Dataset statistics
Number of variables | 7 |
---|---|
Number of observations | 178 |
Missing cells | 8 |
Missing cells (%) | 0.6% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 10.7 KiB |
Average record size in memory | 61.7 B |
Variable types
Categorical | 2 |
---|---|
Numeric | 5 |
Dataset
Description | 2019년~2022년 충청남도 요양기관종별 기관수 데이터로 시군별 구분, 요양기관종별, 2019, 2020, 2021, 2022, 총합계 정보를 제공합니다. |
---|---|
Author | 충청남도 |
URL | https://alldam.chungnam.go.kr/index.chungnam?menuCd=DOM_000000201001001001&st=&cds=&orgCd=&apiType=&isOpen=Y&pageIndex=7&beforeMenuCd=DOM_000000201001001000&publicdatapk=15124817 |
2019 is highly overall correlated with 2020 and 4 other fields | High correlation |
2020 is highly overall correlated with 2019 and 4 other fields | High correlation |
2021 is highly overall correlated with 2019 and 4 other fields | High correlation |
2022 is highly overall correlated with 2019 and 4 other fields | High correlation |
총합계 is highly overall correlated with 2019 and 4 other fields | High correlation |
요양기관종별 is highly overall correlated with 2019 and 4 other fields | High correlation |
2020 has 2 (1.1%) missing values | Missing |
2021 has 2 (1.1%) missing values | Missing |
2022 has 3 (1.7%) missing values | Missing |
Reproduction
Analysis started | 2024-01-09 19:46:58.315663 |
---|---|
Analysis finished | 2024-01-09 19:47:00.645325 |
Duration | 2.33 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
구분
Categorical
Distinct | 17 |
---|---|
Distinct (%) | 9.6% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 1.5 KiB |
천안시 서북구 | |
---|---|
아산시 | |
태안군 | |
당진시 | |
공주시 | |
Other values (12) |
Length
Max length | 8 |
---|---|
Median length | 3 |
Mean length | 3.6067416 |
Min length | 3 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 계룡시 |
---|---|
2nd row | 계룡시 |
3rd row | 계룡시 |
4th row | 계룡시 |
5th row | 계룡시 |
Common Values
Value | Count | Frequency (%) |
천안시 서북구 | 13 | 7.3% |
아산시 | 13 | 7.3% |
태안군 | 12 | 6.7% |
당진시 | 12 | 6.7% |
공주시 | 12 | 6.7% |
논산시 | 11 | 6.2% |
보령시 | 11 | 6.2% |
예산군 | 11 | 6.2% |
홍성군 | 11 | 6.2% |
청양군 | 10 | 5.6% |
Other values (7) | 62 |
Length
Value | Count | Frequency (%) |
천안시 | 26 | 12.7% |
서북구 | 13 | 6.4% |
아산시 | 13 | 6.4% |
동남구 | 13 | 6.4% |
태안군 | 12 | 5.9% |
당진시 | 12 | 5.9% |
공주시 | 12 | 5.9% |
홍성군 | 11 | 5.4% |
예산군 | 11 | 5.4% |
보령시 | 11 | 5.4% |
Other values (7) | 70 |
요양기관종별
Categorical
HIGH CORRELATION
 
Distinct | 30 |
---|---|
Distinct (%) | 16.9% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 1.5 KiB |
요양병원-일반 | |
---|---|
치과의원 | |
한의원 | |
보건지소 | |
약국 | |
Other values (25) |
Length
Max length | 10 |
---|---|
Median length | 7 |
Mean length | 3.9157303 |
Min length | 2 |
Unique
Unique | 17 ? |
---|---|
Unique (%) | 9.6% |
Sample
1st row | 계룡시 소계 |
---|---|
2nd row | 병원 |
3rd row | 요양병원-일반 |
4th row | 의원 |
5th row | 치과의원 |
Common Values
Value | Count | Frequency (%) |
요양병원-일반 | 16 | |
치과의원 | 16 | |
한의원 | 16 | |
보건지소 | 16 | |
약국 | 16 | |
의원 | 16 | |
보건진료소 | 15 | |
보건소 | 14 | |
병원 | 14 | |
종합병원 | 10 | 5.6% |
Other values (20) | 29 |
Length
Value | Count | Frequency (%) |
요양병원-일반 | 16 | 8.2% |
소계 | 16 | 8.2% |
한의원 | 16 | 8.2% |
보건지소 | 16 | 8.2% |
약국 | 16 | 8.2% |
의원 | 16 | 8.2% |
치과의원 | 16 | 8.2% |
보건진료소 | 15 | 7.7% |
보건소 | 14 | 7.1% |
병원 | 14 | 7.1% |
Other values (22) | 41 |
2019
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 70 |
---|---|
Distinct (%) | 39.5% |
Missing | 1 |
Missing (%) | 0.6% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 40.915254 |
Minimum | 1 |
---|---|
Maximum | 645 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.7 KiB |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 1 |
Q1 | 2 |
median | 13 |
Q3 | 37 |
95-th percentile | 177.6 |
Maximum | 645 |
Range | 644 |
Interquartile range (IQR) | 35 |
Descriptive statistics
Standard deviation | 80.812062 |
---|---|
Coefficient of variation (CV) | 1.9751084 |
Kurtosis | 22.839343 |
Mean | 40.915254 |
Median Absolute Deviation (MAD) | 12 |
Skewness | 4.2104133 |
Sum | 7242 |
Variance | 6530.5894 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1 | 42 | |
2 | 9 | 5.1% |
10 | 6 | 3.4% |
13 | 6 | 3.4% |
11 | 6 | 3.4% |
16 | 6 | 3.4% |
3 | 5 | 2.8% |
14 | 4 | 2.2% |
8 | 4 | 2.2% |
6 | 4 | 2.2% |
Other values (60) | 85 |
Value | Count | Frequency (%) |
1 | 42 | |
2 | 9 | 5.1% |
3 | 5 | 2.8% |
4 | 3 | 1.7% |
5 | 1 | 0.6% |
6 | 4 | 2.2% |
7 | 2 | 1.1% |
8 | 4 | 2.2% |
9 | 3 | 1.7% |
10 | 6 | 3.4% |
Value | Count | Frequency (%) |
645 | 1 | |
432 | 1 | |
419 | 1 | |
265 | 1 | |
261 | 1 | |
260 | 1 | |
219 | 1 | |
213 | 1 | |
184 | 1 | |
176 | 1 |
2020
Real number (ℝ)
HIGH CORRELATION
  MISSING
 
Distinct | 72 |
---|---|
Distinct (%) | 40.9% |
Missing | 2 |
Missing (%) | 1.1% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 41.670455 |
Minimum | 1 |
---|---|
Maximum | 658 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.7 KiB |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 1 |
Q1 | 2 |
median | 12.5 |
Q3 | 36.75 |
95-th percentile | 182.25 |
Maximum | 658 |
Range | 657 |
Interquartile range (IQR) | 34.75 |
Descriptive statistics
Standard deviation | 82.269414 |
---|---|
Coefficient of variation (CV) | 1.9742865 |
Kurtosis | 22.968146 |
Mean | 41.670455 |
Median Absolute Deviation (MAD) | 11.5 |
Skewness | 4.2163788 |
Sum | 7334 |
Variance | 6768.2565 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1 | 42 | |
2 | 8 | 4.5% |
10 | 6 | 3.4% |
11 | 5 | 2.8% |
8 | 5 | 2.8% |
14 | 4 | 2.2% |
15 | 4 | 2.2% |
16 | 4 | 2.2% |
12 | 4 | 2.2% |
4 | 4 | 2.2% |
Other values (62) | 90 |
Value | Count | Frequency (%) |
1 | 42 | |
2 | 8 | 4.5% |
3 | 4 | 2.2% |
4 | 4 | 2.2% |
5 | 2 | 1.1% |
6 | 2 | 1.1% |
7 | 3 | 1.7% |
8 | 5 | 2.8% |
9 | 3 | 1.7% |
10 | 6 | 3.4% |
Value | Count | Frequency (%) |
658 | 1 | |
436 | 1 | |
426 | 1 | |
269 | 1 | |
262 | 1 | |
261 | 1 | |
220 | 1 | |
219 | 1 | |
189 | 1 | |
180 | 1 |
2021
Real number (ℝ)
HIGH CORRELATION
  MISSING
 
Distinct | 73 |
---|---|
Distinct (%) | 41.5% |
Missing | 2 |
Missing (%) | 1.1% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 41.897727 |
Minimum | 1 |
---|---|
Maximum | 669 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.7 KiB |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 1 |
Q1 | 2 |
median | 13 |
Q3 | 37.5 |
95-th percentile | 177.75 |
Maximum | 669 |
Range | 668 |
Interquartile range (IQR) | 35.5 |
Descriptive statistics
Standard deviation | 83.115072 |
---|---|
Coefficient of variation (CV) | 1.9837609 |
Kurtosis | 23.46345 |
Mean | 41.897727 |
Median Absolute Deviation (MAD) | 12 |
Skewness | 4.2580373 |
Sum | 7374 |
Variance | 6908.1152 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1 | 41 | |
2 | 8 | 4.5% |
10 | 6 | 3.4% |
7 | 6 | 3.4% |
11 | 6 | 3.4% |
14 | 5 | 2.8% |
4 | 5 | 2.8% |
3 | 4 | 2.2% |
19 | 4 | 2.2% |
13 | 4 | 2.2% |
Other values (63) | 87 |
Value | Count | Frequency (%) |
1 | 41 | |
2 | 8 | 4.5% |
3 | 4 | 2.2% |
4 | 5 | 2.8% |
5 | 1 | 0.6% |
6 | 1 | 0.6% |
7 | 6 | 3.4% |
8 | 4 | 2.2% |
9 | 3 | 1.7% |
10 | 6 | 3.4% |
Value | Count | Frequency (%) |
669 | 1 | |
439 | 1 | |
431 | 1 | |
269 | 1 | |
265 | 1 | |
263 | 1 | |
224 | 1 | |
222 | 1 | |
189 | 1 | |
174 | 1 |
2022
Real number (ℝ)
HIGH CORRELATION
  MISSING
 
Distinct | 74 |
---|---|
Distinct (%) | 42.3% |
Missing | 3 |
Missing (%) | 1.7% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 42.594286 |
Minimum | 1 |
---|---|
Maximum | 679 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.7 KiB |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 1 |
Q1 | 2 |
median | 13 |
Q3 | 38.5 |
95-th percentile | 181.3 |
Maximum | 679 |
Range | 678 |
Interquartile range (IQR) | 36.5 |
Descriptive statistics
Standard deviation | 84.527157 |
---|---|
Coefficient of variation (CV) | 1.9844717 |
Kurtosis | 23.463221 |
Mean | 42.594286 |
Median Absolute Deviation (MAD) | 12 |
Skewness | 4.2621304 |
Sum | 7454 |
Variance | 7144.8402 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1 | 40 | |
2 | 8 | 4.5% |
10 | 7 | 3.9% |
11 | 6 | 3.4% |
13 | 6 | 3.4% |
7 | 5 | 2.8% |
16 | 5 | 2.8% |
4 | 5 | 2.8% |
3 | 4 | 2.2% |
19 | 4 | 2.2% |
Other values (64) | 85 |
Value | Count | Frequency (%) |
1 | 40 | |
2 | 8 | 4.5% |
3 | 4 | 2.2% |
4 | 5 | 2.8% |
5 | 1 | 0.6% |
6 | 1 | 0.6% |
7 | 5 | 2.8% |
8 | 4 | 2.2% |
9 | 3 | 1.7% |
10 | 7 | 3.9% |
Value | Count | Frequency (%) |
679 | 1 | |
451 | 1 | |
434 | 1 | |
274 | 1 | |
272 | 1 | |
267 | 1 | |
228 | 1 | |
218 | 1 | |
189 | 1 | |
178 | 1 |
총합계
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 102 |
---|---|
Distinct (%) | 57.3% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 165.19101 |
Minimum | 1 |
---|---|
Maximum | 2651 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.7 KiB |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 4 |
Q1 | 8 |
median | 49.5 |
Q3 | 145.75 |
95-th percentile | 714.45 |
Maximum | 2651 |
Range | 2650 |
Interquartile range (IQR) | 137.75 |
Descriptive statistics
Standard deviation | 329.2875 |
---|---|
Coefficient of variation (CV) | 1.9933742 |
Kurtosis | 23.430333 |
Mean | 165.19101 |
Median Absolute Deviation (MAD) | 45.5 |
Skewness | 4.2585427 |
Sum | 29404 |
Variance | 108430.26 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
4 | 38 | 21.3% |
8 | 7 | 3.9% |
44 | 5 | 2.8% |
12 | 5 | 2.8% |
40 | 5 | 2.8% |
64 | 3 | 1.7% |
60 | 3 | 1.7% |
36 | 3 | 1.7% |
76 | 3 | 1.7% |
16 | 3 | 1.7% |
Other values (92) | 103 |
Value | Count | Frequency (%) |
1 | 2 | 1.1% |
3 | 2 | 1.1% |
4 | 38 | |
5 | 1 | 0.6% |
6 | 1 | 0.6% |
8 | 7 | 3.9% |
12 | 5 | 2.8% |
15 | 1 | 0.6% |
16 | 3 | 1.7% |
20 | 1 | 0.6% |
Value | Count | Frequency (%) |
2651 | 1 | |
1758 | 1 | |
1710 | 1 | |
1066 | 1 | |
1065 | 1 | |
1057 | 1 | |
884 | 1 | |
879 | 1 | |
751 | 1 | |
708 | 1 |
구분 | 요양기관종별 | 2019 | 2020 | 2021 | 2022 | 총합계 | |
---|---|---|---|---|---|---|---|
구분 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
요양기관종별 | 0.000 | 1.000 | 0.966 | 0.973 | 0.973 | 0.973 | 0.971 |
2019 | 0.000 | 0.966 | 1.000 | 0.997 | 0.997 | 0.997 | 0.999 |
2020 | 0.000 | 0.973 | 0.997 | 1.000 | 0.997 | 0.997 | 0.999 |
2021 | 0.000 | 0.973 | 0.997 | 0.997 | 1.000 | 1.000 | 0.999 |
2022 | 0.000 | 0.973 | 0.997 | 0.997 | 1.000 | 1.000 | 0.999 |
총합계 | 0.000 | 0.971 | 0.999 | 0.999 | 0.999 | 0.999 | 1.000 |
구분 | 요양기관종별 | |
---|---|---|
구분 | 1.000 | 0.000 |
요양기관종별 | 0.000 | 1.000 |
2019 | 2020 | 2021 | 2022 | 총합계 | 구분 | 요양기관종별 | |
---|---|---|---|---|---|---|---|
2019 | 1.000 | 0.999 | 0.998 | 0.998 | 0.998 | 0.000 | 0.780 |
2020 | 0.999 | 1.000 | 0.999 | 0.999 | 0.998 | 0.000 | 0.804 |
2021 | 0.998 | 0.999 | 1.000 | 1.000 | 0.999 | 0.000 | 0.804 |
2022 | 0.998 | 0.999 | 1.000 | 1.000 | 0.999 | 0.000 | 0.804 |
총합계 | 0.998 | 0.998 | 0.999 | 0.999 | 1.000 | 0.000 | 0.797 |
구분 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 |
요양기관종별 | 0.780 | 0.804 | 0.804 | 0.804 | 0.797 | 0.000 | 1.000 |
구분 | 요양기관종별 | 2019 | 2020 | 2021 | 2022 | 총합계 | |
---|---|---|---|---|---|---|---|
0 | 계룡시 | 계룡시 소계 | 61 | 65 | 65 | 65 | 256 |
1 | 계룡시 | 병원 | 1 | 1 | 1 | 1 | 4 |
2 | 계룡시 | 요양병원-일반 | 1 | 1 | 1 | 1 | 4 |
3 | 계룡시 | 의원 | 18 | 20 | 20 | 19 | 77 |
4 | 계룡시 | 치과의원 | 13 | 14 | 14 | 14 | 55 |
5 | 계룡시 | 한의원 | 11 | 11 | 11 | 11 | 44 |
6 | 계룡시 | 보건소 | 1 | 1 | 1 | 1 | 4 |
7 | 계룡시 | 보건지소 | 2 | 2 | 2 | 2 | 8 |
8 | 계룡시 | 약국 | 14 | 15 | 15 | 16 | 60 |
9 | 공주시 | 공주시 소계 | 219 | 220 | 222 | 218 | 879 |
구분 | 요양기관종별 | 2019 | 2020 | 2021 | 2022 | 총합계 | |
---|---|---|---|---|---|---|---|
168 | 홍성군 | 종합병원 | 1 | 1 | 1 | 1 | 4 |
169 | 홍성군 | 요양병원-일반 | 3 | 3 | 3 | 3 | 12 |
170 | 홍성군 | 의원 | 50 | 51 | 50 | 50 | 201 |
171 | 홍성군 | 치과의원 | 26 | 26 | 26 | 28 | 106 |
172 | 홍성군 | 한방병원 | 2 | 2 | 2 | 2 | 8 |
173 | 홍성군 | 한의원 | 23 | 23 | 22 | 22 | 90 |
174 | 홍성군 | 보건소 | 1 | 1 | 1 | 1 | 4 |
175 | 홍성군 | 보건지소 | 11 | 11 | 11 | 11 | 44 |
176 | 홍성군 | 보건진료소 | 14 | 14 | 14 | 14 | 56 |
177 | 홍성군 | 약국 | 45 | 48 | 44 | 46 | 183 |