gimi9 Pandas Profiling

Dataset statistics

Number of variables	14
Number of observations	190
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	23.3 KiB
Average record size in memory	125.7 B

Variable types

Text	1
Numeric	12
Categorical	1

Dataset

Description	대검찰청에서 발간하는 범죄분석은 3종의 범죄통계원표를 기반으로 작성하는 자료이며 이 중 본 데이터는 인천지방검찰청의 범죄자 처분결과에 관한 통계임.
Author	대검찰청
URL	https://www.data.go.kr/data/15084960/fileData.do

Alerts

`구공판_구속` is highly overall correlated with `구공판_불구속` and 2 other fields	High correlation
`구공판_불구속` is highly overall correlated with `구공판_구속` and 7 other fields	High correlation
`구약식` is highly overall correlated with `구공판_불구속` and 5 other fields	High correlation
`소년보호송치` is highly overall correlated with `구공판_불구속` and 4 other fields	High correlation
`가정보호송치` is highly overall correlated with `아동보호송치`	High correlation
`아동보호송치` is highly overall correlated with `가정보호송치`	High correlation
`기소유예` is highly overall correlated with `구공판_불구속` and 6 other fields	High correlation
`혐의없음` is highly overall correlated with `구공판_불구속` and 5 other fields	High correlation
`죄가안됨` is highly overall correlated with `소년보호송치`	High correlation
`공소권없음` is highly overall correlated with `구공판_불구속` and 5 other fields	High correlation
`기소중지` is highly overall correlated with `구공판_구속` and 7 other fields	High correlation
`참고인중지` is highly overall correlated with `구공판_불구속` and 4 other fields	High correlation
`성매매보호송치` is highly overall correlated with `구공판_구속` and 2 other fields	High correlation
`성매매보호송치` is highly imbalanced (94.0%)	Imbalance
`범죄분류` has unique values	Unique
`구공판_구속` has 87 (45.8%) zeros	Zeros
`구공판_불구속` has 41 (21.6%) zeros	Zeros
`구약식` has 29 (15.3%) zeros	Zeros
`소년보호송치` has 128 (67.4%) zeros	Zeros
`가정보호송치` has 174 (91.6%) zeros	Zeros
`아동보호송치` has 180 (94.7%) zeros	Zeros
`기소유예` has 24 (12.6%) zeros	Zeros
`혐의없음` has 15 (7.9%) zeros	Zeros
`죄가안됨` has 162 (85.3%) zeros	Zeros
`공소권없음` has 67 (35.3%) zeros	Zeros
`기소중지` has 79 (41.6%) zeros	Zeros
`참고인중지` has 131 (68.9%) zeros	Zeros

Reproduction

Analysis started	2023-12-12 17:31:56.633999
Analysis finished	2023-12-12 17:32:11.302132
Duration	14.67 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

범죄분류
Text

UNIQUE

Distinct	190
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	1.6 KiB

Length

Max length	37
Median length	23.5
Mean length	8.3263158
Min length	2

Characters and Unicode

Total characters	1582
Distinct characters	242
Distinct categories	5 ?
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	190 ?
Unique (%)	100.0%

Sample

1st row	절도
2nd row	불법사용
3rd row	침입절도
4th row	장물
5th row	사기

Value	Count	Frequency (%)
관한법률	26	8.2%
및	22	7.0%
관리에	3	0.9%
마약류관리에	3	0.9%
보장법	2	0.6%
사업법	2	0.6%
아동·청소년의	2	0.6%
성보호에	2	0.6%
규제	2	0.6%
규제에	2	0.6%
Other values (248)	250	79.1%

Most occurring characters

Value	Count	Frequency (%)
	126	8.0%
법	114	7.2%
관	63	4.0%
에	37	2.3%
한	37	2.3%
률	32	2.0%
리	29	1.8%
의	28	1.8%
보	25	1.6%
등	24	1.5%
Other values (232)	1067	67.4%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	1408	89.0%
Space Separator	126	8.0%
Other Punctuation	18	1.1%
Close Punctuation	15	0.9%
Open Punctuation	15	0.9%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
법	114	8.1%
관	63	4.5%
에	37	2.6%
한	37	2.6%
률	32	2.3%
리	29	2.1%
의	28	2.0%
보	25	1.8%
등	24	1.7%
사	23	1.6%
Other values (226)	996	70.7%

Other Punctuation

Value	Count	Frequency (%)
,	12	66.7%
·	4	22.2%
/	2	11.1%

Space Separator

Value	Count	Frequency (%)
	126	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	15	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	15	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	1408	89.0%
Common	174	11.0%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
법	114	8.1%
관	63	4.5%
에	37	2.6%
한	37	2.6%
률	32	2.3%
리	29	2.1%
의	28	2.0%
보	25	1.8%
등	24	1.7%
사	23	1.6%
Other values (226)	996	70.7%

Common

Value	Count	Frequency (%)
	126	72.4%
)	15	8.6%
(	15	8.6%
,	12	6.9%
·	4	2.3%
/	2	1.1%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	1408	89.0%
ASCII	170	10.7%
None	4	0.3%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	126	74.1%
)	15	8.8%
(	15	8.8%
,	12	7.1%
/	2	1.2%

Hangul

Value	Count	Frequency (%)
법	114	8.1%
관	63	4.5%
에	37	2.6%
한	37	2.6%
률	32	2.3%
리	29	2.1%
의	28	2.0%
보	25	1.8%
등	24	1.7%
사	23	1.6%
Other values (226)	996	70.7%

None

Value	Count	Frequency (%)
·	4	100.0%

구공판_구속
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	38
Distinct (%)	20.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	13.494737

Minimum	0
Maximum	535
Zeros	87
Zeros (%)	45.8%
Negative	0
Negative (%)	0.0%
Memory size	1.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	6
95-th percentile	51.4
Maximum	535
Range	535
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	52.533159
Coefficient of variation (CV)	3.8928628
Kurtosis	63.446462
Mean	13.494737
Median Absolute Deviation (MAD)	1
Skewness	7.4871865
Sum	2564
Variance	2759.7328
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=38)

Value	Count	Frequency (%)
0	87	45.8%
1	16	8.4%
3	12	6.3%
2	12	6.3%
5	7	3.7%
4	6	3.2%
6	6	3.2%
8	5	2.6%
7	3	1.6%
40	2	1.1%
Other values (28)	34	17.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	87	45.8%
1	16	8.4%
2	12	6.3%
3	12	6.3%
4	6	3.2%
5	7	3.7%
6	6	3.2%
7	3	1.6%
8	5	2.6%
9	2	1.1%

Value	Count	Frequency (%)
535	1	0.5%
353	1	0.5%
282	1	0.5%
132	1	0.5%
84	1	0.5%
76	1	0.5%
72	1	0.5%
67	1	0.5%
65	1	0.5%
55	1	0.5%

구공판_불구속
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	71
Distinct (%)	37.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	67.110526

Minimum	0
Maximum	2521
Zeros	41
Zeros (%)	21.6%
Negative	0
Negative (%)	0.0%
Memory size	1.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	6.5
Q3	34
95-th percentile	302.15
Maximum	2521
Range	2521
Interquartile range (IQR)	33

Descriptive statistics

Standard deviation	228.84484
Coefficient of variation (CV)	3.4099694
Kurtosis	72.88989
Mean	67.110526
Median Absolute Deviation (MAD)	6.5
Skewness	7.6105586
Sum	12751
Variance	52369.961
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	41	21.6%
1	15	7.9%
3	13	6.8%
2	12	6.3%
6	6	3.2%
5	5	2.6%
16	4	2.1%
8	4	2.1%
34	3	1.6%
13	3	1.6%
Other values (61)	84	44.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	41	21.6%
1	15	7.9%
2	12	6.3%
3	13	6.8%
4	3	1.6%
5	5	2.6%
6	6	3.2%
7	2	1.1%
8	4	2.1%
9	2	1.1%

Value	Count	Frequency (%)
2521	1	0.5%
1123	1	0.5%
688	1	0.5%
680	1	0.5%
659	1	0.5%
648	1	0.5%
556	1	0.5%
452	1	0.5%
395	1	0.5%
326	1	0.5%

구약식
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	95
Distinct (%)	50.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	268.00526

Minimum	0
Maximum	12443
Zeros	29
Zeros (%)	15.3%
Negative	0
Negative (%)	0.0%
Memory size	1.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	3
median	26
Q3	122.75
95-th percentile	1347.65
Maximum	12443
Range	12443
Interquartile range (IQR)	119.75

Descriptive statistics

Standard deviation	1019.7861
Coefficient of variation (CV)	3.8050974
Kurtosis	108.8583
Mean	268.00526
Median Absolute Deviation (MAD)	26
Skewness	9.5023274
Sum	50921
Variance	1039963.7
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	29	15.3%
1	8	4.2%
2	7	3.7%
4	6	3.2%
5	5	2.6%
3	5	2.6%
8	4	2.1%
31	4	2.1%
6	4	2.1%
14	4	2.1%
Other values (85)	114	60.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	29	15.3%
1	8	4.2%
2	7	3.7%
3	5	2.6%
4	6	3.2%
5	5	2.6%
6	4	2.1%
7	2	1.1%
8	4	2.1%
9	2	1.1%

Value	Count	Frequency (%)
12443	1	0.5%
3039	1	0.5%
2839	1	0.5%
2641	1	0.5%
2325	1	0.5%
2223	1	0.5%
2053	1	0.5%
1627	1	0.5%
1538	1	0.5%
1529	1	0.5%

소년보호송치
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	33
Distinct (%)	17.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	16.021053

Minimum	0
Maximum	1159
Zeros	128
Zeros (%)	67.4%
Negative	0
Negative (%)	0.0%
Memory size	1.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	2
95-th percentile	36.1
Maximum	1159
Range	1159
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	92.626174
Coefficient of variation (CV)	5.7815286
Kurtosis	125.09366
Mean	16.021053
Median Absolute Deviation (MAD)	0
Skewness	10.534346
Sum	3044
Variance	8579.608
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=33)

Value	Count	Frequency (%)
0	128	67.4%
1	13	6.8%
6	4	2.1%
4	4	2.1%
19	3	1.6%
10	3	1.6%
7	3	1.6%
14	2	1.1%
8	2	1.1%
17	2	1.1%
Other values (23)	26	13.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	128	67.4%
1	13	6.8%
2	2	1.1%
3	1	0.5%
4	4	2.1%
5	1	0.5%
6	4	2.1%
7	3	1.6%
8	2	1.1%
9	1	0.5%

Value	Count	Frequency (%)
1159	1	0.5%
325	1	0.5%
290	1	0.5%
284	1	0.5%
149	1	0.5%
118	1	0.5%
71	1	0.5%
54	1	0.5%
42	1	0.5%
37	1	0.5%

가정보호송치
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	12
Distinct (%)	6.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	11.773684

Minimum	0
Maximum	1674
Zeros	174
Zeros (%)	91.6%
Negative	0
Negative (%)	0.0%
Memory size	1.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	2.55
Maximum	1674
Range	1674
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	123.06176
Coefficient of variation (CV)	10.452273
Kurtosis	178.7985
Mean	11.773684
Median Absolute Deviation (MAD)	0
Skewness	13.211008
Sum	2237
Variance	15144.197
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
0	174	91.6%
1	3	1.6%
2	3	1.6%
3	2	1.1%
155	1	0.5%
5	1	0.5%
1674	1	0.5%
10	1	0.5%
196	1	0.5%
152	1	0.5%
Other values (2)	2	1.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	174	91.6%
1	3	1.6%
2	3	1.6%
3	2	1.1%
5	1	0.5%
6	1	0.5%
10	1	0.5%
24	1	0.5%
152	1	0.5%
155	1	0.5%

Value	Count	Frequency (%)
1674	1	0.5%
196	1	0.5%
155	1	0.5%
152	1	0.5%
24	1	0.5%
10	1	0.5%
6	1	0.5%
5	1	0.5%
3	2	1.1%
2	3	1.6%

성매매보호송치
Categorical

HIGH CORRELATION IMBALANCE

Distinct	3
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Memory size	1.6 KiB

0	188
1	1
49	1

Length

Max length	2
Median length	1
Mean length	1.0052632
Min length	1

Unique

Unique	2 ?
Unique (%)	1.1%

Sample

1st row	1
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	188	98.9%
1	1	0.5%
49	1	0.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	188	98.9%
1	1	0.5%
49	1	0.5%

아동보호송치
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	7
Distinct (%)	3.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.3105263

Minimum	0
Maximum	205
Zeros	180
Zeros (%)	94.7%
Negative	0
Negative (%)	0.0%
Memory size	1.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0.55
Maximum	205
Range	205
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	15.010169
Coefficient of variation (CV)	11.453543
Kurtosis	182.22224
Mean	1.3105263
Median Absolute Deviation (MAD)	0
Skewness	13.395367
Sum	249
Variance	225.30518
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
0	180	94.7%
1	5	2.6%
2	1	0.5%
29	1	0.5%
3	1	0.5%
5	1	0.5%
205	1	0.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	180	94.7%
1	5	2.6%
2	1	0.5%
3	1	0.5%
5	1	0.5%
29	1	0.5%
205	1	0.5%

Value	Count	Frequency (%)
205	1	0.5%
29	1	0.5%
5	1	0.5%
3	1	0.5%
2	1	0.5%
1	5	2.6%
0	180	94.7%

기소유예
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	90
Distinct (%)	47.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	155.42105

Minimum	0
Maximum	4817
Zeros	24
Zeros (%)	12.6%
Negative	0
Negative (%)	0.0%
Memory size	1.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2
median	15.5
Q3	58.5
95-th percentile	702.3
Maximum	4817
Range	4817
Interquartile range (IQR)	56.5

Descriptive statistics

Standard deviation	536.82928
Coefficient of variation (CV)	3.4540319
Kurtosis	46.862424
Mean	155.42105
Median Absolute Deviation (MAD)	14.5
Skewness	6.3794222
Sum	29530
Variance	288185.67
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	24	12.6%
1	14	7.4%
2	13	6.8%
3	7	3.7%
10	5	2.6%
5	5	2.6%
13	5	2.6%
8	4	2.1%
39	4	2.1%
6	4	2.1%
Other values (80)	105	55.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	24	12.6%
1	14	7.4%
2	13	6.8%
3	7	3.7%
4	3	1.6%
5	5	2.6%
6	4	2.1%
7	3	1.6%
8	4	2.1%
9	2	1.1%

Value	Count	Frequency (%)
4817	1	0.5%
4141	1	0.5%
2292	1	0.5%
1712	1	0.5%
1543	1	0.5%
1320	1	0.5%
1049	1	0.5%
1047	1	0.5%
1022	1	0.5%
705	1	0.5%

혐의없음
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	94
Distinct (%)	49.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	151.16842

Minimum	0
Maximum	7420
Zeros	15
Zeros (%)	7.9%
Negative	0
Negative (%)	0.0%
Memory size	1.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	5
median	18
Q3	76.75
95-th percentile	661.65
Maximum	7420
Range	7420
Interquartile range (IQR)	71.75

Descriptive statistics

Standard deviation	599.52032
Coefficient of variation (CV)	3.9659098
Kurtosis	116.47195
Mean	151.16842
Median Absolute Deviation (MAD)	16.5
Skewness	9.9832618
Sum	28722
Variance	359424.62
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	15	7.9%
2	15	7.9%
5	11	5.8%
13	7	3.7%
1	7	3.7%
6	6	3.2%
10	5	2.6%
7	4	2.1%
4	4	2.1%
20	4	2.1%
Other values (84)	112	58.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	15	7.9%
1	7	3.7%
2	15	7.9%
3	3	1.6%
4	4	2.1%
5	11	5.8%
6	6	3.2%
7	4	2.1%
8	3	1.6%
9	3	1.6%

Value	Count	Frequency (%)
7420	1	0.5%
2492	1	0.5%
1323	1	0.5%
1138	1	0.5%
1080	1	0.5%
1048	1	0.5%
957	1	0.5%
906	1	0.5%
723	1	0.5%
672	1	0.5%

죄가안됨
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	12
Distinct (%)	6.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.6421053

Minimum	0
Maximum	143
Zeros	162
Zeros (%)	85.3%
Negative	0
Negative (%)	0.0%
Memory size	1.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	3.55
Maximum	143
Range	143
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	11.327651
Coefficient of variation (CV)	6.898249
Kurtosis	131.29022
Mean	1.6421053
Median Absolute Deviation (MAD)	0
Skewness	10.914232
Sum	312
Variance	128.31568
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
0	162	85.3%
1	13	6.8%
4	3	1.6%
2	3	1.6%
3	2	1.1%
10	1	0.5%
143	1	0.5%
41	1	0.5%
17	1	0.5%
44	1	0.5%
Other values (2)	2	1.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	162	85.3%
1	13	6.8%
2	3	1.6%
3	2	1.1%
4	3	1.6%
7	1	0.5%
10	1	0.5%
13	1	0.5%
17	1	0.5%
41	1	0.5%

Value	Count	Frequency (%)
143	1	0.5%
44	1	0.5%
41	1	0.5%
17	1	0.5%
13	1	0.5%
10	1	0.5%
7	1	0.5%
4	3	1.6%
3	2	1.1%
2	3	1.6%

공소권없음
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	44
Distinct (%)	23.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	133.09474

Minimum	0
Maximum	12582
Zeros	67
Zeros (%)	35.3%
Negative	0
Negative (%)	0.0%
Memory size	1.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	7
95-th percentile	248.45
Maximum	12582
Range	12582
Interquartile range (IQR)	7

Descriptive statistics

Standard deviation	1037.5765
Coefficient of variation (CV)	7.7957739
Kurtosis	119.29543
Mean	133.09474
Median Absolute Deviation (MAD)	1
Skewness	10.640075
Sum	25288
Variance	1076564.9
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=44)

Value	Count	Frequency (%)
0	67	35.3%
1	33	17.4%
2	11	5.8%
3	10	5.3%
7	8	4.2%
5	6	3.2%
4	6	3.2%
8	4	2.1%
12	3	1.6%
13	3	1.6%
Other values (34)	39	20.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	67	35.3%
1	33	17.4%
2	11	5.8%
3	10	5.3%
4	6	3.2%
5	6	3.2%
6	3	1.6%
7	8	4.2%
8	4	2.1%
11	2	1.1%

Value	Count	Frequency (%)
12582	1	0.5%
6773	1	0.5%
988	1	0.5%
708	1	0.5%
632	1	0.5%
497	1	0.5%
310	1	0.5%
305	1	0.5%
279	1	0.5%
257	1	0.5%

기소중지
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	45
Distinct (%)	23.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	30.852632

Minimum	0
Maximum	2058
Zeros	79
Zeros (%)	41.6%
Negative	0
Negative (%)	0.0%
Memory size	1.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	8.75
95-th percentile	105.2
Maximum	2058
Range	2058
Interquartile range (IQR)	8.75

Descriptive statistics

Standard deviation	162.78934
Coefficient of variation (CV)	5.2763519
Kurtosis	129.7541
Mean	30.852632
Median Absolute Deviation (MAD)	1
Skewness	10.768669
Sum	5862
Variance	26500.37
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=45)

Value	Count	Frequency (%)
0	79	41.6%
1	22	11.6%
3	12	6.3%
2	11	5.8%
4	7	3.7%
7	4	2.1%
15	4	2.1%
5	3	1.6%
37	3	1.6%
16	2	1.1%
Other values (35)	43	22.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	79	41.6%
1	22	11.6%
2	11	5.8%
3	12	6.3%
4	7	3.7%
5	3	1.6%
6	2	1.1%
7	4	2.1%
8	2	1.1%
9	2	1.1%

Value	Count	Frequency (%)
2058	1	0.5%
606	1	0.5%
551	1	0.5%
297	1	0.5%
209	1	0.5%
158	1	0.5%
136	1	0.5%
125	1	0.5%
111	1	0.5%
107	1	0.5%

참고인중지
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	19
Distinct (%)	10.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.2894737

Minimum	0
Maximum	278
Zeros	131
Zeros (%)	68.9%
Negative	0
Negative (%)	0.0%
Memory size	1.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	10.65
Maximum	278
Range	278
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	20.727391
Coefficient of variation (CV)	6.301127
Kurtosis	165.55778
Mean	3.2894737
Median Absolute Deviation (MAD)	0
Skewness	12.509655
Sum	625
Variance	429.62476
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=19)

Value	Count	Frequency (%)
0	131	68.9%
1	15	7.9%
2	13	6.8%
3	8	4.2%
5	5	2.6%
6	3	1.6%
7	2	1.1%
4	2	1.1%
30	1	0.5%
37	1	0.5%
Other values (9)	9	4.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	131	68.9%
1	15	7.9%
2	13	6.8%
3	8	4.2%
4	2	1.1%
5	5	2.6%
6	3	1.6%
7	2	1.1%
9	1	0.5%
12	1	0.5%

Value	Count	Frequency (%)
278	1	0.5%
37	1	0.5%
32	1	0.5%
30	1	0.5%
24	1	0.5%
23	1	0.5%
19	1	0.5%
17	1	0.5%
14	1	0.5%
12	1	0.5%

Phik (φk)
Auto

Heatmap
Table

	구공판_구속	구공판_불구속	구약식	소년보호송치	가정보호송치	성매매보호송치	아동보호송치	기소유예	혐의없음	죄가안됨	공소권없음	기소중지	참고인중지
구공판_구속	1.000	0.777	0.482	0.815	0.499	0.937	0.000	0.831	0.773	0.179	0.000	0.728	0.945
구공판_불구속	0.777	1.000	0.776	0.593	0.490	0.348	0.348	0.762	0.728	0.632	0.455	0.653	0.739
구약식	0.482	0.776	1.000	0.782	0.486	0.269	0.398	0.558	0.746	0.451	0.559	0.751	0.356
소년보호송치	0.815	0.593	0.782	1.000	0.559	0.672	0.398	0.811	0.802	0.524	0.398	0.657	0.398
가정보호송치	0.499	0.490	0.486	0.559	1.000	0.000	0.941	0.683	0.269	1.000	0.941	0.000	0.000
성매매보호송치	0.937	0.348	0.269	0.672	0.000	1.000	0.000	0.820	0.269	0.000	0.000	0.000	0.000
아동보호송치	0.000	0.348	0.398	0.398	0.941	0.000	1.000	0.582	0.269	0.712	0.941	0.000	0.000
기소유예	0.831	0.762	0.558	0.811	0.683	0.820	0.582	1.000	0.923	0.631	0.582	0.749	0.837
혐의없음	0.773	0.728	0.746	0.802	0.269	0.269	0.269	0.923	1.000	0.224	0.269	0.934	0.730
죄가안됨	0.179	0.632	0.451	0.524	1.000	0.000	0.712	0.631	0.224	1.000	0.712	0.000	0.000
공소권없음	0.000	0.455	0.559	0.398	0.941	0.000	0.941	0.582	0.269	0.712	1.000	0.000	0.000
기소중지	0.728	0.653	0.751	0.657	0.000	0.000	0.000	0.749	0.934	0.000	0.000	1.000	0.717
참고인중지	0.945	0.739	0.356	0.398	0.000	0.000	0.000	0.837	0.730	0.000	0.000	0.717	1.000

Heatmap
Table

	구공판_구속	구공판_불구속	구약식	소년보호송치	가정보호송치	아동보호송치	기소유예	혐의없음	죄가안됨	공소권없음	기소중지	참고인중지	성매매보호송치
구공판_구속	1.000	0.678	0.223	0.500	0.238	0.261	0.390	0.364	0.324	0.412	0.566	0.466	0.692
구공판_불구속	0.678	1.000	0.597	0.543	0.253	0.274	0.663	0.682	0.419	0.641	0.797	0.586	0.279
구약식	0.223	0.597	1.000	0.411	0.175	0.171	0.798	0.787	0.375	0.642	0.652	0.509	0.257
소년보호송치	0.500	0.543	0.411	1.000	0.325	0.279	0.582	0.495	0.503	0.435	0.530	0.399	0.700
가정보호송치	0.238	0.253	0.175	0.325	1.000	0.628	0.251	0.254	0.425	0.284	0.191	0.178	0.000
아동보호송치	0.261	0.274	0.171	0.279	0.628	1.000	0.245	0.289	0.318	0.232	0.222	0.214	0.000
기소유예	0.390	0.663	0.798	0.582	0.251	0.245	1.000	0.756	0.447	0.627	0.744	0.484	0.773
혐의없음	0.364	0.682	0.787	0.495	0.254	0.289	0.756	1.000	0.486	0.707	0.716	0.582	0.257
죄가안됨	0.324	0.419	0.375	0.503	0.425	0.318	0.447	0.486	1.000	0.379	0.400	0.312	0.000
공소권없음	0.412	0.641	0.642	0.435	0.284	0.232	0.627	0.707	0.379	1.000	0.733	0.581	0.000
기소중지	0.566	0.797	0.652	0.530	0.191	0.222	0.744	0.716	0.400	0.733	1.000	0.643	0.000
참고인중지	0.466	0.586	0.509	0.399	0.178	0.214	0.484	0.582	0.312	0.581	0.643	1.000	0.000
성매매보호송치	0.692	0.279	0.257	0.700	0.000	0.000	0.773	0.257	0.000	0.000	0.000	0.000	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	구공판_구속	구공판_불구속	구약식	소년보호송치	성매매보호송치	기소유예	혐의없음	죄가안됨	공소권없음	기소중지	참고인중지
0	절도	282	648	2053	1159	1	4141	1138	10	85	136	5
1	불법사용	2	2	6	17	0	19	2	0	1	1	0
2	침입절도	55	93	7	19	0	55	17	0	11	7	1
3	장물	4	51	74	21	0	136	45	0	0	3	3
4	사기	535	2521	2325	284	0	4817	7420	0	305	2058	278
5	컴퓨터등사용사기	3	23	35	0	0	242	45	0	3	56	2
6	부당이득	0	0	0	0	0	0	2	0	0	0	0
7	편의시설부정이용	0	0	29	2	0	17	32	0	0	5	3
8	전기통신금융사기피해금환급에관한특별법	6	13	16	1	0	244	53	0	4	37	0
9	보험사기방지특별법	3	11	58	0	0	38	36	0	0	15	0

	범죄분류	구공판_구속	구공판_불구속	구약식	소년보호송치	가정보호송치	아동보호송치	기소유예	혐의없음	죄가안됨	공소권없음	기소중지	참고인중지
180	통신비밀보호법	0	2	3	0	0	0	0	5	0	1	0	0
181	특가법(도주차량)	5	140	99	9	0	0	39	214	0	12	9	0
182	특허법	0	1	4	0	0	0	0	17	0	3	1	0
183	폐기물관리법	1	16	110	0	0	0	17	42	0	1	3	0
184	풍속영업의 규제에 관한법률	0	5	26	0	0	0	5	5	0	0	0	0
185	학교보건법	0	0	5	0	0	0	2	0	0	0	0	0
186	학원의 설립운영 및 과외교습에 관한법률	0	0	13	0	0	0	15	4	0	0	0	0
187	화물자동차운수사업법	0	0	246	0	0	0	65	54	0	8	0	0
188	화학물질관리법	3	7	13	7	0	0	3	6	0	0	0	0
189	기타특별법	65	680	2839	19	1	1	1047	1080	1	74	73	30

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Other Punctuation

Space Separator

Close Punctuation

Open Punctuation

Most occurring scripts

Most frequent character per script

Hangul

Common

Most occurring blocks

Most frequent character per block

ASCII

Hangul

None

Common Values

Length

Common Values (Plot)

Interactions

Correlations

Missing values

Sample