gimi9 Pandas Profiling

Dataset statistics

Number of variables	11
Number of observations	93
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	9.0 KiB
Average record size in memory	99.4 B

Variable types

Text	1
Numeric	10

Dataset

Description	대검찰청에서 발간하는 범죄분석은 3종의 범죄통계원표를 기반으로 작성하는 자료이며 이 중 본 데이터는 공무원범죄자의 생활정도 및 혼인관계에 따른 범죄 통계임.
Author	대검찰청
URL	https://www.data.go.kr/data/15084739/fileData.do

Alerts

`생활정도_하류` is highly overall correlated with `생활정도_중류` and 7 other fields	High correlation
`생활정도_중류` is highly overall correlated with `생활정도_하류` and 8 other fields	High correlation
`생활정도_상류` is highly overall correlated with `생활정도_하류` and 7 other fields	High correlation
`생활정도_미상` is highly overall correlated with `생활정도_하류` and 6 other fields	High correlation
`유배우자` is highly overall correlated with `생활정도_하류` and 8 other fields	High correlation
`동거` is highly overall correlated with `생활정도_하류` and 5 other fields	High correlation
`이혼` is highly overall correlated with `생활정도_하류` and 7 other fields	High correlation
`사별` is highly overall correlated with `생활정도_중류` and 1 other fields	High correlation
`미혼` is highly overall correlated with `생활정도_하류` and 7 other fields	High correlation
`혼인관계_미상` is highly overall correlated with `생활정도_하류` and 6 other fields	High correlation
`범죄분류` has unique values	Unique
`생활정도_하류` has 34 (36.6%) zeros	Zeros
`생활정도_중류` has 11 (11.8%) zeros	Zeros
`생활정도_상류` has 57 (61.3%) zeros	Zeros
`생활정도_미상` has 13 (14.0%) zeros	Zeros
`유배우자` has 14 (15.1%) zeros	Zeros
`동거` has 73 (78.5%) zeros	Zeros
`이혼` has 54 (58.1%) zeros	Zeros
`사별` has 75 (80.6%) zeros	Zeros
`미혼` has 35 (37.6%) zeros	Zeros
`혼인관계_미상` has 13 (14.0%) zeros	Zeros

Reproduction

Analysis started	2023-12-12 10:31:01.552655
Analysis finished	2023-12-12 10:31:13.277832
Duration	11.73 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

범죄분류
Text

UNIQUE

Distinct	93
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	876.0 B

Length

Max length	21
Median length	18
Mean length	6.1827957
Min length	2

Characters and Unicode

Total characters	575
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	93 ?
Unique (%)	100.0%

Sample

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

Value	Count	Frequency (%)
절도	1	1.1%
경범죄처벌법	1	1.1%
선박안전법	1	1.1%
산지관리법	1	1.1%
산업안전보건법	1	1.1%
산림자원의조성및관리에관한법률	1	1.1%
부정수표단속법	1	1.1%
병역법	1	1.1%
물환경보전법	1	1.1%
마약류관리에관한법률	1	1.1%
Other values (83)	83	89.2%

Most occurring characters

Value	Count	Frequency (%)
법	49	8.5%
관	19	3.3%
보	15	2.6%
리	11	1.9%
한	11	1.9%
에	10	1.7%
기	9	1.6%
률	9	1.6%
의	9	1.6%
자	9	1.6%
Other values (158)	424	73.7%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	563	97.9%
Open Punctuation	4	0.7%
Close Punctuation	4	0.7%
Other Punctuation	4	0.7%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
법	49	8.7%
관	19	3.4%
보	15	2.7%
리	11	2.0%
한	11	2.0%
에	10	1.8%
기	9	1.6%
률	9	1.6%
의	9	1.6%
자	9	1.6%
Other values (154)	412	73.2%

Other Punctuation

Value	Count	Frequency (%)
,	2	50.0%
·	2	50.0%

Open Punctuation

Value	Count	Frequency (%)
(	4	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	4	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	563	97.9%
Common	12	2.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
법	49	8.7%
관	19	3.4%
보	15	2.7%
리	11	2.0%
한	11	2.0%
에	10	1.8%
기	9	1.6%
률	9	1.6%
의	9	1.6%
자	9	1.6%
Other values (154)	412	73.2%

Common

Value	Count	Frequency (%)
(	4	33.3%
)	4	33.3%
,	2	16.7%
·	2	16.7%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	563	97.9%
ASCII	10	1.7%
None	2	0.3%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
법	49	8.7%
관	19	3.4%
보	15	2.7%
리	11	2.0%
한	11	2.0%
에	10	1.8%
기	9	1.6%
률	9	1.6%
의	9	1.6%
자	9	1.6%
Other values (154)	412	73.2%

ASCII

Value	Count	Frequency (%)
(	4	40.0%
)	4	40.0%
,	2	20.0%

None

Value	Count	Frequency (%)
·	2	100.0%

생활정도_하류
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	30
Distinct (%)	32.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	19.322581

Minimum	0
Maximum	639
Zeros	34
Zeros (%)	36.6%
Negative	0
Negative (%)	0.0%
Memory size	969.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	12
95-th percentile	59.6
Maximum	639
Range	639
Interquartile range (IQR)	12

Descriptive statistics

Standard deviation	73.347914
Coefficient of variation (CV)	3.7959689
Kurtosis	58.069475
Mean	19.322581
Median Absolute Deviation (MAD)	1
Skewness	7.2514551
Sum	1797
Variance	5379.9165
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=30)

Value	Count	Frequency (%)
0	34	36.6%
1	16	17.2%
5	4	4.3%
2	4	4.3%
4	4	4.3%
6	3	3.2%
17	3	3.2%
3	2	2.2%
27	2	2.2%
105	1	1.1%
Other values (20)	20	21.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	34	36.6%
1	16	17.2%
2	4	4.3%
3	2	2.2%
4	4	4.3%
5	4	4.3%
6	3	3.2%
7	1	1.1%
10	1	1.1%
12	1	1.1%

Value	Count	Frequency (%)
639	1	1.1%
286	1	1.1%
105	1	1.1%
81	1	1.1%
68	1	1.1%
54	1	1.1%
49	1	1.1%
43	1	1.1%
41	1	1.1%
40	1	1.1%

생활정도_중류
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	43
Distinct (%)	46.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	50.215054

Minimum	0
Maximum	1128
Zeros	11
Zeros (%)	11.8%
Negative	0
Negative (%)	0.0%
Memory size	969.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	6
Q3	31
95-th percentile	216.6
Maximum	1128
Range	1128
Interquartile range (IQR)	30

Descriptive statistics

Standard deviation	145.00561
Coefficient of variation (CV)	2.887692
Kurtosis	36.774045
Mean	50.215054
Median Absolute Deviation (MAD)	5
Skewness	5.6257534
Sum	4670
Variance	21026.627
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=43)

Value	Count	Frequency (%)
1	16	17.2%
0	11	11.8%
2	6	6.5%
9	4	4.3%
12	4	4.3%
3	4	4.3%
4	4	4.3%
6	4	4.3%
5	3	3.2%
8	3	3.2%
Other values (33)	34	36.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	11	11.8%
1	16	17.2%
2	6	6.5%
3	4	4.3%
4	4	4.3%
5	3	3.2%
6	4	4.3%
7	1	1.1%
8	3	3.2%
9	4	4.3%

Value	Count	Frequency (%)
1128	1	1.1%
682	1	1.1%
328	1	1.1%
258	1	1.1%
255	1	1.1%
191	1	1.1%
179	1	1.1%
157	1	1.1%
146	1	1.1%
108	1	1.1%

생활정도_상류
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	12
Distinct (%)	12.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.9139785

Minimum	0
Maximum	25
Zeros	57
Zeros (%)	61.3%
Negative	0
Negative (%)	0.0%
Memory size	969.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	2
95-th percentile	10
Maximum	25
Range	25
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	4.0315493
Coefficient of variation (CV)	2.1063712
Kurtosis	13.256044
Mean	1.9139785
Median Absolute Deviation (MAD)	0
Skewness	3.3057593
Sum	178
Variance	16.253389
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
0	57	61.3%
1	9	9.7%
2	7	7.5%
4	5	5.4%
5	3	3.2%
3	3	3.2%
10	3	3.2%
9	2	2.2%
16	1	1.1%
7	1	1.1%
Other values (2)	2	2.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	57	61.3%
1	9	9.7%
2	7	7.5%
3	3	3.2%
4	5	5.4%
5	3	3.2%
7	1	1.1%
9	2	2.2%
10	3	3.2%
15	1	1.1%

Value	Count	Frequency (%)
25	1	1.1%
16	1	1.1%
15	1	1.1%
10	3	3.2%
9	2	2.2%
7	1	1.1%
5	3	3.2%
4	5	5.4%
3	3	3.2%
2	7	7.5%

생활정도_미상
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	44
Distinct (%)	47.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	71.666667

Minimum	0
Maximum	1536
Zeros	13
Zeros (%)	14.0%
Negative	0
Negative (%)	0.0%
Memory size	969.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2
median	6
Q3	48
95-th percentile	336.2
Maximum	1536
Range	1536
Interquartile range (IQR)	46

Descriptive statistics

Standard deviation	199.75291
Coefficient of variation (CV)	2.7872499
Kurtosis	32.742796
Mean	71.666667
Median Absolute Deviation (MAD)	6
Skewness	5.1872097
Sum	6665
Variance	39901.225
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=44)

Value	Count	Frequency (%)
0	13	14.0%
3	10	10.8%
2	7	7.5%
1	7	7.5%
4	5	5.4%
8	3	3.2%
5	3	3.2%
33	3	3.2%
6	3	3.2%
63	2	2.2%
Other values (34)	37	39.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	13	14.0%
1	7	7.5%
2	7	7.5%
3	10	10.8%
4	5	5.4%
5	3	3.2%
6	3	3.2%
7	1	1.1%
8	3	3.2%
9	2	2.2%

Value	Count	Frequency (%)
1536	1	1.1%
664	1	1.1%
660	1	1.1%
562	1	1.1%
389	1	1.1%
301	1	1.1%
290	1	1.1%
281	1	1.1%
267	1	1.1%
168	1	1.1%

유배우자
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	42
Distinct (%)	45.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	54.16129

Minimum	0
Maximum	1288
Zeros	14
Zeros (%)	15.1%
Negative	0
Negative (%)	0.0%
Memory size	969.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	6
Q3	32
95-th percentile	215.2
Maximum	1288
Range	1288
Interquartile range (IQR)	31

Descriptive statistics

Standard deviation	161.26607
Coefficient of variation (CV)	2.9775153
Kurtosis	40.361739
Mean	54.16129
Median Absolute Deviation (MAD)	6
Skewness	5.8955732
Sum	5037
Variance	26006.745
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=42)

Value	Count	Frequency (%)
1	14	15.1%
0	14	15.1%
7	5	5.4%
3	5	5.4%
2	5	5.4%
6	4	4.3%
4	3	3.2%
10	3	3.2%
17	2	2.2%
5	2	2.2%
Other values (32)	36	38.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	14	15.1%
1	14	15.1%
2	5	5.4%
3	5	5.4%
4	3	3.2%
5	2	2.2%
6	4	4.3%
7	5	5.4%
9	2	2.2%
10	3	3.2%

Value	Count	Frequency (%)
1288	1	1.1%
725	1	1.1%
360	1	1.1%
266	1	1.1%
226	1	1.1%
208	1	1.1%
200	1	1.1%
184	1	1.1%
167	1	1.1%
112	1	1.1%

동거
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	8
Distinct (%)	8.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.172043

Minimum	0
Maximum	40
Zeros	73
Zeros (%)	78.5%
Negative	0
Negative (%)	0.0%
Memory size	969.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	3
Maximum	40
Range	40
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	4.7836307
Coefficient of variation (CV)	4.0814464
Kurtosis	49.854634
Mean	1.172043
Median Absolute Deviation (MAD)	0
Skewness	6.6669313
Sum	109
Variance	22.883123
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0	73	78.5%
2	8	8.6%
1	5	5.4%
3	3	3.2%
8	1	1.1%
12	1	1.1%
19	1	1.1%
40	1	1.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	73	78.5%
1	5	5.4%
2	8	8.6%
3	3	3.2%
8	1	1.1%
12	1	1.1%
19	1	1.1%
40	1	1.1%

Value	Count	Frequency (%)
40	1	1.1%
19	1	1.1%
12	1	1.1%
8	1	1.1%
3	3	3.2%
2	8	8.6%
1	5	5.4%
0	73	78.5%

이혼
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	15
Distinct (%)	16.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.5268817

Minimum	0
Maximum	61
Zeros	54
Zeros (%)	58.1%
Negative	0
Negative (%)	0.0%
Memory size	969.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	2
95-th percentile	11
Maximum	61
Range	61
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	7.180274
Coefficient of variation (CV)	2.8415552
Kurtosis	48.620264
Mean	2.5268817
Median Absolute Deviation (MAD)	0
Skewness	6.3135338
Sum	235
Variance	51.556335
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=15)

Value	Count	Frequency (%)
0	54	58.1%
1	13	14.0%
3	5	5.4%
2	5	5.4%
4	3	3.2%
10	2	2.2%
7	2	2.2%
11	2	2.2%
8	1	1.1%
16	1	1.1%
Other values (5)	5	5.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	54	58.1%
1	13	14.0%
2	5	5.4%
3	5	5.4%
4	3	3.2%
5	1	1.1%
6	1	1.1%
7	2	2.2%
8	1	1.1%
10	2	2.2%

Value	Count	Frequency (%)
61	1	1.1%
20	1	1.1%
16	1	1.1%
13	1	1.1%
11	2	2.2%
10	2	2.2%
8	1	1.1%
7	2	2.2%
6	1	1.1%
5	1	1.1%

사별
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	6
Distinct (%)	6.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.3655914

Minimum	0
Maximum	9
Zeros	75
Zeros (%)	80.6%
Negative	0
Negative (%)	0.0%
Memory size	969.0 B

Quantile statistics

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

Descriptive statistics

Standard deviation	1.1304573
Coefficient of variation (CV)	3.0921331
Kurtosis	38.143643
Mean	0.3655914
Median Absolute Deviation (MAD)	0
Skewness	5.5556384
Sum	34
Variance	1.2779336
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
0	75	80.6%
1	12	12.9%
2	3	3.2%
4	1	1.1%
3	1	1.1%
9	1	1.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	75	80.6%
1	12	12.9%
2	3	3.2%
3	1	1.1%
4	1	1.1%
9	1	1.1%

Value	Count	Frequency (%)
9	1	1.1%
4	1	1.1%
3	1	1.1%
2	3	3.2%
1	12	12.9%
0	75	80.6%

미혼
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	23
Distinct (%)	24.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	13.247312

Minimum	0
Maximum	413
Zeros	35
Zeros (%)	37.6%
Negative	0
Negative (%)	0.0%
Memory size	969.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	8
95-th percentile	36
Maximum	413
Range	413
Interquartile range (IQR)	8

Descriptive statistics

Standard deviation	49.640152
Coefficient of variation (CV)	3.7471868
Kurtosis	50.271698
Mean	13.247312
Median Absolute Deviation (MAD)	1
Skewness	6.7992822
Sum	1232
Variance	2464.1447
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=23)

Value	Count	Frequency (%)
0	35	37.6%
1	16	17.2%
2	5	5.4%
4	5	5.4%
5	4	4.3%
15	3	3.2%
3	3	3.2%
8	3	3.2%
36	2	2.2%
12	2	2.2%
Other values (13)	15	16.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	35	37.6%
1	16	17.2%
2	5	5.4%
3	3	3.2%
4	5	5.4%
5	4	4.3%
7	1	1.1%
8	3	3.2%
9	1	1.1%
11	1	1.1%

Value	Count	Frequency (%)
413	1	1.1%
234	1	1.1%
76	1	1.1%
54	1	1.1%
36	2	2.2%
34	2	2.2%
25	1	1.1%
21	2	2.2%
20	1	1.1%
17	1	1.1%

혼인관계_미상
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	40
Distinct (%)	43.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	71.645161

Minimum	0
Maximum	1539
Zeros	13
Zeros (%)	14.0%
Negative	0
Negative (%)	0.0%
Memory size	969.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2
median	6
Q3	48
95-th percentile	336.2
Maximum	1539
Range	1539
Interquartile range (IQR)	46

Descriptive statistics

Standard deviation	200.11104
Coefficient of variation (CV)	2.7930852
Kurtosis	32.784495
Mean	71.645161
Median Absolute Deviation (MAD)	6
Skewness	5.1913529
Sum	6663
Variance	40044.427
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=40)

Value	Count	Frequency (%)
0	13	14.0%
2	9	9.7%
3	9	9.7%
1	6	6.5%
4	5	5.4%
6	4	4.3%
8	3	3.2%
5	3	3.2%
33	3	3.2%
63	2	2.2%
Other values (30)	36	38.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	13	14.0%
1	6	6.5%
2	9	9.7%
3	9	9.7%
4	5	5.4%
5	3	3.2%
6	4	4.3%
8	3	3.2%
9	2	2.2%
12	1	1.1%

Value	Count	Frequency (%)
1539	1	1.1%
664	2	2.2%
562	1	1.1%
386	1	1.1%
303	1	1.1%
289	1	1.1%
283	1	1.1%
266	1	1.1%
166	1	1.1%
108	1	1.1%

Phik (φk)
Auto

Heatmap
Table

	범죄분류	생활정도_하류	생활정도_중류	생활정도_상류	생활정도_미상	유배우자	동거	이혼	사별	미혼	혼인관계_미상
범죄분류	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000
생활정도_하류	1.000	1.000	0.906	0.837	0.881	0.933	0.925	0.748	0.917	0.987	0.881
생활정도_중류	1.000	0.906	1.000	0.815	0.802	0.998	0.982	0.926	0.830	0.925	0.802
생활정도_상류	1.000	0.837	0.815	1.000	0.736	0.819	0.839	0.837	0.779	0.867	0.736
생활정도_미상	1.000	0.881	0.802	0.736	1.000	0.817	0.848	0.702	0.873	0.864	1.000
유배우자	1.000	0.933	0.998	0.819	0.817	1.000	0.991	0.934	0.838	0.883	0.817
동거	1.000	0.925	0.982	0.839	0.848	0.991	1.000	0.960	0.800	0.904	0.848
이혼	1.000	0.748	0.926	0.837	0.702	0.934	0.960	1.000	0.672	0.793	0.702
사별	1.000	0.917	0.830	0.779	0.873	0.838	0.800	0.672	1.000	0.940	0.873
미혼	1.000	0.987	0.925	0.867	0.864	0.883	0.904	0.793	0.940	1.000	0.864
혼인관계_미상	1.000	0.881	0.802	0.736	1.000	0.817	0.848	0.702	0.873	0.864	1.000

Heatmap
Table

	생활정도_하류	생활정도_중류	생활정도_상류	생활정도_미상	유배우자	동거	이혼	사별	미혼	혼인관계_미상
생활정도_하류	1.000	0.808	0.756	0.635	0.832	0.573	0.799	0.426	0.841	0.636
생활정도_중류	0.808	1.000	0.788	0.765	0.962	0.552	0.795	0.516	0.820	0.767
생활정도_상류	0.756	0.788	1.000	0.728	0.814	0.615	0.724	0.473	0.684	0.732
생활정도_미상	0.635	0.765	0.728	1.000	0.804	0.478	0.637	0.491	0.613	0.999
유배우자	0.832	0.962	0.814	0.804	1.000	0.524	0.780	0.523	0.751	0.803
동거	0.573	0.552	0.615	0.478	0.524	1.000	0.601	0.324	0.527	0.478
이혼	0.799	0.795	0.724	0.637	0.780	0.601	1.000	0.362	0.804	0.637
사별	0.426	0.516	0.473	0.491	0.523	0.324	0.362	1.000	0.372	0.490
미혼	0.841	0.820	0.684	0.613	0.751	0.527	0.804	0.372	1.000	0.615
혼인관계_미상	0.636	0.767	0.732	0.999	0.803	0.478	0.637	0.490	0.615	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	생활정도_하류	생활정도_중류	생활정도_상류	생활정도_미상	유배우자	동거	이혼	사별	미혼	혼인관계_미상
0	절도	27	108	5	63	90	2	8	4	36	63
1	장물	2	2	0	0	1	0	0	0	3	0
2	사기	68	157	4	290	184	2	10	0	34	289
3	횡령	28	105	4	93	112	3	3	1	17	94
4	배임	4	39	2	56	39	0	1	0	4	57
5	손괴	17	85	4	64	85	1	4	0	16	64
6	살인	1	3	0	1	3	0	0	0	1	1
7	강도	0	4	0	1	3	0	0	0	1	1
8	방화	0	1	0	0	0	0	0	0	1	0
9	성폭력	49	258	16	92	226	1	16	2	76	94

	범죄분류	생활정도_하류	생활정도_중류	생활정도_상류	생활정도_미상	유배우자	동거	이혼	사별	미혼	혼인관계_미상
83	저작권법	1	3	0	17	3	0	0	0	1	17
84	전자금융거래법	7	15	1	9	17	0	1	2	3	9
85	정보통신망이용촉진및정보보호등에관한법률	17	26	3	63	32	0	2	0	12	63
86	주민등록법	1	6	0	2	4	0	1	0	2	2
87	청소년보호법	2	0	0	0	2	0	0	0	0	0
88	통신비밀보호법	0	0	0	3	0	0	0	0	0	3
89	특가법(도주차량)	15	23	2	17	30	0	1	1	8	17
90	폐기물관리법	0	5	0	4	5	0	0	0	0	4
91	화물자동차운수사업법	0	1	0	2	1	0	0	0	0	2
92	기타특별법	81	255	10	267	266	40	7	0	34	266

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

ASCII

None

Interactions

Correlations

Missing values

Sample