gimi9 Pandas Profiling

Dataset statistics

Number of variables	12
Number of observations	158
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	16.6 KiB
Average record size in memory	107.8 B

Variable types

Text	1
Numeric	9
Categorical	2

Dataset

Description	대검찰청에서 발간하는 범죄분석은 3종의 범죄통계원표를 기반으로 작성하는 자료이며 이 중 본 데이터는 여성범죄자의 공범관계에 관한 통계임.
Author	대검찰청
URL	https://www.data.go.kr/data/15085085/fileData.do

Alerts

`단독범` is highly overall correlated with `학교동창` and 8 other fields	High correlation
`학교동창` is highly overall correlated with `단독범` and 5 other fields	High correlation
`직장동료` is highly overall correlated with `단독범` and 8 other fields	High correlation
`친인척` is highly overall correlated with `단독범` and 8 other fields	High correlation
`동네친구` is highly overall correlated with `단독범` and 7 other fields	High correlation
`고향친구` is highly overall correlated with `단독범` and 8 other fields	High correlation
`애인` is highly overall correlated with `단독범` and 8 other fields	High correlation
`기타` is highly overall correlated with `단독범` and 6 other fields	High correlation
`미상` is highly overall correlated with `단독범` and 6 other fields	High correlation
`교도소_소년원동료` is highly overall correlated with `단독범` and 7 other fields	High correlation
`군동료` is highly overall correlated with `직장동료`	High correlation
`교도소_소년원동료` is highly imbalanced (85.2%)	Imbalance
`군동료` is highly imbalanced (73.8%)	Imbalance
`범죄분류` has unique values	Unique
`단독범` has 2 (1.3%) zeros	Zeros
`학교동창` has 106 (67.1%) zeros	Zeros
`직장동료` has 37 (23.4%) zeros	Zeros
`친인척` has 49 (31.0%) zeros	Zeros
`동네친구` has 80 (50.6%) zeros	Zeros
`고향친구` has 115 (72.8%) zeros	Zeros
`애인` has 74 (46.8%) zeros	Zeros
`기타` has 9 (5.7%) zeros	Zeros
`미상` has 5 (3.2%) zeros	Zeros

Reproduction

Analysis started	2023-12-12 07:22:24.724816
Analysis finished	2023-12-12 07:22:33.950112
Duration	9.23 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

범죄분류
Text

UNIQUE

Distinct	158
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	1.4 KiB

Length

Max length	23
Median length	17
Mean length	7.8164557
Min length	2

Characters and Unicode

Total characters	1235
Distinct characters	222
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	158 ?
Unique (%)	100.0%

Sample

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

Value	Count	Frequency (%)
절도	1	0.6%
성매매알선등행위의처벌에관한법률	1	0.6%
수산업법	1	0.6%
산업안전보건법	1	0.6%
산지관리법	1	0.6%
상표법	1	0.6%
석유및석유대체연료사업법	1	0.6%
선박안전법	1	0.6%
선박직원법	1	0.6%
사행행위등규제및처벌특례법	1	0.6%
Other values (148)	148	93.7%

Most occurring characters

Value	Count	Frequency (%)
법	112	9.1%
관	62	5.0%
한	35	2.8%
에	34	2.8%
률	32	2.6%
리	29	2.3%
의	25	2.0%
보	24	1.9%
및	23	1.9%
업	18	1.5%
Other values (212)	841	68.1%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	1201	97.2%
Close Punctuation	12	1.0%
Open Punctuation	12	1.0%
Other Punctuation	10	0.8%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
법	112	9.3%
관	62	5.2%
한	35	2.9%
에	34	2.8%
률	32	2.7%
리	29	2.4%
의	25	2.1%
보	24	2.0%
및	23	1.9%
업	18	1.5%
Other values (208)	807	67.2%

Other Punctuation

Value	Count	Frequency (%)
,	8	80.0%
·	2	20.0%

Close Punctuation

Value	Count	Frequency (%)
)	12	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	12	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	1201	97.2%
Common	34	2.8%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
법	112	9.3%
관	62	5.2%
한	35	2.9%
에	34	2.8%
률	32	2.7%
리	29	2.4%
의	25	2.1%
보	24	2.0%
및	23	1.9%
업	18	1.5%
Other values (208)	807	67.2%

Common

Value	Count	Frequency (%)
)	12	35.3%
(	12	35.3%
,	8	23.5%
·	2	5.9%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	1201	97.2%
ASCII	32	2.6%
None	2	0.2%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
법	112	9.3%
관	62	5.2%
한	35	2.9%
에	34	2.8%
률	32	2.7%
리	29	2.4%
의	25	2.1%
보	24	2.0%
및	23	1.9%
업	18	1.5%
Other values (208)	807	67.2%

ASCII

Value	Count	Frequency (%)
)	12	37.5%
(	12	37.5%
,	8	25.0%

None

Value	Count	Frequency (%)
·	2	100.0%

단독범
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	129
Distinct (%)	81.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1562.8987

Minimum	0
Maximum	40780
Zeros	2
Zeros (%)	1.3%
Negative	0
Negative (%)	0.0%
Memory size	1.5 KiB

Quantile statistics

Minimum	0
5-th percentile	4
Q1	28.25
median	115.5
Q3	673
95-th percentile	5271.95
Maximum	40780
Range	40780
Interquartile range (IQR)	644.75

Descriptive statistics

Standard deviation	5116.936
Coefficient of variation (CV)	3.2740036
Kurtosis	32.274973
Mean	1562.8987
Median Absolute Deviation (MAD)	106
Skewness	5.4199356
Sum	246938
Variance	26183035
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
8	4	2.5%
27	3	1.9%
4	3	1.9%
50	3	1.9%
111	2	1.3%
673	2	1.3%
53	2	1.3%
32	2	1.3%
138	2	1.3%
18	2	1.3%
Other values (119)	133	84.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2	1.3%
1	1	0.6%
2	1	0.6%
3	2	1.3%
4	3	1.9%
5	1	0.6%
7	2	1.3%
8	4	2.5%
11	1	0.6%
12	2	1.3%

Value	Count	Frequency (%)
40780	1	0.6%
30002	1	0.6%
26862	1	0.6%
20256	1	0.6%
19296	1	0.6%
10584	1	0.6%
8414	1	0.6%
5640	1	0.6%
5207	1	0.6%
5201	1	0.6%

학교동창
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	29
Distinct (%)	18.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	16.436709

Minimum	0
Maximum	755
Zeros	106
Zeros (%)	67.1%
Negative	0
Negative (%)	0.0%
Memory size	1.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	2
95-th percentile	45.45
Maximum	755
Range	755
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	85.121901
Coefficient of variation (CV)	5.1787679
Kurtosis	55.932958
Mean	16.436709
Median Absolute Deviation (MAD)	0
Skewness	7.3203974
Sum	2597
Variance	7245.738
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=29)

Value	Count	Frequency (%)
0	106	67.1%
1	9	5.7%
2	8	5.1%
4	3	1.9%
7	3	1.9%
11	3	1.9%
10	2	1.3%
8	2	1.3%
21	2	1.3%
3	1	0.6%
Other values (19)	19	12.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	106	67.1%
1	9	5.7%
2	8	5.1%
3	1	0.6%
4	3	1.9%
5	1	0.6%
6	1	0.6%
7	3	1.9%
8	2	1.3%
9	1	0.6%

Value	Count	Frequency (%)
755	1	0.6%
638	1	0.6%
397	1	0.6%
125	1	0.6%
109	1	0.6%
65	1	0.6%
51	1	0.6%
48	1	0.6%
45	1	0.6%
39	1	0.6%

교도소_소년원동료
Categorical

HIGH CORRELATION IMBALANCE

Distinct	5
Distinct (%)	3.2%
Missing	0
Missing (%)	0.0%
Memory size	1.4 KiB

0	151
1	3
6	2
14	1
3	1

Length

Max length	2
Median length	1
Mean length	1.0063291
Min length	1

Unique

Unique	2 ?
Unique (%)	1.3%

Sample

1st row	14
2nd row	0
3rd row	6
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	151	95.6%
1	3	1.9%
6	2	1.3%
14	1	0.6%
3	1	0.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	151	95.6%
1	3	1.9%
6	2	1.3%
14	1	0.6%
3	1	0.6%

직장동료
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	47
Distinct (%)	29.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	29.955696

Minimum	0
Maximum	624
Zeros	37
Zeros (%)	23.4%
Negative	0
Negative (%)	0.0%
Memory size	1.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	3
Q3	14
95-th percentile	169.25
Maximum	624
Range	624
Interquartile range (IQR)	13

Descriptive statistics

Standard deviation	81.623054
Coefficient of variation (CV)	2.7247924
Kurtosis	25.317072
Mean	29.955696
Median Absolute Deviation (MAD)	3
Skewness	4.6402859
Sum	4733
Variance	6662.3229
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=47)

Value	Count	Frequency (%)
0	37	23.4%
1	19	12.0%
2	17	10.8%
3	9	5.7%
4	7	4.4%
7	6	3.8%
8	5	3.2%
5	5	3.2%
6	5	3.2%
12	3	1.9%
Other values (37)	45	28.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	37	23.4%
1	19	12.0%
2	17	10.8%
3	9	5.7%
4	7	4.4%
5	5	3.2%
6	5	3.2%
7	6	3.8%
8	5	3.2%
9	2	1.3%

Value	Count	Frequency (%)
624	1	0.6%
484	1	0.6%
354	1	0.6%
291	1	0.6%
277	1	0.6%
234	1	0.6%
204	1	0.6%
182	1	0.6%
167	1	0.6%
131	1	0.6%

친인척
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	45
Distinct (%)	28.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	29.658228

Minimum	0
Maximum	849
Zeros	49
Zeros (%)	31.0%
Negative	0
Negative (%)	0.0%
Memory size	1.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	2
Q3	10.75
95-th percentile	111.35
Maximum	849
Range	849
Interquartile range (IQR)	10.75

Descriptive statistics

Standard deviation	108.56357
Coefficient of variation (CV)	3.6604873
Kurtosis	36.123159
Mean	29.658228
Median Absolute Deviation (MAD)	2
Skewness	5.8771581
Sum	4686
Variance	11786.048
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=45)

Value	Count	Frequency (%)
0	49	31.0%
1	23	14.6%
2	12	7.6%
3	9	5.7%
9	6	3.8%
4	5	3.2%
5	4	2.5%
11	4	2.5%
6	4	2.5%
8	4	2.5%
Other values (35)	38	24.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	49	31.0%
1	23	14.6%
2	12	7.6%
3	9	5.7%
4	5	3.2%
5	4	2.5%
6	4	2.5%
7	1	0.6%
8	4	2.5%
9	6	3.8%

Value	Count	Frequency (%)
849	1	0.6%
672	1	0.6%
652	1	0.6%
505	1	0.6%
132	1	0.6%
130	1	0.6%
119	2	1.3%
110	1	0.6%
87	1	0.6%
85	1	0.6%

군동료
Categorical

HIGH CORRELATION IMBALANCE

Distinct	2
Distinct (%)	1.3%
Missing	0
Missing (%)	0.0%
Memory size	1.4 KiB

0	151
1	7

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
0	151	95.6%
1	7	4.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	151	95.6%
1	7	4.4%

동네친구
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	38
Distinct (%)	24.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	37.841772

Minimum	0
Maximum	1229
Zeros	80
Zeros (%)	50.6%
Negative	0
Negative (%)	0.0%
Memory size	1.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	7.75
95-th percentile	83.15
Maximum	1229
Range	1229
Interquartile range (IQR)	7.75

Descriptive statistics

Standard deviation	166.45439
Coefficient of variation (CV)	4.3986944
Kurtosis	36.783354
Mean	37.841772
Median Absolute Deviation (MAD)	0
Skewness	5.9895995
Sum	5979
Variance	27707.064
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=38)

Value	Count	Frequency (%)
0	80	50.6%
2	11	7.0%
1	10	6.3%
3	6	3.8%
4	5	3.2%
8	4	2.5%
13	3	1.9%
7	3	1.9%
6	3	1.9%
11	2	1.3%
Other values (28)	31	19.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	80	50.6%
1	10	6.3%
2	11	7.0%
3	6	3.8%
4	5	3.2%
6	3	1.9%
7	3	1.9%
8	4	2.5%
9	1	0.6%
10	2	1.3%

Value	Count	Frequency (%)
1229	1	0.6%
1198	1	0.6%
848	1	0.6%
806	1	0.6%
401	1	0.6%
184	1	0.6%
106	1	0.6%
84	1	0.6%
83	1	0.6%
79	1	0.6%

고향친구
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	21
Distinct (%)	13.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.8164557

Minimum	0
Maximum	97
Zeros	115
Zeros (%)	72.8%
Negative	0
Negative (%)	0.0%
Memory size	1.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	17.9
Maximum	97
Range	97
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	13.198069
Coefficient of variation (CV)	3.4582005
Kurtosis	26.030005
Mean	3.8164557
Median Absolute Deviation (MAD)	0
Skewness	4.9349434
Sum	603
Variance	174.18903
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=21)

Value	Count	Frequency (%)
0	115	72.8%
1	7	4.4%
2	6	3.8%
3	5	3.2%
4	4	2.5%
11	2	1.3%
8	2	1.3%
7	2	1.3%
5	2	1.3%
12	2	1.3%
Other values (11)	11	7.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	115	72.8%
1	7	4.4%
2	6	3.8%
3	5	3.2%
4	4	2.5%
5	2	1.3%
6	1	0.6%
7	2	1.3%
8	2	1.3%
9	1	0.6%

Value	Count	Frequency (%)
97	1	0.6%
73	1	0.6%
67	1	0.6%
61	1	0.6%
56	1	0.6%
30	1	0.6%
28	1	0.6%
23	1	0.6%
17	1	0.6%
12	2	1.3%

애인
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	29
Distinct (%)	18.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	13.550633

Minimum	0
Maximum	439
Zeros	74
Zeros (%)	46.8%
Negative	0
Negative (%)	0.0%
Memory size	1.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	4
95-th percentile	35.6
Maximum	439
Range	439
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	55.422241
Coefficient of variation (CV)	4.0900113
Kurtosis	39.015099
Mean	13.550633
Median Absolute Deviation (MAD)	1
Skewness	6.1195317
Sum	2141
Variance	3071.6248
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=29)

Value	Count	Frequency (%)
0	74	46.8%
1	24	15.2%
3	10	6.3%
2	9	5.7%
8	4	2.5%
4	4	2.5%
6	3	1.9%
13	2	1.3%
9	2	1.3%
20	2	1.3%
Other values (19)	24	15.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	74	46.8%
1	24	15.2%
2	9	5.7%
3	10	6.3%
4	4	2.5%
6	3	1.9%
7	1	0.6%
8	4	2.5%
9	2	1.3%
10	2	1.3%

Value	Count	Frequency (%)
439	1	0.6%
364	1	0.6%
335	1	0.6%
202	1	0.6%
131	1	0.6%
56	1	0.6%
52	1	0.6%
39	1	0.6%
35	1	0.6%
34	1	0.6%

기타
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	85
Distinct (%)	53.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	173.91139

Minimum	0
Maximum	4697
Zeros	9
Zeros (%)	5.7%
Negative	0
Negative (%)	0.0%
Memory size	1.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	5
median	19.5
Q3	71.75
95-th percentile	858.6
Maximum	4697
Range	4697
Interquartile range (IQR)	66.75

Descriptive statistics

Standard deviation	587.08617
Coefficient of variation (CV)	3.3757775
Kurtosis	35.050906
Mean	173.91139
Median Absolute Deviation (MAD)	17.5
Skewness	5.6542585
Sum	27478
Variance	344670.17
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
5	9	5.7%
0	9	5.7%
1	9	5.7%
10	7	4.4%
2	6	3.8%
9	6	3.8%
4	5	3.2%
3	5	3.2%
6	4	2.5%
34	3	1.9%
Other values (75)	95	60.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	9	5.7%
1	9	5.7%
2	6	3.8%
3	5	3.2%
4	5	3.2%
5	9	5.7%
6	4	2.5%
7	2	1.3%
8	3	1.9%
9	6	3.8%

Value	Count	Frequency (%)
4697	1	0.6%
3734	1	0.6%
3224	1	0.6%
2065	1	0.6%
1505	1	0.6%
1256	1	0.6%
1004	1	0.6%
913	1	0.6%
849	1	0.6%
597	1	0.6%

미상
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	111
Distinct (%)	70.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	348.46203

Minimum	0
Maximum	14684
Zeros	5
Zeros (%)	3.2%
Negative	0
Negative (%)	0.0%
Memory size	1.5 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	12.25
median	50.5
Q3	186
95-th percentile	1370.15
Maximum	14684
Range	14684
Interquartile range (IQR)	173.75

Descriptive statistics

Standard deviation	1290.8254
Coefficient of variation (CV)	3.7043502
Kurtosis	98.845798
Mean	348.46203
Median Absolute Deviation (MAD)	45.5
Skewness	9.2339083
Sum	55057
Variance	1666230.2
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2	6	3.8%
1	6	3.8%
5	5	3.2%
15	5	3.2%
0	5	3.2%
9	3	1.9%
8	3	1.9%
22	3	1.9%
7	3	1.9%
37	2	1.3%
Other values (101)	117	74.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	5	3.2%
1	6	3.8%
2	6	3.8%
3	1	0.6%
4	2	1.3%
5	5	3.2%
6	2	1.3%
7	3	1.9%
8	3	1.9%
9	3	1.9%

Value	Count	Frequency (%)
14684	1	0.6%
4934	1	0.6%
2724	1	0.6%
2434	1	0.6%
2229	1	0.6%
1888	1	0.6%
1634	1	0.6%
1507	1	0.6%
1346	1	0.6%
1291	1	0.6%

Heatmap
Table

	단독범	학교동창	교도소_소년원동료	직장동료	친인척	군동료	동네친구	고향친구	애인	기타	미상
단독범	1.000	0.862	0.714	0.826	0.855	0.204	0.863	0.865	0.963	0.804	0.895
학교동창	0.862	1.000	0.959	0.806	0.985	0.000	0.954	0.934	0.947	0.774	0.767
교도소_소년원동료	0.714	0.959	1.000	0.711	0.923	0.000	0.873	0.786	0.846	0.637	0.630
직장동료	0.826	0.806	0.711	1.000	0.818	0.841	0.928	0.967	0.863	0.974	0.966
친인척	0.855	0.985	0.923	0.818	1.000	0.000	0.947	0.915	0.913	0.770	0.787
군동료	0.204	0.000	0.000	0.841	0.000	1.000	0.279	0.541	0.000	0.604	0.000
동네친구	0.863	0.954	0.873	0.928	0.947	0.279	1.000	0.935	0.863	0.922	0.782
고향친구	0.865	0.934	0.786	0.967	0.915	0.541	0.935	1.000	0.924	0.971	0.960
애인	0.963	0.947	0.846	0.863	0.913	0.000	0.863	0.924	1.000	0.836	0.880
기타	0.804	0.774	0.637	0.974	0.770	0.604	0.922	0.971	0.836	1.000	0.958
미상	0.895	0.767	0.630	0.966	0.787	0.000	0.782	0.960	0.880	0.958	1.000

Heatmap
Table

	군동료	교도소_소년원동료
군동료	1.000	0.000
교도소_소년원동료	0.000	1.000

Heatmap
Table

	단독범	학교동창	직장동료	친인척	동네친구	고향친구	애인	기타	미상	교도소_소년원동료	군동료
단독범	1.000	0.590	0.612	0.732	0.583	0.506	0.591	0.728	0.766	0.562	0.214
학교동창	0.590	1.000	0.427	0.508	0.698	0.622	0.640	0.449	0.409	0.712	0.000
직장동료	0.612	0.427	1.000	0.678	0.538	0.518	0.586	0.775	0.625	0.536	0.648
친인척	0.732	0.508	0.678	1.000	0.659	0.640	0.676	0.787	0.732	0.614	0.000
동네친구	0.583	0.698	0.538	0.659	1.000	0.705	0.753	0.599	0.478	0.521	0.337
고향친구	0.506	0.622	0.518	0.640	0.705	1.000	0.615	0.628	0.516	0.632	0.400
애인	0.591	0.640	0.586	0.676	0.753	0.615	1.000	0.615	0.520	0.747	0.000
기타	0.728	0.449	0.775	0.787	0.599	0.628	0.615	1.000	0.802	0.455	0.448
미상	0.766	0.409	0.625	0.732	0.478	0.516	0.520	0.802	1.000	0.556	0.000
교도소_소년원동료	0.562	0.712	0.536	0.614	0.521	0.632	0.747	0.455	0.556	1.000	0.000
군동료	0.214	0.000	0.648	0.000	0.337	0.400	0.000	0.448	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	군동료	동네친구	고향친구	애인	기타	미상
0	절도	20256	755	14	234	505	0	1229	73	439	913	851
1	장물	379	17	0	7	7	0	11	0	8	27	25
2	사기	26862	125	6	624	672	0	401	61	364	4697	14684
3	횡령	5201	65	0	131	119	0	83	11	56	308	1888
4	배임	551	0	0	44	19	0	1	0	3	119	818
5	손괴	4257	10	0	13	40	1	32	2	34	118	290
6	살인	105	2	0	0	3	0	3	0	6	4	18
7	강도	31	7	0	5	11	0	29	3	17	27	15
8	방화	202	2	0	0	1	0	2	0	3	2	6
9	성폭력	643	13	0	6	4	0	35	2	13	37	76

	범죄분류	단독범	학교동창	직장동료	친인척	군동료	동네친구	고향친구	애인	기타	미상
148	특허법	24	0	0	0	0	0	0	0	0	22
149	폐기물관리법	85	0	1	2	0	0	0	0	18	45
150	풍속영업의규제에관한법률	43	1	7	1	0	0	0	0	16	9
151	하천법	42	0	0	0	0	0	0	0	3	7
152	학교보건법	27	0	0	0	0	0	0	0	1	2
153	학원의설립운영및과외교습에관한법률	347	2	9	1	0	0	0	1	6	7
154	화물자동차운수사업법	82	0	6	0	0	0	0	1	10	8
155	화재예방,소방시설설치유지및안전관리에관한법률	7	0	0	0	0	0	0	0	0	6
156	화학물질관리법	43	20	2	0	0	46	1	2	4	26
157	기타특별법	10584	7	484	130	1	184	30	39	3224	1634

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Other Punctuation

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

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Interactions

Correlations

Missing values

Sample