Dataset statistics
Number of variables | 6 |
---|---|
Number of observations | 286 |
Missing cells | 104 |
Missing cells (%) | 6.1% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 14.9 KiB |
Average record size in memory | 53.5 B |
Variable types
Numeric | 5 |
---|---|
Categorical | 1 |
Dataset
Description | 연도,지역이름,주민등록인구,등록회원,비입원자수,유지율(%) |
---|---|
Author | 서울시정신건강복지센터 |
URL | https://data.seoul.go.kr/dataList/OA-20333/S/1/datasetView.do |
주민등록인구 is highly overall correlated with 등록회원 and 1 other fields | High correlation |
등록회원 is highly overall correlated with 주민등록인구 and 1 other fields | High correlation |
비입원자수 is highly overall correlated with 등록회원 and 1 other fields | High correlation |
유지율(%) is highly overall correlated with 비입원자수 | High correlation |
지역이름 is highly overall correlated with 주민등록인구 | High correlation |
주민등록인구 has 26 (9.1%) missing values | Missing |
등록회원 has 26 (9.1%) missing values | Missing |
비입원자수 has 26 (9.1%) missing values | Missing |
유지율(%) has 26 (9.1%) missing values | Missing |
Reproduction
Analysis started | 2024-04-06 13:17:04.323227 |
---|---|
Analysis finished | 2024-04-06 13:17:07.839005 |
Duration | 3.52 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
연도
Real number (ℝ)
Distinct | 11 |
---|---|
Distinct (%) | 3.8% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2016.9091 |
Minimum | 2011 |
---|---|
Maximum | 2022 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 2.6 KiB |
Quantile statistics
Minimum | 2011 |
---|---|
5-th percentile | 2011 |
Q1 | 2014 |
median | 2017 |
Q3 | 2020 |
95-th percentile | 2022 |
Maximum | 2022 |
Range | 11 |
Interquartile range (IQR) | 6 |
Descriptive statistics
Standard deviation | 3.32119 |
---|---|
Coefficient of variation (CV) | 0.0016466731 |
Kurtosis | -1.0393846 |
Mean | 2016.9091 |
Median Absolute Deviation (MAD) | 3 |
Skewness | -0.14549456 |
Sum | 576836 |
Variance | 11.030303 |
Monotonicity | Decreasing |
Value | Count | Frequency (%) |
2022 | 26 | |
2021 | 26 | |
2020 | 26 | |
2019 | 26 | |
2018 | 26 | |
2017 | 26 | |
2016 | 26 | |
2015 | 26 | |
2014 | 26 | |
2013 | 26 |
Value | Count | Frequency (%) |
2011 | 26 | |
2013 | 26 | |
2014 | 26 | |
2015 | 26 | |
2016 | 26 | |
2017 | 26 | |
2018 | 26 | |
2019 | 26 | |
2020 | 26 | |
2021 | 26 |
Value | Count | Frequency (%) |
2022 | 26 | |
2021 | 26 | |
2020 | 26 | |
2019 | 26 | |
2018 | 26 | |
2017 | 26 | |
2016 | 26 | |
2015 | 26 | |
2014 | 26 | |
2013 | 26 |
지역이름
Categorical
HIGH CORRELATION
 
Distinct | 26 |
---|---|
Distinct (%) | 9.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 2.4 KiB |
서초구 | 11 |
---|---|
마포구 | 11 |
동작구 | 11 |
서울시 | 11 |
강남구 | 11 |
Other values (21) |
Length
Max length | 11 |
---|---|
Median length | 10 |
Mean length | 9.8076923 |
Min length | 3 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 서초구 |
---|---|
2nd row | 마포구 |
3rd row | 동작구 |
4th row | 서울시 |
5th row | 강남구 |
Common Values
Value | Count | Frequency (%) |
서초구 | 11 | 3.8% |
마포구 | 11 | 3.8% |
동작구 | 11 | 3.8% |
서울시 | 11 | 3.8% |
강남구 | 11 | 3.8% |
종로구 | 11 | 3.8% |
도봉구 | 11 | 3.8% |
금천구 | 11 | 3.8% |
강북구 | 11 | 3.8% |
성북구 | 11 | 3.8% |
Other values (16) | 176 |
Length
Value | Count | Frequency (%) |
서초구 | 11 | 3.8% |
마포구 | 11 | 3.8% |
광진구 | 11 | 3.8% |
강서구 | 11 | 3.8% |
관악구 | 11 | 3.8% |
노원구 | 11 | 3.8% |
서대문구 | 11 | 3.8% |
구로구 | 11 | 3.8% |
동대문구 | 11 | 3.8% |
중랑구 | 11 | 3.8% |
Other values (16) | 176 |
주민등록인구
Real number (ℝ)
HIGH CORRELATION
  MISSING
 
Distinct | 260 |
---|---|
Distinct (%) | 100.0% |
Missing | 26 |
Missing (%) | 9.1% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 761368.72 |
Minimum | 122499 |
---|---|
Maximum | 10249679 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 2.6 KiB |
Quantile statistics
Minimum | 122499 |
---|---|
5-th percentile | 152664.65 |
Q1 | 323150.25 |
median | 400819 |
Q3 | 492804.5 |
95-th percentile | 667982.75 |
Maximum | 10249679 |
Range | 10127180 |
Interquartile range (IQR) | 169654.25 |
Descriptive statistics
Standard deviation | 1835702.5 |
---|---|
Coefficient of variation (CV) | 2.4110559 |
Kurtosis | 21.302268 |
Mean | 761368.72 |
Median Absolute Deviation (MAD) | 85971 |
Skewness | 4.7952611 |
Sum | 1.9795587 × 108 |
Variance | 3.3698038 × 1012 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
459275 | 1 | 0.3% |
351242 | 1 | 0.3% |
312141 | 1 | 0.3% |
236284 | 1 | 0.3% |
10022181 | 1 | 0.3% |
509663 | 1 | 0.3% |
446764 | 1 | 0.3% |
458658 | 1 | 0.3% |
233342 | 1 | 0.3% |
125733 | 1 | 0.3% |
Other values (250) | 250 | |
(Missing) | 26 | 9.1% |
Value | Count | Frequency (%) |
122499 | 1 | |
125240 | 1 | |
125249 | 1 | |
125709 | 1 | |
125725 | 1 | |
125733 | 1 | |
126171 | 1 | |
128065 | 1 | |
130465 | 1 | |
133193 | 1 |
Value | Count | Frequency (%) |
10249679 | 1 | |
10143645 | 1 | |
10103233 | 1 | |
10022181 | 1 | |
9930616 | 1 | |
9857426 | 1 | |
9765623 | 1 | |
9729107 | 1 | |
9668465 | 1 | |
9509458 | 1 |
등록회원
Real number (ℝ)
HIGH CORRELATION
  MISSING
 
Distinct | 203 |
---|---|
Distinct (%) | 78.1% |
Missing | 26 |
Missing (%) | 9.1% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 818.00769 |
Minimum | 108 |
---|---|
Maximum | 12427 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 2.6 KiB |
Quantile statistics
Minimum | 108 |
---|---|
5-th percentile | 194 |
Q1 | 271 |
median | 454.5 |
Q3 | 549.25 |
95-th percentile | 839.2 |
Maximum | 12427 |
Range | 12319 |
Interquartile range (IQR) | 278.25 |
Descriptive statistics
Standard deviation | 2026.6227 |
---|---|
Coefficient of variation (CV) | 2.4775105 |
Kurtosis | 24.765204 |
Mean | 818.00769 |
Median Absolute Deviation (MAD) | 132.5 |
Skewness | 5.081221 |
Sum | 212682 |
Variance | 4107199.4 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
494 | 4 | 1.4% |
246 | 3 | 1.0% |
271 | 3 | 1.0% |
508 | 3 | 1.0% |
530 | 3 | 1.0% |
519 | 3 | 1.0% |
198 | 3 | 1.0% |
257 | 3 | 1.0% |
233 | 3 | 1.0% |
238 | 3 | 1.0% |
Other values (193) | 229 | |
(Missing) | 26 | 9.1% |
Value | Count | Frequency (%) |
108 | 1 | |
136 | 1 | |
150 | 1 | |
152 | 1 | |
156 | 1 | |
159 | 1 | |
162 | 1 | |
184 | 1 | |
189 | 1 | |
192 | 1 |
Value | Count | Frequency (%) |
12427 | 1 | |
12369 | 1 | |
12008 | 1 | |
11936 | 1 | |
11871 | 1 | |
11870 | 1 | |
11529 | 1 | |
9950 | 1 | |
6772 | 1 | |
5609 | 1 |
비입원자수
Real number (ℝ)
HIGH CORRELATION
  MISSING
 
Distinct | 214 |
---|---|
Distinct (%) | 82.3% |
Missing | 26 |
Missing (%) | 9.1% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 736.13846 |
Minimum | 74 |
---|---|
Maximum | 11989 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 2.6 KiB |
Quantile statistics
Minimum | 74 |
---|---|
5-th percentile | 136.9 |
Q1 | 242.5 |
median | 416 |
Q3 | 509 |
95-th percentile | 778.55 |
Maximum | 11989 |
Range | 11915 |
Interquartile range (IQR) | 266.5 |
Descriptive statistics
Standard deviation | 1848.8381 |
---|---|
Coefficient of variation (CV) | 2.5115359 |
Kurtosis | 25.860045 |
Mean | 736.13846 |
Median Absolute Deviation (MAD) | 132 |
Skewness | 5.1784439 |
Sum | 191396 |
Variance | 3418202.5 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
468 | 4 | 1.4% |
264 | 3 | 1.0% |
449 | 3 | 1.0% |
431 | 3 | 1.0% |
464 | 2 | 0.7% |
216 | 2 | 0.7% |
190 | 2 | 0.7% |
430 | 2 | 0.7% |
327 | 2 | 0.7% |
509 | 2 | 0.7% |
Other values (204) | 235 | |
(Missing) | 26 | 9.1% |
Value | Count | Frequency (%) |
74 | 1 | |
92 | 1 | |
98 | 2 | |
100 | 1 | |
115 | 2 | |
119 | 2 | |
126 | 1 | |
134 | 2 | |
135 | 1 | |
137 | 1 |
Value | Count | Frequency (%) |
11989 | 1 | |
11332 | 1 | |
11271 | 1 | |
10823 | 1 | |
10789 | 1 | |
10595 | 1 | |
10454 | 1 | |
9114 | 1 | |
5533 | 1 | |
3790 | 1 |
유지율(%)
Real number (ℝ)
HIGH CORRELATION
  MISSING
 
Distinct | 194 |
---|---|
Distinct (%) | 74.6% |
Missing | 26 |
Missing (%) | 9.1% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 88.164885 |
Minimum | 54.4 |
---|---|
Maximum | 100 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 2.6 KiB |
Quantile statistics
Minimum | 54.4 |
---|---|
5-th percentile | 64.645 |
Q1 | 86.2 |
median | 90.7 |
Q3 | 94.2925 |
95-th percentile | 97.2305 |
Maximum | 100 |
Range | 45.6 |
Interquartile range (IQR) | 8.0925 |
Descriptive statistics
Standard deviation | 9.3608862 |
---|---|
Coefficient of variation (CV) | 0.10617477 |
Kurtosis | 3.1615802 |
Mean | 88.164885 |
Median Absolute Deviation (MAD) | 3.95 |
Skewness | -1.8381115 |
Sum | 22922.87 |
Variance | 87.62619 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
89.4 | 4 | 1.4% |
90.7 | 4 | 1.4% |
91.5 | 4 | 1.4% |
94.1 | 3 | 1.0% |
90.9 | 3 | 1.0% |
92.9 | 3 | 1.0% |
88.3 | 3 | 1.0% |
91.3 | 3 | 1.0% |
91.9 | 3 | 1.0% |
87.2 | 3 | 1.0% |
Other values (184) | 227 | |
(Missing) | 26 | 9.1% |
Value | Count | Frequency (%) |
54.4 | 1 | |
54.9 | 1 | |
55.0 | 2 | |
58.9 | 1 | |
59.0 | 1 | |
60.5 | 1 | |
62.0 | 1 | |
62.3 | 1 | |
62.9 | 1 | |
63.1 | 1 |
Value | Count | Frequency (%) |
100.0 | 1 | |
98.8 | 1 | |
98.66 | 1 | |
97.93 | 1 | |
97.88 | 1 | |
97.86 | 1 | |
97.75 | 1 | |
97.62 | 1 | |
97.55 | 1 | |
97.52 | 1 |
연도 | 지역이름 | 주민등록인구 | 등록회원 | 비입원자수 | 유지율(%) | |
---|---|---|---|---|---|---|
연도 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.710 |
지역이름 | 0.000 | 1.000 | 1.000 | 0.687 | 0.624 | 0.056 |
주민등록인구 | 0.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.000 |
등록회원 | 0.000 | 0.687 | 1.000 | 1.000 | 1.000 | 0.365 |
비입원자수 | 0.000 | 0.624 | 1.000 | 1.000 | 1.000 | 0.242 |
유지율(%) | 0.710 | 0.056 | 0.000 | 0.365 | 0.242 | 1.000 |
연도 | 주민등록인구 | 등록회원 | 비입원자수 | 유지율(%) | 지역이름 | |
---|---|---|---|---|---|---|
연도 | 1.000 | -0.078 | -0.395 | -0.406 | -0.267 | 0.000 |
주민등록인구 | -0.078 | 1.000 | 0.528 | 0.494 | 0.025 | 0.952 |
등록회원 | -0.395 | 0.528 | 1.000 | 0.989 | 0.452 | 0.395 |
비입원자수 | -0.406 | 0.494 | 0.989 | 1.000 | 0.555 | 0.325 |
유지율(%) | -0.267 | 0.025 | 0.452 | 0.555 | 1.000 | 0.000 |
지역이름 | 0.000 | 0.952 | 0.395 | 0.325 | 0.000 | 1.000 |
연도 | 지역이름 | 주민등록인구 | 등록회원 | 비입원자수 | 유지율(%) | |
---|---|---|---|---|---|---|
0 | 2022 | 서초구 | <NA> | <NA> | <NA> | <NA> |
1 | 2022 | 마포구 | <NA> | <NA> | <NA> | <NA> |
2 | 2022 | 동작구 | <NA> | <NA> | <NA> | <NA> |
3 | 2022 | 서울시 | <NA> | <NA> | <NA> | <NA> |
4 | 2022 | 강남구 | <NA> | <NA> | <NA> | <NA> |
5 | 2022 | 종로구 | <NA> | <NA> | <NA> | <NA> |
6 | 2022 | 도봉구 | <NA> | <NA> | <NA> | <NA> |
7 | 2022 | 금천구 | <NA> | <NA> | <NA> | <NA> |
8 | 2022 | 강북구 | <NA> | <NA> | <NA> | <NA> |
9 | 2022 | 성북구 | <NA> | <NA> | <NA> | <NA> |
연도 | 지역이름 | 주민등록인구 | 등록회원 | 비입원자수 | 유지율(%) | |
---|---|---|---|---|---|---|
276 | 2011 | 성동구 | 300711 | 503 | 479 | 95.22 |
277 | 2011 | 중구 | 133193 | 364 | 327 | 89.83 |
278 | 2011 | 은평구 | 493634 | 417 | 341 | 81.77 |
279 | 2011 | 종로구 | 168382 | 233 | 204 | 87.55 |
280 | 2011 | 동작구 | 401408 | 471 | 421 | 89.38 |
281 | 2011 | 노원구 | 603930 | 1246 | 1161 | 93.17 |
282 | 2011 | 강북구 | 345054 | 594 | 546 | 91.91 |
283 | 2011 | 강서구 | 569072 | 813 | 745 | 91.63 |
284 | 2011 | 도봉구 | 365573 | 833 | 774 | 92.91 |
285 | 2011 | 서대문구 | 314852 | 534 | 449 | 84.08 |