gimi9 Pandas Profiling

Dataset statistics

Number of variables	18
Number of observations	35
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	5.6 KiB
Average record size in memory	163.8 B

Variable types

Categorical	1
Text	1
Numeric	16

Dataset

Description	전국 경찰관서에 고소, 고발, 인지 등으로 형사입건된 사건의 발생, 검거, 피의자에 대한 죄종별 분석 현황
Author	경찰청
URL	https://www.data.go.kr/data/3074480/fileData.do

Alerts

`이욕(생활비)` is highly overall correlated with `이욕(유흥비)` and 13 other fields	High correlation
`이욕(유흥비)` is highly overall correlated with `이욕(생활비)` and 12 other fields	High correlation
`이욕(도박비)` is highly overall correlated with `이욕(생활비)` and 12 other fields	High correlation
`이욕(허영사치심)` is highly overall correlated with `이욕(생활비)` and 13 other fields	High correlation
`이욕(치부)` is highly overall correlated with `이욕(생활비)` and 12 other fields	High correlation
`이욕(기타)` is highly overall correlated with `이욕(생활비)` and 15 other fields	High correlation
`사행심` is highly overall correlated with `이욕(생활비)` and 14 other fields	High correlation
`보복` is highly overall correlated with `이욕(생활비)` and 13 other fields	High correlation
`가정불화` is highly overall correlated with `이욕(기타)` and 7 other fields	High correlation
`호기심` is highly overall correlated with `이욕(생활비)` and 15 other fields	High correlation
`유혹` is highly overall correlated with `이욕(생활비)` and 14 other fields	High correlation
`우발적` is highly overall correlated with `이욕(생활비)` and 14 other fields	High correlation
`현실불만` is highly overall correlated with `이욕(허영사치심)` and 10 other fields	High correlation
`부주의` is highly overall correlated with `이욕(생활비)` and 15 other fields	High correlation
`기타` is highly overall correlated with `이욕(생활비)` and 15 other fields	High correlation
`미상` is highly overall correlated with `이욕(생활비)` and 14 other fields	High correlation
`범죄대분류` is highly overall correlated with `이욕(생활비)` and 7 other fields	High correlation
`범죄중분류` has unique values	Unique
`기타` has unique values	Unique
`이욕(생활비)` has 2 (5.7%) zeros	Zeros
`이욕(유흥비)` has 6 (17.1%) zeros	Zeros
`이욕(도박비)` has 17 (48.6%) zeros	Zeros
`이욕(허영사치심)` has 12 (34.3%) zeros	Zeros
`이욕(치부)` has 5 (14.3%) zeros	Zeros
`사행심` has 8 (22.9%) zeros	Zeros
`보복` has 13 (37.1%) zeros	Zeros
`가정불화` has 8 (22.9%) zeros	Zeros
`호기심` has 6 (17.1%) zeros	Zeros
`유혹` has 6 (17.1%) zeros	Zeros
`우발적` has 1 (2.9%) zeros	Zeros
`현실불만` has 5 (14.3%) zeros	Zeros
`부주의` has 2 (5.7%) zeros	Zeros

Reproduction

Analysis started	2023-12-12 09:26:39.647646
Analysis finished	2023-12-12 09:27:11.614508
Duration	31.97 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

범죄대분류
Categorical

HIGH CORRELATION

Distinct	15
Distinct (%)	42.9%
Missing	0
Missing (%)	0.0%
Memory size	412.0 B

지능범죄	9
폭력범죄	8
강력범죄	5
풍속범죄	2
절도범죄	1
Other values (10)	10

Length

Max length	6
Median length	4
Mean length	4
Min length	2

Unique

Unique	11 ?
Unique (%)	31.4%

Sample

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

Common Values

Value	Count	Frequency (%)
지능범죄	9	25.7%
폭력범죄	8	22.9%
강력범죄	5	14.3%
풍속범죄	2	5.7%
절도범죄	1	2.9%
특별경제범죄	1	2.9%
마약범죄	1	2.9%
보건범죄	1	2.9%
환경범죄	1	2.9%
교통범죄	1	2.9%
Other values (5)	5	14.3%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
지능범죄	9	25.7%
폭력범죄	8	22.9%
강력범죄	5	14.3%
풍속범죄	2	5.7%
절도범죄	1	2.9%
특별경제범죄	1	2.9%
마약범죄	1	2.9%
보건범죄	1	2.9%
환경범죄	1	2.9%
교통범죄	1	2.9%
Other values (5)	5	14.3%

범죄중분류
Text

UNIQUE

Distinct	35
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	412.0 B

Length

Max length	6
Median length	5
Mean length	3.5428571
Min length	2

Characters and Unicode

Total characters	124
Distinct characters	72
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	35 ?
Unique (%)	100.0%

Sample

1st row	살인기수
2nd row	살인미수등
3rd row	강도
4th row	강간강제추행
5th row	방화

Value	Count	Frequency (%)
살인기수	1	2.9%
문서인장	1	2.9%
사기	1	2.9%
횡령	1	2.9%
배임	1	2.9%
성풍속범죄	1	2.9%
도박범죄	1	2.9%
특별경제범죄	1	2.9%
유가증권인지	1	2.9%
마약범죄	1	2.9%
Other values (25)	25	71.4%

Most occurring characters

Value	Count	Frequency (%)
죄	12	9.7%
범	12	9.7%
인	5	4.0%
기	4	3.2%
수	3	2.4%
강	3	2.4%
도	3	2.4%
유	3	2.4%
행	3	2.4%
살	2	1.6%
Other values (62)	74	59.7%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	124	100.0%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
죄	12	9.7%
범	12	9.7%
인	5	4.0%
기	4	3.2%
수	3	2.4%
강	3	2.4%
도	3	2.4%
유	3	2.4%
행	3	2.4%
살	2	1.6%
Other values (62)	74	59.7%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	124	100.0%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
죄	12	9.7%
범	12	9.7%
인	5	4.0%
기	4	3.2%
수	3	2.4%
강	3	2.4%
도	3	2.4%
유	3	2.4%
행	3	2.4%
살	2	1.6%
Other values (62)	74	59.7%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	124	100.0%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
죄	12	9.7%
범	12	9.7%
인	5	4.0%
기	4	3.2%
수	3	2.4%
강	3	2.4%
도	3	2.4%
유	3	2.4%
행	3	2.4%
살	2	1.6%
Other values (62)	74	59.7%

이욕(생활비)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	32
Distinct (%)	91.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1523.6286

Minimum	0
Maximum	13872
Zeros	2
Zeros (%)	5.7%
Negative	0
Negative (%)	0.0%
Memory size	447.0 B

Quantile statistics

Minimum	0
5-th percentile	0.7
Q1	17.5
median	62
Q3	671
95-th percentile	12214.9
Maximum	13872
Range	13872
Interquartile range (IQR)	653.5

Descriptive statistics

Standard deviation	3656.7975
Coefficient of variation (CV)	2.4000583
Kurtosis	6.6510746
Mean	1523.6286
Median Absolute Deviation (MAD)	61
Skewness	2.7871726
Sum	53327
Variance	13372168
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=32)

Value	Count	Frequency (%)
1	2	5.7%
6	2	5.7%
0	2	5.7%
214	1	2.9%
13872	1	2.9%
27	1	2.9%
513	1	2.9%
258	1	2.9%
12518	1	2.9%
2723	1	2.9%
Other values (22)	22	62.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2	5.7%
1	2	5.7%
6	2	5.7%
7	1	2.9%
14	1	2.9%
15	1	2.9%
20	1	2.9%
22	1	2.9%
23	1	2.9%
25	1	2.9%

Value	Count	Frequency (%)
13872	1	2.9%
12518	1	2.9%
12085	1	2.9%
5313	1	2.9%
2723	1	2.9%
1370	1	2.9%
1005	1	2.9%
754	1	2.9%
711	1	2.9%
631	1	2.9%

이욕(유흥비)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	23
Distinct (%)	65.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	320.42857

Minimum	0
Maximum	5564
Zeros	6
Zeros (%)	17.1%
Negative	0
Negative (%)	0.0%
Memory size	447.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	7
Q3	62
95-th percentile	1479.6
Maximum	5564
Range	5564
Interquartile range (IQR)	61

Descriptive statistics

Standard deviation	1011.5743
Coefficient of variation (CV)	3.1569415
Kurtosis	22.596987
Mean	320.42857
Median Absolute Deviation (MAD)	7
Skewness	4.5723787
Sum	11215
Variance	1023282.5
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=23)

Value	Count	Frequency (%)
0	6	17.1%
1	5	14.3%
6	2	5.7%
4	2	5.7%
11	2	5.7%
15	1	2.9%
174	1	2.9%
512	1	2.9%
12	1	2.9%
10	1	2.9%
Other values (13)	13	37.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	6	17.1%
1	5	14.3%
3	1	2.9%
4	2	5.7%
5	1	2.9%
6	2	5.7%
7	1	2.9%
10	1	2.9%
11	2	5.7%
12	1	2.9%

Value	Count	Frequency (%)
5564	1	2.9%
2307	1	2.9%
1125	1	2.9%
512	1	2.9%
456	1	2.9%
439	1	2.9%
367	1	2.9%
174	1	2.9%
91	1	2.9%
33	1	2.9%

이욕(도박비)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	15
Distinct (%)	42.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	33.028571

Minimum	0
Maximum	418
Zeros	17
Zeros (%)	48.6%
Negative	0
Negative (%)	0.0%
Memory size	447.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	10
95-th percentile	223.4
Maximum	418
Range	418
Interquartile range (IQR)	10

Descriptive statistics

Standard deviation	98.06435
Coefficient of variation (CV)	2.9690764
Kurtosis	12.31026
Mean	33.028571
Median Absolute Deviation (MAD)	1
Skewness	3.5952182
Sum	1156
Variance	9616.6168
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=15)

Value	Count	Frequency (%)
0	17	48.6%
1	3	8.6%
4	2	5.7%
12	2	5.7%
24	1	2.9%
146	1	2.9%
2	1	2.9%
8	1	2.9%
418	1	2.9%
58	1	2.9%
Other values (5)	5	14.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	17	48.6%
1	3	8.6%
2	1	2.9%
3	1	2.9%
4	2	5.7%
6	1	2.9%
8	1	2.9%
12	2	5.7%
17	1	2.9%
24	1	2.9%

Value	Count	Frequency (%)
418	1	2.9%
404	1	2.9%
146	1	2.9%
58	1	2.9%
35	1	2.9%
24	1	2.9%
17	1	2.9%
12	2	5.7%
8	1	2.9%
6	1	2.9%

이욕(허영사치심)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	16
Distinct (%)	45.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	29.485714

Minimum	0
Maximum	488
Zeros	12
Zeros (%)	34.3%
Negative	0
Negative (%)	0.0%
Memory size	447.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	2
Q3	9.5
95-th percentile	113
Maximum	488
Range	488
Interquartile range (IQR)	9.5

Descriptive statistics

Standard deviation	89.354012
Coefficient of variation (CV)	3.0304171
Kurtosis	21.86278
Mean	29.485714
Median Absolute Deviation (MAD)	2
Skewness	4.519666
Sum	1032
Variance	7984.1395
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
0	12	34.3%
1	4	11.4%
4	4	11.4%
2	3	8.6%
34	1	2.9%
55	1	2.9%
3	1	2.9%
28	1	2.9%
32	1	2.9%
6	1	2.9%
Other values (6)	6	17.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	12	34.3%
1	4	11.4%
2	3	8.6%
3	1	2.9%
4	4	11.4%
6	1	2.9%
9	1	2.9%
10	1	2.9%
28	1	2.9%
32	1	2.9%

Value	Count	Frequency (%)
488	1	2.9%
225	1	2.9%
65	1	2.9%
55	1	2.9%
51	1	2.9%
34	1	2.9%
32	1	2.9%
28	1	2.9%
10	1	2.9%
9	1	2.9%

이욕(치부)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	21
Distinct (%)	60.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	66.285714

Minimum	0
Maximum	689
Zeros	5
Zeros (%)	14.3%
Negative	0
Negative (%)	0.0%
Memory size	447.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	5
Q3	35
95-th percentile	370.7
Maximum	689
Range	689
Interquartile range (IQR)	34

Descriptive statistics

Standard deviation	154.28441
Coefficient of variation (CV)	2.3275666
Kurtosis	9.7387926
Mean	66.285714
Median Absolute Deviation (MAD)	5
Skewness	3.12834
Sum	2320
Variance	23803.681
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=21)

Value	Count	Frequency (%)
1	5	14.3%
0	5	14.3%
2	5	14.3%
5	3	8.6%
86	1	2.9%
552	1	2.9%
23	1	2.9%
63	1	2.9%
293	1	2.9%
111	1	2.9%
Other values (11)	11	31.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	5	14.3%
1	5	14.3%
2	5	14.3%
3	1	2.9%
5	3	8.6%
6	1	2.9%
7	1	2.9%
12	1	2.9%
17	1	2.9%
23	1	2.9%

Value	Count	Frequency (%)
689	1	2.9%
552	1	2.9%
293	1	2.9%
253	1	2.9%
111	1	2.9%
86	1	2.9%
75	1	2.9%
63	1	2.9%
37	1	2.9%
33	1	2.9%

이욕(기타)
Real number (ℝ)

HIGH CORRELATION

Distinct	34
Distinct (%)	97.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2038.9429

Minimum	8
Maximum	13207
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	447.0 B

Quantile statistics

Minimum	8
5-th percentile	12.8
Q1	62.5
median	351
Q3	1698.5
95-th percentile	11457.4
Maximum	13207
Range	13199
Interquartile range (IQR)	1636

Descriptive statistics

Standard deviation	3574.0142
Coefficient of variation (CV)	1.7528761
Kurtosis	4.1144368
Mean	2038.9429
Median Absolute Deviation (MAD)	343
Skewness	2.2431512
Sum	71363
Variance	12773578
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=34)

Value	Count	Frequency (%)
787	2	5.7%
22	1	2.9%
36	1	2.9%
1671	1	2.9%
351	1	2.9%
1236	1	2.9%
3015	1	2.9%
5861	1	2.9%
252	1	2.9%
1249	1	2.9%
Other values (24)	24	68.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
8	1	2.9%
10	1	2.9%
14	1	2.9%
18	1	2.9%
21	1	2.9%
22	1	2.9%
33	1	2.9%
36	1	2.9%
56	1	2.9%
69	1	2.9%

Value	Count	Frequency (%)
13207	1	2.9%
12170	1	2.9%
11152	1	2.9%
7555	1	2.9%
5861	1	2.9%
3863	1	2.9%
3015	1	2.9%
1966	1	2.9%
1726	1	2.9%
1671	1	2.9%

사행심
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	26
Distinct (%)	74.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	634

Minimum	0
Maximum	12969
Zeros	8
Zeros (%)	22.9%
Negative	0
Negative (%)	0.0%
Memory size	447.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1.5
median	22
Q3	128
95-th percentile	2567.1
Maximum	12969
Range	12969
Interquartile range (IQR)	126.5

Descriptive statistics

Standard deviation	2250.9222
Coefficient of variation (CV)	3.5503504
Kurtosis	28.415061
Mean	634
Median Absolute Deviation (MAD)	22
Skewness	5.1652531
Sum	22190
Variance	5066650.6
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=26)

Value	Count	Frequency (%)
0	8	22.9%
2	3	8.6%
2520	1	2.9%
2677	1	2.9%
7	1	2.9%
30	1	2.9%
76	1	2.9%
140	1	2.9%
19	1	2.9%
507	1	2.9%
Other values (16)	16	45.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	8	22.9%
1	1	2.9%
2	3	8.6%
3	1	2.9%
7	1	2.9%
10	1	2.9%
17	1	2.9%
19	1	2.9%
22	1	2.9%
29	1	2.9%

Value	Count	Frequency (%)
12969	1	2.9%
2677	1	2.9%
2520	1	2.9%
2023	1	2.9%
507	1	2.9%
341	1	2.9%
266	1	2.9%
165	1	2.9%
140	1	2.9%
116	1	2.9%

보복
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	14
Distinct (%)	40.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	9.6

Minimum	0
Maximum	117
Zeros	13
Zeros (%)	37.1%
Negative	0
Negative (%)	0.0%
Memory size	447.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	6
95-th percentile	44.7
Maximum	117
Range	117
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	22.236959
Coefficient of variation (CV)	2.3163499
Kurtosis	16.44509
Mean	9.6
Median Absolute Deviation (MAD)	1
Skewness	3.7945478
Sum	336
Variance	494.48235
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=14)

Value	Count	Frequency (%)
0	13	37.1%
1	5	14.3%
3	4	11.4%
4	2	5.7%
2	2	5.7%
12	1	2.9%
18	1	2.9%
117	1	2.9%
11	1	2.9%
42	1	2.9%
Other values (4)	4	11.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	13	37.1%
1	5	14.3%
2	2	5.7%
3	4	11.4%
4	2	5.7%
8	1	2.9%
11	1	2.9%
12	1	2.9%
17	1	2.9%
18	1	2.9%

Value	Count	Frequency (%)
117	1	2.9%
51	1	2.9%
42	1	2.9%
31	1	2.9%
18	1	2.9%
17	1	2.9%
12	1	2.9%
11	1	2.9%
8	1	2.9%
4	2	5.7%

가정불화
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	26
Distinct (%)	74.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	173.4

Minimum	0
Maximum	1724
Zeros	8
Zeros (%)	22.9%
Negative	0
Negative (%)	0.0%
Memory size	447.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	16
Q3	86
95-th percentile	1155.7
Maximum	1724
Range	1724
Interquartile range (IQR)	85

Descriptive statistics

Standard deviation	419.62786
Coefficient of variation (CV)	2.4199992
Kurtosis	9.2889023
Mean	173.4
Median Absolute Deviation (MAD)	16
Skewness	3.1324196
Sum	6069
Variance	176087.54
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=26)

Value	Count	Frequency (%)
0	8	22.9%
6	2	5.7%
1	2	5.7%
51	1	2.9%
455	1	2.9%
35	1	2.9%
2	1	2.9%
174	1	2.9%
75	1	2.9%
8	1	2.9%
Other values (16)	16	45.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	8	22.9%
1	2	5.7%
2	1	2.9%
3	1	2.9%
6	2	5.7%
8	1	2.9%
10	1	2.9%
15	1	2.9%
16	1	2.9%
17	1	2.9%

Value	Count	Frequency (%)
1724	1	2.9%
1666	1	2.9%
937	1	2.9%
455	1	2.9%
346	1	2.9%
174	1	2.9%
115	1	2.9%
114	1	2.9%
97	1	2.9%
75	1	2.9%

호기심
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	27
Distinct (%)	77.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	463.71429

Minimum	0
Maximum	5583
Zeros	6
Zeros (%)	17.1%
Negative	0
Negative (%)	0.0%
Memory size	447.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	3
median	16
Q3	378.5
95-th percentile	2089.7
Maximum	5583
Range	5583
Interquartile range (IQR)	375.5

Descriptive statistics

Standard deviation	1069.469
Coefficient of variation (CV)	2.3063101
Kurtosis	15.813139
Mean	463.71429
Median Absolute Deviation (MAD)	16
Skewness	3.7066991
Sum	16230
Variance	1143763.9
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=27)

Value	Count	Frequency (%)
0	6	17.1%
16	2	5.7%
5	2	5.7%
2	2	5.7%
2537	1	2.9%
7	1	2.9%
4	1	2.9%
1535	1	2.9%
15	1	2.9%
399	1	2.9%
Other values (17)	17	48.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	6	17.1%
1	1	2.9%
2	2	5.7%
4	1	2.9%
5	2	5.7%
6	1	2.9%
7	1	2.9%
8	1	2.9%
15	1	2.9%
16	2	5.7%

Value	Count	Frequency (%)
5583	1	2.9%
2537	1	2.9%
1898	1	2.9%
1535	1	2.9%
1026	1	2.9%
720	1	2.9%
684	1	2.9%
590	1	2.9%
399	1	2.9%
358	1	2.9%

유혹
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	26
Distinct (%)	74.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	310.54286

Minimum	0
Maximum	3251
Zeros	6
Zeros (%)	17.1%
Negative	0
Negative (%)	0.0%
Memory size	447.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	3
median	16
Q3	229
95-th percentile	1692.8
Maximum	3251
Range	3251
Interquartile range (IQR)	226

Descriptive statistics

Standard deviation	674.40537
Coefficient of variation (CV)	2.1716982
Kurtosis	10.79963
Mean	310.54286
Median Absolute Deviation (MAD)	16
Skewness	3.1305783
Sum	10869
Variance	454822.61
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=26)

Value	Count	Frequency (%)
0	6	17.1%
3	2	5.7%
15	2	5.7%
16	2	5.7%
10	2	5.7%
17	1	2.9%
24	1	2.9%
1661	1	2.9%
6	1	2.9%
1767	1	2.9%
Other values (16)	16	45.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	6	17.1%
1	1	2.9%
2	1	2.9%
3	2	5.7%
6	1	2.9%
10	2	5.7%
11	1	2.9%
15	2	5.7%
16	2	5.7%
17	1	2.9%

Value	Count	Frequency (%)
3251	1	2.9%
1767	1	2.9%
1661	1	2.9%
974	1	2.9%
758	1	2.9%
664	1	2.9%
391	1	2.9%
312	1	2.9%
264	1	2.9%
194	1	2.9%

우발적
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	34
Distinct (%)	97.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	8097.9429

Minimum	0
Maximum	55814
Zeros	1
Zeros (%)	2.9%
Negative	0
Negative (%)	0.0%
Memory size	447.0 B

Quantile statistics

Minimum	0
5-th percentile	2.4
Q1	35
median	489
Q3	4531.5
95-th percentile	51187.3
Maximum	55814
Range	55814
Interquartile range (IQR)	4496.5

Descriptive statistics

Standard deviation	16118.93
Coefficient of variation (CV)	1.9904969
Kurtosis	3.5319531
Mean	8097.9429
Median Absolute Deviation (MAD)	485
Skewness	2.1549832
Sum	283428
Variance	2.598199 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=34)

Value	Count	Frequency (%)
4	2	5.7%
147	1	2.9%
489	1	2.9%
3195	1	2.9%
1273	1	2.9%
27	1	2.9%
1051	1	2.9%
2116	1	2.9%
9002	1	2.9%
223	1	2.9%
Other values (24)	24	68.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	2.9%
1	1	2.9%
3	1	2.9%
4	2	5.7%
5	1	2.9%
19	1	2.9%
27	1	2.9%
30	1	2.9%
40	1	2.9%
70	1	2.9%

Value	Count	Frequency (%)
55814	1	2.9%
52784	1	2.9%
50503	1	2.9%
33334	1	2.9%
29104	1	2.9%
18745	1	2.9%
15196	1	2.9%
9002	1	2.9%
5868	1	2.9%
3195	1	2.9%

현실불만
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	28
Distinct (%)	80.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	302.8

Minimum	0
Maximum	1969
Zeros	5
Zeros (%)	14.3%
Negative	0
Negative (%)	0.0%
Memory size	447.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	6
median	38
Q3	131.5
95-th percentile	1851.7
Maximum	1969
Range	1969
Interquartile range (IQR)	125.5

Descriptive statistics

Standard deviation	593.72344
Coefficient of variation (CV)	1.9607775
Kurtosis	2.8946543
Mean	302.8
Median Absolute Deviation (MAD)	37
Skewness	2.0696855
Sum	10598
Variance	352507.52
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=28)

Value	Count	Frequency (%)
0	5	14.3%
3	2	5.7%
6	2	5.7%
23	2	5.7%
28	1	2.9%
1969	1	2.9%
50	1	2.9%
43	1	2.9%
139	1	2.9%
39	1	2.9%
Other values (18)	18	51.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	5	14.3%
1	1	2.9%
3	2	5.7%
6	2	5.7%
9	1	2.9%
15	1	2.9%
17	1	2.9%
23	2	5.7%
27	1	2.9%
28	1	2.9%

Value	Count	Frequency (%)
1969	1	2.9%
1879	1	2.9%
1840	1	2.9%
1407	1	2.9%
1206	1	2.9%
873	1	2.9%
304	1	2.9%
193	1	2.9%
139	1	2.9%
124	1	2.9%

부주의
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	33
Distinct (%)	94.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6627.6286

Minimum	0
Maximum	182010
Zeros	2
Zeros (%)	5.7%
Negative	0
Negative (%)	0.0%
Memory size	447.0 B

Quantile statistics

Minimum	0
5-th percentile	1.4
Q1	17
median	260
Q3	1292.5
95-th percentile	11058.3
Maximum	182010
Range	182010
Interquartile range (IQR)	1275.5

Descriptive statistics

Standard deviation	30738.665
Coefficient of variation (CV)	4.6379583
Kurtosis	33.909807
Mean	6627.6286
Median Absolute Deviation (MAD)	260
Skewness	5.7893912
Sum	231967
Variance	9.4486552 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=33)

Value	Count	Frequency (%)
2	2	5.7%
0	2	5.7%
336	1	2.9%
668	1	2.9%
145	1	2.9%
1266	1	2.9%
737	1	2.9%
6816	1	2.9%
2160	1	2.9%
11	1	2.9%
Other values (23)	23	65.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2	5.7%
2	2	5.7%
3	1	2.9%
10	1	2.9%
11	1	2.9%
12	1	2.9%
16	1	2.9%
18	1	2.9%
21	1	2.9%
35	1	2.9%

Value	Count	Frequency (%)
182010	1	2.9%
20957	1	2.9%
6816	1	2.9%
4075	1	2.9%
3666	1	2.9%
2342	1	2.9%
2160	1	2.9%
1383	1	2.9%
1319	1	2.9%
1266	1	2.9%

기타
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	35
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	15142.971

Minimum	44
Maximum	165428
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	447.0 B

Quantile statistics

Minimum	44
5-th percentile	64.4
Q1	302
median	1969
Q3	11563
95-th percentile	68727.2
Maximum	165428
Range	165384
Interquartile range (IQR)	11261

Descriptive statistics

Standard deviation	32092.965
Coefficient of variation (CV)	2.1193307
Kurtosis	14.673742
Mean	15142.971
Median Absolute Deviation (MAD)	1913
Skewness	3.6028014
Sum	530004
Variance	1.0299584 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=35)

Value	Count	Frequency (%)
118	1	2.9%
183	1	2.9%
60689	1	2.9%
8697	1	2.9%
1969	1	2.9%
6712	1	2.9%
11167	1	2.9%
33508	1	2.9%
2195	1	2.9%
10661	1	2.9%
Other values (25)	25	71.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
44	1	2.9%
56	1	2.9%
68	1	2.9%
84	1	2.9%
118	1	2.9%
153	1	2.9%
165	1	2.9%
183	1	2.9%
265	1	2.9%
339	1	2.9%

Value	Count	Frequency (%)
165428	1	2.9%
87483	1	2.9%
60689	1	2.9%
33508	1	2.9%
29067	1	2.9%
24953	1	2.9%
24599	1	2.9%
22212	1	2.9%
11959	1	2.9%
11167	1	2.9%

미상
Real number (ℝ)

HIGH CORRELATION

Distinct	34
Distinct (%)	97.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	13477.457

Minimum	18
Maximum	120868
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	447.0 B

Quantile statistics

Minimum	18
5-th percentile	55.9
Q1	285
median	1230
Q3	6803.5
95-th percentile	91925.8
Maximum	120868
Range	120850
Interquartile range (IQR)	6518.5

Descriptive statistics

Standard deviation	30886.817
Coefficient of variation (CV)	2.2917392
Kurtosis	7.5817151
Mean	13477.457
Median Absolute Deviation (MAD)	1156
Skewness	2.8752272
Sum	471711
Variance	9.5399546 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=34)

Value	Count	Frequency (%)
450	2	5.7%
77	1	2.9%
436	1	2.9%
120868	1	2.9%
14477	1	2.9%
4820	1	2.9%
2768	1	2.9%
1659	1	2.9%
29765	1	2.9%
2216	1	2.9%
Other values (24)	24	68.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
18	1	2.9%
51	1	2.9%
58	1	2.9%
74	1	2.9%
77	1	2.9%
104	1	2.9%
171	1	2.9%
210	1	2.9%
253	1	2.9%
317	1	2.9%

Value	Count	Frequency (%)
120868	1	2.9%
119776	1	2.9%
79990	1	2.9%
43723	1	2.9%
29765	1	2.9%
14477	1	2.9%
13655	1	2.9%
8824	1	2.9%
7454	1	2.9%
6153	1	2.9%

Phik (φk)
Auto

Heatmap
Table

	범죄대분류	범죄중분류	이욕(생활비)	이욕(유흥비)	이욕(도박비)	이욕(허영사치심)	이욕(치부)	이욕(기타)	사행심	보복	가정불화	호기심	유혹	우발적	현실불만	부주의	기타	미상
범죄대분류	1.000	1.000	0.995	0.000	0.476	0.648	0.874	0.877	0.848	0.716	0.648	0.943	0.955	0.831	0.755	1.000	0.910	0.758
범죄중분류	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000
이욕(생활비)	0.995	1.000	1.000	0.717	0.646	0.754	0.900	0.895	0.654	0.764	0.000	0.712	0.868	0.650	0.791	0.452	0.805	0.717
이욕(유흥비)	0.000	1.000	0.717	1.000	0.938	0.990	0.952	0.844	0.861	0.830	0.574	0.649	0.673	0.546	0.750	0.000	0.790	0.631
이욕(도박비)	0.476	1.000	0.646	0.938	1.000	0.939	0.896	0.811	0.908	0.200	0.000	0.680	0.755	0.277	0.651	0.000	0.491	0.484
이욕(허영사치심)	0.648	1.000	0.754	0.990	0.939	1.000	0.964	0.814	0.917	0.743	0.269	0.754	0.707	0.594	0.775	0.294	0.823	0.622
이욕(치부)	0.874	1.000	0.900	0.952	0.896	0.964	1.000	0.920	0.952	0.965	0.378	0.925	0.787	0.903	0.935	0.914	0.977	0.972
이욕(기타)	0.877	1.000	0.895	0.844	0.811	0.814	0.920	1.000	0.802	0.846	0.818	0.837	0.823	0.801	0.825	0.852	0.914	0.852
사행심	0.848	1.000	0.654	0.861	0.908	0.917	0.952	0.802	1.000	0.831	0.294	0.845	0.844	0.725	0.546	0.650	0.822	0.724
보복	0.716	1.000	0.764	0.830	0.200	0.743	0.965	0.846	0.831	1.000	0.790	0.830	0.431	0.933	0.950	0.914	0.974	0.986
가정불화	0.648	1.000	0.000	0.574	0.000	0.269	0.378	0.818	0.294	0.790	1.000	0.663	0.646	0.841	0.701	0.816	0.802	0.756
호기심	0.943	1.000	0.712	0.649	0.680	0.754	0.925	0.837	0.845	0.830	0.663	1.000	0.813	0.940	0.830	1.000	0.939	0.861
유혹	0.955	1.000	0.868	0.673	0.755	0.707	0.787	0.823	0.844	0.431	0.646	0.813	1.000	0.630	0.551	0.683	0.672	0.438
우발적	0.831	1.000	0.650	0.546	0.277	0.594	0.903	0.801	0.725	0.933	0.841	0.940	0.630	1.000	0.970	0.982	0.961	0.914
현실불만	0.755	1.000	0.791	0.750	0.651	0.775	0.935	0.825	0.546	0.950	0.701	0.830	0.551	0.970	1.000	0.322	0.915	0.876
부주의	1.000	1.000	0.452	0.000	0.000	0.294	0.914	0.852	0.650	0.914	0.816	1.000	0.683	0.982	0.322	1.000	1.000	0.982
기타	0.910	1.000	0.805	0.790	0.491	0.823	0.977	0.914	0.822	0.974	0.802	0.939	0.672	0.961	0.915	1.000	1.000	0.979
미상	0.758	1.000	0.717	0.631	0.484	0.622	0.972	0.852	0.724	0.986	0.756	0.861	0.438	0.914	0.876	0.982	0.979	1.000

Heatmap
Table

	이욕(생활비)	이욕(유흥비)	이욕(도박비)	이욕(허영사치심)	이욕(치부)	이욕(기타)	사행심	보복	가정불화	호기심	유혹	우발적	현실불만	부주의	기타	미상	범죄대분류
이욕(생활비)	1.000	0.790	0.824	0.787	0.846	0.855	0.903	0.518	0.257	0.682	0.809	0.519	0.378	0.759	0.776	0.664	0.730
이욕(유흥비)	0.790	1.000	0.845	0.841	0.801	0.727	0.839	0.510	0.383	0.715	0.791	0.641	0.434	0.510	0.621	0.616	0.000
이욕(도박비)	0.824	0.845	1.000	0.854	0.873	0.815	0.886	0.526	0.296	0.634	0.783	0.615	0.399	0.590	0.700	0.689	0.205
이욕(허영사치심)	0.787	0.841	0.854	1.000	0.775	0.810	0.802	0.583	0.396	0.691	0.748	0.667	0.519	0.630	0.699	0.641	0.329
이욕(치부)	0.846	0.801	0.873	0.775	1.000	0.814	0.878	0.489	0.353	0.576	0.718	0.573	0.399	0.642	0.727	0.648	0.529
이욕(기타)	0.855	0.727	0.815	0.810	0.814	1.000	0.908	0.775	0.610	0.770	0.856	0.824	0.693	0.914	0.970	0.872	0.541
사행심	0.903	0.839	0.886	0.802	0.878	0.908	1.000	0.645	0.466	0.755	0.834	0.717	0.534	0.772	0.849	0.792	0.532
보복	0.518	0.510	0.526	0.583	0.489	0.775	0.645	1.000	0.740	0.695	0.668	0.852	0.866	0.722	0.794	0.712	0.344
가정불화	0.257	0.383	0.296	0.396	0.353	0.610	0.466	0.740	1.000	0.563	0.452	0.874	0.876	0.568	0.649	0.575	0.251
호기심	0.682	0.715	0.634	0.691	0.576	0.770	0.755	0.695	0.563	1.000	0.858	0.768	0.687	0.676	0.717	0.668	0.655
유혹	0.809	0.791	0.783	0.748	0.718	0.856	0.834	0.668	0.452	0.858	1.000	0.719	0.562	0.718	0.800	0.743	0.586
우발적	0.519	0.641	0.615	0.667	0.573	0.824	0.717	0.852	0.874	0.768	0.719	1.000	0.888	0.694	0.812	0.754	0.468
현실불만	0.378	0.434	0.399	0.519	0.399	0.693	0.534	0.866	0.876	0.687	0.562	0.888	1.000	0.641	0.718	0.630	0.381
부주의	0.759	0.510	0.590	0.630	0.642	0.914	0.772	0.722	0.568	0.676	0.718	0.694	0.641	1.000	0.961	0.856	0.791
기타	0.776	0.621	0.700	0.699	0.727	0.970	0.849	0.794	0.649	0.717	0.800	0.812	0.718	0.961	1.000	0.901	0.589
미상	0.664	0.616	0.689	0.641	0.648	0.872	0.792	0.712	0.575	0.668	0.743	0.754	0.630	0.856	0.901	1.000	0.385
범죄대분류	0.730	0.000	0.205	0.329	0.529	0.541	0.532	0.344	0.251	0.655	0.586	0.468	0.381	0.791	0.589	0.385	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

	범죄대분류	범죄중분류	이욕(생활비)	이욕(유흥비)	이욕(도박비)	이욕(허영사치심)	이욕(치부)	이욕(기타)	사행심	보복	가정불화	호기심	유혹	우발적	현실불만	부주의	기타	미상
0	강력범죄	살인기수	1	6	0	2	5	22	0	0	51	0	0	147	15	2	118	77
1	강력범죄	살인미수등	0	0	0	0	2	33	0	0	44	0	1	255	38	3	183	51
2	강력범죄	강도	631	439	24	9	7	347	53	1	15	16	37	642	27	16	805	253
3	강력범죄	강간강제추행	62	19	4	1	33	909	22	4	30	1026	974	5868	74	260	4614	4112
4	강력범죄	방화	6	0	0	0	1	69	2	1	97	62	0	547	124	40	339	104
5	절도범죄	절도범죄	12085	5564	146	488	253	11152	2023	12	74	5583	3251	29104	304	2342	24599	7454
6	폭력범죄	상해	26	6	2	4	6	1726	42	18	1666	27	17	50503	1407	1035	22212	6153
7	폭력범죄	폭행	43	15	1	4	5	1966	51	117	1724	45	24	55814	1840	1383	24953	79990
8	폭력범죄	체포감금	7	1	0	0	1	56	2	0	17	1	3	283	17	10	265	450
9	폭력범죄	협박	14	3	0	0	0	149	10	11	115	16	16	1255	123	35	1047	1938

	범죄대분류	범죄중분류	이욕(생활비)	이욕(유흥비)	이욕(도박비)	이욕(허영사치심)	이욕(치부)	이욕(기타)	사행심	보복	가정불화	호기심	유혹	우발적	현실불만	부주의	기타	미상
25	특별경제범죄	특별경제범죄	5313	91	17	28	293	5861	507	31	75	720	194	9002	1206	6816	33508	29765
26	마약범죄	마약범죄	57	5	0	1	2	252	19	3	6	399	758	223	39	336	2195	436
27	보건범죄	보건범죄	2723	10	6	4	63	1249	140	1	6	5	56	225	6	2160	10661	2216
28	환경범죄	환경범죄	122	1	0	2	1	226	2	0	0	15	3	40	3	756	1574	450
29	교통범죄	교통범죄	258	12	3	4	2	7555	76	3	174	1535	1767	33334	139	182010	165428	119776
30	노동범죄	노동범죄	513	11	0	0	23	161	30	0	2	5	10	19	3	140	1251	210
31	안보범죄	안보범죄	6	0	0	0	0	14	0	1	0	4	0	4	23	0	56	18
32	선거범죄	선거범죄	27	0	0	3	1	175	0	2	1	7	15	70	43	128	948	435
33	병역범죄	병역범죄	214	0	0	0	2	980	7	3	35	2	6	205	50	3666	11959	1230
34	기타	기타	13872	512	35	55	552	13207	2677	51	455	2537	1661	18745	1969	20957	87483	43723

Overview

Variables

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Most occurring scripts

Most frequent character per script

Hangul

Most occurring blocks

Most frequent character per block

Hangul

Interactions

Correlations

Missing values

Sample