Overview

Dataset statistics

Number of variables21
Number of observations72
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory13.2 KiB
Average record size in memory187.8 B

Variable types

Categorical4
Numeric17

Dataset

Description1. 연도: 2023년, (2018~2022년도 자료는 주기성 과거 데이터 참고)2. 성별: 남자, 여자 및 합계3. 연령: 65세 미만, 65~69세, 70~74세, 75~79세, 80~84세, 85세 이상4. 인정등급: 1등급, 2등급, 3등급, 4등급, 5등급, 인지지원등급5. 이용자: 연도말 기준 장기요양 인정자이고(사망자, 중복자, 등급탈락자 제외) 해당연도 이내 1회 이상 장기요양 급여비용이 지급 완료된 자6. 이용자 실인원수(전체): 2가지 이상의 장기요양 급여를 이용하더라도 중복 제거하여 1명으로 계산. 급여종류별 이용자수의 단순 합계가 아님.
Author국민건강보험공단
URLhttps://www.data.go.kr/data/15124619/fileData.do

Alerts

연도 has constant value ""Constant
이용자 실인원수(전체) has unique valuesUnique
이용자 실인원수(재가 및 복지용구) has unique valuesUnique
이용자 실인원수(재가) has unique valuesUnique
이용자수(복지용구) has unique valuesUnique
이용자 실인원수(시설) has 9 (12.5%) zerosZeros
이용자수(방문요양) has 1 (1.4%) zerosZeros
이용자수(방문목욕) has 7 (9.7%) zerosZeros
이용자수(방문간호) has 7 (9.7%) zerosZeros
이용자수(치매전담형주야간보호) has 4 (5.6%) zerosZeros
이용자수(단기보호) has 11 (15.3%) zerosZeros
이용자수(가족요양비) has 22 (30.6%) zerosZeros
이용자수(노인요양시설) has 9 (12.5%) zerosZeros
이용자수(시설내치매전담실가형) has 16 (22.2%) zerosZeros
이용자수(시설내치매전담실나형) has 28 (38.9%) zerosZeros
이용자수(노인요양공동생활가정) has 12 (16.7%) zerosZeros
이용자수(치매전담형공동생활가정) has 31 (43.1%) zerosZeros

Reproduction

Analysis started2024-03-14 12:25:34.196102
Analysis finished2024-03-14 12:25:34.486843
Duration0.29 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

연도
Categorical

CONSTANT 

Distinct1
Distinct (%)1.4%
Missing0
Missing (%)0.0%
Memory size704.0 B
2023
72 

Length

Max length4
Median length4
Mean length4
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
2023 72
100.0%

Length

2024-03-14T21:25:34.690382image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-14T21:25:35.005256image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2023 72
100.0%

성별
Categorical

Distinct2
Distinct (%)2.8%
Missing0
Missing (%)0.0%
Memory size704.0 B
남자
36 
여자
36 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
남자 36
50.0%
여자 36
50.0%

Length

2024-03-14T21:25:35.343220image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-14T21:25:35.661879image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
남자 36
50.0%
여자 36
50.0%

연령
Categorical

Distinct6
Distinct (%)8.3%
Missing0
Missing (%)0.0%
Memory size704.0 B
65세미만
12 
65-69세
12 
70-74세
12 
75-79세
12 
80-84세
12 

Length

Max length6
Median length6
Mean length5.6666667
Min length5

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row65세미만
2nd row65세미만
3rd row65세미만
4th row65세미만
5th row65세미만

Common Values

ValueCountFrequency (%)
65세미만 12
16.7%
65-69세 12
16.7%
70-74세 12
16.7%
75-79세 12
16.7%
80-84세 12
16.7%
85세이상 12
16.7%

Length

2024-03-14T21:25:36.010110image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-14T21:25:36.354153image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
65세미만 12
16.7%
65-69세 12
16.7%
70-74세 12
16.7%
75-79세 12
16.7%
80-84세 12
16.7%
85세이상 12
16.7%

인정등급
Categorical

Distinct6
Distinct (%)8.3%
Missing0
Missing (%)0.0%
Memory size704.0 B
1등급
12 
2등급
12 
3등급
12 
4등급
12 
5등급
12 

Length

Max length6
Median length3
Mean length3.5
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row1등급
2nd row2등급
3rd row3등급
4th row4등급
5th row5등급

Common Values

ValueCountFrequency (%)
1등급 12
16.7%
2등급 12
16.7%
3등급 12
16.7%
4등급 12
16.7%
5등급 12
16.7%
인지지원등급 12
16.7%

Length

2024-03-14T21:25:36.777881image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-14T21:25:37.171471image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
1등급 12
16.7%
2등급 12
16.7%
3등급 12
16.7%
4등급 12
16.7%
5등급 12
16.7%
인지지원등급 12
16.7%

이용자 실인원수(전체)
Real number (ℝ)

UNIQUE 

Distinct72
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean12992.5
Minimum81
Maximum159013
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size776.0 B
2024-03-14T21:25:37.614677image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum81
5-th percentile222.15
Q11492.75
median3862.5
Q312963.5
95-th percentile43740.3
Maximum159013
Range158932
Interquartile range (IQR)11470.75

Descriptive statistics

Standard deviation25230.834
Coefficient of variation (CV)1.9419537
Kurtosis18.288595
Mean12992.5
Median Absolute Deviation (MAD)3106
Skewness3.9682914
Sum935460
Variance6.3659499 × 108
MonotonicityNot monotonic
2024-03-14T21:25:38.116086image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1222 1
 
1.4%
1199 1
 
1.4%
457 1
 
1.4%
4250 1
 
1.4%
18397 1
 
1.4%
10200 1
 
1.4%
3233 1
 
1.4%
2057 1
 
1.4%
193 1
 
1.4%
1798 1
 
1.4%
Other values (62) 62
86.1%
ValueCountFrequency (%)
81 1
1.4%
87 1
1.4%
141 1
1.4%
193 1
1.4%
246 1
1.4%
364 1
1.4%
457 1
1.4%
572 1
1.4%
627 1
1.4%
776 1
1.4%
ValueCountFrequency (%)
159013 1
1.4%
106195 1
1.4%
88643 1
1.4%
45937 1
1.4%
41943 1
1.4%
38974 1
1.4%
37154 1
1.4%
29124 1
1.4%
29004 1
1.4%
23485 1
1.4%

이용자 실인원수(재가 및 복지용구)
Real number (ℝ)

UNIQUE 

Distinct72
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean10791.194
Minimum81
Maximum139480
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size776.0 B
2024-03-14T21:25:38.711484image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum81
5-th percentile222.15
Q11202
median3151.5
Q39960.75
95-th percentile37133.95
Maximum139480
Range139399
Interquartile range (IQR)8758.75

Descriptive statistics

Standard deviation21407.339
Coefficient of variation (CV)1.9837785
Kurtosis20.114029
Mean10791.194
Median Absolute Deviation (MAD)2474.5
Skewness4.1112075
Sum776966
Variance4.5827418 × 108
MonotonicityNot monotonic
2024-03-14T21:25:39.375627image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
806 1
 
1.4%
801 1
 
1.4%
457 1
 
1.4%
4112 1
 
1.4%
17256 1
 
1.4%
8683 1
 
1.4%
2249 1
 
1.4%
1303 1
 
1.4%
193 1
 
1.4%
1735 1
 
1.4%
Other values (62) 62
86.1%
ValueCountFrequency (%)
81 1
1.4%
87 1
1.4%
141 1
1.4%
193 1
1.4%
246 1
1.4%
364 1
1.4%
457 1
1.4%
571 1
1.4%
627 1
1.4%
727 1
1.4%
ValueCountFrequency (%)
139480 1
1.4%
81684 1
1.4%
75093 1
1.4%
37998 1
1.4%
36427 1
1.4%
35991 1
1.4%
27978 1
1.4%
26540 1
1.4%
22858 1
1.4%
19044 1
1.4%

이용자 실인원수(재가)
Real number (ℝ)

UNIQUE 

Distinct72
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean10116.583
Minimum53
Maximum134496
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size776.0 B
2024-03-14T21:25:39.986439image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum53
5-th percentile186.9
Q1906.25
median2771
Q39574.5
95-th percentile35496.25
Maximum134496
Range134443
Interquartile range (IQR)8668.25

Descriptive statistics

Standard deviation20550.025
Coefficient of variation (CV)2.0313206
Kurtosis20.593576
Mean10116.583
Median Absolute Deviation (MAD)2244.5
Skewness4.158443
Sum728394
Variance4.2230351 × 108
MonotonicityNot monotonic
2024-03-14T21:25:40.503517image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
556 1
 
1.4%
705 1
 
1.4%
377 1
 
1.4%
3996 1
 
1.4%
16490 1
 
1.4%
7964 1
 
1.4%
1932 1
 
1.4%
974 1
 
1.4%
166 1
 
1.4%
1681 1
 
1.4%
Other values (62) 62
86.1%
ValueCountFrequency (%)
53 1
1.4%
73 1
1.4%
114 1
1.4%
166 1
1.4%
204 1
1.4%
292 1
1.4%
377 1
1.4%
447 1
1.4%
502 1
1.4%
551 1
1.4%
ValueCountFrequency (%)
134496 1
1.4%
78541 1
1.4%
70425 1
1.4%
36313 1
1.4%
34828 1
1.4%
33497 1
1.4%
27116 1
1.4%
25182 1
1.4%
22042 1
1.4%
17810 1
1.4%

이용자 실인원수(시설)
Real number (ℝ)

ZEROS 

Distinct61
Distinct (%)84.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2905.4167
Minimum0
Maximum39501
Zeros9
Zeros (%)12.5%
Negative0
Negative (%)0.0%
Memory size776.0 B
2024-03-14T21:25:41.146154image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q1210.5
median823
Q32110.25
95-th percentile12203.1
Maximum39501
Range39501
Interquartile range (IQR)1899.75

Descriptive statistics

Standard deviation6450.7039
Coefficient of variation (CV)2.2202337
Kurtosis18.51915
Mean2905.4167
Median Absolute Deviation (MAD)794.5
Skewness4.0913066
Sum209190
Variance41611581
MonotonicityNot monotonic
2024-03-14T21:25:41.647048image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 9
 
12.5%
1 3
 
4.2%
416 2
 
2.8%
200 1
 
1.4%
767 1
 
1.4%
453 1
 
1.4%
56 1
 
1.4%
530 1
 
1.4%
646 1
 
1.4%
1071 1
 
1.4%
Other values (51) 51
70.8%
ValueCountFrequency (%)
0 9
12.5%
1 3
 
4.2%
56 1
 
1.4%
85 1
 
1.4%
109 1
 
1.4%
111 1
 
1.4%
163 1
 
1.4%
200 1
 
1.4%
214 1
 
1.4%
379 1
 
1.4%
ValueCountFrequency (%)
39501 1
1.4%
29809 1
1.4%
21024 1
1.4%
13269 1
1.4%
11331 1
1.4%
9257 1
1.4%
6956 1
1.4%
6413 1
1.4%
6131 1
1.4%
4771 1
1.4%

이용자수(방문요양)
Real number (ℝ)

ZEROS 

Distinct71
Distinct (%)98.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean8038
Minimum0
Maximum106130
Zeros1
Zeros (%)1.4%
Negative0
Negative (%)0.0%
Memory size776.0 B
2024-03-14T21:25:41.910919image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile6.1
Q1753.5
median2309
Q37370.75
95-th percentile28997.7
Maximum106130
Range106130
Interquartile range (IQR)6617.25

Descriptive statistics

Standard deviation16462.801
Coefficient of variation (CV)2.0481215
Kurtosis19.746955
Mean8038
Median Absolute Deviation (MAD)2287
Skewness4.1014788
Sum578736
Variance2.7102381 × 108
MonotonicityNot monotonic
2024-03-14T21:25:42.244415image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
7 2
 
2.8%
534 1
 
1.4%
3065 1
 
1.4%
8 1
 
1.4%
2345 1
 
1.4%
14438 1
 
1.4%
6932 1
 
1.4%
1791 1
 
1.4%
912 1
 
1.4%
3 1
 
1.4%
Other values (61) 61
84.7%
ValueCountFrequency (%)
0 1
1.4%
1 1
1.4%
3 1
1.4%
5 1
1.4%
7 2
2.8%
8 1
1.4%
11 1
1.4%
16 1
1.4%
20 1
1.4%
24 1
1.4%
ValueCountFrequency (%)
106130 1
1.4%
63838 1
1.4%
58858 1
1.4%
29353 1
1.4%
28707 1
1.4%
28176 1
1.4%
19383 1
1.4%
15463 1
1.4%
14950 1
1.4%
14836 1
1.4%

이용자수(방문목욕)
Real number (ℝ)

ZEROS 

Distinct63
Distinct (%)87.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1522.6806
Minimum0
Maximum23726
Zeros7
Zeros (%)9.7%
Negative0
Negative (%)0.0%
Memory size776.0 B
2024-03-14T21:25:42.729539image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q1121.75
median341.5
Q31164
95-th percentile5762.05
Maximum23726
Range23726
Interquartile range (IQR)1042.25

Descriptive statistics

Standard deviation3466.5338
Coefficient of variation (CV)2.2765995
Kurtosis25.126159
Mean1522.6806
Median Absolute Deviation (MAD)340
Skewness4.5988219
Sum109633
Variance12016856
MonotonicityNot monotonic
2024-03-14T21:25:42.969677image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 7
 
9.7%
1 2
 
2.8%
2 2
 
2.8%
125 2
 
2.8%
287 1
 
1.4%
265 1
 
1.4%
264 1
 
1.4%
1769 1
 
1.4%
963 1
 
1.4%
654 1
 
1.4%
Other values (53) 53
73.6%
ValueCountFrequency (%)
0 7
9.7%
1 2
 
2.8%
2 2
 
2.8%
5 1
 
1.4%
44 1
 
1.4%
58 1
 
1.4%
78 1
 
1.4%
94 1
 
1.4%
107 1
 
1.4%
112 1
 
1.4%
ValueCountFrequency (%)
23726 1
1.4%
11788 1
1.4%
11741 1
1.4%
6790 1
1.4%
4921 1
1.4%
4130 1
1.4%
3967 1
1.4%
3684 1
1.4%
3545 1
1.4%
3187 1
1.4%

이용자수(방문간호)
Real number (ℝ)

ZEROS 

Distinct62
Distinct (%)86.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean231.13889
Minimum0
Maximum1847
Zeros7
Zeros (%)9.7%
Negative0
Negative (%)0.0%
Memory size776.0 B
2024-03-14T21:25:43.205384image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q137.5
median123.5
Q3243.75
95-th percentile872.35
Maximum1847
Range1847
Interquartile range (IQR)206.25

Descriptive statistics

Standard deviation343.5165
Coefficient of variation (CV)1.4861908
Kurtosis9.2575242
Mean231.13889
Median Absolute Deviation (MAD)107.5
Skewness2.8640491
Sum16642
Variance118003.59
MonotonicityNot monotonic
2024-03-14T21:25:43.551715image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 7
 
9.7%
1 5
 
6.9%
83 1
 
1.4%
239 1
 
1.4%
58 1
 
1.4%
7 1
 
1.4%
121 1
 
1.4%
76 1
 
1.4%
115 1
 
1.4%
142 1
 
1.4%
Other values (52) 52
72.2%
ValueCountFrequency (%)
0 7
9.7%
1 5
6.9%
5 1
 
1.4%
7 1
 
1.4%
13 1
 
1.4%
19 1
 
1.4%
30 1
 
1.4%
36 1
 
1.4%
38 1
 
1.4%
39 1
 
1.4%
ValueCountFrequency (%)
1847 1
1.4%
1533 1
1.4%
1232 1
1.4%
940 1
1.4%
817 1
1.4%
761 1
1.4%
625 1
1.4%
602 1
1.4%
502 1
1.4%
455 1
1.4%

이용자수(주야간보호)
Real number (ℝ)

Distinct68
Distinct (%)94.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2547.2917
Minimum24
Maximum36235
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size776.0 B
2024-03-14T21:25:43.811620image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum24
5-th percentile43.3
Q1168.25
median506.5
Q32022.75
95-th percentile11662.8
Maximum36235
Range36211
Interquartile range (IQR)1854.5

Descriptive statistics

Standard deviation5478.7588
Coefficient of variation (CV)2.1508172
Kurtosis21.046847
Mean2547.2917
Median Absolute Deviation (MAD)436.5
Skewness4.1619098
Sum183405
Variance30016798
MonotonicityNot monotonic
2024-03-14T21:25:44.061015image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
70 2
 
2.8%
477 2
 
2.8%
1856 2
 
2.8%
88 2
 
2.8%
1384 1
 
1.4%
428 1
 
1.4%
117 1
 
1.4%
364 1
 
1.4%
1767 1
 
1.4%
2552 1
 
1.4%
Other values (58) 58
80.6%
ValueCountFrequency (%)
24 1
1.4%
32 1
1.4%
34 1
1.4%
40 1
1.4%
46 1
1.4%
52 1
1.4%
70 2
2.8%
71 1
1.4%
80 1
1.4%
88 2
2.8%
ValueCountFrequency (%)
36235 1
1.4%
18501 1
1.4%
17344 1
1.4%
13106 1
1.4%
10482 1
1.4%
8996 1
1.4%
7858 1
1.4%
6898 1
1.4%
6336 1
1.4%
4473 1
1.4%

이용자수(치매전담형주야간보호)
Real number (ℝ)

ZEROS 

Distinct43
Distinct (%)59.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean60.986111
Minimum0
Maximum682
Zeros4
Zeros (%)5.6%
Negative0
Negative (%)0.0%
Memory size776.0 B
2024-03-14T21:25:44.303226image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0.55
Q14.75
median17.5
Q347.75
95-th percentile354.2
Maximum682
Range682
Interquartile range (IQR)43

Descriptive statistics

Standard deviation119.20494
Coefficient of variation (CV)1.9546243
Kurtosis12.131063
Mean60.986111
Median Absolute Deviation (MAD)15.5
Skewness3.3140415
Sum4391
Variance14209.817
MonotonicityNot monotonic
2024-03-14T21:25:44.708151image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=43)
ValueCountFrequency (%)
1 6
 
8.3%
0 4
 
5.6%
5 4
 
5.6%
11 3
 
4.2%
4 3
 
4.2%
19 3
 
4.2%
3 3
 
4.2%
28 3
 
4.2%
2 2
 
2.8%
37 2
 
2.8%
Other values (33) 39
54.2%
ValueCountFrequency (%)
0 4
5.6%
1 6
8.3%
2 2
 
2.8%
3 3
4.2%
4 3
4.2%
5 4
5.6%
6 2
 
2.8%
8 1
 
1.4%
9 1
 
1.4%
10 1
 
1.4%
ValueCountFrequency (%)
682 1
1.4%
443 1
1.4%
398 1
1.4%
396 1
1.4%
320 1
1.4%
198 1
1.4%
175 1
1.4%
155 1
1.4%
136 2
2.8%
100 1
1.4%

이용자수(단기보호)
Real number (ℝ)

ZEROS 

Distinct33
Distinct (%)45.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean27.194444
Minimum0
Maximum349
Zeros11
Zeros (%)15.3%
Negative0
Negative (%)0.0%
Memory size776.0 B
2024-03-14T21:25:44.967747image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q11.75
median8.5
Q323.25
95-th percentile119.95
Maximum349
Range349
Interquartile range (IQR)21.5

Descriptive statistics

Standard deviation60.196074
Coefficient of variation (CV)2.2135431
Kurtosis19.731112
Mean27.194444
Median Absolute Deviation (MAD)7.5
Skewness4.2528499
Sum1958
Variance3623.5673
MonotonicityNot monotonic
2024-03-14T21:25:45.190619image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=33)
ValueCountFrequency (%)
0 11
 
15.3%
1 7
 
9.7%
5 5
 
6.9%
6 3
 
4.2%
2 3
 
4.2%
12 3
 
4.2%
9 3
 
4.2%
3 3
 
4.2%
27 2
 
2.8%
16 2
 
2.8%
Other values (23) 30
41.7%
ValueCountFrequency (%)
0 11
15.3%
1 7
9.7%
2 3
 
4.2%
3 3
 
4.2%
4 1
 
1.4%
5 5
6.9%
6 3
 
4.2%
7 2
 
2.8%
8 1
 
1.4%
9 3
 
4.2%
ValueCountFrequency (%)
349 1
1.4%
331 1
1.4%
141 1
1.4%
126 1
1.4%
115 1
1.4%
63 1
1.4%
59 1
1.4%
58 1
1.4%
57 1
1.4%
51 1
1.4%

이용자수(복지용구)
Real number (ℝ)

UNIQUE 

Distinct72
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean6753.1944
Minimum24
Maximum83432
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size776.0 B
2024-03-14T21:25:45.439547image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum24
5-th percentile72.3
Q1738.5
median1843
Q36604
95-th percentile24143.55
Maximum83432
Range83408
Interquartile range (IQR)5865.5

Descriptive statistics

Standard deviation13282.413
Coefficient of variation (CV)1.9668341
Kurtosis18.08894
Mean6753.1944
Median Absolute Deviation (MAD)1612
Skewness3.9598169
Sum486230
Variance1.764225 × 108
MonotonicityNot monotonic
2024-03-14T21:25:45.683819image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
681 1
 
1.4%
647 1
 
1.4%
131 1
 
1.4%
1658 1
 
1.4%
10815 1
 
1.4%
6268 1
 
1.4%
1874 1
 
1.4%
1145 1
 
1.4%
58 1
 
1.4%
755 1
 
1.4%
Other values (62) 62
86.1%
ValueCountFrequency (%)
24 1
1.4%
45 1
1.4%
50 1
1.4%
58 1
1.4%
84 1
1.4%
118 1
1.4%
131 1
1.4%
184 1
1.4%
194 1
1.4%
268 1
1.4%
ValueCountFrequency (%)
83432 1
1.4%
53364 1
1.4%
49988 1
1.4%
25914 1
1.4%
22695 1
1.4%
21152 1
1.4%
15968 1
1.4%
14785 1
1.4%
13049 1
1.4%
12306 1
1.4%

이용자수(가족요양비)
Real number (ℝ)

ZEROS 

Distinct27
Distinct (%)37.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean14.097222
Minimum0
Maximum198
Zeros22
Zeros (%)30.6%
Negative0
Negative (%)0.0%
Memory size776.0 B
2024-03-14T21:25:45.994739image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median3
Q314.25
95-th percentile58.15
Maximum198
Range198
Interquartile range (IQR)14.25

Descriptive statistics

Standard deviation29.816887
Coefficient of variation (CV)2.1150895
Kurtosis20.941636
Mean14.097222
Median Absolute Deviation (MAD)3
Skewness4.0792825
Sum1015
Variance889.04675
MonotonicityNot monotonic
2024-03-14T21:25:46.221653image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=27)
ValueCountFrequency (%)
0 22
30.6%
1 10
13.9%
4 4
 
5.6%
3 4
 
5.6%
2 3
 
4.2%
45 2
 
2.8%
19 2
 
2.8%
10 2
 
2.8%
16 2
 
2.8%
9 2
 
2.8%
Other values (17) 19
26.4%
ValueCountFrequency (%)
0 22
30.6%
1 10
13.9%
2 3
 
4.2%
3 4
 
5.6%
4 4
 
5.6%
5 2
 
2.8%
6 1
 
1.4%
7 2
 
2.8%
9 2
 
2.8%
10 2
 
2.8%
ValueCountFrequency (%)
198 1
1.4%
100 1
1.4%
88 1
1.4%
62 1
1.4%
55 1
1.4%
49 1
1.4%
45 2
2.8%
38 1
1.4%
35 1
1.4%
31 1
1.4%

이용자수(노인요양시설)
Real number (ℝ)

ZEROS 

Distinct62
Distinct (%)86.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2697.0556
Minimum0
Maximum36540
Zeros9
Zeros (%)12.5%
Negative0
Negative (%)0.0%
Memory size776.0 B
2024-03-14T21:25:46.473484image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q1198.25
median754
Q31959.75
95-th percentile11293
Maximum36540
Range36540
Interquartile range (IQR)1761.5

Descriptive statistics

Standard deviation5956.8314
Coefficient of variation (CV)2.2086425
Kurtosis18.521859
Mean2697.0556
Median Absolute Deviation (MAD)729
Skewness4.0857207
Sum194188
Variance35483840
MonotonicityNot monotonic
2024-03-14T21:25:46.727235image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 9
 
12.5%
1 3
 
4.2%
1559 1
 
1.4%
688 1
 
1.4%
403 1
 
1.4%
49 1
 
1.4%
490 1
 
1.4%
600 1
 
1.4%
985 1
 
1.4%
721 1
 
1.4%
Other values (52) 52
72.2%
ValueCountFrequency (%)
0 9
12.5%
1 3
 
4.2%
49 1
 
1.4%
78 1
 
1.4%
102 1
 
1.4%
104 1
 
1.4%
152 1
 
1.4%
184 1
 
1.4%
203 1
 
1.4%
352 1
 
1.4%
ValueCountFrequency (%)
36540 1
1.4%
27447 1
1.4%
19334 1
1.4%
12283 1
1.4%
10483 1
1.4%
8516 1
1.4%
6441 1
1.4%
6078 1
1.4%
5824 1
1.4%
4448 1
1.4%

이용자수(시설내치매전담실가형)
Real number (ℝ)

ZEROS 

Distinct37
Distinct (%)51.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean46.138889
Minimum0
Maximum733
Zeros16
Zeros (%)22.2%
Negative0
Negative (%)0.0%
Memory size776.0 B
2024-03-14T21:25:46.962974image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q11
median8.5
Q332.75
95-th percentile202.9
Maximum733
Range733
Interquartile range (IQR)31.75

Descriptive statistics

Standard deviation121.83009
Coefficient of variation (CV)2.6405078
Kurtosis21.456855
Mean46.138889
Median Absolute Deviation (MAD)8.5
Skewness4.4919977
Sum3322
Variance14842.572
MonotonicityNot monotonic
2024-03-14T21:25:47.279400image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=37)
ValueCountFrequency (%)
0 16
22.2%
5 6
 
8.3%
1 5
 
6.9%
4 3
 
4.2%
13 3
 
4.2%
20 3
 
4.2%
6 2
 
2.8%
9 2
 
2.8%
3 2
 
2.8%
11 2
 
2.8%
Other values (27) 28
38.9%
ValueCountFrequency (%)
0 16
22.2%
1 5
 
6.9%
2 1
 
1.4%
3 2
 
2.8%
4 3
 
4.2%
5 6
 
8.3%
6 2
 
2.8%
8 1
 
1.4%
9 2
 
2.8%
10 1
 
1.4%
ValueCountFrequency (%)
733 1
1.4%
638 1
1.4%
301 1
1.4%
292 1
1.4%
130 1
1.4%
119 1
1.4%
116 1
1.4%
96 1
1.4%
77 1
1.4%
63 1
1.4%

이용자수(시설내치매전담실나형)
Real number (ℝ)

ZEROS 

Distinct18
Distinct (%)25.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean6.8888889
Minimum0
Maximum100
Zeros28
Zeros (%)38.9%
Negative0
Negative (%)0.0%
Memory size776.0 B
2024-03-14T21:25:47.503331image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median1.5
Q36
95-th percentile28.1
Maximum100
Range100
Interquartile range (IQR)6

Descriptive statistics

Standard deviation17.418264
Coefficient of variation (CV)2.5284577
Kurtosis21.726356
Mean6.8888889
Median Absolute Deviation (MAD)1.5
Skewness4.5106696
Sum496
Variance303.39593
MonotonicityNot monotonic
2024-03-14T21:25:47.716387image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=18)
ValueCountFrequency (%)
0 28
38.9%
1 8
 
11.1%
2 7
 
9.7%
6 6
 
8.3%
3 4
 
5.6%
4 3
 
4.2%
5 2
 
2.8%
15 2
 
2.8%
11 2
 
2.8%
8 2
 
2.8%
Other values (8) 8
 
11.1%
ValueCountFrequency (%)
0 28
38.9%
1 8
 
11.1%
2 7
 
9.7%
3 4
 
5.6%
4 3
 
4.2%
5 2
 
2.8%
6 6
 
8.3%
8 2
 
2.8%
9 1
 
1.4%
11 2
 
2.8%
ValueCountFrequency (%)
100 1
1.4%
99 1
1.4%
39 1
1.4%
38 1
1.4%
20 1
1.4%
19 1
1.4%
15 2
2.8%
12 1
1.4%
11 2
2.8%
9 1
1.4%

이용자수(노인요양공동생활가정)
Real number (ℝ)

ZEROS 

Distinct57
Distinct (%)79.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean211.31944
Minimum0
Maximum2940
Zeros12
Zeros (%)16.7%
Negative0
Negative (%)0.0%
Memory size776.0 B
2024-03-14T21:25:47.942838image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q112.5
median63
Q3139.5
95-th percentile894.5
Maximum2940
Range2940
Interquartile range (IQR)127

Descriptive statistics

Standard deviation496.00491
Coefficient of variation (CV)2.3471806
Kurtosis17.379279
Mean211.31944
Median Absolute Deviation (MAD)55.5
Skewness4.0382369
Sum15215
Variance246020.87
MonotonicityNot monotonic
2024-03-14T21:25:48.223642image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 12
 
16.7%
40 2
 
2.8%
11 2
 
2.8%
76 2
 
2.8%
72 2
 
2.8%
47 1
 
1.4%
49 1
 
1.4%
78 1
 
1.4%
68 1
 
1.4%
203 1
 
1.4%
Other values (47) 47
65.3%
ValueCountFrequency (%)
0 12
16.7%
5 1
 
1.4%
6 1
 
1.4%
7 1
 
1.4%
8 1
 
1.4%
11 2
 
2.8%
13 1
 
1.4%
14 1
 
1.4%
16 1
 
1.4%
21 1
 
1.4%
ValueCountFrequency (%)
2940 1
1.4%
2250 1
1.4%
1873 1
1.4%
944 1
1.4%
854 1
1.4%
800 1
1.4%
610 1
1.4%
316 1
1.4%
313 1
1.4%
307 1
1.4%

이용자수(치매전담형공동생활가정)
Real number (ℝ)

ZEROS 

Distinct15
Distinct (%)20.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean6.2083333
Minimum0
Maximum104
Zeros31
Zeros (%)43.1%
Negative0
Negative (%)0.0%
Memory size776.0 B
2024-03-14T21:25:48.513311image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median1
Q33
95-th percentile29.15
Maximum104
Range104
Interquartile range (IQR)3

Descriptive statistics

Standard deviation18.197614
Coefficient of variation (CV)2.9311594
Kurtosis22.792813
Mean6.2083333
Median Absolute Deviation (MAD)1
Skewness4.6617496
Sum447
Variance331.15317
MonotonicityNot monotonic
2024-03-14T21:25:48.904271image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=15)
ValueCountFrequency (%)
0 31
43.1%
2 11
 
15.3%
1 10
 
13.9%
3 3
 
4.2%
4 3
 
4.2%
5 2
 
2.8%
8 2
 
2.8%
12 2
 
2.8%
104 2
 
2.8%
6 1
 
1.4%
Other values (5) 5
 
6.9%
ValueCountFrequency (%)
0 31
43.1%
1 10
 
13.9%
2 11
 
15.3%
3 3
 
4.2%
4 3
 
4.2%
5 2
 
2.8%
6 1
 
1.4%
8 2
 
2.8%
11 1
 
1.4%
12 2
 
2.8%
ValueCountFrequency (%)
104 2
2.8%
43 1
1.4%
33 1
1.4%
26 1
1.4%
17 1
1.4%
12 2
2.8%
11 1
1.4%
8 2
2.8%
6 1
1.4%
5 2
2.8%

Sample

연도성별연령인정등급이용자 실인원수(전체)이용자 실인원수(재가 및 복지용구)이용자 실인원수(재가)이용자 실인원수(시설)이용자수(방문요양)이용자수(방문목욕)이용자수(방문간호)이용자수(주야간보호)이용자수(치매전담형주야간보호)이용자수(단기보호)이용자수(복지용구)이용자수(가족요양비)이용자수(노인요양시설)이용자수(시설내치매전담실가형)이용자수(시설내치매전담실나형)이용자수(노인요양공동생활가정)이용자수(치매전담형공동생활가정)
02023남자65세미만1등급1222806556460534130832401681142600400
12023남자65세미만2등급1426852694634646112397103689059410510
22023남자65세미만3등급44603383295212402643405794771112241541163206852
32023남자65세미만4등급555646764420101639604678659418829372951203653
42023남자65세미만5등급100490488410964358526714040801020270
52023남자65세미만인지지원등급8181530000521045000000
62023남자65-69세1등급140610798343797991671033414837035201320
72023남자65-69세2등급199014041207702114320468104461109065560561
82023남자65-69세3등급698857915272141548365921407011820389671335233762
92023남자65-69세4등급11017994895491339876290716010261914575451242291960
연도성별연령인정등급이용자 실인원수(전체)이용자 실인원수(재가 및 복지용구)이용자 실인원수(재가)이용자 실인원수(시설)이용자수(방문요양)이용자수(방문목욕)이용자수(방문간호)이용자수(주야간보호)이용자수(치매전담형주야간보호)이용자수(단기보호)이용자수(복지용구)이용자수(가족요양비)이용자수(노인요양시설)이용자수(시설내치매전담실가형)이용자수(시설내치매전담실나형)이용자수(노인요양공동생활가정)이용자수(치매전담형공동생활가정)
622023여자80-84세3등급4593735991334971326928176492176178581981412591445122832923994433
632023여자80-84세4등급88643816847854111331638381178812321850144312649988100104833013880043
642023여자80-84세5등급23485228582204295312306236417910482320301020331874352721
652023여자80-84세인지지원등급187018701483034511416441646000000
662023여자85세이상1등급157307325580192575440111981746510396530485162058542
672023여자85세이상2등급3715419044167012102415463318794020343711515968161933413015187326
682023여자85세이상3등급10619575093704253950158858117411533173443983495336488365407331002940104
692023여자85세이상4등급15901313948013449629809106130237261847362356823318343219827447638992250104
702023여자85세이상5등급2900427978271161409148363545192131063965712306491297416934
712023여자85세이상인지지원등급147114701210124201157390480010000