gimi9 Pandas Profiling

Dataset statistics

Number of variables	13
Number of observations	191
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	21.8 KiB
Average record size in memory	116.7 B

Variable types

Text	1
Numeric	12

Dataset

Description	대검찰청에서 발간하는 범죄분석은 3종의 범죄통계원표를 기반으로 작성하는 자료이며 이 중 본 데이터는 수원지방검찰청이 관할하는 범죄 발생의 검거상황과 관련된 통계임
Author	대검찰청
URL	https://www.data.go.kr/data/15084765/fileData.do

Alerts

`직수_인지_발생건수(건)` is highly overall correlated with `직수_인지_검거건수(건)` and 8 other fields	High correlation
`직수_인지_검거건수(건)` is highly overall correlated with `직수_인지_발생건수(건)` and 8 other fields	High correlation
`직수_인지_남자검거인원(명)` is highly overall correlated with `직수_인지_발생건수(건)` and 9 other fields	High correlation
`직수_인지_여자검거인원(명)` is highly overall correlated with `직수_인지_발생건수(건)` and 6 other fields	High correlation
`직수_인지_미상검거인원(명)` is highly overall correlated with `직수_인지_발생건수(건)` and 4 other fields	High correlation
`직수_인지_법인(개)` is highly overall correlated with `직수_인지_남자검거인원(명)` and 1 other fields	High correlation
`지휘관할_발생건수(건)` is highly overall correlated with `직수_인지_발생건수(건)` and 7 other fields	High correlation
`지휘관할_검거건수(건)` is highly overall correlated with `직수_인지_발생건수(건)` and 6 other fields	High correlation
`지휘관할_남자검거인원(명)` is highly overall correlated with `직수_인지_발생건수(건)` and 7 other fields	High correlation
`지휘관할_여자검거인원(명)` is highly overall correlated with `직수_인지_발생건수(건)` and 7 other fields	High correlation
`지휘관할_미상검거인원(명)` is highly overall correlated with `직수_인지_발생건수(건)` and 8 other fields	High correlation
`지휘관할_법인(개)` is highly overall correlated with `직수_인지_법인(개)` and 1 other fields	High correlation
`범죄분류` has unique values	Unique
`직수_인지_발생건수(건)` has 48 (25.1%) zeros	Zeros
`직수_인지_검거건수(건)` has 50 (26.2%) zeros	Zeros
`직수_인지_남자검거인원(명)` has 64 (33.5%) zeros	Zeros
`직수_인지_여자검거인원(명)` has 114 (59.7%) zeros	Zeros
`직수_인지_미상검거인원(명)` has 131 (68.6%) zeros	Zeros
`직수_인지_법인(개)` has 148 (77.5%) zeros	Zeros
`지휘관할_여자검거인원(명)` has 15 (7.9%) zeros	Zeros
`지휘관할_미상검거인원(명)` has 78 (40.8%) zeros	Zeros
`지휘관할_법인(개)` has 88 (46.1%) zeros	Zeros

Reproduction

Analysis started	2023-12-12 18:11:22.122385
Analysis finished	2023-12-12 18:11:39.598664
Duration	17.48 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

범죄분류
Text

UNIQUE

Distinct	191
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	1.6 KiB

Length

Max length	26
Median length	22
Mean length	8.2408377
Min length	2

Characters and Unicode

Total characters	1574
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	191 ?
Unique (%)	100.0%

Sample

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

Value	Count	Frequency (%)
관한법률	27	8.7%
및	21	6.8%
관리에	4	1.3%
마약류관리에	3	1.0%
이용에	2	0.6%
안전관리에	2	0.6%
규제에	2	0.6%
처벌등에	2	0.6%
성보호에	2	0.6%
아동·청소년의	2	0.6%
Other values (241)	242	78.3%

Most occurring characters

Value	Count	Frequency (%)
	118	7.5%
법	114	7.2%
관	64	4.1%
한	38	2.4%
에	36	2.3%
률	32	2.0%
리	29	1.8%
의	25	1.6%
보	25	1.6%
사	23	1.5%
Other values (232)	1070	68.0%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	1407	89.4%
Space Separator	118	7.5%
Other Punctuation	19	1.2%
Close Punctuation	15	1.0%
Open Punctuation	15	1.0%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
법	114	8.1%
관	64	4.5%
한	38	2.7%
에	36	2.6%
률	32	2.3%
리	29	2.1%
의	25	1.8%
보	25	1.8%
사	23	1.6%
등	23	1.6%
Other values (226)	998	70.9%

Other Punctuation

Value	Count	Frequency (%)
,	10	52.6%
·	7	36.8%
/	2	10.5%

Space Separator

Value	Count	Frequency (%)
	118	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	1407	89.4%
Common	167	10.6%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
법	114	8.1%
관	64	4.5%
한	38	2.7%
에	36	2.6%
률	32	2.3%
리	29	2.1%
의	25	1.8%
보	25	1.8%
사	23	1.6%
등	23	1.6%
Other values (226)	998	70.9%

Common

Value	Count	Frequency (%)
	118	70.7%
)	15	9.0%
(	15	9.0%
,	10	6.0%
·	7	4.2%
/	2	1.2%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	1407	89.4%
ASCII	160	10.2%
None	7	0.4%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	118	73.8%
)	15	9.4%
(	15	9.4%
,	10	6.2%
/	2	1.2%

Hangul

Value	Count	Frequency (%)
법	114	8.1%
관	64	4.5%
한	38	2.7%
에	36	2.6%
률	32	2.3%
리	29	2.1%
의	25	1.8%
보	25	1.8%
사	23	1.6%
등	23	1.6%
Other values (226)	998	70.9%

None

Value	Count	Frequency (%)
·	7	100.0%

직수_인지_발생건수(건)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	57
Distinct (%)	29.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	28.675393

Minimum	0
Maximum	898
Zeros	48
Zeros (%)	25.1%
Negative	0
Negative (%)	0.0%
Memory size	1.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.5
median	4
Q3	20
95-th percentile	125.5
Maximum	898
Range	898
Interquartile range (IQR)	19.5

Descriptive statistics

Standard deviation	85.464178
Coefficient of variation (CV)	2.9804013
Kurtosis	59.906555
Mean	28.675393
Median Absolute Deviation (MAD)	4
Skewness	6.8481024
Sum	5477
Variance	7304.1257
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	48	25.1%
1	24	12.6%
2	17	8.9%
4	9	4.7%
20	6	3.1%
7	5	2.6%
6	5	2.6%
3	5	2.6%
12	5	2.6%
5	4	2.1%
Other values (47)	63	33.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	48	25.1%
1	24	12.6%
2	17	8.9%
3	5	2.6%
4	9	4.7%
5	4	2.1%
6	5	2.6%
7	5	2.6%
8	1	0.5%
9	3	1.6%

Value	Count	Frequency (%)
898	1	0.5%
424	1	0.5%
356	1	0.5%
289	1	0.5%
261	1	0.5%
243	1	0.5%
182	1	0.5%
177	1	0.5%
161	1	0.5%
132	1	0.5%

직수_인지_검거건수(건)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	49
Distinct (%)	25.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	21.712042

Minimum	0
Maximum	603
Zeros	50
Zeros (%)	26.2%
Negative	0
Negative (%)	0.0%
Memory size	1.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	3
Q3	17.5
95-th percentile	78
Maximum	603
Range	603
Interquartile range (IQR)	17.5

Descriptive statistics

Standard deviation	61.293048
Coefficient of variation (CV)	2.8229979
Kurtosis	47.132627
Mean	21.712042
Median Absolute Deviation (MAD)	3
Skewness	6.0984525
Sum	4147
Variance	3756.8377
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=49)

Value	Count	Frequency (%)
0	50	26.2%
1	32	16.8%
2	12	6.3%
3	10	5.2%
5	7	3.7%
10	5	2.6%
4	5	2.6%
9	4	2.1%
23	4	2.1%
26	4	2.1%
Other values (39)	58	30.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	50	26.2%
1	32	16.8%
2	12	6.3%
3	10	5.2%
4	5	2.6%
5	7	3.7%
6	3	1.6%
7	3	1.6%
8	2	1.0%
9	4	2.1%

Value	Count	Frequency (%)
603	1	0.5%
298	1	0.5%
283	1	0.5%
254	1	0.5%
223	1	0.5%
173	1	0.5%
160	1	0.5%
138	1	0.5%
94	1	0.5%
85	1	0.5%

직수_인지_남자검거인원(명)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	55
Distinct (%)	28.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	25.272251

Minimum	0
Maximum	900
Zeros	64
Zeros (%)	33.5%
Negative	0
Negative (%)	0.0%
Memory size	1.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	3
Q3	16
95-th percentile	132
Maximum	900
Range	900
Interquartile range (IQR)	16

Descriptive statistics

Standard deviation	80.600112
Coefficient of variation (CV)	3.1892731
Kurtosis	75.868451
Mean	25.272251
Median Absolute Deviation (MAD)	3
Skewness	7.7406491
Sum	4827
Variance	6496.3781
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	64	33.5%
1	17	8.9%
2	11	5.8%
3	10	5.2%
4	9	4.7%
5	8	4.2%
6	4	2.1%
12	3	1.6%
15	3	1.6%
16	3	1.6%
Other values (45)	59	30.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	64	33.5%
1	17	8.9%
2	11	5.8%
3	10	5.2%
4	9	4.7%
5	8	4.2%
6	4	2.1%
7	3	1.6%
8	1	0.5%
9	3	1.6%

Value	Count	Frequency (%)
900	1	0.5%
402	1	0.5%
265	1	0.5%
222	1	0.5%
183	1	0.5%
173	1	0.5%
172	1	0.5%
165	1	0.5%
159	1	0.5%
157	1	0.5%

직수_인지_여자검거인원(명)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	27
Distinct (%)	14.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.6963351

Minimum	0
Maximum	224
Zeros	114
Zeros (%)	59.7%
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	24.5
Maximum	224
Range	224
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	21.97132
Coefficient of variation (CV)	3.8570975
Kurtosis	60.605598
Mean	5.6963351
Median Absolute Deviation (MAD)	0
Skewness	7.1890596
Sum	1088
Variance	482.73888
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=27)

Value	Count	Frequency (%)
0	114	59.7%
1	22	11.5%
2	10	5.2%
4	7	3.7%
8	6	3.1%
3	4	2.1%
5	4	2.1%
6	3	1.6%
9	3	1.6%
21	1	0.5%
Other values (17)	17	8.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	114	59.7%
1	22	11.5%
2	10	5.2%
3	4	2.1%
4	7	3.7%
5	4	2.1%
6	3	1.6%
8	6	3.1%
9	3	1.6%
10	1	0.5%

Value	Count	Frequency (%)
224	1	0.5%
141	1	0.5%
107	1	0.5%
58	1	0.5%
52	1	0.5%
49	1	0.5%
41	1	0.5%
37	1	0.5%
33	1	0.5%
28	1	0.5%

직수_인지_미상검거인원(명)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	26
Distinct (%)	13.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.3560209

Minimum	0
Maximum	189
Zeros	131
Zeros (%)	68.6%
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	26
Maximum	189
Range	189
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	24.670224
Coefficient of variation (CV)	3.8813944
Kurtosis	36.643523
Mean	6.3560209
Median Absolute Deviation (MAD)	0
Skewness	5.8513768
Sum	1214
Variance	608.61995
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=26)

Value	Count	Frequency (%)
0	131	68.6%
1	15	7.9%
2	8	4.2%
13	5	2.6%
3	4	2.1%
11	2	1.0%
86	2	1.0%
4	2	1.0%
26	2	1.0%
12	2	1.0%
Other values (16)	18	9.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	131	68.6%
1	15	7.9%
2	8	4.2%
3	4	2.1%
4	2	1.0%
5	2	1.0%
6	2	1.0%
7	1	0.5%
8	1	0.5%
10	1	0.5%

Value	Count	Frequency (%)
189	1	0.5%
177	1	0.5%
165	1	0.5%
86	2	1.0%
80	1	0.5%
37	1	0.5%
36	1	0.5%
30	1	0.5%
26	2	1.0%
20	1	0.5%

직수_인지_법인(개)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	15
Distinct (%)	7.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.7172775

Minimum	0
Maximum	70
Zeros	148
Zeros (%)	77.5%
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	8.5
Maximum	70
Range	70
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	6.8043071
Coefficient of variation (CV)	3.9622642
Kurtosis	58.149734
Mean	1.7172775
Median Absolute Deviation (MAD)	0
Skewness	6.869507
Sum	328
Variance	46.298595
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=15)

Value	Count	Frequency (%)
0	148	77.5%
1	15	7.9%
2	9	4.7%
8	3	1.6%
3	3	1.6%
24	2	1.0%
4	2	1.0%
13	2	1.0%
31	1	0.5%
9	1	0.5%
Other values (5)	5	2.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	148	77.5%
1	15	7.9%
2	9	4.7%
3	3	1.6%
4	2	1.0%
7	1	0.5%
8	3	1.6%
9	1	0.5%
13	2	1.0%
14	1	0.5%

Value	Count	Frequency (%)
70	1	0.5%
34	1	0.5%
31	1	0.5%
24	2	1.0%
15	1	0.5%
14	1	0.5%
13	2	1.0%
9	1	0.5%
8	3	1.6%
7	1	0.5%

지휘관할_발생건수(건)
Real number (ℝ)

HIGH CORRELATION

Distinct	155
Distinct (%)	81.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1562.0157

Minimum	1
Maximum	33651
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.8 KiB

Quantile statistics

Minimum	1
5-th percentile	4
Q1	34.5
median	142
Q3	645
95-th percentile	7897.5
Maximum	33651
Range	33650
Interquartile range (IQR)	610.5

Descriptive statistics

Standard deviation	5045.1963
Coefficient of variation (CV)	3.2299267
Kurtosis	25.095885
Mean	1562.0157
Median Absolute Deviation (MAD)	129
Skewness	4.9204309
Sum	298345
Variance	25454006
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20	5	2.6%
3	5	2.6%
37	4	2.1%
32	4	2.1%
5	3	1.6%
4	3	1.6%
18	2	1.0%
849	2	1.0%
16	2	1.0%
224	2	1.0%
Other values (145)	159	83.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1	0.5%
2	2	1.0%
3	5	2.6%
4	3	1.6%
5	3	1.6%
6	2	1.0%
7	2	1.0%
8	1	0.5%
9	2	1.0%
11	1	0.5%

Value	Count	Frequency (%)
33651	1	0.5%
31217	1	0.5%
29717	1	0.5%
27659	1	0.5%
26561	1	0.5%
12340	1	0.5%
11633	1	0.5%
10764	1	0.5%
9530	1	0.5%
8281	1	0.5%

지휘관할_검거건수(건)
Real number (ℝ)

HIGH CORRELATION

Distinct	148
Distinct (%)	77.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1346.5916

Minimum	0
Maximum	31314
Zeros	1
Zeros (%)	0.5%
Negative	0
Negative (%)	0.0%
Memory size	1.8 KiB

Quantile statistics

Minimum	0
5-th percentile	4
Q1	33.5
median	123
Q3	584.5
95-th percentile	5949.5
Maximum	31314
Range	31314
Interquartile range (IQR)	551

Descriptive statistics

Standard deviation	4449.0101
Coefficient of variation (CV)	3.3039045
Kurtosis	28.965294
Mean	1346.5916
Median Absolute Deviation (MAD)	112
Skewness	5.2462162
Sum	257199
Variance	19793691
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3	5	2.6%
4	5	2.6%
34	3	1.6%
20	3	1.6%
19	3	1.6%
17	3	1.6%
9	3	1.6%
55	3	1.6%
61	3	1.6%
35	3	1.6%
Other values (138)	157	82.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	0.5%
1	1	0.5%
2	2	1.0%
3	5	2.6%
4	5	2.6%
5	2	1.0%
6	2	1.0%
8	1	0.5%
9	3	1.6%
10	1	0.5%

Value	Count	Frequency (%)
31314	1	0.5%
28880	1	0.5%
27658	1	0.5%
26174	1	0.5%
15728	1	0.5%
11945	1	0.5%
11155	1	0.5%
7327	1	0.5%
6816	1	0.5%
6017	1	0.5%

지휘관할_남자검거인원(명)
Real number (ℝ)

HIGH CORRELATION

Distinct	158
Distinct (%)	82.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1303.2461

Minimum	0
Maximum	32142
Zeros	1
Zeros (%)	0.5%
Negative	0
Negative (%)	0.0%
Memory size	1.8 KiB

Quantile statistics

Minimum	0
5-th percentile	3.5
Q1	39
median	148
Q3	646.5
95-th percentile	5413
Maximum	32142
Range	32142
Interquartile range (IQR)	607.5

Descriptive statistics

Standard deviation	4211.1529
Coefficient of variation (CV)	3.23128
Kurtosis	31.67831
Mean	1303.2461
Median Absolute Deviation (MAD)	138
Skewness	5.4177839
Sum	248920
Variance	17733809
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	5	2.6%
4	5	2.6%
2	3	1.6%
8	3	1.6%
78	2	1.0%
7	2	1.0%
14	2	1.0%
40	2	1.0%
33	2	1.0%
44	2	1.0%
Other values (148)	163	85.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	0.5%
1	5	2.6%
2	3	1.6%
3	1	0.5%
4	5	2.6%
5	1	0.5%
6	2	1.0%
7	2	1.0%
8	3	1.6%
10	1	0.5%

Value	Count	Frequency (%)
32142	1	0.5%
28492	1	0.5%
24403	1	0.5%
23456	1	0.5%
12078	1	0.5%
11077	1	0.5%
10628	1	0.5%
8075	1	0.5%
5736	1	0.5%
5626	1	0.5%

지휘관할_여자검거인원(명)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	104
Distinct (%)	54.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	292

Minimum	0
Maximum	6784
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	23
Q3	121
95-th percentile	1157
Maximum	6784
Range	6784
Interquartile range (IQR)	116

Descriptive statistics

Standard deviation	947.94429
Coefficient of variation (CV)	3.2463846
Kurtosis	32.905183
Mean	292
Median Absolute Deviation (MAD)	22
Skewness	5.5134223
Sum	55772
Variance	898598.38
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	15	7.9%
1	8	4.2%
3	8	4.2%
2	7	3.7%
4	6	3.1%
6	5	2.6%
14	5	2.6%
5	5	2.6%
9	4	2.1%
16	4	2.1%
Other values (94)	124	64.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	15	7.9%
1	8	4.2%
2	7	3.7%
3	8	4.2%
4	6	3.1%
5	5	2.6%
6	5	2.6%
7	2	1.0%
8	3	1.6%
9	4	2.1%

Value	Count	Frequency (%)
6784	1	0.5%
6744	1	0.5%
6535	1	0.5%
4056	1	0.5%
3250	1	0.5%
2617	1	0.5%
1568	1	0.5%
1532	1	0.5%
1424	1	0.5%
1187	1	0.5%

지휘관할_미상검거인원(명)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	48
Distinct (%)	25.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	21.418848

Minimum	0
Maximum	585
Zeros	78
Zeros (%)	40.8%
Negative	0
Negative (%)	0.0%
Memory size	1.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	10.5
95-th percentile	102.5
Maximum	585
Range	585
Interquartile range (IQR)	10.5

Descriptive statistics

Standard deviation	70.944845
Coefficient of variation (CV)	3.3122624
Kurtosis	38.384022
Mean	21.418848
Median Absolute Deviation (MAD)	1
Skewness	5.8026048
Sum	4091
Variance	5033.171
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=48)

Value	Count	Frequency (%)
0	78	40.8%
1	19	9.9%
2	12	6.3%
3	10	5.2%
4	5	2.6%
5	4	2.1%
7	4	2.1%
9	4	2.1%
6	3	1.6%
17	3	1.6%
Other values (38)	49	25.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	78	40.8%
1	19	9.9%
2	12	6.3%
3	10	5.2%
4	5	2.6%
5	4	2.1%
6	3	1.6%
7	4	2.1%
8	2	1.0%
9	4	2.1%

Value	Count	Frequency (%)
585	1	0.5%
546	1	0.5%
312	1	0.5%
295	1	0.5%
219	1	0.5%
217	1	0.5%
176	1	0.5%
130	1	0.5%
104	2	1.0%
101	1	0.5%

지휘관할_법인(개)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	41
Distinct (%)	21.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	21.17801

Minimum	0
Maximum	902
Zeros	88
Zeros (%)	46.1%
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	92
Maximum	902
Range	902
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	83.209816
Coefficient of variation (CV)	3.9290667
Kurtosis	70.884337
Mean	21.17801
Median Absolute Deviation (MAD)	1
Skewness	7.6390533
Sum	4045
Variance	6923.8734
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=41)

Value	Count	Frequency (%)
0	88	46.1%
2	17	8.9%
1	16	8.4%
3	11	5.8%
6	6	3.1%
5	6	3.1%
4	3	1.6%
9	3	1.6%
14	3	1.6%
8	3	1.6%
Other values (31)	35	18.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	88	46.1%
1	16	8.4%
2	17	8.9%
3	11	5.8%
4	3	1.6%
5	6	3.1%
6	6	3.1%
7	1	0.5%
8	3	1.6%
9	3	1.6%

Value	Count	Frequency (%)
902	1	0.5%
429	1	0.5%
379	1	0.5%
275	1	0.5%
218	1	0.5%
158	1	0.5%
133	1	0.5%
126	1	0.5%
116	1	0.5%
96	1	0.5%

Phik (φk)
Auto

Heatmap
Table

	직수_인지_발생건수(건)	직수_인지_검거건수(건)	직수_인지_남자검거인원(명)	직수_인지_여자검거인원(명)	직수_인지_미상검거인원(명)	직수_인지_법인(개)	지휘관할_발생건수(건)	지휘관할_검거건수(건)	지휘관할_남자검거인원(명)	지휘관할_여자검거인원(명)	지휘관할_미상검거인원(명)	지휘관할_법인(개)
직수_인지_발생건수(건)	1.000	0.978	0.803	0.963	0.872	0.863	0.525	0.544	0.473	0.596	0.941	0.599
직수_인지_검거건수(건)	0.978	1.000	0.818	0.950	0.849	0.797	0.516	0.539	0.482	0.533	0.860	0.634
직수_인지_남자검거인원(명)	0.803	0.818	1.000	0.837	0.902	0.577	0.668	0.698	0.611	0.587	0.599	0.440
직수_인지_여자검거인원(명)	0.963	0.950	0.837	1.000	0.797	0.861	0.634	0.672	0.602	0.718	0.893	0.727
직수_인지_미상검거인원(명)	0.872	0.849	0.902	0.797	1.000	0.593	0.519	0.532	0.501	0.556	0.781	0.362
직수_인지_법인(개)	0.863	0.797	0.577	0.861	0.593	1.000	0.358	0.424	0.294	0.514	0.846	0.946
지휘관할_발생건수(건)	0.525	0.516	0.668	0.634	0.519	0.358	1.000	0.981	0.972	0.965	0.578	0.181
지휘관할_검거건수(건)	0.544	0.539	0.698	0.672	0.532	0.424	0.981	1.000	0.974	0.970	0.571	0.317
지휘관할_남자검거인원(명)	0.473	0.482	0.611	0.602	0.501	0.294	0.972	0.974	1.000	0.968	0.590	0.000
지휘관할_여자검거인원(명)	0.596	0.533	0.587	0.718	0.556	0.514	0.965	0.970	0.968	1.000	0.602	0.456
지휘관할_미상검거인원(명)	0.941	0.860	0.599	0.893	0.781	0.846	0.578	0.571	0.590	0.602	1.000	0.788
지휘관할_법인(개)	0.599	0.634	0.440	0.727	0.362	0.946	0.181	0.317	0.000	0.456	0.788	1.000

Heatmap
Table

	직수_인지_발생건수(건)	직수_인지_검거건수(건)	직수_인지_남자검거인원(명)	직수_인지_여자검거인원(명)	직수_인지_미상검거인원(명)	직수_인지_법인(개)	지휘관할_발생건수(건)	지휘관할_검거건수(건)	지휘관할_남자검거인원(명)	지휘관할_여자검거인원(명)	지휘관할_미상검거인원(명)	지휘관할_법인(개)
직수_인지_발생건수(건)	1.000	0.982	0.925	0.767	0.646	0.495	0.636	0.621	0.654	0.631	0.650	0.381
직수_인지_검거건수(건)	0.982	1.000	0.929	0.763	0.639	0.490	0.641	0.631	0.658	0.641	0.648	0.408
직수_인지_남자검거인원(명)	0.925	0.929	1.000	0.745	0.643	0.509	0.598	0.590	0.631	0.609	0.614	0.374
직수_인지_여자검거인원(명)	0.767	0.763	0.745	1.000	0.564	0.365	0.505	0.498	0.512	0.588	0.498	0.284
직수_인지_미상검거인원(명)	0.646	0.639	0.643	0.564	1.000	0.397	0.434	0.418	0.448	0.457	0.717	0.314
직수_인지_법인(개)	0.495	0.490	0.509	0.365	0.397	1.000	0.276	0.266	0.288	0.295	0.438	0.575
지휘관할_발생건수(건)	0.636	0.641	0.598	0.505	0.434	0.276	1.000	0.996	0.971	0.858	0.676	0.397
지휘관할_검거건수(건)	0.621	0.631	0.590	0.498	0.418	0.266	0.996	1.000	0.973	0.863	0.657	0.400
지휘관할_남자검거인원(명)	0.654	0.658	0.631	0.512	0.448	0.288	0.971	0.973	1.000	0.842	0.672	0.403
지휘관할_여자검거인원(명)	0.631	0.641	0.609	0.588	0.457	0.295	0.858	0.863	0.842	1.000	0.651	0.431
지휘관할_미상검거인원(명)	0.650	0.648	0.614	0.498	0.717	0.438	0.676	0.657	0.672	0.651	1.000	0.501
지휘관할_법인(개)	0.381	0.408	0.374	0.284	0.314	0.575	0.397	0.400	0.403	0.431	0.501	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	직수_인지_발생건수(건)	직수_인지_검거건수(건)	직수_인지_남자검거인원(명)	직수_인지_여자검거인원(명)	직수_인지_미상검거인원(명)	직수_인지_법인(개)	지휘관할_발생건수(건)	지휘관할_검거건수(건)	지휘관할_남자검거인원(명)	지휘관할_여자검거인원(명)	지휘관할_미상검거인원(명)	지휘관할_법인(개)
0	절도	43	33	26	2	11	2	26561	15728	12078	4056	65	3
1	불법사용	0	0	0	0	0	0	64	54	90	4	0	0
2	침입절도	7	3	4	0	0	0	863	816	439	28	1	0
3	장물	6	3	2	0	0	0	216	131	300	53	1	0
4	사기	898	603	900	224	165	31	33651	27658	24403	6535	546	116
5	컴퓨터등사용사기	20	12	16	6	0	0	655	315	301	74	4	0
6	부당이득	4	1	3	2	1	0	14	9	12	3	1	0
7	편의시설부정이용	0	0	0	0	0	0	91	67	76	16	2	2
8	전기통신금융사기피해금환급에관한특별법	3	1	0	0	0	0	516	321	175	83	2	0
9	보험사기방지특별법	1	1	0	0	0	0	159	145	287	106	0	0

	범죄분류	직수_인지_발생건수(건)	직수_인지_검거건수(건)	직수_인지_남자검거인원(명)	직수_인지_여자검거인원(명)	직수_인지_미상검거인원(명)	직수_인지_법인(개)	지휘관할_발생건수(건)	지휘관할_검거건수(건)	지휘관할_남자검거인원(명)	지휘관할_여자검거인원(명)	지휘관할_미상검거인원(명)	지휘관할_법인(개)
181	폐기물관리법	29	23	24	1	1	14	286	257	295	31	6	83
182	풍속영업의 규제에 관한법률	0	0	0	0	0	0	18	18	18	5	0	0
183	하천법	0	1	0	0	0	0	26	26	33	4	0	3
184	학교보건법	1	1	1	0	0	0	2	2	2	1	0	0
185	학원의설립운영 및 과외교습에 관한법률	0	0	1	0	0	0	164	163	48	129	0	0
186	화물자동차 운수사업법	3	3	3	0	0	0	484	477	640	33	4	23
187	화재로 인한 재해보상과 보험가입에 관한법률	0	0	0	0	0	0	5	0	0	0	0	0
188	화재예방·소방시설설치유지 및 안전관리에 관한법률	0	0	0	0	0	0	3	3	3	4	0	3
189	화학물질관리법	3	3	4	0	0	1	121	123	153	69	1	3
190	기타특별법	356	298	265	107	86	15	7514	7327	5626	2617	176	429

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

Interactions

Correlations

Missing values

Sample