Overview

Dataset statistics

Number of variables7
Number of observations124
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory7.5 KiB
Average record size in memory62.1 B

Variable types

Numeric4
Text1
Categorical1
Boolean1

Dataset

Description우리나라 주요 현행법령을 영문으로 번역하여 서비스하는 영문법령웹사이트에서 수행한 설문조사 항목 들에 대하여 DB화한 자료
Author한국법제연구원
URLhttps://www.data.go.kr/data/15087140/fileData.do

Alerts

필수여부 has constant value ""Constant
설문조사회차 is highly overall correlated with 연번High correlation
설문보기수 is highly overall correlated with 설문종류High correlation
연번 is highly overall correlated with 설문조사회차High correlation
설문종류 is highly overall correlated with 설문보기수High correlation
연번 has unique valuesUnique
설문보기수 has 12 (9.7%) zerosZeros

Reproduction

Analysis started2023-12-12 05:45:35.603188
Analysis finished2023-12-12 05:45:38.011307
Duration2.41 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

설문조사회차
Real number (ℝ)

HIGH CORRELATION 

Distinct13
Distinct (%)10.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean7.1532258
Minimum1
Maximum14
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.2 KiB
2023-12-12T14:45:38.072948image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile2
Q14
median6
Q310
95-th percentile14
Maximum14
Range13
Interquartile range (IQR)6

Descriptive statistics

Standard deviation4.0666087
Coefficient of variation (CV)0.56849998
Kurtosis-1.1647361
Mean7.1532258
Median Absolute Deviation (MAD)3
Skewness0.49340367
Sum887
Variance16.537307
MonotonicityNot monotonic
2023-12-12T14:45:38.231855image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=13)
ValueCountFrequency (%)
6 17
13.7%
4 16
12.9%
9 16
12.9%
3 15
12.1%
5 15
12.1%
13 14
11.3%
14 13
10.5%
2 10
8.1%
10 3
 
2.4%
11 2
 
1.6%
Other values (3) 3
 
2.4%
ValueCountFrequency (%)
1 1
 
0.8%
2 10
8.1%
3 15
12.1%
4 16
12.9%
5 15
12.1%
6 17
13.7%
8 1
 
0.8%
9 16
12.9%
10 3
 
2.4%
11 2
 
1.6%
ValueCountFrequency (%)
14 13
10.5%
13 14
11.3%
12 1
 
0.8%
11 2
 
1.6%
10 3
 
2.4%
9 16
12.9%
8 1
 
0.8%
6 17
13.7%
5 15
12.1%
4 16
12.9%

설문번호
Real number (ℝ)

Distinct17
Distinct (%)13.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean7.4758065
Minimum1
Maximum17
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.2 KiB
2023-12-12T14:45:38.373039image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile1
Q13
median7
Q311
95-th percentile15
Maximum17
Range16
Interquartile range (IQR)8

Descriptive statistics

Standard deviation4.5415225
Coefficient of variation (CV)0.60749599
Kurtosis-1.1329248
Mean7.4758065
Median Absolute Deviation (MAD)4
Skewness0.19005328
Sum927
Variance20.625426
MonotonicityNot monotonic
2023-12-12T14:45:38.523031image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=17)
ValueCountFrequency (%)
1 13
 
10.5%
2 10
 
8.1%
3 9
 
7.3%
7 8
 
6.5%
9 8
 
6.5%
8 8
 
6.5%
10 8
 
6.5%
6 8
 
6.5%
5 8
 
6.5%
4 8
 
6.5%
Other values (7) 36
29.0%
ValueCountFrequency (%)
1 13
10.5%
2 10
8.1%
3 9
7.3%
4 8
6.5%
5 8
6.5%
6 8
6.5%
7 8
6.5%
8 8
6.5%
9 8
6.5%
10 8
6.5%
ValueCountFrequency (%)
17 1
 
0.8%
16 2
 
1.6%
15 6
4.8%
14 6
4.8%
13 7
5.6%
12 7
5.6%
11 7
5.6%
10 8
6.5%
9 8
6.5%
8 8
6.5%

설문질문
Text

Distinct84
Distinct (%)67.7%
Missing0
Missing (%)0.0%
Memory size1.1 KiB
2023-12-12T14:45:38.869751image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length102
Median length57.5
Mean length38.403226
Min length2

Characters and Unicode

Total characters4762
Distinct characters252
Distinct categories7 ?
Distinct scripts3 ?
Distinct blocks3 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique58 ?
Unique (%)46.8%

Sample

1st row설문1번질문
2nd row한국법제연구원 대한민국 영문법령웹서비스를 알게 된 경로는 무엇입니까?
3rd row한국법제연구원 대한민국 영문법령웹서비스를 방문한 목적은 무엇입니까?
4th row대한민국 영문법령웹서비스에서 가장 많이 이용하는 메뉴를 선택하여 주십시오.(복수응답 가능)
5th row대한민국 영문법령웹서비스에서 필요한 정보를 쉽게 찾을 수 있습니까?
ValueCountFrequency (%)
대한민국 43
 
4.5%
한국법제연구원 31
 
3.2%
무엇입니까 26
 
2.7%
귀하의 22
 
2.3%
영문법령웹서비스 22
 
2.3%
어느 19
 
2.0%
어떻게 17
 
1.8%
되십니까 16
 
1.7%
가능 16
 
1.7%
만족도는 11
 
1.1%
Other values (306) 738
76.8%
2023-12-12T14:45:39.495372image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
842
 
17.7%
한 118
 
2.5%
니 115
 
2.4%
하 111
 
2.3%
법 103
 
2.2%
? 99
 
2.1%
국 96
 
2.0%
까 94
 
2.0%
서 81
 
1.7%
연 80
 
1.7%
Other values (242) 3023
63.5%

Most occurring categories

ValueCountFrequency (%)
Other Letter 3667
77.0%
Space Separator 842
 
17.7%
Other Punctuation 143
 
3.0%
Open Punctuation 37
 
0.8%
Close Punctuation 37
 
0.8%
Decimal Number 30
 
0.6%
Uppercase Letter 6
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
한 118
 
3.2%
니 115
 
3.1%
하 111
 
3.0%
법 103
 
2.8%
국 96
 
2.6%
까 94
 
2.6%
서 81
 
2.2%
연 80
 
2.2%
구 77
 
2.1%
제 67
 
1.8%
Other values (223) 2725
74.3%
Decimal Number
ValueCountFrequency (%)
1 8
26.7%
0 7
23.3%
2 5
16.7%
6 5
16.7%
8 2
 
6.7%
7 1
 
3.3%
4 1
 
3.3%
3 1
 
3.3%
Other Punctuation
ValueCountFrequency (%)
? 99
69.2%
. 20
 
14.0%
, 16
 
11.2%
· 4
 
2.8%
' 2
 
1.4%
: 2
 
1.4%
Uppercase Letter
ValueCountFrequency (%)
S 4
66.7%
N 2
33.3%
Space Separator
ValueCountFrequency (%)
842
100.0%
Open Punctuation
ValueCountFrequency (%)
( 37
100.0%
Close Punctuation
ValueCountFrequency (%)
) 37
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 3667
77.0%
Common 1089
 
22.9%
Latin 6
 
0.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
한 118
 
3.2%
니 115
 
3.1%
하 111
 
3.0%
법 103
 
2.8%
국 96
 
2.6%
까 94
 
2.6%
서 81
 
2.2%
연 80
 
2.2%
구 77
 
2.1%
제 67
 
1.8%
Other values (223) 2725
74.3%
Common
ValueCountFrequency (%)
842
77.3%
? 99
 
9.1%
( 37
 
3.4%
) 37
 
3.4%
. 20
 
1.8%
, 16
 
1.5%
1 8
 
0.7%
0 7
 
0.6%
2 5
 
0.5%
6 5
 
0.5%
Other values (7) 13
 
1.2%
Latin
ValueCountFrequency (%)
S 4
66.7%
N 2
33.3%

Most occurring blocks

ValueCountFrequency (%)
Hangul 3667
77.0%
ASCII 1091
 
22.9%
None 4
 
0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
842
77.2%
? 99
 
9.1%
( 37
 
3.4%
) 37
 
3.4%
. 20
 
1.8%
, 16
 
1.5%
1 8
 
0.7%
0 7
 
0.6%
2 5
 
0.5%
6 5
 
0.5%
Other values (8) 15
 
1.4%
Hangul
ValueCountFrequency (%)
한 118
 
3.2%
니 115
 
3.1%
하 111
 
3.0%
법 103
 
2.8%
국 96
 
2.6%
까 94
 
2.6%
서 81
 
2.2%
연 80
 
2.2%
구 77
 
2.1%
제 67
 
1.8%
Other values (223) 2725
74.3%
None
ValueCountFrequency (%)
· 4
100.0%

설문종류
Categorical

HIGH CORRELATION 

Distinct3
Distinct (%)2.4%
Missing0
Missing (%)0.0%
Memory size1.1 KiB
1
88 
3
18 
2
18 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row1
2nd row1
3rd row1
4th row3
5th row1

Common Values

ValueCountFrequency (%)
1 88
71.0%
3 18
 
14.5%
2 18
 
14.5%

Length

2023-12-12T14:45:39.676110image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T14:45:39.818059image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
1 88
71.0%
3 18
 
14.5%
2 18
 
14.5%

필수여부
Boolean

CONSTANT 

Distinct1
Distinct (%)0.8%
Missing0
Missing (%)0.0%
Memory size256.0 B
False
124 
ValueCountFrequency (%)
False 124
100.0%
2023-12-12T14:45:39.919305image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

설문보기수
Real number (ℝ)

HIGH CORRELATION  ZEROS 

Distinct7
Distinct (%)5.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3.75
Minimum0
Maximum6
Zeros12
Zeros (%)9.7%
Negative0
Negative (%)0.0%
Memory size1.2 KiB
2023-12-12T14:45:40.024788image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q12
median5
Q35
95-th percentile6
Maximum6
Range6
Interquartile range (IQR)3

Descriptive statistics

Standard deviation1.8811214
Coefficient of variation (CV)0.50163239
Kurtosis-0.7671423
Mean3.75
Median Absolute Deviation (MAD)0
Skewness-0.85236548
Sum465
Variance3.5386179
MonotonicityNot monotonic
2023-12-12T14:45:40.173997image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=7)
ValueCountFrequency (%)
5 66
53.2%
2 20
 
16.1%
0 12
 
9.7%
4 9
 
7.3%
6 8
 
6.5%
1 8
 
6.5%
3 1
 
0.8%
ValueCountFrequency (%)
0 12
 
9.7%
1 8
 
6.5%
2 20
 
16.1%
3 1
 
0.8%
4 9
 
7.3%
5 66
53.2%
6 8
 
6.5%
ValueCountFrequency (%)
6 8
 
6.5%
5 66
53.2%
4 9
 
7.3%
3 1
 
0.8%
2 20
 
16.1%
1 8
 
6.5%
0 12
 
9.7%

연번
Real number (ℝ)

HIGH CORRELATION  UNIQUE 

Distinct124
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean62.5
Minimum1
Maximum124
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.2 KiB
2023-12-12T14:45:40.362587image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile7.15
Q131.75
median62.5
Q393.25
95-th percentile117.85
Maximum124
Range123
Interquartile range (IQR)61.5

Descriptive statistics

Standard deviation35.939764
Coefficient of variation (CV)0.57503623
Kurtosis-1.2
Mean62.5
Median Absolute Deviation (MAD)31
Skewness0
Sum7750
Variance1291.6667
MonotonicityStrictly increasing
2023-12-12T14:45:40.572595image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1 1
 
0.8%
80 1
 
0.8%
93 1
 
0.8%
92 1
 
0.8%
91 1
 
0.8%
90 1
 
0.8%
89 1
 
0.8%
88 1
 
0.8%
87 1
 
0.8%
86 1
 
0.8%
Other values (114) 114
91.9%
ValueCountFrequency (%)
1 1
0.8%
2 1
0.8%
3 1
0.8%
4 1
0.8%
5 1
0.8%
6 1
0.8%
7 1
0.8%
8 1
0.8%
9 1
0.8%
10 1
0.8%
ValueCountFrequency (%)
124 1
0.8%
123 1
0.8%
122 1
0.8%
121 1
0.8%
120 1
0.8%
119 1
0.8%
118 1
0.8%
117 1
0.8%
116 1
0.8%
115 1
0.8%

Interactions

2023-12-12T14:45:37.276704image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T14:45:35.898307image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T14:45:36.327535image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T14:45:36.860390image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T14:45:37.405798image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T14:45:35.994093image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T14:45:36.514441image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T14:45:36.967014image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T14:45:37.526204image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T14:45:36.085166image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T14:45:36.623849image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T14:45:37.069853image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T14:45:37.619408image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T14:45:36.227931image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T14:45:36.734210image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T14:45:37.167823image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-12T14:45:41.034861image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
설문조사회차설문번호설문질문설문종류설문보기수연번
설문조사회차1.0000.0000.7890.0000.3480.908
설문번호0.0001.0000.9340.3710.1300.000
설문질문0.7890.9341.0001.0000.8870.000
설문종류0.0000.3711.0001.0000.7580.324
설문보기수0.3480.1300.8870.7581.0000.417
연번0.9080.0000.0000.3240.4171.000
2023-12-12T14:45:41.147145image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
설문조사회차설문번호설문보기수연번설문종류
설문조사회차1.000-0.0260.0220.9930.000
설문번호-0.0261.000-0.1520.0830.246
설문보기수0.022-0.1521.000-0.0060.681
연번0.9930.083-0.0061.0000.198
설문종류0.0000.2460.6810.1981.000

Missing values

2023-12-12T14:45:37.769565image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-12T14:45:37.952872image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

Sample

설문조사회차설문번호설문질문설문종류필수여부설문보기수연번
011설문1번질문1N01
121한국법제연구원 대한민국 영문법령웹서비스를 알게 된 경로는 무엇입니까?1N52
222한국법제연구원 대한민국 영문법령웹서비스를 방문한 목적은 무엇입니까?1N53
323대한민국 영문법령웹서비스에서 가장 많이 이용하는 메뉴를 선택하여 주십시오.(복수응답 가능)3N54
424대한민국 영문법령웹서비스에서 필요한 정보를 쉽게 찾을 수 있습니까?1N55
525현재 한국법제연구원 대한민국 영문법령웹서비스의 디자인에 대한 만족도는 어느 정도입니까?1N56
626현재 한국법제연구원 대한민국 영문법령웹서비스 이용시 전반적인 만족도는 어느 정도입니까?1N57
727한국법제연구원 대한민국 영문법령웹서비스에서 제공하고 있는 정보가 고객님의 업무 및 연구 등에 유용하다고 생각하십니까?1N58
828한국법제연구원 대한민국 영문법령웹서비스 및 모바일 웹사이트 개편시 최우선으로 고려해야 할 사항은 무엇이라고 생각하십니까?1N59
929한국법제연구원의 소식을 전달 받기에 가장 편한 방법은 무엇입니까?1N510
설문조사회차설문번호설문질문설문종류필수여부설문보기수연번
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115145대한민국 영문법령웹서비스 정보검색의 편의성은 어느 정도 입니까?1N5116
116146대한민국 영문법령웹서비스 접속 속도에 대한 만족도는 어느 정도 입니까?1N5117
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