Overview

Dataset statistics

Number of variables168
Number of observations124
Missing cells6233
Missing cells (%)29.9%
Duplicate rows6
Duplicate rows (%)4.8%
Total size in memory162.9 KiB
Average record size in memory1.3 KiB

Variable types

Text4
Unsupported137
Categorical27

Dataset

Description행정구역별 초등학교,중학교,고등학교 다문화학생 현황(국제결혼가정의 국내 출생 자녀, 국제결혼 가정의 중도입국 자녀, 외국인가정 자녀)
Author경기도교육청
URLhttps://www.data.go.kr/data/15077326/fileData.do

Alerts

Dataset has 6 (4.8%) duplicate rowsDuplicates
Unnamed: 132 is highly imbalanced (64.5%)Imbalance
Unnamed: 133 is highly imbalanced (60.6%)Imbalance
Unnamed: 139 is highly imbalanced (60.6%)Imbalance
Unnamed: 140 is highly imbalanced (64.5%)Imbalance
Unnamed: 141 is highly imbalanced (60.6%)Imbalance
Unnamed: 146 is highly imbalanced (64.5%)Imbalance
Unnamed: 147 is highly imbalanced (60.6%)Imbalance
Unnamed: 148 is highly imbalanced (64.5%)Imbalance
Unnamed: 149 is highly imbalanced (60.6%)Imbalance
Unnamed: 150 is highly imbalanced (64.5%)Imbalance
Unnamed: 151 is highly imbalanced (60.6%)Imbalance
Unnamed: 152 is highly imbalanced (64.5%)Imbalance
Unnamed: 153 is highly imbalanced (60.6%)Imbalance
Unnamed: 154 is highly imbalanced (64.5%)Imbalance
Unnamed: 155 is highly imbalanced (60.6%)Imbalance
Unnamed: 156 is highly imbalanced (64.5%)Imbalance
Unnamed: 157 is highly imbalanced (60.6%)Imbalance
Unnamed: 160 is highly imbalanced (64.5%)Imbalance
Unnamed: 161 is highly imbalanced (60.6%)Imbalance
Unnamed: 162 is highly imbalanced (64.5%)Imbalance
Unnamed: 163 is highly imbalanced (60.6%)Imbalance
Unnamed: 164 is highly imbalanced (64.5%)Imbalance
Unnamed: 165 is highly imbalanced (60.6%)Imbalance
초등학교 has 53 (42.7%) missing valuesMissing
Unnamed: 1 has 57 (46.0%) missing valuesMissing
Unnamed: 2 has 53 (42.7%) missing valuesMissing
Unnamed: 3 has 55 (44.4%) missing valuesMissing
Unnamed: 4 has 51 (41.1%) missing valuesMissing
Unnamed: 5 has 55 (44.4%) missing valuesMissing
Unnamed: 6 has 53 (42.7%) missing valuesMissing
Unnamed: 7 has 55 (44.4%) missing valuesMissing
Unnamed: 8 has 53 (42.7%) missing valuesMissing
Unnamed: 9 has 55 (44.4%) missing valuesMissing
Unnamed: 10 has 53 (42.7%) missing valuesMissing
Unnamed: 11 has 55 (44.4%) missing valuesMissing
Unnamed: 12 has 53 (42.7%) missing valuesMissing
Unnamed: 13 has 55 (44.4%) missing valuesMissing
Unnamed: 14 has 53 (42.7%) missing valuesMissing
Unnamed: 15 has 55 (44.4%) missing valuesMissing
Unnamed: 16 has 53 (42.7%) missing valuesMissing
Unnamed: 17 has 55 (44.4%) missing valuesMissing
Unnamed: 18 has 53 (42.7%) missing valuesMissing
Elementary School has 54 (43.5%) missing valuesMissing
Unnamed: 20 has 53 (42.7%) missing valuesMissing
Unnamed: 21 has 55 (44.4%) missing valuesMissing
Unnamed: 22 has 53 (42.7%) missing valuesMissing
Unnamed: 23 has 55 (44.4%) missing valuesMissing
Unnamed: 24 has 53 (42.7%) missing valuesMissing
Unnamed: 25 has 55 (44.4%) missing valuesMissing
Unnamed: 26 has 53 (42.7%) missing valuesMissing
Unnamed: 27 has 55 (44.4%) missing valuesMissing
Unnamed: 28 has 53 (42.7%) missing valuesMissing
Unnamed: 29 has 55 (44.4%) missing valuesMissing
Unnamed: 30 has 53 (42.7%) missing valuesMissing
Unnamed: 31 has 55 (44.4%) missing valuesMissing
Unnamed: 32 has 53 (42.7%) missing valuesMissing
Unnamed: 33 has 55 (44.4%) missing valuesMissing
Unnamed: 34 has 53 (42.7%) missing valuesMissing
Unnamed: 35 has 55 (44.4%) missing valuesMissing
Unnamed: 36 has 53 (42.7%) missing valuesMissing
Unnamed: 37 has 55 (44.4%) missing valuesMissing
Unnamed: 38 has 53 (42.7%) missing valuesMissing
Unnamed: 39 has 55 (44.4%) missing valuesMissing
Unnamed: 40 has 53 (42.7%) missing valuesMissing
Unnamed: 41 has 55 (44.4%) missing valuesMissing
Unnamed: 44 has 31 (25.0%) missing valuesMissing
Unnamed: 45 has 33 (26.6%) missing valuesMissing
Unnamed: 46 has 29 (23.4%) missing valuesMissing
Unnamed: 47 has 33 (26.6%) missing valuesMissing
Unnamed: 48 has 31 (25.0%) missing valuesMissing
Unnamed: 49 has 33 (26.6%) missing valuesMissing
Unnamed: 50 has 31 (25.0%) missing valuesMissing
Unnamed: 51 has 33 (26.6%) missing valuesMissing
Unnamed: 52 has 31 (25.0%) missing valuesMissing
Unnamed: 53 has 33 (26.6%) missing valuesMissing
Unnamed: 54 has 31 (25.0%) missing valuesMissing
Unnamed: 55 has 33 (26.6%) missing valuesMissing
Unnamed: 56 has 31 (25.0%) missing valuesMissing
Unnamed: 57 has 33 (26.6%) missing valuesMissing
Unnamed: 58 has 31 (25.0%) missing valuesMissing
Unnamed: 59 has 33 (26.6%) missing valuesMissing
Unnamed: 60 has 31 (25.0%) missing valuesMissing
Middle School has 32 (25.8%) missing valuesMissing
Unnamed: 62 has 31 (25.0%) missing valuesMissing
Unnamed: 63 has 33 (26.6%) missing valuesMissing
Unnamed: 64 has 31 (25.0%) missing valuesMissing
Unnamed: 65 has 33 (26.6%) missing valuesMissing
Unnamed: 66 has 31 (25.0%) missing valuesMissing
Unnamed: 67 has 33 (26.6%) missing valuesMissing
Unnamed: 68 has 31 (25.0%) missing valuesMissing
Unnamed: 69 has 33 (26.6%) missing valuesMissing
Unnamed: 70 has 31 (25.0%) missing valuesMissing
Unnamed: 71 has 33 (26.6%) missing valuesMissing
Unnamed: 72 has 31 (25.0%) missing valuesMissing
Unnamed: 73 has 33 (26.6%) missing valuesMissing
Unnamed: 74 has 31 (25.0%) missing valuesMissing
Unnamed: 75 has 33 (26.6%) missing valuesMissing
Unnamed: 76 has 31 (25.0%) missing valuesMissing
Unnamed: 77 has 33 (26.6%) missing valuesMissing
Unnamed: 78 has 31 (25.0%) missing valuesMissing
Unnamed: 79 has 33 (26.6%) missing valuesMissing
Unnamed: 80 has 31 (25.0%) missing valuesMissing
Unnamed: 81 has 33 (26.6%) missing valuesMissing
Unnamed: 82 has 31 (25.0%) missing valuesMissing
Unnamed: 83 has 33 (26.6%) missing valuesMissing
Unnamed: 86 has 17 (13.7%) missing valuesMissing
Unnamed: 87 has 23 (18.5%) missing valuesMissing
Unnamed: 88 has 11 (8.9%) missing valuesMissing
Unnamed: 89 has 23 (18.5%) missing valuesMissing
Unnamed: 90 has 17 (13.7%) missing valuesMissing
Unnamed: 91 has 23 (18.5%) missing valuesMissing
Unnamed: 92 has 17 (13.7%) missing valuesMissing
Unnamed: 93 has 23 (18.5%) missing valuesMissing
Unnamed: 94 has 17 (13.7%) missing valuesMissing
Unnamed: 95 has 23 (18.5%) missing valuesMissing
Unnamed: 96 has 17 (13.7%) missing valuesMissing
Unnamed: 97 has 23 (18.5%) missing valuesMissing
Unnamed: 98 has 17 (13.7%) missing valuesMissing
Unnamed: 99 has 23 (18.5%) missing valuesMissing
Unnamed: 100 has 17 (13.7%) missing valuesMissing
Unnamed: 101 has 23 (18.5%) missing valuesMissing
Unnamed: 102 has 17 (13.7%) missing valuesMissing
High School has 20 (16.1%) missing valuesMissing
Unnamed: 104 has 17 (13.7%) missing valuesMissing
Unnamed: 105 has 23 (18.5%) missing valuesMissing
Unnamed: 106 has 17 (13.7%) missing valuesMissing
Unnamed: 107 has 23 (18.5%) missing valuesMissing
Unnamed: 108 has 17 (13.7%) missing valuesMissing
Unnamed: 109 has 23 (18.5%) missing valuesMissing
Unnamed: 110 has 17 (13.7%) missing valuesMissing
Unnamed: 111 has 23 (18.5%) missing valuesMissing
Unnamed: 112 has 17 (13.7%) missing valuesMissing
Unnamed: 113 has 23 (18.5%) missing valuesMissing
Unnamed: 114 has 17 (13.7%) missing valuesMissing
Unnamed: 115 has 23 (18.5%) missing valuesMissing
Unnamed: 116 has 17 (13.7%) missing valuesMissing
Unnamed: 117 has 23 (18.5%) missing valuesMissing
Unnamed: 118 has 17 (13.7%) missing valuesMissing
Unnamed: 119 has 23 (18.5%) missing valuesMissing
Unnamed: 120 has 17 (13.7%) missing valuesMissing
Unnamed: 121 has 23 (18.5%) missing valuesMissing
Unnamed: 122 has 17 (13.7%) missing valuesMissing
Unnamed: 123 has 23 (18.5%) missing valuesMissing
Unnamed: 124 has 17 (13.7%) missing valuesMissing
Unnamed: 125 has 23 (18.5%) missing valuesMissing
기타학교 has 99 (79.8%) missing valuesMissing
Unnamed: 127 has 103 (83.1%) missing valuesMissing
Unnamed: 128 has 99 (79.8%) missing valuesMissing
Unnamed: 129 has 101 (81.5%) missing valuesMissing
Unnamed: 130 has 97 (78.2%) missing valuesMissing
Unnamed: 131 has 101 (81.5%) missing valuesMissing
Unnamed: 134 has 99 (79.8%) missing valuesMissing
Unnamed: 135 has 101 (81.5%) missing valuesMissing
Unnamed: 136 has 99 (79.8%) missing valuesMissing
Unnamed: 137 has 101 (81.5%) missing valuesMissing
Unnamed: 138 has 99 (79.8%) missing valuesMissing
Unnamed: 142 has 99 (79.8%) missing valuesMissing
Unnamed: 143 has 101 (81.5%) missing valuesMissing
Other Schools has 98 (79.0%) missing valuesMissing
Unnamed: 145 has 101 (81.5%) missing valuesMissing
Unnamed: 158 has 99 (79.8%) missing valuesMissing
Unnamed: 159 has 101 (81.5%) missing valuesMissing
Unnamed: 166 has 99 (79.8%) missing valuesMissing
Unnamed: 167 has 101 (81.5%) missing valuesMissing
Unnamed: 2 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 3 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 4 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 5 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 6 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 7 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 8 is an unsupported type, check if it needs cleaning or further analysisUnsupported
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: 12 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: 16 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
Elementary School 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: 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: 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
Middle School 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: 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
High School 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: 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: 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: 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
Other Schools 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: 158 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 159 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 166 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 167 is an unsupported type, check if it needs cleaning or further analysisUnsupported

Reproduction

Analysis started2024-03-16 04:15:25.798494
Analysis finished2024-03-16 04:15:27.387557
Duration1.59 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

초등학교
Text

MISSING 

Distinct38
Distinct (%)53.5%
Missing53
Missing (%)42.7%
Memory size1.1 KiB
2024-03-16T13:15:27.582090image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length86
Median length2
Mean length4.4366197
Min length2

Characters and Unicode

Total characters315
Distinct characters101
Distinct categories10 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique36 ?
Unique (%)50.7%

Sample

1st row국제결혼가정의 국내출생 자녀(초등학교) Multicultural Students
2nd row구 분
3rd rowClassification
4th row총계
5th row공립
ValueCountFrequency (%)
공립 32
36.0%
사립 3
 
3.4%
포함됨 2
 
2.2%
및 1
 
1.1%
동두천시 1
 
1.1%
김포시 1
 
1.1%
이천시 1
 
1.1%
안성시 1
 
1.1%
여주시 1
 
1.1%
양평군 1
 
1.1%
Other values (45) 45
50.6%
2024-03-16T13:15:28.171297image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
립 35
 
11.1%
공 32
 
10.2%
시 31
 
9.8%
27
 
8.6%
) 10
 
3.2%
( 7
 
2.2%
천 6
 
1.9%
주 6
 
1.9%
양 5
 
1.6%
포 5
 
1.6%
Other values (91) 151
47.9%

Most occurring categories

ValueCountFrequency (%)
Other Letter 221
70.2%
Lowercase Letter 32
 
10.2%
Space Separator 27
 
8.6%
Close Punctuation 10
 
3.2%
Open Punctuation 7
 
2.2%
Uppercase Letter 7
 
2.2%
Control 3
 
1.0%
Math Symbol 3
 
1.0%
Decimal Number 3
 
1.0%
Other Punctuation 2
 
0.6%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
립 35
 
15.8%
공 32
 
14.5%
시 31
 
14.0%
천 6
 
2.7%
주 6
 
2.7%
양 5
 
2.3%
포 5
 
2.3%
국 5
 
2.3%
군 4
 
1.8%
사 3
 
1.4%
Other values (61) 89
40.3%
Lowercase Letter
ValueCountFrequency (%)
t 5
15.6%
i 4
12.5%
u 4
12.5%
l 4
12.5%
s 3
9.4%
a 3
9.4%
c 2
 
6.2%
n 2
 
6.2%
e 1
 
3.1%
f 1
 
3.1%
Other values (3) 3
9.4%
Uppercase Letter
ValueCountFrequency (%)
C 2
28.6%
D 1
14.3%
A 1
14.3%
B 1
14.3%
M 1
14.3%
S 1
14.3%
Decimal Number
ValueCountFrequency (%)
1 1
33.3%
3 1
33.3%
2 1
33.3%
Math Symbol
ValueCountFrequency (%)
+ 2
66.7%
= 1
33.3%
Other Punctuation
ValueCountFrequency (%)
: 1
50.0%
. 1
50.0%
Space Separator
ValueCountFrequency (%)
27
100.0%
Close Punctuation
ValueCountFrequency (%)
) 10
100.0%
Open Punctuation
ValueCountFrequency (%)
( 7
100.0%
Control
ValueCountFrequency (%)
3
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 221
70.2%
Common 55
 
17.5%
Latin 39
 
12.4%

Most frequent character per script

Hangul
ValueCountFrequency (%)
립 35
 
15.8%
공 32
 
14.5%
시 31
 
14.0%
천 6
 
2.7%
주 6
 
2.7%
양 5
 
2.3%
포 5
 
2.3%
국 5
 
2.3%
군 4
 
1.8%
사 3
 
1.4%
Other values (61) 89
40.3%
Latin
ValueCountFrequency (%)
t 5
12.8%
i 4
10.3%
u 4
10.3%
l 4
10.3%
s 3
 
7.7%
a 3
 
7.7%
c 2
 
5.1%
n 2
 
5.1%
C 2
 
5.1%
D 1
 
2.6%
Other values (9) 9
23.1%
Common
ValueCountFrequency (%)
27
49.1%
) 10
 
18.2%
( 7
 
12.7%
3
 
5.5%
+ 2
 
3.6%
: 1
 
1.8%
= 1
 
1.8%
1 1
 
1.8%
3 1
 
1.8%
2 1
 
1.8%

Most occurring blocks

ValueCountFrequency (%)
Hangul 221
70.2%
ASCII 94
29.8%

Most frequent character per block

Hangul
ValueCountFrequency (%)
립 35
 
15.8%
공 32
 
14.5%
시 31
 
14.0%
천 6
 
2.7%
주 6
 
2.7%
양 5
 
2.3%
포 5
 
2.3%
국 5
 
2.3%
군 4
 
1.8%
사 3
 
1.4%
Other values (61) 89
40.3%
ASCII
ValueCountFrequency (%)
27
28.7%
) 10
 
10.6%
( 7
 
7.4%
t 5
 
5.3%
i 4
 
4.3%
u 4
 
4.3%
l 4
 
4.3%
s 3
 
3.2%
a 3
 
3.2%
3
 
3.2%
Other values (20) 24
25.5%

Unnamed: 1
Text

MISSING 

Distinct34
Distinct (%)50.7%
Missing57
Missing (%)46.0%
Memory size1.1 KiB
2024-03-16T13:15:28.485250image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length11
Median length6
Mean length6.4626866
Min length4

Characters and Unicode

Total characters433
Distinct characters36
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique32 ?
Unique (%)47.8%

Sample

1st rowTotal
2nd rowPublic
3rd rowPrivate
4th rowSuwon
5th rowPublic
ValueCountFrequency (%)
public 32
47.8%
private 3
 
4.5%
uijeongbu 1
 
1.5%
gapyeong 1
 
1.5%
pocheon 1
 
1.5%
yangju 1
 
1.5%
dongducheon 1
 
1.5%
paju 1
 
1.5%
hanam 1
 
1.5%
namyangju 1
 
1.5%
Other values (24) 24
35.8%
2024-03-16T13:15:29.079291image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
u 44
10.2%
i 42
9.7%
c 39
 
9.0%
P 38
 
8.8%
n 36
 
8.3%
b 33
 
7.6%
l 33
 
7.6%
o 24
 
5.5%
a 23
 
5.3%
g 20
 
4.6%
Other values (26) 101
23.3%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 366
84.5%
Uppercase Letter 66
 
15.2%
Dash Punctuation 1
 
0.2%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
u 44
12.0%
i 42
11.5%
c 39
10.7%
n 36
9.8%
b 33
9.0%
l 33
9.0%
o 24
6.6%
a 23
6.3%
g 20
 
5.5%
e 18
 
4.9%
Other values (12) 54
14.8%
Uppercase Letter
ValueCountFrequency (%)
P 38
57.6%
G 7
 
10.6%
Y 5
 
7.6%
A 3
 
4.5%
S 3
 
4.5%
H 2
 
3.0%
U 2
 
3.0%
O 1
 
1.5%
T 1
 
1.5%
B 1
 
1.5%
Other values (3) 3
 
4.5%
Dash Punctuation
ValueCountFrequency (%)
- 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 432
99.8%
Common 1
 
0.2%

Most frequent character per script

Latin
ValueCountFrequency (%)
u 44
10.2%
i 42
9.7%
c 39
 
9.0%
P 38
 
8.8%
n 36
 
8.3%
b 33
 
7.6%
l 33
 
7.6%
o 24
 
5.6%
a 23
 
5.3%
g 20
 
4.6%
Other values (25) 100
23.1%
Common
ValueCountFrequency (%)
- 1
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 433
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
u 44
10.2%
i 42
9.7%
c 39
 
9.0%
P 38
 
8.8%
n 36
 
8.3%
b 33
 
7.6%
l 33
 
7.6%
o 24
 
5.5%
a 23
 
5.3%
g 20
 
4.6%
Other values (26) 101
23.3%

Unnamed: 2
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing53
Missing (%)42.7%
Memory size1.1 KiB

Unnamed: 3
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing55
Missing (%)44.4%
Memory size1.1 KiB

Unnamed: 4
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing51
Missing (%)41.1%
Memory size1.1 KiB

Unnamed: 5
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing55
Missing (%)44.4%
Memory size1.1 KiB

Unnamed: 6
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing53
Missing (%)42.7%
Memory size1.1 KiB

Unnamed: 7
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing55
Missing (%)44.4%
Memory size1.1 KiB

Unnamed: 8
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing53
Missing (%)42.7%
Memory size1.1 KiB

Unnamed: 9
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing55
Missing (%)44.4%
Memory size1.1 KiB

Unnamed: 10
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing53
Missing (%)42.7%
Memory size1.1 KiB

Unnamed: 11
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing55
Missing (%)44.4%
Memory size1.1 KiB

Unnamed: 12
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing53
Missing (%)42.7%
Memory size1.1 KiB

Unnamed: 13
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing55
Missing (%)44.4%
Memory size1.1 KiB

Unnamed: 14
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing53
Missing (%)42.7%
Memory size1.1 KiB

Unnamed: 15
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing55
Missing (%)44.4%
Memory size1.1 KiB

Unnamed: 16
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing53
Missing (%)42.7%
Memory size1.1 KiB

Unnamed: 17
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing55
Missing (%)44.4%
Memory size1.1 KiB

Unnamed: 18
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing53
Missing (%)42.7%
Memory size1.1 KiB

Elementary School
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing54
Missing (%)43.5%
Memory size1.1 KiB

Unnamed: 20
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing53
Missing (%)42.7%
Memory size1.1 KiB

Unnamed: 21
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing55
Missing (%)44.4%
Memory size1.1 KiB

Unnamed: 22
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing53
Missing (%)42.7%
Memory size1.1 KiB

Unnamed: 23
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing55
Missing (%)44.4%
Memory size1.1 KiB

Unnamed: 24
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing53
Missing (%)42.7%
Memory size1.1 KiB

Unnamed: 25
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing55
Missing (%)44.4%
Memory size1.1 KiB

Unnamed: 26
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing53
Missing (%)42.7%
Memory size1.1 KiB

Unnamed: 27
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing55
Missing (%)44.4%
Memory size1.1 KiB

Unnamed: 28
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing53
Missing (%)42.7%
Memory size1.1 KiB

Unnamed: 29
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing55
Missing (%)44.4%
Memory size1.1 KiB

Unnamed: 30
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing53
Missing (%)42.7%
Memory size1.1 KiB

Unnamed: 31
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing55
Missing (%)44.4%
Memory size1.1 KiB

Unnamed: 32
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing53
Missing (%)42.7%
Memory size1.1 KiB

Unnamed: 33
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing55
Missing (%)44.4%
Memory size1.1 KiB

Unnamed: 34
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing53
Missing (%)42.7%
Memory size1.1 KiB

Unnamed: 35
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing55
Missing (%)44.4%
Memory size1.1 KiB

Unnamed: 36
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing53
Missing (%)42.7%
Memory size1.1 KiB

Unnamed: 37
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing55
Missing (%)44.4%
Memory size1.1 KiB

Unnamed: 38
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing53
Missing (%)42.7%
Memory size1.1 KiB

Unnamed: 39
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing55
Missing (%)44.4%
Memory size1.1 KiB

Unnamed: 40
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing53
Missing (%)42.7%
Memory size1.1 KiB

Unnamed: 41
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing55
Missing (%)44.4%
Memory size1.1 KiB

중학교
Categorical

Distinct39
Distinct (%)31.5%
Missing0
Missing (%)0.0%
Memory size1.1 KiB
공립
32 
<NA>
31 
사립
25 
평택시
 
1
광명시
 
1
Other values (34)
34 

Length

Max length88
Median length43
Mean length3.9032258
Min length2

Unique

Unique36 ?
Unique (%)29.0%

Sample

1st row국제결혼가정의 국내출생 자녀(중학교) Multicultural Students
2nd row<NA>
3rd row구 분
4th rowClassification
5th row<NA>

Common Values

ValueCountFrequency (%)
공립 32
25.8%
<NA> 31
25.0%
사립 25
20.2%
평택시 1
 
0.8%
광명시 1
 
0.8%
안양시 1
 
0.8%
구 분 1
 
0.8%
Classification 1
 
0.8%
총계 1
 
0.8%
수원시 1
 
0.8%
Other values (29) 29
23.4%

Length

2024-03-16T13:15:29.360489image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
공립 32
22.5%
na 31
21.8%
사립 25
17.6%
포함됨 2
 
1.4%
양주시 1
 
0.7%
김포시 1
 
0.7%
이천시 1
 
0.7%
안성시 1
 
0.7%
여주시 1
 
0.7%
양평군 1
 
0.7%
Other values (46) 46
32.4%

Unnamed: 43
Categorical

Distinct35
Distinct (%)28.2%
Missing0
Missing (%)0.0%
Memory size1.1 KiB
<NA>
35 
Public
32 
Private
25 
Suwon
 
1
Seongnam
 
1
Other values (30)
30 

Length

Max length11
Median length10
Mean length5.8629032
Min length4

Unique

Unique32 ?
Unique (%)25.8%

Sample

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

Common Values

ValueCountFrequency (%)
<NA> 35
28.2%
Public 32
25.8%
Private 25
20.2%
Suwon 1
 
0.8%
Seongnam 1
 
0.8%
Bucheon 1
 
0.8%
Anyang 1
 
0.8%
Gwacheon 1
 
0.8%
Ansan 1
 
0.8%
Gwangju 1
 
0.8%
Other values (25) 25
20.2%

Length

2024-03-16T13:15:29.679692image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
na 35
28.2%
public 32
25.8%
private 25
20.2%
guri-si 1
 
0.8%
icheon 1
 
0.8%
anseong 1
 
0.8%
yeoju 1
 
0.8%
yangpyeong 1
 
0.8%
goyang 1
 
0.8%
gwangmyong 1
 
0.8%
Other values (25) 25
20.2%

Unnamed: 44
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing31
Missing (%)25.0%
Memory size1.1 KiB

Unnamed: 45
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing33
Missing (%)26.6%
Memory size1.1 KiB

Unnamed: 46
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing29
Missing (%)23.4%
Memory size1.1 KiB

Unnamed: 47
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing33
Missing (%)26.6%
Memory size1.1 KiB

Unnamed: 48
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing31
Missing (%)25.0%
Memory size1.1 KiB

Unnamed: 49
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing33
Missing (%)26.6%
Memory size1.1 KiB

Unnamed: 50
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing31
Missing (%)25.0%
Memory size1.1 KiB

Unnamed: 51
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing33
Missing (%)26.6%
Memory size1.1 KiB

Unnamed: 52
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing31
Missing (%)25.0%
Memory size1.1 KiB

Unnamed: 53
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing33
Missing (%)26.6%
Memory size1.1 KiB

Unnamed: 54
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing31
Missing (%)25.0%
Memory size1.1 KiB

Unnamed: 55
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing33
Missing (%)26.6%
Memory size1.1 KiB

Unnamed: 56
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing31
Missing (%)25.0%
Memory size1.1 KiB

Unnamed: 57
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing33
Missing (%)26.6%
Memory size1.1 KiB

Unnamed: 58
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing31
Missing (%)25.0%
Memory size1.1 KiB

Unnamed: 59
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing33
Missing (%)26.6%
Memory size1.1 KiB

Unnamed: 60
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing31
Missing (%)25.0%
Memory size1.1 KiB

Middle School
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing32
Missing (%)25.8%
Memory size1.1 KiB

Unnamed: 62
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing31
Missing (%)25.0%
Memory size1.1 KiB

Unnamed: 63
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing33
Missing (%)26.6%
Memory size1.1 KiB

Unnamed: 64
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing31
Missing (%)25.0%
Memory size1.1 KiB

Unnamed: 65
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing33
Missing (%)26.6%
Memory size1.1 KiB

Unnamed: 66
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing31
Missing (%)25.0%
Memory size1.1 KiB

Unnamed: 67
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing33
Missing (%)26.6%
Memory size1.1 KiB

Unnamed: 68
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing31
Missing (%)25.0%
Memory size1.1 KiB

Unnamed: 69
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing33
Missing (%)26.6%
Memory size1.1 KiB

Unnamed: 70
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing31
Missing (%)25.0%
Memory size1.1 KiB

Unnamed: 71
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing33
Missing (%)26.6%
Memory size1.1 KiB

Unnamed: 72
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing31
Missing (%)25.0%
Memory size1.1 KiB

Unnamed: 73
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing33
Missing (%)26.6%
Memory size1.1 KiB

Unnamed: 74
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing31
Missing (%)25.0%
Memory size1.1 KiB

Unnamed: 75
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing33
Missing (%)26.6%
Memory size1.1 KiB

Unnamed: 76
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing31
Missing (%)25.0%
Memory size1.1 KiB

Unnamed: 77
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing33
Missing (%)26.6%
Memory size1.1 KiB

Unnamed: 78
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing31
Missing (%)25.0%
Memory size1.1 KiB

Unnamed: 79
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing33
Missing (%)26.6%
Memory size1.1 KiB

Unnamed: 80
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing31
Missing (%)25.0%
Memory size1.1 KiB

Unnamed: 81
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing33
Missing (%)26.6%
Memory size1.1 KiB

Unnamed: 82
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing31
Missing (%)25.0%
Memory size1.1 KiB

Unnamed: 83
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing33
Missing (%)26.6%
Memory size1.1 KiB

고등학교
Categorical

Distinct41
Distinct (%)33.1%
Missing0
Missing (%)0.0%
Memory size1.1 KiB
공립
32 
사립
31 
<NA>
17 
구 분
 
3
Classification
 
3
Other values (36)
38 

Length

Max length88
Median length2
Mean length4.6532258
Min length2

Unique

Unique34 ?
Unique (%)27.4%

Sample

1st row국제결혼가정의 국내출생 자녀(고등학교) Multicultural Students
2nd row<NA>
3rd row구 분
4th rowClassification
5th row<NA>

Common Values

ValueCountFrequency (%)
공립 32
25.8%
사립 31
25.0%
<NA> 17
13.7%
구 분 3
 
2.4%
Classification 3
 
2.4%
5 - 11.다 문 화 학 생 현 황 (1) Multicultural Students 2
 
1.6%
고등학교 2
 
1.6%
용인시 1
 
0.8%
오산시 1
 
0.8%
화성시 1
 
0.8%
Other values (31) 31
25.0%

Length

2024-03-16T13:15:29.952709image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
공립 32
19.3%
사립 31
18.7%
na 17
 
10.2%
구 3
 
1.8%
분 3
 
1.8%
classification 3
 
1.8%
3
 
1.8%
students 3
 
1.8%
multicultural 3
 
1.8%
1 3
 
1.8%
Other values (55) 65
39.2%

Unnamed: 85
Categorical

Distinct35
Distinct (%)28.2%
Missing0
Missing (%)0.0%
Memory size1.1 KiB
Public
32 
Private
31 
<NA>
29 
Suwon
 
1
Seongnam
 
1
Other values (30)
30 

Length

Max length11
Median length10
Mean length6.0080645
Min length4

Unique

Unique32 ?
Unique (%)25.8%

Sample

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

Common Values

ValueCountFrequency (%)
Public 32
25.8%
Private 31
25.0%
<NA> 29
23.4%
Suwon 1
 
0.8%
Seongnam 1
 
0.8%
Bucheon 1
 
0.8%
Anyang 1
 
0.8%
Gwacheon 1
 
0.8%
Ansan 1
 
0.8%
Gwangju 1
 
0.8%
Other values (25) 25
20.2%

Length

2024-03-16T13:15:30.274592image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
public 32
25.8%
private 31
25.0%
na 29
23.4%
guri-si 1
 
0.8%
icheon 1
 
0.8%
anseong 1
 
0.8%
yeoju 1
 
0.8%
yangpyeong 1
 
0.8%
goyang 1
 
0.8%
gwangmyong 1
 
0.8%
Other values (25) 25
20.2%

Unnamed: 86
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing17
Missing (%)13.7%
Memory size1.1 KiB

Unnamed: 87
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing23
Missing (%)18.5%
Memory size1.1 KiB

Unnamed: 88
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing11
Missing (%)8.9%
Memory size1.1 KiB

Unnamed: 89
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing23
Missing (%)18.5%
Memory size1.1 KiB

Unnamed: 90
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing17
Missing (%)13.7%
Memory size1.1 KiB

Unnamed: 91
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing23
Missing (%)18.5%
Memory size1.1 KiB

Unnamed: 92
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing17
Missing (%)13.7%
Memory size1.1 KiB

Unnamed: 93
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing23
Missing (%)18.5%
Memory size1.1 KiB

Unnamed: 94
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing17
Missing (%)13.7%
Memory size1.1 KiB

Unnamed: 95
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing23
Missing (%)18.5%
Memory size1.1 KiB

Unnamed: 96
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing17
Missing (%)13.7%
Memory size1.1 KiB

Unnamed: 97
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing23
Missing (%)18.5%
Memory size1.1 KiB

Unnamed: 98
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing17
Missing (%)13.7%
Memory size1.1 KiB

Unnamed: 99
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing23
Missing (%)18.5%
Memory size1.1 KiB

Unnamed: 100
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing17
Missing (%)13.7%
Memory size1.1 KiB

Unnamed: 101
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing23
Missing (%)18.5%
Memory size1.1 KiB

Unnamed: 102
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing17
Missing (%)13.7%
Memory size1.1 KiB

High School
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing20
Missing (%)16.1%
Memory size1.1 KiB

Unnamed: 104
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing17
Missing (%)13.7%
Memory size1.1 KiB

Unnamed: 105
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing23
Missing (%)18.5%
Memory size1.1 KiB

Unnamed: 106
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing17
Missing (%)13.7%
Memory size1.1 KiB

Unnamed: 107
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing23
Missing (%)18.5%
Memory size1.1 KiB

Unnamed: 108
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing17
Missing (%)13.7%
Memory size1.1 KiB

Unnamed: 109
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing23
Missing (%)18.5%
Memory size1.1 KiB

Unnamed: 110
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing17
Missing (%)13.7%
Memory size1.1 KiB

Unnamed: 111
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing23
Missing (%)18.5%
Memory size1.1 KiB

Unnamed: 112
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing17
Missing (%)13.7%
Memory size1.1 KiB

Unnamed: 113
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing23
Missing (%)18.5%
Memory size1.1 KiB

Unnamed: 114
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing17
Missing (%)13.7%
Memory size1.1 KiB

Unnamed: 115
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing23
Missing (%)18.5%
Memory size1.1 KiB

Unnamed: 116
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing17
Missing (%)13.7%
Memory size1.1 KiB

Unnamed: 117
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing23
Missing (%)18.5%
Memory size1.1 KiB

Unnamed: 118
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing17
Missing (%)13.7%
Memory size1.1 KiB

Unnamed: 119
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing23
Missing (%)18.5%
Memory size1.1 KiB

Unnamed: 120
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing17
Missing (%)13.7%
Memory size1.1 KiB

Unnamed: 121
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing23
Missing (%)18.5%
Memory size1.1 KiB

Unnamed: 122
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing17
Missing (%)13.7%
Memory size1.1 KiB

Unnamed: 123
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing23
Missing (%)18.5%
Memory size1.1 KiB

Unnamed: 124
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing17
Missing (%)13.7%
Memory size1.1 KiB

Unnamed: 125
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing23
Missing (%)18.5%
Memory size1.1 KiB

기타학교
Text

MISSING 

Distinct16
Distinct (%)64.0%
Missing99
Missing (%)79.8%
Memory size1.1 KiB
2024-03-16T13:15:30.611474image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length88
Median length44
Mean length8
Min length2

Characters and Unicode

Total characters200
Distinct characters84
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

Unique14 ?
Unique (%)56.0%

Sample

1st row국제결혼가정의 국내출장 자녀(기타학교) Multicultural Students
2nd row구 분
3rd rowClassification
4th row총계
5th row공립
ValueCountFrequency (%)
사립 8
 
18.6%
공립 3
 
7.0%
포함됨 2
 
4.7%
및 1
 
2.3%
러시아 1
 
2.3%
고려인은 1
 
2.3%
3 1
 
2.3%
중국(한국계)에 1
 
2.3%
자녀(기타학교 1
 
2.3%
2 1
 
2.3%
Other values (23) 23
53.5%
2024-03-16T13:15:31.090086image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
27
 
13.5%
립 11
 
5.5%
시 10
 
5.0%
) 10
 
5.0%
사 8
 
4.0%
( 7
 
3.5%
국 5
 
2.5%
t 5
 
2.5%
l 4
 
2.0%
i 4
 
2.0%
Other values (74) 109
54.5%

Most occurring categories

ValueCountFrequency (%)
Other Letter 104
52.0%
Lowercase Letter 32
 
16.0%
Space Separator 28
 
14.0%
Close Punctuation 10
 
5.0%
Open Punctuation 7
 
3.5%
Uppercase Letter 7
 
3.5%
Control 3
 
1.5%
Math Symbol 3
 
1.5%
Other Punctuation 3
 
1.5%
Decimal Number 3
 
1.5%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
립 11
 
10.6%
시 10
 
9.6%
사 8
 
7.7%
국 5
 
4.8%
아 3
 
2.9%
공 3
 
2.9%
계 3
 
2.9%
양 2
 
1.9%
은 2
 
1.9%
중 2
 
1.9%
Other values (43) 55
52.9%
Lowercase Letter
ValueCountFrequency (%)
t 5
15.6%
l 4
12.5%
i 4
12.5%
u 4
12.5%
a 3
9.4%
s 3
9.4%
c 2
 
6.2%
n 2
 
6.2%
e 1
 
3.1%
d 1
 
3.1%
Other values (3) 3
9.4%
Uppercase Letter
ValueCountFrequency (%)
C 2
28.6%
S 1
14.3%
D 1
14.3%
B 1
14.3%
A 1
14.3%
M 1
14.3%
Decimal Number
ValueCountFrequency (%)
1 1
33.3%
2 1
33.3%
3 1
33.3%
Space Separator
ValueCountFrequency (%)
27
96.4%
  1
 
3.6%
Math Symbol
ValueCountFrequency (%)
+ 2
66.7%
= 1
33.3%
Other Punctuation
ValueCountFrequency (%)
. 2
66.7%
: 1
33.3%
Close Punctuation
ValueCountFrequency (%)
) 10
100.0%
Open Punctuation
ValueCountFrequency (%)
( 7
100.0%
Control
ValueCountFrequency (%)
3
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 104
52.0%
Common 57
28.5%
Latin 39
 
19.5%

Most frequent character per script

Hangul
ValueCountFrequency (%)
립 11
 
10.6%
시 10
 
9.6%
사 8
 
7.7%
국 5
 
4.8%
아 3
 
2.9%
공 3
 
2.9%
계 3
 
2.9%
양 2
 
1.9%
은 2
 
1.9%
중 2
 
1.9%
Other values (43) 55
52.9%
Latin
ValueCountFrequency (%)
t 5
12.8%
l 4
10.3%
i 4
10.3%
u 4
10.3%
a 3
 
7.7%
s 3
 
7.7%
c 2
 
5.1%
n 2
 
5.1%
C 2
 
5.1%
S 1
 
2.6%
Other values (9) 9
23.1%
Common
ValueCountFrequency (%)
27
47.4%
) 10
 
17.5%
( 7
 
12.3%
3
 
5.3%
+ 2
 
3.5%
. 2
 
3.5%
1 1
 
1.8%
: 1
 
1.8%
= 1
 
1.8%
  1
 
1.8%
Other values (2) 2
 
3.5%

Most occurring blocks

ValueCountFrequency (%)
Hangul 104
52.0%
ASCII 95
47.5%
None 1
 
0.5%

Most frequent character per block

ASCII
ValueCountFrequency (%)
27
28.4%
) 10
 
10.5%
( 7
 
7.4%
t 5
 
5.3%
l 4
 
4.2%
i 4
 
4.2%
u 4
 
4.2%
a 3
 
3.2%
s 3
 
3.2%
3
 
3.2%
Other values (20) 25
26.3%
Hangul
ValueCountFrequency (%)
립 11
 
10.6%
시 10
 
9.6%
사 8
 
7.7%
국 5
 
4.8%
아 3
 
2.9%
공 3
 
2.9%
계 3
 
2.9%
양 2
 
1.9%
은 2
 
1.9%
중 2
 
1.9%
Other values (43) 55
52.9%
None
ValueCountFrequency (%)
  1
100.0%

Unnamed: 127
Text

MISSING 

Distinct12
Distinct (%)57.1%
Missing103
Missing (%)83.1%
Memory size1.1 KiB
2024-03-16T13:15:31.350187image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length9
Median length7
Mean length6.8095238
Min length5

Characters and Unicode

Total characters143
Distinct characters26
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique10 ?
Unique (%)47.6%

Sample

1st rowTotal
2nd rowPublic
3rd rowPrivate
4th rowSeongnam
5th rowPrivate
ValueCountFrequency (%)
private 8
38.1%
public 3
 
14.3%
total 1
 
4.8%
seongnam 1
 
4.8%
yongin 1
 
4.8%
siheung 1
 
4.8%
anseong 1
 
4.8%
goyang 1
 
4.8%
guri-si 1
 
4.8%
yangju 1
 
4.8%
Other values (2) 2
 
9.5%
2024-03-16T13:15:31.857478image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
i 15
10.5%
e 14
 
9.8%
a 13
 
9.1%
n 12
 
8.4%
P 11
 
7.7%
t 9
 
6.3%
r 9
 
6.3%
o 8
 
5.6%
v 8
 
5.6%
g 8
 
5.6%
Other values (16) 36
25.2%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 122
85.3%
Uppercase Letter 20
 
14.0%
Dash Punctuation 1
 
0.7%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
i 15
12.3%
e 14
11.5%
a 13
10.7%
n 12
9.8%
t 9
7.4%
r 9
7.4%
o 8
 
6.6%
v 8
 
6.6%
g 8
 
6.6%
u 6
 
4.9%
Other values (9) 20
16.4%
Uppercase Letter
ValueCountFrequency (%)
P 11
55.0%
Y 3
 
15.0%
G 2
 
10.0%
S 2
 
10.0%
A 1
 
5.0%
T 1
 
5.0%
Dash Punctuation
ValueCountFrequency (%)
- 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 142
99.3%
Common 1
 
0.7%

Most frequent character per script

Latin
ValueCountFrequency (%)
i 15
10.6%
e 14
 
9.9%
a 13
 
9.2%
n 12
 
8.5%
P 11
 
7.7%
t 9
 
6.3%
r 9
 
6.3%
o 8
 
5.6%
v 8
 
5.6%
g 8
 
5.6%
Other values (15) 35
24.6%
Common
ValueCountFrequency (%)
- 1
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 143
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
i 15
10.5%
e 14
 
9.8%
a 13
 
9.1%
n 12
 
8.4%
P 11
 
7.7%
t 9
 
6.3%
r 9
 
6.3%
o 8
 
5.6%
v 8
 
5.6%
g 8
 
5.6%
Other values (16) 36
25.2%

Unnamed: 128
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing99
Missing (%)79.8%
Memory size1.1 KiB

Unnamed: 129
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing101
Missing (%)81.5%
Memory size1.1 KiB

Unnamed: 130
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing97
Missing (%)78.2%
Memory size1.1 KiB

Unnamed: 131
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing101
Missing (%)81.5%
Memory size1.1 KiB

Unnamed: 132
Categorical

IMBALANCE 

Distinct6
Distinct (%)4.8%
Missing0
Missing (%)0.0%
Memory size1.1 KiB
<NA>
99 
-
21 
일본
 
1
Japan
 
1
계
 
1

Length

Max length5
Median length4
Mean length3.4354839
Min length1

Unique

Unique4 ?
Unique (%)3.2%

Sample

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

Common Values

ValueCountFrequency (%)
<NA> 99
79.8%
- 21
 
16.9%
일본 1
 
0.8%
Japan 1
 
0.8%
계 1
 
0.8%
T 1
 
0.8%

Length

2024-03-16T13:15:32.114776image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-16T13:15:32.372104image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 99
79.8%
21
 
16.9%
일본 1
 
0.8%
japan 1
 
0.8%
계 1
 
0.8%
t 1
 
0.8%

Unnamed: 133
Categorical

IMBALANCE 

Distinct4
Distinct (%)3.2%
Missing0
Missing (%)0.0%
Memory size1.1 KiB
<NA>
101 
-
21 
여자
 
1
F
 
1

Length

Max length4
Median length4
Mean length3.4516129
Min length1

Unique

Unique2 ?
Unique (%)1.6%

Sample

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

Common Values

ValueCountFrequency (%)
<NA> 101
81.5%
- 21
 
16.9%
여자 1
 
0.8%
F 1
 
0.8%

Length

2024-03-16T13:15:32.567230image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-16T13:15:32.719963image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 101
81.5%
21
 
16.9%
여자 1
 
0.8%
f 1
 
0.8%

Unnamed: 134
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing99
Missing (%)79.8%
Memory size1.1 KiB

Unnamed: 135
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing101
Missing (%)81.5%
Memory size1.1 KiB

Unnamed: 136
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing99
Missing (%)79.8%
Memory size1.1 KiB

Unnamed: 137
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing101
Missing (%)81.5%
Memory size1.1 KiB

Unnamed: 138
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing99
Missing (%)79.8%
Memory size1.1 KiB

Unnamed: 139
Categorical

IMBALANCE 

Distinct4
Distinct (%)3.2%
Missing0
Missing (%)0.0%
Memory size1.1 KiB
<NA>
101 
-
21 
여자
 
1
F
 
1

Length

Max length4
Median length4
Mean length3.4516129
Min length1

Unique

Unique2 ?
Unique (%)1.6%

Sample

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

Common Values

ValueCountFrequency (%)
<NA> 101
81.5%
- 21
 
16.9%
여자 1
 
0.8%
F 1
 
0.8%

Length

2024-03-16T13:15:32.914657image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-16T13:15:33.128983image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 101
81.5%
21
 
16.9%
여자 1
 
0.8%
f 1
 
0.8%

Unnamed: 140
Categorical

IMBALANCE 

Distinct6
Distinct (%)4.8%
Missing0
Missing (%)0.0%
Memory size1.1 KiB
<NA>
99 
-
21 
몽골
 
1
Mongolia
 
1
계
 
1

Length

Max length8
Median length4
Mean length3.4596774
Min length1

Unique

Unique4 ?
Unique (%)3.2%

Sample

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

Common Values

ValueCountFrequency (%)
<NA> 99
79.8%
- 21
 
16.9%
몽골 1
 
0.8%
Mongolia 1
 
0.8%
계 1
 
0.8%
T 1
 
0.8%

Length

2024-03-16T13:15:33.393125image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-16T13:15:33.650118image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 99
79.8%
21
 
16.9%
몽골 1
 
0.8%
mongolia 1
 
0.8%
계 1
 
0.8%
t 1
 
0.8%

Unnamed: 141
Categorical

IMBALANCE 

Distinct4
Distinct (%)3.2%
Missing0
Missing (%)0.0%
Memory size1.1 KiB
<NA>
101 
-
21 
여자
 
1
F
 
1

Length

Max length4
Median length4
Mean length3.4516129
Min length1

Unique

Unique2 ?
Unique (%)1.6%

Sample

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

Common Values

ValueCountFrequency (%)
<NA> 101
81.5%
- 21
 
16.9%
여자 1
 
0.8%
F 1
 
0.8%

Length

2024-03-16T13:15:33.904525image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-16T13:15:34.128662image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 101
81.5%
21
 
16.9%
여자 1
 
0.8%
f 1
 
0.8%

Unnamed: 142
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing99
Missing (%)79.8%
Memory size1.1 KiB

Unnamed: 143
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing101
Missing (%)81.5%
Memory size1.1 KiB

Other Schools
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing98
Missing (%)79.0%
Memory size1.1 KiB

Unnamed: 145
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing101
Missing (%)81.5%
Memory size1.1 KiB

Unnamed: 146
Categorical

IMBALANCE 

Distinct6
Distinct (%)4.8%
Missing0
Missing (%)0.0%
Memory size1.1 KiB
<NA>
99 
-
21 
태국
 
1
Thailand
 
1
계
 
1

Length

Max length8
Median length4
Mean length3.4596774
Min length1

Unique

Unique4 ?
Unique (%)3.2%

Sample

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

Common Values

ValueCountFrequency (%)
<NA> 99
79.8%
- 21
 
16.9%
태국 1
 
0.8%
Thailand 1
 
0.8%
계 1
 
0.8%
T 1
 
0.8%

Length

2024-03-16T13:15:34.410448image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-16T13:15:34.659190image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 99
79.8%
21
 
16.9%
태국 1
 
0.8%
thailand 1
 
0.8%
계 1
 
0.8%
t 1
 
0.8%

Unnamed: 147
Categorical

IMBALANCE 

Distinct4
Distinct (%)3.2%
Missing0
Missing (%)0.0%
Memory size1.1 KiB
<NA>
101 
-
21 
여자
 
1
F
 
1

Length

Max length4
Median length4
Mean length3.4516129
Min length1

Unique

Unique2 ?
Unique (%)1.6%

Sample

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

Common Values

ValueCountFrequency (%)
<NA> 101
81.5%
- 21
 
16.9%
여자 1
 
0.8%
F 1
 
0.8%

Length

2024-03-16T13:15:34.902261image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-16T13:15:35.076008image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 101
81.5%
21
 
16.9%
여자 1
 
0.8%
f 1
 
0.8%

Unnamed: 148
Categorical

IMBALANCE 

Distinct6
Distinct (%)4.8%
Missing0
Missing (%)0.0%
Memory size1.1 KiB
<NA>
99 
-
21 
캄보디아
 
1
Cambodia
 
1
계
 
1

Length

Max length8
Median length4
Mean length3.4758065
Min length1

Unique

Unique4 ?
Unique (%)3.2%

Sample

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

Common Values

ValueCountFrequency (%)
<NA> 99
79.8%
- 21
 
16.9%
캄보디아 1
 
0.8%
Cambodia 1
 
0.8%
계 1
 
0.8%
T 1
 
0.8%

Length

2024-03-16T13:15:35.260412image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-16T13:15:35.446431image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 99
79.8%
21
 
16.9%
캄보디아 1
 
0.8%
cambodia 1
 
0.8%
계 1
 
0.8%
t 1
 
0.8%

Unnamed: 149
Categorical

IMBALANCE 

Distinct4
Distinct (%)3.2%
Missing0
Missing (%)0.0%
Memory size1.1 KiB
<NA>
101 
-
21 
여자
 
1
F
 
1

Length

Max length4
Median length4
Mean length3.4516129
Min length1

Unique

Unique2 ?
Unique (%)1.6%

Sample

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

Common Values

ValueCountFrequency (%)
<NA> 101
81.5%
- 21
 
16.9%
여자 1
 
0.8%
F 1
 
0.8%

Length

2024-03-16T13:15:35.643568image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-16T13:15:35.859982image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 101
81.5%
21
 
16.9%
여자 1
 
0.8%
f 1
 
0.8%

Unnamed: 150
Categorical

IMBALANCE 

Distinct6
Distinct (%)4.8%
Missing0
Missing (%)0.0%
Memory size1.1 KiB
<NA>
99 
-
21 
인도네시아
 
1
Indonesia
 
1
계
 
1

Length

Max length9
Median length4
Mean length3.4919355
Min length1

Unique

Unique4 ?
Unique (%)3.2%

Sample

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

Common Values

ValueCountFrequency (%)
<NA> 99
79.8%
- 21
 
16.9%
인도네시아 1
 
0.8%
Indonesia 1
 
0.8%
계 1
 
0.8%
T 1
 
0.8%

Length

2024-03-16T13:15:36.071350image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-16T13:15:36.258661image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 99
79.8%
21
 
16.9%
인도네시아 1
 
0.8%
indonesia 1
 
0.8%
계 1
 
0.8%
t 1
 
0.8%

Unnamed: 151
Categorical

IMBALANCE 

Distinct4
Distinct (%)3.2%
Missing0
Missing (%)0.0%
Memory size1.1 KiB
<NA>
101 
-
21 
여자
 
1
F
 
1

Length

Max length4
Median length4
Mean length3.4516129
Min length1

Unique

Unique2 ?
Unique (%)1.6%

Sample

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

Common Values

ValueCountFrequency (%)
<NA> 101
81.5%
- 21
 
16.9%
여자 1
 
0.8%
F 1
 
0.8%

Length

2024-03-16T13:15:36.489273image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-16T13:15:36.776448image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 101
81.5%
21
 
16.9%
여자 1
 
0.8%
f 1
 
0.8%

Unnamed: 152
Categorical

IMBALANCE 

Distinct6
Distinct (%)4.8%
Missing0
Missing (%)0.0%
Memory size1.1 KiB
<NA>
99 
-
21 
중앙아시아
 
1
Central Asia
 
1
계
 
1

Length

Max length12
Median length4
Mean length3.516129
Min length1

Unique

Unique4 ?
Unique (%)3.2%

Sample

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

Common Values

ValueCountFrequency (%)
<NA> 99
79.8%
- 21
 
16.9%
중앙아시아 1
 
0.8%
Central Asia 1
 
0.8%
계 1
 
0.8%
T 1
 
0.8%

Length

2024-03-16T13:15:37.040033image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-16T13:15:37.233399image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 99
79.2%
21
 
16.8%
중앙아시아 1
 
0.8%
central 1
 
0.8%
asia 1
 
0.8%
계 1
 
0.8%
t 1
 
0.8%

Unnamed: 153
Categorical

IMBALANCE 

Distinct4
Distinct (%)3.2%
Missing0
Missing (%)0.0%
Memory size1.1 KiB
<NA>
101 
-
21 
여자
 
1
F
 
1

Length

Max length4
Median length4
Mean length3.4516129
Min length1

Unique

Unique2 ?
Unique (%)1.6%

Sample

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

Common Values

ValueCountFrequency (%)
<NA> 101
81.5%
- 21
 
16.9%
여자 1
 
0.8%
F 1
 
0.8%

Length

2024-03-16T13:15:37.415527image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-16T13:15:37.582333image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 101
81.5%
21
 
16.9%
여자 1
 
0.8%
f 1
 
0.8%

Unnamed: 154
Categorical

IMBALANCE 

Distinct6
Distinct (%)4.8%
Missing0
Missing (%)0.0%
Memory size1.1 KiB
<NA>
99 
-
21 
미국
 
1
United States of America
 
1
계
 
1

Length

Max length24
Median length4
Mean length3.5887097
Min length1

Unique

Unique4 ?
Unique (%)3.2%

Sample

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

Common Values

ValueCountFrequency (%)
<NA> 99
79.8%
- 21
 
16.9%
미국 1
 
0.8%
United States of America 1
 
0.8%
계 1
 
0.8%
T 1
 
0.8%

Length

2024-03-16T13:15:37.748268image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-16T13:15:38.327899image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 99
78.0%
21
 
16.5%
미국 1
 
0.8%
united 1
 
0.8%
states 1
 
0.8%
of 1
 
0.8%
america 1
 
0.8%
계 1
 
0.8%
t 1
 
0.8%

Unnamed: 155
Categorical

IMBALANCE 

Distinct4
Distinct (%)3.2%
Missing0
Missing (%)0.0%
Memory size1.1 KiB
<NA>
101 
-
21 
여자
 
1
F
 
1

Length

Max length4
Median length4
Mean length3.4516129
Min length1

Unique

Unique2 ?
Unique (%)1.6%

Sample

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

Common Values

ValueCountFrequency (%)
<NA> 101
81.5%
- 21
 
16.9%
여자 1
 
0.8%
F 1
 
0.8%

Length

2024-03-16T13:15:38.555627image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-16T13:15:38.756841image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 101
81.5%
21
 
16.9%
여자 1
 
0.8%
f 1
 
0.8%

Unnamed: 156
Categorical

IMBALANCE 

Distinct6
Distinct (%)4.8%
Missing0
Missing (%)0.0%
Memory size1.1 KiB
<NA>
99 
-
21 
러시아
 
1
Russia
 
1
계
 
1

Length

Max length6
Median length4
Mean length3.4516129
Min length1

Unique

Unique4 ?
Unique (%)3.2%

Sample

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

Common Values

ValueCountFrequency (%)
<NA> 99
79.8%
- 21
 
16.9%
러시아 1
 
0.8%
Russia 1
 
0.8%
계 1
 
0.8%
T 1
 
0.8%

Length

2024-03-16T13:15:38.992372image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-16T13:15:39.182951image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 99
79.8%
21
 
16.9%
러시아 1
 
0.8%
russia 1
 
0.8%
계 1
 
0.8%
t 1
 
0.8%

Unnamed: 157
Categorical

IMBALANCE 

Distinct4
Distinct (%)3.2%
Missing0
Missing (%)0.0%
Memory size1.1 KiB
<NA>
101 
-
21 
여자
 
1
F
 
1

Length

Max length4
Median length4
Mean length3.4516129
Min length1

Unique

Unique2 ?
Unique (%)1.6%

Sample

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

Common Values

ValueCountFrequency (%)
<NA> 101
81.5%
- 21
 
16.9%
여자 1
 
0.8%
F 1
 
0.8%

Length

2024-03-16T13:15:39.399328image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-16T13:15:39.597775image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 101
81.5%
21
 
16.9%
여자 1
 
0.8%
f 1
 
0.8%

Unnamed: 158
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing99
Missing (%)79.8%
Memory size1.1 KiB

Unnamed: 159
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing101
Missing (%)81.5%
Memory size1.1 KiB

Unnamed: 160
Categorical

IMBALANCE 

Distinct6
Distinct (%)4.8%
Missing0
Missing (%)0.0%
Memory size1.1 KiB
<NA>
99 
-
21 
중동
 
1
Middle East
 
1
계
 
1

Length

Max length11
Median length4
Mean length3.483871
Min length1

Unique

Unique4 ?
Unique (%)3.2%

Sample

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

Common Values

ValueCountFrequency (%)
<NA> 99
79.8%
- 21
 
16.9%
중동 1
 
0.8%
Middle East 1
 
0.8%
계 1
 
0.8%
T 1
 
0.8%

Length

2024-03-16T13:15:39.749875image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-16T13:15:39.903686image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 99
79.2%
21
 
16.8%
중동 1
 
0.8%
middle 1
 
0.8%
east 1
 
0.8%
계 1
 
0.8%
t 1
 
0.8%

Unnamed: 161
Categorical

IMBALANCE 

Distinct4
Distinct (%)3.2%
Missing0
Missing (%)0.0%
Memory size1.1 KiB
<NA>
101 
-
21 
여자
 
1
F
 
1

Length

Max length4
Median length4
Mean length3.4516129
Min length1

Unique

Unique2 ?
Unique (%)1.6%

Sample

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

Common Values

ValueCountFrequency (%)
<NA> 101
81.5%
- 21
 
16.9%
여자 1
 
0.8%
F 1
 
0.8%

Length

2024-03-16T13:15:40.118625image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-16T13:15:40.419498image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 101
81.5%
21
 
16.9%
여자 1
 
0.8%
f 1
 
0.8%

Unnamed: 162
Categorical

IMBALANCE 

Distinct6
Distinct (%)4.8%
Missing0
Missing (%)0.0%
Memory size1.1 KiB
<NA>
99 
-
21 
유럽
 
1
Europe
 
1
계
 
1

Length

Max length6
Median length4
Mean length3.4435484
Min length1

Unique

Unique4 ?
Unique (%)3.2%

Sample

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

Common Values

ValueCountFrequency (%)
<NA> 99
79.8%
- 21
 
16.9%
유럽 1
 
0.8%
Europe 1
 
0.8%
계 1
 
0.8%
T 1
 
0.8%

Length

2024-03-16T13:15:40.608634image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-16T13:15:40.951478image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 99
79.8%
21
 
16.9%
유럽 1
 
0.8%
europe 1
 
0.8%
계 1
 
0.8%
t 1
 
0.8%

Unnamed: 163
Categorical

IMBALANCE 

Distinct4
Distinct (%)3.2%
Missing0
Missing (%)0.0%
Memory size1.1 KiB
<NA>
101 
-
21 
여자
 
1
F
 
1

Length

Max length4
Median length4
Mean length3.4516129
Min length1

Unique

Unique2 ?
Unique (%)1.6%

Sample

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

Common Values

ValueCountFrequency (%)
<NA> 101
81.5%
- 21
 
16.9%
여자 1
 
0.8%
F 1
 
0.8%

Length

2024-03-16T13:15:41.201755image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-16T13:15:41.472932image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 101
81.5%
21
 
16.9%
여자 1
 
0.8%
f 1
 
0.8%

Unnamed: 164
Categorical

IMBALANCE 

Distinct6
Distinct (%)4.8%
Missing0
Missing (%)0.0%
Memory size1.1 KiB
<NA>
99 
-
21 
아프리카
 
1
Africa
 
1
계
 
1

Length

Max length6
Median length4
Mean length3.4596774
Min length1

Unique

Unique4 ?
Unique (%)3.2%

Sample

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

Common Values

ValueCountFrequency (%)
<NA> 99
79.8%
- 21
 
16.9%
아프리카 1
 
0.8%
Africa 1
 
0.8%
계 1
 
0.8%
T 1
 
0.8%

Length

2024-03-16T13:15:41.677701image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-16T13:15:41.860228image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 99
79.8%
21
 
16.9%
아프리카 1
 
0.8%
africa 1
 
0.8%
계 1
 
0.8%
t 1
 
0.8%

Unnamed: 165
Categorical

IMBALANCE 

Distinct4
Distinct (%)3.2%
Missing0
Missing (%)0.0%
Memory size1.1 KiB
<NA>
101 
-
21 
여자
 
1
F
 
1

Length

Max length4
Median length4
Mean length3.4516129
Min length1

Unique

Unique2 ?
Unique (%)1.6%

Sample

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

Common Values

ValueCountFrequency (%)
<NA> 101
81.5%
- 21
 
16.9%
여자 1
 
0.8%
F 1
 
0.8%

Length

2024-03-16T13:15:42.049499image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-16T13:15:42.219286image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 101
81.5%
21
 
16.9%
여자 1
 
0.8%
f 1
 
0.8%

Unnamed: 166
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing99
Missing (%)79.8%
Memory size1.1 KiB

Unnamed: 167
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing101
Missing (%)81.5%
Memory size1.1 KiB

Sample

초등학교Unnamed: 1Unnamed: 2Unnamed: 3Unnamed: 4Unnamed: 5Unnamed: 6Unnamed: 7Unnamed: 8Unnamed: 9Unnamed: 10Unnamed: 11Unnamed: 12Unnamed: 13Unnamed: 14Unnamed: 15Unnamed: 16Unnamed: 17Unnamed: 18Elementary SchoolUnnamed: 20Unnamed: 21Unnamed: 22Unnamed: 23Unnamed: 24Unnamed: 25Unnamed: 26Unnamed: 27Unnamed: 28Unnamed: 29Unnamed: 30Unnamed: 31Unnamed: 32Unnamed: 33Unnamed: 34Unnamed: 35Unnamed: 36Unnamed: 37Unnamed: 38Unnamed: 39Unnamed: 40Unnamed: 41중학교Unnamed: 43Unnamed: 44Unnamed: 45Unnamed: 46Unnamed: 47Unnamed: 48Unnamed: 49Unnamed: 50Unnamed: 51Unnamed: 52Unnamed: 53Unnamed: 54Unnamed: 55Unnamed: 56Unnamed: 57Unnamed: 58Unnamed: 59Unnamed: 60Middle SchoolUnnamed: 62Unnamed: 63Unnamed: 64Unnamed: 65Unnamed: 66Unnamed: 67Unnamed: 68Unnamed: 69Unnamed: 70Unnamed: 71Unnamed: 72Unnamed: 73Unnamed: 74Unnamed: 75Unnamed: 76Unnamed: 77Unnamed: 78Unnamed: 79Unnamed: 80Unnamed: 81Unnamed: 82Unnamed: 83고등학교Unnamed: 85Unnamed: 86Unnamed: 87Unnamed: 88Unnamed: 89Unnamed: 90Unnamed: 91Unnamed: 92Unnamed: 93Unnamed: 94Unnamed: 95Unnamed: 96Unnamed: 97Unnamed: 98Unnamed: 99Unnamed: 100Unnamed: 101Unnamed: 102High SchoolUnnamed: 104Unnamed: 105Unnamed: 106Unnamed: 107Unnamed: 108Unnamed: 109Unnamed: 110Unnamed: 111Unnamed: 112Unnamed: 113Unnamed: 114Unnamed: 115Unnamed: 116Unnamed: 117Unnamed: 118Unnamed: 119Unnamed: 120Unnamed: 121Unnamed: 122Unnamed: 123Unnamed: 124Unnamed: 125기타학교Unnamed: 127Unnamed: 128Unnamed: 129Unnamed: 130Unnamed: 131Unnamed: 132Unnamed: 133Unnamed: 134Unnamed: 135Unnamed: 136Unnamed: 137Unnamed: 138Unnamed: 139Unnamed: 140Unnamed: 141Unnamed: 142Unnamed: 143Other SchoolsUnnamed: 145Unnamed: 146Unnamed: 147Unnamed: 148Unnamed: 149Unnamed: 150Unnamed: 151Unnamed: 152Unnamed: 153Unnamed: 154Unnamed: 155Unnamed: 156Unnamed: 157Unnamed: 158Unnamed: 159Unnamed: 160Unnamed: 161Unnamed: 162Unnamed: 163Unnamed: 164Unnamed: 165Unnamed: 166Unnamed: 167
0국제결혼가정의 국내출생 자녀(초등학교) Multicultural Students<NA>NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN국제결혼가정의 국내출생 자녀(중학교) Multicultural Students<NA>NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN국제결혼가정의 국내출생 자녀(고등학교) Multicultural Students<NA>NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN국제결혼가정의 국내출장 자녀(기타학교) Multicultural Students<NA>NaNNaNNaNNaN<NA><NA>NaNNaNNaNNaNNaN<NA><NA><NA>NaNNaNNaNNaN<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>NaNNaN<NA><NA><NA><NA><NA><NA>NaNNaN
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Duplicate rows

Most frequently occurring

초등학교Unnamed: 1중학교Unnamed: 43고등학교Unnamed: 85기타학교Unnamed: 127Unnamed: 132Unnamed: 133Unnamed: 139Unnamed: 140Unnamed: 141Unnamed: 146Unnamed: 147Unnamed: 148Unnamed: 149Unnamed: 150Unnamed: 151Unnamed: 152Unnamed: 153Unnamed: 154Unnamed: 155Unnamed: 156Unnamed: 157Unnamed: 160Unnamed: 161Unnamed: 162Unnamed: 163Unnamed: 164Unnamed: 165# duplicates
5<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>7
2<NA><NA>사립Private공립Public<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>6
3<NA><NA><NA><NA>공립Public<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>5
4<NA><NA><NA><NA>사립Private<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>5
0공립Public공립Public공립Public<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>4
1공립Public사립Private사립Private<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>4