gimi9 Pandas Profiling

Dataset statistics

Number of variables	13
Number of observations	190
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	21.7 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 인천지방검찰청이 관할하는 범죄 발생의 검거상황과 관련된 통계임
Author	대검찰청
URL	https://www.data.go.kr/data/15084764/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 8 other fields	High correlation
`직수_인지_여자검거인원(명)` is highly overall correlated with `직수_인지_발생건수(건)` and 3 other fields	High correlation
`직수_인지_미상검거인원(명)` is highly overall correlated with `직수_인지_발생건수(건)` and 3 other fields	High correlation
`직수_인지_법인(개)` is highly overall correlated with `지휘관할_법인(개)`	High correlation
`지휘관할_발생건수(건)` is highly overall correlated with `직수_인지_발생건수(건)` and 6 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 6 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 7 other fields	High correlation
`지휘관할_법인(개)` is highly overall correlated with `직수_인지_법인(개)`	High correlation
`범죄분류` has unique values	Unique
`직수_인지_발생건수(건)` has 76 (40.0%) zeros	Zeros
`직수_인지_검거건수(건)` has 75 (39.5%) zeros	Zeros
`직수_인지_남자검거인원(명)` has 87 (45.8%) zeros	Zeros
`직수_인지_여자검거인원(명)` has 132 (69.5%) zeros	Zeros
`직수_인지_미상검거인원(명)` has 143 (75.3%) zeros	Zeros
`직수_인지_법인(개)` has 167 (87.9%) zeros	Zeros
`지휘관할_남자검거인원(명)` has 2 (1.1%) zeros	Zeros
`지휘관할_여자검거인원(명)` has 21 (11.1%) zeros	Zeros
`지휘관할_미상검거인원(명)` has 92 (48.4%) zeros	Zeros
`지휘관할_법인(개)` has 107 (56.3%) zeros	Zeros

Reproduction

Analysis started	2023-12-12 20:29:39.974227
Analysis finished	2023-12-12 20:30:00.460120
Duration	20.49 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	8.2947368
Min length	2

Characters and Unicode

Total characters	1576
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	27	8.7%
및	21	6.8%
관리에	4	1.3%
마약류관리에	3	1.0%
규제에	2	0.6%
규제	2	0.6%
관한	2	0.6%
처벌등에	2	0.6%
보호에	2	0.6%
아동·청소년의	2	0.6%
Other values (241)	243	78.4%

Most occurring characters

Value	Count	Frequency (%)
	120	7.6%
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	67.7%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	1408	89.3%
Space Separator	120	7.6%
Other Punctuation	18	1.1%
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	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 (%)
,	10	55.6%
·	6	33.3%
/	2	11.1%

Space Separator

Value	Count	Frequency (%)
	120	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	89.3%
Common	168	10.7%

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 (%)
	120	71.4%
)	15	8.9%
(	15	8.9%
,	10	6.0%
·	6	3.6%
/	2	1.2%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	1408	89.3%
ASCII	162	10.3%
None	6	0.4%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	120	74.1%
)	15	9.3%
(	15	9.3%
,	10	6.2%
/	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 (%)
·	6	100.0%

직수_인지_발생건수(건)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	40
Distinct (%)	21.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	16.731579

Minimum	0
Maximum	750
Zeros	76
Zeros (%)	40.0%
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	88.1
Maximum	750
Range	750
Interquartile range (IQR)	8.75

Descriptive statistics

Standard deviation	65.556362
Coefficient of variation (CV)	3.9181217
Kurtosis	87.127146
Mean	16.731579
Median Absolute Deviation (MAD)	1
Skewness	8.5404791
Sum	3179
Variance	4297.6366
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=40)

Value	Count	Frequency (%)
0	76	40.0%
1	28	14.7%
2	11	5.8%
4	9	4.7%
19	6	3.2%
3	5	2.6%
7	5	2.6%
12	4	2.1%
6	4	2.1%
10	3	1.6%
Other values (30)	39	20.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	76	40.0%
1	28	14.7%
2	11	5.8%
3	5	2.6%
4	9	4.7%
5	3	1.6%
6	4	2.1%
7	5	2.6%
8	1	0.5%
9	3	1.6%

Value	Count	Frequency (%)
750	1	0.5%
348	1	0.5%
253	1	0.5%
151	1	0.5%
111	2	1.1%
100	1	0.5%
99	1	0.5%
92	1	0.5%
89	1	0.5%
87	1	0.5%

직수_인지_검거건수(건)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	36
Distinct (%)	18.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	12.194737

Minimum	0
Maximum	388
Zeros	75
Zeros (%)	39.5%
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	72.3
Maximum	388
Range	388
Interquartile range (IQR)	7

Descriptive statistics

Standard deviation	40.962998
Coefficient of variation (CV)	3.3590719
Kurtosis	47.882557
Mean	12.194737
Median Absolute Deviation (MAD)	1
Skewness	6.3915983
Sum	2317
Variance	1677.9672
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=36)

Value	Count	Frequency (%)
0	75	39.5%
1	35	18.4%
4	12	6.3%
2	7	3.7%
3	6	3.2%
11	4	2.1%
5	4	2.1%
10	4	2.1%
17	3	1.6%
16	3	1.6%
Other values (26)	37	19.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	75	39.5%
1	35	18.4%
2	7	3.7%
3	6	3.2%
4	12	6.3%
5	4	2.1%
6	2	1.1%
7	2	1.1%
8	3	1.6%
9	3	1.6%

Value	Count	Frequency (%)
388	1	0.5%
248	1	0.5%
245	1	0.5%
104	1	0.5%
101	1	0.5%
94	1	0.5%
85	1	0.5%
83	1	0.5%
77	1	0.5%
75	1	0.5%

직수_인지_남자검거인원(명)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	38
Distinct (%)	20.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	17.247368

Minimum	0
Maximum	699
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	7
95-th percentile	87.2
Maximum	699
Range	699
Interquartile range (IQR)	7

Descriptive statistics

Standard deviation	67.52046
Coefficient of variation (CV)	3.9148268
Kurtosis	66.904253
Mean	17.247368
Median Absolute Deviation (MAD)	1
Skewness	7.6087791
Sum	3277
Variance	4559.0126
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=38)

Value	Count	Frequency (%)
0	87	45.8%
1	19	10.0%
2	9	4.7%
3	8	4.2%
6	6	3.2%
4	6	3.2%
5	5	2.6%
13	4	2.1%
18	3	1.6%
9	3	1.6%
Other values (28)	40	21.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	87	45.8%
1	19	10.0%
2	9	4.7%
3	8	4.2%
4	6	3.2%
5	5	2.6%
6	6	3.2%
7	3	1.6%
8	2	1.1%
9	3	1.6%

Value	Count	Frequency (%)
699	1	0.5%
480	1	0.5%
259	1	0.5%
139	1	0.5%
137	1	0.5%
125	1	0.5%
120	2	1.1%
103	1	0.5%
89	1	0.5%
85	1	0.5%

직수_인지_여자검거인원(명)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	20
Distinct (%)	10.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.0421053

Minimum	0
Maximum	162
Zeros	132
Zeros (%)	69.5%
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	14.2
Maximum	162
Range	162
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	13.646261
Coefficient of variation (CV)	4.4857951
Kurtosis	100.20328
Mean	3.0421053
Median Absolute Deviation (MAD)	0
Skewness	9.1786499
Sum	578
Variance	186.22044
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
0	132	69.5%
1	19	10.0%
2	13	6.8%
3	6	3.2%
6	3	1.6%
7	3	1.6%
33	1	0.5%
18	1	0.5%
25	1	0.5%
11	1	0.5%
Other values (10)	10	5.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	132	69.5%
1	19	10.0%
2	13	6.8%
3	6	3.2%
6	3	1.6%
7	3	1.6%
8	1	0.5%
9	1	0.5%
11	1	0.5%
12	1	0.5%

Value	Count	Frequency (%)
162	1	0.5%
64	1	0.5%
35	1	0.5%
33	1	0.5%
30	1	0.5%
27	1	0.5%
26	1	0.5%
25	1	0.5%
18	1	0.5%
16	1	0.5%

직수_인지_미상검거인원(명)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	16
Distinct (%)	8.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.5789474

Minimum	0
Maximum	135
Zeros	143
Zeros (%)	75.3%
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	7.1
Maximum	135
Range	135
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	12.53995
Coefficient of variation (CV)	4.8624296
Kurtosis	74.81703
Mean	2.5789474
Median Absolute Deviation (MAD)	0
Skewness	8.0670664
Sum	490
Variance	157.25035
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
0	143	75.3%
1	18	9.5%
2	9	4.7%
4	3	1.6%
6	3	1.6%
3	3	1.6%
36	2	1.1%
23	1	0.5%
22	1	0.5%
14	1	0.5%
Other values (6)	6	3.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	143	75.3%
1	18	9.5%
2	9	4.7%
3	3	1.6%
4	3	1.6%
5	1	0.5%
6	3	1.6%
8	1	0.5%
12	1	0.5%
14	1	0.5%

Value	Count	Frequency (%)
135	1	0.5%
82	1	0.5%
42	1	0.5%
36	2	1.1%
23	1	0.5%
22	1	0.5%
14	1	0.5%
12	1	0.5%
8	1	0.5%
6	3	1.6%

직수_인지_법인(개)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	9
Distinct (%)	4.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.3631579

Minimum	0
Maximum	135
Zeros	167
Zeros (%)	87.9%
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	2.55
Maximum	135
Range	135
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	10.46737
Coefficient of variation (CV)	7.6787655
Kurtosis	143.38902
Mean	1.3631579
Median Absolute Deviation (MAD)	0
Skewness	11.513003
Sum	259
Variance	109.56583
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
0	167	87.9%
1	8	4.2%
2	5	2.6%
3	5	2.6%
25	1	0.5%
4	1	0.5%
135	1	0.5%
21	1	0.5%
41	1	0.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	167	87.9%
1	8	4.2%
2	5	2.6%
3	5	2.6%
4	1	0.5%
21	1	0.5%
25	1	0.5%
41	1	0.5%
135	1	0.5%

Value	Count	Frequency (%)
135	1	0.5%
41	1	0.5%
25	1	0.5%
21	1	0.5%
4	1	0.5%
3	5	2.6%
2	5	2.6%
1	8	4.2%
0	167	87.9%

지휘관할_발생건수(건)
Real number (ℝ)

HIGH CORRELATION

Distinct	138
Distinct (%)	72.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	796.20526

Minimum	0
Maximum	19181
Zeros	1
Zeros (%)	0.5%
Negative	0
Negative (%)	0.0%
Memory size	1.8 KiB

Quantile statistics

Minimum	0
5-th percentile	2
Q1	18.25
median	78
Q3	338.25
95-th percentile	3782.25
Maximum	19181
Range	19181
Interquartile range (IQR)	320

Descriptive statistics

Standard deviation	2505.2087
Coefficient of variation (CV)	3.1464357
Kurtosis	28.823746
Mean	796.20526
Median Absolute Deviation (MAD)	69.5
Skewness	5.1540669
Sum	151279
Variance	6276070.6
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	8	4.2%
9	4	2.1%
8	4	2.1%
11	4	2.1%
28	4	2.1%
2	4	2.1%
3	3	1.6%
22	3	1.6%
42	3	1.6%
16	3	1.6%
Other values (128)	150	78.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	0.5%
1	8	4.2%
2	4	2.1%
3	3	1.6%
4	2	1.1%
5	2	1.1%
7	2	1.1%
8	4	2.1%
9	4	2.1%
10	1	0.5%

Value	Count	Frequency (%)
19181	1	0.5%
15498	1	0.5%
14073	1	0.5%
13703	1	0.5%
10214	1	0.5%
6258	1	0.5%
5583	1	0.5%
4912	1	0.5%
4550	1	0.5%
3969	1	0.5%

지휘관할_검거건수(건)
Real number (ℝ)

HIGH CORRELATION

Distinct	136
Distinct (%)	71.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	680.96842

Minimum	1
Maximum	15483
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.8 KiB

Quantile statistics

Minimum	1
5-th percentile	2
Q1	17
median	68
Q3	314.25
95-th percentile	2851.2
Maximum	15483
Range	15482
Interquartile range (IQR)	297.25

Descriptive statistics

Standard deviation	2168.7212
Coefficient of variation (CV)	3.1847603
Kurtosis	30.0289
Mean	680.96842
Median Absolute Deviation (MAD)	60.5
Skewness	5.3044559
Sum	129384
Variance	4703351.5
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	8	4.2%
2	7	3.7%
17	5	2.6%
11	4	2.1%
16	3	1.6%
29	3	1.6%
4	3	1.6%
12	3	1.6%
14	3	1.6%
7	3	1.6%
Other values (126)	148	77.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	8	4.2%
2	7	3.7%
3	2	1.1%
4	3	1.6%
5	1	0.5%
6	2	1.1%
7	3	1.6%
8	2	1.1%
9	1	0.5%
10	2	1.1%

Value	Count	Frequency (%)
15483	1	0.5%
14900	1	0.5%
13948	1	0.5%
9948	1	0.5%
9368	1	0.5%
5954	1	0.5%
3665	1	0.5%
3384	1	0.5%
3047	1	0.5%
2916	1	0.5%

지휘관할_남자검거인원(명)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	142
Distinct (%)	74.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	661.9

Minimum	0
Maximum	17725
Zeros	2
Zeros (%)	1.1%
Negative	0
Negative (%)	0.0%
Memory size	1.8 KiB

Quantile statistics

Minimum	0
5-th percentile	2
Q1	19.25
median	75
Q3	346.75
95-th percentile	2775.45
Maximum	17725
Range	17725
Interquartile range (IQR)	327.5

Descriptive statistics

Standard deviation	2107.3056
Coefficient of variation (CV)	3.183722
Kurtosis	37.481249
Mean	661.9
Median Absolute Deviation (MAD)	66.5
Skewness	5.7858784
Sum	125761
Variance	4440737
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
12	6	3.2%
2	6	3.2%
1	5	2.6%
17	5	2.6%
6	3	1.6%
80	3	1.6%
66	3	1.6%
32	3	1.6%
61	3	1.6%
7	3	1.6%
Other values (132)	150	78.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2	1.1%
1	5	2.6%
2	6	3.2%
3	3	1.6%
4	1	0.5%
5	2	1.1%
6	3	1.6%
7	3	1.6%
8	1	0.5%
9	1	0.5%

Value	Count	Frequency (%)
17725	1	0.5%
14336	1	0.5%
12656	1	0.5%
8278	1	0.5%
7441	1	0.5%
3955	1	0.5%
3950	1	0.5%
3544	1	0.5%
2994	1	0.5%
2838	1	0.5%

지휘관할_여자검거인원(명)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	86
Distinct (%)	45.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	148.9

Minimum	0
Maximum	3848
Zeros	21
Zeros (%)	11.1%
Negative	0
Negative (%)	0.0%
Memory size	1.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	3
median	14
Q3	68
95-th percentile	612.3
Maximum	3848
Range	3848
Interquartile range (IQR)	65

Descriptive statistics

Standard deviation	475.71206
Coefficient of variation (CV)	3.1948426
Kurtosis	35.827797
Mean	148.9
Median Absolute Deviation (MAD)	13
Skewness	5.6471121
Sum	28291
Variance	226301.96
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	21	11.1%
1	16	8.4%
2	10	5.3%
6	8	4.2%
3	7	3.7%
5	6	3.2%
8	5	2.6%
14	5	2.6%
4	5	2.6%
13	4	2.1%
Other values (76)	103	54.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	21	11.1%
1	16	8.4%
2	10	5.3%
3	7	3.7%
4	5	2.6%
5	6	3.2%
6	8	4.2%
7	2	1.1%
8	5	2.6%
9	1	0.5%

Value	Count	Frequency (%)
3848	1	0.5%
3546	1	0.5%
2190	1	0.5%
2146	1	0.5%
1800	1	0.5%
1433	1	0.5%
868	1	0.5%
773	1	0.5%
698	1	0.5%
633	1	0.5%

지휘관할_미상검거인원(명)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	31
Distinct (%)	16.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	9.1

Minimum	0
Maximum	331
Zeros	92
Zeros (%)	48.4%
Negative	0
Negative (%)	0.0%
Memory size	1.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	4
95-th percentile	44.75
Maximum	331
Range	331
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	32.334814
Coefficient of variation (CV)	3.5532763
Kurtosis	58.915825
Mean	9.1
Median Absolute Deviation (MAD)	1
Skewness	6.9743159
Sum	1729
Variance	1045.5402
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=31)

Value	Count	Frequency (%)
0	92	48.4%
1	19	10.0%
3	14	7.4%
2	14	7.4%
4	8	4.2%
7	7	3.7%
5	4	2.1%
6	3	1.6%
10	3	1.6%
21	2	1.1%
Other values (21)	24	12.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	92	48.4%
1	19	10.0%
2	14	7.4%
3	14	7.4%
4	8	4.2%
5	4	2.1%
6	3	1.6%
7	7	3.7%
8	1	0.5%
9	2	1.1%

Value	Count	Frequency (%)
331	1	0.5%
195	1	0.5%
145	1	0.5%
92	1	0.5%
86	1	0.5%
73	1	0.5%
66	1	0.5%
65	1	0.5%
58	1	0.5%
47	1	0.5%

지휘관할_법인(개)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	33
Distinct (%)	17.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	11.052632

Minimum	0
Maximum	593
Zeros	107
Zeros (%)	56.3%
Negative	0
Negative (%)	0.0%
Memory size	1.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	3
95-th percentile	38
Maximum	593
Range	593
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	52.084459
Coefficient of variation (CV)	4.7124034
Kurtosis	91.781181
Mean	11.052632
Median Absolute Deviation (MAD)	0
Skewness	9.0273583
Sum	2100
Variance	2712.7909
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=33)

Value	Count	Frequency (%)
0	107	56.3%
1	19	10.0%
3	9	4.7%
2	9	4.7%
4	5	2.6%
7	4	2.1%
5	4	2.1%
6	3	1.6%
9	2	1.1%
28	2	1.1%
Other values (23)	26	13.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	107	56.3%
1	19	10.0%
2	9	4.7%
3	9	4.7%
4	5	2.6%
5	4	2.1%
6	3	1.6%
7	4	2.1%
8	1	0.5%
9	2	1.1%

Value	Count	Frequency (%)
593	1	0.5%
347	1	0.5%
119	1	0.5%
109	1	0.5%
100	1	0.5%
92	1	0.5%
63	1	0.5%
42	1	0.5%
41	1	0.5%
38	2	1.1%

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	0.919	0.889	0.842	0.942	0.634	0.722	0.705	0.664	0.552	0.893	0.454
직수_인지_검거건수(건)	0.919	1.000	0.966	0.952	0.751	0.572	0.723	0.529	0.687	0.584	0.669	0.755
직수_인지_남자검거인원(명)	0.889	0.966	1.000	0.993	0.702	0.563	0.731	0.603	0.676	0.519	0.647	0.727
직수_인지_여자검거인원(명)	0.842	0.952	0.993	1.000	0.701	0.572	0.743	0.626	0.684	0.539	0.657	0.755
직수_인지_미상검거인원(명)	0.942	0.751	0.702	0.701	1.000	0.676	0.733	0.740	0.658	0.584	0.942	0.477
직수_인지_법인(개)	0.634	0.572	0.563	0.572	0.676	1.000	0.945	0.768	0.691	0.750	0.629	0.921
지휘관할_발생건수(건)	0.722	0.723	0.731	0.743	0.733	0.945	1.000	0.923	0.951	0.907	0.851	0.705
지휘관할_검거건수(건)	0.705	0.529	0.603	0.626	0.740	0.768	0.923	1.000	0.901	0.907	0.811	0.640
지휘관할_남자검거인원(명)	0.664	0.687	0.676	0.684	0.658	0.691	0.951	0.901	1.000	0.985	0.804	0.556
지휘관할_여자검거인원(명)	0.552	0.584	0.519	0.539	0.584	0.750	0.907	0.907	0.985	1.000	0.686	0.663
지휘관할_미상검거인원(명)	0.893	0.669	0.647	0.657	0.942	0.629	0.851	0.811	0.804	0.686	1.000	0.452
지휘관할_법인(개)	0.454	0.755	0.727	0.755	0.477	0.921	0.705	0.640	0.556	0.663	0.452	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	0.966	0.895	0.673	0.585	0.307	0.528	0.525	0.579	0.581	0.594	0.189
직수_인지_검거건수(건)	0.966	1.000	0.870	0.671	0.540	0.305	0.535	0.533	0.585	0.559	0.552	0.167
직수_인지_남자검거인원(명)	0.895	0.870	1.000	0.654	0.538	0.377	0.542	0.542	0.600	0.568	0.598	0.240
직수_인지_여자검거인원(명)	0.673	0.671	0.654	1.000	0.434	0.341	0.457	0.449	0.448	0.564	0.441	0.228
직수_인지_미상검거인원(명)	0.585	0.540	0.538	0.434	1.000	0.318	0.334	0.320	0.351	0.356	0.672	0.117
직수_인지_법인(개)	0.307	0.305	0.377	0.341	0.318	1.000	0.237	0.236	0.263	0.232	0.276	0.502
지휘관할_발생건수(건)	0.528	0.535	0.542	0.457	0.334	0.237	1.000	0.989	0.951	0.828	0.580	0.317
지휘관할_검거건수(건)	0.525	0.533	0.542	0.449	0.320	0.236	0.989	1.000	0.963	0.839	0.553	0.326
지휘관할_남자검거인원(명)	0.579	0.585	0.600	0.448	0.351	0.263	0.951	0.963	1.000	0.831	0.599	0.333
지휘관할_여자검거인원(명)	0.581	0.559	0.568	0.564	0.356	0.232	0.828	0.839	0.831	1.000	0.598	0.322
지휘관할_미상검거인원(명)	0.594	0.552	0.598	0.441	0.672	0.276	0.580	0.553	0.599	0.598	1.000	0.348
지휘관할_법인(개)	0.189	0.167	0.240	0.228	0.117	0.502	0.317	0.326	0.333	0.322	0.348	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	17	13	22	3	4	0	13703	9368	7441	2190	27	0
1	불법사용	0	1	0	0	0	0	42	36	53	0	0	0
2	침입절도	2	2	2	0	0	0	495	435	239	22	0	0
3	장물	5	4	3	0	2	0	142	129	313	42	5	0
4	사기	750	388	699	162	135	25	19181	15483	14336	3546	331	63
5	컴퓨터등사용사기	4	4	3	1	0	0	356	118	107	29	2	0
6	부당이득	0	0	0	0	0	0	3	2	2	0	0	0
7	편의시설부정이용	0	0	0	0	0	0	121	64	61	14	3	3
8	전기통신금융사기피해금환급에관한특별법	0	1	0	0	0	0	251	111	92	39	1	0
9	보험사기방지특별법	2	1	0	0	0	0	99	88	123	44	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)
180	통신비밀보호법	1	1	0	1	1	0	9	7	9	1	1	0
181	특가법(도주차량)	0	0	0	0	0	0	489	431	441	69	4	0
182	특허법	0	0	0	0	0	0	15	19	22	4	1	7
183	폐기물관리법	0	0	6	0	0	0	123	112	143	14	5	38
184	풍속영업의 규제에 관한법률	0	0	0	1	0	0	30	30	32	11	0	0
185	학교보건법	0	0	0	0	0	0	7	7	6	1	0	0
186	학원의설립운영 및 과외교습에 관한법률	0	0	0	0	0	0	33	32	15	19	0	0
187	화물자동차 운수사업법	0	0	0	0	0	0	336	328	358	13	1	6
188	화학물질관리법	2	2	3	0	0	3	23	24	32	5	0	5
189	기타특별법	111	94	125	18	22	41	6258	5954	3950	1800	66	347

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