/01 4
 
8.5%
2017/03/01 3
 
6.4%
2014/03/01 3
 
6.4%
2005/11/15 2
 
4.3%
2011/03/01 2
 
4.3%
2012/03/01 2
 
4.3%
2005/03/01 2
 
4.3%
2007/03/01 1
 
2.1%
Other values (20) 20
42.6%
2023-12-13T00:52:11.632267image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
0 123
27.0%
1 93
20.4%
/ 90
19.7%
2 44
 
9.6%
3 38
 
8.3%
9 18
 
3.9%
8 11
 
2.4%
5 11
 
2.4%
6 8
 
1.8%
7 7
 
1.5%
Other values (7) 13
 
2.9%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 360
78.9%
Other Punctuation 90
 
19.7%
Other Letter 5
 
1.1%
Control 1
 
0.2%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
0 123
34.2%
1 93
25.8%
2 44
 
12.2%
3 38
 
10.6%
9 18
 
5.0%
8 11
 
3.1%
5 11
 
3.1%
6 8
 
2.2%
7 7
 
1.9%
4 7
 
1.9%
Other Letter
ValueCountFrequency (%)
최 1
20.0%
초 1
20.0%
개 1
20.0%
교 1
20.0%
일 1
20.0%
Other Punctuation
ValueCountFrequency (%)
/ 90
100.0%
Control
ValueCountFrequency (%)
1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 451
98.9%
Hangul 5
 
1.1%

Most frequent character per script

Common
ValueCountFrequency (%)
0 123
27.3%
1 93
20.6%
/ 90
20.0%
2 44
 
9.8%
3 38
 
8.4%
9 18
 
4.0%
8 11
 
2.4%
5 11
 
2.4%
6 8
 
1.8%
7 7
 
1.6%
Other values (2) 8
 
1.8%
Hangul
ValueCountFrequency (%)
최 1
20.0%
초 1
20.0%
개 1
20.0%
교 1
20.0%
일 1
20.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 451
98.9%
Hangul 5
 
1.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
0 123
27.3%
1 93
20.6%
/ 90
20.0%
2 44
 
9.8%
3 38
 
8.4%
9 18
 
4.0%
8 11
 
2.4%
5 11
 
2.4%
6 8
 
1.8%
7 7
 
1.6%
Other values (2) 8
 
1.8%
Hangul
ValueCountFrequency (%)
최 1
20.0%
초 1
20.0%
개 1
20.0%
교 1
20.0%
일 1
20.0%

Unnamed: 2
Categorical

Distinct4
Distinct (%)4.0%
Missing0
Missing (%)0.0%
Memory size940.0 B
<NA>
55 
기존(원)교
44 
운영 상태
 
1
휴(원)교
 
1

Length

Max length6
Median length4
Mean length4.8910891
Min length4

Unique

Unique2 ?
Unique (%)2.0%

Sample

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

Common Values

ValueCountFrequency (%)
<NA> 55
54.5%
기존(원)교 44
43.6%
운영 상태 1
 
1.0%
휴(원)교 1
 
1.0%

Length

2023-12-13T00:52:11.820664image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T00:52:11.961992image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 55
53.9%
기존(원)교 44
43.1%
운영 1
 
1.0%
상태 1
 
1.0%
휴(원)교 1
 
1.0%

Unnamed: 3
Categorical

Distinct4
Distinct (%)4.0%
Missing0
Missing (%)0.0%
Memory size940.0 B
<NA>
55 
사립
25 
공립
20 
설립 구분
 
1

Length

Max length5
Median length4
Mean length3.1188119
Min length2

Unique

Unique1 ?
Unique (%)1.0%

Sample

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

Common Values

ValueCountFrequency (%)
<NA> 55
54.5%
사립 25
24.8%
공립 20
 
19.8%
설립 구분 1
 
1.0%

Length

2023-12-13T00:52:12.086823image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T00:52:12.179981image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 55
53.9%
사립 25
24.5%
공립 20
 
19.6%
설립 1
 
1.0%
구분 1
 
1.0%

Unnamed: 4
Categorical

Distinct5
Distinct (%)5.0%
Missing0
Missing (%)0.0%
Memory size940.0 B
<NA>
55 
해당없음
25 
병설
11 
단설
9 
병설/ 단설
 
1

Length

Max length6
Median length4
Mean length3.6237624
Min length2

Unique

Unique1 ?
Unique (%)1.0%

Sample

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

Common Values

ValueCountFrequency (%)
<NA> 55
54.5%
해당없음 25
24.8%
병설 11
 
10.9%
단설 9
 
8.9%
병설/ 단설 1
 
1.0%

Length

2023-12-13T00:52:12.279132image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T00:52:12.383109image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 55
53.9%
해당없음 25
24.5%
병설 12
 
11.8%
단설 10
 
9.8%

Unnamed: 5
Categorical

Distinct4
Distinct (%)4.0%
Missing0
Missing (%)0.0%
Memory size940.0 B
<NA>
55 
해당없음
44 
변동구분
 
1
학교명변경
 
1

Length

Max length5
Median length4
Mean length4.009901
Min length4

Unique

Unique2 ?
Unique (%)2.0%

Sample

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

Common Values

ValueCountFrequency (%)
<NA> 55
54.5%
해당없음 44
43.6%
변동구분 1
 
1.0%
학교명변경 1
 
1.0%

Length

2023-12-13T00:52:12.504759image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T00:52:12.635026image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 55
54.5%
해당없음 44
43.6%
변동구분 1
 
1.0%
학교명변경 1
 
1.0%

Unnamed: 6
Categorical

Distinct3
Distinct (%)3.0%
Missing0
Missing (%)0.0%
Memory size940.0 B
<NA>
55 
-
45 
특수지 구분
 
1

Length

Max length6
Median length4
Mean length2.6831683
Min length1

Unique

Unique1 ?
Unique (%)1.0%

Sample

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

Common Values

ValueCountFrequency (%)
<NA> 55
54.5%
- 45
44.6%
특수지 구분 1
 
1.0%

Length

2023-12-13T00:52:12.779562image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T00:52:12.908011image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 55
53.9%
45
44.1%
특수지 1
 
1.0%
구분 1
 
1.0%

Unnamed: 7
Categorical

Distinct3
Distinct (%)3.0%
Missing0
Missing (%)0.0%
Memory size940.0 B
<NA>
55 
-
45 
급지 구분
 
1

Length

Max length5
Median length4
Mean length2.6732673
Min length1

Unique

Unique1 ?
Unique (%)1.0%

Sample

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

Common Values

ValueCountFrequency (%)
<NA> 55
54.5%
- 45
44.6%
급지 구분 1
 
1.0%

Length

2023-12-13T00:52:13.097299image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T00:52:13.281902image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 55
53.9%
45
44.1%
급지 1
 
1.0%
구분 1
 
1.0%

Unnamed: 8
Categorical

Distinct4
Distinct (%)4.0%
Missing0
Missing (%)0.0%
Memory size940.0 B
계
47 
여
47 
<NA>
6 
구 분
 
1

Length

Max length4
Median length1
Mean length1.1980198
Min length1

Unique

Unique1 ?
Unique (%)1.0%

Sample

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

Common Values

ValueCountFrequency (%)
계 47
46.5%
여 47
46.5%
<NA> 6
 
5.9%
구 분 1
 
1.0%

Length

2023-12-13T00:52:13.437091image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T00:52:13.625577image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
계 47
46.1%
여 47
46.1%
na 6
 
5.9%
구 1
 
1.0%
분 1
 
1.0%

Unnamed: 9
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing4
Missing (%)4.0%
Memory size940.0 B

Unnamed: 10
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing6
Missing (%)5.9%
Memory size940.0 B

Unnamed: 11
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing6
Missing (%)5.9%
Memory size940.0 B

Unnamed: 12
Categorical

IMBALANCE 

Distinct3
Distinct (%)3.0%
Missing0
Missing (%)0.0%
Memory size940.0 B
-
94 
<NA>
 
6
순회학급
 
1

Length

Max length4
Median length1
Mean length1.2079208
Min length1

Unique

Unique1 ?
Unique (%)1.0%

Sample

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

Common Values

ValueCountFrequency (%)
- 94
93.1%
<NA> 6
 
5.9%
순회학급 1
 
1.0%

Length

2023-12-13T00:52:13.792031image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T00:52:13.936050image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
94
93.1%
na 6
 
5.9%
순회학급 1
 
1.0%

Unnamed: 13
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing5
Missing (%)5.0%
Memory size940.0 B

Unnamed: 14
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing6
Missing (%)5.9%
Memory size940.0 B

Unnamed: 15
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing6
Missing (%)5.9%
Memory size940.0 B

Unnamed: 16
Categorical

IMBALANCE 

Distinct3
Distinct (%)3.0%
Missing0
Missing (%)0.0%
Memory size940.0 B
-
94 
<NA>
 
6
순회학급
 
1

Length

Max length4
Median length1
Mean length1.2079208
Min length1

Unique

Unique1 ?
Unique (%)1.0%

Sample

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

Common Values

ValueCountFrequency (%)
- 94
93.1%
<NA> 6
 
5.9%
순회학급 1
 
1.0%

Length

2023-12-13T00:52:14.077816image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T00:52:14.206854image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
94
93.1%
na 6
 
5.9%
순회학급 1
 
1.0%

Unnamed: 17
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing4
Missing (%)4.0%
Memory size940.0 B

Unnamed: 18
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing6
Missing (%)5.9%
Memory size940.0 B

Unnamed: 19
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing6
Missing (%)5.9%
Memory size940.0 B

Unnamed: 20
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing4
Missing (%)4.0%
Memory size940.0 B

Unnamed: 21
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing6
Missing (%)5.9%
Memory size940.0 B

Unnamed: 22
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing6
Missing (%)5.9%
Memory size940.0 B

Unnamed: 23
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing6
Missing (%)5.9%
Memory size940.0 B

Unnamed: 24
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing6
Missing (%)5.9%
Memory size940.0 B

Unnamed: 25
Categorical

IMBALANCE 

Distinct3
Distinct (%)3.0%
Missing0
Missing (%)0.0%
Memory size940.0 B
-
94 
<NA>
 
6
강 사
 
1

Length

Max length4
Median length1
Mean length1.1980198
Min length1

Unique

Unique1 ?
Unique (%)1.0%

Sample

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

Common Values

ValueCountFrequency (%)
- 94
93.1%
<NA> 6
 
5.9%
강 사 1
 
1.0%

Length

2023-12-13T00:52:14.369588image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T00:52:14.529603image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
94
92.2%
na 6
 
5.9%
강 1
 
1.0%
사 1
 
1.0%

Unnamed: 26
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing5
Missing (%)5.0%
Memory size940.0 B

Unnamed: 27
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing6
Missing (%)5.9%
Memory size940.0 B

Unnamed: 28
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing6
Missing (%)5.9%
Memory size940.0 B

Unnamed: 29
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing5
Missing (%)5.0%
Memory size940.0 B

Unnamed: 30
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing6
Missing (%)5.9%
Memory size940.0 B

Sample

(상반기) 대구광역시달성교육지원청 유치원 일람표Unnamed: 1Unnamed: 2Unnamed: 3Unnamed: 4Unnamed: 5Unnamed: 6Unnamed: 7Unnamed: 8Unnamed: 9Unnamed: 10Unnamed: 11Unnamed: 12Unnamed: 13Unnamed: 14Unnamed: 15Unnamed: 16Unnamed: 17Unnamed: 18Unnamed: 19Unnamed: 20Unnamed: 21Unnamed: 22Unnamed: 23Unnamed: 24Unnamed: 25Unnamed: 26Unnamed: 27Unnamed: 28Unnamed: 29Unnamed: 30
01/4<NA><NA><NA><NA><NA><NA><NA><NA>NaNNaNNaN<NA>NaNNaNNaN<NA>NaNNaNNaNNaNNaNNaNNaNNaN<NA>NaNNaNNaNNaNNaN
1인쇄기관 : 대구광역시달성교육지원청<NA><NA><NA><NA><NA><NA><NA><NA>NaNNaNNaN<NA>NaNNaNNaN<NA>조사일 : 2023.04.01 인쇄일 : 2023.08.28NaNNaNNaNNaNNaNNaNNaN<NA>NaNNaNNaNNaNNaN
2유치원명 소재지최초 개교일운영 상태설립 구분병설/ 단설변동구분특수지 구분급지 구분구 분학급수NaNNaN<NA>NaNNaNNaN<NA>원 아 수NaNNaN교 직 원(현원)NaNNaNNaNNaN<NA>NaNNaN교실수면 적NaN
3<NA><NA><NA><NA><NA><NA><NA><NA><NA>인가기준NaNNaN<NA>편성기준NaNNaN<NA>원아수신입원아수졸업원아수교 원NaNNaNNaNNaN강 사직원NaNNaN교지건물
4<NA><NA><NA><NA><NA><NA><NA><NA><NA>NaNNaNNaN<NA>NaNNaNNaN<NA>NaNNaNNaNNaNNaNNaNNaNNaN<NA>일반직교육\n공무직\n(기타직)NaNNaNNaN
5<NA><NA><NA><NA><NA><NA><NA><NA><NA>계일반\n학급특수학급순회학급계일반\n학급특수학급순회학급NaNNaNNaN계원장원감교사\n(정규교원)기간제<NA>NaNNaNNaNNaNNaN
6총 계<NA><NA><NA><NA><NA><NA><NA>계28827513-27726413-548322182345516322138479-432443274428160598
7소계(45개교)<NA><NA><NA><NA><NA><NA><NA>여--------275311171193504302137479-30204---
8달성군<NA><NA><NA><NA><NA><NA><NA>계28827513-27726413-548322182345516322138479-432443274428160598
9소계(45개교)<NA><NA><NA><NA><NA><NA><NA>여--------275311171193504302137479-30204---
(상반기) 대구광역시달성교육지원청 유치원 일람표Unnamed: 1Unnamed: 2Unnamed: 3Unnamed: 4Unnamed: 5Unnamed: 6Unnamed: 7Unnamed: 8Unnamed: 9Unnamed: 10Unnamed: 11Unnamed: 12Unnamed: 13Unnamed: 14Unnamed: 15Unnamed: 16Unnamed: 17Unnamed: 18Unnamed: 19Unnamed: 20Unnamed: 21Unnamed: 22Unnamed: 23Unnamed: 24Unnamed: 25Unnamed: 26Unnamed: 27Unnamed: 28Unnamed: 29Unnamed: 30
91대구광역시 달성군 다사읍 왕선로 41 , 해맑은유치원 (다사읍)<NA><NA><NA><NA><NA><NA><NA>여--------462027111-10---3---
92해피키즈유치원1986/03/01기존(원)교사립해당없음해당없음--계88--77--1766849141112---581136608
93대구광역시 달성군 현풍읍 현풍동로20길 12 (현풍읍)<NA><NA><NA><NA><NA><NA><NA>여--------1074326131111---3---
94행복한그린유치원2011/03/01휴(원)교사립해당없음해당없음--계----------------------
95대구광역시 달성군 논공읍 논공로15길 20-14 (논공읍)<NA><NA><NA><NA><NA><NA><NA>여----------------------
96화원꽃뜰유치원2014/03/01기존(원)교공립단설해당없음--계651-651-652241121164-28613711272
97대구광역시 달성군 화원읍 성암로 38 (화원읍, 대구화동초등학교)<NA><NA><NA><NA><NA><NA><NA>여--------261120121164-28---
98화원유치원1994/12/28기존(원)교사립해당없음해당없음--계44--44--107343110118---361375519
99대구광역시 달성군 화원읍 비슬로525길 46 (화원읍)<NA><NA><NA><NA><NA><NA><NA>여--------52141410118---2---
100주1) 교원수에는 퇴직교원이 제외됨 주2) 직원 중 교육공무직은 국공립유치원에 해당되며, 기타직은 사립유치원에 해당됨. 주3) 교실수는 실용도별현황의 교수학습공간-일반교실, 교과교실, 특별교실, 수준별교실 실수합이 표시됨.<NA><NA><NA><NA><NA><NA><NA><NA>NaNNaNNaN<NA>NaNNaNNaN<NA>NaNNaNNaNNaNNaNNaNNaNNaN<NA>NaNNaNNaNNaNNaN

Duplicate rows

Most frequently occurring

(상반기) 대구광역시달성교육지원청 유치원 일람표Unnamed: 1Unnamed: 2Unnamed: 3Unnamed: 4Unnamed: 5Unnamed: 6Unnamed: 7Unnamed: 8Unnamed: 12Unnamed: 16Unnamed: 25# duplicates
0소계(45개교)<NA><NA><NA><NA><NA><NA><NA>여---2