gimi9 Pandas Profiling

Dataset statistics

Number of variables	12
Number of observations	81
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	8.6 KiB
Average record size in memory	108.6 B

Variable types

Text	1
Numeric	10
Categorical	1

Dataset

Description	대검찰청에서 발간하는 범죄분석은 3종의 범죄통계원표를 기반으로 작성하는 자료이며 이 중 본 데이터는 소년범죄자의 공범관계에 관한 통계임
Author	대검찰청
URL	https://www.data.go.kr/data/15084829/fileData.do

Alerts

`단독범` is highly overall correlated with `학교동창` and 6 other fields	High correlation
`학교동창` is highly overall correlated with `단독범` and 6 other fields	High correlation
`교도소_소년원동료` is highly overall correlated with `친인척` and 2 other fields	High correlation
`직장동료` is highly overall correlated with `기타` and 1 other fields	High correlation
`친인척` is highly overall correlated with `단독범` and 7 other fields	High correlation
`동네친구` is highly overall correlated with `단독범` and 6 other fields	High correlation
`고향친구` is highly overall correlated with `단독범` and 7 other fields	High correlation
`애인` is highly overall correlated with `단독범` and 6 other fields	High correlation
`기타` is highly overall correlated with `단독범` and 8 other fields	High correlation
`미상` is highly overall correlated with `단독범` and 6 other fields	High correlation
`군동료` is highly overall correlated with `직장동료`	High correlation
`군동료` is highly imbalanced (90.4%)	Imbalance
`범죄분류` has unique values	Unique
`단독범` has 11 (13.6%) zeros	Zeros
`학교동창` has 33 (40.7%) zeros	Zeros
`교도소_소년원동료` has 71 (87.7%) zeros	Zeros
`직장동료` has 59 (72.8%) zeros	Zeros
`친인척` has 55 (67.9%) zeros	Zeros
`동네친구` has 30 (37.0%) zeros	Zeros
`고향친구` has 46 (56.8%) zeros	Zeros
`애인` has 49 (60.5%) zeros	Zeros
`기타` has 22 (27.2%) zeros	Zeros
`미상` has 18 (22.2%) zeros	Zeros

Reproduction

Analysis started	2023-12-11 23:33:17.194856
Analysis finished	2023-12-11 23:33:27.864275
Duration	10.67 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

범죄분류
Text

UNIQUE

Distinct	81
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	780.0 B

Length

Max length	21
Median length	18
Mean length	6.7530864
Min length	2

Characters and Unicode

Total characters	547
Distinct characters	168
Distinct categories	4 ?
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	81 ?
Unique (%)	100.0%

Sample

1st row	절도
2nd row	장물
3rd row	사기
4th row	횡령
5th row	배임

Value	Count	Frequency (%)
절도	1	1.2%
개발제한구역의지정및관리에관한특별조치법	1	1.2%
상표법	1	1.2%
사행행위등규제및처벌특례법	1	1.2%
물환경보전법	1	1.2%
마약류관리에관한법률	1	1.2%
도로법	1	1.2%
도로교통법	1	1.2%
대부업등의등록및금융이용자보호에관한법률	1	1.2%
대기환경보전법	1	1.2%
Other values (71)	71	87.7%

Most occurring characters

Value	Count	Frequency (%)
법	40	7.3%
관	16	2.9%
보	13	2.4%
한	12	2.2%
등	12	2.2%
에	11	2.0%
률	10	1.8%
의	10	1.8%
기	8	1.5%
위	8	1.5%
Other values (158)	407	74.4%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	530	96.9%
Other Punctuation	7	1.3%
Open Punctuation	5	0.9%
Close Punctuation	5	0.9%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
법	40	7.5%
관	16	3.0%
보	13	2.5%
한	12	2.3%
등	12	2.3%
에	11	2.1%
률	10	1.9%
의	10	1.9%
기	8	1.5%
위	8	1.5%
Other values (154)	390	73.6%

Other Punctuation

Value	Count	Frequency (%)
·	5	71.4%
,	2	28.6%

Open Punctuation

Value	Count	Frequency (%)
(	5	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	5	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	530	96.9%
Common	17	3.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
법	40	7.5%
관	16	3.0%
보	13	2.5%
한	12	2.3%
등	12	2.3%
에	11	2.1%
률	10	1.9%
의	10	1.9%
기	8	1.5%
위	8	1.5%
Other values (154)	390	73.6%

Common

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

Most occurring blocks

Value	Count	Frequency (%)
Hangul	530	96.9%
ASCII	12	2.2%
None	5	0.9%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
법	40	7.5%
관	16	3.0%
보	13	2.5%
한	12	2.3%
등	12	2.3%
에	11	2.1%
률	10	1.9%
의	10	1.9%
기	8	1.5%
위	8	1.5%
Other values (154)	390	73.6%

None

Value	Count	Frequency (%)
·	5	100.0%

ASCII

Value	Count	Frequency (%)
(	5	41.7%
)	5	41.7%
,	2	16.7%

단독범
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	53
Distinct (%)	65.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	493.33333

Minimum	0
Maximum	6716
Zeros	11
Zeros (%)	13.6%
Negative	0
Negative (%)	0.0%
Memory size	861.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	3
median	32
Q3	213
95-th percentile	2900
Maximum	6716
Range	6716
Interquartile range (IQR)	210

Descriptive statistics

Standard deviation	1287.9097
Coefficient of variation (CV)	2.6106277
Kurtosis	12.204568
Mean	493.33333
Median Absolute Deviation (MAD)	32
Skewness	3.4953006
Sum	39960
Variance	1658711.3
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	11	13.6%
3	5	6.2%
1	5	6.2%
2	3	3.7%
4	3	3.7%
9	3	3.7%
8	2	2.5%
11	2	2.5%
39	2	2.5%
7	2	2.5%
Other values (43)	43	53.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	11	13.6%
1	5	6.2%
2	3	3.7%
3	5	6.2%
4	3	3.7%
5	1	1.2%
7	2	2.5%
8	2	2.5%
9	3	3.7%
11	2	2.5%

Value	Count	Frequency (%)
6716	1	1.2%
5726	1	1.2%
5560	1	1.2%
3972	1	1.2%
2900	1	1.2%
2596	1	1.2%
2539	1	1.2%
1184	1	1.2%
1052	1	1.2%
955	1	1.2%

학교동창
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	37
Distinct (%)	45.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	130.76543

Minimum	0
Maximum	5287
Zeros	33
Zeros (%)	40.7%
Negative	0
Negative (%)	0.0%
Memory size	861.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	3
Q3	27
95-th percentile	261
Maximum	5287
Range	5287
Interquartile range (IQR)	27

Descriptive statistics

Standard deviation	623.8464
Coefficient of variation (CV)	4.7707287
Kurtosis	60.284762
Mean	130.76543
Median Absolute Deviation (MAD)	3
Skewness	7.4666594
Sum	10592
Variance	389184.33
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=37)

Value	Count	Frequency (%)
0	33	40.7%
4	4	4.9%
2	4	4.9%
8	3	3.7%
5	2	2.5%
9	2	2.5%
3	2	2.5%
1	2	2.5%
5287	1	1.2%
121	1	1.2%
Other values (27)	27	33.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	33	40.7%
1	2	2.5%
2	4	4.9%
3	2	2.5%
4	4	4.9%
5	2	2.5%
6	1	1.2%
8	3	3.7%
9	2	2.5%
11	1	1.2%

Value	Count	Frequency (%)
5287	1	1.2%
1441	1	1.2%
1435	1	1.2%
385	1	1.2%
261	1	1.2%
207	1	1.2%
198	1	1.2%
190	1	1.2%
189	1	1.2%
121	1	1.2%

교도소_소년원동료
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	8
Distinct (%)	9.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.3703704

Minimum	0
Maximum	134
Zeros	71
Zeros (%)	87.7%
Negative	0
Negative (%)	0.0%
Memory size	861.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	6
Maximum	134
Range	134
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	15.183416
Coefficient of variation (CV)	6.4055035
Kurtosis	73.101243
Mean	2.3703704
Median Absolute Deviation (MAD)	0
Skewness	8.4097193
Sum	192
Variance	230.53611
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0	71	87.7%
3	2	2.5%
7	2	2.5%
1	2	2.5%
134	1	1.2%
28	1	1.2%
2	1	1.2%
6	1	1.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	71	87.7%
1	2	2.5%
2	1	1.2%
3	2	2.5%
6	1	1.2%
7	2	2.5%
28	1	1.2%
134	1	1.2%

Value	Count	Frequency (%)
134	1	1.2%
28	1	1.2%
7	2	2.5%
6	1	1.2%
3	2	2.5%
2	1	1.2%
1	2	2.5%
0	71	87.7%

직장동료
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	11
Distinct (%)	13.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.2098765

Minimum	0
Maximum	19
Zeros	59
Zeros (%)	72.8%
Negative	0
Negative (%)	0.0%
Memory size	861.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	10
Maximum	19
Range	19
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	3.29665
Coefficient of variation (CV)	2.7247821
Kurtosis	13.880746
Mean	1.2098765
Median Absolute Deviation (MAD)	0
Skewness	3.6176135
Sum	98
Variance	10.867901
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=11)

Value	Count	Frequency (%)
0	59	72.8%
1	11	13.6%
10	2	2.5%
3	2	2.5%
19	1	1.2%
4	1	1.2%
11	1	1.2%
5	1	1.2%
2	1	1.2%
6	1	1.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	59	72.8%
1	11	13.6%
2	1	1.2%
3	2	2.5%
4	1	1.2%
5	1	1.2%
6	1	1.2%
10	2	2.5%
11	1	1.2%
14	1	1.2%

Value	Count	Frequency (%)
19	1	1.2%
14	1	1.2%
11	1	1.2%
10	2	2.5%
6	1	1.2%
5	1	1.2%
4	1	1.2%
3	2	2.5%
2	1	1.2%
1	11	13.6%

친인척
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	10
Distinct (%)	12.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.1481481

Minimum	0
Maximum	109
Zeros	55
Zeros (%)	67.9%
Negative	0
Negative (%)	0.0%
Memory size	861.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	5
Maximum	109
Range	109
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	13.905135
Coefficient of variation (CV)	4.4169252
Kurtosis	44.403134
Mean	3.1481481
Median Absolute Deviation (MAD)	0
Skewness	6.3557852
Sum	255
Variance	193.35278
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0	55	67.9%
1	12	14.8%
2	5	6.2%
3	3	3.7%
109	1	1.2%
17	1	1.2%
49	1	1.2%
40	1	1.2%
5	1	1.2%
4	1	1.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	55	67.9%
1	12	14.8%
2	5	6.2%
3	3	3.7%
4	1	1.2%
5	1	1.2%
17	1	1.2%
40	1	1.2%
49	1	1.2%
109	1	1.2%

Value	Count	Frequency (%)
109	1	1.2%
49	1	1.2%
40	1	1.2%
17	1	1.2%
5	1	1.2%
4	1	1.2%
3	3	3.7%
2	5	6.2%
1	12	14.8%
0	55	67.9%

군동료
Categorical

HIGH CORRELATION IMBALANCE

Distinct	2
Distinct (%)	2.5%
Missing	0
Missing (%)	0.0%
Memory size	780.0 B

0	80
1	1

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Unique

Unique	1 ?
Unique (%)	1.2%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	80	98.8%
1	1	1.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	80	98.8%
1	1	1.2%

동네친구
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	39
Distinct (%)	48.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	169.2716

Minimum	0
Maximum	6648
Zeros	30
Zeros (%)	37.0%
Negative	0
Negative (%)	0.0%
Memory size	861.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	4
Q3	44
95-th percentile	439
Maximum	6648
Range	6648
Interquartile range (IQR)	44

Descriptive statistics

Standard deviation	782.59207
Coefficient of variation (CV)	4.6232921
Kurtosis	60.585231
Mean	169.2716
Median Absolute Deviation (MAD)	4
Skewness	7.4695912
Sum	13711
Variance	612450.35
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=39)

Value	Count	Frequency (%)
0	30	37.0%
1	8	9.9%
4	4	4.9%
11	2	2.5%
6	2	2.5%
113	2	2.5%
76	1	1.2%
40	1	1.2%
16	1	1.2%
8	1	1.2%
Other values (29)	29	35.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	30	37.0%
1	8	9.9%
2	1	1.2%
3	1	1.2%
4	4	4.9%
5	1	1.2%
6	2	2.5%
8	1	1.2%
10	1	1.2%
11	2	2.5%

Value	Count	Frequency (%)
6648	1	1.2%
1714	1	1.2%
1707	1	1.2%
864	1	1.2%
439	1	1.2%
290	1	1.2%
212	1	1.2%
193	1	1.2%
178	1	1.2%
166	1	1.2%

고향친구
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	16
Distinct (%)	19.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	9.0123457

Minimum	0
Maximum	313
Zeros	46
Zeros (%)	56.8%
Negative	0
Negative (%)	0.0%
Memory size	861.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	3
95-th percentile	21
Maximum	313
Range	313
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	37.773831
Coefficient of variation (CV)	4.1913429
Kurtosis	54.031179
Mean	9.0123457
Median Absolute Deviation (MAD)	0
Skewness	6.9726303
Sum	730
Variance	1426.8623
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
0	46	56.8%
2	6	7.4%
5	5	6.2%
1	5	6.2%
3	4	4.9%
9	3	3.7%
11	2	2.5%
4	2	2.5%
313	1	1.2%
17	1	1.2%
Other values (6)	6	7.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	46	56.8%
1	5	6.2%
2	6	7.4%
3	4	4.9%
4	2	2.5%
5	5	6.2%
6	1	1.2%
9	3	3.7%
10	1	1.2%
11	2	2.5%

Value	Count	Frequency (%)
313	1	1.2%
87	1	1.2%
84	1	1.2%
81	1	1.2%
21	1	1.2%
17	1	1.2%
11	2	2.5%
10	1	1.2%
9	3	3.7%
6	1	1.2%

애인
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	14
Distinct (%)	17.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.7777778

Minimum	0
Maximum	184
Zeros	49
Zeros (%)	60.5%
Negative	0
Negative (%)	0.0%
Memory size	861.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	2
95-th percentile	18
Maximum	184
Range	184
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	23.086251
Coefficient of variation (CV)	3.9956973
Kurtosis	46.449957
Mean	5.7777778
Median Absolute Deviation (MAD)	0
Skewness	6.4521349
Sum	468
Variance	532.975
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=14)

Value	Count	Frequency (%)
0	49	60.5%
2	6	7.4%
3	6	7.4%
1	6	7.4%
4	5	6.2%
184	1	1.2%
80	1	1.2%
18	1	1.2%
7	1	1.2%
52	1	1.2%
Other values (4)	4	4.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	49	60.5%
1	6	7.4%
2	6	7.4%
3	6	7.4%
4	5	6.2%
7	1	1.2%
8	1	1.2%
9	1	1.2%
16	1	1.2%
18	1	1.2%

Value	Count	Frequency (%)
184	1	1.2%
80	1	1.2%
52	1	1.2%
38	1	1.2%
18	1	1.2%
16	1	1.2%
9	1	1.2%
8	1	1.2%
7	1	1.2%
4	5	6.2%

기타
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	33
Distinct (%)	40.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	44

Minimum	0
Maximum	1243
Zeros	22
Zeros (%)	27.2%
Negative	0
Negative (%)	0.0%
Memory size	861.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	3
Q3	21
95-th percentile	102
Maximum	1243
Range	1243
Interquartile range (IQR)	21

Descriptive statistics

Standard deviation	156.02692
Coefficient of variation (CV)	3.5460664
Kurtosis	45.092494
Mean	44
Median Absolute Deviation (MAD)	3
Skewness	6.2953898
Sum	3564
Variance	24344.4
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=33)

Value	Count	Frequency (%)
0	22	27.2%
1	10	12.3%
3	7	8.6%
2	6	7.4%
5	3	3.7%
12	2	2.5%
14	2	2.5%
4	2	2.5%
41	2	2.5%
7	2	2.5%
Other values (23)	23	28.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	22	27.2%
1	10	12.3%
2	6	7.4%
3	7	8.6%
4	2	2.5%
5	3	3.7%
7	2	2.5%
9	1	1.2%
11	1	1.2%
12	2	2.5%

Value	Count	Frequency (%)
1243	1	1.2%
432	1	1.2%
408	1	1.2%
384	1	1.2%
102	1	1.2%
88	1	1.2%
81	1	1.2%
77	1	1.2%
68	1	1.2%
57	1	1.2%

미상
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	34
Distinct (%)	42.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	39.358025

Minimum	0
Maximum	1014
Zeros	18
Zeros (%)	22.2%
Negative	0
Negative (%)	0.0%
Memory size	861.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	3
Q3	22
95-th percentile	191
Maximum	1014
Range	1014
Interquartile range (IQR)	21

Descriptive statistics

Standard deviation	130.1071
Coefficient of variation (CV)	3.3057325
Kurtosis	40.773121
Mean	39.358025
Median Absolute Deviation (MAD)	3
Skewness	5.9368133
Sum	3188
Variance	16927.858
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=34)

Value	Count	Frequency (%)
1	19	23.5%
0	18	22.2%
3	6	7.4%
11	3	3.7%
6	2	2.5%
24	2	2.5%
2	2	2.5%
12	2	2.5%
4	2	2.5%
9	1	1.2%
Other values (24)	24	29.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	18	22.2%
1	19	23.5%
2	2	2.5%
3	6	7.4%
4	2	2.5%
6	2	2.5%
7	1	1.2%
9	1	1.2%
10	1	1.2%
11	3	3.7%

Value	Count	Frequency (%)
1014	1	1.2%
401	1	1.2%
345	1	1.2%
299	1	1.2%
191	1	1.2%
113	1	1.2%
72	1	1.2%
71	1	1.2%
70	1	1.2%
60	1	1.2%

Phik (φk)
Auto

Heatmap
Table

	범죄분류	단독범	학교동창	교도소_소년원동료	직장동료	친인척	군동료	동네친구	고향친구	애인	기타	미상
범죄분류	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000
단독범	1.000	1.000	0.810	0.867	0.914	0.903	0.000	0.896	0.830	0.896	0.830	0.820
학교동창	1.000	0.810	1.000	0.939	0.900	1.000	0.000	1.000	0.994	1.000	0.994	0.766
교도소_소년원동료	1.000	0.867	0.939	1.000	0.831	1.000	0.000	1.000	0.976	1.000	0.976	0.704
직장동료	1.000	0.914	0.900	0.831	1.000	0.798	1.000	0.866	1.000	0.866	1.000	0.642
친인척	1.000	0.903	1.000	1.000	0.798	1.000	0.000	1.000	1.000	1.000	1.000	0.976
군동료	1.000	0.000	0.000	0.000	1.000	0.000	1.000	0.000	0.000	0.000	0.000	0.000
동네친구	1.000	0.896	1.000	1.000	0.866	1.000	0.000	1.000	1.000	1.000	1.000	0.791
고향친구	1.000	0.830	0.994	0.976	1.000	1.000	0.000	1.000	1.000	1.000	1.000	0.747
애인	1.000	0.896	1.000	1.000	0.866	1.000	0.000	1.000	1.000	1.000	1.000	0.791
기타	1.000	0.830	0.994	0.976	1.000	1.000	0.000	1.000	1.000	1.000	1.000	0.747
미상	1.000	0.820	0.766	0.704	0.642	0.976	0.000	0.791	0.747	0.791	0.747	1.000

Heatmap
Table

	단독범	학교동창	교도소_소년원동료	직장동료	친인척	동네친구	고향친구	애인	기타	미상	군동료
단독범	1.000	0.831	0.410	0.456	0.591	0.798	0.752	0.659	0.823	0.794	0.000
학교동창	0.831	1.000	0.486	0.406	0.673	0.900	0.801	0.775	0.853	0.769	0.000
교도소_소년원동료	0.410	0.486	1.000	0.360	0.505	0.492	0.586	0.466	0.506	0.455	0.000
직장동료	0.456	0.406	0.360	1.000	0.383	0.461	0.412	0.491	0.504	0.420	0.968
친인척	0.591	0.673	0.505	0.383	1.000	0.674	0.626	0.669	0.589	0.535	0.000
동네친구	0.798	0.900	0.492	0.461	0.674	1.000	0.850	0.759	0.850	0.727	0.000
고향친구	0.752	0.801	0.586	0.412	0.626	0.850	1.000	0.693	0.748	0.676	0.000
애인	0.659	0.775	0.466	0.491	0.669	0.759	0.693	1.000	0.721	0.642	0.000
기타	0.823	0.853	0.506	0.504	0.589	0.850	0.748	0.721	1.000	0.761	0.000
미상	0.794	0.769	0.455	0.420	0.535	0.727	0.676	0.642	0.761	1.000	0.000
군동료	0.000	0.000	0.000	0.968	0.000	0.000	0.000	0.000	0.000	0.000	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	단독범	학교동창	교도소_소년원동료	직장동료	친인척	동네친구	고향친구	애인	기타	미상
0	절도	5726	5287	134	19	109	6648	313	184	1243	345
1	장물	286	56	0	0	0	67	4	2	21	7
2	사기	3972	385	28	10	17	864	84	80	384	401
3	횡령	955	190	0	3	1	166	9	18	41	41
4	배임	0	0	0	0	0	0	0	0	0	1
5	손괴	739	61	0	1	2	100	5	4	17	26
6	살인	9	2	0	0	2	1	0	2	1	1
7	강도	32	35	3	0	3	121	5	7	28	10
8	방화	45	21	0	0	0	44	1	3	3	1
9	성폭력	2539	207	0	4	2	193	21	4	43	70

	범죄분류	단독범	학교동창	교도소_소년원동료	직장동료	친인척	군동료	동네친구	고향친구	애인	기타	미상
71	전자금융거래법	165	8	1	0	0	0	16	5	0	57	22
72	정보통신망이용촉진및정보보호등에관한법률	498	27	0	0	0	0	40	2	1	42	71
73	조세범처벌법	0	0	0	0	0	0	0	0	0	0	3
74	주민등록법	584	90	0	0	0	0	113	11	3	30	12
75	청소년보호법	594	67	0	14	1	1	76	3	2	81	15
76	출입국관리법	3	0	0	1	0	0	0	0	0	5	0
77	특가법(도주차량)	115	4	0	0	0	0	3	0	0	4	6
78	풍속영업의규제에관한법률	0	0	0	1	0	0	0	0	0	0	0
79	학원의설립운영및과외교습에관한법률	1	0	0	0	0	0	0	0	0	0	0
80	기타특별법	293	51	0	1	1	0	138	9	2	41	36

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Other Punctuation

Open Punctuation

Close Punctuation

Most occurring scripts

Most frequent character per script

Hangul

Common

Most occurring blocks

Most frequent character per block

Hangul

None

ASCII

Common Values

Length

Common Values (Plot)

Interactions

Correlations

Missing values

Sample