gimi9 Pandas Profiling

Dataset statistics

Number of variables	15
Number of observations	108
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	14.3 KiB
Average record size in memory	135.2 B

Variable types

Text	1
Numeric	14

Dataset

Description	대검찰청에서 발간하는 범죄분석은 3종의 범죄통계원표를 기반으로 작성하는 자료이며 이 중 본 데이터는 전과자의 전회처분에 관한 통계임.
Author	대검찰청
URL	https://www.data.go.kr/data/15085329/fileData.do

Alerts

`초범` is highly overall correlated with `즉결심판` and 12 other fields	High correlation
`즉결심판` is highly overall correlated with `초범` and 1 other fields	High correlation
`기소유예` is highly overall correlated with `초범` and 11 other fields	High correlation
`선도유예` is highly overall correlated with `초범` and 10 other fields	High correlation
`수배중` is highly overall correlated with `초범` and 10 other fields	High correlation
`보호처분` is highly overall correlated with `초범` and 10 other fields	High correlation
`선고유예` is highly overall correlated with `초범` and 11 other fields	High correlation
`집행유예중` is highly overall correlated with `초범` and 10 other fields	High correlation
`보석_형집행정지중` is highly overall correlated with `초범` and 11 other fields	High correlation
`가석방` is highly overall correlated with `초범` and 10 other fields	High correlation
`형(재산형포함)집행종료` is highly overall correlated with `초범` and 11 other fields	High correlation
`감호소출소` is highly overall correlated with `초범` and 10 other fields	High correlation
`기타` is highly overall correlated with `초범` and 11 other fields	High correlation
`미상` is highly overall correlated with `초범` and 6 other fields	High correlation
`범죄분류` has unique values	Unique
`초범` has 16 (14.8%) zeros	Zeros
`즉결심판` has 81 (75.0%) zeros	Zeros
`기소유예` has 3 (2.8%) zeros	Zeros
`선도유예` has 60 (55.6%) zeros	Zeros
`수배중` has 36 (33.3%) zeros	Zeros
`보호처분` has 25 (23.1%) zeros	Zeros
`선고유예` has 28 (25.9%) zeros	Zeros
`집행유예중` has 10 (9.3%) zeros	Zeros
`보석_형집행정지중` has 27 (25.0%) zeros	Zeros
`가석방` has 76 (70.4%) zeros	Zeros
`감호소출소` has 76 (70.4%) zeros	Zeros
`미상` has 24 (22.2%) zeros	Zeros

Reproduction

Analysis started	2023-12-12 23:11:09.992633
Analysis finished	2023-12-12 23:11:29.606815
Duration	19.61 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

범죄분류
Text

UNIQUE

Distinct	108
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	996.0 B

Length

Max length	21
Median length	17
Mean length	6.712963
Min length	2

Characters and Unicode

Total characters	725
Distinct characters	182
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	3 ?

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

Unique

Unique	108 ?
Unique (%)	100.0%

Sample

1st row	절도
2nd row	장물
3rd row	사기
4th row	횡령
5th row	배임

Value	Count	Frequency (%)
절도	1	0.9%
마약류관리에관한법률	1	0.9%
성매매알선등행위의처벌에관한법률	1	0.9%
선박직원법	1	0.9%
선박안전법	1	0.9%
상표법	1	0.9%
산지관리법	1	0.9%
산업안전보건법	1	0.9%
산림자원의조성및관리에관한법률	1	0.9%
사행행위등규제및처벌특례법	1	0.9%
Other values (98)	98	90.7%

Most occurring characters

Value	Count	Frequency (%)
법	61	8.4%
관	27	3.7%
한	17	2.3%
에	16	2.2%
보	16	2.2%
리	14	1.9%
률	13	1.8%
등	12	1.7%
의	12	1.7%
업	11	1.5%
Other values (172)	526	72.6%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	708	97.7%
Other Punctuation	7	1.0%
Close Punctuation	5	0.7%
Open Punctuation	5	0.7%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
법	61	8.6%
관	27	3.8%
한	17	2.4%
에	16	2.3%
보	16	2.3%
리	14	2.0%
률	13	1.8%
등	12	1.7%
의	12	1.7%
업	11	1.6%
Other values (168)	509	71.9%

Other Punctuation

Value	Count	Frequency (%)
·	4	57.1%
,	3	42.9%

Close Punctuation

Value	Count	Frequency (%)
)	5	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	5	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	708	97.7%
Common	17	2.3%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
법	61	8.6%
관	27	3.8%
한	17	2.4%
에	16	2.3%
보	16	2.3%
리	14	2.0%
률	13	1.8%
등	12	1.7%
의	12	1.7%
업	11	1.6%
Other values (168)	509	71.9%

Common

Value	Count	Frequency (%)
)	5	29.4%
(	5	29.4%
·	4	23.5%
,	3	17.6%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	708	97.7%
ASCII	13	1.8%
None	4	0.6%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
법	61	8.6%
관	27	3.8%
한	17	2.4%
에	16	2.3%
보	16	2.3%
리	14	2.0%
률	13	1.8%
등	12	1.7%
의	12	1.7%
업	11	1.6%
Other values (168)	509	71.9%

ASCII

Value	Count	Frequency (%)
)	5	38.5%
(	5	38.5%
,	3	23.1%

None

Value	Count	Frequency (%)
·	4	100.0%

초범
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	53
Distinct (%)	49.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	50.407407

Minimum	0
Maximum	873
Zeros	16
Zeros (%)	14.8%
Negative	0
Negative (%)	0.0%
Memory size	1.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2
median	8
Q3	32.5
95-th percentile	283.45
Maximum	873
Range	873
Interquartile range (IQR)	30.5

Descriptive statistics

Standard deviation	119.20477
Coefficient of variation (CV)	2.3648264
Kurtosis	23.033075
Mean	50.407407
Median Absolute Deviation (MAD)	8
Skewness	4.3182864
Sum	5444
Variance	14209.776
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	16	14.8%
1	10	9.3%
2	6	5.6%
8	6	5.6%
4	5	4.6%
7	5	4.6%
3	4	3.7%
5	3	2.8%
14	3	2.8%
16	3	2.8%
Other values (43)	47	43.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	16	14.8%
1	10	9.3%
2	6	5.6%
3	4	3.7%
4	5	4.6%
5	3	2.8%
6	1	0.9%
7	5	4.6%
8	6	5.6%
9	1	0.9%

Value	Count	Frequency (%)
873	1	0.9%
469	1	0.9%
430	1	0.9%
365	1	0.9%
336	1	0.9%
288	1	0.9%
275	1	0.9%
221	1	0.9%
209	1	0.9%
166	1	0.9%

즉결심판
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	17
Distinct (%)	15.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.1851852

Minimum	0
Maximum	249
Zeros	81
Zeros (%)	75.0%
Negative	0
Negative (%)	0.0%
Memory size	1.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0.25
95-th percentile	15.65
Maximum	249
Range	249
Interquartile range (IQR)	0.25

Descriptive statistics

Standard deviation	25.419894
Coefficient of variation (CV)	4.9024081
Kurtosis	80.967039
Mean	5.1851852
Median Absolute Deviation (MAD)	0
Skewness	8.588709
Sum	560
Variance	646.17099
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=17)

Value	Count	Frequency (%)
0	81	75.0%
1	5	4.6%
2	4	3.7%
13	2	1.9%
3	2	1.9%
4	2	1.9%
11	2	1.9%
59	1	0.9%
34	1	0.9%
27	1	0.9%
Other values (7)	7	6.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	81	75.0%
1	5	4.6%
2	4	3.7%
3	2	1.9%
4	2	1.9%
6	1	0.9%
8	1	0.9%
11	2	1.9%
13	2	1.9%
14	1	0.9%

Value	Count	Frequency (%)
249	1	0.9%
59	1	0.9%
57	1	0.9%
34	1	0.9%
27	1	0.9%
16	1	0.9%
15	1	0.9%
14	1	0.9%
13	2	1.9%
11	2	1.9%

기소유예
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	85
Distinct (%)	78.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	396.91667

Minimum	0
Maximum	6088
Zeros	3
Zeros (%)	2.8%
Negative	0
Negative (%)	0.0%
Memory size	1.1 KiB

Quantile statistics

Minimum	0
5-th percentile	1.35
Q1	13.75
median	46
Q3	238.75
95-th percentile	1738
Maximum	6088
Range	6088
Interquartile range (IQR)	225

Descriptive statistics

Standard deviation	1059.3114
Coefficient of variation (CV)	2.6688509
Kurtosis	17.401056
Mean	396.91667
Median Absolute Deviation (MAD)	41
Skewness	4.1084419
Sum	42867
Variance	1122140.7
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2	4	3.7%
6	4	3.7%
0	3	2.8%
47	3	2.8%
1	3	2.8%
18	3	2.8%
7	3	2.8%
14	2	1.9%
24	2	1.9%
46	2	1.9%
Other values (75)	79	73.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3	2.8%
1	3	2.8%
2	4	3.7%
3	1	0.9%
4	2	1.9%
6	4	3.7%
7	3	2.8%
8	1	0.9%
9	2	1.9%
10	1	0.9%

Value	Count	Frequency (%)
6088	1	0.9%
5769	1	0.9%
5198	1	0.9%
3702	1	0.9%
3267	1	0.9%
1745	1	0.9%
1725	1	0.9%
1289	1	0.9%
1272	1	0.9%
1055	1	0.9%

선도유예
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	26
Distinct (%)	24.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	12.564815

Minimum	0
Maximum	387
Zeros	60
Zeros (%)	55.6%
Negative	0
Negative (%)	0.0%
Memory size	1.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	3
95-th percentile	48.05
Maximum	387
Range	387
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	45.98136
Coefficient of variation (CV)	3.6595335
Kurtosis	43.343704
Mean	12.564815
Median Absolute Deviation (MAD)	0
Skewness	6.0760492
Sum	1357
Variance	2114.2855
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=26)

Value	Count	Frequency (%)
0	60	55.6%
1	12	11.1%
3	6	5.6%
2	5	4.6%
7	2	1.9%
13	2	1.9%
11	2	1.9%
17	1	0.9%
6	1	0.9%
18	1	0.9%
Other values (16)	16	14.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	60	55.6%
1	12	11.1%
2	5	4.6%
3	6	5.6%
5	1	0.9%
6	1	0.9%
7	2	1.9%
8	1	0.9%
9	1	0.9%
10	1	0.9%

Value	Count	Frequency (%)
387	1	0.9%
173	1	0.9%
145	1	0.9%
133	1	0.9%
124	1	0.9%
54	1	0.9%
37	1	0.9%
33	1	0.9%
32	1	0.9%
25	1	0.9%

수배중
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	32
Distinct (%)	29.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	19.833333

Minimum	0
Maximum	555
Zeros	36
Zeros (%)	33.3%
Negative	0
Negative (%)	0.0%
Memory size	1.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	9.25
95-th percentile	67.95
Maximum	555
Range	555
Interquartile range (IQR)	9.25

Descriptive statistics

Standard deviation	69.484147
Coefficient of variation (CV)	3.5034024
Kurtosis	41.680848
Mean	19.833333
Median Absolute Deviation (MAD)	1
Skewness	6.1801743
Sum	2142
Variance	4828.0467
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=32)

Value	Count	Frequency (%)
0	36	33.3%
1	21	19.4%
4	4	3.7%
5	4	3.7%
2	4	3.7%
3	4	3.7%
12	3	2.8%
9	3	2.8%
7	2	1.9%
10	2	1.9%
Other values (22)	25	23.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	36	33.3%
1	21	19.4%
2	4	3.7%
3	4	3.7%
4	4	3.7%
5	4	3.7%
6	2	1.9%
7	2	1.9%
8	1	0.9%
9	3	2.8%

Value	Count	Frequency (%)
555	1	0.9%
407	1	0.9%
193	1	0.9%
129	1	0.9%
72	1	0.9%
69	1	0.9%
66	1	0.9%
49	1	0.9%
48	1	0.9%
43	1	0.9%

보호처분
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	52
Distinct (%)	48.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	147.16667

Minimum	0
Maximum	3884
Zeros	25
Zeros (%)	23.1%
Negative	0
Negative (%)	0.0%
Memory size	1.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	5.5
Q3	63.5
95-th percentile	481.55
Maximum	3884
Range	3884
Interquartile range (IQR)	62.5

Descriptive statistics

Standard deviation	508.53713
Coefficient of variation (CV)	3.4555184
Kurtosis	31.880448
Mean	147.16667
Median Absolute Deviation (MAD)	5.5
Skewness	5.3344242
Sum	15894
Variance	258610.01
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	25	23.1%
1	11	10.2%
2	6	5.6%
3	6	5.6%
4	4	3.7%
9	3	2.8%
11	2	1.9%
8	2	1.9%
5	2	1.9%
10	2	1.9%
Other values (42)	45	41.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	25	23.1%
1	11	10.2%
2	6	5.6%
3	6	5.6%
4	4	3.7%
5	2	1.9%
6	1	0.9%
7	1	0.9%
8	2	1.9%
9	3	2.8%

Value	Count	Frequency (%)
3884	1	0.9%
2420	1	0.9%
1755	1	0.9%
1624	1	0.9%
1505	1	0.9%
512	1	0.9%
425	1	0.9%
396	1	0.9%
345	1	0.9%
257	1	0.9%

선고유예
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	31
Distinct (%)	28.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	13.648148

Minimum	0
Maximum	193
Zeros	28
Zeros (%)	25.9%
Negative	0
Negative (%)	0.0%
Memory size	1.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	3
Q3	9.25
95-th percentile	90.3
Maximum	193
Range	193
Interquartile range (IQR)	9.25

Descriptive statistics

Standard deviation	32.007392
Coefficient of variation (CV)	2.3451821
Kurtosis	14.424102
Mean	13.648148
Median Absolute Deviation (MAD)	3
Skewness	3.6779087
Sum	1474
Variance	1024.4732
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=31)

Value	Count	Frequency (%)
0	28	25.9%
1	12	11.1%
2	10	9.3%
3	10	9.3%
4	9	8.3%
6	5	4.6%
15	4	3.7%
5	3	2.8%
111	2	1.9%
16	2	1.9%
Other values (21)	23	21.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	28	25.9%
1	12	11.1%
2	10	9.3%
3	10	9.3%
4	9	8.3%
5	3	2.8%
6	5	4.6%
7	1	0.9%
8	2	1.9%
9	1	0.9%

Value	Count	Frequency (%)
193	1	0.9%
162	1	0.9%
111	2	1.9%
110	1	0.9%
91	1	0.9%
89	1	0.9%
51	1	0.9%
47	1	0.9%
43	1	0.9%
41	1	0.9%

집행유예중
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	61
Distinct (%)	56.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	160.4537

Minimum	0
Maximum	2783
Zeros	10
Zeros (%)	9.3%
Negative	0
Negative (%)	0.0%
Memory size	1.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	5
median	15.5
Q3	89.25
95-th percentile	799.55
Maximum	2783
Range	2783
Interquartile range (IQR)	84.25

Descriptive statistics

Standard deviation	447.73207
Coefficient of variation (CV)	2.7904128
Kurtosis	21.407951
Mean	160.4537
Median Absolute Deviation (MAD)	14.5
Skewness	4.4534244
Sum	17329
Variance	200464.01
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	10	9.3%
12	6	5.6%
5	6	5.6%
1	5	4.6%
4	4	3.7%
2	3	2.8%
8	3	2.8%
17	3	2.8%
43	3	2.8%
11	3	2.8%
Other values (51)	62	57.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	10	9.3%
1	5	4.6%
2	3	2.8%
3	2	1.9%
4	4	3.7%
5	6	5.6%
6	2	1.9%
7	2	1.9%
8	3	2.8%
9	2	1.9%

Value	Count	Frequency (%)
2783	1	0.9%
2706	1	0.9%
1676	1	0.9%
1546	1	0.9%
1122	1	0.9%
935	1	0.9%
548	1	0.9%
546	1	0.9%
519	1	0.9%
449	1	0.9%

보석_형집행정지중
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	31
Distinct (%)	28.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	14.592593

Minimum	0
Maximum	330
Zeros	27
Zeros (%)	25.0%
Negative	0
Negative (%)	0.0%
Memory size	1.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.75
median	2
Q3	8
95-th percentile	70.6
Maximum	330
Range	330
Interquartile range (IQR)	7.25

Descriptive statistics

Standard deviation	42.066044
Coefficient of variation (CV)	2.8826985
Kurtosis	33.528121
Mean	14.592593
Median Absolute Deviation (MAD)	2
Skewness	5.3561343
Sum	1576
Variance	1769.5521
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=31)

Value	Count	Frequency (%)
0	27	25.0%
1	17	15.7%
2	14	13.0%
3	11	10.2%
8	3	2.8%
4	3	2.8%
5	3	2.8%
10	2	1.9%
23	2	1.9%
6	2	1.9%
Other values (21)	24	22.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	27	25.0%
1	17	15.7%
2	14	13.0%
3	11	10.2%
4	3	2.8%
5	3	2.8%
6	2	1.9%
7	2	1.9%
8	3	2.8%
9	1	0.9%

Value	Count	Frequency (%)
330	1	0.9%
201	1	0.9%
155	1	0.9%
95	1	0.9%
94	1	0.9%
79	1	0.9%
55	1	0.9%
44	2	1.9%
37	1	0.9%
35	1	0.9%

가석방
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	11
Distinct (%)	10.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.8796296

Minimum	0
Maximum	78
Zeros	76
Zeros (%)	70.4%
Negative	0
Negative (%)	0.0%
Memory size	1.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	7.65
Maximum	78
Range	78
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	8.5497091
Coefficient of variation (CV)	4.5486137
Kurtosis	63.376012
Mean	1.8796296
Median Absolute Deviation (MAD)	0
Skewness	7.6452443
Sum	203
Variance	73.097525
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=11)

Value	Count	Frequency (%)
0	76	70.4%
1	13	12.0%
2	9	8.3%
9	2	1.9%
8	2	1.9%
41	1	0.9%
78	1	0.9%
4	1	0.9%
7	1	0.9%
3	1	0.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	76	70.4%
1	13	12.0%
2	9	8.3%
3	1	0.9%
4	1	0.9%
5	1	0.9%
7	1	0.9%
8	2	1.9%
9	2	1.9%
41	1	0.9%

Value	Count	Frequency (%)
78	1	0.9%
41	1	0.9%
9	2	1.9%
8	2	1.9%
7	1	0.9%
5	1	0.9%
4	1	0.9%
3	1	0.9%
2	9	8.3%
1	13	12.0%

형(재산형포함)집행종료
Real number (ℝ)

HIGH CORRELATION

Distinct	105
Distinct (%)	97.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5821.6019

Minimum	3
Maximum	141576
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.1 KiB

Quantile statistics

Minimum	3
5-th percentile	34.8
Q1	291.25
median	786
Q3	3222.75
95-th percentile	35193.15
Maximum	141576
Range	141573
Interquartile range (IQR)	2931.5

Descriptive statistics

Standard deviation	17138.269
Coefficient of variation (CV)	2.9439095
Kurtosis	38.857558
Mean	5821.6019
Median Absolute Deviation (MAD)	695
Skewness	5.6748033
Sum	628733
Variance	2.9372027 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
91	2	1.9%
77	2	1.9%
849	2	1.9%
293	1	0.9%
127	1	0.9%
232	1	0.9%
1283	1	0.9%
517	1	0.9%
702	1	0.9%
185	1	0.9%
Other values (95)	95	88.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3	1	0.9%
5	1	0.9%
9	1	0.9%
13	1	0.9%
26	1	0.9%
32	1	0.9%
40	1	0.9%
63	1	0.9%
64	1	0.9%
72	1	0.9%

Value	Count	Frequency (%)
141576	1	0.9%
65858	1	0.9%
61806	1	0.9%
38495	1	0.9%
36675	1	0.9%
35267	1	0.9%
35056	1	0.9%
17297	1	0.9%
13967	1	0.9%
13668	1	0.9%

감호소출소
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	12
Distinct (%)	11.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.5

Minimum	0
Maximum	38
Zeros	76
Zeros (%)	70.4%
Negative	0
Negative (%)	0.0%
Memory size	1.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	7.3
Maximum	38
Range	38
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	4.9151682
Coefficient of variation (CV)	3.2767788
Kurtosis	35.810697
Mean	1.5
Median Absolute Deviation (MAD)	0
Skewness	5.6218641
Sum	162
Variance	24.158879
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
0	76	70.4%
1	12	11.1%
2	7	6.5%
3	3	2.8%
6	2	1.9%
4	2	1.9%
28	1	0.9%
38	1	0.9%
8	1	0.9%
12	1	0.9%
Other values (2)	2	1.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	76	70.4%
1	12	11.1%
2	7	6.5%
3	3	2.8%
4	2	1.9%
6	2	1.9%
8	1	0.9%
10	1	0.9%
11	1	0.9%
12	1	0.9%

Value	Count	Frequency (%)
38	1	0.9%
28	1	0.9%
12	1	0.9%
11	1	0.9%
10	1	0.9%
8	1	0.9%
6	2	1.9%
4	2	1.9%
3	3	2.8%
2	7	6.5%

기타
Real number (ℝ)

HIGH CORRELATION

Distinct	97
Distinct (%)	89.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	755.7963

Minimum	0
Maximum	15240
Zeros	1
Zeros (%)	0.9%
Negative	0
Negative (%)	0.0%
Memory size	1.1 KiB

Quantile statistics

Minimum	0
5-th percentile	8.35
Q1	36.75
median	105.5
Q3	431.25
95-th percentile	4438.6
Maximum	15240
Range	15240
Interquartile range (IQR)	394.5

Descriptive statistics

Standard deviation	2137.1852
Coefficient of variation (CV)	2.8277265
Kurtosis	25.303953
Mean	755.7963
Median Absolute Deviation (MAD)	88
Skewness	4.7569336
Sum	81626
Variance	4567560.5
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
30	2	1.9%
14	2	1.9%
17	2	1.9%
29	2	1.9%
88	2	1.9%
13	2	1.9%
20	2	1.9%
21	2	1.9%
44	2	1.9%
2	2	1.9%
Other values (87)	88	81.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	0.9%
1	1	0.9%
2	2	1.9%
4	1	0.9%
8	1	0.9%
9	1	0.9%
10	1	0.9%
12	1	0.9%
13	2	1.9%
14	2	1.9%

Value	Count	Frequency (%)
15240	1	0.9%
10838	1	0.9%
8703	1	0.9%
6317	1	0.9%
4730	1	0.9%
4510	1	0.9%
4306	1	0.9%
1970	1	0.9%
1710	1	0.9%
1371	1	0.9%

미상
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	49
Distinct (%)	45.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	113.75926

Minimum	0
Maximum	3972
Zeros	24
Zeros (%)	22.2%
Negative	0
Negative (%)	0.0%
Memory size	1.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	7
Q3	35.25
95-th percentile	454.35
Maximum	3972
Range	3972
Interquartile range (IQR)	34.25

Descriptive statistics

Standard deviation	471.14735
Coefficient of variation (CV)	4.1416176
Kurtosis	49.924799
Mean	113.75926
Median Absolute Deviation (MAD)	7
Skewness	6.7992559
Sum	12286
Variance	221979.83
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=49)

Value	Count	Frequency (%)
0	24	22.2%
2	8	7.4%
1	8	7.4%
3	8	7.4%
8	3	2.8%
11	3	2.8%
17	3	2.8%
5	3	2.8%
24	2	1.9%
50	2	1.9%
Other values (39)	44	40.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	24	22.2%
1	8	7.4%
2	8	7.4%
3	8	7.4%
4	1	0.9%
5	3	2.8%
6	1	0.9%
7	2	1.9%
8	3	2.8%
9	2	1.9%

Value	Count	Frequency (%)
3972	1	0.9%
2661	1	0.9%
916	1	0.9%
627	1	0.9%
554	1	0.9%
489	1	0.9%
390	1	0.9%
285	1	0.9%
250	1	0.9%
231	1	0.9%

Phik (φk)
Auto

Heatmap
Table

	초범	즉결심판	기소유예	선도유예	수배중	보호처분	선고유예	집행유예중	보석_형집행정지중	가석방	형(재산형포함)집행종료	감호소출소	기타	미상
초범	1.000	0.737	0.954	0.854	0.878	0.854	0.980	0.964	0.870	0.747	0.863	0.813	0.906	0.664
즉결심판	0.737	1.000	0.000	0.000	0.386	0.000	0.000	0.471	0.130	0.000	0.047	0.128	0.287	0.882
기소유예	0.954	0.000	1.000	0.868	0.904	0.919	0.960	0.982	0.910	0.884	0.847	0.858	0.952	0.000
선도유예	0.854	0.000	0.868	1.000	0.889	0.935	0.854	0.919	0.839	0.822	0.920	0.811	0.951	0.000
수배중	0.878	0.386	0.904	0.889	1.000	0.983	0.865	0.907	0.986	0.986	0.841	0.987	0.973	0.281
보호처분	0.854	0.000	0.919	0.935	0.983	1.000	0.857	0.954	0.965	0.935	0.775	0.962	0.963	0.000
선고유예	0.980	0.000	0.960	0.854	0.865	0.857	1.000	0.962	0.890	0.747	0.884	0.819	0.913	0.000
집행유예중	0.964	0.471	0.982	0.919	0.907	0.954	0.962	1.000	0.916	0.884	0.827	0.889	0.959	0.262
보석_형집행정지중	0.870	0.130	0.910	0.839	0.986	0.965	0.890	0.916	1.000	0.902	0.908	0.971	0.972	0.000
가석방	0.747	0.000	0.884	0.822	0.986	0.935	0.747	0.884	0.902	1.000	0.673	0.969	0.999	0.000
형(재산형포함)집행종료	0.863	0.047	0.847	0.920	0.841	0.775	0.884	0.827	0.908	0.673	1.000	0.807	0.951	0.000
감호소출소	0.813	0.128	0.858	0.811	0.987	0.962	0.819	0.889	0.971	0.969	0.807	1.000	0.946	0.000
기타	0.906	0.287	0.952	0.951	0.973	0.963	0.913	0.959	0.972	0.999	0.951	0.946	1.000	0.000
미상	0.664	0.882	0.000	0.000	0.281	0.000	0.000	0.262	0.000	0.000	0.000	0.000	0.000	1.000

Heatmap
Table

	초범	즉결심판	기소유예	선도유예	수배중	보호처분	선고유예	집행유예중	보석_형집행정지중	가석방	형(재산형포함)집행종료	감호소출소	기타	미상
초범	1.000	0.643	0.800	0.591	0.650	0.546	0.768	0.713	0.732	0.606	0.848	0.540	0.828	0.784
즉결심판	0.643	1.000	0.456	0.382	0.408	0.262	0.456	0.396	0.482	0.484	0.488	0.441	0.469	0.675
기소유예	0.800	0.456	1.000	0.781	0.838	0.849	0.876	0.917	0.827	0.698	0.957	0.709	0.959	0.540
선도유예	0.591	0.382	0.781	1.000	0.726	0.780	0.676	0.755	0.615	0.681	0.695	0.627	0.721	0.398
수배중	0.650	0.408	0.838	0.726	1.000	0.796	0.709	0.869	0.703	0.716	0.794	0.715	0.805	0.400
보호처분	0.546	0.262	0.849	0.780	0.796	1.000	0.712	0.846	0.661	0.666	0.761	0.664	0.801	0.293
선고유예	0.768	0.456	0.876	0.676	0.709	0.712	1.000	0.824	0.790	0.616	0.893	0.668	0.881	0.586
집행유예중	0.713	0.396	0.917	0.755	0.869	0.846	0.824	1.000	0.787	0.714	0.915	0.711	0.940	0.487
보석_형집행정지중	0.732	0.482	0.827	0.615	0.703	0.661	0.790	0.787	1.000	0.683	0.875	0.659	0.857	0.561
가석방	0.606	0.484	0.698	0.681	0.716	0.666	0.616	0.714	0.683	1.000	0.696	0.803	0.702	0.396
형(재산형포함)집행종료	0.848	0.488	0.957	0.695	0.794	0.761	0.893	0.915	0.875	0.696	1.000	0.687	0.981	0.615
감호소출소	0.540	0.441	0.709	0.627	0.715	0.664	0.668	0.711	0.659	0.803	0.687	1.000	0.683	0.369
기타	0.828	0.469	0.959	0.721	0.805	0.801	0.881	0.940	0.857	0.702	0.981	0.683	1.000	0.603
미상	0.784	0.675	0.540	0.398	0.400	0.293	0.586	0.487	0.561	0.396	0.615	0.369	0.603	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

	범죄분류	초범	즉결심판	기소유예	선도유예	수배중	보호처분	선고유예	집행유예중	보석_형집행정지중	가석방	형(재산형포함)집행종료	감호소출소	기타	미상
0	절도	288	16	6088	387	407	3884	111	1546	79	41	38495	28	6317	36
1	장물	10	0	172	16	5	88	4	43	3	1	1198	0	152	0
2	사기	336	13	3702	124	555	1755	111	2783	201	78	61806	38	10838	390
3	횡령	67	1	744	32	48	188	43	252	23	2	9739	1	1330	58
4	배임	16	0	47	1	1	1	8	40	3	0	1721	0	192	22
5	손괴	103	3	1272	23	31	345	41	546	35	4	17297	3	1970	13
6	살인	1	0	30	0	3	7	1	24	0	0	404	0	41	0
7	강도	6	0	73	1	12	74	2	54	2	2	665	1	111	0
8	방화	1	0	63	5	5	18	3	31	1	0	600	1	95	1
9	성폭력	93	0	1289	37	43	425	47	519	24	7	10727	6	1349	51

	범죄분류	초범	즉결심판	기소유예	선도유예	수배중	보호처분	선고유예	집행유예중	보석_형집행정지중	가석방	형(재산형포함)집행종료	감호소출소	기타	미상
98	청소년보호법	22	0	297	13	1	45	22	32	6	0	3210	0	379	9
99	축산물위생관리법	7	1	24	0	0	3	1	8	1	0	564	0	72	49
100	출입국관리법	12	0	45	0	2	4	1	10	2	0	1085	0	141	8
101	통신비밀보호법	0	0	4	0	0	0	0	0	0	0	63	0	9	0
102	특가법(도주차량)	9	0	115	1	5	39	4	53	4	0	2341	0	335	3
103	폐기물관리법	17	1	23	0	4	3	1	17	2	0	849	0	100	35
104	풍속영업의규제에관한법률	4	0	10	0	0	0	0	1	0	0	162	0	21	0
105	학원의설립운영및과외교습에관한법률	0	0	6	0	0	0	0	0	0	0	72	0	10	0
106	화물자동차운수사업법	5	0	65	0	2	1	6	17	7	0	1467	1	156	2
107	기타특별법	365	34	1725	11	49	257	110	935	94	5	35056	11	4306	627

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Other Punctuation

Close Punctuation

Open Punctuation

Most occurring scripts

Most frequent character per script

Hangul

Common

Most occurring blocks

Most frequent character per block

Hangul

ASCII

None

Interactions

Correlations

Missing values

Sample