Overview

Dataset statistics

Number of variables162
Number of observations4765
Missing cells3467
Missing cells (%)0.4%
Duplicate rows1
Duplicate rows (%)< 0.1%
Total size in memory6.0 MiB
Average record size in memory1.3 KiB

Variable types

Categorical28
Text8
Unsupported126

Dataset

Description경기도 학제별 학교수, 학급수 ,학생수, 교원수(기간제교원수 포함), 직원수, 학생변동상황, 교지면적, 교실 수 등 현황입니다.
Author경기도교육청
URLhttps://www.data.go.kr/data/15077330/fileData.do

Alerts

Dataset has 1 (< 0.1%) duplicate rowsDuplicates
■ 2023년 유·초·중등 교육통계 학교별 주요 현황 is highly imbalanced (99.0%)Imbalance
Unnamed: 1 is highly imbalanced (98.1%)Imbalance
Unnamed: 5 is highly imbalanced (77.8%)Imbalance
Unnamed: 6 is highly imbalanced (57.4%)Imbalance
Unnamed: 7 is highly imbalanced (94.9%)Imbalance
Unnamed: 10 is highly imbalanced (96.5%)Imbalance
Unnamed: 11 is highly imbalanced (64.1%)Imbalance
Unnamed: 12 is highly imbalanced (58.2%)Imbalance
Unnamed: 13 is highly imbalanced (59.5%)Imbalance
Unnamed: 14 is highly imbalanced (86.9%)Imbalance
Unnamed: 15 is highly imbalanced (56.3%)Imbalance
Unnamed: 148 is highly imbalanced (99.4%)Imbalance
Unnamed: 149 is highly imbalanced (99.7%)Imbalance
Unnamed: 150 is highly imbalanced (99.7%)Imbalance
Unnamed: 151 is highly imbalanced (99.7%)Imbalance
Unnamed: 152 is highly imbalanced (99.7%)Imbalance
Unnamed: 153 is highly imbalanced (99.7%)Imbalance
Unnamed: 154 is highly imbalanced (99.7%)Imbalance
Unnamed: 155 is highly imbalanced (99.7%)Imbalance
Unnamed: 156 is highly imbalanced (99.7%)Imbalance
Unnamed: 157 is highly imbalanced (99.7%)Imbalance
Unnamed: 158 is highly imbalanced (99.7%)Imbalance
Unnamed: 159 is highly imbalanced (99.7%)Imbalance
Unnamed: 160 is highly imbalanced (99.7%)Imbalance
Unnamed: 161 is highly imbalanced (99.7%)Imbalance
Unnamed: 9 has 1004 (21.1%) missing valuesMissing
Unnamed: 21 has 176 (3.7%) missing valuesMissing
Unnamed: 61 has 159 (3.3%) missing valuesMissing
Unnamed: 62 has 159 (3.3%) missing valuesMissing
Unnamed: 64 has 159 (3.3%) missing valuesMissing
Unnamed: 65 has 159 (3.3%) missing valuesMissing
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: 25 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
Unnamed: 31 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 32 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 33 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 34 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 35 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 36 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 37 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 38 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 39 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 40 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 41 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 42 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 43 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 44 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 45 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 46 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 47 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 48 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 49 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 50 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 51 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 52 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 53 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 54 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 55 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 56 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 57 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 58 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 59 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 60 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 61 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 62 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 63 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 64 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 65 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 66 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 67 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 68 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 69 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 70 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 71 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 72 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 73 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 74 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 75 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 76 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 77 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 78 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 79 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 80 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 81 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 82 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 83 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 84 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 85 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 86 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 87 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 88 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 89 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 90 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 91 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 92 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 93 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 94 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 95 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 96 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 97 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 98 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 99 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 100 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 101 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 102 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 103 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 104 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 105 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 106 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 107 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 108 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 109 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 110 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 111 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 112 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 113 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 114 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 115 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 116 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 117 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 118 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 119 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 120 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 121 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 122 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 123 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 124 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 125 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 126 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 127 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 128 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 129 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 130 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 131 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 132 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 133 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 134 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 135 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 136 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 137 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 138 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 139 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 140 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 141 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 142 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 143 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 144 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 145 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 146 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 147 is an unsupported type, check if it needs cleaning or further analysisUnsupported

Reproduction

Analysis started2024-03-16 04:19:09.231026
Analysis finished2024-03-16 04:19:14.752743
Duration5.52 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

■ 2023년 유·초·중등 교육통계 학교별 주요 현황
Categorical

IMBALANCE 

Distinct14
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Memory size37.4 KiB
20230401
4751 
<NA>
 
2
1) 조사 기준일 : 2023. 4. 1. / 자료 추출일: 2024. 01. 02.
 
1
* 학생변동상황: 2022.3.1. ~ 2023. 2. 말 / 입학자: 2023년 3월 입학일 기준
 
1
2) 학교수 세는 방법 : 본분교칼럼에서 분교장 제외, 상태칼럼에서 폐교제외
 
1
Other values (9)
 
9

Length

Max length138
Median length8
Mean length8.1177335
Min length4

Unique

Unique12 ?
Unique (%)0.3%

Sample

1st row<NA>
2nd row1) 조사 기준일 : 2023. 4. 1. / 자료 추출일: 2024. 01. 02.
3rd row* 학생변동상황: 2022.3.1. ~ 2023. 2. 말 / 입학자: 2023년 3월 입학일 기준
4th row2) 학교수 세는 방법 : 본분교칼럼에서 분교장 제외, 상태칼럼에서 폐교제외
5th row3) 요약정보 sheet에 학교급별 학급수, 학생수, 교원수가 들어있음

Common Values

ValueCountFrequency (%)
20230401 4751
99.7%
<NA> 2
 
< 0.1%
1) 조사 기준일 : 2023. 4. 1. / 자료 추출일: 2024. 01. 02. 1
 
< 0.1%
* 학생변동상황: 2022.3.1. ~ 2023. 2. 말 / 입학자: 2023년 3월 입학일 기준 1
 
< 0.1%
2) 학교수 세는 방법 : 본분교칼럼에서 분교장 제외, 상태칼럼에서 폐교제외 1
 
< 0.1%
3) 요약정보 sheet에 학교급별 학급수, 학생수, 교원수가 들어있음 1
 
< 0.1%
4) 각 항목별 정의는 용어 정의 sheet 참조 1
 
< 0.1%
5) 고등학교 졸업후 상황은 직업계고 졸업자 취업통계 조사 결과 공표 이후(매년 12월) 업데이트 예정, 방송통신고는 졸업자만 제시, 특수학교는 졸업자에는 모든과정 포함되지만 졸업 후 상황은 고등학교과정만 대상으로 표시하므로 졸업자와 일치하지 않음 1
 
< 0.1%
6) 20년부터 직업계고 취업통계조사가 실시되어 고등학교 졸업 후 상황은 직업계고는 직업계고 취업통계조사에서, 비직업계는 유초중등 교육통계조사에서 조사함 1
 
< 0.1%
7) 2021년부터 학급의 기준이 인가 학급에서 편성 학급으로 변경됨. 1
 
< 0.1%
Other values (4) 4
 
0.1%

Length

2024-03-16T13:19:14.916566image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
20230401 4751
96.9%
9
 
0.2%
직업계고 4
 
0.1%
후 3
 
0.1%
상황은 3
 
0.1%
2 2
 
< 0.1%
졸업 2
 
< 0.1%
na 2
 
< 0.1%
공표 2
 
< 0.1%
고등학교 2
 
< 0.1%
Other values (116) 121
 
2.5%

Unnamed: 1
Categorical

IMBALANCE 

Distinct3
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size37.4 KiB
경기
4751 
<NA>
 
13
시도
 
1

Length

Max length4
Median length2
Mean length2.0054565
Min length2

Unique

Unique1 ?
Unique (%)< 0.1%

Sample

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

Common Values

ValueCountFrequency (%)
경기 4751
99.7%
<NA> 13
 
0.3%
시도 1
 
< 0.1%

Length

2024-03-16T13:19:15.135347image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-16T13:19:15.285423image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
경기 4751
99.7%
na 13
 
0.3%
시도 1
 
< 0.1%

Unnamed: 2
Categorical

Distinct33
Distinct (%)0.7%
Missing0
Missing (%)0.0%
Memory size37.4 KiB
수원시
387 
화성시
363 
용인시
352 
고양시
342 
성남시
 
283
Other values (28)
3038 

Length

Max length4
Median length3
Mean length3.0898216
Min length3

Unique

Unique1 ?
Unique (%)< 0.1%

Sample

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

Common Values

ValueCountFrequency (%)
수원시 387
 
8.1%
화성시 363
 
7.6%
용인시 352
 
7.4%
고양시 342
 
7.2%
성남시 283
 
5.9%
부천시 249
 
5.2%
남양주시 238
 
5.0%
평택시 232
 
4.9%
파주시 199
 
4.2%
안산시 198
 
4.2%
Other values (23) 1922
40.3%

Length

2024-03-16T13:19:15.506016image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
수원시 387
 
8.1%
화성시 363
 
7.6%
용인시 352
 
7.4%
고양시 342
 
7.2%
성남시 283
 
5.9%
부천시 249
 
5.2%
남양주시 238
 
5.0%
평택시 232
 
4.9%
파주시 199
 
4.2%
안산시 198
 
4.2%
Other values (23) 1922
40.3%

Unnamed: 3
Categorical

Distinct28
Distinct (%)0.6%
Missing0
Missing (%)0.0%
Memory size37.4 KiB
경기
535 
화성·오산
410 
수원
338 
용인
316 
고양
300 
Other values (23)
2866 

Length

Max length8
Median length2
Mean length2.9057712
Min length2

Unique

Unique1 ?
Unique (%)< 0.1%

Sample

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

Common Values

ValueCountFrequency (%)
경기 535
 
11.2%
화성·오산 410
 
8.6%
수원 338
 
7.1%
용인 316
 
6.6%
고양 300
 
6.3%
구리·남양주 269
 
5.6%
성남 243
 
5.1%
부천 218
 
4.6%
평택 209
 
4.4%
파주 179
 
3.8%
Other values (18) 1748
36.7%

Length

2024-03-16T13:19:15.691936image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
경기 535
 
11.2%
화성·오산 410
 
8.6%
수원 338
 
7.1%
용인 316
 
6.6%
고양 300
 
6.3%
구리·남양주 269
 
5.6%
성남 243
 
5.1%
부천 218
 
4.6%
평택 209
 
4.4%
파주 179
 
3.8%
Other values (19) 1749
36.7%

Unnamed: 4
Categorical

Distinct11
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Memory size37.4 KiB
유치원
2191 
초등학교
1351 
중학교
661 
고등학교
487 
특수학교
 
38
Other values (6)
 
37

Length

Max length8
Median length3
Mean length3.4083945
Min length3

Unique

Unique2 ?
Unique (%)< 0.1%

Sample

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

Common Values

ValueCountFrequency (%)
유치원 2191
46.0%
초등학교 1351
28.4%
중학교 661
 
13.9%
고등학교 487
 
10.2%
특수학교 38
 
0.8%
<NA> 13
 
0.3%
각종학교 13
 
0.3%
방송통신고등학교 5
 
0.1%
방송통신중학교 4
 
0.1%
학교급 1
 
< 0.1%

Length

2024-03-16T13:19:15.986852image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
유치원 2191
46.0%
초등학교 1351
28.4%
중학교 661
 
13.9%
고등학교 487
 
10.2%
특수학교 38
 
0.8%
na 13
 
0.3%
각종학교 13
 
0.3%
방송통신고등학교 5
 
0.1%
방송통신중학교 4
 
0.1%
학교급 1
 
< 0.1%

Unnamed: 5
Categorical

IMBALANCE 

Distinct6
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size37.4 KiB
<NA>
4277 
일반고등학교
 
388
특성화고등학교
 
74
특수목적고등학교
 
21
자율고등학교
 
4

Length

Max length8
Median length4
Mean length4.2293809
Min length4

Unique

Unique1 ?
Unique (%)< 0.1%

Sample

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

Common Values

ValueCountFrequency (%)
<NA> 4277
89.8%
일반고등학교 388
 
8.1%
특성화고등학교 74
 
1.6%
특수목적고등학교 21
 
0.4%
자율고등학교 4
 
0.1%
고등학교 유형 1
 
< 0.1%

Length

2024-03-16T13:19:16.221342image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-16T13:19:16.409427image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 4277
89.7%
일반고등학교 388
 
8.1%
특성화고등학교 74
 
1.6%
특수목적고등학교 21
 
0.4%
자율고등학교 4
 
0.1%
고등학교 1
 
< 0.1%
유형 1
 
< 0.1%

Unnamed: 6
Categorical

IMBALANCE 

Distinct28
Distinct (%)0.6%
Missing0
Missing (%)0.0%
Memory size37.4 KiB
유치원
2191 
초등학교
1351 
일반중학교
659 
일반고등학교
362 
기타학교(특수)
 
35
Other values (23)
 
167

Length

Max length14
Median length11
Mean length3.9374607
Min length3

Unique

Unique9 ?
Unique (%)0.2%

Sample

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

Common Values

ValueCountFrequency (%)
유치원 2191
46.0%
초등학교 1351
28.4%
일반중학교 659
 
13.8%
일반고등학교 362
 
7.6%
기타학교(특수) 35
 
0.7%
상업고등학교 35
 
0.7%
종합고등학교 33
 
0.7%
공업고등학교 30
 
0.6%
<NA> 22
 
0.5%
외국어고등학교 8
 
0.2%
Other values (18) 39
 
0.8%

Length

2024-03-16T13:19:16.715086image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
유치원 2191
46.0%
초등학교 1351
28.4%
일반중학교 659
 
13.8%
일반고등학교 362
 
7.6%
기타학교(특수 35
 
0.7%
상업고등학교 35
 
0.7%
종합고등학교 33
 
0.7%
공업고등학교 30
 
0.6%
na 22
 
0.5%
외국어고등학교 8
 
0.2%
Other values (18) 39
 
0.8%

Unnamed: 7
Categorical

IMBALANCE 

Distinct10
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Memory size37.4 KiB
해당없음
4680 
일반고(직업계열학과)
 
36
<NA>
 
22
대안학교
 
15
특성화중학교(대안)
 
5
Other values (5)
 
7

Length

Max length11
Median length4
Mean length4.0629591
Min length4

Unique

Unique4 ?
Unique (%)0.1%

Sample

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

Common Values

ValueCountFrequency (%)
해당없음 4680
98.2%
일반고(직업계열학과) 36
 
0.8%
<NA> 22
 
0.5%
대안학교 15
 
0.3%
특성화중학교(대안) 5
 
0.1%
마이스터고 3
 
0.1%
학교운영상특례 1
 
< 0.1%
영재학교 1
 
< 0.1%
특성화중학교(체육) 1
 
< 0.1%
특성화중학교(국제) 1
 
< 0.1%

Length

2024-03-16T13:19:17.009366image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-16T13:19:17.229128image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
해당없음 4680
98.2%
일반고(직업계열학과 36
 
0.8%
na 22
 
0.5%
대안학교 15
 
0.3%
특성화중학교(대안 5
 
0.1%
마이스터고 3
 
0.1%
학교운영상특례 1
 
< 0.1%
영재학교 1
 
< 0.1%
특성화중학교(체육 1
 
< 0.1%
특성화중학교(국제 1
 
< 0.1%

Unnamed: 8
Text

Distinct4480
Distinct (%)94.3%
Missing13
Missing (%)0.3%
Memory size37.4 KiB
2024-03-16T13:19:17.666165image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length24
Median length20
Mean length7.3922559
Min length3

Characters and Unicode

Total characters35128
Distinct characters447
Distinct categories7 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique4324 ?
Unique (%)91.0%

Sample

1st row학교명
2nd row김포제일고등학교
3rd row매홀고등학교
4th row수원칠보고등학교
5th row한빛고등학교
ValueCountFrequency (%)
자연유치원 10
 
0.2%
부설 9
 
0.2%
예일유치원 9
 
0.2%
중앙유치원 8
 
0.2%
사랑유치원 7
 
0.1%
예은유치원 7
 
0.1%
예원유치원 7
 
0.1%
성모유치원 6
 
0.1%
이화유치원 5
 
0.1%
방송통신고등학교 5
 
0.1%
Other values (4465) 4698
98.5%
2024-03-16T13:19:18.245281image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
교 3788
 
10.8%
학 3759
 
10.7%
등 2986
 
8.5%
초 2515
 
7.2%
원 2425
 
6.9%
유 2219
 
6.3%
치 2197
 
6.3%
설 1156
 
3.3%
병 1137
 
3.2%
중 768
 
2.2%
Other values (437) 12178
34.7%

Most occurring categories

ValueCountFrequency (%)
Other Letter 35078
99.9%
Space Separator 19
 
0.1%
Lowercase Letter 14
 
< 0.1%
Close Punctuation 5
 
< 0.1%
Open Punctuation 5
 
< 0.1%
Uppercase Letter 4
 
< 0.1%
Decimal Number 3
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
교 3788
 
10.8%
학 3759
 
10.7%
등 2986
 
8.5%
초 2515
 
7.2%
원 2425
 
6.9%
유 2219
 
6.3%
치 2197
 
6.3%
설 1156
 
3.3%
병 1137
 
3.2%
중 768
 
2.2%
Other values (419) 12128
34.6%
Lowercase Letter
ValueCountFrequency (%)
s 4
28.6%
n 2
14.3%
i 2
14.3%
e 2
14.3%
l 1
 
7.1%
g 1
 
7.1%
h 1
 
7.1%
u 1
 
7.1%
Uppercase Letter
ValueCountFrequency (%)
E 1
25.0%
B 1
25.0%
I 1
25.0%
T 1
25.0%
Decimal Number
ValueCountFrequency (%)
3 1
33.3%
5 1
33.3%
1 1
33.3%
Space Separator
ValueCountFrequency (%)
19
100.0%
Close Punctuation
ValueCountFrequency (%)
) 5
100.0%
Open Punctuation
ValueCountFrequency (%)
( 5
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 35078
99.9%
Common 32
 
0.1%
Latin 18
 
0.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
교 3788
 
10.8%
학 3759
 
10.7%
등 2986
 
8.5%
초 2515
 
7.2%
원 2425
 
6.9%
유 2219
 
6.3%
치 2197
 
6.3%
설 1156
 
3.3%
병 1137
 
3.2%
중 768
 
2.2%
Other values (419) 12128
34.6%
Latin
ValueCountFrequency (%)
s 4
22.2%
n 2
11.1%
i 2
11.1%
e 2
11.1%
E 1
 
5.6%
l 1
 
5.6%
g 1
 
5.6%
B 1
 
5.6%
h 1
 
5.6%
u 1
 
5.6%
Other values (2) 2
11.1%
Common
ValueCountFrequency (%)
19
59.4%
) 5
 
15.6%
( 5
 
15.6%
3 1
 
3.1%
5 1
 
3.1%
1 1
 
3.1%

Most occurring blocks

ValueCountFrequency (%)
Hangul 35078
99.9%
ASCII 50
 
0.1%

Most frequent character per block

Hangul
ValueCountFrequency (%)
교 3788
 
10.8%
학 3759
 
10.7%
등 2986
 
8.5%
초 2515
 
7.2%
원 2425
 
6.9%
유 2219
 
6.3%
치 2197
 
6.3%
설 1156
 
3.3%
병 1137
 
3.2%
중 768
 
2.2%
Other values (419) 12128
34.6%
ASCII
ValueCountFrequency (%)
19
38.0%
) 5
 
10.0%
( 5
 
10.0%
s 4
 
8.0%
n 2
 
4.0%
i 2
 
4.0%
e 2
 
4.0%
E 1
 
2.0%
l 1
 
2.0%
g 1
 
2.0%
Other values (8) 8
16.0%

Unnamed: 9
Text

MISSING 

Distinct3190
Distinct (%)84.8%
Missing1004
Missing (%)21.1%
Memory size37.4 KiB
2024-03-16T13:19:18.743762image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length73
Median length59
Mean length22.791279
Min length4

Characters and Unicode

Total characters85718
Distinct characters71
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

Unique3145 ?
Unique (%)83.6%

Sample

1st row학교명(영문명)
2nd rowGimpojeil high school
3rd rowmaehol high school
4th rowsuwonchilbo high school
5th rowHANBIT HIGH SCHOOL
ValueCountFrequency (%)
school 3273
29.5%
elementary 1484
 
13.4%
middle 655
 
5.9%
infant 565
 
5.1%
high 470
 
4.2%
kindergarten 362
 
3.3%
attached 77
 
0.7%
to 74
 
0.7%
the 57
 
0.5%
kindergaten 45
 
0.4%
Other values (2243) 4045
36.4%
2024-03-16T13:19:19.509152image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
o 8788
 
10.3%
7370
 
8.6%
n 6902
 
8.1%
e 6401
 
7.5%
l 5673
 
6.6%
a 4847
 
5.7%
h 4382
 
5.1%
S 3749
 
4.4%
c 3489
 
4.1%
g 2896
 
3.4%
Other values (61) 31221
36.4%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 62150
72.5%
Uppercase Letter 15980
 
18.6%
Space Separator 7370
 
8.6%
Dash Punctuation 180
 
0.2%
Other Punctuation 16
 
< 0.1%
Decimal Number 7
 
< 0.1%
Other Letter 6
 
< 0.1%
Close Punctuation 3
 
< 0.1%
Open Punctuation 3
 
< 0.1%
Control 2
 
< 0.1%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
o 8788
14.1%
n 6902
11.1%
e 6401
10.3%
l 5673
9.1%
a 4847
 
7.8%
h 4382
 
7.1%
c 3489
 
5.6%
g 2896
 
4.7%
t 2863
 
4.6%
r 2611
 
4.2%
Other values (16) 13298
21.4%
Uppercase Letter
ValueCountFrequency (%)
S 3749
23.5%
E 2089
13.1%
H 1178
 
7.4%
M 980
 
6.1%
I 953
 
6.0%
O 865
 
5.4%
G 738
 
4.6%
N 732
 
4.6%
A 654
 
4.1%
D 526
 
3.3%
Other values (15) 3516
22.0%
Decimal Number
ValueCountFrequency (%)
1 2
28.6%
3 1
14.3%
5 1
14.3%
2 1
14.3%
8 1
14.3%
0 1
14.3%
Other Letter
ValueCountFrequency (%)
명 2
33.3%
영 1
16.7%
문 1
16.7%
교 1
16.7%
학 1
16.7%
Other Punctuation
ValueCountFrequency (%)
' 10
62.5%
. 5
31.2%
& 1
 
6.2%
Space Separator
ValueCountFrequency (%)
7370
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 180
100.0%
Close Punctuation
ValueCountFrequency (%)
) 3
100.0%
Open Punctuation
ValueCountFrequency (%)
( 3
100.0%
Control
ValueCountFrequency (%)
2
100.0%
Final Punctuation
ValueCountFrequency (%)
’ 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 78130
91.1%
Common 7582
 
8.8%
Hangul 6
 
< 0.1%

Most frequent character per script

Latin
ValueCountFrequency (%)
o 8788
 
11.2%
n 6902
 
8.8%
e 6401
 
8.2%
l 5673
 
7.3%
a 4847
 
6.2%
h 4382
 
5.6%
S 3749
 
4.8%
c 3489
 
4.5%
g 2896
 
3.7%
t 2863
 
3.7%
Other values (41) 28140
36.0%
Common
ValueCountFrequency (%)
7370
97.2%
- 180
 
2.4%
' 10
 
0.1%
. 5
 
0.1%
) 3
 
< 0.1%
( 3
 
< 0.1%
1 2
 
< 0.1%
2
 
< 0.1%
3 1
 
< 0.1%
5 1
 
< 0.1%
Other values (5) 5
 
0.1%
Hangul
ValueCountFrequency (%)
명 2
33.3%
영 1
16.7%
문 1
16.7%
교 1
16.7%
학 1
16.7%

Most occurring blocks

ValueCountFrequency (%)
ASCII 85711
> 99.9%
Hangul 6
 
< 0.1%
Punctuation 1
 
< 0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
o 8788
 
10.3%
7370
 
8.6%
n 6902
 
8.1%
e 6401
 
7.5%
l 5673
 
6.6%
a 4847
 
5.7%
h 4382
 
5.1%
S 3749
 
4.4%
c 3489
 
4.1%
g 2896
 
3.4%
Other values (55) 31214
36.4%
Hangul
ValueCountFrequency (%)
명 2
33.3%
영 1
16.7%
문 1
16.7%
교 1
16.7%
학 1
16.7%
Punctuation
ValueCountFrequency (%)
’ 1
100.0%

Unnamed: 10
Categorical

IMBALANCE 

Distinct4
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size37.4 KiB
본교
4731 
분교장
 
20
<NA>
 
13
본분교
 
1

Length

Max length4
Median length2
Mean length2.0098636
Min length2

Unique

Unique1 ?
Unique (%)< 0.1%

Sample

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

Common Values

ValueCountFrequency (%)
본교 4731
99.3%
분교장 20
 
0.4%
<NA> 13
 
0.3%
본분교 1
 
< 0.1%

Length

2024-03-16T13:19:19.726291image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-16T13:19:19.980713image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
본교 4731
99.3%
분교장 20
 
0.4%
na 13
 
0.3%
본분교 1
 
< 0.1%

Unnamed: 11
Categorical

IMBALANCE 

Distinct5
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size37.4 KiB
공립
3595 
사립
1154 
<NA>
 
13
국립
 
2
설립
 
1

Length

Max length4
Median length2
Mean length2.0054565
Min length2

Unique

Unique1 ?
Unique (%)< 0.1%

Sample

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

Common Values

ValueCountFrequency (%)
공립 3595
75.4%
사립 1154
 
24.2%
<NA> 13
 
0.3%
국립 2
 
< 0.1%
설립 1
 
< 0.1%

Length

2024-03-16T13:19:20.233831image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-16T13:19:20.560199image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
공립 3595
75.4%
사립 1154
 
24.2%
na 13
 
0.3%
국립 2
 
< 0.1%
설립 1
 
< 0.1%

Unnamed: 12
Categorical

IMBALANCE 

Distinct4
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size37.4 KiB
<NA>
3555 
주간
1200 
야간
 
9
주야
 
1

Length

Max length4
Median length4
Mean length3.4921301
Min length2

Unique

Unique1 ?
Unique (%)< 0.1%

Sample

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

Common Values

ValueCountFrequency (%)
<NA> 3555
74.6%
주간 1200
 
25.2%
야간 9
 
0.2%
주야 1
 
< 0.1%

Length

2024-03-16T13:19:20.958754image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-16T13:19:21.161147image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 3555
74.6%
주간 1200
 
25.2%
야간 9
 
0.2%
주야 1
 
< 0.1%

Unnamed: 13
Categorical

IMBALANCE 

Distinct5
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size37.4 KiB
<NA>
3564 
남여공학
1102 
여자
 
52
남자
 
46
남녀공학 구분
 
1

Length

Max length7
Median length4
Mean length3.9594963
Min length2

Unique

Unique1 ?
Unique (%)< 0.1%

Sample

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

Common Values

ValueCountFrequency (%)
<NA> 3564
74.8%
남여공학 1102
 
23.1%
여자 52
 
1.1%
남자 46
 
1.0%
남녀공학 구분 1
 
< 0.1%

Length

2024-03-16T13:19:21.338726image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-16T13:19:21.587054image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 3564
74.8%
남여공학 1102
 
23.1%
여자 52
 
1.1%
남자 46
 
1.0%
남녀공학 1
 
< 0.1%
구분 1
 
< 0.1%

Unnamed: 14
Categorical

IMBALANCE 

Distinct6
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size37.4 KiB
기존(원)교
4550 
휴(원)교
 
121
폐(원)교
 
44
신설(원)교
 
36
<NA>
 
13

Length

Max length6
Median length6
Mean length5.9590766
Min length2

Unique

Unique1 ?
Unique (%)< 0.1%

Sample

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

Common Values

ValueCountFrequency (%)
기존(원)교 4550
95.5%
휴(원)교 121
 
2.5%
폐(원)교 44
 
0.9%
신설(원)교 36
 
0.8%
<NA> 13
 
0.3%
상태 1
 
< 0.1%

Length

2024-03-16T13:19:21.797066image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-16T13:19:21.961395image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
기존(원)교 4550
95.5%
휴(원)교 121
 
2.5%
폐(원)교 44
 
0.9%
신설(원)교 36
 
0.8%
na 13
 
0.3%
상태 1
 
< 0.1%

Unnamed: 15
Categorical

IMBALANCE 

Distinct6
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size37.4 KiB
시
3615 
읍지역
562 
면지역
494 
특수지역
 
80
<NA>
 
13

Length

Max length4
Median length1
Mean length1.5024134
Min length1

Unique

Unique1 ?
Unique (%)< 0.1%

Sample

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

Common Values

ValueCountFrequency (%)
시 3615
75.9%
읍지역 562
 
11.8%
면지역 494
 
10.4%
특수지역 80
 
1.7%
<NA> 13
 
0.3%
지역규모 1
 
< 0.1%

Length

2024-03-16T13:19:22.169915image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-16T13:19:22.330702image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
시 3615
75.9%
읍지역 562
 
11.8%
면지역 494
 
10.4%
특수지역 80
 
1.7%
na 13
 
0.3%
지역규모 1
 
< 0.1%

Unnamed: 16
Text

Distinct1670
Distinct (%)35.2%
Missing22
Missing (%)0.5%
Memory size37.4 KiB
2024-03-16T13:19:22.753468image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length8
Median length8
Mean length7.9989458
Min length3

Characters and Unicode

Total characters37939
Distinct characters13
Distinct categories2 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique1161 ?
Unique (%)24.5%

Sample

1st row개교일
2nd row20140301
3rd row20140301
4th row20140303
5th row20140301
ValueCountFrequency (%)
20060301 98
 
2.1%
20050301 93
 
2.0%
20020301 79
 
1.7%
20100301 75
 
1.6%
20080301 67
 
1.4%
19810301 64
 
1.3%
20110301 62
 
1.3%
20150301 61
 
1.3%
20040301 61
 
1.3%
20130301 59
 
1.2%
Other values (1660) 4024
84.8%
2024-03-16T13:19:23.424426image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
0 12351
32.6%
1 7987
21.1%
9 4500
 
11.9%
2 4025
 
10.6%
3 3589
 
9.5%
8 1281
 
3.4%
5 1264
 
3.3%
4 1129
 
3.0%
6 976
 
2.6%
7 834
 
2.2%
Other values (3) 3
 
< 0.1%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 37936
> 99.9%
Other Letter 3
 
< 0.1%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
0 12351
32.6%
1 7987
21.1%
9 4500
 
11.9%
2 4025
 
10.6%
3 3589
 
9.5%
8 1281
 
3.4%
5 1264
 
3.3%
4 1129
 
3.0%
6 976
 
2.6%
7 834
 
2.2%
Other Letter
ValueCountFrequency (%)
개 1
33.3%
교 1
33.3%
일 1
33.3%

Most occurring scripts

ValueCountFrequency (%)
Common 37936
> 99.9%
Hangul 3
 
< 0.1%

Most frequent character per script

Common
ValueCountFrequency (%)
0 12351
32.6%
1 7987
21.1%
9 4500
 
11.9%
2 4025
 
10.6%
3 3589
 
9.5%
8 1281
 
3.4%
5 1264
 
3.3%
4 1129
 
3.0%
6 976
 
2.6%
7 834
 
2.2%
Hangul
ValueCountFrequency (%)
개 1
33.3%
교 1
33.3%
일 1
33.3%

Most occurring blocks

ValueCountFrequency (%)
ASCII 37936
> 99.9%
Hangul 3
 
< 0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
0 12351
32.6%
1 7987
21.1%
9 4500
 
11.9%
2 4025
 
10.6%
3 3589
 
9.5%
8 1281
 
3.4%
5 1264
 
3.3%
4 1129
 
3.0%
6 976
 
2.6%
7 834
 
2.2%
Hangul
ValueCountFrequency (%)
개 1
33.3%
교 1
33.3%
일 1
33.3%

Unnamed: 17
Text

Distinct2203
Distinct (%)46.4%
Missing13
Missing (%)0.3%
Memory size37.4 KiB
2024-03-16T13:19:24.030588image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length6
Median length6
Mean length5.9995791
Min length4

Characters and Unicode

Total characters28510
Distinct characters15
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

Unique753 ?
Unique (%)15.8%

Sample

1st row우편번호
2nd row10073
3rd row18114
4th row16389
5th row10908
ValueCountFrequency (%)
15010 11
 
0.2%
12285 9
 
0.2%
10801 9
 
0.2%
15002 9
 
0.2%
10895 7
 
0.1%
16254 7
 
0.1%
18476 7
 
0.1%
13370 7
 
0.1%
18150 7
 
0.1%
16517 7
 
0.1%
Other values (2193) 4672
98.3%
2024-03-16T13:19:24.714629image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
1 6756
23.7%
4751
16.7%
0 2396
 
8.4%
4 2141
 
7.5%
2 1973
 
6.9%
5 1879
 
6.6%
6 1872
 
6.6%
8 1850
 
6.5%
7 1808
 
6.3%
3 1762
 
6.2%
Other values (5) 1322
 
4.6%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 23755
83.3%
Space Separator 4751
 
16.7%
Other Letter 4
 
< 0.1%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
1 6756
28.4%
0 2396
 
10.1%
4 2141
 
9.0%
2 1973
 
8.3%
5 1879
 
7.9%
6 1872
 
7.9%
8 1850
 
7.8%
7 1808
 
7.6%
3 1762
 
7.4%
9 1318
 
5.5%
Other Letter
ValueCountFrequency (%)
우 1
25.0%
편 1
25.0%
번 1
25.0%
호 1
25.0%
Space Separator
ValueCountFrequency (%)
4751
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 28506
> 99.9%
Hangul 4
 
< 0.1%

Most frequent character per script

Common
ValueCountFrequency (%)
1 6756
23.7%
4751
16.7%
0 2396
 
8.4%
4 2141
 
7.5%
2 1973
 
6.9%
5 1879
 
6.6%
6 1872
 
6.6%
8 1850
 
6.5%
7 1808
 
6.3%
3 1762
 
6.2%
Hangul
ValueCountFrequency (%)
우 1
25.0%
편 1
25.0%
번 1
25.0%
호 1
25.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 28506
> 99.9%
Hangul 4
 
< 0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
1 6756
23.7%
4751
16.7%
0 2396
 
8.4%
4 2141
 
7.5%
2 1973
 
6.9%
5 1879
 
6.6%
6 1872
 
6.6%
8 1850
 
6.5%
7 1808
 
6.3%
3 1762
 
6.2%
Hangul
ValueCountFrequency (%)
우 1
25.0%
편 1
25.0%
번 1
25.0%
호 1
25.0%

Unnamed: 18
Text

Distinct4438
Distinct (%)93.4%
Missing13
Missing (%)0.3%
Memory size37.4 KiB
2024-03-16T13:19:25.480323image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length65
Median length51
Mean length31.512837
Min length2

Characters and Unicode

Total characters149749
Distinct characters478
Distinct categories11 ?
Distinct scripts3 ?
Distinct blocks4 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique4126 ?
Unique (%)86.8%

Sample

1st row주소
2nd row경기도 김포시 김포한강11로 242. 김포제일고등학교 (운양동)
3rd row경기도 오산시 내삼미로80번길 9-10(수청동)
4th row경기도 수원시 권선구 금곡로 127(금곡동)
5th row경기도 파주시 한빛로 36(야당동)
ValueCountFrequency (%)
경기도 4745
 
17.7%
수원시 387
 
1.4%
화성시 363
 
1.4%
용인시 352
 
1.3%
고양시 343
 
1.3%
성남시 283
 
1.1%
부천시 249
 
0.9%
남양주시 238
 
0.9%
평택시 232
 
0.9%
파주시 199
 
0.7%
Other values (8624) 19481
72.5%
2024-03-16T13:19:26.215137image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
22142
 
14.8%
도 5084
 
3.4%
기 5060
 
3.4%
경 4927
 
3.3%
시 4902
 
3.3%
( 4697
 
3.1%
) 4695
 
3.1%
동 4646
 
3.1%
로 4299
 
2.9%
. 3865
 
2.6%
Other values (468) 85432
57.1%

Most occurring categories

ValueCountFrequency (%)
Other Letter 97045
64.8%
Space Separator 22142
 
14.8%
Decimal Number 16571
 
11.1%
Open Punctuation 4697
 
3.1%
Close Punctuation 4695
 
3.1%
Other Punctuation 3872
 
2.6%
Dash Punctuation 713
 
0.5%
Uppercase Letter 8
 
< 0.1%
Lowercase Letter 3
 
< 0.1%
Math Symbol 2
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
도 5084
 
5.2%
기 5060
 
5.2%
경 4927
 
5.1%
시 4902
 
5.1%
동 4646
 
4.8%
로 4299
 
4.4%
교 3533
 
3.6%
학 3408
 
3.5%
등 2758
 
2.8%
초 2495
 
2.6%
Other values (439) 55933
57.6%
Decimal Number
ValueCountFrequency (%)
1 3360
20.3%
2 2403
14.5%
3 1899
11.5%
4 1563
9.4%
5 1546
9.3%
7 1314
 
7.9%
6 1310
 
7.9%
0 1160
 
7.0%
8 1048
 
6.3%
9 968
 
5.8%
Uppercase Letter
ValueCountFrequency (%)
L 2
25.0%
T 1
12.5%
I 1
12.5%
G 1
12.5%
E 1
12.5%
A 1
12.5%
Y 1
12.5%
Other Punctuation
ValueCountFrequency (%)
. 3865
99.8%
' 4
 
0.1%
/ 1
 
< 0.1%
: 1
 
< 0.1%
？ 1
 
< 0.1%
Space Separator
ValueCountFrequency (%)
22142
100.0%
Open Punctuation
ValueCountFrequency (%)
( 4697
100.0%
Close Punctuation
ValueCountFrequency (%)
) 4695
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 713
100.0%
Lowercase Letter
ValueCountFrequency (%)
e 3
100.0%
Math Symbol
ValueCountFrequency (%)
~ 2
100.0%
Connector Punctuation
ValueCountFrequency (%)
_ 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 97045
64.8%
Common 52693
35.2%
Latin 11
 
< 0.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
도 5084
 
5.2%
기 5060
 
5.2%
경 4927
 
5.1%
시 4902
 
5.1%
동 4646
 
4.8%
로 4299
 
4.4%
교 3533
 
3.6%
학 3408
 
3.5%
등 2758
 
2.8%
초 2495
 
2.6%
Other values (439) 55933
57.6%
Common
ValueCountFrequency (%)
22142
42.0%
( 4697
 
8.9%
) 4695
 
8.9%
. 3865
 
7.3%
1 3360
 
6.4%
2 2403
 
4.6%
3 1899
 
3.6%
4 1563
 
3.0%
5 1546
 
2.9%
7 1314
 
2.5%
Other values (11) 5209
 
9.9%
Latin
ValueCountFrequency (%)
e 3
27.3%
L 2
18.2%
T 1
 
9.1%
I 1
 
9.1%
G 1
 
9.1%
E 1
 
9.1%
A 1
 
9.1%
Y 1
 
9.1%

Most occurring blocks

ValueCountFrequency (%)
Hangul 97044
64.8%
ASCII 52703
35.2%
Compat Jamo 1
 
< 0.1%
None 1
 
< 0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
22142
42.0%
( 4697
 
8.9%
) 4695
 
8.9%
. 3865
 
7.3%
1 3360
 
6.4%
2 2403
 
4.6%
3 1899
 
3.6%
4 1563
 
3.0%
5 1546
 
2.9%
7 1314
 
2.5%
Other values (18) 5219
 
9.9%
Hangul
ValueCountFrequency (%)
도 5084
 
5.2%
기 5060
 
5.2%
경 4927
 
5.1%
시 4902
 
5.1%
동 4646
 
4.8%
로 4299
 
4.4%
교 3533
 
3.6%
학 3408
 
3.5%
등 2758
 
2.8%
초 2495
 
2.6%
Other values (438) 55932
57.6%
Compat Jamo
ValueCountFrequency (%)
ㆍ 1
100.0%
None
ValueCountFrequency (%)
？ 1
100.0%

Unnamed: 19
Text

Distinct4345
Distinct (%)91.6%
Missing22
Missing (%)0.5%
Memory size37.4 KiB
2024-03-16T13:19:26.716403image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length14
Median length14
Mean length13.997892
Min length4

Characters and Unicode

Total characters66392
Distinct characters16
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

Unique3960 ?
Unique (%)83.5%

Sample

1st row전화번호
2nd row031 -950 -6507
3rd row031 -370 -4308
4th row031 -8007-5862
5th row031 -946 -7013
ValueCountFrequency (%)
031 4195
30.7%
070 252
 
1.8%
02 170
 
1.2%
032 125
 
0.9%
487 58
 
0.4%
378 42
 
0.3%
996 37
 
0.3%
323 26
 
0.2%
882 25
 
0.2%
987 24
 
0.2%
Other values (4095) 8730
63.8%
2024-03-16T13:19:27.444770image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
- 9484
14.3%
0 9236
13.9%
9111
13.7%
3 7774
11.7%
1 7308
11.0%
2 3850
5.8%
7 3698
 
5.6%
8 3268
 
4.9%
6 3236
 
4.9%
9 3227
 
4.9%
Other values (6) 6200
9.3%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 47793
72.0%
Dash Punctuation 9484
 
14.3%
Space Separator 9111
 
13.7%
Other Letter 4
 
< 0.1%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
0 9236
19.3%
3 7774
16.3%
1 7308
15.3%
2 3850
8.1%
7 3698
7.7%
8 3268
 
6.8%
6 3236
 
6.8%
9 3227
 
6.8%
5 3178
 
6.6%
4 3018
 
6.3%
Other Letter
ValueCountFrequency (%)
전 1
25.0%
화 1
25.0%
번 1
25.0%
호 1
25.0%
Dash Punctuation
ValueCountFrequency (%)
- 9484
100.0%
Space Separator
ValueCountFrequency (%)
9111
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 66388
> 99.9%
Hangul 4
 
< 0.1%

Most frequent character per script

Common
ValueCountFrequency (%)
- 9484
14.3%
0 9236
13.9%
9111
13.7%
3 7774
11.7%
1 7308
11.0%
2 3850
5.8%
7 3698
 
5.6%
8 3268
 
4.9%
6 3236
 
4.9%
9 3227
 
4.9%
Other values (2) 6196
9.3%
Hangul
ValueCountFrequency (%)
전 1
25.0%
화 1
25.0%
번 1
25.0%
호 1
25.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 66388
> 99.9%
Hangul 4
 
< 0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
- 9484
14.3%
0 9236
13.9%
9111
13.7%
3 7774
11.7%
1 7308
11.0%
2 3850
5.8%
7 3698
 
5.6%
8 3268
 
4.9%
6 3236
 
4.9%
9 3227
 
4.9%
Other values (2) 6196
9.3%
Hangul
ValueCountFrequency (%)
전 1
25.0%
화 1
25.0%
번 1
25.0%
호 1
25.0%

Unnamed: 20
Text

Distinct3686
Distinct (%)77.7%
Missing22
Missing (%)0.5%
Memory size37.4 KiB
2024-03-16T13:19:28.046098image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length14
Median length14
Mean length13.997892
Min length4

Characters and Unicode

Total characters66392
Distinct characters16
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

Unique2646 ?
Unique (%)55.8%

Sample

1st row팩스번호
2nd row031 -950 -6599
3rd row031 -378 -6506
4th row031 -8065-7046
5th row031 -946 -7016
ValueCountFrequency (%)
031 4278
30.7%
032 252
 
1.8%
02 171
 
1.2%
487 76
 
0.5%
378 43
 
0.3%
996 37
 
0.3%
611 31
 
0.2%
381 30
 
0.2%
773 29
 
0.2%
323 28
 
0.2%
Other values (3715) 8956
64.3%
2024-03-16T13:19:28.750221image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
- 9484
14.3%
9359
14.1%
3 8064
12.1%
0 7501
11.3%
1 7246
10.9%
2 3875
5.8%
9 3621
 
5.5%
7 3513
 
5.3%
5 3485
 
5.2%
8 3454
 
5.2%
Other values (6) 6790
10.2%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 47545
71.6%
Dash Punctuation 9484
 
14.3%
Space Separator 9359
 
14.1%
Other Letter 4
 
< 0.1%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
3 8064
17.0%
0 7501
15.8%
1 7246
15.2%
2 3875
8.2%
9 3621
7.6%
7 3513
7.4%
5 3485
7.3%
8 3454
7.3%
6 3430
7.2%
4 3356
7.1%
Other Letter
ValueCountFrequency (%)
팩 1
25.0%
스 1
25.0%
번 1
25.0%
호 1
25.0%
Dash Punctuation
ValueCountFrequency (%)
- 9484
100.0%
Space Separator
ValueCountFrequency (%)
9359
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 66388
> 99.9%
Hangul 4
 
< 0.1%

Most frequent character per script

Common
ValueCountFrequency (%)
- 9484
14.3%
9359
14.1%
3 8064
12.1%
0 7501
11.3%
1 7246
10.9%
2 3875
5.8%
9 3621
 
5.5%
7 3513
 
5.3%
5 3485
 
5.2%
8 3454
 
5.2%
Other values (2) 6786
10.2%
Hangul
ValueCountFrequency (%)
팩 1
25.0%
스 1
25.0%
번 1
25.0%
호 1
25.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 66388
> 99.9%
Hangul 4
 
< 0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
- 9484
14.3%
9359
14.1%
3 8064
12.1%
0 7501
11.3%
1 7246
10.9%
2 3875
5.8%
9 3621
 
5.5%
7 3513
 
5.3%
5 3485
 
5.2%
8 3454
 
5.2%
Other values (2) 6786
10.2%
Hangul
ValueCountFrequency (%)
팩 1
25.0%
스 1
25.0%
번 1
25.0%
호 1
25.0%

Unnamed: 21
Text

MISSING 

Distinct3861
Distinct (%)84.1%
Missing176
Missing (%)3.7%
Memory size37.4 KiB
2024-03-16T13:19:29.103952image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length77
Median length50
Mean length23.764219
Min length4

Characters and Unicode

Total characters109054
Distinct characters144
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

Unique3380 ?
Unique (%)73.7%

Sample

1st row홈페이지
2nd rowhttp://gimpojeil.hs.kr
3rd rowhttp://www.maehol.hs.kr
4th rowhttp://www.suwonchilbo.hs.kr
5th rowhttp://hanbit.hs.kr
ValueCountFrequency (%)
http 244
 
5.3%
http://none 16
 
0.3%
http://없음 9
 
0.2%
http://www.hansol.kg.kr 5
 
0.1%
https://yulmyun.goeic.kr 4
 
0.1%
http://www.seotan.es.kr 4
 
0.1%
http://bn-e.goeyj.kr 4
 
0.1%
http://www.hsja.es.kr 4
 
0.1%
http://www.paltan.es.kr 4
 
0.1%
http://www.sungmin-i.com 4
 
0.1%
Other values (3777) 4335
93.6%
2024-03-16T13:19:29.689868image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
. 10851
 
10.0%
/ 10359
 
9.5%
t 9894
 
9.1%
w 7173
 
6.6%
h 6693
 
6.1%
e 5912
 
5.4%
s 5638
 
5.2%
p 5310
 
4.9%
k 5298
 
4.9%
o 4981
 
4.6%
Other values (134) 36945
33.9%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 80731
74.0%
Other Punctuation 25863
 
23.7%
Dash Punctuation 1454
 
1.3%
Decimal Number 692
 
0.6%
Other Letter 210
 
0.2%
Space Separator 45
 
< 0.1%
Uppercase Letter 45
 
< 0.1%
Math Symbol 7
 
< 0.1%
Connector Punctuation 4
 
< 0.1%
Control 3
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
원 16
 
7.6%
초 15
 
7.1%
유 15
 
7.1%
치 15
 
7.1%
학 11
 
5.2%
교 11
 
5.2%
음 9
 
4.3%
없 9
 
4.3%
중 6
 
2.9%
등 5
 
2.4%
Other values (65) 98
46.7%
Lowercase Letter
ValueCountFrequency (%)
t 9894
12.3%
w 7173
 
8.9%
h 6693
 
8.3%
e 5912
 
7.3%
s 5638
 
7.0%
p 5310
 
6.6%
k 5298
 
6.6%
o 4981
 
6.2%
n 4752
 
5.9%
r 4640
 
5.7%
Other values (16) 20440
25.3%
Uppercase Letter
ValueCountFrequency (%)
N 7
15.6%
W 6
13.3%
E 4
 
8.9%
I 4
 
8.9%
S 3
 
6.7%
G 3
 
6.7%
P 2
 
4.4%
O 2
 
4.4%
T 2
 
4.4%
A 2
 
4.4%
Other values (8) 10
22.2%
Other Punctuation
ValueCountFrequency (%)
. 10851
42.0%
/ 10359
40.1%
: 4625
17.9%
？ 10
 
< 0.1%
@ 6
 
< 0.1%
? 4
 
< 0.1%
& 3
 
< 0.1%
" 2
 
< 0.1%
# 2
 
< 0.1%
; 1
 
< 0.1%
Decimal Number
ValueCountFrequency (%)
0 162
23.4%
1 144
20.8%
2 93
13.4%
3 58
 
8.4%
7 50
 
7.2%
4 49
 
7.1%
9 38
 
5.5%
8 38
 
5.5%
5 34
 
4.9%
6 26
 
3.8%
Dash Punctuation
ValueCountFrequency (%)
- 1454
100.0%
Space Separator
ValueCountFrequency (%)
45
100.0%
Math Symbol
ValueCountFrequency (%)
= 7
100.0%
Connector Punctuation
ValueCountFrequency (%)
_ 4
100.0%
Control
ValueCountFrequency (%)
3
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 80776
74.1%
Common 28068
 
25.7%
Hangul 210
 
0.2%

Most frequent character per script

Hangul
ValueCountFrequency (%)
원 16
 
7.6%
초 15
 
7.1%
유 15
 
7.1%
치 15
 
7.1%
학 11
 
5.2%
교 11
 
5.2%
음 9
 
4.3%
없 9
 
4.3%
중 6
 
2.9%
등 5
 
2.4%
Other values (65) 98
46.7%
Latin
ValueCountFrequency (%)
t 9894
12.2%
w 7173
 
8.9%
h 6693
 
8.3%
e 5912
 
7.3%
s 5638
 
7.0%
p 5310
 
6.6%
k 5298
 
6.6%
o 4981
 
6.2%
n 4752
 
5.9%
r 4640
 
5.7%
Other values (34) 20485
25.4%
Common
ValueCountFrequency (%)
. 10851
38.7%
/ 10359
36.9%
: 4625
16.5%
- 1454
 
5.2%
0 162
 
0.6%
1 144
 
0.5%
2 93
 
0.3%
3 58
 
0.2%
7 50
 
0.2%
4 49
 
0.2%
Other values (15) 223
 
0.8%

Most occurring blocks

ValueCountFrequency (%)
ASCII 108834
99.8%
Hangul 210
 
0.2%
None 10
 
< 0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
. 10851
 
10.0%
/ 10359
 
9.5%
t 9894
 
9.1%
w 7173
 
6.6%
h 6693
 
6.1%
e 5912
 
5.4%
s 5638
 
5.2%
p 5310
 
4.9%
k 5298
 
4.9%
o 4981
 
4.6%
Other values (58) 36725
33.7%
Hangul
ValueCountFrequency (%)
원 16
 
7.6%
초 15
 
7.1%
유 15
 
7.1%
치 15
 
7.1%
학 11
 
5.2%
교 11
 
5.2%
음 9
 
4.3%
없 9
 
4.3%
중 6
 
2.9%
등 5
 
2.4%
Other values (65) 98
46.7%
None
ValueCountFrequency (%)
？ 10
100.0%

Unnamed: 22
Unsupported

REJECTED  UNSUPPORTED 

Missing12
Missing (%)0.3%
Memory size37.4 KiB

Unnamed: 23
Unsupported

REJECTED  UNSUPPORTED 

Missing11
Missing (%)0.2%
Memory size37.4 KiB

Unnamed: 24
Unsupported

REJECTED  UNSUPPORTED 

Missing13
Missing (%)0.3%
Memory size37.4 KiB

Unnamed: 25
Unsupported

REJECTED  UNSUPPORTED 

Missing13
Missing (%)0.3%
Memory size37.4 KiB

Unnamed: 26
Unsupported

REJECTED  UNSUPPORTED 

Missing13
Missing (%)0.3%
Memory size37.4 KiB

Unnamed: 27
Unsupported

REJECTED  UNSUPPORTED 

Missing12
Missing (%)0.3%
Memory size37.4 KiB

Unnamed: 28
Unsupported

REJECTED  UNSUPPORTED 

Missing13
Missing (%)0.3%
Memory size37.4 KiB

Unnamed: 29
Unsupported

REJECTED  UNSUPPORTED 

Missing13
Missing (%)0.3%
Memory size37.4 KiB

Unnamed: 30
Unsupported

REJECTED  UNSUPPORTED 

Missing13
Missing (%)0.3%
Memory size37.4 KiB

Unnamed: 31
Unsupported

REJECTED  UNSUPPORTED 

Missing12
Missing (%)0.3%
Memory size37.4 KiB

Unnamed: 32
Unsupported

REJECTED  UNSUPPORTED 

Missing13
Missing (%)0.3%
Memory size37.4 KiB

Unnamed: 33
Unsupported

REJECTED  UNSUPPORTED 

Missing13
Missing (%)0.3%
Memory size37.4 KiB

Unnamed: 34
Unsupported

REJECTED  UNSUPPORTED 

Missing13
Missing (%)0.3%
Memory size37.4 KiB

Unnamed: 35
Unsupported

REJECTED  UNSUPPORTED 

Missing13
Missing (%)0.3%
Memory size37.4 KiB

Unnamed: 36
Unsupported

REJECTED  UNSUPPORTED 

Missing13
Missing (%)0.3%
Memory size37.4 KiB

Unnamed: 37
Unsupported

REJECTED  UNSUPPORTED 

Missing13
Missing (%)0.3%
Memory size37.4 KiB

Unnamed: 38
Unsupported

REJECTED  UNSUPPORTED 

Missing11
Missing (%)0.2%
Memory size37.4 KiB

Unnamed: 39
Unsupported

REJECTED  UNSUPPORTED 

Missing13
Missing (%)0.3%
Memory size37.4 KiB

Unnamed: 40
Unsupported

REJECTED  UNSUPPORTED 

Missing13
Missing (%)0.3%
Memory size37.4 KiB

Unnamed: 41
Unsupported

REJECTED  UNSUPPORTED 

Missing12
Missing (%)0.3%
Memory size37.4 KiB

Unnamed: 42
Unsupported

REJECTED  UNSUPPORTED 

Missing13
Missing (%)0.3%
Memory size37.4 KiB

Unnamed: 43
Unsupported

REJECTED  UNSUPPORTED 

Missing13
Missing (%)0.3%
Memory size37.4 KiB

Unnamed: 44
Unsupported

REJECTED  UNSUPPORTED 

Missing12
Missing (%)0.3%
Memory size37.4 KiB

Unnamed: 45
Unsupported

REJECTED  UNSUPPORTED 

Missing13
Missing (%)0.3%
Memory size37.4 KiB

Unnamed: 46
Unsupported

REJECTED  UNSUPPORTED 

Missing13
Missing (%)0.3%
Memory size37.4 KiB

Unnamed: 47
Unsupported

REJECTED  UNSUPPORTED 

Missing12
Missing (%)0.3%
Memory size37.4 KiB

Unnamed: 48
Unsupported

REJECTED  UNSUPPORTED 

Missing13
Missing (%)0.3%
Memory size37.4 KiB

Unnamed: 49
Unsupported

REJECTED  UNSUPPORTED 

Missing13
Missing (%)0.3%
Memory size37.4 KiB

Unnamed: 50
Unsupported

REJECTED  UNSUPPORTED 

Missing12
Missing (%)0.3%
Memory size37.4 KiB

Unnamed: 51
Unsupported

REJECTED  UNSUPPORTED 

Missing13
Missing (%)0.3%
Memory size37.4 KiB

Unnamed: 52
Unsupported

REJECTED  UNSUPPORTED 

Missing13
Missing (%)0.3%
Memory size37.4 KiB

Unnamed: 53
Unsupported

REJECTED  UNSUPPORTED 

Missing12
Missing (%)0.3%
Memory size37.4 KiB

Unnamed: 54
Unsupported

REJECTED  UNSUPPORTED 

Missing13
Missing (%)0.3%
Memory size37.4 KiB

Unnamed: 55
Unsupported

REJECTED  UNSUPPORTED 

Missing13
Missing (%)0.3%
Memory size37.4 KiB

Unnamed: 56
Unsupported

REJECTED  UNSUPPORTED 

Missing12
Missing (%)0.3%
Memory size37.4 KiB

Unnamed: 57
Unsupported

REJECTED  UNSUPPORTED 

Missing13
Missing (%)0.3%
Memory size37.4 KiB

Unnamed: 58
Unsupported

REJECTED  UNSUPPORTED 

Missing13
Missing (%)0.3%
Memory size37.4 KiB

Unnamed: 59
Unsupported

REJECTED  UNSUPPORTED 

Missing12
Missing (%)0.3%
Memory size37.4 KiB

Unnamed: 60
Unsupported

REJECTED  UNSUPPORTED 

Missing11
Missing (%)0.2%
Memory size37.4 KiB

Unnamed: 61
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing159
Missing (%)3.3%
Memory size37.4 KiB

Unnamed: 62
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing159
Missing (%)3.3%
Memory size37.4 KiB

Unnamed: 63
Unsupported

REJECTED  UNSUPPORTED 

Missing12
Missing (%)0.3%
Memory size37.4 KiB

Unnamed: 64
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing159
Missing (%)3.3%
Memory size37.4 KiB

Unnamed: 65
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing159
Missing (%)3.3%
Memory size37.4 KiB

Unnamed: 66
Unsupported

REJECTED  UNSUPPORTED 

Missing12
Missing (%)0.3%
Memory size37.4 KiB

Unnamed: 67
Unsupported

REJECTED  UNSUPPORTED 

Missing13
Missing (%)0.3%
Memory size37.4 KiB

Unnamed: 68
Unsupported

REJECTED  UNSUPPORTED 

Missing13
Missing (%)0.3%
Memory size37.4 KiB

Unnamed: 69
Unsupported

REJECTED  UNSUPPORTED 

Missing12
Missing (%)0.3%
Memory size37.4 KiB

Unnamed: 70
Unsupported

REJECTED  UNSUPPORTED 

Missing13
Missing (%)0.3%
Memory size37.4 KiB

Unnamed: 71
Unsupported

REJECTED  UNSUPPORTED 

Missing13
Missing (%)0.3%
Memory size37.4 KiB

Unnamed: 72
Unsupported

REJECTED  UNSUPPORTED 

Missing12
Missing (%)0.3%
Memory size37.4 KiB

Unnamed: 73
Unsupported

REJECTED  UNSUPPORTED 

Missing13
Missing (%)0.3%
Memory size37.4 KiB

Unnamed: 74
Unsupported

REJECTED  UNSUPPORTED 

Missing13
Missing (%)0.3%
Memory size37.4 KiB

Unnamed: 75
Unsupported

REJECTED  UNSUPPORTED 

Missing12
Missing (%)0.3%
Memory size37.4 KiB

Unnamed: 76
Unsupported

REJECTED  UNSUPPORTED 

Missing13
Missing (%)0.3%
Memory size37.4 KiB

Unnamed: 77
Unsupported

REJECTED  UNSUPPORTED 

Missing13
Missing (%)0.3%
Memory size37.4 KiB

Unnamed: 78
Unsupported

REJECTED  UNSUPPORTED 

Missing12
Missing (%)0.3%
Memory size37.4 KiB

Unnamed: 79
Unsupported

REJECTED  UNSUPPORTED 

Missing13
Missing (%)0.3%
Memory size37.4 KiB

Unnamed: 80
Unsupported

REJECTED  UNSUPPORTED 

Missing13
Missing (%)0.3%
Memory size37.4 KiB

Unnamed: 81
Unsupported

REJECTED  UNSUPPORTED 

Missing12
Missing (%)0.3%
Memory size37.4 KiB

Unnamed: 82
Unsupported

REJECTED  UNSUPPORTED 

Missing13
Missing (%)0.3%
Memory size37.4 KiB

Unnamed: 83
Unsupported

REJECTED  UNSUPPORTED 

Missing13
Missing (%)0.3%
Memory size37.4 KiB

Unnamed: 84
Unsupported

REJECTED  UNSUPPORTED 

Missing12
Missing (%)0.3%
Memory size37.4 KiB

Unnamed: 85
Unsupported

REJECTED  UNSUPPORTED 

Missing13
Missing (%)0.3%
Memory size37.4 KiB

Unnamed: 86
Unsupported

REJECTED  UNSUPPORTED 

Missing13
Missing (%)0.3%
Memory size37.4 KiB

Unnamed: 87
Unsupported

REJECTED  UNSUPPORTED 

Missing12
Missing (%)0.3%
Memory size37.4 KiB

Unnamed: 88
Unsupported

REJECTED  UNSUPPORTED 

Missing13
Missing (%)0.3%
Memory size37.4 KiB

Unnamed: 89
Unsupported

REJECTED  UNSUPPORTED 

Missing13
Missing (%)0.3%
Memory size37.4 KiB

Unnamed: 90
Unsupported

REJECTED  UNSUPPORTED 

Missing12
Missing (%)0.3%
Memory size37.4 KiB

Unnamed: 91
Unsupported

REJECTED  UNSUPPORTED 

Missing13
Missing (%)0.3%
Memory size37.4 KiB

Unnamed: 92
Unsupported

REJECTED  UNSUPPORTED 

Missing13
Missing (%)0.3%
Memory size37.4 KiB

Unnamed: 93
Unsupported

REJECTED  UNSUPPORTED 

Missing12
Missing (%)0.3%
Memory size37.4 KiB

Unnamed: 94
Unsupported

REJECTED  UNSUPPORTED 

Missing13
Missing (%)0.3%
Memory size37.4 KiB

Unnamed: 95
Unsupported

REJECTED  UNSUPPORTED 

Missing13
Missing (%)0.3%
Memory size37.4 KiB

Unnamed: 96
Unsupported

REJECTED  UNSUPPORTED 

Missing12
Missing (%)0.3%
Memory size37.4 KiB

Unnamed: 97
Unsupported

REJECTED  UNSUPPORTED 

Missing13
Missing (%)0.3%
Memory size37.4 KiB

Unnamed: 98
Unsupported

REJECTED  UNSUPPORTED 

Missing13
Missing (%)0.3%
Memory size37.4 KiB

Unnamed: 99
Unsupported

REJECTED  UNSUPPORTED 

Missing12
Missing (%)0.3%
Memory size37.4 KiB

Unnamed: 100
Unsupported

REJECTED  UNSUPPORTED 

Missing13
Missing (%)0.3%
Memory size37.4 KiB

Unnamed: 101
Unsupported

REJECTED  UNSUPPORTED 

Missing13
Missing (%)0.3%
Memory size37.4 KiB

Unnamed: 102
Unsupported

REJECTED  UNSUPPORTED 

Missing12
Missing (%)0.3%
Memory size37.4 KiB

Unnamed: 103
Unsupported

REJECTED  UNSUPPORTED 

Missing12
Missing (%)0.3%
Memory size37.4 KiB

Unnamed: 104
Unsupported

REJECTED  UNSUPPORTED 

Missing13
Missing (%)0.3%
Memory size37.4 KiB

Unnamed: 105
Unsupported

REJECTED  UNSUPPORTED 

Missing13
Missing (%)0.3%
Memory size37.4 KiB

Unnamed: 106
Unsupported

REJECTED  UNSUPPORTED 

Missing13
Missing (%)0.3%
Memory size37.4 KiB

Unnamed: 107
Unsupported

REJECTED  UNSUPPORTED 

Missing13
Missing (%)0.3%
Memory size37.4 KiB

Unnamed: 108
Unsupported

REJECTED  UNSUPPORTED 

Missing13
Missing (%)0.3%
Memory size37.4 KiB

Unnamed: 109
Unsupported

REJECTED  UNSUPPORTED 

Missing11
Missing (%)0.2%
Memory size37.4 KiB

Unnamed: 110
Unsupported

REJECTED  UNSUPPORTED 

Missing13
Missing (%)0.3%
Memory size37.4 KiB

Unnamed: 111
Unsupported

REJECTED  UNSUPPORTED 

Missing12
Missing (%)0.3%
Memory size37.4 KiB

Unnamed: 112
Unsupported

REJECTED  UNSUPPORTED 

Missing13
Missing (%)0.3%
Memory size37.4 KiB

Unnamed: 113
Unsupported

REJECTED  UNSUPPORTED 

Missing13
Missing (%)0.3%
Memory size37.4 KiB

Unnamed: 114
Unsupported

REJECTED  UNSUPPORTED 

Missing13
Missing (%)0.3%
Memory size37.4 KiB

Unnamed: 115
Unsupported

REJECTED  UNSUPPORTED 

Missing13
Missing (%)0.3%
Memory size37.4 KiB

Unnamed: 116
Unsupported

REJECTED  UNSUPPORTED 

Missing13
Missing (%)0.3%
Memory size37.4 KiB

Unnamed: 117
Unsupported

REJECTED  UNSUPPORTED 

Missing12
Missing (%)0.3%
Memory size37.4 KiB

Unnamed: 118
Unsupported

REJECTED  UNSUPPORTED 

Missing13
Missing (%)0.3%
Memory size37.4 KiB

Unnamed: 119
Unsupported

REJECTED  UNSUPPORTED 

Missing13
Missing (%)0.3%
Memory size37.4 KiB

Unnamed: 120
Unsupported

REJECTED  UNSUPPORTED 

Missing13
Missing (%)0.3%
Memory size37.4 KiB

Unnamed: 121
Unsupported

REJECTED  UNSUPPORTED 

Missing13
Missing (%)0.3%
Memory size37.4 KiB

Unnamed: 122
Unsupported

REJECTED  UNSUPPORTED 

Missing13
Missing (%)0.3%
Memory size37.4 KiB

Unnamed: 123
Unsupported

REJECTED  UNSUPPORTED 

Missing13
Missing (%)0.3%
Memory size37.4 KiB

Unnamed: 124
Unsupported

REJECTED  UNSUPPORTED 

Missing13
Missing (%)0.3%
Memory size37.4 KiB

Unnamed: 125
Unsupported

REJECTED  UNSUPPORTED 

Missing13
Missing (%)0.3%
Memory size37.4 KiB

Unnamed: 126
Unsupported

REJECTED  UNSUPPORTED 

Missing13
Missing (%)0.3%
Memory size37.4 KiB

Unnamed: 127
Unsupported

REJECTED  UNSUPPORTED 

Missing13
Missing (%)0.3%
Memory size37.4 KiB

Unnamed: 128
Unsupported

REJECTED  UNSUPPORTED 

Missing13
Missing (%)0.3%
Memory size37.4 KiB

Unnamed: 129
Unsupported

REJECTED  UNSUPPORTED 

Missing11
Missing (%)0.2%
Memory size37.4 KiB

Unnamed: 130
Unsupported

REJECTED  UNSUPPORTED 

Missing13
Missing (%)0.3%
Memory size37.4 KiB

Unnamed: 131
Unsupported

REJECTED  UNSUPPORTED 

Missing13
Missing (%)0.3%
Memory size37.4 KiB

Unnamed: 132
Unsupported

REJECTED  UNSUPPORTED 

Missing13
Missing (%)0.3%
Memory size37.4 KiB

Unnamed: 133
Unsupported

REJECTED  UNSUPPORTED 

Missing13
Missing (%)0.3%
Memory size37.4 KiB

Unnamed: 134
Unsupported

REJECTED  UNSUPPORTED 

Missing13
Missing (%)0.3%
Memory size37.4 KiB

Unnamed: 135
Unsupported

REJECTED  UNSUPPORTED 

Missing12
Missing (%)0.3%
Memory size37.4 KiB

Unnamed: 136
Unsupported

REJECTED  UNSUPPORTED 

Missing13
Missing (%)0.3%
Memory size37.4 KiB

Unnamed: 137
Unsupported

REJECTED  UNSUPPORTED 

Missing13
Missing (%)0.3%
Memory size37.4 KiB

Unnamed: 138
Unsupported

REJECTED  UNSUPPORTED 

Missing13
Missing (%)0.3%
Memory size37.4 KiB

Unnamed: 139
Unsupported

REJECTED  UNSUPPORTED 

Missing13
Missing (%)0.3%
Memory size37.4 KiB

Unnamed: 140
Unsupported

REJECTED  UNSUPPORTED 

Missing13
Missing (%)0.3%
Memory size37.4 KiB

Unnamed: 141
Unsupported

REJECTED  UNSUPPORTED 

Missing12
Missing (%)0.3%
Memory size37.4 KiB

Unnamed: 142
Unsupported

REJECTED  UNSUPPORTED 

Missing13
Missing (%)0.3%
Memory size37.4 KiB

Unnamed: 143
Unsupported

REJECTED  UNSUPPORTED 

Missing13
Missing (%)0.3%
Memory size37.4 KiB

Unnamed: 144
Unsupported

REJECTED  UNSUPPORTED 

Missing13
Missing (%)0.3%
Memory size37.4 KiB

Unnamed: 145
Unsupported

REJECTED  UNSUPPORTED 

Missing13
Missing (%)0.3%
Memory size37.4 KiB

Unnamed: 146
Unsupported

REJECTED  UNSUPPORTED 

Missing12
Missing (%)0.3%
Memory size37.4 KiB

Unnamed: 147
Unsupported

REJECTED  UNSUPPORTED 

Missing13
Missing (%)0.3%
Memory size37.4 KiB

Unnamed: 148
Categorical

IMBALANCE 

Distinct6
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size37.4 KiB
<NA>
4760 
6.1
 
1
5.5
 
1
0.0
 
1
6.7
 
1

Length

Max length4
Median length4
Mean length3.9991605
Min length3

Unique

Unique5 ?
Unique (%)0.1%

Sample

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

Common Values

ValueCountFrequency (%)
<NA> 4760
99.9%
6.1 1
 
< 0.1%
5.5 1
 
< 0.1%
0.0 1
 
< 0.1%
6.7 1
 
< 0.1%
21.7 1
 
< 0.1%

Length

2024-03-16T13:19:29.986947image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-16T13:19:30.135980image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 4760
99.9%
6.1 1
 
< 0.1%
5.5 1
 
< 0.1%
0.0 1
 
< 0.1%
6.7 1
 
< 0.1%
21.7 1
 
< 0.1%

Unnamed: 149
Categorical

IMBALANCE 

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size37.4 KiB
<NA>
4764 
0
 
1

Length

Max length4
Median length4
Mean length3.9993704
Min length1

Unique

Unique1 ?
Unique (%)< 0.1%

Sample

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

Common Values

ValueCountFrequency (%)
<NA> 4764
> 99.9%
0 1
 
< 0.1%

Length

2024-03-16T13:19:30.300304image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-16T13:19:30.483768image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 4764
> 99.9%
0 1
 
< 0.1%

Unnamed: 150
Categorical

IMBALANCE 

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size37.4 KiB
<NA>
4764 
0
 
1

Length

Max length4
Median length4
Mean length3.9993704
Min length1

Unique

Unique1 ?
Unique (%)< 0.1%

Sample

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

Common Values

ValueCountFrequency (%)
<NA> 4764
> 99.9%
0 1
 
< 0.1%

Length

2024-03-16T13:19:30.673929image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-16T13:19:30.807246image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 4764
> 99.9%
0 1
 
< 0.1%

Unnamed: 151
Categorical

IMBALANCE 

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size37.4 KiB
<NA>
4764 
0
 
1

Length

Max length4
Median length4
Mean length3.9993704
Min length1

Unique

Unique1 ?
Unique (%)< 0.1%

Sample

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

Common Values

ValueCountFrequency (%)
<NA> 4764
> 99.9%
0 1
 
< 0.1%

Length

2024-03-16T13:19:30.951936image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-16T13:19:31.134471image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 4764
> 99.9%
0 1
 
< 0.1%

Unnamed: 152
Categorical

IMBALANCE 

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size37.4 KiB
<NA>
4764 
0
 
1

Length

Max length4
Median length4
Mean length3.9993704
Min length1

Unique

Unique1 ?
Unique (%)< 0.1%

Sample

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

Common Values

ValueCountFrequency (%)
<NA> 4764
> 99.9%
0 1
 
< 0.1%

Length

2024-03-16T13:19:31.290021image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-16T13:19:31.419501image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 4764
> 99.9%
0 1
 
< 0.1%

Unnamed: 153
Categorical

IMBALANCE 

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size37.4 KiB
<NA>
4764 
0
 
1

Length

Max length4
Median length4
Mean length3.9993704
Min length1

Unique

Unique1 ?
Unique (%)< 0.1%

Sample

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

Common Values

ValueCountFrequency (%)
<NA> 4764
> 99.9%
0 1
 
< 0.1%

Length

2024-03-16T13:19:31.561075image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-16T13:19:31.708233image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 4764
> 99.9%
0 1
 
< 0.1%

Unnamed: 154
Categorical

IMBALANCE 

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size37.4 KiB
<NA>
4764 
0
 
1

Length

Max length4
Median length4
Mean length3.9993704
Min length1

Unique

Unique1 ?
Unique (%)< 0.1%

Sample

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

Common Values

ValueCountFrequency (%)
<NA> 4764
> 99.9%
0 1
 
< 0.1%

Length

2024-03-16T13:19:31.854165image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-16T13:19:32.007419image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 4764
> 99.9%
0 1
 
< 0.1%

Unnamed: 155
Categorical

IMBALANCE 

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size37.4 KiB
<NA>
4764 
0
 
1

Length

Max length4
Median length4
Mean length3.9993704
Min length1

Unique

Unique1 ?
Unique (%)< 0.1%

Sample

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

Common Values

ValueCountFrequency (%)
<NA> 4764
> 99.9%
0 1
 
< 0.1%

Length

2024-03-16T13:19:32.154577image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-16T13:19:32.280590image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 4764
> 99.9%
0 1
 
< 0.1%

Unnamed: 156
Categorical

IMBALANCE 

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size37.4 KiB
<NA>
4764 
0
 
1

Length

Max length4
Median length4
Mean length3.9993704
Min length1

Unique

Unique1 ?
Unique (%)< 0.1%

Sample

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

Common Values

ValueCountFrequency (%)
<NA> 4764
> 99.9%
0 1
 
< 0.1%

Length

2024-03-16T13:19:32.436805image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-16T13:19:32.583800image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 4764
> 99.9%
0 1
 
< 0.1%

Unnamed: 157
Categorical

IMBALANCE 

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size37.4 KiB
<NA>
4764 
0
 
1

Length

Max length4
Median length4
Mean length3.9993704
Min length1

Unique

Unique1 ?
Unique (%)< 0.1%

Sample

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

Common Values

ValueCountFrequency (%)
<NA> 4764
> 99.9%
0 1
 
< 0.1%

Length

2024-03-16T13:19:32.766471image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-16T13:19:33.050558image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 4764
> 99.9%
0 1
 
< 0.1%

Unnamed: 158
Categorical

IMBALANCE 

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size37.4 KiB
<NA>
4764 
0
 
1

Length

Max length4
Median length4
Mean length3.9993704
Min length1

Unique

Unique1 ?
Unique (%)< 0.1%

Sample

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

Common Values

ValueCountFrequency (%)
<NA> 4764
> 99.9%
0 1
 
< 0.1%

Length

2024-03-16T13:19:33.188123image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-16T13:19:33.331011image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 4764
> 99.9%
0 1
 
< 0.1%

Unnamed: 159
Categorical

IMBALANCE 

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size37.4 KiB
<NA>
4764 
0
 
1

Length

Max length4
Median length4
Mean length3.9993704
Min length1

Unique

Unique1 ?
Unique (%)< 0.1%

Sample

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

Common Values

ValueCountFrequency (%)
<NA> 4764
> 99.9%
0 1
 
< 0.1%

Length

2024-03-16T13:19:33.477644image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-16T13:19:33.619283image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 4764
> 99.9%
0 1
 
< 0.1%

Unnamed: 160
Categorical

IMBALANCE 

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size37.4 KiB
<NA>
4764 
0
 
1

Length

Max length4
Median length4
Mean length3.9993704
Min length1

Unique

Unique1 ?
Unique (%)< 0.1%

Sample

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

Common Values

ValueCountFrequency (%)
<NA> 4764
> 99.9%
0 1
 
< 0.1%

Length

2024-03-16T13:19:33.752826image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-16T13:19:33.937108image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 4764
> 99.9%
0 1
 
< 0.1%

Unnamed: 161
Categorical

IMBALANCE 

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size37.4 KiB
<NA>
4764 
0
 
1

Length

Max length4
Median length4
Mean length3.9993704
Min length1

Unique

Unique1 ?
Unique (%)< 0.1%

Sample

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

Common Values

ValueCountFrequency (%)
<NA> 4764
> 99.9%
0 1
 
< 0.1%

Length

2024-03-16T13:19:34.099626image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-16T13:19:34.278148image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 4764
> 99.9%
0 1
 
< 0.1%

Sample

■ 2023년 유·초·중등 교육통계 학교별 주요 현황Unnamed: 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: 30Unnamed: 31Unnamed: 32Unnamed: 33Unnamed: 34Unnamed: 35Unnamed: 36Unnamed: 37Unnamed: 38Unnamed: 39Unnamed: 40Unnamed: 41Unnamed: 42Unnamed: 43Unnamed: 44Unnamed: 45Unnamed: 46Unnamed: 47Unnamed: 48Unnamed: 49Unnamed: 50Unnamed: 51Unnamed: 52Unnamed: 53Unnamed: 54Unnamed: 55Unnamed: 56Unnamed: 57Unnamed: 58Unnamed: 59Unnamed: 60Unnamed: 61Unnamed: 62Unnamed: 63Unnamed: 64Unnamed: 65Unnamed: 66Unnamed: 67Unnamed: 68Unnamed: 69Unnamed: 70Unnamed: 71Unnamed: 72Unnamed: 73Unnamed: 74Unnamed: 75Unnamed: 76Unnamed: 77Unnamed: 78Unnamed: 79Unnamed: 80Unnamed: 81Unnamed: 82Unnamed: 83Unnamed: 84Unnamed: 85Unnamed: 86Unnamed: 87Unnamed: 88Unnamed: 89Unnamed: 90Unnamed: 91Unnamed: 92Unnamed: 93Unnamed: 94Unnamed: 95Unnamed: 96Unnamed: 97Unnamed: 98Unnamed: 99Unnamed: 100Unnamed: 101Unnamed: 102Unnamed: 103Unnamed: 104Unnamed: 105Unnamed: 106Unnamed: 107Unnamed: 108Unnamed: 109Unnamed: 110Unnamed: 111Unnamed: 112Unnamed: 113Unnamed: 114Unnamed: 115Unnamed: 116Unnamed: 117Unnamed: 118Unnamed: 119Unnamed: 120Unnamed: 121Unnamed: 122Unnamed: 123Unnamed: 124Unnamed: 125Unnamed: 126Unnamed: 127Unnamed: 128Unnamed: 129Unnamed: 130Unnamed: 131Unnamed: 132Unnamed: 133Unnamed: 134Unnamed: 135Unnamed: 136Unnamed: 137Unnamed: 138Unnamed: 139Unnamed: 140Unnamed: 141Unnamed: 142Unnamed: 143Unnamed: 144Unnamed: 145Unnamed: 146Unnamed: 147Unnamed: 148Unnamed: 149Unnamed: 150Unnamed: 151Unnamed: 152Unnamed: 153Unnamed: 154Unnamed: 155Unnamed: 156Unnamed: 157Unnamed: 158Unnamed: 159Unnamed: 160Unnamed: 161
0<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
11) 조사 기준일 : 2023. 4. 1. / 자료 추출일: 2024. 01. 02.<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
2* 학생변동상황: 2022.3.1. ~ 2023. 2. 말 / 입학자: 2023년 3월 입학일 기준<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
32) 학교수 세는 방법 : 본분교칼럼에서 분교장 제외, 상태칼럼에서 폐교제외<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
43) 요약정보 sheet에 학교급별 학급수, 학생수, 교원수가 들어있음<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
54) 각 항목별 정의는 용어 정의 sheet 참조<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
65) 고등학교 졸업후 상황은 직업계고 졸업자 취업통계 조사 결과 공표 이후(매년 12월) 업데이트 예정, 방송통신고는 졸업자만 제시, 특수학교는 졸업자에는 모든과정 포함되지만 졸업 후 상황은 고등학교과정만 대상으로 표시하므로 졸업자와 일치하지 않음<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
76) 20년부터 직업계고 취업통계조사가 실시되어 고등학교 졸업 후 상황은 직업계고는 직업계고 취업통계조사에서, 비직업계는 유초중등 교육통계조사에서 조사함<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
87) 2021년부터 학급의 기준이 인가 학급에서 편성 학급으로 변경됨.<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
9* 출처 : 한국교육개발원 교육데이터연구본부(국가교육통계센터) 교육통계 서비스 (https://kess.kedi.re.kr)<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
■ 2023년 유·초·중등 교육통계 학교별 주요 현황Unnamed: 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: 30Unnamed: 31Unnamed: 32Unnamed: 33Unnamed: 34Unnamed: 35Unnamed: 36Unnamed: 37Unnamed: 38Unnamed: 39Unnamed: 40Unnamed: 41Unnamed: 42Unnamed: 43Unnamed: 44Unnamed: 45Unnamed: 46Unnamed: 47Unnamed: 48Unnamed: 49Unnamed: 50Unnamed: 51Unnamed: 52Unnamed: 53Unnamed: 54Unnamed: 55Unnamed: 56Unnamed: 57Unnamed: 58Unnamed: 59Unnamed: 60Unnamed: 61Unnamed: 62Unnamed: 63Unnamed: 64Unnamed: 65Unnamed: 66Unnamed: 67Unnamed: 68Unnamed: 69Unnamed: 70Unnamed: 71Unnamed: 72Unnamed: 73Unnamed: 74Unnamed: 75Unnamed: 76Unnamed: 77Unnamed: 78Unnamed: 79Unnamed: 80Unnamed: 81Unnamed: 82Unnamed: 83Unnamed: 84Unnamed: 85Unnamed: 86Unnamed: 87Unnamed: 88Unnamed: 89Unnamed: 90Unnamed: 91Unnamed: 92Unnamed: 93Unnamed: 94Unnamed: 95Unnamed: 96Unnamed: 97Unnamed: 98Unnamed: 99Unnamed: 100Unnamed: 101Unnamed: 102Unnamed: 103Unnamed: 104Unnamed: 105Unnamed: 106Unnamed: 107Unnamed: 108Unnamed: 109Unnamed: 110Unnamed: 111Unnamed: 112Unnamed: 113Unnamed: 114Unnamed: 115Unnamed: 116Unnamed: 117Unnamed: 118Unnamed: 119Unnamed: 120Unnamed: 121Unnamed: 122Unnamed: 123Unnamed: 124Unnamed: 125Unnamed: 126Unnamed: 127Unnamed: 128Unnamed: 129Unnamed: 130Unnamed: 131Unnamed: 132Unnamed: 133Unnamed: 134Unnamed: 135Unnamed: 136Unnamed: 137Unnamed: 138Unnamed: 139Unnamed: 140Unnamed: 141Unnamed: 142Unnamed: 143Unnamed: 144Unnamed: 145Unnamed: 146Unnamed: 147Unnamed: 148Unnamed: 149Unnamed: 150Unnamed: 151Unnamed: 152Unnamed: 153Unnamed: 154Unnamed: 155Unnamed: 156Unnamed: 157Unnamed: 158Unnamed: 159Unnamed: 160Unnamed: 161
475520230401경기연천군연천초등학교<NA>초등학교해당없음은대초등학교Eundae Elementary School본교공립<NA><NA>기존(원)교읍지역1960041211024경기도 연천군 전곡읍 은대로 210. 은대초등학교 (전곡읍. 은대초등학교. 다목적관)031 -835 -7616031 -835 -8610http://www.undae.es.kr168138430000611111181384316881468114717981248117413.510469451101100003214040000000000000000001018.193621114016880000000000000000000000000006010412004148.2<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
475620230401경기연천군연천초등학교<NA>초등학교해당없음전곡초등학교Chongok Elementary School본교공립<NA><NA>기존(원)교읍지역1923030411032경기도 연천군 전곡읍 선사로 433(전곡읍.전곡초등학교)031 -832 -2191031 -832 -6990http://chongok.es.kr1307493883613161153346556776539936611259531156154115546113073571407070153827123.248301845281711011011011832617920210100000010110132115.9273245325338113585500000000000000000000000000035312001972325.8<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
475720230401경기연천군연천초등학교<NA>초등학교해당없음초성초등학교Chosung Elementary School본교공립<NA><NA>기존(원)교면지역1957040611023경기도 연천군 청산면 학담로 104(청산면. 초성초등학교)031 -832 -4007031 -832 -2465http://www.chosung.es.kr1654243011017211111552431633136713679458266337.9136712661101100003304131010001010000001011014.211110211716330000000000000000000000000008020013664248.4<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
475820230401경기연천군연천초등학교<NA>초등학교해당없음화진초등학교Hwajin Elementary School본교공립<NA><NA>기존(원)교면지역1954090111008경기도 연천군 군남면 청정로 2289. 화진초등학교 (군남면)031 -832 -5366031 -832 -0532http://www.hwajin.es.kr16884345133071111129146451441012841367191271495197121313761376101110000330532101000101000101000000710372201211144100000000000000000000000000007040213207145.1<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
475920230401경기연천군연천중학교<NA>일반중학교해당없음군남중학교Gunnam Middle School본교공립주간남여공학기존(원)교특수지역1972030611007경기도 연천군 군남면 진상17길 46. 군남중학교 (군남면. 군남중학교)031 -833 -8260031 -833 -8755http://군남초중학교.kr1335201511104112000362115116510551510500000000091761113580001100003127161101100000000000004132.14221101010641711617116100000000000000000000004160212036334.3<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
476020230401경기연천군연천중학교<NA>일반중학교해당없음대광중학교Daegwang Middle School본교공립주간남여공학기존(원)교특수지역1973030111000경기도 연천군 신서면 연신로 1127-1. 대광초중학교 (신서면. 대광초등학교)031 -834 -8438031 -834 -9610http://대광초중학교.kr132291311014211000239147259277520000000005.8145912480001010003127251100000000000000002111.63121103072512481248100000000000000000000004070000<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
476120230401경기연천군연천중학교<NA>일반중학교해당없음백학중학교Baekhak Middle School본교공립주간남여공학기존(원)교특수지역1962040211048경기도 연천군 백학면 두일로 79. 백학중학교 (백학면)031 -835 -5039031 -835 -5400http://www.baekhak.ms.kr134723241110411200048242416881376199100000000001216610146811011000032171610100011000000000020236152112016881612416124100000000000000000000004230019926415.1<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
476220230401경기연천군연천중학교<NA>일반중학교해당없음연천중학교Yeoncheon Middle School본교공립주간남여공학기존(원)교읍지역1956030111013경기도 연천군 연천읍 연천로336번길 13(연천읍. 연천중고등학교)031 -834 -1428031 -834 -2301http://www.yeoncheon.ms.kr15834835120262310008548373319143020102291300000000014.218711144100001010003129360000000000001010004314.730310152341915352114352114100000000000000000000005090000<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
476320230401경기연천군연천중학교<NA>일반중학교해당없음전곡중학교Jeongok Middle School본교공립주간남여공학기존(원)교읍지역1970030111025경기도 연천군 전곡읍 전은길 21. 전곡중학교 (전곡읍)031 -832 -2223031 -832 -2278http://jeongok.ms.kr122560268292154123878000565272293207901171718685187969100000000024.646182843162710110100011742791810110100000010100032112.31621442221152099211719698981969898100000000000000000000002407023530762.5<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
476420230401경기연천군연천중학교<NA>일반중학교해당없음청산중학교Cheongsan Middle School본교공립주간남여공학기존(원)교면지역1969111711020경기도 연천군 청산면 아우라지길 13-32(청산면)031 -835 -3485031 -835 -1512http://www.yc-cheongsan.ms.kr133615211220421100038172120101052313580000000009.5169713851101100003217430000000000001010003122.4734220231991017891789100000000000000000000004060220715545.1<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>

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■ 2023년 유·초·중등 교육통계 학교별 주요 현황Unnamed: 1Unnamed: 2Unnamed: 3Unnamed: 4Unnamed: 5Unnamed: 6Unnamed: 7Unnamed: 8Unnamed: 9Unnamed: 10Unnamed: 11Unnamed: 12Unnamed: 13Unnamed: 14Unnamed: 15Unnamed: 16Unnamed: 17Unnamed: 18Unnamed: 19Unnamed: 20Unnamed: 21Unnamed: 148Unnamed: 149Unnamed: 150Unnamed: 151Unnamed: 152Unnamed: 153Unnamed: 154Unnamed: 155Unnamed: 156Unnamed: 157Unnamed: 158Unnamed: 159Unnamed: 160Unnamed: 161# duplicates
0<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>2