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 창원지방검찰청이 관할하는 범죄 발생의 검거상황과 관련된 통계임
Author	대검찰청
URL	https://www.data.go.kr/data/15084773/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 7 other fields	High correlation
`직수_인지_여자검거인원(명)` is highly overall correlated with `직수_인지_발생건수(건)` and 4 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 `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 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 76 (40.0%) zeros	Zeros
`직수_인지_검거건수(건)` has 75 (39.5%) zeros	Zeros
`직수_인지_남자검거인원(명)` has 89 (46.8%) zeros	Zeros
`직수_인지_여자검거인원(명)` has 137 (72.1%) zeros	Zeros
`직수_인지_미상검거인원(명)` has 153 (80.5%) zeros	Zeros
`직수_인지_법인(개)` has 165 (86.8%) zeros	Zeros
`지휘관할_발생건수(건)` has 2 (1.1%) zeros	Zeros
`지휘관할_남자검거인원(명)` has 3 (1.6%) zeros	Zeros
`지휘관할_여자검거인원(명)` has 31 (16.3%) zeros	Zeros
`지휘관할_미상검거인원(명)` has 112 (58.9%) zeros	Zeros
`지휘관할_법인(개)` has 113 (59.5%) zeros	Zeros

Reproduction

Analysis started	2023-12-12 23:01:01.026348
Analysis finished	2023-12-12 23:01:15.352573
Duration	14.33 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	26
Median length	23
Mean length	8.0842105
Min length	2

Characters and Unicode

Total characters	1536
Distinct characters	243
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	25	8.3%
및	20	6.6%
관리에	4	1.3%
마약류관리에	3	1.0%
아동·청소년의	2	0.7%
성보호에	2	0.7%
처벌등에	2	0.7%
규제	2	0.7%
안전관리에	2	0.7%
이용에	2	0.7%
Other values (236)	237	78.7%

Most occurring characters

Value	Count	Frequency (%)
법	112	7.3%
	111	7.2%
관	62	4.0%
한	35	2.3%
에	34	2.2%
률	30	2.0%
리	29	1.9%
의	26	1.7%
등	23	1.5%
사	23	1.5%
Other values (233)	1051	68.4%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	1376	89.6%
Space Separator	111	7.2%
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	112	8.1%
관	62	4.5%
한	35	2.5%
에	34	2.5%
률	30	2.2%
리	29	2.1%
의	26	1.9%
등	23	1.7%
사	23	1.7%
보	22	1.6%
Other values (227)	980	71.2%

Other Punctuation

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

Space Separator

Value	Count	Frequency (%)
	111	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	1376	89.6%
Common	160	10.4%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
법	112	8.1%
관	62	4.5%
한	35	2.5%
에	34	2.5%
률	30	2.2%
리	29	2.1%
의	26	1.9%
등	23	1.7%
사	23	1.7%
보	22	1.6%
Other values (227)	980	71.2%

Common

Value	Count	Frequency (%)
	111	69.4%
)	15	9.4%
(	15	9.4%
,	10	6.2%
·	7	4.4%
/	2	1.2%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	1376	89.6%
ASCII	153	10.0%
None	7	0.5%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
법	112	8.1%
관	62	4.5%
한	35	2.5%
에	34	2.5%
률	30	2.2%
리	29	2.1%
의	26	1.9%
등	23	1.7%
사	23	1.7%
보	22	1.6%
Other values (227)	980	71.2%

ASCII

Value	Count	Frequency (%)
	111	72.5%
)	15	9.8%
(	15	9.8%
,	10	6.5%
/	2	1.3%

None

Value	Count	Frequency (%)
·	7	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	10.494737

Minimum	0
Maximum	283
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	7
95-th percentile	45.5
Maximum	283
Range	283
Interquartile range (IQR)	7

Descriptive statistics

Standard deviation	30.806058
Coefficient of variation (CV)	2.9353816
Kurtosis	43.490379
Mean	10.494737
Median Absolute Deviation (MAD)	1
Skewness	6.0043324
Sum	1994
Variance	949.0132
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=40)

Value	Count	Frequency (%)
0	76	40.0%
1	24	12.6%
2	16	8.4%
5	10	5.3%
3	5	2.6%
6	5	2.6%
4	5	2.6%
15	4	2.1%
8	4	2.1%
7	3	1.6%
Other values (30)	38	20.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	76	40.0%
1	24	12.6%
2	16	8.4%
3	5	2.6%
4	5	2.6%
5	10	5.3%
6	5	2.6%
7	3	1.6%
8	4	2.1%
9	2	1.1%

Value	Count	Frequency (%)
283	1	0.5%
217	1	0.5%
115	1	0.5%
109	1	0.5%
91	1	0.5%
90	1	0.5%
81	1	0.5%
69	1	0.5%
54	1	0.5%
50	1	0.5%

직수_인지_검거건수(건)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	37
Distinct (%)	19.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	9.3578947

Minimum	0
Maximum	239
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	36.85
Maximum	239
Range	239
Interquartile range (IQR)	7

Descriptive statistics

Standard deviation	26.845005
Coefficient of variation (CV)	2.8687013
Kurtosis	39.705455
Mean	9.3578947
Median Absolute Deviation (MAD)	1
Skewness	5.7682404
Sum	1778
Variance	720.6543
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=37)

Value	Count	Frequency (%)
0	75	39.5%
1	27	14.2%
2	16	8.4%
5	11	5.8%
7	8	4.2%
3	5	2.6%
4	4	2.1%
14	3	1.6%
11	3	1.6%
9	2	1.1%
Other values (27)	36	18.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	75	39.5%
1	27	14.2%
2	16	8.4%
3	5	2.6%
4	4	2.1%
5	11	5.8%
6	2	1.1%
7	8	4.2%
8	2	1.1%
9	2	1.1%

Value	Count	Frequency (%)
239	1	0.5%
188	1	0.5%
109	1	0.5%
104	1	0.5%
90	1	0.5%
75	1	0.5%
74	1	0.5%
53	1	0.5%
49	1	0.5%
40	1	0.5%

직수_인지_남자검거인원(명)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	31
Distinct (%)	16.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7.4736842

Minimum	0
Maximum	273
Zeros	89
Zeros (%)	46.8%
Negative	0
Negative (%)	0.0%
Memory size	1.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	5
95-th percentile	29
Maximum	273
Range	273
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	24.575482
Coefficient of variation (CV)	3.2882688
Kurtosis	74.682851
Mean	7.4736842
Median Absolute Deviation (MAD)	1
Skewness	7.6946026
Sum	1420
Variance	603.95433
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=31)

Value	Count	Frequency (%)
0	89	46.8%
1	23	12.1%
3	13	6.8%
2	10	5.3%
5	9	4.7%
6	5	2.6%
12	5	2.6%
4	4	2.1%
9	4	2.1%
13	3	1.6%
Other values (21)	25	13.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	89	46.8%
1	23	12.1%
2	10	5.3%
3	13	6.8%
4	4	2.1%
5	9	4.7%
6	5	2.6%
7	1	0.5%
9	4	2.1%
10	2	1.1%

Value	Count	Frequency (%)
273	1	0.5%
112	1	0.5%
87	1	0.5%
75	1	0.5%
74	1	0.5%
64	1	0.5%
57	1	0.5%
46	1	0.5%
41	1	0.5%
29	2	1.1%

직수_인지_여자검거인원(명)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	14
Distinct (%)	7.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.3105263

Minimum	0
Maximum	52
Zeros	137
Zeros (%)	72.1%
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	4
Maximum	52
Range	52
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	5.1273099
Coefficient of variation (CV)	3.9124051
Kurtosis	59.342136
Mean	1.3105263
Median Absolute Deviation (MAD)	0
Skewness	7.1095722
Sum	249
Variance	26.289307
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=14)

Value	Count	Frequency (%)
0	137	72.1%
1	25	13.2%
2	9	4.7%
3	7	3.7%
4	3	1.6%
52	1	0.5%
16	1	0.5%
18	1	0.5%
8	1	0.5%
15	1	0.5%
Other values (4)	4	2.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	137	72.1%
1	25	13.2%
2	9	4.7%
3	7	3.7%
4	3	1.6%
5	1	0.5%
6	1	0.5%
8	1	0.5%
15	1	0.5%
16	1	0.5%

Value	Count	Frequency (%)
52	1	0.5%
33	1	0.5%
20	1	0.5%
18	1	0.5%
16	1	0.5%
15	1	0.5%
8	1	0.5%
6	1	0.5%
5	1	0.5%
4	3	1.6%

직수_인지_미상검거인원(명)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	17
Distinct (%)	8.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.1842105

Minimum	0
Maximum	108
Zeros	153
Zeros (%)	80.5%
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	9
Maximum	108
Range	108
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	10.064489
Coefficient of variation (CV)	4.6078381
Kurtosis	71.923591
Mean	2.1842105
Median Absolute Deviation (MAD)	0
Skewness	7.8315914
Sum	415
Variance	101.29393
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=17)

Value	Count	Frequency (%)
0	153	80.5%
1	12	6.3%
6	5	2.6%
2	5	2.6%
9	2	1.1%
4	2	1.1%
20	1	0.5%
5	1	0.5%
12	1	0.5%
8	1	0.5%
Other values (7)	7	3.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	153	80.5%
1	12	6.3%
2	5	2.6%
4	2	1.1%
5	1	0.5%
6	5	2.6%
8	1	0.5%
9	2	1.1%
11	1	0.5%
12	1	0.5%

Value	Count	Frequency (%)
108	1	0.5%
61	1	0.5%
42	1	0.5%
29	1	0.5%
26	1	0.5%
20	1	0.5%
15	1	0.5%
12	1	0.5%
11	1	0.5%
9	2	1.1%

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	0.5

Minimum	0
Maximum	16
Zeros	165
Zeros (%)	86.8%
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	1.55
Maximum	16
Range	16
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	2.1200729
Coefficient of variation (CV)	4.2401457
Kurtosis	33.046674
Mean	0.5
Median Absolute Deviation (MAD)	0
Skewness	5.6311741
Sum	95
Variance	4.494709
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
0	165	86.8%
1	15	7.9%
13	3	1.6%
4	2	1.1%
5	1	0.5%
2	1	0.5%
3	1	0.5%
16	1	0.5%
7	1	0.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	165	86.8%
1	15	7.9%
2	1	0.5%
3	1	0.5%
4	2	1.1%
5	1	0.5%
7	1	0.5%
13	3	1.6%
16	1	0.5%

Value	Count	Frequency (%)
16	1	0.5%
13	3	1.6%
7	1	0.5%
5	1	0.5%
4	2	1.1%
3	1	0.5%
2	1	0.5%
1	15	7.9%
0	165	86.8%

지휘관할_발생건수(건)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	132
Distinct (%)	69.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	556.88947

Minimum	0
Maximum	14484
Zeros	2
Zeros (%)	1.1%
Negative	0
Negative (%)	0.0%
Memory size	1.8 KiB

Quantile statistics

Minimum	0
5-th percentile	2
Q1	15.25
median	61.5
Q3	233.75
95-th percentile	2310.85
Maximum	14484
Range	14484
Interquartile range (IQR)	218.5

Descriptive statistics

Standard deviation	1865.2404
Coefficient of variation (CV)	3.3493906
Kurtosis	34.775532
Mean	556.88947
Median Absolute Deviation (MAD)	55.5
Skewness	5.6510831
Sum	105809
Variance	3479121.6
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	6	3.2%
4	6	3.2%
2	5	2.6%
6	5	2.6%
3	4	2.1%
8	4	2.1%
18	4	2.1%
38	4	2.1%
9	4	2.1%
11	3	1.6%
Other values (122)	145	76.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2	1.1%
1	6	3.2%
2	5	2.6%
3	4	2.1%
4	6	3.2%
5	1	0.5%
6	5	2.6%
7	1	0.5%
8	4	2.1%
9	4	2.1%

Value	Count	Frequency (%)
14484	1	0.5%
13882	1	0.5%
9694	1	0.5%
9077	1	0.5%
7322	1	0.5%
4015	1	0.5%
3465	1	0.5%
3325	1	0.5%
2890	1	0.5%
2431	1	0.5%

지휘관할_검거건수(건)
Real number (ℝ)

HIGH CORRELATION

Distinct	122
Distinct (%)	64.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	489.74737

Minimum	1
Maximum	14502
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.8 KiB

Quantile statistics

Minimum	1
5-th percentile	2
Q1	13
median	50
Q3	210.5
95-th percentile	1790.75
Maximum	14502
Range	14501
Interquartile range (IQR)	197.5

Descriptive statistics

Standard deviation	1685.6302
Coefficient of variation (CV)	3.4418361
Kurtosis	39.805187
Mean	489.74737
Median Absolute Deviation (MAD)	45
Skewness	5.9833635
Sum	93052
Variance	2841349.1
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	7	3.7%
2	6	3.2%
4	5	2.6%
3	4	2.1%
8	4	2.1%
7	4	2.1%
6	4	2.1%
21	4	2.1%
16	3	1.6%
45	3	1.6%
Other values (112)	146	76.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	7	3.7%
2	6	3.2%
3	4	2.1%
4	5	2.6%
5	3	1.6%
6	4	2.1%
7	4	2.1%
8	4	2.1%
9	3	1.6%
10	2	1.1%

Value	Count	Frequency (%)
14502	1	0.5%
11830	1	0.5%
8934	1	0.5%
7018	1	0.5%
6218	1	0.5%
3896	1	0.5%
3404	1	0.5%
3173	1	0.5%
2092	1	0.5%
1811	1	0.5%

지휘관할_남자검거인원(명)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	124
Distinct (%)	65.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	430.67895

Minimum	0
Maximum	12870
Zeros	3
Zeros (%)	1.6%
Negative	0
Negative (%)	0.0%
Memory size	1.8 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	14
median	54
Q3	202.5
95-th percentile	1450.25
Maximum	12870
Range	12870
Interquartile range (IQR)	188.5

Descriptive statistics

Standard deviation	1460.9779
Coefficient of variation (CV)	3.3922667
Kurtosis	39.394705
Mean	430.67895
Median Absolute Deviation (MAD)	48
Skewness	5.9291546
Sum	81829
Variance	2134456.3
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4	9	4.7%
1	8	4.2%
8	6	3.2%
2	5	2.6%
3	4	2.1%
23	4	2.1%
19	4	2.1%
46	3	1.6%
43	3	1.6%
31	3	1.6%
Other values (114)	141	74.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3	1.6%
1	8	4.2%
2	5	2.6%
3	4	2.1%
4	9	4.7%
5	1	0.5%
6	3	1.6%
7	1	0.5%
8	6	3.2%
10	2	1.1%

Value	Count	Frequency (%)
12870	1	0.5%
8824	1	0.5%
8354	1	0.5%
7117	1	0.5%
4815	1	0.5%
3548	1	0.5%
3190	1	0.5%
2642	1	0.5%
1949	1	0.5%
1583	1	0.5%

지휘관할_여자검거인원(명)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	76
Distinct (%)	40.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	96.657895

Minimum	0
Maximum	2638
Zeros	31
Zeros (%)	16.3%
Negative	0
Negative (%)	0.0%
Memory size	1.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2
median	9
Q3	39
95-th percentile	337.1
Maximum	2638
Range	2638
Interquartile range (IQR)	37

Descriptive statistics

Standard deviation	325.58631
Coefficient of variation (CV)	3.36844
Kurtosis	35.738781
Mean	96.657895
Median Absolute Deviation (MAD)	9
Skewness	5.7144595
Sum	18365
Variance	106006.45
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	31	16.3%
2	14	7.4%
1	14	7.4%
6	10	5.3%
4	7	3.7%
3	6	3.2%
5	6	3.2%
9	5	2.6%
20	5	2.6%
19	4	2.1%
Other values (66)	88	46.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	31	16.3%
1	14	7.4%
2	14	7.4%
3	6	3.2%
4	7	3.7%
5	6	3.2%
6	10	5.3%
7	2	1.1%
8	1	0.5%
9	5	2.6%

Value	Count	Frequency (%)
2638	1	0.5%
2296	1	0.5%
1776	1	0.5%
1624	1	0.5%
993	1	0.5%
952	1	0.5%
581	1	0.5%
518	1	0.5%
392	1	0.5%
338	1	0.5%

지휘관할_미상검거인원(명)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	29
Distinct (%)	15.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.7473684

Minimum	0
Maximum	203
Zeros	112
Zeros (%)	58.9%
Negative	0
Negative (%)	0.0%
Memory size	1.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	2.75
95-th percentile	27.2
Maximum	203
Range	203
Interquartile range (IQR)	2.75

Descriptive statistics

Standard deviation	23.430396
Coefficient of variation (CV)	3.4725236
Kurtosis	34.9728
Mean	6.7473684
Median Absolute Deviation (MAD)	0
Skewness	5.5486392
Sum	1282
Variance	548.98346
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=29)

Value	Count	Frequency (%)
0	112	58.9%
1	19	10.0%
2	11	5.8%
5	7	3.7%
4	5	2.6%
8	4	2.1%
9	4	2.1%
3	4	2.1%
12	2	1.1%
11	2	1.1%
Other values (19)	20	10.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	112	58.9%
1	19	10.0%
2	11	5.8%
3	4	2.1%
4	5	2.6%
5	7	3.7%
6	1	0.5%
7	1	0.5%
8	4	2.1%
9	4	2.1%

Value	Count	Frequency (%)
203	1	0.5%
122	1	0.5%
119	1	0.5%
113	2	1.1%
66	1	0.5%
58	1	0.5%
49	1	0.5%
41	1	0.5%
29	1	0.5%
25	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	8.0421053

Minimum	0
Maximum	427
Zeros	113
Zeros (%)	59.5%
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	28.55
Maximum	427
Range	427
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	35.640597
Coefficient of variation (CV)	4.4317497
Kurtosis	104.44148
Mean	8.0421053
Median Absolute Deviation (MAD)	0
Skewness	9.4730914
Sum	1528
Variance	1270.2522
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=33)

Value	Count	Frequency (%)
0	113	59.5%
1	16	8.4%
2	11	5.8%
3	8	4.2%
4	5	2.6%
5	4	2.1%
11	3	1.6%
16	3	1.6%
15	2	1.1%
14	2	1.1%
Other values (23)	23	12.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	113	59.5%
1	16	8.4%
2	11	5.8%
3	8	4.2%
4	5	2.6%
5	4	2.1%
6	1	0.5%
7	1	0.5%
9	1	0.5%
11	3	1.6%

Value	Count	Frequency (%)
427	1	0.5%
167	1	0.5%
138	1	0.5%
59	1	0.5%
55	1	0.5%
50	1	0.5%
49	1	0.5%
47	1	0.5%
44	1	0.5%
29	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	0.987	0.924	0.878	0.806	0.917	0.529	0.846	0.771	0.920	0.862	0.508
직수_인지_검거건수(건)	0.987	1.000	0.882	0.914	0.803	0.924	0.496	0.819	0.722	0.878	0.831	0.389
직수_인지_남자검거인원(명)	0.924	0.882	1.000	0.948	0.810	0.775	0.728	0.682	0.580	0.799	0.622	0.542
직수_인지_여자검거인원(명)	0.878	0.914	0.948	1.000	0.866	0.800	0.732	0.633	0.588	0.708	0.617	0.258
직수_인지_미상검거인원(명)	0.806	0.803	0.810	0.866	1.000	0.664	0.632	0.476	0.339	0.527	0.805	0.000
직수_인지_법인(개)	0.917	0.924	0.775	0.800	0.664	1.000	0.514	0.800	0.761	0.851	0.743	0.665
지휘관할_발생건수(건)	0.529	0.496	0.728	0.732	0.632	0.514	1.000	0.932	0.897	0.834	0.568	0.013
지휘관할_검거건수(건)	0.846	0.819	0.682	0.633	0.476	0.800	0.932	1.000	0.988	0.977	0.683	0.220
지휘관할_남자검거인원(명)	0.771	0.722	0.580	0.588	0.339	0.761	0.897	0.988	1.000	0.973	0.661	0.220
지휘관할_여자검거인원(명)	0.920	0.878	0.799	0.708	0.527	0.851	0.834	0.977	0.973	1.000	0.757	0.508
지휘관할_미상검거인원(명)	0.862	0.831	0.622	0.617	0.805	0.743	0.568	0.683	0.661	0.757	1.000	0.394
지휘관할_법인(개)	0.508	0.389	0.542	0.258	0.000	0.665	0.013	0.220	0.220	0.508	0.394	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	0.989	0.873	0.682	0.585	0.388	0.547	0.543	0.585	0.531	0.545	0.215
직수_인지_검거건수(건)	0.989	1.000	0.870	0.686	0.573	0.402	0.549	0.546	0.589	0.524	0.540	0.233
직수_인지_남자검거인원(명)	0.873	0.870	1.000	0.584	0.513	0.353	0.555	0.553	0.629	0.510	0.480	0.215
직수_인지_여자검거인원(명)	0.682	0.686	0.584	1.000	0.510	0.352	0.450	0.462	0.467	0.566	0.479	0.243
직수_인지_미상검거인원(명)	0.585	0.573	0.513	0.510	1.000	0.243	0.369	0.374	0.396	0.421	0.700	0.102
직수_인지_법인(개)	0.388	0.402	0.353	0.352	0.243	1.000	0.226	0.234	0.257	0.204	0.338	0.540
지휘관할_발생건수(건)	0.547	0.549	0.555	0.450	0.369	0.226	1.000	0.990	0.948	0.806	0.558	0.342
지휘관할_검거건수(건)	0.543	0.546	0.553	0.462	0.374	0.234	0.990	1.000	0.957	0.807	0.564	0.363
지휘관할_남자검거인원(명)	0.585	0.589	0.629	0.467	0.396	0.257	0.948	0.957	1.000	0.796	0.573	0.372
지휘관할_여자검거인원(명)	0.531	0.524	0.510	0.566	0.421	0.204	0.806	0.807	0.796	1.000	0.570	0.319
지휘관할_미상검거인원(명)	0.545	0.540	0.480	0.479	0.700	0.338	0.558	0.564	0.573	0.570	1.000	0.372
지휘관할_법인(개)	0.215	0.233	0.215	0.243	0.102	0.540	0.342	0.363	0.372	0.319	0.372	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	11	9	9	1	6	1	9694	6218	3548	993	15	2
1	불법사용	2	2	3	0	0	0	52	40	37	0	0	0
2	침입절도	3	3	3	0	0	0	673	632	213	20	0	0
3	장물	1	1	1	0	0	0	93	22	43	19	0	0
4	사기	283	239	273	52	29	5	13882	11830	8824	2638	113	24
5	컴퓨터등사용사기	0	0	0	0	0	0	260	102	86	25	2	0
6	부당이득	0	0	0	0	0	0	2	2	2	0	0	0
7	편의시설부정이용	0	0	0	0	0	0	107	82	89	20	2	5
8	전기통신금융사기피해금환급에관한특별법	0	0	0	0	0	0	230	130	60	24	0	0
9	보험사기방지특별법	0	0	0	0	0	0	31	25	26	9	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	특가법(도주차량)	0	0	1	0	0	0	213	206	204	42	1	0
181	특허법	0	0	0	0	0	0	4	4	3	1	0	2
182	폐기물관리법	1	5	0	1	0	1	167	165	159	11	5	59
183	풍속영업의 규제에 관한법률	0	0	0	0	0	0	4	4	5	2	0	0
184	하천법	1	1	0	0	0	0	29	28	31	7	1	0
185	학원의설립운영 및 과외교습에 관한법률	0	0	0	0	0	0	38	38	8	40	0	0
186	화물자동차 운수사업법	2	2	2	0	0	0	63	62	90	5	0	2
187	화재예방·소방시설설치유지 및 안전관리에 관한법률	0	0	0	0	0	0	0	1	1	0	0	0
188	화학물질관리법	0	0	0	0	0	0	101	100	85	9	0	55
189	기타특별법	115	109	112	20	6	13	2160	2092	1949	581	58	167

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