Dataset statistics
Number of variables | 9 |
---|---|
Number of observations | 38 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 3.1 KiB |
Average record size in memory | 83.5 B |
Variable types
Categorical | 2 |
---|---|
Text | 1 |
Numeric | 6 |
Dataset
Description | 장애연금 재심사 장애유형별 심사결과(연간) 현황 입니다.(1급,2급,3급,4급,등급외, 미해당(결정보류,자격미달,확인불가)) |
---|---|
URL | https://www.data.go.kr/data/15094327/fileData.do |
미해당(결정보류-자격미달-확인불가) has constant value "" | Constant |
총계 is highly overall correlated with 1급 and 4 other fields | High correlation |
1급 is highly overall correlated with 총계 and 2 other fields | High correlation |
2급 is highly overall correlated with 총계 and 4 other fields | High correlation |
3급 is highly overall correlated with 총계 and 4 other fields | High correlation |
4급 is highly overall correlated with 총계 and 2 other fields | High correlation |
등급외 is highly overall correlated with 총계 and 2 other fields | High correlation |
총계 has unique values | Unique |
1급 has 9 (23.7%) zeros | Zeros |
2급 has 4 (10.5%) zeros | Zeros |
3급 has 1 (2.6%) zeros | Zeros |
등급외 has 9 (23.7%) zeros | Zeros |
Reproduction
Analysis started | 2023-12-12 11:20:18.939465 |
---|---|
Analysis finished | 2023-12-12 11:20:26.995979 |
Duration | 8.06 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
기준연도
Categorical
Distinct | 2 |
---|---|
Distinct (%) | 5.3% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 436.0 B |
2021 | |
---|---|
2022 |
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 | 19 | |
2022 | 19 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
2021 | 19 | |
2022 | 19 |
장애유형
Text
Distinct | 19 |
---|---|
Distinct (%) | 50.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 436.0 B |
Value | Count | Frequency (%) |
장애 | 22 | |
지체의 | 12 | 14.3% |
사지마비 | 4 | 4.8% |
등 | 4 | 4.8% |
눈의 | 2 | 2.4% |
신장의 | 2 | 2.4% |
장애(척수손상 | 2 | 2.4% |
장애(뇌손상 | 2 | 2.4% |
악성신생물(고형암)의 | 2 | 2.4% |
안면의 | 2 | 2.4% |
Other values (15) | 30 |
Most occurring characters
Value | Count | Frequency (%) |
46 | 13.2% | |
장 | 42 | 12.1% |
애 | 36 | 10.3% |
의 | 36 | 10.3% |
지 | 18 | 5.2% |
( | 14 | 4.0% |
) | 14 | 4.0% |
체 | 12 | 3.4% |
신 | 8 | 2.3% |
기 | 6 | 1.7% |
Other values (46) | 116 |
Most occurring categories
Value | Count | Frequency (%) |
Other Letter | 270 | |
Space Separator | 46 | 13.2% |
Open Punctuation | 14 | 4.0% |
Close Punctuation | 14 | 4.0% |
Other Punctuation | 4 | 1.1% |
Most frequent character per category
Other Letter
Value | Count | Frequency (%) |
장 | 42 | |
애 | 36 | 13.3% |
의 | 36 | 13.3% |
지 | 18 | 6.7% |
체 | 12 | 4.4% |
신 | 8 | 3.0% |
기 | 6 | 2.2% |
사 | 6 | 2.2% |
비 | 6 | 2.2% |
마 | 6 | 2.2% |
Other values (42) | 94 |
Space Separator
Value | Count | Frequency (%) |
46 |
Open Punctuation
Value | Count | Frequency (%) |
( | 14 |
Close Punctuation
Value | Count | Frequency (%) |
) | 14 |
Other Punctuation
Value | Count | Frequency (%) |
· | 4 |
Most occurring scripts
Value | Count | Frequency (%) |
Hangul | 270 | |
Common | 78 | 22.4% |
Most frequent character per script
Hangul
Value | Count | Frequency (%) |
장 | 42 | |
애 | 36 | 13.3% |
의 | 36 | 13.3% |
지 | 18 | 6.7% |
체 | 12 | 4.4% |
신 | 8 | 3.0% |
기 | 6 | 2.2% |
사 | 6 | 2.2% |
비 | 6 | 2.2% |
마 | 6 | 2.2% |
Other values (42) | 94 |
Common
Value | Count | Frequency (%) |
46 | ||
( | 14 | 17.9% |
) | 14 | 17.9% |
· | 4 | 5.1% |
Most occurring blocks
Value | Count | Frequency (%) |
Hangul | 270 | |
ASCII | 74 | 21.3% |
None | 4 | 1.1% |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
46 | ||
( | 14 | 18.9% |
) | 14 | 18.9% |
Hangul
Value | Count | Frequency (%) |
장 | 42 | |
애 | 36 | 13.3% |
의 | 36 | 13.3% |
지 | 18 | 6.7% |
체 | 12 | 4.4% |
신 | 8 | 3.0% |
기 | 6 | 2.2% |
사 | 6 | 2.2% |
비 | 6 | 2.2% |
마 | 6 | 2.2% |
Other values (42) | 94 |
None
Value | Count | Frequency (%) |
· | 4 |
총계
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 38 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 796.78947 |
Minimum | 7 |
---|---|
Maximum | 5439 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 474.0 B |
Quantile statistics
Minimum | 7 |
---|---|
5-th percentile | 11.55 |
Q1 | 62.75 |
median | 125.5 |
Q3 | 817.25 |
95-th percentile | 4875.5 |
Maximum | 5439 |
Range | 5432 |
Interquartile range (IQR) | 754.5 |
Descriptive statistics
Standard deviation | 1522.3435 |
---|---|
Coefficient of variation (CV) | 1.9105969 |
Kurtosis | 4.7023929 |
Mean | 796.78947 |
Median Absolute Deviation (MAD) | 100.5 |
Skewness | 2.4223869 |
Sum | 30278 |
Variance | 2317529.8 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
430 | 1 | 2.6% |
4400 | 1 | 2.6% |
209 | 1 | 2.6% |
99 | 1 | 2.6% |
120 | 1 | 2.6% |
46 | 1 | 2.6% |
928 | 1 | 2.6% |
92 | 1 | 2.6% |
65 | 1 | 2.6% |
130 | 1 | 2.6% |
Other values (28) | 28 |
Value | Count | Frequency (%) |
7 | 1 | |
9 | 1 | |
12 | 1 | |
13 | 1 | |
19 | 1 | |
31 | 1 | |
33 | 1 | |
46 | 1 | |
52 | 1 | |
62 | 1 |
Value | Count | Frequency (%) |
5439 | 1 | |
5411 | 1 | |
4781 | 1 | |
4400 | 1 | |
1442 | 1 | |
1410 | 1 | |
1039 | 1 | |
1004 | 1 | |
991 | 1 | |
928 | 1 |
1급
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 23 |
---|---|
Distinct (%) | 60.5% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 70.078947 |
Minimum | 0 |
---|---|
Maximum | 777 |
Zeros | 9 |
Zeros (%) | 23.7% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 474.0 B |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 1 |
median | 8.5 |
Q3 | 57 |
95-th percentile | 383.35 |
Maximum | 777 |
Range | 777 |
Interquartile range (IQR) | 56 |
Descriptive statistics
Standard deviation | 154.43084 |
---|---|
Coefficient of variation (CV) | 2.2036696 |
Kurtosis | 12.123596 |
Mean | 70.078947 |
Median Absolute Deviation (MAD) | 8.5 |
Skewness | 3.3053216 |
Sum | 2663 |
Variance | 23848.885 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 9 | |
1 | 4 | 10.5% |
16 | 2 | 5.3% |
2 | 2 | 5.3% |
3 | 2 | 5.3% |
17 | 2 | 5.3% |
67 | 1 | 2.6% |
5 | 1 | 2.6% |
106 | 1 | 2.6% |
408 | 1 | 2.6% |
Other values (13) | 13 |
Value | Count | Frequency (%) |
0 | 9 | |
1 | 4 | |
2 | 2 | 5.3% |
3 | 2 | 5.3% |
5 | 1 | 2.6% |
8 | 1 | 2.6% |
9 | 1 | 2.6% |
12 | 1 | 2.6% |
16 | 2 | 5.3% |
17 | 2 | 5.3% |
Value | Count | Frequency (%) |
777 | 1 | |
408 | 1 | |
379 | 1 | |
301 | 1 | |
130 | 1 | |
119 | 1 | |
106 | 1 | |
93 | 1 | |
67 | 1 | |
62 | 1 |
2급
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 31 |
---|---|
Distinct (%) | 81.6% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 414.31579 |
Minimum | 0 |
---|---|
Maximum | 4250 |
Zeros | 4 |
Zeros (%) | 10.5% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 474.0 B |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 9 |
median | 28.5 |
Q3 | 56.25 |
95-th percentile | 3257.8 |
Maximum | 4250 |
Range | 4250 |
Interquartile range (IQR) | 47.25 |
Descriptive statistics
Standard deviation | 1113.742 |
---|---|
Coefficient of variation (CV) | 2.6881476 |
Kurtosis | 6.407841 |
Mean | 414.31579 |
Median Absolute Deviation (MAD) | 21 |
Skewness | 2.7867493 |
Sum | 15744 |
Variance | 1240421.2 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 4 | 10.5% |
33 | 2 | 5.3% |
9 | 2 | 5.3% |
3 | 2 | 5.3% |
49 | 2 | 5.3% |
54 | 1 | 2.6% |
7 | 1 | 2.6% |
87 | 1 | 2.6% |
3931 | 1 | 2.6% |
16 | 1 | 2.6% |
Other values (21) | 21 |
Value | Count | Frequency (%) |
0 | 4 | |
3 | 2 | |
5 | 1 | 2.6% |
7 | 1 | 2.6% |
8 | 1 | 2.6% |
9 | 2 | |
10 | 1 | 2.6% |
13 | 1 | 2.6% |
14 | 1 | 2.6% |
15 | 1 | 2.6% |
Value | Count | Frequency (%) |
4250 | 1 | |
3931 | 1 | |
3139 | 1 | |
2970 | 1 | |
330 | 1 | |
277 | 1 | |
103 | 1 | |
87 | 1 | |
67 | 1 | |
57 | 1 |
3급
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 36 |
---|---|
Distinct (%) | 94.7% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 199.78947 |
Minimum | 0 |
---|---|
Maximum | 1550 |
Zeros | 1 |
Zeros (%) | 2.6% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 474.0 B |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 3.55 |
Q1 | 18.5 |
median | 38 |
Q3 | 100.75 |
95-th percentile | 792.65 |
Maximum | 1550 |
Range | 1550 |
Interquartile range (IQR) | 82.25 |
Descriptive statistics
Standard deviation | 362.75635 |
---|---|
Coefficient of variation (CV) | 1.815693 |
Kurtosis | 5.8968884 |
Mean | 199.78947 |
Median Absolute Deviation (MAD) | 26.5 |
Skewness | 2.4392403 |
Sum | 7592 |
Variance | 131592.17 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
15 | 2 | 5.3% |
38 | 2 | 5.3% |
82 | 1 | 2.6% |
20 | 1 | 2.6% |
45 | 1 | 2.6% |
18 | 1 | 2.6% |
670 | 1 | 2.6% |
23 | 1 | 2.6% |
36 | 1 | 2.6% |
35 | 1 | 2.6% |
Other values (26) | 26 |
Value | Count | Frequency (%) |
0 | 1 | |
1 | 1 | |
4 | 1 | |
7 | 1 | |
9 | 1 | |
10 | 1 | |
13 | 1 | |
15 | 2 | |
18 | 1 | |
20 | 1 |
Value | Count | Frequency (%) |
1550 | 1 | |
1295 | 1 | |
704 | 1 | |
670 | 1 | |
663 | 1 | |
599 | 1 | |
504 | 1 | |
490 | 1 | |
118 | 1 | |
107 | 1 |
4급
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 31 |
---|---|
Distinct (%) | 81.6% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 84.105263 |
Minimum | 2 |
---|---|
Maximum | 479 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 474.0 B |
Quantile statistics
Minimum | 2 |
---|---|
5-th percentile | 2.85 |
Q1 | 10.5 |
median | 40 |
Q3 | 97 |
95-th percentile | 267.65 |
Maximum | 479 |
Range | 477 |
Interquartile range (IQR) | 86.5 |
Descriptive statistics
Standard deviation | 113.06487 |
---|---|
Coefficient of variation (CV) | 1.3443257 |
Kurtosis | 4.7074839 |
Mean | 84.105263 |
Median Absolute Deviation (MAD) | 33.5 |
Skewness | 2.1468354 |
Sum | 3196 |
Variance | 12783.664 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
4 | 3 | 7.9% |
2 | 2 | 5.3% |
41 | 2 | 5.3% |
40 | 2 | 5.3% |
74 | 2 | 5.3% |
9 | 2 | 5.3% |
106 | 1 | 2.6% |
65 | 1 | 2.6% |
16 | 1 | 2.6% |
225 | 1 | 2.6% |
Other values (21) | 21 |
Value | Count | Frequency (%) |
2 | 2 | |
3 | 1 | 2.6% |
4 | 3 | |
8 | 1 | 2.6% |
9 | 2 | |
10 | 1 | 2.6% |
12 | 1 | 2.6% |
14 | 1 | 2.6% |
16 | 1 | 2.6% |
17 | 1 | 2.6% |
Value | Count | Frequency (%) |
479 | 1 | |
430 | 1 | |
239 | 1 | |
226 | 1 | |
225 | 1 | |
217 | 1 | |
182 | 1 | |
151 | 1 | |
106 | 1 | |
102 | 1 |
등급외
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 13 |
---|---|
Distinct (%) | 34.2% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 28.5 |
Minimum | 0 |
---|---|
Maximum | 389 |
Zeros | 9 |
Zeros (%) | 23.7% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 474.0 B |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 1 |
median | 2 |
Q3 | 4 |
95-th percentile | 169.85 |
Maximum | 389 |
Range | 389 |
Interquartile range (IQR) | 3 |
Descriptive statistics
Standard deviation | 87.072741 |
---|---|
Coefficient of variation (CV) | 3.0551839 |
Kurtosis | 12.56578 |
Mean | 28.5 |
Median Absolute Deviation (MAD) | 2 |
Skewness | 3.603115 |
Sum | 1083 |
Variance | 7581.6622 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 9 | |
2 | 6 | |
3 | 5 | |
1 | 5 | |
4 | 5 | |
11 | 1 | 2.6% |
119 | 1 | 2.6% |
6 | 1 | 2.6% |
356 | 1 | 2.6% |
5 | 1 | 2.6% |
Other values (3) | 3 | 7.9% |
Value | Count | Frequency (%) |
0 | 9 | |
1 | 5 | |
2 | 6 | |
3 | 5 | |
4 | 5 | |
5 | 1 | 2.6% |
6 | 1 | 2.6% |
8 | 1 | 2.6% |
11 | 1 | 2.6% |
119 | 1 | 2.6% |
Value | Count | Frequency (%) |
389 | 1 | 2.6% |
356 | 1 | 2.6% |
137 | 1 | 2.6% |
119 | 1 | 2.6% |
11 | 1 | 2.6% |
8 | 1 | 2.6% |
6 | 1 | 2.6% |
5 | 1 | 2.6% |
4 | 5 | |
3 | 5 |
미해당(결정보류-자격미달-확인불가)
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 2.6% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 436.0 B |
0 |
---|
Length
Max length | 1 |
---|---|
Median length | 1 |
Mean length | 1 |
Min length | 1 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 0 |
---|---|
2nd row | 0 |
3rd row | 0 |
4th row | 0 |
5th row | 0 |
Common Values
Value | Count | Frequency (%) |
0 | 38 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
0 | 38 |
기준연도 | 장애유형 | 총계 | 1급 | 2급 | 3급 | 4급 | 등급외 | |
---|---|---|---|---|---|---|---|---|
기준연도 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
장애유형 | 0.000 | 1.000 | 1.000 | 0.642 | 0.817 | 0.835 | 0.953 | 1.000 |
총계 | 0.000 | 1.000 | 1.000 | 0.777 | 0.824 | 0.972 | 0.840 | 0.814 |
1급 | 0.000 | 0.642 | 0.777 | 1.000 | 0.904 | 0.868 | 0.000 | 0.918 |
2급 | 0.000 | 0.817 | 0.824 | 0.904 | 1.000 | 0.826 | 0.613 | 0.652 |
3급 | 0.000 | 0.835 | 0.972 | 0.868 | 0.826 | 1.000 | 0.615 | 0.770 |
4급 | 0.000 | 0.953 | 0.840 | 0.000 | 0.613 | 0.615 | 1.000 | 0.730 |
등급외 | 0.000 | 1.000 | 0.814 | 0.918 | 0.652 | 0.770 | 0.730 | 1.000 |
총계 | 1급 | 2급 | 3급 | 4급 | 등급외 | 기준연도 | |
---|---|---|---|---|---|---|---|
총계 | 1.000 | 0.667 | 0.930 | 0.862 | 0.803 | 0.639 | 0.000 |
1급 | 0.667 | 1.000 | 0.731 | 0.667 | 0.395 | 0.402 | 0.000 |
2급 | 0.930 | 0.731 | 1.000 | 0.767 | 0.673 | 0.569 | 0.000 |
3급 | 0.862 | 0.667 | 0.767 | 1.000 | 0.582 | 0.640 | 0.000 |
4급 | 0.803 | 0.395 | 0.673 | 0.582 | 1.000 | 0.390 | 0.000 |
등급외 | 0.639 | 0.402 | 0.569 | 0.640 | 0.390 | 1.000 | 0.000 |
기준연도 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 |
기준연도 | 장애유형 | 총계 | 1급 | 2급 | 3급 | 4급 | 등급외 | 미해당(결정보류-자격미달-확인불가) | |
---|---|---|---|---|---|---|---|---|---|
0 | 2021 | 눈의 장애 | 430 | 67 | 54 | 82 | 225 | 2 | 0 |
1 | 2021 | 귀의 장애 | 62 | 0 | 0 | 21 | 41 | 0 | 0 |
2 | 2021 | 입의 장애 | 19 | 1 | 5 | 9 | 4 | 0 | 0 |
3 | 2021 | 지체의 장애(팔) | 198 | 1 | 17 | 107 | 70 | 3 | 0 |
4 | 2021 | 지체의 장애(다리) | 109 | 0 | 15 | 10 | 82 | 2 | 0 |
5 | 2021 | 지체의 장애(척추) | 105 | 16 | 24 | 25 | 39 | 1 | 0 |
6 | 2021 | 지체의 장애(사지마비) | 33 | 2 | 3 | 15 | 12 | 1 | 0 |
7 | 2021 | 정신 또는 신경계통의 장애 | 1004 | 93 | 103 | 704 | 102 | 2 | 0 |
8 | 2021 | 호흡기의 장애 | 102 | 16 | 34 | 38 | 10 | 4 | 0 |
9 | 2021 | 심장의 장애 | 52 | 0 | 3 | 38 | 8 | 3 | 0 |
기준연도 | 장애유형 | 총계 | 1급 | 2급 | 3급 | 4급 | 등급외 | 미해당(결정보류-자격미달-확인불가) | |
---|---|---|---|---|---|---|---|---|---|
28 | 2022 | 심장의 장애 | 65 | 1 | 9 | 36 | 14 | 5 | 0 |
29 | 2022 | 신장의 장애 | 4400 | 2 | 3931 | 35 | 430 | 2 | 0 |
30 | 2022 | 간의 장애 | 130 | 12 | 16 | 20 | 74 | 8 | 0 |
31 | 2022 | 혈액·조혈기의장애 | 1039 | 31 | 57 | 663 | 151 | 137 | 0 |
32 | 2022 | 복부·골반장기의 장애 | 142 | 9 | 39 | 81 | 9 | 4 | 0 |
33 | 2022 | 안면의 장애 | 9 | 0 | 0 | 7 | 2 | 0 | 0 |
34 | 2022 | 악성신생물(고형암)의 장애 | 5411 | 301 | 3139 | 1550 | 32 | 389 | 0 |
35 | 2022 | 지체의 장애(뇌손상 등 사지마비) | 1410 | 408 | 277 | 504 | 217 | 4 | 0 |
36 | 2022 | 지체의 장애(척수손상 등 사지마비) | 232 | 106 | 36 | 60 | 29 | 1 | 0 |
37 | 2022 | 미분류 | 12 | 0 | 8 | 0 | 4 | 0 | 0 |