Overview

Dataset statistics

Number of variables8
Number of observations283
Missing cells9
Missing cells (%)0.4%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory18.1 KiB
Average record size in memory65.5 B

Variable types

Numeric1
Categorical3
Text4

Dataset

Description충청남도 천안시 관내 노인복지시설 현황입니다. 충청남도 천안시 관내 복지시설의 항목(장기요양기관기호, 기관명, 기관종류 등)을 제공합니다.
URLhttps://www.data.go.kr/data/15074730/fileData.do

Alerts

운영상태 has constant value ""Constant
기관종류 is highly overall correlated with 급여종류High correlation
급여종류 is highly overall correlated with 기관종류High correlation
전화번호 has 4 (1.4%) missing valuesMissing
팩스번호 has 5 (1.8%) missing valuesMissing
연번 has unique valuesUnique

Reproduction

Analysis started2023-12-12 11:14:08.687196
Analysis finished2023-12-12 11:14:10.611298
Duration1.92 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

연번
Real number (ℝ)

UNIQUE 

Distinct283
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean142
Minimum1
Maximum283
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size2.6 KiB
2023-12-12T20:14:10.743201image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile15.1
Q171.5
median142
Q3212.5
95-th percentile268.9
Maximum283
Range282
Interquartile range (IQR)141

Descriptive statistics

Standard deviation81.839273
Coefficient of variation (CV)0.57633291
Kurtosis-1.2
Mean142
Median Absolute Deviation (MAD)71
Skewness0
Sum40186
Variance6697.6667
MonotonicityStrictly increasing
2023-12-12T20:14:11.320938image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1 1
 
0.4%
188 1
 
0.4%
194 1
 
0.4%
193 1
 
0.4%
192 1
 
0.4%
191 1
 
0.4%
190 1
 
0.4%
189 1
 
0.4%
187 1
 
0.4%
196 1
 
0.4%
Other values (273) 273
96.5%
ValueCountFrequency (%)
1 1
0.4%
2 1
0.4%
3 1
0.4%
4 1
0.4%
5 1
0.4%
6 1
0.4%
7 1
0.4%
8 1
0.4%
9 1
0.4%
10 1
0.4%
ValueCountFrequency (%)
283 1
0.4%
282 1
0.4%
281 1
0.4%
280 1
0.4%
279 1
0.4%
278 1
0.4%
277 1
0.4%
276 1
0.4%
275 1
0.4%
274 1
0.4%

운영상태
Categorical

CONSTANT 

Distinct1
Distinct (%)0.4%
Missing0
Missing (%)0.0%
Memory size2.3 KiB
운영
283 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
운영 283
100.0%

Length

2023-12-12T20:14:11.536827image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T20:14:11.698100image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
운영 283
100.0%
Distinct280
Distinct (%)98.9%
Missing0
Missing (%)0.0%
Memory size2.3 KiB
2023-12-12T20:14:12.045884image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length26
Median length20
Mean length9.6678445
Min length3

Characters and Unicode

Total characters2736
Distinct characters264
Distinct categories7 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique277 ?
Unique (%)97.9%

Sample

1st row 나눔의손재가노인복지센터
2nd row(A)비지팅엔젤스천안동남지점
3rd row(A)돕는천사 벧엘 천안지사
4th row(A)비지팅엔젤스 천안서북방문요양지점
5th row(주)씨티엘네트웍스충남센터
ValueCountFrequency (%)
재가복지센터 6
 
1.7%
재가노인복지센터 4
 
1.1%
병설 4
 
1.1%
주야간보호센터 3
 
0.9%
입장실버복지센터 2
 
0.6%
참조은집 2
 
0.6%
천안 2
 
0.6%
노인주야간보호센터 2
 
0.6%
동행 2
 
0.6%
방문요양복지센터 2
 
0.6%
Other values (308) 320
91.7%
2023-12-12T20:14:12.588567image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
172
 
6.3%
172
 
6.3%
116
 
4.2%
115
 
4.2%
111
 
4.1%
106
 
3.9%
92
 
3.4%
89
 
3.3%
84
 
3.1%
80
 
2.9%
Other values (254) 1599
58.4%

Most occurring categories

ValueCountFrequency (%)
Other Letter 2639
96.5%
Space Separator 67
 
2.4%
Uppercase Letter 8
 
0.3%
Close Punctuation 7
 
0.3%
Open Punctuation 7
 
0.3%
Decimal Number 7
 
0.3%
Other Punctuation 1
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
172
 
6.5%
172
 
6.5%
116
 
4.4%
115
 
4.4%
111
 
4.2%
106
 
4.0%
92
 
3.5%
89
 
3.4%
84
 
3.2%
80
 
3.0%
Other values (240) 1502
56.9%
Decimal Number
ValueCountFrequency (%)
1 3
42.9%
3 1
 
14.3%
6 1
 
14.3%
5 1
 
14.3%
2 1
 
14.3%
Uppercase Letter
ValueCountFrequency (%)
A 3
37.5%
J 2
25.0%
P 1
 
12.5%
T 1
 
12.5%
O 1
 
12.5%
Space Separator
ValueCountFrequency (%)
67
100.0%
Close Punctuation
ValueCountFrequency (%)
) 7
100.0%
Open Punctuation
ValueCountFrequency (%)
( 7
100.0%
Other Punctuation
ValueCountFrequency (%)
& 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 2639
96.5%
Common 89
 
3.3%
Latin 8
 
0.3%

Most frequent character per script

Hangul
ValueCountFrequency (%)
172
 
6.5%
172
 
6.5%
116
 
4.4%
115
 
4.4%
111
 
4.2%
106
 
4.0%
92
 
3.5%
89
 
3.4%
84
 
3.2%
80
 
3.0%
Other values (240) 1502
56.9%
Common
ValueCountFrequency (%)
67
75.3%
) 7
 
7.9%
( 7
 
7.9%
1 3
 
3.4%
3 1
 
1.1%
6 1
 
1.1%
& 1
 
1.1%
5 1
 
1.1%
2 1
 
1.1%
Latin
ValueCountFrequency (%)
A 3
37.5%
J 2
25.0%
P 1
 
12.5%
T 1
 
12.5%
O 1
 
12.5%

Most occurring blocks

ValueCountFrequency (%)
Hangul 2639
96.5%
ASCII 97
 
3.5%

Most frequent character per block

Hangul
ValueCountFrequency (%)
172
 
6.5%
172
 
6.5%
116
 
4.4%
115
 
4.4%
111
 
4.2%
106
 
4.0%
92
 
3.5%
89
 
3.4%
84
 
3.2%
80
 
3.0%
Other values (240) 1502
56.9%
ASCII
ValueCountFrequency (%)
67
69.1%
) 7
 
7.2%
( 7
 
7.2%
1 3
 
3.1%
A 3
 
3.1%
J 2
 
2.1%
3 1
 
1.0%
6 1
 
1.0%
& 1
 
1.0%
5 1
 
1.0%
Other values (4) 4
 
4.1%

기관종류
Categorical

HIGH CORRELATION 

Distinct3
Distinct (%)1.1%
Missing0
Missing (%)0.0%
Memory size2.3 KiB
재가장기요양기관
103 
재가급여제공 장기요양기관
96 
시설급여제공 장기요양기관
84 

Length

Max length13
Median length13
Mean length11.180212
Min length8

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row재가급여제공 장기요양기관
2nd row재가장기요양기관
3rd row재가장기요양기관
4th row재가급여제공 장기요양기관
5th row재가장기요양기관

Common Values

ValueCountFrequency (%)
재가장기요양기관 103
36.4%
재가급여제공 장기요양기관 96
33.9%
시설급여제공 장기요양기관 84
29.7%

Length

2023-12-12T20:14:12.760244image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T20:14:12.911533image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
장기요양기관 180
38.9%
재가장기요양기관 103
22.2%
재가급여제공 96
20.7%
시설급여제공 84
18.1%

급여종류
Categorical

HIGH CORRELATION 

Distinct17
Distinct (%)6.0%
Missing0
Missing (%)0.0%
Memory size2.3 KiB
방문요양,방문목욕
66 
노인요양시설(개정법)
61 
주야간보호
42 
방문요양
35 
노인요양공동생활가정
23 
Other values (12)
56 

Length

Max length20
Median length19
Mean length8.8869258
Min length4

Unique

Unique7 ?
Unique (%)2.5%

Sample

1st row방문요양,방문목욕
2nd row방문요양,방문목욕
3rd row방문요양,방문목욕
4th row방문요양,방문목욕
5th row복지용구제공사업소

Common Values

ValueCountFrequency (%)
방문요양,방문목욕 66
23.3%
노인요양시설(개정법) 61
21.6%
주야간보호 42
14.8%
방문요양 35
12.4%
노인요양공동생활가정 23
 
8.1%
복지용구제공사업소 19
 
6.7%
방문요양,방문목욕,주야간보호 13
 
4.6%
방문요양,주야간보호 10
 
3.5%
방문요양,방문목욕,복지용구제공사업소 4
 
1.4%
방문요양,방문목욕,방문간호 3
 
1.1%
Other values (7) 7
 
2.5%

Length

2023-12-12T20:14:13.053417image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
방문요양,방문목욕 66
23.3%
노인요양시설(개정법 61
21.6%
주야간보호 42
14.8%
방문요양 35
12.4%
노인요양공동생활가정 23
 
8.1%
복지용구제공사업소 19
 
6.7%
방문요양,방문목욕,주야간보호 13
 
4.6%
방문요양,주야간보호 10
 
3.5%
방문요양,방문목욕,복지용구제공사업소 4
 
1.4%
방문요양,방문목욕,방문간호 3
 
1.1%
Other values (7) 7
 
2.5%
Distinct263
Distinct (%)92.9%
Missing0
Missing (%)0.0%
Memory size2.3 KiB
2023-12-12T20:14:13.368611image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length59
Median length47
Mean length32.007067
Min length22

Characters and Unicode

Total characters9058
Distinct characters217
Distinct categories9 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique244 ?
Unique (%)86.2%

Sample

1st row충청남도 천안시 동남구 목천읍 충절로 820, 2층동남구 목천읍 충절로 820, 2층
2nd row충청남도 천안시 서북구 월봉7길 49, 223호 (쌍용동, 효명 리치빌)
3rd row충청남도 천안시 동남구 원거리12길 2, 1층 (원성동)
4th row충청남도 천안시 서북구 백석로 136, 2층 9호 (백석동, 현대아파트단지)
5th row충청남도 천안시 서북구 성정동 714번지 1호 102호
ValueCountFrequency (%)
충청남도 283
 
14.2%
천안시 283
 
14.2%
서북구 156
 
7.8%
동남구 128
 
6.4%
2층 41
 
2.1%
쌍용동 33
 
1.7%
성정동 23
 
1.2%
성환읍 20
 
1.0%
두정동 19
 
1.0%
1층 18
 
0.9%
Other values (520) 984
49.5%
2023-12-12T20:14:13.877897image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
1709
 
18.9%
419
 
4.6%
374
 
4.1%
325
 
3.6%
1 321
 
3.5%
301
 
3.3%
298
 
3.3%
297
 
3.3%
296
 
3.3%
287
 
3.2%
Other values (207) 4431
48.9%

Most occurring categories

ValueCountFrequency (%)
Other Letter 5300
58.5%
Space Separator 1709
 
18.9%
Decimal Number 1336
 
14.7%
Other Punctuation 220
 
2.4%
Close Punctuation 206
 
2.3%
Open Punctuation 206
 
2.3%
Dash Punctuation 70
 
0.8%
Uppercase Letter 10
 
0.1%
Lowercase Letter 1
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
419
 
7.9%
374
 
7.1%
325
 
6.1%
301
 
5.7%
298
 
5.6%
297
 
5.6%
296
 
5.6%
287
 
5.4%
283
 
5.3%
178
 
3.4%
Other values (189) 2242
42.3%
Decimal Number
ValueCountFrequency (%)
1 321
24.0%
2 233
17.4%
3 158
11.8%
0 144
10.8%
4 110
 
8.2%
5 93
 
7.0%
7 80
 
6.0%
6 80
 
6.0%
9 59
 
4.4%
8 58
 
4.3%
Uppercase Letter
ValueCountFrequency (%)
B 9
90.0%
A 1
 
10.0%
Space Separator
ValueCountFrequency (%)
1709
100.0%
Other Punctuation
ValueCountFrequency (%)
, 220
100.0%
Close Punctuation
ValueCountFrequency (%)
) 206
100.0%
Open Punctuation
ValueCountFrequency (%)
( 206
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 70
100.0%
Lowercase Letter
ValueCountFrequency (%)
c 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 5300
58.5%
Common 3747
41.4%
Latin 11
 
0.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
419
 
7.9%
374
 
7.1%
325
 
6.1%
301
 
5.7%
298
 
5.6%
297
 
5.6%
296
 
5.6%
287
 
5.4%
283
 
5.3%
178
 
3.4%
Other values (189) 2242
42.3%
Common
ValueCountFrequency (%)
1709
45.6%
1 321
 
8.6%
2 233
 
6.2%
, 220
 
5.9%
) 206
 
5.5%
( 206
 
5.5%
3 158
 
4.2%
0 144
 
3.8%
4 110
 
2.9%
5 93
 
2.5%
Other values (5) 347
 
9.3%
Latin
ValueCountFrequency (%)
B 9
81.8%
A 1
 
9.1%
c 1
 
9.1%

Most occurring blocks

ValueCountFrequency (%)
Hangul 5300
58.5%
ASCII 3758
41.5%

Most frequent character per block

ASCII
ValueCountFrequency (%)
1709
45.5%
1 321
 
8.5%
2 233
 
6.2%
, 220
 
5.9%
) 206
 
5.5%
( 206
 
5.5%
3 158
 
4.2%
0 144
 
3.8%
4 110
 
2.9%
5 93
 
2.5%
Other values (8) 358
 
9.5%
Hangul
ValueCountFrequency (%)
419
 
7.9%
374
 
7.1%
325
 
6.1%
301
 
5.7%
298
 
5.6%
297
 
5.6%
296
 
5.6%
287
 
5.4%
283
 
5.3%
178
 
3.4%
Other values (189) 2242
42.3%

전화번호
Text

MISSING 

Distinct258
Distinct (%)92.5%
Missing4
Missing (%)1.4%
Memory size2.3 KiB
2023-12-12T20:14:14.187081image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/