gimi9 Pandas Profiling

Dataset statistics

Number of variables	13
Number of observations	48
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	5.6 KiB
Average record size in memory	118.7 B

Variable types

Text	1
Numeric	12

Dataset

Description	장해등급(1등급 ~ 11등급 이하)별 장해연금지급액 현황(연령구분)에 대한 데이터입니다. 38세 미만부터 시작됩니다.
Author	공공데이터포털
URL	https://www.data.go.kr/data/15054034/fileData.do

Alerts

`계` is highly overall correlated with `1등급` and 10 other fields	High correlation
`1등급` is highly overall correlated with `계` and 7 other fields	High correlation
`2등급` is highly overall correlated with `계` and 10 other fields	High correlation
`3등급` is highly overall correlated with `계` and 10 other fields	High correlation
`4등급` is highly overall correlated with `계` and 9 other fields	High correlation
`5등급` is highly overall correlated with `계` and 9 other fields	High correlation
`6등급` is highly overall correlated with `계` and 9 other fields	High correlation
`7등급` is highly overall correlated with `계` and 10 other fields	High correlation
`8등급` is highly overall correlated with `계` and 10 other fields	High correlation
`9등급` is highly overall correlated with `계` and 10 other fields	High correlation
`10등급` is highly overall correlated with `계` and 10 other fields	High correlation
`11등급이하` is highly overall correlated with `계` and 10 other fields	High correlation
`구분` has unique values	Unique
`계` has 3 (6.2%) zeros	Zeros
`1등급` has 8 (16.7%) zeros	Zeros
`2등급` has 18 (37.5%) zeros	Zeros
`3등급` has 11 (22.9%) zeros	Zeros
`4등급` has 19 (39.6%) zeros	Zeros
`5등급` has 9 (18.8%) zeros	Zeros
`6등급` has 16 (33.3%) zeros	Zeros
`7등급` has 14 (29.2%) zeros	Zeros
`8등급` has 11 (22.9%) zeros	Zeros
`9등급` has 14 (29.2%) zeros	Zeros
`10등급` has 14 (29.2%) zeros	Zeros
`11등급이하` has 7 (14.6%) zeros	Zeros

Reproduction

Analysis started	2024-04-21 12:08:10.302630
Analysis finished	2024-04-21 12:08:37.976260
Duration	27.67 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

구분
Text

UNIQUE

Distinct	48
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	512.0 B

Length

Max length	5
Median length	3
Mean length	3.0833333
Min length	3

Characters and Unicode

Total characters	148
Distinct characters	15
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	48 ?
Unique (%)	100.0%

Sample

1st row	38세미만
2nd row	38세
3rd row	39세
4th row	40세
5th row	41세

Value	Count	Frequency (%)
38세미만	1	2.1%
38세	1	2.1%
72세	1	2.1%
63세	1	2.1%
64세	1	2.1%
65세	1	2.1%
66세	1	2.1%
67세	1	2.1%
68세	1	2.1%
69세	1	2.1%
Other values (38)	38	79.2%

Most occurring characters

Value	Count	Frequency (%)
세	48	32.4%
4	15	10.1%
5	14	9.5%
6	14	9.5%
7	14	9.5%
8	11	7.4%
3	8	5.4%
9	5	3.4%
0	5	3.4%
1	5	3.4%
Other values (5)	9	6.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	96	64.9%
Other Letter	52	35.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
4	15	15.6%
5	14	14.6%
6	14	14.6%
7	14	14.6%
8	11	11.5%
3	8	8.3%
9	5	5.2%
0	5	5.2%
1	5	5.2%
2	5	5.2%

Other Letter

Value	Count	Frequency (%)
세	48	92.3%
미	1	1.9%
만	1	1.9%
이	1	1.9%
상	1	1.9%

Most occurring scripts

Value	Count	Frequency (%)
Common	96	64.9%
Hangul	52	35.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
4	15	15.6%
5	14	14.6%
6	14	14.6%
7	14	14.6%
8	11	11.5%
3	8	8.3%
9	5	5.2%
0	5	5.2%
1	5	5.2%
2	5	5.2%

Hangul

Value	Count	Frequency (%)
세	48	92.3%
미	1	1.9%
만	1	1.9%
이	1	1.9%
상	1	1.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	96	64.9%
Hangul	52	35.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
세	48	92.3%
미	1	1.9%
만	1	1.9%
이	1	1.9%
상	1	1.9%

ASCII

Value	Count	Frequency (%)
4	15	15.6%
5	14	14.6%
6	14	14.6%
7	14	14.6%
8	11	11.5%
3	8	8.3%
9	5	5.2%
0	5	5.2%
1	5	5.2%
2	5	5.2%

계
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	46
Distinct (%)	95.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1134.375

Minimum	0
Maximum	3258
Zeros	3
Zeros (%)	6.2%
Negative	0
Negative (%)	0.0%
Memory size	560.0 B

Quantile statistics

Minimum	0
5-th percentile	1.05
Q1	108
median	679.5
Q3	1933.5
95-th percentile	3122.6
Maximum	3258
Range	3258
Interquartile range (IQR)	1825.5

Descriptive statistics

Standard deviation	1090.0923
Coefficient of variation (CV)	0.96096294
Kurtosis	-0.9657573
Mean	1134.375
Median Absolute Deviation (MAD)	659
Skewness	0.65713764
Sum	54450
Variance	1188301.3
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=46)

Value	Count	Frequency (%)
0	3	6.2%
3201	1	2.1%
2977	1	2.1%
3238	1	2.1%
3258	1	2.1%
2900	1	2.1%
2400	1	2.1%
1780	1	2.1%
2618	1	2.1%
1767	1	2.1%
Other values (36)	36	75.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3	6.2%
3	1	2.1%
9	1	2.1%
16	1	2.1%
25	1	2.1%
39	1	2.1%
43	1	2.1%
46	1	2.1%
51	1	2.1%
105	1	2.1%

Value	Count	Frequency (%)
3258	1	2.1%
3238	1	2.1%
3201	1	2.1%
2977	1	2.1%
2900	1	2.1%
2898	1	2.1%
2806	1	2.1%
2618	1	2.1%
2400	1	2.1%
2322	1	2.1%

1등급
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	37
Distinct (%)	77.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	60.145833

Minimum	0
Maximum	188
Zeros	8
Zeros (%)	16.7%
Negative	0
Negative (%)	0.0%
Memory size	560.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	13.75
median	40
Q3	111.25
95-th percentile	167.05
Maximum	188
Range	188
Interquartile range (IQR)	97.5

Descriptive statistics

Standard deviation	56.847684
Coefficient of variation (CV)	0.94516412
Kurtosis	-0.75246547
Mean	60.145833
Median Absolute Deviation (MAD)	40
Skewness	0.74555821
Sum	2887
Variance	3231.6591
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=37)

Value	Count	Frequency (%)
0	8	16.7%
27	3	6.2%
43	2	4.2%
116	2	4.2%
14	1	2.1%
44	1	2.1%
95	1	2.1%
20	1	2.1%
173	1	2.1%
32	1	2.1%
Other values (27)	27	56.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	8	16.7%
6	1	2.1%
8	1	2.1%
11	1	2.1%
13	1	2.1%
14	1	2.1%
17	1	2.1%
20	1	2.1%
23	1	2.1%
25	1	2.1%

Value	Count	Frequency (%)
188	1	2.1%
176	1	2.1%
173	1	2.1%
156	1	2.1%
148	1	2.1%
138	1	2.1%
137	1	2.1%
134	1	2.1%
116	2	4.2%
114	1	2.1%

2등급
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	29
Distinct (%)	60.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	36.916667

Minimum	0
Maximum	144
Zeros	18
Zeros (%)	37.5%
Negative	0
Negative (%)	0.0%
Memory size	560.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	27
Q3	68.5
95-th percentile	100.2
Maximum	144
Range	144
Interquartile range (IQR)	68.5

Descriptive statistics

Standard deviation	40.863985
Coefficient of variation (CV)	1.1069251
Kurtosis	-0.046242363
Mean	36.916667
Median Absolute Deviation (MAD)	27
Skewness	0.89209749
Sum	1772
Variance	1669.8652
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=29)

Value	Count	Frequency (%)
0	18	37.5%
7	2	4.2%
36	2	4.2%
88	1	2.1%
32	1	2.1%
29	1	2.1%
60	1	2.1%
81	1	2.1%
57	1	2.1%
62	1	2.1%
Other values (19)	19	39.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	18	37.5%
5	1	2.1%
7	2	4.2%
14	1	2.1%
19	1	2.1%
26	1	2.1%
28	1	2.1%
29	1	2.1%
32	1	2.1%
36	2	4.2%

Value	Count	Frequency (%)
144	1	2.1%
143	1	2.1%
103	1	2.1%
95	1	2.1%
91	1	2.1%
88	1	2.1%
87	1	2.1%
86	1	2.1%
81	1	2.1%
79	1	2.1%

3등급
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	35
Distinct (%)	72.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	58.020833

Minimum	0
Maximum	212
Zeros	11
Zeros (%)	22.9%
Negative	0
Negative (%)	0.0%
Memory size	560.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	4
median	44.5
Q3	97.75
95-th percentile	152.2
Maximum	212
Range	212
Interquartile range (IQR)	93.75

Descriptive statistics

Standard deviation	56.914078
Coefficient of variation (CV)	0.98092487
Kurtosis	-0.48021978
Mean	58.020833
Median Absolute Deviation (MAD)	44.5
Skewness	0.68545908
Sum	2785
Variance	3239.2123
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=35)

Value	Count	Frequency (%)
0	11	22.9%
86	2	4.2%
147	2	4.2%
5	2	4.2%
10	1	2.1%
141	1	2.1%
107	1	2.1%
26	1	2.1%
7	1	2.1%
67	1	2.1%
Other values (25)	25	52.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	11	22.9%
1	1	2.1%
5	2	4.2%
7	1	2.1%
10	1	2.1%
13	1	2.1%
15	1	2.1%
18	1	2.1%
23	1	2.1%
25	1	2.1%

Value	Count	Frequency (%)
212	1	2.1%
156	1	2.1%
155	1	2.1%
147	2	4.2%
141	1	2.1%
137	1	2.1%
122	1	2.1%
119	1	2.1%
107	1	2.1%
103	1	2.1%

4등급
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	26
Distinct (%)	54.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	47.645833

Minimum	0
Maximum	178
Zeros	19
Zeros (%)	39.6%
Negative	0
Negative (%)	0.0%
Memory size	560.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	42
Q3	80.5
95-th percentile	126.45
Maximum	178
Range	178
Interquartile range (IQR)	80.5

Descriptive statistics

Standard deviation	48.73615
Coefficient of variation (CV)	1.0228838
Kurtosis	-0.44322236
Mean	47.645833
Median Absolute Deviation (MAD)	42
Skewness	0.68146743
Sum	2287
Variance	2375.2123
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=26)

Value	Count	Frequency (%)
0	19	39.6%
50	3	6.2%
71	2	4.2%
105	2	4.2%
178	1	2.1%
28	1	2.1%
26	1	2.1%
113	1	2.1%
40	1	2.1%
72	1	2.1%
Other values (16)	16	33.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	19	39.6%
26	1	2.1%
28	1	2.1%
30	1	2.1%
33	1	2.1%
40	1	2.1%
44	1	2.1%
50	3	6.2%
58	1	2.1%
60	1	2.1%

Value	Count	Frequency (%)
178	1	2.1%
147	1	2.1%
131	1	2.1%
118	1	2.1%
114	1	2.1%
113	1	2.1%
107	1	2.1%
105	2	4.2%
100	1	2.1%
89	1	2.1%

5등급
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	38
Distinct (%)	79.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	104.04167

Minimum	0
Maximum	321
Zeros	9
Zeros (%)	18.8%
Negative	0
Negative (%)	0.0%
Memory size	560.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	25
median	91
Q3	144.5
95-th percentile	253.6
Maximum	321
Range	321
Interquartile range (IQR)	119.5

Descriptive statistics

Standard deviation	90.918237
Coefficient of variation (CV)	0.87386372
Kurtosis	-0.41040946
Mean	104.04167
Median Absolute Deviation (MAD)	65
Skewness	0.69991771
Sum	4994
Variance	8266.1259
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=38)

Value	Count	Frequency (%)
0	9	18.8%
26	2	4.2%
56	2	4.2%
13	1	2.1%
230	1	2.1%
155	1	2.1%
132	1	2.1%
125	1	2.1%
210	1	2.1%
187	1	2.1%
Other values (28)	28	58.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	9	18.8%
13	1	2.1%
16	1	2.1%
22	1	2.1%
26	2	4.2%
32	1	2.1%
51	1	2.1%
56	2	4.2%
59	1	2.1%
67	1	2.1%

Value	Count	Frequency (%)
321	1	2.1%
309	1	2.1%
255	1	2.1%
251	1	2.1%
248	1	2.1%
247	1	2.1%
232	1	2.1%
230	1	2.1%
210	1	2.1%
187	1	2.1%

6등급
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	31
Distinct (%)	64.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	40.354167

Minimum	0
Maximum	166
Zeros	16
Zeros (%)	33.3%
Negative	0
Negative (%)	0.0%
Memory size	560.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	23.5
Q3	64.5
95-th percentile	134.05
Maximum	166
Range	166
Interquartile range (IQR)	64.5

Descriptive statistics

Standard deviation	47.061069
Coefficient of variation (CV)	1.166201
Kurtosis	0.14404379
Mean	40.354167
Median Absolute Deviation (MAD)	23.5
Skewness	1.1243653
Sum	1937
Variance	2214.7442
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=31)

Value	Count	Frequency (%)
0	16	33.3%
109	2	4.2%
24	2	4.2%
123	1	2.1%
87	1	2.1%
19	1	2.1%
41	1	2.1%
17	1	2.1%
34	1	2.1%
33	1	2.1%
Other values (21)	21	43.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	16	33.3%
7	1	2.1%
10	1	2.1%
15	1	2.1%
16	1	2.1%
17	1	2.1%
19	1	2.1%
22	1	2.1%
23	1	2.1%
24	2	4.2%

Value	Count	Frequency (%)
166	1	2.1%
143	1	2.1%
140	1	2.1%
123	1	2.1%
119	1	2.1%
116	1	2.1%
109	2	4.2%
87	1	2.1%
83	1	2.1%
77	1	2.1%

7등급
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	33
Distinct (%)	68.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	114.66667

Minimum	0
Maximum	373
Zeros	14
Zeros (%)	29.2%
Negative	0
Negative (%)	0.0%
Memory size	560.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	83
Q3	219.25
95-th percentile	321.45
Maximum	373
Range	373
Interquartile range (IQR)	219.25

Descriptive statistics

Standard deviation	114.73954
Coefficient of variation (CV)	1.0006356
Kurtosis	-0.84367831
Mean	114.66667
Median Absolute Deviation (MAD)	83
Skewness	0.65022529
Sum	5504
Variance	13165.163
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=33)

Value	Count	Frequency (%)
0	14	29.2%
258	2	4.2%
101	2	4.2%
340	1	2.1%
240	1	2.1%
116	1	2.1%
218	1	2.1%
250	1	2.1%
223	1	2.1%
155	1	2.1%
Other values (23)	23	47.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	14	29.2%
3	1	2.1%
9	1	2.1%
39	1	2.1%
44	1	2.1%
48	1	2.1%
51	1	2.1%
52	1	2.1%
54	1	2.1%
71	1	2.1%

Value	Count	Frequency (%)
373	1	2.1%
348	1	2.1%
340	1	2.1%
287	1	2.1%
279	1	2.1%
263	1	2.1%
258	2	4.2%
250	1	2.1%
240	1	2.1%
236	1	2.1%

8등급
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	38
Distinct (%)	79.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	203.91667

Minimum	0
Maximum	804
Zeros	11
Zeros (%)	22.9%
Negative	0
Negative (%)	0.0%
Memory size	560.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	11.75
median	90.5
Q3	398.75
95-th percentile	685.6
Maximum	804
Range	804
Interquartile range (IQR)	387

Descriptive statistics

Standard deviation	237.05631
Coefficient of variation (CV)	1.1625156
Kurtosis	-0.073958082
Mean	203.91667
Median Absolute Deviation (MAD)	90.5
Skewness	1.0553709
Sum	9788
Variance	56195.695
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=38)

Value	Count	Frequency (%)
0	11	22.9%
180	1	2.1%
433	1	2.1%
432	1	2.1%
439	1	2.1%
293	1	2.1%
397	1	2.1%
500	1	2.1%
404	1	2.1%
132	1	2.1%
Other values (28)	28	58.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	11	22.9%
5	1	2.1%
14	1	2.1%
15	1	2.1%
17	1	2.1%
18	1	2.1%
21	1	2.1%
27	1	2.1%
64	1	2.1%
66	1	2.1%

Value	Count	Frequency (%)
804	1	2.1%
743	1	2.1%
694	1	2.1%
670	1	2.1%
582	1	2.1%
527	1	2.1%
513	1	2.1%
500	1	2.1%
439	1	2.1%
433	1	2.1%

9등급
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	35
Distinct (%)	72.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	100.14583

Minimum	0
Maximum	428
Zeros	14
Zeros (%)	29.2%
Negative	0
Negative (%)	0.0%
Memory size	560.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	59
Q3	155.25
95-th percentile	306.55
Maximum	428
Range	428
Interquartile range (IQR)	155.25

Descriptive statistics

Standard deviation	110.03694
Coefficient of variation (CV)	1.098767
Kurtosis	0.45150757
Mean	100.14583
Median Absolute Deviation (MAD)	59
Skewness	1.0629345
Sum	4807
Variance	12108.127
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=35)

Value	Count	Frequency (%)
0	14	29.2%
5	1	2.1%
337	1	2.1%
190	1	2.1%
154	1	2.1%
159	1	2.1%
216	1	2.1%
153	1	2.1%
130	1	2.1%
111	1	2.1%
Other values (25)	25	52.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	14	29.2%
5	1	2.1%
6	1	2.1%
9	1	2.1%
30	1	2.1%
36	1	2.1%
37	1	2.1%
40	1	2.1%
44	1	2.1%
46	1	2.1%

Value	Count	Frequency (%)
428	1	2.1%
337	1	2.1%
316	1	2.1%
289	1	2.1%
268	1	2.1%
258	1	2.1%
226	1	2.1%
217	1	2.1%
216	1	2.1%
209	1	2.1%

10등급
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	31
Distinct (%)	64.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	101.66667

Minimum	0
Maximum	473
Zeros	14
Zeros (%)	29.2%
Negative	0
Negative (%)	0.0%
Memory size	560.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	37.5
Q3	192.25
95-th percentile	319.25
Maximum	473
Range	473
Interquartile range (IQR)	192.25

Descriptive statistics

Standard deviation	120.99505
Coefficient of variation (CV)	1.1901152
Kurtosis	0.52462461
Mean	101.66667
Median Absolute Deviation (MAD)	37.5
Skewness	1.1398242
Sum	4880
Variance	14639.801
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=31)

Value	Count	Frequency (%)
0	14	29.2%
30	3	6.2%
18	2	4.2%
73	2	4.2%
216	1	2.1%
154	1	2.1%
115	1	2.1%
217	1	2.1%
164	1	2.1%
139	1	2.1%
Other values (21)	21	43.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	14	29.2%
5	1	2.1%
6	1	2.1%
13	1	2.1%
18	2	4.2%
25	1	2.1%
27	1	2.1%
30	3	6.2%
45	1	2.1%
56	1	2.1%

Value	Count	Frequency (%)
473	1	2.1%
356	1	2.1%
328	1	2.1%
303	1	2.1%
283	1	2.1%
265	1	2.1%
256	1	2.1%
239	1	2.1%
233	1	2.1%
217	1	2.1%

11등급이하
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	42
Distinct (%)	87.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	266.85417

Minimum	0
Maximum	948
Zeros	7
Zeros (%)	14.6%
Negative	0
Negative (%)	0.0%
Memory size	560.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	17.75
median	145
Q3	470.25
95-th percentile	837.9
Maximum	948
Range	948
Interquartile range (IQR)	452.5

Descriptive statistics

Standard deviation	289.01086
Coefficient of variation (CV)	1.0830292
Kurtosis	-0.36271419
Mean	266.85417
Median Absolute Deviation (MAD)	145
Skewness	0.93695387
Sum	12809
Variance	83527.276
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=42)

Value	Count	Frequency (%)
0	7	14.6%
854	1	2.1%
686	1	2.1%
808	1	2.1%
536	1	2.1%
468	1	2.1%
619	1	2.1%
340	1	2.1%
477	1	2.1%
382	1	2.1%
Other values (32)	32	66.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	7	14.6%
5	1	2.1%
9	1	2.1%
12	1	2.1%
15	1	2.1%
17	1	2.1%
18	1	2.1%
21	1	2.1%
38	1	2.1%
40	1	2.1%

Value	Count	Frequency (%)
948	1	2.1%
882	1	2.1%
854	1	2.1%
808	1	2.1%
798	1	2.1%
699	1	2.1%
686	1	2.1%
619	1	2.1%
536	1	2.1%
534	1	2.1%

Phik (φk)
Auto

Heatmap
Table

	구분	계	1등급	2등급	3등급	4등급	5등급	6등급	7등급	8등급	9등급	10등급	11등급이하
구분	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000
계	1.000	1.000	0.661	0.664	0.692	0.920	0.819	0.854	0.776	0.946	0.808	0.726	0.939
1등급	1.000	0.661	1.000	0.531	0.507	0.785	0.488	0.558	0.321	0.645	0.470	0.159	0.626
2등급	1.000	0.664	0.531	1.000	0.797	0.663	0.723	0.721	0.776	0.800	0.846	0.835	0.808
3등급	1.000	0.692	0.507	0.797	1.000	0.693	0.784	0.603	0.851	0.718	0.861	0.923	0.686
4등급	1.000	0.920	0.785	0.663	0.693	1.000	0.840	0.685	0.705	0.902	0.663	0.727	0.809
5등급	1.000	0.819	0.488	0.723	0.784	0.840	1.000	0.669	0.890	0.782	0.760	0.893	0.619
6등급	1.000	0.854	0.558	0.721	0.603	0.685	0.669	1.000	0.756	0.879	0.728	0.780	0.885
7등급	1.000	0.776	0.321	0.776	0.851	0.705	0.890	0.756	1.000	0.722	0.884	0.897	0.799
8등급	1.000	0.946	0.645	0.800	0.718	0.902	0.782	0.879	0.722	1.000	0.814	0.802	0.914
9등급	1.000	0.808	0.470	0.846	0.861	0.663	0.760	0.728	0.884	0.814	1.000	0.890	0.855
10등급	1.000	0.726	0.159	0.835	0.923	0.727	0.893	0.780	0.897	0.802	0.890	1.000	0.781
11등급이하	1.000	0.939	0.626	0.808	0.686	0.809	0.619	0.885	0.799	0.914	0.855	0.781	1.000

Heatmap
Table

	계	1등급	2등급	3등급	4등급	5등급	6등급	7등급	8등급	9등급	10등급	11등급이하
계	1.000	0.615	0.777	0.889	0.853	0.888	0.809	0.928	0.970	0.961	0.962	0.982
1등급	0.615	1.000	0.531	0.670	0.410	0.477	0.444	0.508	0.586	0.557	0.529	0.584
2등급	0.777	0.531	1.000	0.679	0.606	0.635	0.676	0.733	0.786	0.747	0.738	0.715
3등급	0.889	0.670	0.679	1.000	0.727	0.786	0.694	0.820	0.882	0.864	0.837	0.877
4등급	0.853	0.410	0.606	0.727	1.000	0.796	0.708	0.804	0.829	0.869	0.837	0.855
5등급	0.888	0.477	0.635	0.786	0.796	1.000	0.737	0.836	0.833	0.848	0.855	0.872
6등급	0.809	0.444	0.676	0.694	0.708	0.737	1.000	0.796	0.809	0.800	0.824	0.796
7등급	0.928	0.508	0.733	0.820	0.804	0.836	0.796	1.000	0.899	0.932	0.917	0.908
8등급	0.970	0.586	0.786	0.882	0.829	0.833	0.809	0.899	1.000	0.936	0.945	0.953
9등급	0.961	0.557	0.747	0.864	0.869	0.848	0.800	0.932	0.936	1.000	0.939	0.956
10등급	0.962	0.529	0.738	0.837	0.837	0.855	0.824	0.917	0.945	0.939	1.000	0.958
11등급이하	0.982	0.584	0.715	0.877	0.855	0.872	0.796	0.908	0.953	0.956	0.958	1.000

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	구분	계	1등급	5등급	7등급	11등급이하
0	38세미만	39	14	13	0	12
1	38세	0	0	0	0	0
2	39세	0	0	0	0	0
3	40세	3	0	0	3	0
4	41세	43	43	0	0	0
5	42세	25	25	0	0	0
6	43세	9	0	0	0	9
7	44세	0	0	0	0	0
8	45세	16	0	16	0	0
9	46세	46	31	0	0	15

	구분	계	1등급	2등급	3등급	4등급	5등급	6등급	7등급	8등급	9등급	10등급	11등급이하
38	75세	1928	27	57	137	100	232	34	258	404	153	73	453
39	76세	1744	38	81	1	60	230	123	340	180	130	216	345
40	77세	1019	6	60	65	79	100	33	101	132	111	121	211
41	78세	1256	43	0	67	72	164	28	155	94	97	139	397
42	79세	714	17	29	7	40	94	0	108	125	90	13	191
43	80세	831	13	0	5	113	129	23	48	84	106	73	237
44	81세	589	49	0	26	26	131	10	52	27	99	27	142
45	82세	579	39	32	86	0	67	25	126	90	40	18	56
46	83세	553	63	0	86	28	51	24	44	66	52	25	114
47	84세이상	1383	107	36	107	50	117	140	163	245	151	107	160

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Letter

Most occurring scripts

Most frequent character per script

Common

Hangul

Most occurring blocks

Most frequent character per block

Hangul

ASCII

Interactions

Correlations

Missing values

Sample