gimi9 Pandas Profiling

Dataset statistics

Number of variables	13
Number of observations	183
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	20.9 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 전주지방검찰청이 관할하는 범죄 발생의 검거상황과 관련된 통계임
Author	대검찰청
URL	https://www.data.go.kr/data/15084776/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 2 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 5 other fields	High correlation
`지휘관할_검거건수(건)` is highly overall correlated with `직수_인지_발생건수(건)` and 5 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 5 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 93 (50.8%) zeros	Zeros
`직수_인지_검거건수(건)` has 100 (54.6%) zeros	Zeros
`직수_인지_남자검거인원(명)` has 97 (53.0%) zeros	Zeros
`직수_인지_여자검거인원(명)` has 138 (75.4%) zeros	Zeros
`직수_인지_미상검거인원(명)` has 157 (85.8%) zeros	Zeros
`직수_인지_법인(개)` has 159 (86.9%) zeros	Zeros
`지휘관할_남자검거인원(명)` has 3 (1.6%) zeros	Zeros
`지휘관할_여자검거인원(명)` has 42 (23.0%) zeros	Zeros
`지휘관할_미상검거인원(명)` has 123 (67.2%) zeros	Zeros
`지휘관할_법인(개)` has 112 (61.2%) zeros	Zeros

Reproduction

Analysis started	2023-12-12 17:03:22.050650
Analysis finished	2023-12-12 17:03:40.280102
Duration	18.23 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

범죄분류
Text

UNIQUE

Distinct	183
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	1.6 KiB

Length

Max length	37
Median length	23
Mean length	8.2185792
Min length	2

Characters and Unicode

Total characters	1504
Distinct characters	240
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	183 ?
Unique (%)	100.0%

Sample

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

Value	Count	Frequency (%)
관한법률	25	8.6%
및	18	6.2%
마약류관리에	3	1.0%
관리에	3	1.0%
규제	2	0.7%
규제에	2	0.7%
처벌등에	2	0.7%
이용에	2	0.7%
안전관리에	2	0.7%
아동·청소년의	2	0.7%
Other values (229)	230	79.0%

Most occurring characters

Value	Count	Frequency (%)
법	111	7.4%
	108	7.2%
관	61	4.1%
에	35	2.3%
한	34	2.3%
률	30	2.0%
리	29	1.9%
의	26	1.7%
등	24	1.6%
사	22	1.5%
Other values (230)	1024	68.1%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	1348	89.6%
Space Separator	108	7.2%
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	111	8.2%
관	61	4.5%
에	35	2.6%
한	34	2.5%
률	30	2.2%
리	29	2.2%
의	26	1.9%
등	24	1.8%
사	22	1.6%
보	22	1.6%
Other values (224)	954	70.8%

Other Punctuation

Value	Count	Frequency (%)
,	10	55.6%
·	7	38.9%
/	1	5.6%

Space Separator

Value	Count	Frequency (%)
	108	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	1348	89.6%
Common	156	10.4%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
법	111	8.2%
관	61	4.5%
에	35	2.6%
한	34	2.5%
률	30	2.2%
리	29	2.2%
의	26	1.9%
등	24	1.8%
사	22	1.6%
보	22	1.6%
Other values (224)	954	70.8%

Common

Value	Count	Frequency (%)
	108	69.2%
)	15	9.6%
(	15	9.6%
,	10	6.4%
·	7	4.5%
/	1	0.6%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	1348	89.6%
ASCII	149	9.9%
None	7	0.5%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
법	111	8.2%
관	61	4.5%
에	35	2.6%
한	34	2.5%
률	30	2.2%
리	29	2.2%
의	26	1.9%
등	24	1.8%
사	22	1.6%
보	22	1.6%
Other values (224)	954	70.8%

ASCII

Value	Count	Frequency (%)
	108	72.5%
)	15	10.1%
(	15	10.1%
,	10	6.7%
/	1	0.7%

None

Value	Count	Frequency (%)
·	7	100.0%

직수_인지_발생건수(건)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	28
Distinct (%)	15.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.0273224

Minimum	0
Maximum	181
Zeros	93
Zeros (%)	50.8%
Negative	0
Negative (%)	0.0%
Memory size	1.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	5
95-th percentile	21.6
Maximum	181
Range	181
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	18.073547
Coefficient of variation (CV)	2.998603
Kurtosis	53.392506
Mean	6.0273224
Median Absolute Deviation (MAD)	0
Skewness	6.55186
Sum	1103
Variance	326.6531
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=28)

Value	Count	Frequency (%)
0	93	50.8%
1	23	12.6%
2	11	6.0%
11	6	3.3%
7	5	2.7%
5	5	2.7%
3	4	2.2%
4	4	2.2%
17	4	2.2%
13	4	2.2%
Other values (18)	24	13.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	93	50.8%
1	23	12.6%
2	11	6.0%
3	4	2.2%
4	4	2.2%
5	5	2.7%
6	3	1.6%
7	5	2.7%
8	2	1.1%
9	1	0.5%

Value	Count	Frequency (%)
181	1	0.5%
95	1	0.5%
85	1	0.5%
67	1	0.5%
53	1	0.5%
42	1	0.5%
34	1	0.5%
29	1	0.5%
24	1	0.5%
22	1	0.5%

직수_인지_검거건수(건)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	26
Distinct (%)	14.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.6939891

Minimum	0
Maximum	118
Zeros	100
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	4
95-th percentile	18.7
Maximum	118
Range	118
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	13.086119
Coefficient of variation (CV)	2.787846
Kurtosis	38.782346
Mean	4.6939891
Median Absolute Deviation (MAD)	0
Skewness	5.6276419
Sum	859
Variance	171.2465
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=26)

Value	Count	Frequency (%)
0	100	54.6%
1	18	9.8%
2	11	6.0%
3	7	3.8%
7	6	3.3%
4	6	3.3%
13	4	2.2%
8	4	2.2%
10	3	1.6%
6	3	1.6%
Other values (16)	21	11.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	100	54.6%
1	18	9.8%
2	11	6.0%
3	7	3.8%
4	6	3.3%
5	2	1.1%
6	3	1.6%
7	6	3.3%
8	4	2.2%
9	2	1.1%

Value	Count	Frequency (%)
118	1	0.5%
82	1	0.5%
54	1	0.5%
50	1	0.5%
46	1	0.5%
42	1	0.5%
26	1	0.5%
22	1	0.5%
20	1	0.5%
19	1	0.5%

직수_인지_남자검거인원(명)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	31
Distinct (%)	16.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.6338798

Minimum	0
Maximum	153
Zeros	97
Zeros (%)	53.0%
Negative	0
Negative (%)	0.0%
Memory size	1.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	4
95-th percentile	37.4
Maximum	153
Range	153
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	18.963016
Coefficient of variation (CV)	2.8585107
Kurtosis	29.607741
Mean	6.6338798
Median Absolute Deviation (MAD)	0
Skewness	5.0445744
Sum	1214
Variance	359.59599
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=31)

Value	Count	Frequency (%)
0	97	53.0%
1	22	12.0%
3	8	4.4%
2	8	4.4%
4	5	2.7%
10	5	2.7%
8	3	1.6%
14	3	1.6%
6	3	1.6%
7	3	1.6%
Other values (21)	26	14.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	97	53.0%
1	22	12.0%
2	8	4.4%
3	8	4.4%
4	5	2.7%
5	2	1.1%
6	3	1.6%
7	3	1.6%
8	3	1.6%
9	3	1.6%

Value	Count	Frequency (%)
153	1	0.5%
114	1	0.5%
107	1	0.5%
84	1	0.5%
57	1	0.5%
42	2	1.1%
41	1	0.5%
40	1	0.5%
38	1	0.5%
32	1	0.5%

직수_인지_여자검거인원(명)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	15
Distinct (%)	8.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.2404372

Minimum	0
Maximum	31
Zeros	138
Zeros (%)	75.4%
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
Maximum	31
Range	31
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	3.9872191
Coefficient of variation (CV)	3.2143661
Kurtosis	27.816226
Mean	1.2404372
Median Absolute Deviation (MAD)	0
Skewness	4.998537
Sum	227
Variance	15.897916
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=15)

Value	Count	Frequency (%)
0	138	75.4%
1	15	8.2%
2	10	5.5%
3	3	1.6%
4	3	1.6%
5	3	1.6%
7	2	1.1%
6	2	1.1%
31	1	0.5%
8	1	0.5%
Other values (5)	5	2.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	138	75.4%
1	15	8.2%
2	10	5.5%
3	3	1.6%
4	3	1.6%
5	3	1.6%
6	2	1.1%
7	2	1.1%
8	1	0.5%
9	1	0.5%

Value	Count	Frequency (%)
31	1	0.5%
23	1	0.5%
21	1	0.5%
20	1	0.5%
18	1	0.5%
9	1	0.5%
8	1	0.5%
7	2	1.1%
6	2	1.1%
5	3	1.6%

직수_인지_미상검거인원(명)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	10
Distinct (%)	5.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.6557377

Minimum	0
Maximum	18
Zeros	157
Zeros (%)	85.8%
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	3.9
Maximum	18
Range	18
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	2.3896658
Coefficient of variation (CV)	3.6442403
Kurtosis	31.792022
Mean	0.6557377
Median Absolute Deviation (MAD)	0
Skewness	5.2603477
Sum	120
Variance	5.7105026
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0	157	85.8%
1	8	4.4%
3	6	3.3%
9	3	1.6%
4	2	1.1%
18	2	1.1%
2	2	1.1%
5	1	0.5%
8	1	0.5%
6	1	0.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	157	85.8%
1	8	4.4%
2	2	1.1%
3	6	3.3%
4	2	1.1%
5	1	0.5%
6	1	0.5%
8	1	0.5%
9	3	1.6%
18	2	1.1%

Value	Count	Frequency (%)
18	2	1.1%
9	3	1.6%
8	1	0.5%
6	1	0.5%
5	1	0.5%
4	2	1.1%
3	6	3.3%
2	2	1.1%
1	8	4.4%
0	157	85.8%

직수_인지_법인(개)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	8
Distinct (%)	4.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.61748634

Minimum	0
Maximum	34
Zeros	159
Zeros (%)	86.9%
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	34
Range	34
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	3.4380099
Coefficient of variation (CV)	5.5677506
Kurtosis	77.860618
Mean	0.61748634
Median Absolute Deviation (MAD)	0
Skewness	8.6233765
Sum	113
Variance	11.819912
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0	159	86.9%
1	9	4.9%
2	6	3.3%
3	4	2.2%
4	2	1.1%
8	1	0.5%
30	1	0.5%
34	1	0.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	159	86.9%
1	9	4.9%
2	6	3.3%
3	4	2.2%
4	2	1.1%
8	1	0.5%
30	1	0.5%
34	1	0.5%

Value	Count	Frequency (%)
34	1	0.5%
30	1	0.5%
8	1	0.5%
4	2	1.1%
3	4	2.2%
2	6	3.3%
1	9	4.9%
0	159	86.9%

지휘관할_발생건수(건)
Real number (ℝ)

HIGH CORRELATION

Distinct	114
Distinct (%)	62.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	308.40437

Minimum	0
Maximum	8048
Zeros	1
Zeros (%)	0.5%
Negative	0
Negative (%)	0.0%
Memory size	1.7 KiB

Quantile statistics

Minimum	0
5-th percentile	1.1
Q1	8
median	34
Q3	171
95-th percentile	1197
Maximum	8048
Range	8048
Interquartile range (IQR)	163

Descriptive statistics

Standard deviation	1030.3816
Coefficient of variation (CV)	3.3410084
Kurtosis	31.959779
Mean	308.40437
Median Absolute Deviation (MAD)	31
Skewness	5.4974041
Sum	56438
Variance	1061686.2
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2	12	6.6%
1	9	4.9%
5	8	4.4%
6	6	3.3%
8	5	2.7%
3	5	2.7%
12	4	2.2%
4	4	2.2%
18	3	1.6%
10	3	1.6%
Other values (104)	124	67.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	0.5%
1	9	4.9%
2	12	6.6%
3	5	2.7%
4	4	2.2%
5	8	4.4%
6	6	3.3%
8	5	2.7%
9	1	0.5%
10	3	1.6%

Value	Count	Frequency (%)
8048	1	0.5%
6377	1	0.5%
5929	1	0.5%
5122	1	0.5%
4929	1	0.5%
1759	1	0.5%
1703	1	0.5%
1543	1	0.5%
1361	1	0.5%
1210	1	0.5%

지휘관할_검거건수(건)
Real number (ℝ)

HIGH CORRELATION

Distinct	106
Distinct (%)	57.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	280.60656

Minimum	1
Maximum	7101
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.7 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	6.5
median	30
Q3	160.5
95-th percentile	972
Maximum	7101
Range	7100
Interquartile range (IQR)	154

Descriptive statistics

Standard deviation	941.90627
Coefficient of variation (CV)	3.3566795
Kurtosis	32.818187
Mean	280.60656
Median Absolute Deviation (MAD)	27
Skewness	5.5869216
Sum	51351
Variance	887187.43
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	15	8.2%
3	9	4.9%
2	7	3.8%
5	6	3.3%
16	5	2.7%
6	5	2.7%
8	5	2.7%
13	5	2.7%
4	4	2.2%
21	4	2.2%
Other values (96)	118	64.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	15	8.2%
2	7	3.8%
3	9	4.9%
4	4	2.2%
5	6	3.3%
6	5	2.7%
7	1	0.5%
8	5	2.7%
9	1	0.5%
10	2	1.1%

Value	Count	Frequency (%)
7101	1	0.5%
6290	1	0.5%
5845	1	0.5%
4802	1	0.5%
3563	1	0.5%
1731	1	0.5%
1688	1	0.5%
1283	1	0.5%
1030	1	0.5%
983	1	0.5%

지휘관할_남자검거인원(명)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	109
Distinct (%)	59.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	260.01639

Minimum	0
Maximum	5844
Zeros	3
Zeros (%)	1.6%
Negative	0
Negative (%)	0.0%
Memory size	1.7 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	7
median	31
Q3	119
95-th percentile	892
Maximum	5844
Range	5844
Interquartile range (IQR)	112

Descriptive statistics

Standard deviation	836.12819
Coefficient of variation (CV)	3.2156749
Kurtosis	30.411856
Mean	260.01639
Median Absolute Deviation (MAD)	28
Skewness	5.3881387
Sum	47583
Variance	699110.36
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	10	5.5%
2	9	4.9%
4	8	4.4%
3	7	3.8%
11	6	3.3%
7	5	2.7%
29	4	2.2%
15	3	1.6%
0	3	1.6%
21	3	1.6%
Other values (99)	125	68.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3	1.6%
1	10	5.5%
2	9	4.9%
3	7	3.8%
4	8	4.4%
5	3	1.6%
6	2	1.1%
7	5	2.7%
8	2	1.1%
9	3	1.6%

Value	Count	Frequency (%)
5844	1	0.5%
5418	1	0.5%
5272	1	0.5%
5059	1	0.5%
2302	1	0.5%
2295	1	0.5%
1431	1	0.5%
1188	1	0.5%
993	1	0.5%
893	1	0.5%

지휘관할_여자검거인원(명)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	64
Distinct (%)	35.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	61.043716

Minimum	0
Maximum	1645
Zeros	42
Zeros (%)	23.0%
Negative	0
Negative (%)	0.0%
Memory size	1.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	5
Q3	23.5
95-th percentile	220.7
Maximum	1645
Range	1645
Interquartile range (IQR)	22.5

Descriptive statistics

Standard deviation	208.95943
Coefficient of variation (CV)	3.4231112
Kurtosis	38.294901
Mean	61.043716
Median Absolute Deviation (MAD)	5
Skewness	5.9317853
Sum	11171
Variance	43664.042
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	42	23.0%
1	20	10.9%
3	9	4.9%
5	9	4.9%
2	9	4.9%
4	6	3.3%
9	5	2.7%
6	5	2.7%
10	4	2.2%
8	4	2.2%
Other values (54)	70	38.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	42	23.0%
1	20	10.9%
2	9	4.9%
3	9	4.9%
4	6	3.3%
5	9	4.9%
6	5	2.7%
7	4	2.2%
8	4	2.2%
9	5	2.7%

Value	Count	Frequency (%)
1645	1	0.5%
1539	1	0.5%
1320	1	0.5%
673	1	0.5%
635	1	0.5%
474	1	0.5%
425	1	0.5%
299	1	0.5%
230	1	0.5%
221	1	0.5%

지휘관할_미상검거인원(명)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	16
Distinct (%)	8.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.9071038

Minimum	0
Maximum	77
Zeros	123
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	23.5
Maximum	77
Range	77
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	8.9385634
Coefficient of variation (CV)	3.0747314
Kurtosis	31.027994
Mean	2.9071038
Median Absolute Deviation (MAD)	0
Skewness	5.0245126
Sum	532
Variance	79.897916
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
0	123	67.2%
1	20	10.9%
3	8	4.4%
2	4	2.2%
5	4	2.2%
9	3	1.6%
4	3	1.6%
32	3	1.6%
29	3	1.6%
7	3	1.6%
Other values (6)	9	4.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	123	67.2%
1	20	10.9%
2	4	2.2%
3	8	4.4%
4	3	1.6%
5	4	2.2%
6	1	0.5%
7	3	1.6%
8	2	1.1%
9	3	1.6%

Value	Count	Frequency (%)
77	1	0.5%
48	1	0.5%
32	3	1.6%
29	3	1.6%
25	2	1.1%
10	2	1.1%
9	3	1.6%
8	2	1.1%
7	3	1.6%
6	1	0.5%

지휘관할_법인(개)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	22
Distinct (%)	12.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.6775956

Minimum	0
Maximum	364
Zeros	112
Zeros (%)	61.2%
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	18.9
Maximum	364
Range	364
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	29.568135
Coefficient of variation (CV)	5.2078621
Kurtosis	120.8942
Mean	5.6775956
Median Absolute Deviation (MAD)	0
Skewness	10.341131
Sum	1039
Variance	874.27461
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=22)

Value	Count	Frequency (%)
0	112	61.2%
1	24	13.1%
3	12	6.6%
2	10	5.5%
11	3	1.6%
4	3	1.6%
12	2	1.1%
9	2	1.1%
32	2	1.1%
364	1	0.5%
Other values (12)	12	6.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	112	61.2%
1	24	13.1%
2	10	5.5%
3	12	6.6%
4	3	1.6%
6	1	0.5%
7	1	0.5%
9	2	1.1%
11	3	1.6%
12	2	1.1%

Value	Count	Frequency (%)
364	1	0.5%
115	1	0.5%
82	1	0.5%
70	1	0.5%
45	1	0.5%
32	2	1.1%
29	1	0.5%
21	1	0.5%
19	1	0.5%
18	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	0.991	0.835	0.964	0.854	0.505	0.666	0.831	0.446	0.761	0.715	0.445
직수_인지_검거건수(건)	0.991	1.000	0.856	0.966	0.807	0.632	0.736	0.884	0.587	0.855	0.717	0.690
직수_인지_남자검거인원(명)	0.835	0.856	1.000	0.899	0.688	0.377	0.763	0.750	0.688	0.607	0.750	0.386
직수_인지_여자검거인원(명)	0.964	0.966	0.899	1.000	0.823	0.000	0.653	0.824	0.506	0.690	0.705	0.000
직수_인지_미상검거인원(명)	0.854	0.807	0.688	0.823	1.000	0.171	0.603	0.779	0.587	0.732	0.677	0.000
직수_인지_법인(개)	0.505	0.632	0.377	0.000	0.171	1.000	0.272	0.264	0.272	0.264	0.000	0.954
지휘관할_발생건수(건)	0.666	0.736	0.763	0.653	0.603	0.272	1.000	0.985	0.960	0.907	0.903	0.439
지휘관할_검거건수(건)	0.831	0.884	0.750	0.824	0.779	0.264	0.985	1.000	0.873	0.991	0.765	0.449
지휘관할_남자검거인원(명)	0.446	0.587	0.688	0.506	0.587	0.272	0.960	0.873	1.000	0.839	0.861	0.440
지휘관할_여자검거인원(명)	0.761	0.855	0.607	0.690	0.732	0.264	0.907	0.991	0.839	1.000	0.683	0.449
지휘관할_미상검거인원(명)	0.715	0.717	0.750	0.705	0.677	0.000	0.903	0.765	0.861	0.683	1.000	0.220
지휘관할_법인(개)	0.445	0.690	0.386	0.000	0.000	0.954	0.439	0.449	0.440	0.449	0.220	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	0.959	0.860	0.613	0.557	0.253	0.545	0.540	0.597	0.524	0.542	0.167
직수_인지_검거건수(건)	0.959	1.000	0.859	0.627	0.519	0.277	0.531	0.528	0.579	0.523	0.515	0.208
직수_인지_남자검거인원(명)	0.860	0.859	1.000	0.600	0.501	0.374	0.605	0.606	0.659	0.506	0.529	0.296
직수_인지_여자검거인원(명)	0.613	0.627	0.600	1.000	0.411	0.326	0.396	0.401	0.430	0.493	0.418	0.264
직수_인지_미상검거인원(명)	0.557	0.519	0.501	0.411	1.000	0.223	0.320	0.313	0.328	0.317	0.661	0.094
직수_인지_법인(개)	0.253	0.277	0.374	0.326	0.223	1.000	0.296	0.298	0.285	0.246	0.339	0.584
지휘관할_발생건수(건)	0.545	0.531	0.605	0.396	0.320	0.296	1.000	0.989	0.943	0.814	0.487	0.284
지휘관할_검거건수(건)	0.540	0.528	0.606	0.401	0.313	0.298	0.989	1.000	0.952	0.815	0.475	0.302
지휘관할_남자검거인원(명)	0.597	0.579	0.659	0.430	0.328	0.285	0.943	0.952	1.000	0.796	0.516	0.274
지휘관할_여자검거인원(명)	0.524	0.523	0.506	0.493	0.317	0.246	0.814	0.815	0.796	1.000	0.512	0.248
지휘관할_미상검거인원(명)	0.542	0.515	0.529	0.418	0.661	0.339	0.487	0.475	0.516	0.512	1.000	0.319
지휘관할_법인(개)	0.167	0.208	0.296	0.264	0.094	0.584	0.284	0.302	0.274	0.248	0.319	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	2	1	1	0	0	1	5122	3563	2302	635	8	1
1	불법사용	0	0	0	0	0	0	39	41	47	4	0	0
2	침입절도	0	0	0	0	0	0	286	256	122	8	0	0
3	장물	0	0	0	0	0	0	191	180	26	5	0	0
4	사기	181	118	153	31	9	3	8048	7101	5418	1645	77	29
5	컴퓨터등사용사기	2	2	1	0	0	0	126	56	47	9	1	3
6	부당이득	0	0	0	0	0	0	3	3	4	0	0	0
7	편의시설부정이용	0	0	0	0	0	0	47	28	30	4	1	0
8	전기통신금융사기피해금환급에관한특별법	0	0	0	0	0	0	40	19	17	14	1	0
9	보험사기방지특별법	1	0	1	0	0	0	81	85	54	20	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)
173	특가법(도주차량)	0	0	0	0	0	0	235	217	232	51	1	0
174	특허법	0	0	0	0	0	0	2	2	0	2	7	0
175	폐기물관리법	42	42	42	1	0	34	111	110	104	8	2	70
176	풍속영업의 규제에 관한법률	0	0	0	0	0	0	5	5	1	6	0	0
177	하천법	0	0	0	0	0	0	24	24	22	5	0	1
178	학원의설립운영 및 과외교습에 관한법률	0	0	0	0	0	0	21	21	8	13	0	0
179	화물자동차 운수사업법	0	0	0	0	0	0	32	32	33	4	0	2
180	화재예방·소방시설설치유지 및 안전관리에 관한법률	0	0	0	0	0	0	4	4	4	0	0	3
181	화학물질관리법	0	0	0	0	0	0	5	6	6	1	0	2
182	기타특별법	29	26	23	3	2	4	1759	1731	1431	474	25	115

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