Overview

Dataset statistics

Number of variables14
Number of observations658
Missing cells1982
Missing cells (%)21.5%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory72.7 KiB
Average record size in memory113.2 B

Variable types

Numeric1
Categorical2
Boolean7
Text2
DateTime2

Dataset

Description한국한의학연구원 대표홈페이지의 한의약 관련 뉴스레터 신청 정보 입니다.
Author한국한의학연구원
URLhttps://www.data.go.kr/data/15085972/fileData.do

Alerts

관심분야1(연구원 최신소식) has constant value ""Constant
관심분야2(연구사업 성과) has constant value ""Constant
관심분야3(기술이전) has constant value ""Constant
관심분야4(한의학 전문지식정보) has constant value ""Constant
관심분야5(한의학 일반상식) has constant value ""Constant
관심분야6(참여프로그램) has constant value ""Constant
관심분야7(기타) has constant value ""Constant
관심분야1(연구원 최신소식) has 261 (39.7%) missing valuesMissing
관심분야2(연구사업 성과) has 246 (37.4%) missing valuesMissing
관심분야3(기술이전) has 388 (59.0%) missing valuesMissing
관심분야4(한의학 전문지식정보) has 156 (23.7%) missing valuesMissing
관심분야5(한의학 일반상식) has 178 (27.1%) missing valuesMissing
관심분야6(참여프로그램) has 318 (48.3%) missing valuesMissing
관심분야7(기타) has 435 (66.1%) missing valuesMissing
신청번호 has unique valuesUnique
등록자 has unique valuesUnique
수정자 has unique valuesUnique

Reproduction

Analysis started2023-12-12 14:43:02.085693
Analysis finished2023-12-12 14:43:02.999275
Duration0.91 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

신청번호
Real number (ℝ)

UNIQUE 

Distinct658
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean330.49544
Minimum1
Maximum659
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size5.9 KiB
2023-12-12T23:43:03.077593image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile34.85
Q1166.25
median330.5
Q3494.75
95-th percentile626.15
Maximum659
Range658
Interquartile range (IQR)328.5

Descriptive statistics

Standard deviation190.1004
Coefficient of variation (CV)0.57519825
Kurtosis-1.1998026
Mean330.49544
Median Absolute Deviation (MAD)164.5
Skewness-0.00014300964
Sum217466
Variance36138.162
MonotonicityStrictly increasing
2023-12-12T23:43:03.235581image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1 1
 
0.2%
435 1
 
0.2%
437 1
 
0.2%
438 1
 
0.2%
439 1
 
0.2%
440 1
 
0.2%
441 1
 
0.2%
442 1
 
0.2%
443 1
 
0.2%
444 1
 
0.2%
Other values (648) 648
98.5%
ValueCountFrequency (%)
1 1
0.2%
2 1
0.2%
3 1
0.2%
5 1
0.2%
6 1
0.2%
7 1
0.2%
8 1
0.2%
9 1
0.2%
10 1
0.2%
11 1
0.2%
ValueCountFrequency (%)
659 1
0.2%
658 1
0.2%
657 1
0.2%
656 1
0.2%
655 1
0.2%
654 1
0.2%
653 1
0.2%
652 1
0.2%
651 1
0.2%
650 1
0.2%

신청자나이
Categorical

Distinct8
Distinct (%)1.2%
Missing0
Missing (%)0.0%
Memory size5.3 KiB
30대
194 
40대
155 
20대
104 
50대
77 
무기입
64 
Other values (3)
64 

Length

Max length5
Median length3
Mean length3.0182371
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row10대
2nd row30대
3rd row30대
4th row30대
5th row30대

Common Values

ValueCountFrequency (%)
30대 194
29.5%
40대 155
23.6%
20대 104
15.8%
50대 77
 
11.7%
무기입 64
 
9.7%
60대 33
 
5.0%
10대 25
 
3.8%
70대이상 6
 
0.9%

Length

2023-12-12T23:43:03.428029image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T23:43:03.558948image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
30대 194
29.5%
40대 155
23.6%
20대 104
15.8%
50대 77
 
11.7%
무기입 64
 
9.7%
60대 33
 
5.0%
10대 25
 
3.8%
70대이상 6
 
0.9%

관심분야1(연구원 최신소식)
Boolean

CONSTANT  MISSING 

Distinct1
Distinct (%)0.3%
Missing261
Missing (%)39.7%
Memory size1.4 KiB
True
397 
(Missing)
261 
ValueCountFrequency (%)
True 397
60.3%
(Missing) 261
39.7%
2023-12-12T23:43:03.697387image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

관심분야2(연구사업 성과)
Boolean

CONSTANT  MISSING 

Distinct1
Distinct (%)0.2%
Missing246
Missing (%)37.4%
Memory size1.4 KiB
True
412 
(Missing)
246 
ValueCountFrequency (%)
True 412
62.6%
(Missing) 246
37.4%
2023-12-12T23:43:03.788000image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

관심분야3(기술이전)
Boolean

CONSTANT  MISSING 

Distinct1
Distinct (%)0.4%
Missing388
Missing (%)59.0%
Memory size1.4 KiB
True
270 
(Missing)
388 
ValueCountFrequency (%)
True 270
41.0%
(Missing) 388
59.0%
2023-12-12T23:43:03.876271image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

관심분야4(한의학 전문지식정보)
Boolean

CONSTANT  MISSING 

Distinct1
Distinct (%)0.2%
Missing156
Missing (%)23.7%
Memory size1.4 KiB
True
502 
(Missing)
156 
ValueCountFrequency (%)
True 502
76.3%
(Missing) 156
 
23.7%
2023-12-12T23:43:03.975213image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

관심분야5(한의학 일반상식)
Boolean

CONSTANT  MISSING 

Distinct1
Distinct (%)0.2%
Missing178
Missing (%)27.1%
Memory size1.4 KiB
True
480 
(Missing)
178 
ValueCountFrequency (%)
True 480
72.9%
(Missing) 178
 
27.1%
2023-12-12T23:43:04.084611image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

관심분야6(참여프로그램)
Boolean

CONSTANT  MISSING 

Distinct1
Distinct (%)0.3%
Missing318
Missing (%)48.3%
Memory size1.4 KiB
True
340 
(Missing)
318 
ValueCountFrequency (%)
True 340
51.7%
(Missing) 318
48.3%
2023-12-12T23:43:04.179814image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

관심분야7(기타)
Boolean

CONSTANT  MISSING 

Distinct1
Distinct (%)0.4%
Missing435
Missing (%)66.1%
Memory size1.4 KiB
True
223 
(Missing)
435 
ValueCountFrequency (%)
True 223
33.9%
(Missing) 435
66.1%
2023-12-12T23:43:04.288834image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

신청구분
Categorical

Distinct3
Distinct (%)0.5%
Missing0
Missing (%)0.0%
Memory size5.3 KiB
온라인 웹진
305 
웹진/소식지
225 
오프라인 소식지
128 

Length

Max length8
Median length6
Mean length6.3890578
Min length6

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row온라인 웹진
2nd row웹진/소식지
3rd row웹진/소식지
4th row오프라인 소식지
5th row온라인 웹진

Common Values

ValueCountFrequency (%)
온라인 웹진 305
46.4%
웹진/소식지 225
34.2%
오프라인 소식지 128
19.5%

Length

2023-12-12T23:43:04.440850image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T23:43:04.577704image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
온라인 305
28.0%
웹진 305
28.0%
웹진/소식지 225
20.6%
오프라인 128
11.7%
소식지 128
11.7%

등록자
Text

UNIQUE 

Distinct658
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size5.3 KiB
2023-12-12T23:43:04.891953image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length6
Median length6
Mean length5.8389058
Min length4

Characters and Unicode

Total characters3842
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

Unique658 ?
Unique (%)100.0%

Sample

1st row홍길동1
2nd row홍길동2
3rd row홍길동3
4th row홍길동5
5th row홍길동6
ValueCountFrequency (%)
홍길동1 1
 
0.2%
홍길동495 1
 
0.2%
홍길동435 1
 
0.2%
홍길동443 1
 
0.2%
홍길동436 1
 
0.2%
홍길동437 1
 
0.2%
홍길동438 1
 
0.2%
홍길동439 1
 
0.2%
홍길동440 1
 
0.2%
홍길동441 1
 
0.2%
Other values (648) 648
98.5%
2023-12-12T23:43:05.471033image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
홍 658
17.1%
길 658
17.1%
동 658
17.1%
1 236
 
6.1%
2 236
 
6.1%
3 236
 
6.1%
5 236
 
6.1%
4 235
 
6.1%
6 186
 
4.8%
7 126
 
3.3%
Other values (3) 377
9.8%

Most occurring categories

ValueCountFrequency (%)
Other Letter 1974
51.4%
Decimal Number 1868
48.6%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
1 236
12.6%
2 236
12.6%
3 236
12.6%
5 236
12.6%
4 235
12.6%
6 186
10.0%
7 126
6.7%
8 126
6.7%
9 126
6.7%
0 125
6.7%
Other Letter
ValueCountFrequency (%)
홍 658
33.3%
길 658
33.3%
동 658
33.3%

Most occurring scripts

ValueCountFrequency (%)
Hangul 1974
51.4%
Common 1868
48.6%

Most frequent character per script

Common
ValueCountFrequency (%)
1 236
12.6%
2 236
12.6%
3 236
12.6%
5 236
12.6%
4 235
12.6%
6 186
10.0%
7 126
6.7%
8 126
6.7%
9 126
6.7%
0 125
6.7%
Hangul
ValueCountFrequency (%)
홍 658
33.3%
길 658
33.3%
동 658
33.3%

Most occurring blocks

ValueCountFrequency (%)
Hangul 1974
51.4%
ASCII 1868
48.6%

Most frequent character per block

Hangul
ValueCountFrequency (%)
홍 658
33.3%
길 658
33.3%
동 658
33.3%
ASCII
ValueCountFrequency (%)
1 236
12.6%
2 236
12.6%
3 236
12.6%
5 236
12.6%
4 235
12.6%
6 186
10.0%
7 126
6.7%
8 126
6.7%
9 126
6.7%
0 125
6.7%

등록일
Date

Distinct488
Distinct (%)74.2%
Missing0
Missing (%)0.0%
Memory size5.3 KiB
Minimum2015-09-16 00:00:00
Maximum2021-07-25 00:00:00
2023-12-12T23:43:05.662483image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T23:43:05.855595image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

수정자
Text

UNIQUE 

Distinct658
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size5.3 KiB
2023-12-12T23:43:06.241714image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length6
Median length6
Mean length5.8389058
Min length4

Characters and Unicode

Total characters3842
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

Unique658 ?
Unique (%)100.0%

Sample

1st row홍길동1
2nd row홍길동2
3rd row홍길동3
4th row홍길동5
5th row홍길동6
ValueCountFrequency (%)
홍길동1 1
 
0.2%
홍길동495 1
 
0.2%
홍길동435 1
 
0.2%
홍길동443 1
 
0.2%
홍길동436 1
 
0.2%
홍길동437 1
 
0.2%
홍길동438 1
 
0.2%
홍길동439 1
 
0.2%
홍길동440 1
 
0.2%
홍길동441 1
 
0.2%
Other values (648) 648
98.5%
2023-12-12T23:43:06.774549image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
홍 658
17.1%
길 658
17.1%
동 658
17.1%
1 236
 
6.1%
2 236
 
6.1%
3 236
 
6.1%
5 236
 
6.1%
4 235
 
6.1%
6 186
 
4.8%
7 126
 
3.3%
Other values (3) 377
9.8%

Most occurring categories

ValueCountFrequency (%)
Other Letter 1974
51.4%
Decimal Number 1868
48.6%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
1 236
12.6%
2 236
12.6%
3 236
12.6%
5 236
12.6%
4 235
12.6%
6 186
10.0%
7 126
6.7%
8 126
6.7%
9 126
6.7%
0 125
6.7%
Other Letter
ValueCountFrequency (%)
홍 658
33.3%
길 658
33.3%
동 658
33.3%

Most occurring scripts

ValueCountFrequency (%)
Hangul 1974
51.4%
Common 1868
48.6%

Most frequent character per script

Common
ValueCountFrequency (%)
1 236
12.6%
2 236
12.6%
3 236
12.6%
5 236
12.6%
4 235
12.6%
6 186
10.0%
7 126
6.7%
8 126
6.7%
9 126
6.7%
0 125
6.7%
Hangul
ValueCountFrequency (%)
홍 658
33.3%
길 658
33.3%
동 658
33.3%

Most occurring blocks

ValueCountFrequency (%)
Hangul 1974
51.4%
ASCII 1868
48.6%

Most frequent character per block

Hangul
ValueCountFrequency (%)
홍 658
33.3%
길 658
33.3%
동 658
33.3%
ASCII
ValueCountFrequency (%)
1 236
12.6%
2 236
12.6%
3 236
12.6%
5 236
12.6%
4 235
12.6%
6 186
10.0%
7 126
6.7%
8 126
6.7%
9 126
6.7%
0 125
6.7%

수정일
Date

Distinct488
Distinct (%)74.2%
Missing0
Missing (%)0.0%
Memory size5.3 KiB
Minimum2015-09-16 00:00:00
Maximum2021-07-25 00:00:00
2023-12-12T23:43:06.933174image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T23:43:07.083870image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

Interactions

2023-12-12T23:43:02.403413image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-12T23:43:07.209499image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
신청번호신청자나이신청구분
신청번호1.0000.1280.190
신청자나이0.1281.0000.370
신청구분0.1900.3701.000
2023-12-12T23:43:07.342378image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
신청구분신청자나이
신청구분1.0000.253
신청자나이0.2531.000
2023-12-12T23:43:07.422462image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
신청번호신청자나이신청구분
신청번호1.0000.0610.114
신청자나이0.0611.0000.253
신청구분0.1140.2531.000

Missing values

2023-12-12T23:43:02.546428image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-12T23:43:02.745737image/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.
2023-12-12T23:43:02.896943image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

Sample

신청번호신청자나이관심분야1(연구원 최신소식)관심분야2(연구사업 성과)관심분야3(기술이전)관심분야4(한의학 전문지식정보)관심분야5(한의학 일반상식)관심분야6(참여프로그램)관심분야7(기타)신청구분등록자등록일수정자수정일
0110대Y<NA><NA><NA><NA><NA><NA>온라인 웹진홍길동12015-09-16홍길동12015-09-16
1230대<NA>Y<NA>YY<NA><NA>웹진/소식지홍길동22015-09-16홍길동22015-09-16
2330대YYYYYY<NA>웹진/소식지홍길동32015-09-16홍길동32015-09-16
3530대YYYYYYY오프라인 소식지홍길동52015-09-16홍길동52015-09-16
4630대YYYYYYY온라인 웹진홍길동62015-09-16홍길동62015-09-16
5730대YYYYYYY웹진/소식지홍길동72015-09-16홍길동72015-09-16
6840대YYYYYYY웹진/소식지홍길동82015-09-16홍길동82015-09-16
7950대YYY<NA><NA><NA><NA>온라인 웹진홍길동92015-09-16홍길동92015-09-16
81020대<NA><NA><NA>YY<NA><NA>온라인 웹진홍길동102015-09-16홍길동102015-09-16
91150대<NA><NA><NA><NA>YY<NA>오프라인 소식지홍길동112015-09-16홍길동112015-09-16
신청번호신청자나이관심분야1(연구원 최신소식)관심분야2(연구사업 성과)관심분야3(기술이전)관심분야4(한의학 전문지식정보)관심분야5(한의학 일반상식)관심분야6(참여프로그램)관심분야7(기타)신청구분등록자등록일수정자수정일
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