Dataset statistics
Number of variables | 9 |
---|---|
Number of observations | 66 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 5.3 KiB |
Average record size in memory | 83.0 B |
Variable types
Numeric | 6 |
---|---|
Categorical | 3 |
Dataset
Description | 국민연금 장애인지원 등급별 수급현황입니다. 활동지원 인원수, 활동장애 정보를 제공합니다. |
---|---|
Author | 충청남도 |
URL | https://alldam.chungnam.go.kr/bigdata/collect/view.chungnam?menuCd=DOM_000000201001001000&apiIdx=124 |
수집년도 has constant value "" | Constant |
수집월 has constant value "" | Constant |
번호 is highly overall correlated with 자료생성일 | High correlation |
활동지원1등급 인원수 is highly overall correlated with 활동지원2등급 인원수 and 2 other fields | High correlation |
활동지원2등급 인원수 is highly overall correlated with 활동지원1등급 인원수 and 2 other fields | High correlation |
활동지원3등급 인원수 is highly overall correlated with 활동지원1등급 인원수 and 3 other fields | High correlation |
활동지원4등급 인원수 is highly overall correlated with 활동지원3등급 인원수 and 1 other fields | High correlation |
자료생성일 is highly overall correlated with 번호 | High correlation |
활동장애코드 is highly overall correlated with 활동지원1등급 인원수 and 3 other fields | High correlation |
번호 has unique values | Unique |
활동지원2등급 인원수 has unique values | Unique |
활동지원3등급 인원수 has unique values | Unique |
Reproduction
Analysis started | 2024-01-09 21:22:48.215897 |
---|---|
Analysis finished | 2024-01-09 21:22:51.247037 |
Duration | 3.03 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
번호
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 66 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 33.5 |
Minimum | 1 |
---|---|
Maximum | 66 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 726.0 B |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 4.25 |
Q1 | 17.25 |
median | 33.5 |
Q3 | 49.75 |
95-th percentile | 62.75 |
Maximum | 66 |
Range | 65 |
Interquartile range (IQR) | 32.5 |
Descriptive statistics
Standard deviation | 19.196354 |
---|---|
Coefficient of variation (CV) | 0.57302549 |
Kurtosis | -1.2 |
Mean | 33.5 |
Median Absolute Deviation (MAD) | 16.5 |
Skewness | 0 |
Sum | 2211 |
Variance | 368.5 |
Monotonicity | Strictly increasing |
Value | Count | Frequency (%) |
1 | 1 | 1.5% |
51 | 1 | 1.5% |
37 | 1 | 1.5% |
38 | 1 | 1.5% |
39 | 1 | 1.5% |
40 | 1 | 1.5% |
41 | 1 | 1.5% |
42 | 1 | 1.5% |
43 | 1 | 1.5% |
44 | 1 | 1.5% |
Other values (56) | 56 |
Value | Count | Frequency (%) |
1 | 1 | |
2 | 1 | |
3 | 1 | |
4 | 1 | |
5 | 1 | |
6 | 1 | |
7 | 1 | |
8 | 1 | |
9 | 1 | |
10 | 1 |
Value | Count | Frequency (%) |
66 | 1 | |
65 | 1 | |
64 | 1 | |
63 | 1 | |
62 | 1 | |
61 | 1 | |
60 | 1 | |
59 | 1 | |
58 | 1 | |
57 | 1 |
활동지원1등급 인원수
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 64 |
---|---|
Distinct (%) | 97.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 9196.2273 |
Minimum | 55 |
---|---|
Maximum | 26794 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 726.0 B |
Quantile statistics
Minimum | 55 |
---|---|
5-th percentile | 105.25 |
Q1 | 148.25 |
median | 1166.5 |
Q3 | 25978.25 |
95-th percentile | 26593.75 |
Maximum | 26794 |
Range | 26739 |
Interquartile range (IQR) | 25830 |
Descriptive statistics
Standard deviation | 12175.987 |
---|---|
Coefficient of variation (CV) | 1.3240198 |
Kurtosis | -1.5209404 |
Mean | 9196.2273 |
Median Absolute Deviation (MAD) | 1031 |
Skewness | 0.72028314 |
Sum | 606951 |
Variance | 1.4825465 × 108 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1129 | 2 | 3.0% |
109 | 2 | 3.0% |
26485 | 1 | 1.5% |
148 | 1 | 1.5% |
1227 | 1 | 1.5% |
26535 | 1 | 1.5% |
149 | 1 | 1.5% |
1226 | 1 | 1.5% |
147 | 1 | 1.5% |
1232 | 1 | 1.5% |
Other values (54) | 54 |
Value | Count | Frequency (%) |
55 | 1 | |
99 | 1 | |
103 | 1 | |
104 | 1 | |
109 | 2 | |
115 | 1 | |
118 | 1 | |
123 | 1 | |
130 | 1 | |
131 | 1 |
Value | Count | Frequency (%) |
26794 | 1 | |
26721 | 1 | |
26652 | 1 | |
26601 | 1 | |
26572 | 1 | |
26535 | 1 | |
26485 | 1 | |
26479 | 1 | |
26463 | 1 | |
26430 | 1 |
활동지원2등급 인원수
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 66 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 9430.0303 |
Minimum | 227 |
---|---|
Maximum | 22701 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 726.0 B |
Quantile statistics
Minimum | 227 |
---|---|
5-th percentile | 387.25 |
Q1 | 544.75 |
median | 6121 |
Q3 | 21346.75 |
95-th percentile | 22314.5 |
Maximum | 22701 |
Range | 22474 |
Interquartile range (IQR) | 20802 |
Descriptive statistics
Standard deviation | 9080.8858 |
---|---|
Coefficient of variation (CV) | 0.96297525 |
Kurtosis | -1.5131387 |
Mean | 9430.0303 |
Median Absolute Deviation (MAD) | 5635 |
Skewness | 0.52245362 |
Sum | 622382 |
Variance | 82462487 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
20150 | 1 | 1.5% |
539 | 1 | 1.5% |
21948 | 1 | 1.5% |
6208 | 1 | 1.5% |
508 | 1 | 1.5% |
22051 | 1 | 1.5% |
6254 | 1 | 1.5% |
517 | 1 | 1.5% |
21992 | 1 | 1.5% |
6290 | 1 | 1.5% |
Other values (56) | 56 |
Value | Count | Frequency (%) |
227 | 1 | |
365 | 1 | |
381 | 1 | |
385 | 1 | |
394 | 1 | |
415 | 1 | |
430 | 1 | |
439 | 1 | |
454 | 1 | |
457 | 1 |
Value | Count | Frequency (%) |
22701 | 1 | |
22610 | 1 | |
22483 | 1 | |
22341 | 1 | |
22235 | 1 | |
22130 | 1 | |
22051 | 1 | |
22035 | 1 | |
21992 | 1 | |
21948 | 1 |
활동지원3등급 인원수
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 66 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 7329.1212 |
Minimum | 948 |
---|---|
Maximum | 13802 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 726.0 B |
Quantile statistics
Minimum | 948 |
---|---|
5-th percentile | 1640.5 |
Q1 | 2331.5 |
median | 8048.5 |
Q3 | 11088.25 |
95-th percentile | 13151.5 |
Maximum | 13802 |
Range | 12854 |
Interquartile range (IQR) | 8756.75 |
Descriptive statistics
Standard deviation | 4191.4891 |
---|---|
Coefficient of variation (CV) | 0.57189517 |
Kurtosis | -1.3851091 |
Mean | 7329.1212 |
Median Absolute Deviation (MAD) | 4064.5 |
Skewness | -0.16448288 |
Sum | 483722 |
Variance | 17568581 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
7706 | 1 | 1.5% |
2316 | 1 | 1.5% |
8116 | 1 | 1.5% |
12335 | 1 | 1.5% |
2105 | 1 | 1.5% |
8136 | 1 | 1.5% |
12512 | 1 | 1.5% |
2167 | 1 | 1.5% |
8092 | 1 | 1.5% |
12535 | 1 | 1.5% |
Other values (56) | 56 |
Value | Count | Frequency (%) |
948 | 1 | |
1483 | 1 | |
1544 | 1 | |
1630 | 1 | |
1672 | 1 | |
1715 | 1 | |
1774 | 1 | |
1839 | 1 | |
1901 | 1 | |
1953 | 1 |
Value | Count | Frequency (%) |
13802 | 1 | |
13640 | 1 | |
13454 | 1 | |
13206 | 1 | |
12988 | 1 | |
12802 | 1 | |
12627 | 1 | |
12535 | 1 | |
12512 | 1 | |
12335 | 1 |
활동지원4등급 인원수
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 64 |
---|---|
Distinct (%) | 97.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 4390.5455 |
Minimum | 1567 |
---|---|
Maximum | 7452 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 726.0 B |
Quantile statistics
Minimum | 1567 |
---|---|
5-th percentile | 1577.5 |
Q1 | 1629.75 |
median | 5000.5 |
Q3 | 6305.25 |
95-th percentile | 7058.75 |
Maximum | 7452 |
Range | 5885 |
Interquartile range (IQR) | 4675.5 |
Descriptive statistics
Standard deviation | 2156.5598 |
---|---|
Coefficient of variation (CV) | 0.49118265 |
Kurtosis | -1.5834554 |
Mean | 4390.5455 |
Median Absolute Deviation (MAD) | 1610 |
Skewness | -0.29878001 |
Sum | 289776 |
Variance | 4650750 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
6720 | 2 | 3.0% |
1605 | 2 | 3.0% |
1595 | 1 | 1.5% |
5726 | 1 | 1.5% |
1629 | 1 | 1.5% |
6648 | 1 | 1.5% |
5276 | 1 | 1.5% |
1632 | 1 | 1.5% |
5425 | 1 | 1.5% |
1620 | 1 | 1.5% |
Other values (54) | 54 |
Value | Count | Frequency (%) |
1567 | 1 | |
1574 | 1 | |
1576 | 1 | |
1577 | 1 | |
1579 | 1 | |
1587 | 1 | |
1595 | 1 | |
1604 | 1 | |
1605 | 2 | |
1611 | 1 |
Value | Count | Frequency (%) |
7452 | 1 | |
7368 | 1 | |
7221 | 1 | |
7090 | 1 | |
6965 | 1 | |
6867 | 1 | |
6781 | 1 | |
6720 | 2 | |
6648 | 1 | |
6573 | 1 |
활동장애코드
Categorical
HIGH CORRELATION
 
Distinct | 3 |
---|---|
Distinct (%) | 4.5% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 660.0 B |
1 | |
---|---|
2 | |
3 |
Length
Max length | 1 |
---|---|
Median length | 1 |
Mean length | 1 |
Min length | 1 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 1 |
---|---|
2nd row | 2 |
3rd row | 3 |
4th row | 1 |
5th row | 2 |
Common Values
Value | Count | Frequency (%) |
1 | 22 | |
2 | 22 | |
3 | 22 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
1 | 22 | |
2 | 22 | |
3 | 22 |
자료생성일
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 22 |
---|---|
Distinct (%) | 33.3% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 201802.05 |
Minimum | 201610 |
---|---|
Maximum | 201905 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 726.0 B |
Quantile statistics
Minimum | 201610 |
---|---|
5-th percentile | 201709 |
Q1 | 201801 |
median | 201806.5 |
Q3 | 201812 |
95-th percentile | 201904 |
Maximum | 201905 |
Range | 295 |
Interquartile range (IQR) | 11 |
Descriptive statistics
Standard deviation | 74.964285 |
---|---|
Coefficient of variation (CV) | 0.00037147436 |
Kurtosis | 0.32081419 |
Mean | 201802.05 |
Median Absolute Deviation (MAD) | 5.5 |
Skewness | -0.56519714 |
Sum | 13318935 |
Variance | 5619.6441 |
Monotonicity | Increasing |
Value | Count | Frequency (%) |
201610 | 3 | 4.5% |
201808 | 3 | 4.5% |
201905 | 3 | 4.5% |
201904 | 3 | 4.5% |
201903 | 3 | 4.5% |
201902 | 3 | 4.5% |
201901 | 3 | 4.5% |
201812 | 3 | 4.5% |
201811 | 3 | 4.5% |
201810 | 3 | 4.5% |
Other values (12) | 36 |
Value | Count | Frequency (%) |
201610 | 3 | |
201709 | 3 | |
201710 | 3 | |
201711 | 3 | |
201712 | 3 | |
201801 | 3 | |
201802 | 3 | |
201803 | 3 | |
201804 | 3 | |
201805 | 3 |
Value | Count | Frequency (%) |
201905 | 3 | |
201904 | 3 | |
201903 | 3 | |
201902 | 3 | |
201901 | 3 | |
201812 | 3 | |
201811 | 3 | |
201810 | 3 | |
201809 | 3 | |
201808 | 3 |
수집년도
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 1.5% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 660.0 B |
2021 |
---|
Length
Max length | 4 |
---|---|
Median length | 4 |
Mean length | 4 |
Min length | 4 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 2021 |
---|---|
2nd row | 2021 |
3rd row | 2021 |
4th row | 2021 |
5th row | 2021 |
Common Values
Value | Count | Frequency (%) |
2021 | 66 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
2021 | 66 |
수집월
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 1.5% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 660.0 B |
6 |
---|
Length
Max length | 1 |
---|---|
Median length | 1 |
Mean length | 1 |
Min length | 1 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 6 |
---|---|
2nd row | 6 |
3rd row | 6 |
4th row | 6 |
5th row | 6 |
Common Values
Value | Count | Frequency (%) |
6 | 66 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
6 | 66 |
번호 | 활동지원1등급 인원수 | 활동지원2등급 인원수 | 활동지원3등급 인원수 | 활동지원4등급 인원수 | 활동장애코드 | 자료생성일 | |
---|---|---|---|---|---|---|---|
번호 | 1.000 | 0.000 | 0.000 | 0.413 | 0.453 | 0.000 | 0.932 |
활동지원1등급 인원수 | 0.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.000 |
활동지원2등급 인원수 | 0.000 | 1.000 | 1.000 | 0.863 | 0.789 | 1.000 | 0.000 |
활동지원3등급 인원수 | 0.413 | 1.000 | 0.863 | 1.000 | 0.962 | 1.000 | 0.814 |
활동지원4등급 인원수 | 0.453 | 1.000 | 0.789 | 0.962 | 1.000 | 0.890 | 0.603 |
활동장애코드 | 0.000 | 1.000 | 1.000 | 1.000 | 0.890 | 1.000 | 0.000 |
자료생성일 | 0.932 | 0.000 | 0.000 | 0.814 | 0.603 | 0.000 | 1.000 |
번호 | 활동지원1등급 인원수 | 활동지원2등급 인원수 | 활동지원3등급 인원수 | 활동지원4등급 인원수 | 자료생성일 | 활동장애코드 | |
---|---|---|---|---|---|---|---|
번호 | 1.000 | 0.290 | 0.292 | 0.311 | 0.421 | 0.999 | 0.000 |
활동지원1등급 인원수 | 0.290 | 1.000 | 0.999 | 0.554 | -0.347 | 0.331 | 0.992 |
활동지원2등급 인원수 | 0.292 | 0.999 | 1.000 | 0.555 | -0.346 | 0.332 | 0.992 |
활동지원3등급 인원수 | 0.311 | 0.554 | 0.555 | 1.000 | 0.509 | 0.332 | 0.968 |
활동지원4등급 인원수 | 0.421 | -0.347 | -0.346 | 0.509 | 1.000 | 0.399 | 0.832 |
자료생성일 | 0.999 | 0.331 | 0.332 | 0.332 | 0.399 | 1.000 | 0.000 |
활동장애코드 | 0.000 | 0.992 | 0.992 | 0.968 | 0.832 | 0.000 | 1.000 |
번호 | 활동지원1등급 인원수 | 활동지원2등급 인원수 | 활동지원3등급 인원수 | 활동지원4등급 인원수 | 활동장애코드 | 자료생성일 | 수집년도 | 수집월 | |
---|---|---|---|---|---|---|---|---|---|
0 | 1 | 25423 | 20150 | 7706 | 1595 | 1 | 201610 | 2021 | 6 |
1 | 2 | 1005 | 4782 | 8915 | 4890 | 2 | 201610 | 2021 | 6 |
2 | 3 | 55 | 227 | 948 | 2798 | 3 | 201610 | 2021 | 6 |
3 | 4 | 25819 | 20930 | 7708 | 1567 | 1 | 201709 | 2021 | 6 |
4 | 5 | 1095 | 5426 | 10420 | 5765 | 2 | 201709 | 2021 | 6 |
5 | 6 | 99 | 365 | 1483 | 3929 | 3 | 201709 | 2021 | 6 |
6 | 7 | 25881 | 21048 | 7762 | 1587 | 1 | 201710 | 2021 | 6 |
7 | 8 | 1105 | 5500 | 10593 | 5885 | 2 | 201710 | 2021 | 6 |
8 | 9 | 104 | 381 | 1544 | 4048 | 3 | 201710 | 2021 | 6 |
9 | 10 | 25918 | 21198 | 7777 | 1576 | 1 | 201711 | 2021 | 6 |
번호 | 활동지원1등급 인원수 | 활동지원2등급 인원수 | 활동지원3등급 인원수 | 활동지원4등급 인원수 | 활동장애코드 | 자료생성일 | 수집년도 | 수집월 | |
---|---|---|---|---|---|---|---|---|---|
56 | 57 | 152 | 565 | 2438 | 6012 | 3 | 201902 | 2021 | 6 |
57 | 58 | 26652 | 22483 | 8226 | 1645 | 1 | 201903 | 2021 | 6 |
58 | 59 | 1341 | 6686 | 13454 | 7221 | 2 | 201903 | 2021 | 6 |
59 | 60 | 158 | 583 | 2508 | 6193 | 3 | 201903 | 2021 | 6 |
60 | 61 | 26721 | 22610 | 8266 | 1655 | 1 | 201904 | 2021 | 6 |
61 | 62 | 1355 | 6780 | 13640 | 7368 | 2 | 201904 | 2021 | 6 |
62 | 63 | 166 | 603 | 2605 | 6350 | 3 | 201904 | 2021 | 6 |
63 | 64 | 26794 | 22701 | 8300 | 1665 | 1 | 201905 | 2021 | 6 |
64 | 65 | 1358 | 6832 | 13802 | 7452 | 2 | 201905 | 2021 | 6 |
65 | 66 | 168 | 626 | 2671 | 6474 | 3 | 201905 | 2021 | 6 |