gimi9 Pandas Profiling

Dataset statistics

Number of variables	16
Number of observations	162
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	22.8 KiB
Average record size in memory	143.8 B

Variable types

Text	1
Numeric	15

Dataset

Description	대검찰청에서 발간하는 범죄분석은 3종의 범죄통계원표를 기반으로 작성하는 자료이며 이 중 본 데이터는 범죄자와 피해자의 관계에 따른 형법/특별법범 통계임. (단위: 명)
Author	대검찰청
URL	https://www.data.go.kr/data/15086103/fileData.do

Alerts

`국가` is highly overall correlated with `기타`	High correlation
`공무원` is highly overall correlated with `직장동료` and 3 other fields	High correlation
`고용자` is highly overall correlated with `피고용자` and 3 other fields	High correlation
`피고용자` is highly overall correlated with `고용자` and 11 other fields	High correlation
`직장동료` is highly overall correlated with `공무원` and 12 other fields	High correlation
`친구` is highly overall correlated with `피고용자` and 10 other fields	High correlation
`애인` is highly overall correlated with `피고용자` and 9 other fields	High correlation
`동거친족` is highly overall correlated with `피고용자` and 8 other fields	High correlation
`기타친족` is highly overall correlated with `피고용자` and 9 other fields	High correlation
`거래상대방` is highly overall correlated with `피고용자` and 9 other fields	High correlation
`이웃` is highly overall correlated with `피고용자` and 9 other fields	High correlation
`지인` is highly overall correlated with `피고용자` and 10 other fields	High correlation
`타인` is highly overall correlated with `공무원` and 12 other fields	High correlation
`기타` is highly overall correlated with `국가` and 9 other fields	High correlation
`미상` is highly overall correlated with `공무원` and 11 other fields	High correlation
`범죄분류` has unique values	Unique
`국가` has 11 (6.8%) zeros	Zeros
`공무원` has 59 (36.4%) zeros	Zeros
`고용자` has 50 (30.9%) zeros	Zeros
`피고용자` has 69 (42.6%) zeros	Zeros
`직장동료` has 64 (39.5%) zeros	Zeros
`친구` has 89 (54.9%) zeros	Zeros
`애인` has 100 (61.7%) zeros	Zeros
`동거친족` has 89 (54.9%) zeros	Zeros
`기타친족` has 75 (46.3%) zeros	Zeros
`거래상대방` has 34 (21.0%) zeros	Zeros
`이웃` has 73 (45.1%) zeros	Zeros
`지인` has 53 (32.7%) zeros	Zeros
`타인` has 3 (1.9%) zeros	Zeros
`기타` has 2 (1.2%) zeros	Zeros
`미상` has 3 (1.9%) zeros	Zeros

Reproduction

Analysis started	2023-12-12 20:48:03.593463
Analysis finished	2023-12-12 20:48:25.886391
Duration	22.29 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 (%)
,	6	60.0%
·	4	40.0%

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%
,	6	17.6%
·	4	11.8%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	1268	97.4%
ASCII	30	2.3%
None	4	0.3%

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	40.0%
)	12	40.0%
,	6	20.0%

None

Value	Count	Frequency (%)
·	4	100.0%

국가
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	139
Distinct (%)	85.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2437.3148

Minimum	0
Maximum	138426
Zeros	11
Zeros (%)	6.8%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	51.25
median	271.5
Q3	1031.25
95-th percentile	6822.2
Maximum	138426
Range	138426
Interquartile range (IQR)	980

Descriptive statistics

Standard deviation	11550.696
Coefficient of variation (CV)	4.7391072
Kurtosis	121.3216
Mean	2437.3148
Median Absolute Deviation (MAD)	260.5
Skewness	10.479593
Sum	394845
Variance	1.3341858 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	11	6.8%
1	4	2.5%
45	3	1.9%
163	2	1.2%
10	2	1.2%
352	2	1.2%
918	2	1.2%
199	2	1.2%
30	2	1.2%
48	2	1.2%
Other values (129)	130	80.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	11	6.8%
1	4	2.5%
2	1	0.6%
3	1	0.6%
4	1	0.6%
5	1	0.6%
7	1	0.6%
10	2	1.2%
12	1	0.6%
13	1	0.6%

Value	Count	Frequency (%)
138426	1	0.6%
33850	1	0.6%
24664	1	0.6%
22177	1	0.6%
15240	1	0.6%
13030	1	0.6%
12809	1	0.6%
7147	1	0.6%
6828	1	0.6%
6712	1	0.6%

공무원
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	39
Distinct (%)	24.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	62.481481

Minimum	0
Maximum	6131
Zeros	59
Zeros (%)	36.4%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1.5
Q3	8
95-th percentile	72.85
Maximum	6131
Range	6131
Interquartile range (IQR)	8

Descriptive statistics

Standard deviation	499.15856
Coefficient of variation (CV)	7.9889041
Kurtosis	138.2682
Mean	62.481481
Median Absolute Deviation (MAD)	1.5
Skewness	11.476582
Sum	10122
Variance	249159.27
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=39)

Value	Count	Frequency (%)
0	59	36.4%
1	22	13.6%
2	11	6.8%
3	10	6.2%
4	6	3.7%
5	5	3.1%
6	5	3.1%
22	3	1.9%
8	3	1.9%
15	2	1.2%
Other values (29)	36	22.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	59	36.4%
1	22	13.6%
2	11	6.8%
3	10	6.2%
4	6	3.7%
5	5	3.1%
6	5	3.1%
7	2	1.2%
8	3	1.9%
9	2	1.2%

Value	Count	Frequency (%)
6131	1	0.6%
1485	1	0.6%
920	1	0.6%
149	1	0.6%
141	1	0.6%
124	1	0.6%
94	2	1.2%
73	1	0.6%
70	1	0.6%
69	1	0.6%

고용자
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	51
Distinct (%)	31.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	254.92593

Minimum	0
Maximum	24845
Zeros	50
Zeros (%)	30.9%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	2
Q3	14
95-th percentile	344.3
Maximum	24845
Range	24845
Interquartile range (IQR)	14

Descriptive statistics

Standard deviation	2018.429
Coefficient of variation (CV)	7.9177078
Kurtosis	139.50041
Mean	254.92593
Median Absolute Deviation (MAD)	2
Skewness	11.547418
Sum	41298
Variance	4074055.5
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	50	30.9%
1	30	18.5%
2	9	5.6%
5	9	5.6%
3	7	4.3%
4	4	2.5%
6	4	2.5%
14	3	1.9%
18	2	1.2%
13	2	1.2%
Other values (41)	42	25.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	50	30.9%
1	30	18.5%
2	9	5.6%
3	7	4.3%
4	4	2.5%
5	9	5.6%
6	4	2.5%
8	1	0.6%
9	1	0.6%
10	1	0.6%

Value	Count	Frequency (%)
24845	1	0.6%
6348	1	0.6%
1612	1	0.6%
1508	1	0.6%
1324	1	0.6%
1113	1	0.6%
372	1	0.6%
370	1	0.6%
345	1	0.6%
331	1	0.6%

피고용자
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	41
Distinct (%)	25.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	46.481481

Minimum	0
Maximum	2665
Zeros	69
Zeros (%)	42.6%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	6
95-th percentile	289.2
Maximum	2665
Range	2665
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	230.26612
Coefficient of variation (CV)	4.9539325
Kurtosis	105.43192
Mean	46.481481
Median Absolute Deviation (MAD)	1
Skewness	9.5652664
Sum	7530
Variance	53022.487
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=41)

Value	Count	Frequency (%)
0	69	42.6%
1	22	13.6%
2	13	8.0%
3	11	6.8%
6	5	3.1%
27	3	1.9%
14	3	1.9%
7	2	1.2%
5	2	1.2%
11	1	0.6%
Other values (31)	31	19.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	69	42.6%
1	22	13.6%
2	13	8.0%
3	11	6.8%
4	1	0.6%
5	2	1.2%
6	5	3.1%
7	2	1.2%
8	1	0.6%
9	1	0.6%

Value	Count	Frequency (%)
2665	1	0.6%
620	1	0.6%
561	1	0.6%
478	1	0.6%
459	1	0.6%
447	1	0.6%
389	1	0.6%
359	1	0.6%
295	1	0.6%
179	1	0.6%

직장동료
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	47
Distinct (%)	29.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	85.993827

Minimum	0
Maximum	3966
Zeros	64
Zeros (%)	39.5%
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	221.7
Maximum	3966
Range	3966
Interquartile range (IQR)	7.75

Descriptive statistics

Standard deviation	430.6789
Coefficient of variation (CV)	5.0082537
Kurtosis	62.837995
Mean	85.993827
Median Absolute Deviation (MAD)	1
Skewness	7.6700956
Sum	13931
Variance	185484.32
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=47)

Value	Count	Frequency (%)
0	64	39.5%
1	21	13.0%
2	15	9.3%
3	7	4.3%
4	7	4.3%
7	4	2.5%
6	2	1.2%
8	2	1.2%
31	2	1.2%
731	1	0.6%
Other values (37)	37	22.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	64	39.5%
1	21	13.0%
2	15	9.3%
3	7	4.3%
4	7	4.3%
5	1	0.6%
6	2	1.2%
7	4	2.5%
8	2	1.2%
9	1	0.6%

Value	Count	Frequency (%)
3966	1	0.6%
3418	1	0.6%
1053	1	0.6%
951	1	0.6%
731	1	0.6%
616	1	0.6%
550	1	0.6%
393	1	0.6%
222	1	0.6%
216	1	0.6%

친구
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	39
Distinct (%)	24.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	100.75309

Minimum	0
Maximum	4470
Zeros	89
Zeros (%)	54.9%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	7.75
95-th percentile	288.75
Maximum	4470
Range	4470
Interquartile range (IQR)	7.75

Descriptive statistics

Standard deviation	520.9907
Coefficient of variation (CV)	5.1709651
Kurtosis	57.091801
Mean	100.75309
Median Absolute Deviation (MAD)	0
Skewness	7.3436195
Sum	16322
Variance	271431.31
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=39)

Value	Count	Frequency (%)
0	89	54.9%
2	11	6.8%
1	7	4.3%
6	5	3.1%
3	3	1.9%
9	3	1.9%
15	3	1.9%
4	3	1.9%
29	2	1.2%
30	2	1.2%
Other values (29)	34	21.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	89	54.9%
1	7	4.3%
2	11	6.8%
3	3	1.9%
4	3	1.9%
5	2	1.2%
6	5	3.1%
7	1	0.6%
8	1	0.6%
9	3	1.9%

Value	Count	Frequency (%)
4470	1	0.6%
4300	1	0.6%
1857	1	0.6%
1193	1	0.6%
1101	1	0.6%
432	1	0.6%
393	1	0.6%
308	1	0.6%
290	1	0.6%
265	1	0.6%

애인
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	36
Distinct (%)	22.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	92.734568

Minimum	0
Maximum	4640
Zeros	100
Zeros (%)	61.7%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	3
95-th percentile	380.65
Maximum	4640
Range	4640
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	460.63635
Coefficient of variation (CV)	4.9672561
Kurtosis	65.022803
Mean	92.734568
Median Absolute Deviation (MAD)	0
Skewness	7.4935619
Sum	15023
Variance	212185.85
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=36)

Value	Count	Frequency (%)
0	100	61.7%
1	14	8.6%
5	4	2.5%
3	4	2.5%
6	4	2.5%
2	4	2.5%
4	2	1.2%
14	2	1.2%
675	1	0.6%
114	1	0.6%
Other values (26)	26	16.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	100	61.7%
1	14	8.6%
2	4	2.5%
3	4	2.5%
4	2	1.2%
5	4	2.5%
6	4	2.5%
7	1	0.6%
10	1	0.6%
11	1	0.6%

Value	Count	Frequency (%)
4640	1	0.6%
2597	1	0.6%
1634	1	0.6%
1103	1	0.6%
1071	1	0.6%
974	1	0.6%
764	1	0.6%
675	1	0.6%
389	1	0.6%
222	1	0.6%

동거친족
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	36
Distinct (%)	22.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	202.3642

Minimum	0
Maximum	18389
Zeros	89
Zeros (%)	54.9%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	3.75
95-th percentile	191.4
Maximum	18389
Range	18389
Interquartile range (IQR)	3.75

Descriptive statistics

Standard deviation	1521.3955
Coefficient of variation (CV)	7.5181062
Kurtosis	129.2409
Mean	202.3642
Median Absolute Deviation (MAD)	0
Skewness	10.977225
Sum	32783
Variance	2314644.3
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=36)

Value	Count	Frequency (%)
0	89	54.9%
1	16	9.9%
2	15	9.3%
4	4	2.5%
11	3	1.9%
5	3	1.9%
21	2	1.2%
10	2	1.2%
51	1	0.6%
12	1	0.6%
Other values (26)	26	16.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	89	54.9%
1	16	9.9%
2	15	9.3%
3	1	0.6%
4	4	2.5%
5	3	1.9%
6	1	0.6%
7	1	0.6%
8	1	0.6%
9	1	0.6%

Value	Count	Frequency (%)
18389	1	0.6%
4871	1	0.6%
2582	1	0.6%
2329	1	0.6%
2185	1	0.6%
539	1	0.6%
239	1	0.6%
200	1	0.6%
192	1	0.6%
180	1	0.6%

기타친족
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	43
Distinct (%)	26.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	50.87037

Minimum	0
Maximum	2474
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
Q3	6.5
95-th percentile	233.95
Maximum	2474
Range	2474
Interquartile range (IQR)	6.5

Descriptive statistics

Standard deviation	238.94382
Coefficient of variation (CV)	4.6971119
Kurtosis	74.068637
Mean	50.87037
Median Absolute Deviation (MAD)	1
Skewness	8.1162884
Sum	8241
Variance	57094.151
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=43)

Value	Count	Frequency (%)
0	75	46.3%
1	22	13.6%
2	14	8.6%
4	6	3.7%
3	3	1.9%
30	2	1.2%
7	2	1.2%
8	2	1.2%
29	2	1.2%
233	1	0.6%
Other values (33)	33	20.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	75	46.3%
1	22	13.6%
2	14	8.6%
3	3	1.9%
4	6	3.7%
5	1	0.6%
7	2	1.2%
8	2	1.2%
10	1	0.6%
11	1	0.6%

Value	Count	Frequency (%)
2474	1	0.6%
1492	1	0.6%
682	1	0.6%
434	1	0.6%
403	1	0.6%
324	1	0.6%
256	1	0.6%
245	1	0.6%
234	1	0.6%
233	1	0.6%

거래상대방
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	69
Distinct (%)	42.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	262.51235

Minimum	0
Maximum	23300
Zeros	34
Zeros (%)	21.0%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	8.5
Q3	65.75
95-th percentile	731.45
Maximum	23300
Range	23300
Interquartile range (IQR)	64.75

Descriptive statistics

Standard deviation	1852.0304
Coefficient of variation (CV)	7.055022
Kurtosis	151.3116
Mean	262.51235
Median Absolute Deviation (MAD)	8.5
Skewness	12.121905
Sum	42527
Variance	3430016.5
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	34	21.0%
3	13	8.0%
1	13	8.0%
2	6	3.7%
5	6	3.7%
11	5	3.1%
6	4	2.5%
9	4	2.5%
36	3	1.9%
16	3	1.9%
Other values (59)	71	43.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	34	21.0%
1	13	8.0%
2	6	3.7%
3	13	8.0%
4	2	1.2%
5	6	3.7%
6	4	2.5%
7	2	1.2%
8	1	0.6%
9	4	2.5%

Value	Count	Frequency (%)
23300	1	0.6%
2046	1	0.6%
1971	1	0.6%
1946	1	0.6%
1615	1	0.6%
1448	1	0.6%
826	1	0.6%
758	1	0.6%
734	1	0.6%
683	1	0.6%

이웃
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	47
Distinct (%)	29.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	105.06173

Minimum	0
Maximum	3972
Zeros	73
Zeros (%)	45.1%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	10.75
95-th percentile	522.3
Maximum	3972
Range	3972
Interquartile range (IQR)	10.75

Descriptive statistics

Standard deviation	456.24026
Coefficient of variation (CV)	4.3425924
Kurtosis	45.663372
Mean	105.06173
Median Absolute Deviation (MAD)	1
Skewness	6.426418
Sum	17020
Variance	208155.18
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=47)

Value	Count	Frequency (%)
0	73	45.1%
1	13	8.0%
2	9	5.6%
3	8	4.9%
4	5	3.1%
8	3	1.9%
5	3	1.9%
6	3	1.9%
9	2	1.2%
70	2	1.2%
Other values (37)	41	25.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	73	45.1%
1	13	8.0%
2	9	5.6%
3	8	4.9%
4	5	3.1%
5	3	1.9%
6	3	1.9%
7	1	0.6%
8	3	1.9%
9	2	1.2%

Value	Count	Frequency (%)
3972	1	0.6%
3147	1	0.6%
2036	1	0.6%
1367	1	0.6%
1153	1	0.6%
879	1	0.6%
634	1	0.6%
626	1	0.6%
529	1	0.6%
395	1	0.6%

지인
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	55
Distinct (%)	34.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	199.11111

Minimum	0
Maximum	6785
Zeros	53
Zeros (%)	32.7%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	3
Q3	22
95-th percentile	644.75
Maximum	6785
Range	6785
Interquartile range (IQR)	22

Descriptive statistics

Standard deviation	919.16664
Coefficient of variation (CV)	4.6163503
Kurtosis	42.078879
Mean	199.11111
Median Absolute Deviation (MAD)	3
Skewness	6.4062256
Sum	32256
Variance	844867.3
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	53	32.7%
1	16	9.9%
2	10	6.2%
6	8	4.9%
3	6	3.7%
4	4	2.5%
5	4	2.5%
11	4	2.5%
22	3	1.9%
13	3	1.9%
Other values (45)	51	31.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	53	32.7%
1	16	9.9%
2	10	6.2%
3	6	3.7%
4	4	2.5%
5	4	2.5%
6	8	4.9%
7	2	1.2%
8	3	1.9%
10	1	0.6%

Value	Count	Frequency (%)
6785	1	0.6%
6702	1	0.6%
6205	1	0.6%
2165	1	0.6%
2006	1	0.6%
1082	1	0.6%
824	1	0.6%
651	1	0.6%
647	1	0.6%
602	1	0.6%

타인
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	124
Distinct (%)	76.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3147.5802

Minimum	0
Maximum	82119
Zeros	3
Zeros (%)	1.9%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	0
5-th percentile	2
Q1	24.5
median	89
Q3	785.75
95-th percentile	15438.2
Maximum	82119
Range	82119
Interquartile range (IQR)	761.25

Descriptive statistics

Standard deviation	11462.595
Coefficient of variation (CV)	3.6417167
Kurtosis	29.566768
Mean	3147.5802
Median Absolute Deviation (MAD)	84
Skewness	5.3121099
Sum	509908
Variance	1.3139109 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2	5	3.1%
8	4	2.5%
0	3	1.9%
55	3	1.9%
18	3	1.9%
30	3	1.9%
9	3	1.9%
1	3	1.9%
13	3	1.9%
7	3	1.9%
Other values (114)	129	79.6%

Minimum 10 values
Maximum 10 values

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

Value	Count	Frequency (%)
82119	1	0.6%
71866	1	0.6%
68629	1	0.6%
53309	1	0.6%
36454	1	0.6%
18700	1	0.6%
18457	1	0.6%
18428	1	0.6%
15607	1	0.6%
12231	1	0.6%

기타
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	144
Distinct (%)	88.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1074.1481

Minimum	0
Maximum	21001
Zeros	2
Zeros (%)	1.2%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	0
5-th percentile	11.05
Q1	75
median	269.5
Q3	735
95-th percentile	4495.7
Maximum	21001
Range	21001
Interquartile range (IQR)	660

Descriptive statistics

Standard deviation	2648.4125
Coefficient of variation (CV)	2.4655933
Kurtosis	30.407597
Mean	1074.1481
Median Absolute Deviation (MAD)	224.5
Skewness	5.0866002
Sum	174012
Variance	7014088.5
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
247	3	1.9%
40	3	1.9%
12	2	1.2%
0	2	1.2%
275	2	1.2%
22	2	1.2%
396	2	1.2%
126	2	1.2%
269	2	1.2%
102	2	1.2%
Other values (134)	140	86.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2	1.2%
2	1	0.6%
4	1	0.6%
5	1	0.6%
8	1	0.6%
9	1	0.6%
10	1	0.6%
11	1	0.6%
12	2	1.2%
17	2	1.2%

Value	Count	Frequency (%)
21001	1	0.6%
17562	1	0.6%
11689	1	0.6%
9675	1	0.6%
9151	1	0.6%
5735	1	0.6%
4827	1	0.6%
4824	1	0.6%
4529	1	0.6%
3863	1	0.6%

미상
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	146
Distinct (%)	90.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3370.2346

Minimum	0
Maximum	112235
Zeros	3
Zeros (%)	1.9%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	0
5-th percentile	8
Q1	60.75
median	255
Q3	1096.25
95-th percentile	8753.6
Maximum	112235
Range	112235
Interquartile range (IQR)	1035.5

Descriptive statistics

Standard deviation	14933.219
Coefficient of variation (CV)	4.4309138
Kurtosis	46.658636
Mean	3370.2346
Median Absolute Deviation (MAD)	238
Skewness	6.8122895
Sum	545978
Variance	2.2300103 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
8	3	1.9%
11	3	1.9%
0	3	1.9%
39	2	1.2%
17	2	1.2%
12	2	1.2%
70	2	1.2%
90	2	1.2%
110	2	1.2%
162	2	1.2%
Other values (136)	139	85.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3	1.9%
2	1	0.6%
3	1	0.6%
4	1	0.6%
5	1	0.6%
7	1	0.6%
8	3	1.9%
10	1	0.6%
11	3	1.9%
12	2	1.2%

Value	Count	Frequency (%)
112235	1	0.6%
110097	1	0.6%
106510	1	0.6%
17773	1	0.6%
16802	1	0.6%
15172	1	0.6%
10356	1	0.6%
9468	1	0.6%
8790	1	0.6%
8062	1	0.6%

Phik (φk)
Auto

Heatmap
Table

	국가	공무원	고용자	피고용자	직장동료	친구	애인	동거친족	기타친족	거래상대방	이웃	지인	타인	기타	미상
국가	1.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.442	0.847	0.000
공무원	0.000	1.000	0.000	0.000	0.354	0.000	0.000	0.000	0.000	0.000	0.498	0.448	0.000	0.000	0.395
고용자	0.000	0.000	1.000	0.800	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.618	0.000
피고용자	0.000	0.000	0.800	1.000	0.596	0.855	0.597	0.648	0.374	0.557	0.562	0.581	0.580	0.668	0.348
직장동료	0.000	0.354	0.000	0.596	1.000	0.824	0.895	0.838	0.961	0.576	0.900	0.943	0.862	0.562	0.581
친구	0.000	0.000	0.000	0.855	0.824	1.000	0.879	0.889	0.697	1.000	0.891	0.838	0.919	0.740	0.484
애인	0.000	0.000	0.000	0.597	0.895	0.879	1.000	0.976	0.945	0.746	0.959	0.819	0.864	0.428	0.762
동거친족	0.000	0.000	0.000	0.648	0.838	0.889	0.976	1.000	0.894	0.000	0.922	0.579	0.814	0.213	0.395
기타친족	0.000	0.000	0.000	0.374	0.961	0.697	0.945	0.894	1.000	0.390	0.943	0.885	0.817	0.394	0.494
거래상대방	0.000	0.000	0.000	0.557	0.576	1.000	0.746	0.000	0.390	1.000	0.641	0.460	1.000	1.000	0.355
이웃	0.000	0.498	0.000	0.562	0.900	0.891	0.959	0.922	0.943	0.641	1.000	0.901	0.973	0.711	0.649
지인	0.000	0.448	0.000	0.581	0.943	0.838	0.819	0.579	0.885	0.460	0.901	1.000	0.845	0.478	0.581
타인	0.442	0.000	0.000	0.580	0.862	0.919	0.864	0.814	0.817	1.000	0.973	0.845	1.000	0.908	0.778
기타	0.847	0.000	0.618	0.668	0.562	0.740	0.428	0.213	0.394	1.000	0.711	0.478	0.908	1.000	0.606
미상	0.000	0.395	0.000	0.348	0.581	0.484	0.762	0.395	0.494	0.355	0.649	0.581	0.778	0.606	1.000

Heatmap
Table

	국가	공무원	고용자	피고용자	직장동료	친구	애인	동거친족	기타친족	거래상대방	이웃	지인	타인	기타	미상
국가	1.000	0.398	0.195	0.072	0.014	0.050	-0.069	-0.114	-0.037	0.190	0.045	-0.015	0.253	0.603	0.325
공무원	0.398	1.000	0.398	0.482	0.520	0.478	0.405	0.442	0.454	0.474	0.453	0.483	0.596	0.645	0.603
고용자	0.195	0.398	1.000	0.689	0.617	0.461	0.459	0.436	0.473	0.493	0.431	0.473	0.580	0.668	0.404
피고용자	0.072	0.482	0.689	1.000	0.661	0.646	0.588	0.598	0.658	0.558	0.586	0.657	0.659	0.569	0.533
직장동료	0.014	0.520	0.617	0.661	1.000	0.709	0.626	0.597	0.666	0.688	0.677	0.727	0.746	0.540	0.628
친구	0.050	0.478	0.461	0.646	0.709	1.000	0.809	0.728	0.762	0.661	0.767	0.819	0.801	0.527	0.689
애인	-0.069	0.405	0.459	0.588	0.626	0.809	1.000	0.811	0.784	0.516	0.696	0.738	0.668	0.408	0.564
동거친족	-0.114	0.442	0.436	0.598	0.597	0.728	0.811	1.000	0.826	0.468	0.712	0.743	0.645	0.371	0.528
기타친족	-0.037	0.454	0.473	0.658	0.666	0.762	0.784	0.826	1.000	0.617	0.749	0.816	0.698	0.446	0.672
거래상대방	0.190	0.474	0.493	0.558	0.688	0.661	0.516	0.468	0.617	1.000	0.603	0.743	0.791	0.602	0.806
이웃	0.045	0.453	0.431	0.586	0.677	0.767	0.696	0.712	0.749	0.603	1.000	0.764	0.733	0.459	0.665
지인	-0.015	0.483	0.473	0.657	0.727	0.819	0.738	0.743	0.816	0.743	0.764	1.000	0.802	0.513	0.741
타인	0.253	0.596	0.580	0.659	0.746	0.801	0.668	0.645	0.698	0.791	0.733	0.802	1.000	0.780	0.804
기타	0.603	0.645	0.668	0.569	0.540	0.527	0.408	0.371	0.446	0.602	0.459	0.513	0.780	1.000	0.649
미상	0.325	0.603	0.404	0.533	0.628	0.689	0.564	0.528	0.672	0.806	0.665	0.741	0.804	0.649	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	국가	공무원	고용자	피고용자	직장동료	친구	애인	동거친족	기타친족	거래상대방	이웃	지인	타인	기타	미상
0	절도	262	36	1508	447	731	1193	675	115	233	1615	1367	2165	82119	3834	10356
1	장물	135	1	6	0	3	15	0	2	0	66	4	22	2274	259	344
2	사기	5127	94	1113	478	951	1857	1103	64	403	23300	879	6785	53309	17562	110097
3	횡령	568	5	1324	389	393	190	66	21	234	2046	261	651	12138	2857	15172
4	배임	293	0	331	82	120	9	1	1	45	579	65	130	791	1439	6183
5	손괴	78	49	102	48	216	254	1634	2329	682	683	2036	1082	18700	1627	5965
6	살인	0	6	1	3	40	40	86	180	48	9	50	92	230	40	161
7	강도	0	1	6	6	8	35	28	6	7	57	25	80	1002	74	162
8	방화	66	6	13	3	10	2	72	170	39	19	70	28	470	150	145
9	성폭력	0	17	248	359	1053	1101	1071	539	245	220	529	2006	18457	1063	5929

	범죄분류	국가	공무원	고용자	피고용자	직장동료	친구	애인	동거친족	기타친족	거래상대방	이웃	지인	타인	기타	미상
152	폐기물관리법	1144	9	4	0	2	0	0	0	0	37	3	0	93	396	330
153	풍속영업의규제에관한법률	199	1	0	0	0	0	0	0	0	1	0	0	9	52	39
154	하천법	198	1	0	0	0	0	0	0	0	0	0	0	2	18	66
155	학교보건법	45	0	0	0	0	0	0	0	0	1	1	0	2	18	15
156	학원의설립운영및과외교습에관한법률	433	0	1	1	0	0	0	0	0	3	0	1	8	58	55
157	화물자동차운수사업법	1816	0	1	1	0	0	0	0	0	14	1	0	85	469	385
158	화재로인한재해보상과보험가입에관한법률	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
159	화재예방,소방시설설치유지및안전관리에관한법률	29	0	0	0	0	0	0	0	0	0	0	0	2	4	4
160	화학물질관리법	439	0	3	1	0	5	1	2	0	0	2	1	55	296	39
161	기타특별법	22177	141	370	79	79	127	54	144	78	734	89	247	12231	9151	9468

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