gimi9 Pandas Profiling

Dataset statistics

Number of variables	14
Number of observations	193
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	23.7 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 부산지방검찰청의 범죄자 처분결과에 관한 통계임.
Author	대검찰청
URL	https://www.data.go.kr/data/15084909/fileData.do

Alerts

`구공판_구속` is highly overall correlated with `구공판_불구속` and 1 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 4 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 6 other fields	High correlation
`죄가안됨` is highly overall correlated with `소년보호송치`	High correlation
`공소권없음` is highly overall correlated with `구공판_불구속` and 4 other fields	High correlation
`기소중지` is highly overall correlated with `구공판_불구속` and 5 other fields	High correlation
`참고인중지` is highly overall correlated with `구공판_불구속` and 2 other fields	High correlation
`성매매보호송치` is highly overall correlated with `구공판_구속` and 2 other fields	High correlation
`성매매보호송치` is highly imbalanced (94.1%)	Imbalance
`범죄분류` has unique values	Unique
`구공판_구속` has 86 (44.6%) zeros	Zeros
`구공판_불구속` has 46 (23.8%) zeros	Zeros
`구약식` has 28 (14.5%) zeros	Zeros
`소년보호송치` has 141 (73.1%) zeros	Zeros
`가정보호송치` has 184 (95.3%) zeros	Zeros
`아동보호송치` has 187 (96.9%) zeros	Zeros
`기소유예` has 37 (19.2%) zeros	Zeros
`혐의없음` has 21 (10.9%) zeros	Zeros
`죄가안됨` has 165 (85.5%) zeros	Zeros
`공소권없음` has 73 (37.8%) zeros	Zeros
`기소중지` has 94 (48.7%) zeros	Zeros
`참고인중지` has 143 (74.1%) zeros	Zeros

Reproduction

Analysis started	2023-12-12 21:05:00.590975
Analysis finished	2023-12-12 21:05:14.998697
Duration	14.41 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

범죄분류
Text

UNIQUE

Distinct	193
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	1.6 KiB

Length

Max length	32
Median length	21
Mean length	7.6165803
Min length	2

Characters and Unicode

Total characters	1470
Distinct characters	242
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	193 ?
Unique (%)	100.0%

Sample

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

Value	Count	Frequency (%)
절도	1	0.5%
공중위생관리법	1	0.5%
부동산실권리자명의등기에관한법률	1	0.5%
마약류관리에관한법률(대마	1	0.5%
마약류관리에관한법률(마약	1	0.5%
마약류관리에관한법률(향정	1	0.5%
물환경보전법	1	0.5%
배타적경제수역에서의외국인어업등에관한주권적권리의행사에관한법률	1	0.5%
범죄수익은닉의규제및처벌등에관한법률	1	0.5%
변호사법	1	0.5%
Other values (183)	183	94.8%

Most occurring characters

Value	Count	Frequency (%)
법	115	7.8%
관	64	4.4%
에	38	2.6%
한	38	2.6%
률	32	2.2%
리	29	2.0%
의	28	1.9%
보	25	1.7%
사	24	1.6%
등	24	1.6%
Other values (232)	1053	71.6%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	1422	96.7%
Other Punctuation	18	1.2%
Close Punctuation	15	1.0%
Open Punctuation	15	1.0%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
법	115	8.1%
관	64	4.5%
에	38	2.7%
한	38	2.7%
률	32	2.3%
리	29	2.0%
의	28	2.0%
보	25	1.8%
사	24	1.7%
등	24	1.7%
Other values (227)	1005	70.7%

Other Punctuation

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

Close Punctuation

Value	Count	Frequency (%)
)	15	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	15	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	1422	96.7%
Common	48	3.3%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
법	115	8.1%
관	64	4.5%
에	38	2.7%
한	38	2.7%
률	32	2.3%
리	29	2.0%
의	28	2.0%
보	25	1.8%
사	24	1.7%
등	24	1.7%
Other values (227)	1005	70.7%

Common

Value	Count	Frequency (%)
)	15	31.2%
(	15	31.2%
,	12	25.0%
·	4	8.3%
/	2	4.2%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	1422	96.7%
ASCII	44	3.0%
None	4	0.3%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
법	115	8.1%
관	64	4.5%
에	38	2.7%
한	38	2.7%
률	32	2.3%
리	29	2.0%
의	28	2.0%
보	25	1.8%
사	24	1.7%
등	24	1.7%
Other values (227)	1005	70.7%

ASCII

Value	Count	Frequency (%)
)	15	34.1%
(	15	34.1%
,	12	27.3%
/	2	4.5%

None

Value	Count	Frequency (%)
·	4	100.0%

구공판_구속
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	35
Distinct (%)	18.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	11.958549

Minimum	0
Maximum	487
Zeros	86
Zeros (%)	44.6%
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	41.8
Maximum	487
Range	487
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	47.696942
Coefficient of variation (CV)	3.9885224
Kurtosis	67.033505
Mean	11.958549
Median Absolute Deviation (MAD)	1
Skewness	7.8224625
Sum	2308
Variance	2274.9983
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=35)

Value	Count	Frequency (%)
0	86	44.6%
1	20	10.4%
2	14	7.3%
5	9	4.7%
6	8	4.1%
14	6	3.1%
3	6	3.1%
4	5	2.6%
9	4	2.1%
15	3	1.6%
Other values (25)	32	16.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	86	44.6%
1	20	10.4%
2	14	7.3%
3	6	3.1%
4	5	2.6%
5	9	4.7%
6	8	4.1%
8	1	0.5%
9	4	2.1%
10	2	1.0%

Value	Count	Frequency (%)
487	1	0.5%
345	1	0.5%
267	1	0.5%
77	1	0.5%
69	1	0.5%
49	2	1.0%
48	1	0.5%
45	1	0.5%
43	1	0.5%
41	1	0.5%

구공판_불구속
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	73
Distinct (%)	37.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	61.818653

Minimum	0
Maximum	2457
Zeros	46
Zeros (%)	23.8%
Negative	0
Negative (%)	0.0%
Memory size	1.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	6
Q3	31
95-th percentile	275
Maximum	2457
Range	2457
Interquartile range (IQR)	30

Descriptive statistics

Standard deviation	218.5457
Coefficient of variation (CV)	3.5352711
Kurtosis	77.928776
Mean	61.818653
Median Absolute Deviation (MAD)	6
Skewness	7.9154714
Sum	11931
Variance	47762.222
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	46	23.8%
1	20	10.4%
2	13	6.7%
4	7	3.6%
7	6	3.1%
6	6	3.1%
3	5	2.6%
10	4	2.1%
8	4	2.1%
16	4	2.1%
Other values (63)	78	40.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	46	23.8%
1	20	10.4%
2	13	6.7%
3	5	2.6%
4	7	3.6%
5	3	1.6%
6	6	3.1%
7	6	3.1%
8	4	2.1%
9	1	0.5%

Value	Count	Frequency (%)
2457	1	0.5%
910	1	0.5%
871	1	0.5%
792	1	0.5%
696	1	0.5%
514	1	0.5%
374	1	0.5%
349	1	0.5%
340	1	0.5%
284	1	0.5%

구약식
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	98
Distinct (%)	50.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	219.53368

Minimum	0
Maximum	10480
Zeros	28
Zeros (%)	14.5%
Negative	0
Negative (%)	0.0%
Memory size	1.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	3
median	24
Q3	83
95-th percentile	1028
Maximum	10480
Range	10480
Interquartile range (IQR)	80

Descriptive statistics

Standard deviation	861.36977
Coefficient of variation (CV)	3.9236338
Kurtosis	106.33701
Mean	219.53368
Median Absolute Deviation (MAD)	24
Skewness	9.3752525
Sum	42370
Variance	741957.88
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	28	14.5%
1	11	5.7%
2	7	3.6%
6	6	3.1%
24	5	2.6%
5	5	2.6%
7	5	2.6%
9	4	2.1%
12	4	2.1%
3	4	2.1%
Other values (88)	114	59.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	28	14.5%
1	11	5.7%
2	7	3.6%
3	4	2.1%
4	1	0.5%
5	5	2.6%
6	6	3.1%
7	5	2.6%
8	2	1.0%
9	4	2.1%

Value	Count	Frequency (%)
10480	1	0.5%
2615	1	0.5%
2493	1	0.5%
2425	1	0.5%
2268	1	0.5%
2006	1	0.5%
1672	1	0.5%
1626	1	0.5%
1353	1	0.5%
1076	1	0.5%

소년보호송치
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	26
Distinct (%)	13.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	12.108808

Minimum	0
Maximum	833
Zeros	141
Zeros (%)	73.1%
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	30.6
Maximum	833
Range	833
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	70.37869
Coefficient of variation (CV)	5.8121896
Kurtosis	103.36896
Mean	12.108808
Median Absolute Deviation (MAD)	0
Skewness	9.6093296
Sum	2337
Variance	4953.16
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=26)

Value	Count	Frequency (%)
0	141	73.1%
1	9	4.7%
2	6	3.1%
7	5	2.6%
3	4	2.1%
15	3	1.6%
16	2	1.0%
9	2	1.0%
4	2	1.0%
45	2	1.0%
Other values (16)	17	8.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	141	73.1%
1	9	4.7%
2	6	3.1%
3	4	2.1%
4	2	1.0%
5	1	0.5%
6	1	0.5%
7	5	2.6%
9	2	1.0%
10	1	0.5%

Value	Count	Frequency (%)
833	1	0.5%
428	1	0.5%
199	1	0.5%
144	1	0.5%
138	1	0.5%
100	1	0.5%
55	1	0.5%
45	2	1.0%
33	1	0.5%
29	1	0.5%

가정보호송치
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	8
Distinct (%)	4.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.5958549

Minimum	0
Maximum	385
Zeros	184
Zeros (%)	95.3%
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	0
Maximum	385
Range	385
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	31.313143
Coefficient of variation (CV)	8.7081218
Kurtosis	122.34179
Mean	3.5958549
Median Absolute Deviation (MAD)	0
Skewness	10.697071
Sum	694
Variance	980.5129
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0	184	95.3%
2	3	1.6%
50	1	0.5%
1	1	0.5%
385	1	0.5%
192	1	0.5%
56	1	0.5%
4	1	0.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	184	95.3%
1	1	0.5%
2	3	1.6%
4	1	0.5%
50	1	0.5%
56	1	0.5%
192	1	0.5%
385	1	0.5%

Value	Count	Frequency (%)
385	1	0.5%
192	1	0.5%
56	1	0.5%
50	1	0.5%
4	1	0.5%
2	3	1.6%
1	1	0.5%
0	184	95.3%

성매매보호송치
Categorical

HIGH CORRELATION IMBALANCE

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

0	191
1	1
76	1

Length

Max length	2
Median length	1
Mean length	1.0051813
Min length	1

Unique

Unique	2 ?
Unique (%)	1.0%

Sample

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

Common Values

Value	Count	Frequency (%)
0	191	99.0%
1	1	0.5%
76	1	0.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	191	99.0%
1	1	0.5%
76	1	0.5%

아동보호송치
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	6
Distinct (%)	3.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.64766839

Minimum	0
Maximum	109
Zeros	187
Zeros (%)	96.9%
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
Maximum	109
Range	109
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	7.8667422
Coefficient of variation (CV)	12.14625
Kurtosis	190.35129
Mean	0.64766839
Median Absolute Deviation (MAD)	0
Skewness	13.755527
Sum	125
Variance	61.885633
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
0	187	96.9%
2	2	1.0%
8	1	0.5%
1	1	0.5%
3	1	0.5%
109	1	0.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	187	96.9%
1	1	0.5%
2	2	1.0%
3	1	0.5%
8	1	0.5%
109	1	0.5%

Value	Count	Frequency (%)
109	1	0.5%
8	1	0.5%
3	1	0.5%
2	2	1.0%
1	1	0.5%
0	187	96.9%

기소유예
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	89
Distinct (%)	46.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	135.29534

Minimum	0
Maximum	4483
Zeros	37
Zeros (%)	19.2%
Negative	0
Negative (%)	0.0%
Memory size	1.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2
median	14
Q3	54
95-th percentile	623
Maximum	4483
Range	4483
Interquartile range (IQR)	52

Descriptive statistics

Standard deviation	484.52411
Coefficient of variation (CV)	3.5812329
Kurtosis	53.917311
Mean	135.29534
Median Absolute Deviation (MAD)	14
Skewness	6.8805056
Sum	26112
Variance	234763.62
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	37	19.2%
1	10	5.2%
2	7	3.6%
6	6	3.1%
4	6	3.1%
13	5	2.6%
5	5	2.6%
8	4	2.1%
17	4	2.1%
10	4	2.1%
Other values (79)	105	54.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	37	19.2%
1	10	5.2%
2	7	3.6%
3	3	1.6%
4	6	3.1%
5	5	2.6%
6	6	3.1%
7	3	1.6%
8	4	2.1%
9	2	1.0%

Value	Count	Frequency (%)
4483	1	0.5%
3939	1	0.5%
2009	1	0.5%
1358	1	0.5%
1310	1	0.5%
870	1	0.5%
826	1	0.5%
819	1	0.5%
814	1	0.5%
644	1	0.5%

혐의없음
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	93
Distinct (%)	48.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	115.24352

Minimum	0
Maximum	6838
Zeros	21
Zeros (%)	10.9%
Negative	0
Negative (%)	0.0%
Memory size	1.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	3
median	14
Q3	53
95-th percentile	515.6
Maximum	6838
Range	6838
Interquartile range (IQR)	50

Descriptive statistics

Standard deviation	515.27527
Coefficient of variation (CV)	4.4711863
Kurtosis	152.80369
Mean	115.24352
Median Absolute Deviation (MAD)	13
Skewness	11.78518
Sum	22242
Variance	265508.6
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	21	10.9%
1	14	7.3%
4	9	4.7%
2	8	4.1%
9	7	3.6%
3	6	3.1%
15	6	3.1%
12	5	2.6%
8	5	2.6%
11	5	2.6%
Other values (83)	107	55.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	21	10.9%
1	14	7.3%
2	8	4.1%
3	6	3.1%
4	9	4.7%
5	1	0.5%
6	5	2.6%
7	2	1.0%
8	5	2.6%
9	7	3.6%

Value	Count	Frequency (%)
6838	1	0.5%
1050	1	0.5%
875	1	0.5%
788	1	0.5%
779	1	0.5%
701	1	0.5%
669	1	0.5%
617	1	0.5%
563	1	0.5%
527	1	0.5%

죄가안됨
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	11
Distinct (%)	5.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.3678756

Minimum	0
Maximum	69
Zeros	165
Zeros (%)	85.5%
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
Maximum	69
Range	69
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	7.5591008
Coefficient of variation (CV)	5.5261608
Kurtosis	54.577472
Mean	1.3678756
Median Absolute Deviation (MAD)	0
Skewness	7.2353501
Sum	264
Variance	57.140004
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=11)

Value	Count	Frequency (%)
0	165	85.5%
1	11	5.7%
2	6	3.1%
5	3	1.6%
3	2	1.0%
8	1	0.5%
69	1	0.5%
45	1	0.5%
9	1	0.5%
57	1	0.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	165	85.5%
1	11	5.7%
2	6	3.1%
3	2	1.0%
5	3	1.6%
8	1	0.5%
9	1	0.5%
32	1	0.5%
45	1	0.5%
57	1	0.5%

Value	Count	Frequency (%)
69	1	0.5%
57	1	0.5%
45	1	0.5%
32	1	0.5%
9	1	0.5%
8	1	0.5%
5	3	1.6%
3	2	1.0%
2	6	3.1%
1	11	5.7%

공소권없음
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	46
Distinct (%)	23.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	105.80829

Minimum	0
Maximum	8117
Zeros	73
Zeros (%)	37.8%
Negative	0
Negative (%)	0.0%
Memory size	1.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	8
95-th percentile	156.6
Maximum	8117
Range	8117
Interquartile range (IQR)	8

Descriptive statistics

Standard deviation	776.34681
Coefficient of variation (CV)	7.3372967
Kurtosis	92.409843
Mean	105.80829
Median Absolute Deviation (MAD)	1
Skewness	9.5671103
Sum	20421
Variance	602714.37
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=46)

Value	Count	Frequency (%)
0	73	37.8%
1	27	14.0%
2	15	7.8%
4	10	5.2%
3	8	4.1%
8	5	2.6%
5	5	2.6%
7	5	2.6%
17	4	2.1%
13	2	1.0%
Other values (36)	39	20.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	73	37.8%
1	27	14.0%
2	15	7.8%
3	8	4.1%
4	10	5.2%
5	5	2.6%
6	1	0.5%
7	5	2.6%
8	5	2.6%
9	1	0.5%

Value	Count	Frequency (%)
8117	1	0.5%
7056	1	0.5%
856	1	0.5%
816	1	0.5%
558	1	0.5%
315	1	0.5%
311	1	0.5%
310	1	0.5%
259	1	0.5%
174	1	0.5%

기소중지
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	40
Distinct (%)	20.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	21.134715

Minimum	0
Maximum	1747
Zeros	94
Zeros (%)	48.7%
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	55
Maximum	1747
Range	1747
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	130.64536
Coefficient of variation (CV)	6.1815531
Kurtosis	160.95006
Mean	21.134715
Median Absolute Deviation (MAD)	1
Skewness	12.278055
Sum	4079
Variance	17068.211
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=40)

Value	Count	Frequency (%)
0	94	48.7%
1	23	11.9%
2	12	6.2%
3	8	4.1%
6	5	2.6%
41	4	2.1%
11	3	1.6%
4	3	1.6%
16	3	1.6%
5	3	1.6%
Other values (30)	35	18.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	94	48.7%
1	23	11.9%
2	12	6.2%
3	8	4.1%
4	3	1.6%
5	3	1.6%
6	5	2.6%
7	2	1.0%
8	1	0.5%
10	2	1.0%

Value	Count	Frequency (%)
1747	1	0.5%
336	1	0.5%
325	1	0.5%
139	1	0.5%
111	1	0.5%
93	1	0.5%
92	1	0.5%
76	1	0.5%
67	1	0.5%
58	1	0.5%

참고인중지
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	12
Distinct (%)	6.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.7875648

Minimum	0
Maximum	158
Zeros	143
Zeros (%)	74.1%
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	5
Maximum	158
Range	158
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	11.695862
Coefficient of variation (CV)	6.5429023
Kurtosis	168.19309
Mean	1.7875648
Median Absolute Deviation (MAD)	0
Skewness	12.639783
Sum	345
Variance	136.79318
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
0	143	74.1%
1	14	7.3%
3	12	6.2%
2	9	4.7%
5	7	3.6%
4	2	1.0%
7	1	0.5%
158	1	0.5%
19	1	0.5%
31	1	0.5%
Other values (2)	2	1.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	143	74.1%
1	14	7.3%
2	9	4.7%
3	12	6.2%
4	2	1.0%
5	7	3.6%
7	1	0.5%
9	1	0.5%
10	1	0.5%
19	1	0.5%

Value	Count	Frequency (%)
158	1	0.5%
31	1	0.5%
19	1	0.5%
10	1	0.5%
9	1	0.5%
7	1	0.5%
5	7	3.6%
4	2	1.0%
3	12	6.2%
2	9	4.7%

Phik (φk)
Auto

Heatmap
Table

	구공판_구속	구공판_불구속	구약식	소년보호송치	가정보호송치	성매매보호송치	아동보호송치	기소유예	혐의없음	죄가안됨	공소권없음	기소중지	참고인중지
구공판_구속	1.000	0.926	0.617	0.968	0.302	0.713	0.000	0.867	0.773	0.651	0.000	0.713	0.713
구공판_불구속	0.926	1.000	0.616	0.944	0.583	0.452	0.000	0.831	0.761	0.666	0.536	0.713	0.713
구약식	0.617	0.616	1.000	0.586	0.727	0.342	0.000	0.733	0.478	0.688	0.789	0.404	0.342
소년보호송치	0.968	0.944	0.586	1.000	0.718	0.713	0.000	0.934	0.777	0.783	0.361	0.713	0.713
가정보호송치	0.302	0.583	0.727	0.718	1.000	0.000	0.000	0.880	0.301	0.921	0.890	0.000	0.000
성매매보호송치	0.713	0.452	0.342	0.713	0.000	1.000	0.000	0.795	0.633	0.797	0.000	0.000	0.000
아동보호송치	0.000	0.000	0.000	0.000	0.000	0.000	1.000	0.000	0.000	0.000	0.000	0.000	0.000
기소유예	0.867	0.831	0.733	0.934	0.880	0.795	0.000	1.000	0.873	0.894	0.693	0.761	0.777
혐의없음	0.773	0.761	0.478	0.777	0.301	0.633	0.000	0.873	1.000	0.871	0.374	0.941	0.954
죄가안됨	0.651	0.666	0.688	0.783	0.921	0.797	0.000	0.894	0.871	1.000	0.837	0.000	0.000
공소권없음	0.000	0.536	0.789	0.361	0.890	0.000	0.000	0.693	0.374	0.837	1.000	0.341	0.000
기소중지	0.713	0.713	0.404	0.713	0.000	0.000	0.000	0.761	0.941	0.000	0.341	1.000	0.941
참고인중지	0.713	0.713	0.342	0.713	0.000	0.000	0.000	0.777	0.954	0.000	0.000	0.941	1.000

Heatmap
Table

	구공판_구속	구공판_불구속	구약식	소년보호송치	가정보호송치	아동보호송치	기소유예	혐의없음	죄가안됨	공소권없음	기소중지	참고인중지	성매매보호송치
구공판_구속	1.000	0.752	0.282	0.492	0.296	0.225	0.420	0.439	0.307	0.359	0.493	0.466	0.696
구공판_불구속	0.752	1.000	0.607	0.555	0.286	0.227	0.638	0.693	0.396	0.602	0.680	0.551	0.382
구약식	0.282	0.607	1.000	0.465	0.187	0.137	0.836	0.753	0.369	0.659	0.634	0.476	0.330
소년보호송치	0.492	0.555	0.465	1.000	0.316	0.251	0.597	0.524	0.529	0.490	0.475	0.402	0.696
가정보호송치	0.296	0.286	0.187	0.316	1.000	0.535	0.259	0.253	0.423	0.264	0.213	0.112	0.000
아동보호송치	0.225	0.227	0.137	0.251	0.535	1.000	0.195	0.207	0.288	0.169	0.114	0.181	0.000
기소유예	0.420	0.638	0.836	0.597	0.259	0.195	1.000	0.771	0.397	0.627	0.632	0.495	0.737
혐의없음	0.439	0.693	0.753	0.524	0.253	0.207	0.771	1.000	0.396	0.657	0.630	0.561	0.297
죄가안됨	0.307	0.396	0.369	0.529	0.423	0.288	0.397	0.396	1.000	0.360	0.325	0.309	0.474
공소권없음	0.359	0.602	0.659	0.490	0.264	0.169	0.627	0.657	0.360	1.000	0.657	0.474	0.000
기소중지	0.493	0.680	0.634	0.475	0.213	0.114	0.632	0.630	0.325	0.657	1.000	0.592	0.000
참고인중지	0.466	0.551	0.476	0.402	0.112	0.181	0.495	0.561	0.309	0.474	0.592	1.000	0.000
성매매보호송치	0.696	0.382	0.330	0.696	0.000	0.000	0.737	0.297	0.474	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	267	910	2268	833	1	4483	788	8	112	93	7
1	불법사용	0	1	4	2	0	5	8	0	1	0	0
2	침입절도	45	110	21	25	0	72	10	0	27	1	1
3	장물	14	47	203	45	0	482	217	0	12	11	3
4	사기	487	2457	2615	428	0	3939	6838	2	311	1747	158
5	컴퓨터등사용사기	15	30	32	1	0	166	45	0	5	53	1
6	부당이득	0	0	0	0	0	2	3	0	0	0	0
7	편의시설부정이용	0	1	9	0	0	17	27	0	1	4	0
8	전기통신금융사기피해금환급에관한특별법	4	12	12	0	0	35	9	0	4	16	0
9	보험사기방지특별법	2	25	73	0	0	14	36	0	0	6	2

	범죄분류	구공판_구속	구공판_불구속	구약식	소년보호송치	가정보호송치	아동보호송치	기소유예	혐의없음	죄가안됨	공소권없음	기소중지	참고인중지
183	특가법(도주차량)	1	73	83	2	0	0	20	142	0	7	2	0
184	특허법	0	0	0	0	0	0	0	11	0	0	0	0
185	폐기물관리법	0	1	28	0	0	0	13	58	0	2	0	0
186	풍속영업의규제에관한법률	0	2	14	0	0	0	1	1	0	7	2	0
187	하천법	0	0	6	0	0	0	0	1	0	0	0	0
188	학교보건법	0	0	16	0	0	0	6	8	0	4	1	0
189	학원의설립운영및과외교습에관한법률	0	0	12	0	0	0	7	3	0	0	0	0
190	화물자동차운수사업법	0	0	61	0	0	0	19	21	0	1	2	0
191	화학물질관리법	8	1	7	2	0	0	12	1	0	0	0	0
192	기타특별법	49	349	1672	7	2	2	819	779	32	71	39	3

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

Common Values

Length

Common Values (Plot)

Interactions

Correlations

Missing values

Sample