gimi9 Pandas Profiling

Dataset statistics

Number of variables	12
Number of observations	162
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	17.1 KiB
Average record size in memory	107.8 B

Variable types

Text	1
Numeric	11

Dataset

Description	대검찰청에서 발간하는 범죄분석은 3종의 범죄통계원표를 기반으로 작성하는 자료이며 이 중 본 데이터는 범죄자의 공범관계에 관한 통계임. (단위 : 건)
Author	대검찰청
URL	https://www.data.go.kr/data/15085882/fileData.do

Alerts

`단독범` is highly overall correlated with `학교동창` and 8 other fields	High correlation
`학교동창` is highly overall correlated with `단독범` and 9 other fields	High correlation
`교도소_소년원동료` is highly overall correlated with `학교동창` and 3 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
`군동료` is highly overall correlated with `단독범` and 7 other fields	High correlation
`동네친구` is highly overall correlated with `단독범` and 9 other fields	High correlation
`고향친구` is highly overall correlated with `단독범` and 9 other fields	High correlation
`애인` is highly overall correlated with `단독범` and 9 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 7 other fields	High correlation
`범죄분류` has unique values	Unique
`학교동창` has 75 (46.3%) zeros	Zeros
`교도소_소년원동료` has 132 (81.5%) zeros	Zeros
`직장동료` has 17 (10.5%) zeros	Zeros
`친인척` has 32 (19.8%) zeros	Zeros
`군동료` has 128 (79.0%) zeros	Zeros
`동네친구` has 46 (28.4%) zeros	Zeros
`고향친구` has 70 (43.2%) zeros	Zeros
`애인` has 70 (43.2%) zeros	Zeros
`기타` has 3 (1.9%) zeros	Zeros

Reproduction

Analysis started	2023-12-12 14:25:35.349548
Analysis finished	2023-12-12 14:25:48.817469
Duration	13.47 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

범죄분류
Text

UNIQUE

Distinct	162
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	1.4 KiB

Length

Max length	32
Median length	19
Mean length	8.037037
Min length	2

Characters and Unicode

Total characters	1302
Distinct characters	225
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	162 ?
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%
약사법	1	0.6%
사행행위등규제및처벌특례법	1	0.6%
성매매알선등행위의처벌에관한법률	1	0.6%
산림자원의조성및관리에관한법률	1	0.6%
산업안전보건법	1	0.6%
산지관리법	1	0.6%
상표법	1	0.6%
석유및석유대체연료사업법	1	0.6%
선박안전법	1	0.6%
Other values (152)	152	93.8%

Most occurring characters

Value	Count	Frequency (%)
법	114	8.8%
관	67	5.1%
한	41	3.1%
에	40	3.1%
률	34	2.6%
리	31	2.4%
의	27	2.1%
보	26	2.0%
및	23	1.8%
업	19	1.5%
Other values (215)	880	67.6%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	1268	97.4%
Open Punctuation	12	0.9%
Close Punctuation	12	0.9%
Other Punctuation	10	0.8%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
법	114	9.0%
관	67	5.3%
한	41	3.2%
에	40	3.2%
률	34	2.7%
리	31	2.4%
의	27	2.1%
보	26	2.1%
및	23	1.8%
업	19	1.5%
Other values (211)	846	66.7%

Other Punctuation

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

Open Punctuation

Value	Count	Frequency (%)
(	12	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	12	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	1268	97.4%
Common	34	2.6%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
법	114	9.0%
관	67	5.3%
한	41	3.2%
에	40	3.2%
률	34	2.7%
리	31	2.4%
의	27	2.1%
보	26	2.1%
및	23	1.8%
업	19	1.5%
Other values (211)	846	66.7%

Common

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

Most occurring blocks

Value	Count	Frequency (%)
Hangul	1268	97.4%
ASCII	32	2.5%
None	2	0.2%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
법	114	9.0%
관	67	5.3%
한	41	3.2%
에	40	3.2%
률	34	2.7%
리	31	2.4%
의	27	2.1%
보	26	2.1%
및	23	1.8%
업	19	1.5%
Other values (211)	846	66.7%

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

Distinct	155
Distinct (%)	95.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	8517.4815

Minimum	0
Maximum	184691
Zeros	1
Zeros (%)	0.6%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	0
5-th percentile	27.35
Q1	208.25
median	783
Q3	3207.25
95-th percentile	32053.05
Maximum	184691
Range	184691
Interquartile range (IQR)	2999

Descriptive statistics

Standard deviation	27792.214
Coefficient of variation (CV)	3.2629614
Kurtosis	29.175529
Mean	8517.4815
Median Absolute Deviation (MAD)	702
Skewness	5.2705346
Sum	1379832
Variance	7.7240714 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
450	2	1.2%
129	2	1.2%
34	2	1.2%
187	2	1.2%
823	2	1.2%
172	2	1.2%
43	2	1.2%
169	1	0.6%
795	1	0.6%
304	1	0.6%
Other values (145)	145	89.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	0.6%
2	1	0.6%
3	1	0.6%
5	1	0.6%
13	1	0.6%
15	1	0.6%
18	1	0.6%
20	1	0.6%
27	1	0.6%
34	2	1.2%

Value	Count	Frequency (%)
184691	1	0.6%
183633	1	0.6%
179183	1	0.6%
126953	1	0.6%
79270	1	0.6%
54535	1	0.6%
48024	1	0.6%
37930	1	0.6%
32130	1	0.6%
30591	1	0.6%

학교동창
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	49
Distinct (%)	30.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	88.660494

Minimum	0
Maximum	6042
Zeros	75
Zeros (%)	46.3%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1.5
Q3	13
95-th percentile	210.6
Maximum	6042
Range	6042
Interquartile range (IQR)	13

Descriptive statistics

Standard deviation	536.421
Coefficient of variation (CV)	6.0502822
Kurtosis	98.130072
Mean	88.660494
Median Absolute Deviation (MAD)	1.5
Skewness	9.4210403
Sum	14363
Variance	287747.49
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=49)

Value	Count	Frequency (%)
0	75	46.3%
2	12	7.4%
1	6	3.7%
4	5	3.1%
3	5	3.1%
5	4	2.5%
6	3	1.9%
13	3	1.9%
37	2	1.2%
29	2	1.2%
Other values (39)	45	27.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	75	46.3%
1	6	3.7%
2	12	7.4%
3	5	3.1%
4	5	3.1%
5	4	2.5%
6	3	1.9%
7	2	1.2%
8	1	0.6%
9	2	1.2%

Value	Count	Frequency (%)
6042	1	0.6%
2347	1	0.6%
2122	1	0.6%
805	1	0.6%
291	1	0.6%
273	1	0.6%
259	1	0.6%
231	1	0.6%
215	1	0.6%
127	1	0.6%

교도소_소년원동료
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	15
Distinct (%)	9.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.8703704

Minimum	0
Maximum	316
Zeros	132
Zeros (%)	81.5%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	11.85
Maximum	316
Range	316
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	31.016353
Coefficient of variation (CV)	6.3683766
Kurtosis	77.289493
Mean	4.8703704
Median Absolute Deviation (MAD)	0
Skewness	8.5621805
Sum	789
Variance	962.01415
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=15)

Value	Count	Frequency (%)
0	132	81.5%
1	9	5.6%
2	6	3.7%
12	3	1.9%
8	2	1.2%
316	1	0.6%
219	1	0.6%
3	1	0.6%
25	1	0.6%
26	1	0.6%
Other values (5)	5	3.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	132	81.5%
1	9	5.6%
2	6	3.7%
3	1	0.6%
4	1	0.6%
6	1	0.6%
8	2	1.2%
9	1	0.6%
12	3	1.9%
15	1	0.6%

Value	Count	Frequency (%)
316	1	0.6%
219	1	0.6%
93	1	0.6%
26	1	0.6%
25	1	0.6%
15	1	0.6%
12	3	1.9%
9	1	0.6%
8	2	1.2%
6	1	0.6%

직장동료
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	96
Distinct (%)	59.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	164.15432

Minimum	0
Maximum	3864
Zeros	17
Zeros (%)	10.5%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	7
median	28.5
Q3	95.75
95-th percentile	751
Maximum	3864
Range	3864
Interquartile range (IQR)	88.75

Descriptive statistics

Standard deviation	453.11819
Coefficient of variation (CV)	2.7603184
Kurtosis	32.921121
Mean	164.15432
Median Absolute Deviation (MAD)	26.5
Skewness	5.2142157
Sum	26593
Variance	205316.09
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	17	10.5%
11	6	3.7%
5	6	3.7%
2	5	3.1%
10	4	2.5%
8	4	2.5%
1	4	2.5%
7	4	2.5%
41	3	1.9%
16	3	1.9%
Other values (86)	106	65.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	17	10.5%
1	4	2.5%
2	5	3.1%
3	3	1.9%
4	2	1.2%
5	6	3.7%
6	1	0.6%
7	4	2.5%
8	4	2.5%
9	1	0.6%

Value	Count	Frequency (%)
3864	1	0.6%
2390	1	0.6%
1900	1	0.6%
1662	1	0.6%
1641	1	0.6%
1523	1	0.6%
1001	1	0.6%
829	1	0.6%
756	1	0.6%
656	1	0.6%

친인척
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	65
Distinct (%)	40.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	73.092593

Minimum	0
Maximum	2118
Zeros	32
Zeros (%)	19.8%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1.25
median	8
Q3	28.75
95-th percentile	215.35
Maximum	2118
Range	2118
Interquartile range (IQR)	27.5

Descriptive statistics

Standard deviation	270.84936
Coefficient of variation (CV)	3.7055651
Kurtosis	38.748732
Mean	73.092593
Median Absolute Deviation (MAD)	8
Skewness	6.0979461
Sum	11841
Variance	73359.376
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	32	19.8%
2	17	10.5%
5	10	6.2%
1	9	5.6%
8	6	3.7%
4	5	3.1%
15	4	2.5%
3	4	2.5%
28	3	1.9%
29	3	1.9%
Other values (55)	69	42.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	32	19.8%
1	9	5.6%
2	17	10.5%
3	4	2.5%
4	5	3.1%
5	10	6.2%
6	2	1.2%
7	1	0.6%
8	6	3.7%
9	3	1.9%

Value	Count	Frequency (%)
2118	1	0.6%
1856	1	0.6%
1646	1	0.6%
1112	1	0.6%
361	1	0.6%
350	1	0.6%
309	1	0.6%
227	1	0.6%
216	1	0.6%
203	1	0.6%

군동료
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	13
Distinct (%)	8.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.1728395

Minimum	0
Maximum	34
Zeros	128
Zeros (%)	79.0%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	5.95
Maximum	34
Range	34
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	4.2886246
Coefficient of variation (CV)	3.6566168
Kurtosis	40.559082
Mean	1.1728395
Median Absolute Deviation (MAD)	0
Skewness	5.992394
Sum	190
Variance	18.392301
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=13)

Value	Count	Frequency (%)
0	128	79.0%
2	10	6.2%
1	9	5.6%
5	3	1.9%
7	2	1.2%
3	2	1.2%
9	2	1.2%
33	1	0.6%
34	1	0.6%
6	1	0.6%
Other values (3)	3	1.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	128	79.0%
1	9	5.6%
2	10	6.2%
3	2	1.2%
4	1	0.6%
5	3	1.9%
6	1	0.6%
7	2	1.2%
9	2	1.2%
14	1	0.6%

Value	Count	Frequency (%)
34	1	0.6%
33	1	0.6%
17	1	0.6%
14	1	0.6%
9	2	1.2%
7	2	1.2%
6	1	0.6%
5	3	1.9%
4	1	0.6%
3	2	1.2%

동네친구
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	69
Distinct (%)	42.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	228.62346

Minimum	0
Maximum	8980
Zeros	46
Zeros (%)	28.4%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	6.5
Q3	51.25
95-th percentile	401.55
Maximum	8980
Range	8980
Interquartile range (IQR)	51.25

Descriptive statistics

Standard deviation	1035.6345
Coefficient of variation (CV)	4.5298696
Kurtosis	41.841633
Mean	228.62346
Median Absolute Deviation (MAD)	6.5
Skewness	6.2437339
Sum	37037
Variance	1072538.7
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	46	28.4%
2	17	10.5%
4	9	5.6%
12	4	2.5%
13	4	2.5%
9	4	2.5%
1	3	1.9%
8	3	1.9%
6	3	1.9%
10	3	1.9%
Other values (59)	66	40.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	46	28.4%
1	3	1.9%
2	17	10.5%
3	2	1.2%
4	9	5.6%
5	1	0.6%
6	3	1.9%
7	2	1.2%
8	3	1.9%
9	4	2.5%

Value	Count	Frequency (%)
8980	1	0.6%
5865	1	0.6%
4886	1	0.6%
4857	1	0.6%
4020	1	0.6%
760	1	0.6%
509	1	0.6%
466	1	0.6%
402	1	0.6%
393	1	0.6%

고향친구
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	44
Distinct (%)	27.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	33.666667

Minimum	0
Maximum	815
Zeros	70
Zeros (%)	43.2%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	2
Q3	12
95-th percentile	106.4
Maximum	815
Range	815
Interquartile range (IQR)	12

Descriptive statistics

Standard deviation	129.33432
Coefficient of variation (CV)	3.8416135
Kurtosis	26.851019
Mean	33.666667
Median Absolute Deviation (MAD)	2
Skewness	5.2464718
Sum	5454
Variance	16727.366
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=44)

Value	Count	Frequency (%)
0	70	43.2%
2	13	8.0%
4	9	5.6%
3	9	5.6%
1	7	4.3%
12	4	2.5%
5	4	2.5%
13	3	1.9%
15	3	1.9%
39	3	1.9%
Other values (34)	37	22.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	70	43.2%
1	7	4.3%
2	13	8.0%
3	9	5.6%
4	9	5.6%
5	4	2.5%
6	2	1.2%
7	1	0.6%
8	1	0.6%
10	1	0.6%

Value	Count	Frequency (%)
815	1	0.6%
762	1	0.6%
754	1	0.6%
704	1	0.6%
678	1	0.6%
140	1	0.6%
122	1	0.6%
120	1	0.6%
108	1	0.6%
76	1	0.6%

애인
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	38
Distinct (%)	23.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	26.382716

Minimum	0
Maximum	863
Zeros	70
Zeros (%)	43.2%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	7.75
95-th percentile	69.9
Maximum	863
Range	863
Interquartile range (IQR)	7.75

Descriptive statistics

Standard deviation	109.56329
Coefficient of variation (CV)	4.1528433
Kurtosis	39.507589
Mean	26.382716
Median Absolute Deviation (MAD)	1
Skewness	6.1736277
Sum	4274
Variance	12004.113
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=38)

Value	Count	Frequency (%)
0	70	43.2%
2	14	8.6%
1	13	8.0%
3	9	5.6%
6	6	3.7%
4	5	3.1%
14	4	2.5%
7	3	1.9%
16	3	1.9%
9	3	1.9%
Other values (28)	32	19.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	70	43.2%
1	13	8.0%
2	14	8.6%
3	9	5.6%
4	5	3.1%
5	1	0.6%
6	6	3.7%
7	3	1.9%
8	1	0.6%
9	3	1.9%

Value	Count	Frequency (%)
863	1	0.6%
744	1	0.6%
667	1	0.6%
427	1	0.6%
235	1	0.6%
125	1	0.6%
102	1	0.6%
76	1	0.6%
70	1	0.6%
68	1	0.6%

기타
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	129
Distinct (%)	79.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	610.37654

Minimum	0
Maximum	18868
Zeros	3
Zeros (%)	1.9%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	0
5-th percentile	5.05
Q1	33.75
median	136.5
Q3	342.25
95-th percentile	2173.95
Maximum	18868
Range	18868
Interquartile range (IQR)	308.5

Descriptive statistics

Standard deviation	1882.9243
Coefficient of variation (CV)	3.0848569
Kurtosis	57.732412
Mean	610.37654
Median Absolute Deviation (MAD)	118
Skewness	6.8289709
Sum	98881
Variance	3545404
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
172	3	1.9%
42	3	1.9%
16	3	1.9%
19	3	1.9%
8	3	1.9%
49	3	1.9%
0	3	1.9%
176	2	1.2%
1	2	1.2%
10	2	1.2%
Other values (119)	135	83.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3	1.9%
1	2	1.2%
3	2	1.2%
5	2	1.2%
6	1	0.6%
8	3	1.9%
9	1	0.6%
10	2	1.2%
11	1	0.6%
12	1	0.6%

Value	Count	Frequency (%)
18868	1	0.6%
8122	1	0.6%
7284	1	0.6%
6530	1	0.6%
5019	1	0.6%
4951	1	0.6%
4033	1	0.6%
3923	1	0.6%
2196	1	0.6%
1755	1	0.6%

미상
Real number (ℝ)

HIGH CORRELATION

Distinct	150
Distinct (%)	92.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1744.0864

Minimum	0
Maximum	64944
Zeros	1
Zeros (%)	0.6%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	0
5-th percentile	8
Q1	65.5
median	324.5
Q3	861.25
95-th percentile	6033.25
Maximum	64944
Range	64944
Interquartile range (IQR)	795.75

Descriptive statistics

Standard deviation	6062.4123
Coefficient of variation (CV)	3.4759816
Kurtosis	76.251704
Mean	1744.0864
Median Absolute Deviation (MAD)	283
Skewness	7.9892275
Sum	282542
Variance	36752843
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
8	3	1.9%
222	3	1.9%
39	2	1.2%
49	2	1.2%
10	2	1.2%
26	2	1.2%
53	2	1.2%
550	2	1.2%
9	2	1.2%
2	2	1.2%
Other values (140)	140	86.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	0.6%
1	1	0.6%
2	2	1.2%
3	1	0.6%
4	1	0.6%
7	1	0.6%
8	3	1.9%
9	2	1.2%
10	2	1.2%
15	1	0.6%

Value	Count	Frequency (%)
64944	1	0.6%
25224	1	0.6%
24495	1	0.6%
18599	1	0.6%
9260	1	0.6%
8872	1	0.6%
8028	1	0.6%
7006	1	0.6%
6044	1	0.6%
5829	1	0.6%

Phik (φk)
Auto

Heatmap
Table

	단독범	학교동창	교도소_소년원동료	직장동료	친인척	군동료	동네친구	고향친구	애인	기타	미상
단독범	1.000	0.965	0.920	0.869	0.970	0.918	0.863	0.734	0.859	0.905	0.722
학교동창	0.965	1.000	0.981	0.946	1.000	0.920	0.937	0.902	1.000	0.879	0.697
교도소_소년원동료	0.920	0.981	1.000	0.871	0.920	0.725	0.838	0.872	1.000	0.785	0.634
직장동료	0.869	0.946	0.871	1.000	0.917	0.859	0.959	0.825	0.977	0.872	0.766
친인척	0.970	1.000	0.920	0.917	1.000	0.981	0.949	0.869	0.950	0.932	0.759
군동료	0.918	0.920	0.725	0.859	0.981	1.000	0.876	0.868	0.891	0.905	0.683
동네친구	0.863	0.937	0.838	0.959	0.949	0.876	1.000	0.768	0.947	0.787	0.915
고향친구	0.734	0.902	0.872	0.825	0.869	0.868	0.768	1.000	0.853	0.864	0.506
애인	0.859	1.000	1.000	0.977	0.950	0.891	0.947	0.853	1.000	0.813	0.755
기타	0.905	0.879	0.785	0.872	0.932	0.905	0.787	0.864	0.813	1.000	0.674
미상	0.722	0.697	0.634	0.766	0.759	0.683	0.915	0.506	0.755	0.674	1.000

Heatmap
Table

	단독범	학교동창	교도소_소년원동료	직장동료	친인척	군동료	동네친구	고향친구	애인	기타	미상
단독범	1.000	0.673	0.448	0.642	0.678	0.512	0.655	0.603	0.599	0.715	0.689
학교동창	0.673	1.000	0.575	0.595	0.618	0.529	0.795	0.772	0.750	0.625	0.506
교도소_소년원동료	0.448	0.575	1.000	0.418	0.476	0.484	0.572	0.550	0.562	0.457	0.419
직장동료	0.642	0.595	0.418	1.000	0.722	0.573	0.617	0.621	0.584	0.844	0.693
친인척	0.678	0.618	0.476	0.722	1.000	0.515	0.690	0.706	0.679	0.781	0.655
군동료	0.512	0.529	0.484	0.573	0.515	1.000	0.506	0.512	0.539	0.600	0.441
동네친구	0.655	0.795	0.572	0.617	0.690	0.506	1.000	0.821	0.775	0.676	0.509
고향친구	0.603	0.772	0.550	0.621	0.706	0.512	0.821	1.000	0.723	0.696	0.526
애인	0.599	0.750	0.562	0.584	0.679	0.539	0.775	0.723	1.000	0.601	0.521
기타	0.715	0.625	0.457	0.844	0.781	0.600	0.676	0.696	0.601	1.000	0.785
미상	0.689	0.506	0.419	0.693	0.655	0.441	0.509	0.526	0.521	0.785	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	79270	6042	316	1523	1112	33	8980	754	863	3923	3840
1	장물	2320	70	2	57	32	2	179	20	17	259	173
2	사기	126953	805	219	3864	1856	34	4020	815	744	18868	64944
3	횡령	24046	259	3	756	350	7	358	59	125	1480	8872
4	배임	2849	10	0	638	85	2	13	12	9	963	5488
5	손괴	32130	91	0	318	105	1	276	21	68	620	1855
6	살인	771	3	0	5	14	0	9	5	14	42	123
7	강도	688	48	12	75	32	0	245	51	30	192	124
8	방화	1120	21	0	4	4	0	58	4	6	8	38
9	성폭력	30591	273	1	99	22	6	391	47	30	268	1109

	범죄분류	단독범	학교동창	교도소_소년원동료	직장동료	친인척	군동료	동네친구	고향친구	애인	기타	미상
152	폐기물관리법	1087	2	2	53	10	0	10	0	1	265	588
153	풍속영업의규제에관한법률	205	2	0	16	2	0	2	0	0	54	20
154	하천법	223	0	0	7	2	0	2	0	0	22	29
155	학교보건법	69	0	0	0	0	0	0	0	0	5	8
156	학원의설립운영및과외교습에관한법률	513	2	0	12	3	0	0	0	1	13	16
157	화물자동차운수사업법	2197	0	0	175	8	1	9	0	2	228	152
158	화재로인한재해보상과보험가입에관한법률	0	0	0	0	0	0	0	0	0	0	0
159	화재예방,소방시설설치유지및안전관리에관한법률	20	0	0	0	0	0	0	0	0	0	19
160	화학물질관리법	338	37	0	8	0	0	132	2	4	23	300
161	기타특별법	37930	50	8	1641	309	9	466	122	76	6530	8028

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