Overview

Dataset statistics

Number of variables8
Number of observations26
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory1.8 KiB
Average record size in memory70.1 B

Variable types

Numeric1
Text1
Categorical6

Dataset

Description대구광역시 동구의 노인교실 교육 프로그램 데이터 입니다. 노인교실 교육 프로그램 데이터에서는 노인교실 프로그램, 노인교실 수행기관, 노인교실 주소, 교육기간, 교육주기, 노인교실 연락처 등의 정보를 포함하고 있습니다.
URLhttps://www.data.go.kr/data/15118024/fileData.do

Alerts

교육 주기 has constant value ""Constant
데이터기준일자 has constant value ""Constant
주소 is highly overall correlated with 순번 and 3 other fieldsHigh correlation
전화번호 is highly overall correlated with 순번 and 3 other fieldsHigh correlation
수행기관 is highly overall correlated with 순번 and 3 other fieldsHigh correlation
교육기간 is highly overall correlated with 순번 and 3 other fieldsHigh correlation
순번 is highly overall correlated with 수행기관 and 3 other fieldsHigh correlation
순번 has unique valuesUnique

Reproduction

Analysis started2023-12-12 02:17:15.102084
Analysis finished2023-12-12 02:17:15.794433
Duration0.69 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

순번
Real number (ℝ)

HIGH CORRELATION  UNIQUE 

Distinct26
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean13.5
Minimum1
Maximum26
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size366.0 B
2023-12-12T11:17:15.879165image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile2.25
Q17.25
median13.5
Q319.75
95-th percentile24.75
Maximum26
Range25
Interquartile range (IQR)12.5

Descriptive statistics

Standard deviation7.6485293
Coefficient of variation (CV)0.56655772
Kurtosis-1.2
Mean13.5
Median Absolute Deviation (MAD)6.5
Skewness0
Sum351
Variance58.5
MonotonicityStrictly increasing
2023-12-12T11:17:16.040334image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=26)
ValueCountFrequency (%)
1 1
 
3.8%
15 1
 
3.8%
26 1
 
3.8%
25 1
 
3.8%
24 1
 
3.8%
23 1
 
3.8%
22 1
 
3.8%
21 1
 
3.8%
20 1
 
3.8%
19 1
 
3.8%
Other values (16) 16
61.5%
ValueCountFrequency (%)
1 1
3.8%
2 1
3.8%
3 1
3.8%
4 1
3.8%
5 1
3.8%
6 1
3.8%
7 1
3.8%
8 1
3.8%
9 1
3.8%
10 1
3.8%
ValueCountFrequency (%)
26 1
3.8%
25 1
3.8%
24 1
3.8%
23 1
3.8%
22 1
3.8%
21 1
3.8%
20 1
3.8%
19 1
3.8%
18 1
3.8%
17 1
3.8%

프로그램명
Text

Distinct24
Distinct (%)92.3%
Missing0
Missing (%)0.0%
Memory size340.0 B
2023-12-12T11:17:16.268112image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length15
Median length12.5
Mean length4.6538462
Min length2

Characters and Unicode

Total characters121
Distinct characters74
Distinct categories4 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique22 ?
Unique (%)84.6%

Sample

1st row가요
2nd row댄스스포츠
3rd row챠밍댄스
4th row라인댄스
5th row방송댄스
ValueCountFrequency (%)
가요 2
 
6.5%
민요장구 2
 
6.5%
기체조 1
 
3.2%
스트레스 1
 
3.2%
지원사업(미술 1
 
3.2%
문화예술교육 1
 
3.2%
활용 1
 
3.2%
미디어 1
 
3.2%
모바일 1
 
3.2%
특별강좌 1
 
3.2%
Other values (19) 19
61.3%
2023-12-12T11:17:16.718272image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
스 7
 
5.8%
강 6
 
5.0%
5
 
4.1%
요 5
 
4.1%
장 4
 
3.3%
댄 4
 
3.3%
건 3
 
2.5%
리 3
 
2.5%
가 3
 
2.5%
구 3
 
2.5%
Other values (64) 78
64.5%

Most occurring categories

ValueCountFrequency (%)
Other Letter 114
94.2%
Space Separator 5
 
4.1%
Open Punctuation 1
 
0.8%
Close Punctuation 1
 
0.8%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
스 7
 
6.1%
강 6
 
5.3%
요 5
 
4.4%
장 4
 
3.5%
댄 4
 
3.5%
건 3
 
2.6%
리 3
 
2.6%
가 3
 
2.6%
구 3
 
2.6%
학 2
 
1.8%
Other values (61) 74
64.9%
Space Separator
ValueCountFrequency (%)
5
100.0%
Open Punctuation
ValueCountFrequency (%)
( 1
100.0%
Close Punctuation
ValueCountFrequency (%)
) 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 114
94.2%
Common 7
 
5.8%

Most frequent character per script

Hangul
ValueCountFrequency (%)
스 7
 
6.1%
강 6
 
5.3%
요 5
 
4.4%
장 4
 
3.5%
댄 4
 
3.5%
건 3
 
2.6%
리 3
 
2.6%
가 3
 
2.6%
구 3
 
2.6%
학 2
 
1.8%
Other values (61) 74
64.9%
Common
ValueCountFrequency (%)
5
71.4%
( 1
 
14.3%
) 1
 
14.3%

Most occurring blocks

ValueCountFrequency (%)
Hangul 114
94.2%
ASCII 7
 
5.8%

Most frequent character per block

Hangul
ValueCountFrequency (%)
스 7
 
6.1%
강 6
 
5.3%
요 5
 
4.4%
장 4
 
3.5%
댄 4
 
3.5%
건 3
 
2.6%
리 3
 
2.6%
가 3
 
2.6%
구 3
 
2.6%
학 2
 
1.8%
Other values (61) 74
64.9%
ASCII
ValueCountFrequency (%)
5
71.4%
( 1
 
14.3%
) 1
 
14.3%

수행기관
Categorical

HIGH CORRELATION 

Distinct2
Distinct (%)7.7%
Missing0
Missing (%)0.0%
Memory size340.0 B
대구동구노인종합복지관
15 
대한노인회 대구동구지회
11 

Length

Max length12
Median length11
Mean length11.423077
Min length11

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row대구동구노인종합복지관
2nd row대구동구노인종합복지관
3rd row대구동구노인종합복지관
4th row대구동구노인종합복지관
5th row대구동구노인종합복지관

Common Values

ValueCountFrequency (%)
대구동구노인종합복지관 15
57.7%
대한노인회 대구동구지회 11
42.3%

Length

2023-12-12T11:17:16.859525image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T11:17:16.991613image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
대구동구노인종합복지관 15
40.5%
대한노인회 11
29.7%
대구동구지회 11
29.7%

주소
Categorical

HIGH CORRELATION 

Distinct2
Distinct (%)7.7%
Missing0
Missing (%)0.0%
Memory size340.0 B
대구광역시 동구 공항로31길 9-6
15 
대구광역시 동구 동촌로 325
11 

Length

Max length19
Median length19
Mean length17.730769
Min length16

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row대구광역시 동구 공항로31길 9-6
2nd row대구광역시 동구 공항로31길 9-6
3rd row대구광역시 동구 공항로31길 9-6
4th row대구광역시 동구 공항로31길 9-6
5th row대구광역시 동구 공항로31길 9-6

Common Values

ValueCountFrequency (%)
대구광역시 동구 공항로31길 9-6 15
57.7%
대구광역시 동구 동촌로 325 11
42.3%

Length

2023-12-12T11:17:17.115463image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T11:17:17.217031image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
대구광역시 26
25.0%
동구 26
25.0%
공항로31길 15
14.4%
9-6 15
14.4%
동촌로 11
10.6%
325 11
10.6%

교육기간
Categorical

HIGH CORRELATION 

Distinct2
Distinct (%)7.7%
Missing0
Missing (%)0.0%
Memory size340.0 B
2월~12월
15 
3월~12월
11 

Length

Max length6
Median length6
Mean length6
Min length6

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2월~12월
2nd row2월~12월
3rd row2월~12월
4th row2월~12월
5th row2월~12월

Common Values

ValueCountFrequency (%)
2월~12월 15
57.7%
3월~12월 11
42.3%

Length

2023-12-12T11:17:17.399009image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T11:17:17.530962image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2월~12월 15
57.7%
3월~12월 11
42.3%

교육 주기
Categorical

CONSTANT 

Distinct1
Distinct (%)3.8%
Missing0
Missing (%)0.0%
Memory size340.0 B
주 1회
26 

Length

Max length4
Median length4
Mean length4
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row주 1회
2nd row주 1회
3rd row주 1회
4th row주 1회
5th row주 1회

Common Values

ValueCountFrequency (%)
주 1회 26
100.0%

Length

2023-12-12T11:17:17.634691image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T11:17:17.735775image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
주 26
50.0%
1회 26
50.0%

전화번호
Categorical

HIGH CORRELATION 

Distinct2
Distinct (%)7.7%
Missing0
Missing (%)0.0%
Memory size340.0 B
053-983-9100
15 
053-956-8117
11 

Length

Max length12
Median length12
Mean length12
Min length12

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row053-983-9100
2nd row053-983-9100
3rd row053-983-9100
4th row053-983-9100
5th row053-983-9100

Common Values

ValueCountFrequency (%)
053-983-9100 15
57.7%
053-956-8117 11
42.3%

Length

2023-12-12T11:17:17.826557image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T11:17:17.932298image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
053-983-9100 15
57.7%
053-956-8117 11
42.3%

데이터기준일자
Categorical

CONSTANT 

Distinct1
Distinct (%)3.8%
Missing0
Missing (%)0.0%
Memory size340.0 B
2023-08-08
26 

Length

Max length10
Median length10
Mean length10
Min length10

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2023-08-08
2nd row2023-08-08
3rd row2023-08-08
4th row2023-08-08
5th row2023-08-08

Common Values

ValueCountFrequency (%)
2023-08-08 26
100.0%

Length

2023-12-12T11:17:18.050695image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T11:17:18.148049image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2023-08-08 26
100.0%

Interactions

2023-12-12T11:17:15.392221image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-12T11:17:18.210000image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
순번프로그램명수행기관주소교육기간전화번호
순번1.0000.8921.0001.0001.0001.000
프로그램명0.8921.0000.0000.0000.0000.000
수행기관1.0000.0001.0000.9920.9920.992
주소1.0000.0000.9921.0000.9920.992
교육기간1.0000.0000.9920.9921.0000.992
전화번호1.0000.0000.9920.9920.9921.000
2023-12-12T11:17:18.317224image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
주소전화번호수행기관교육기간
주소1.0000.9180.9180.918
전화번호0.9181.0000.9180.918
수행기관0.9180.9181.0000.918
교육기간0.9180.9180.9181.000
2023-12-12T11:17:18.406996image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
순번수행기관주소교육기간전화번호
순번1.0000.7460.7460.7460.746
수행기관0.7461.0000.9180.9180.918
주소0.7460.9181.0000.9180.918
교육기간0.7460.9180.9181.0000.918
전화번호0.7460.9180.9180.9181.000

Missing values

2023-12-12T11:17:15.550359image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-12T11:17:15.729537image/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

순번프로그램명수행기관주소교육기간교육 주기전화번호데이터기준일자
01가요대구동구노인종합복지관대구광역시 동구 공항로31길 9-62월~12월주 1회053-983-91002023-08-08
12댄스스포츠대구동구노인종합복지관대구광역시 동구 공항로31길 9-62월~12월주 1회053-983-91002023-08-08
23챠밍댄스대구동구노인종합복지관대구광역시 동구 공항로31길 9-62월~12월주 1회053-983-91002023-08-08
34라인댄스대구동구노인종합복지관대구광역시 동구 공항로31길 9-62월~12월주 1회053-983-91002023-08-08
45방송댄스대구동구노인종합복지관대구광역시 동구 공항로31길 9-62월~12월주 1회053-983-91002023-08-08
56우리춘대구동구노인종합복지관대구광역시 동구 공항로31길 9-62월~12월주 1회053-983-91002023-08-08
67민요장구대구동구노인종합복지관대구광역시 동구 공항로31길 9-62월~12월주 1회053-983-91002023-08-08
78고고장구대구동구노인종합복지관대구광역시 동구 공항로31길 9-62월~12월주 1회053-983-91002023-08-08
89난타대구동구노인종합복지관대구광역시 동구 공항로31길 9-62월~12월주 1회053-983-91002023-08-08
910실버에어로빅대구동구노인종합복지관대구광역시 동구 공항로31길 9-62월~12월주 1회053-983-91002023-08-08
순번프로그램명수행기관주소교육기간교육 주기전화번호데이터기준일자
1617민요장구대한노인회 대구동구지회대구광역시 동구 동촌로 3253월~12월주 1회053-956-81172023-08-08
1718기체조대한노인회 대구동구지회대구광역시 동구 동촌로 3253월~12월주 1회053-956-81172023-08-08
1819인문학대한노인회 대구동구지회대구광역시 동구 동촌로 3253월~12월주 1회053-956-81172023-08-08
1920건강관리대한노인회 대구동구지회대구광역시 동구 동촌로 3253월~12월주 1회053-956-81172023-08-08
2021현장학습대한노인회 대구동구지회대구광역시 동구 동촌로 3253월~12월주 1회053-956-81172023-08-08
2122국내외정세대한노인회 대구동구지회대구광역시 동구 동촌로 3253월~12월주 1회053-956-81172023-08-08
2223교양강좌대한노인회 대구동구지회대구광역시 동구 동촌로 3253월~12월주 1회053-956-81172023-08-08
2324특별강좌대한노인회 대구동구지회대구광역시 동구 동촌로 3253월~12월주 1회053-956-81172023-08-08
2425모바일 미디어 활용대한노인회 대구동구지회대구광역시 동구 동촌로 3253월~12월주 1회053-956-81172023-08-08
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