gimi9 Pandas Profiling

Dataset statistics

Number of variables	13
Number of observations	174
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	19.8 KiB
Average record size in memory	116.8 B

Variable types

Text	1
Numeric	12

Dataset

Description	대검찰청에서 발간하는 범죄분석은 3종의 범죄통계원표를 기반으로 작성하는 자료이며 이 중 본 데이터는 서울동부지방검찰청이 관할하는 범죄 발생 검거상황과 관련된 통계임
Author	대검찰청
URL	https://www.data.go.kr/data/15084754/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 6 other fields	High correlation
`직수_인지_여자검거인원(명)` is highly overall correlated with `직수_인지_발생건수(건)` and 2 other fields	High correlation
`직수_인지_미상검거인원(명)` is highly overall correlated with `직수_인지_발생건수(건)` and 2 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 6 other fields	High correlation
`지휘관할_미상검거인원(명)` is highly overall correlated with `직수_인지_발생건수(건)` and 6 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 84 (48.3%) zeros	Zeros
`직수_인지_검거건수(건)` has 88 (50.6%) zeros	Zeros
`직수_인지_남자검거인원(명)` has 95 (54.6%) zeros	Zeros
`직수_인지_여자검거인원(명)` has 136 (78.2%) zeros	Zeros
`직수_인지_미상검거인원(명)` has 147 (84.5%) zeros	Zeros
`직수_인지_법인(개)` has 157 (90.2%) zeros	Zeros
`지휘관할_검거건수(건)` has 2 (1.1%) zeros	Zeros
`지휘관할_남자검거인원(명)` has 6 (3.4%) zeros	Zeros
`지휘관할_여자검거인원(명)` has 34 (19.5%) zeros	Zeros
`지휘관할_미상검거인원(명)` has 108 (62.1%) zeros	Zeros
`지휘관할_법인(개)` has 117 (67.2%) zeros	Zeros

Reproduction

Analysis started	2023-12-12 20:40:19.128406
Analysis finished	2023-12-12 20:40:35.611766
Duration	16.48 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

범죄분류
Text

UNIQUE

Distinct	174
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	1.5 KiB

Length

Max length	26
Median length	23
Mean length	8.0114943
Min length	2

Characters and Unicode

Total characters	1394
Distinct characters	228
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	174 ?
Unique (%)	100.0%

Sample

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

Value	Count	Frequency (%)
관한법률	21	7.8%
및	16	5.9%
마약류관리에	3	1.1%
보호에	2	0.7%
규제에	2	0.7%
처벌등에	2	0.7%
성보호에	2	0.7%
규제	2	0.7%
아동·청소년의	2	0.7%
관리에	2	0.7%
Other values (215)	215	79.9%

Most occurring characters

Value	Count	Frequency (%)
법	100	7.2%
	95	6.8%
관	49	3.5%
한	31	2.2%
에	30	2.2%
률	26	1.9%
보	24	1.7%
등	22	1.6%
사	22	1.6%
의	22	1.6%
Other values (218)	973	69.8%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	1252	89.8%
Space Separator	95	6.8%
Other Punctuation	17	1.2%
Close Punctuation	15	1.1%
Open Punctuation	15	1.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
법	100	8.0%
관	49	3.9%
한	31	2.5%
에	30	2.4%
률	26	2.1%
보	24	1.9%
등	22	1.8%
사	22	1.8%
의	22	1.8%
리	21	1.7%
Other values (212)	905	72.3%

Other Punctuation

Value	Count	Frequency (%)
,	10	58.8%
·	5	29.4%
/	2	11.8%

Space Separator

Value	Count	Frequency (%)
	95	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	1252	89.8%
Common	142	10.2%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
법	100	8.0%
관	49	3.9%
한	31	2.5%
에	30	2.4%
률	26	2.1%
보	24	1.9%
등	22	1.8%
사	22	1.8%
의	22	1.8%
리	21	1.7%
Other values (212)	905	72.3%

Common

Value	Count	Frequency (%)
	95	66.9%
)	15	10.6%
(	15	10.6%
,	10	7.0%
·	5	3.5%
/	2	1.4%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	1252	89.8%
ASCII	137	9.8%
None	5	0.4%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
법	100	8.0%
관	49	3.9%
한	31	2.5%
에	30	2.4%
률	26	2.1%
보	24	1.9%
등	22	1.8%
사	22	1.8%
의	22	1.8%
리	21	1.7%
Other values (212)	905	72.3%

ASCII

Value	Count	Frequency (%)
	95	69.3%
)	15	10.9%
(	15	10.9%
,	10	7.3%
/	2	1.5%

None

Value	Count	Frequency (%)
·	5	100.0%

직수_인지_발생건수(건)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	29
Distinct (%)	16.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	9.3218391

Minimum	0
Maximum	533
Zeros	84
Zeros (%)	48.3%
Negative	0
Negative (%)	0.0%
Memory size	1.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	4
95-th percentile	31.45
Maximum	533
Range	533
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	43.270087
Coefficient of variation (CV)	4.6417973
Kurtosis	125.90411
Mean	9.3218391
Median Absolute Deviation (MAD)	1
Skewness	10.599632
Sum	1622
Variance	1872.3004
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=29)

Value	Count	Frequency (%)
0	84	48.3%
1	25	14.4%
2	9	5.2%
3	9	5.2%
8	5	2.9%
7	5	2.9%
4	4	2.3%
5	4	2.3%
9	3	1.7%
10	3	1.7%
Other values (19)	23	13.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	84	48.3%
1	25	14.4%
2	9	5.2%
3	9	5.2%
4	4	2.3%
5	4	2.3%
6	1	0.6%
7	5	2.9%
8	5	2.9%
9	3	1.7%

Value	Count	Frequency (%)
533	1	0.6%
135	1	0.6%
83	1	0.6%
76	1	0.6%
72	1	0.6%
66	1	0.6%
53	1	0.6%
52	1	0.6%
36	1	0.6%
29	2	1.1%

직수_인지_검거건수(건)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	24
Distinct (%)	13.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.8563218

Minimum	0
Maximum	456
Zeros	88
Zeros (%)	50.6%
Negative	0
Negative (%)	0.0%
Memory size	1.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	3
95-th percentile	22
Maximum	456
Range	456
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	35.79949
Coefficient of variation (CV)	5.2213842
Kurtosis	145.35271
Mean	6.8563218
Median Absolute Deviation (MAD)	0
Skewness	11.632423
Sum	1193
Variance	1281.6035
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=24)

Value	Count	Frequency (%)
0	88	50.6%
1	27	15.5%
3	10	5.7%
2	9	5.2%
8	5	2.9%
6	3	1.7%
5	3	1.7%
12	3	1.7%
22	3	1.7%
7	3	1.7%
Other values (14)	20	11.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	88	50.6%
1	27	15.5%
2	9	5.2%
3	10	5.7%
4	2	1.1%
5	3	1.7%
6	3	1.7%
7	3	1.7%
8	5	2.9%
9	1	0.6%

Value	Count	Frequency (%)
456	1	0.6%
70	1	0.6%
63	1	0.6%
56	1	0.6%
51	1	0.6%
41	1	0.6%
24	2	1.1%
22	3	1.7%
19	2	1.1%
17	1	0.6%

직수_인지_남자검거인원(명)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	26
Distinct (%)	14.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	9.4482759

Minimum	0
Maximum	941
Zeros	95
Zeros (%)	54.6%
Negative	0
Negative (%)	0.0%
Memory size	1.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	3
95-th percentile	25.7
Maximum	941
Range	941
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	71.779006
Coefficient of variation (CV)	7.597048
Kurtosis	166.72415
Mean	9.4482759
Median Absolute Deviation (MAD)	0
Skewness	12.790761
Sum	1644
Variance	5152.2256
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=26)

Value	Count	Frequency (%)
0	95	54.6%
1	20	11.5%
2	12	6.9%
4	9	5.2%
3	5	2.9%
5	4	2.3%
10	4	2.3%
14	3	1.7%
7	3	1.7%
16	2	1.1%
Other values (16)	17	9.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	95	54.6%
1	20	11.5%
2	12	6.9%
3	5	2.9%
4	9	5.2%
5	4	2.3%
6	1	0.6%
7	3	1.7%
8	1	0.6%
9	2	1.1%

Value	Count	Frequency (%)
941	1	0.6%
85	1	0.6%
55	1	0.6%
44	1	0.6%
41	1	0.6%
34	1	0.6%
33	1	0.6%
30	1	0.6%
27	1	0.6%
25	1	0.6%

직수_인지_여자검거인원(명)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	12
Distinct (%)	6.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.2183908

Minimum	0
Maximum	100
Zeros	136
Zeros (%)	78.2%
Negative	0
Negative (%)	0.0%
Memory size	1.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	3
Maximum	100
Range	100
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	7.8805024
Coefficient of variation (CV)	6.4679596
Kurtosis	145.03067
Mean	1.2183908
Median Absolute Deviation (MAD)	0
Skewness	11.66009
Sum	212
Variance	62.102319
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
0	136	78.2%
1	20	11.5%
2	8	4.6%
3	2	1.1%
100	1	0.6%
9	1	0.6%
13	1	0.6%
4	1	0.6%
6	1	0.6%
22	1	0.6%
Other values (2)	2	1.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	136	78.2%
1	20	11.5%
2	8	4.6%
3	2	1.1%
4	1	0.6%
5	1	0.6%
6	1	0.6%
9	1	0.6%
11	1	0.6%
13	1	0.6%

Value	Count	Frequency (%)
100	1	0.6%
22	1	0.6%
13	1	0.6%
11	1	0.6%
9	1	0.6%
6	1	0.6%
5	1	0.6%
4	1	0.6%
3	2	1.1%
2	8	4.6%

직수_인지_미상검거인원(명)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	16
Distinct (%)	9.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.0862069

Minimum	0
Maximum	80
Zeros	147
Zeros (%)	84.5%
Negative	0
Negative (%)	0.0%
Memory size	1.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	6.7
Maximum	80
Range	80
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	9.2429342
Coefficient of variation (CV)	4.4304974
Kurtosis	40.531814
Mean	2.0862069
Median Absolute Deviation (MAD)	0
Skewness	6.0599732
Sum	363
Variance	85.431832
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
0	147	84.5%
2	5	2.9%
1	5	2.9%
4	3	1.7%
6	2	1.1%
3	2	1.1%
31	1	0.6%
22	1	0.6%
30	1	0.6%
9	1	0.6%
Other values (6)	6	3.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	147	84.5%
1	5	2.9%
2	5	2.9%
3	2	1.1%
4	3	1.7%
5	1	0.6%
6	2	1.1%
8	1	0.6%
9	1	0.6%
22	1	0.6%

Value	Count	Frequency (%)
80	1	0.6%
55	1	0.6%
53	1	0.6%
31	1	0.6%
30	1	0.6%
25	1	0.6%
22	1	0.6%
9	1	0.6%
8	1	0.6%
6	2	1.1%

직수_인지_법인(개)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	8
Distinct (%)	4.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.35632184

Minimum	0
Maximum	17
Zeros	157
Zeros (%)	90.2%
Negative	0
Negative (%)	0.0%
Memory size	1.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	2
Maximum	17
Range	17
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1.6445883
Coefficient of variation (CV)	4.6154576
Kurtosis	65.132826
Mean	0.35632184
Median Absolute Deviation (MAD)	0
Skewness	7.3723723
Sum	62
Variance	2.7046708
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0	157	90.2%
2	8	4.6%
1	4	2.3%
17	1	0.6%
6	1	0.6%
8	1	0.6%
7	1	0.6%
4	1	0.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	157	90.2%
1	4	2.3%
2	8	4.6%
4	1	0.6%
6	1	0.6%
7	1	0.6%
8	1	0.6%
17	1	0.6%

Value	Count	Frequency (%)
17	1	0.6%
8	1	0.6%
7	1	0.6%
6	1	0.6%
4	1	0.6%
2	8	4.6%
1	4	2.3%
0	157	90.2%

지휘관할_발생건수(건)
Real number (ℝ)

HIGH CORRELATION

Distinct	100
Distinct (%)	57.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	312.03448

Minimum	0
Maximum	7961
Zeros	1
Zeros (%)	0.6%
Negative	0
Negative (%)	0.0%
Memory size	1.7 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	6.25
median	27
Q3	132.25
95-th percentile	1152.35
Maximum	7961
Range	7961
Interquartile range (IQR)	126

Descriptive statistics

Standard deviation	1052.686
Coefficient of variation (CV)	3.3736209
Kurtosis	31.628251
Mean	312.03448
Median Absolute Deviation (MAD)	25
Skewness	5.4537213
Sum	54294
Variance	1108147.9
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	11	6.3%
5	9	5.2%
2	9	5.2%
9	5	2.9%
12	5	2.9%
6	5	2.9%
14	5	2.9%
3	5	2.9%
10	4	2.3%
4	4	2.3%
Other values (90)	112	64.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	0.6%
1	11	6.3%
2	9	5.2%
3	5	2.9%
4	4	2.3%
5	9	5.2%
6	5	2.9%
7	1	0.6%
8	2	1.1%
9	5	2.9%

Value	Count	Frequency (%)
7961	1	0.6%
7025	1	0.6%
5605	1	0.6%
5540	1	0.6%
3209	1	0.6%
3010	1	0.6%
1702	1	0.6%
1381	1	0.6%
1205	1	0.6%
1124	1	0.6%

지휘관할_검거건수(건)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	93
Distinct (%)	53.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	245.21839

Minimum	0
Maximum	6024
Zeros	2
Zeros (%)	1.1%
Negative	0
Negative (%)	0.0%
Memory size	1.7 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	5.25
median	23
Q3	88.5
95-th percentile	1000.35
Maximum	6024
Range	6024
Interquartile range (IQR)	83.25

Descriptive statistics

Standard deviation	821.74581
Coefficient of variation (CV)	3.3510774
Kurtosis	31.642635
Mean	245.21839
Median Absolute Deviation (MAD)	20
Skewness	5.4748253
Sum	42668
Variance	675266.17
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	15	8.6%
5	9	5.2%
2	7	4.0%
14	7	4.0%
3	6	3.4%
13	5	2.9%
4	5	2.9%
11	5	2.9%
8	4	2.3%
23	4	2.3%
Other values (83)	107	61.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2	1.1%
1	15	8.6%
2	7	4.0%
3	6	3.4%
4	5	2.9%
5	9	5.2%
6	3	1.7%
7	3	1.7%
8	4	2.3%
9	3	1.7%

Value	Count	Frequency (%)
6024	1	0.6%
5357	1	0.6%
5283	1	0.6%
3512	1	0.6%
3272	1	0.6%
1255	1	0.6%
1151	1	0.6%
1121	1	0.6%
1079	1	0.6%
958	1	0.6%

지휘관할_남자검거인원(명)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	98
Distinct (%)	56.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	246.90805

Minimum	0
Maximum	6785
Zeros	6
Zeros (%)	3.4%
Negative	0
Negative (%)	0.0%
Memory size	1.7 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	7
median	25.5
Q3	99.5
95-th percentile	901.4
Maximum	6785
Range	6785
Interquartile range (IQR)	92.5

Descriptive statistics

Standard deviation	842.53685
Coefficient of variation (CV)	3.4123507
Kurtosis	40.248019
Mean	246.90805
Median Absolute Deviation (MAD)	22.5
Skewness	6.064518
Sum	42962
Variance	709868.34
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	11	6.3%
6	8	4.6%
7	7	4.0%
4	6	3.4%
14	6	3.4%
0	6	3.4%
2	5	2.9%
13	4	2.3%
3	4	2.3%
10	4	2.3%
Other values (88)	113	64.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	6	3.4%
1	11	6.3%
2	5	2.9%
3	4	2.3%
4	6	3.4%
5	3	1.7%
6	8	4.6%
7	7	4.0%
8	1	0.6%
9	3	1.7%

Value	Count	Frequency (%)
6785	1	0.6%
6373	1	0.6%
4491	1	0.6%
2985	1	0.6%
2510	1	0.6%
1313	1	0.6%
1151	1	0.6%
1097	1	0.6%
917	1	0.6%
893	1	0.6%

지휘관할_여자검거인원(명)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	63
Distinct (%)	36.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	60.551724

Minimum	0
Maximum	1686
Zeros	34
Zeros (%)	19.5%
Negative	0
Negative (%)	0.0%
Memory size	1.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	4
Q3	28.5
95-th percentile	251.2
Maximum	1686
Range	1686
Interquartile range (IQR)	27.5

Descriptive statistics

Standard deviation	200.58667
Coefficient of variation (CV)	3.31265
Kurtosis	35.636975
Mean	60.551724
Median Absolute Deviation (MAD)	4
Skewness	5.6555887
Sum	10536
Variance	40235.012
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	34	19.5%
1	28	16.1%
3	11	6.3%
2	9	5.2%
4	7	4.0%
9	6	3.4%
5	5	2.9%
13	4	2.3%
7	4	2.3%
18	4	2.3%
Other values (53)	62	35.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	34	19.5%
1	28	16.1%
2	9	5.2%
3	11	6.3%
4	7	4.0%
5	5	2.9%
6	3	1.7%
7	4	2.3%
8	1	0.6%
9	6	3.4%

Value	Count	Frequency (%)
1686	1	0.6%
1200	1	0.6%
1059	1	0.6%
908	1	0.6%
783	1	0.6%
328	1	0.6%
322	1	0.6%
274	1	0.6%
272	1	0.6%
240	1	0.6%

지휘관할_미상검거인원(명)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	24
Distinct (%)	13.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.0862069

Minimum	0
Maximum	152
Zeros	108
Zeros (%)	62.1%
Negative	0
Negative (%)	0.0%
Memory size	1.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	2
95-th percentile	34
Maximum	152
Range	152
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	21.925743
Coefficient of variation (CV)	3.60253
Kurtosis	29.891756
Mean	6.0862069
Median Absolute Deviation (MAD)	0
Skewness	5.2689035
Sum	1059
Variance	480.73819
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=24)

Value	Count	Frequency (%)
0	108	62.1%
1	20	11.5%
2	14	8.0%
3	9	5.2%
34	2	1.1%
9	2	1.1%
5	2	1.1%
6	1	0.6%
37	1	0.6%
68	1	0.6%
Other values (14)	14	8.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	108	62.1%
1	20	11.5%
2	14	8.0%
3	9	5.2%
5	2	1.1%
6	1	0.6%
7	1	0.6%
9	2	1.1%
10	1	0.6%
11	1	0.6%

Value	Count	Frequency (%)
152	1	0.6%
147	1	0.6%
144	1	0.6%
84	1	0.6%
68	1	0.6%
57	1	0.6%
41	1	0.6%
37	1	0.6%
34	2	1.1%
32	1	0.6%

지휘관할_법인(개)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	16
Distinct (%)	9.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.0114943

Minimum	0
Maximum	137
Zeros	117
Zeros (%)	67.2%
Negative	0
Negative (%)	0.0%
Memory size	1.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	7.35
Maximum	137
Range	137
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	12.532957
Coefficient of variation (CV)	4.1617071
Kurtosis	78.566622
Mean	3.0114943
Median Absolute Deviation (MAD)	0
Skewness	8.1130992
Sum	524
Variance	157.07501
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
0	117	67.2%
1	14	8.0%
2	12	6.9%
7	6	3.4%
4	5	2.9%
3	5	2.9%
5	3	1.7%
6	3	1.7%
44	2	1.1%
24	1	0.6%
Other values (6)	6	3.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	117	67.2%
1	14	8.0%
2	12	6.9%
3	5	2.9%
4	5	2.9%
5	3	1.7%
6	3	1.7%
7	6	3.4%
8	1	0.6%
11	1	0.6%

Value	Count	Frequency (%)
137	1	0.6%
53	1	0.6%
44	2	1.1%
41	1	0.6%
24	1	0.6%
14	1	0.6%
11	1	0.6%
8	1	0.6%
7	6	3.4%
6	3	1.7%

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	0.877	1.000	0.975	0.802	0.810	0.781	0.791	0.585	0.754	0.655	0.607
직수_인지_검거건수(건)	0.877	1.000	1.000	0.860	0.928	0.971	0.970	0.971	0.836	0.825	0.617	0.554
직수_인지_남자검거인원(명)	1.000	1.000	1.000	1.000	0.882	1.000	1.000	1.000	0.882	1.000	0.515	0.461
직수_인지_여자검거인원(명)	0.975	0.860	1.000	1.000	0.865	0.836	0.737	0.836	0.562	0.797	0.603	0.553
직수_인지_미상검거인원(명)	0.802	0.928	0.882	0.865	1.000	0.899	0.578	0.890	0.541	0.711	0.848	0.505
직수_인지_법인(개)	0.810	0.971	1.000	0.836	0.899	1.000	0.761	0.935	0.736	0.801	0.579	0.685
지휘관할_발생건수(건)	0.781	0.970	1.000	0.737	0.578	0.761	1.000	0.975	0.999	0.940	0.642	0.385
지휘관할_검거건수(건)	0.791	0.971	1.000	0.836	0.890	0.935	0.975	1.000	0.982	0.934	0.579	0.510
지휘관할_남자검거인원(명)	0.585	0.836	0.882	0.562	0.541	0.736	0.999	0.982	1.000	0.913	0.515	0.208
지휘관할_여자검거인원(명)	0.754	0.825	1.000	0.797	0.711	0.801	0.940	0.934	0.913	1.000	0.824	0.522
지휘관할_미상검거인원(명)	0.655	0.617	0.515	0.603	0.848	0.579	0.642	0.579	0.515	0.824	1.000	0.494
지휘관할_법인(개)	0.607	0.554	0.461	0.553	0.505	0.685	0.385	0.510	0.208	0.522	0.494	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	0.979	0.892	0.619	0.576	0.390	0.603	0.578	0.578	0.539	0.513	0.301
직수_인지_검거건수(건)	0.979	1.000	0.893	0.632	0.554	0.401	0.594	0.571	0.567	0.540	0.507	0.303
직수_인지_남자검거인원(명)	0.892	0.893	1.000	0.576	0.498	0.410	0.599	0.584	0.596	0.545	0.494	0.286
직수_인지_여자검거인원(명)	0.619	0.632	0.576	1.000	0.449	0.355	0.417	0.398	0.381	0.441	0.344	0.271
직수_인지_미상검거인원(명)	0.576	0.554	0.498	0.449	1.000	0.362	0.377	0.351	0.356	0.360	0.662	0.235
직수_인지_법인(개)	0.390	0.401	0.410	0.355	0.362	1.000	0.207	0.203	0.199	0.144	0.261	0.518
지휘관할_발생건수(건)	0.603	0.594	0.599	0.417	0.377	0.207	1.000	0.971	0.954	0.789	0.527	0.326
지휘관할_검거건수(건)	0.578	0.571	0.584	0.398	0.351	0.203	0.971	1.000	0.974	0.812	0.519	0.339
지휘관할_남자검거인원(명)	0.578	0.567	0.596	0.381	0.356	0.199	0.954	0.974	1.000	0.799	0.534	0.341
지휘관할_여자검거인원(명)	0.539	0.540	0.545	0.441	0.360	0.144	0.789	0.812	0.799	1.000	0.534	0.345
지휘관할_미상검거인원(명)	0.513	0.507	0.494	0.344	0.662	0.261	0.527	0.519	0.534	0.534	1.000	0.391
지휘관할_법인(개)	0.301	0.303	0.286	0.271	0.235	0.518	0.326	0.339	0.341	0.345	0.391	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	8	6	4	1	2	2	7025	3512	2510	1059	28	2
1	불법사용	0	0	0	0	0	0	10	9	14	0	0	0
2	침입절도	1	1	0	0	0	0	185	172	98	9	0	0
3	장물	1	1	1	0	0	0	61	38	87	13	0	0
4	사기	533	456	941	100	55	17	7961	6024	6785	1686	144	44
5	컴퓨터등사용사기	2	2	2	0	0	0	139	63	55	20	1	0
6	부당이득	0	0	0	0	0	0	3	1	7	3	0	0
7	편의시설부정이용	0	0	0	0	0	0	5	14	10	4	1	2
8	전기통신금융사기피해금환급에관한특별법	1	1	1	0	0	0	63	22	18	6	0	0
9	보험사기방지특별법	0	0	1	0	0	0	38	51	111	53	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)
164	특허법	0	0	0	0	0	0	6	5	12	1	1	3
165	폐기물관리법	24	22	10	1	0	7	26	23	11	1	0	7
166	풍속영업의 규제에 관한법률	0	0	0	0	0	0	13	13	17	9	0	0
167	하천법	0	0	0	0	0	0	2	2	1	1	0	0
168	학교보건법	0	0	0	0	0	0	9	9	5	4	0	0
169	학원의설립운영 및 과외교습에 관한법률	0	0	0	0	0	0	24	24	13	15	0	0
170	화물자동차 운수사업법	0	0	0	0	0	0	133	127	160	9	0	1
171	화재예방·소방시설설치유지 및 안전관리에 관한법률	0	0	0	0	0	0	1	1	3	1	0	0
172	화학물질관리법	0	0	0	0	0	0	4	4	6	1	0	0
173	기타특별법	83	63	27	11	22	4	1381	1255	1097	783	37	53

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

Hangul

ASCII

None

Interactions

Correlations

Missing values

Sample