gimi9 Pandas Profiling

Dataset statistics

Number of variables	12
Number of observations	467
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	48.0 KiB
Average record size in memory	105.3 B

Variable types

Categorical	2
Text	1
Numeric	9

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/15054458/fileData.do

Alerts

`범죄대분류` is highly overall correlated with `범죄중분류`	High correlation
`범죄중분류` is highly overall correlated with `범죄대분류`	High correlation
`구속-현행범체포` is highly overall correlated with `구속-긴급체포` and 4 other fields	High correlation
`구속-긴급체포` is highly overall correlated with `구속-현행범체포` and 4 other fields	High correlation
`구속-사전영장` is highly overall correlated with `구속-현행범체포` and 5 other fields	High correlation
`구속-체포` is highly overall correlated with `구속-현행범체포` and 5 other fields	High correlation
`불구속-불구속입건` is highly overall correlated with `구속-사전영장` and 3 other fields	High correlation
`불구속-검사기각` is highly overall correlated with `구속-현행범체포` and 5 other fields	High correlation
`불구속-판사기각` is highly overall correlated with `구속-현행범체포` and 5 other fields	High correlation
`구속-현행범체포` has 293 (62.7%) zeros	Zeros
`구속-긴급체포` has 273 (58.5%) zeros	Zeros
`구속-사전영장` has 239 (51.2%) zeros	Zeros
`구속-체포` has 254 (54.4%) zeros	Zeros
`불구속-불구속입건` has 78 (16.7%) zeros	Zeros
`불구속-검사기각` has 302 (64.7%) zeros	Zeros
`불구속-판사기각` has 282 (60.4%) zeros	Zeros
`불구속-적부심석방` has 414 (88.7%) zeros	Zeros
`불구속-검사구속취소` has 431 (92.3%) zeros	Zeros

Reproduction

Analysis started	2023-12-12 22:37:40.506387
Analysis finished	2023-12-12 22:37:50.042215
Duration	9.54 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

범죄대분류
Categorical

HIGH CORRELATION

Distinct	15
Distinct (%)	3.2%
Missing	0
Missing (%)	0.0%
Memory size	3.8 KiB

기타범죄	127
강력범죄	100
폭력범죄	89
지능범죄	48
특별경제범죄	23
Other values (10)	80

Length

Max length	6
Median length	4
Mean length	4.0985011
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
기타범죄	127	27.2%
강력범죄	100	21.4%
폭력범죄	89	19.1%
지능범죄	48	10.3%
특별경제범죄	23	4.9%
풍속범죄	17	3.6%
교통범죄	12	2.6%
절도범죄	10	2.1%
보건범죄	10	2.1%
환경범죄	9	1.9%
Other values (5)	22	4.7%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
기타범죄	127	27.2%
강력범죄	100	21.4%
폭력범죄	89	19.1%
지능범죄	48	10.3%
특별경제범죄	23	4.9%
풍속범죄	17	3.6%
교통범죄	12	2.6%
절도범죄	10	2.1%
보건범죄	10	2.1%
환경범죄	9	1.9%
Other values (5)	22	4.7%

범죄중분류
Categorical

HIGH CORRELATION

Distinct	38
Distinct (%)	8.1%
Missing	0
Missing (%)	0.0%
Memory size	3.8 KiB

기타범죄	127
특별경제범죄	23
강제추행	19
강간	18
폭행	17
Other values (33)	263

Length

Max length	11
Median length	4
Mean length	3.8736617
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
기타범죄	127	27.2%
특별경제범죄	23	4.9%
강제추행	19	4.1%
강간	18	3.9%
폭행	17	3.6%
약취·유인	16	3.4%
상해	16	3.4%
방화	15	3.2%
유사강간	12	2.6%
강도	12	2.6%
Other values (28)	192	41.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
기타범죄	127	26.6%
특별경제범죄	23	4.8%
강제추행	19	4.0%
강간	18	3.8%
폭행	17	3.6%
약취·유인	16	3.3%
상해	16	3.3%
방화	15	3.1%
강도	12	2.5%
교통범죄	12	2.5%
Other values (29)	203	42.5%

범죄소분류
Text

Distinct	461
Distinct (%)	98.7%
Missing	0
Missing (%)	0.0%
Memory size	3.8 KiB

Length

Max length	41
Median length	27
Mean length	10.055675
Min length	2

Characters and Unicode

Total characters	4696
Distinct characters	284
Distinct categories	6 ?
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	455 ?
Unique (%)	97.4%

Sample

1st row	살인
2nd row	영아살해
3rd row	존속살해
4th row	촉탁·승낙살인
5th row	자살교사·방조

Value	Count	Frequency (%)
등	7	1.4%
살인	2	0.4%
존속살해	2	0.4%
촉탁·승낙살인	2	0.4%
흉기등	2	0.4%
독직폭행·가혹행위	2	0.4%
영아살해	2	0.4%
위계·위력·촉탁·승낙살인	2	0.4%
자살교사·방조	2	0.4%
직업안정법	1	0.2%
Other values (470)	470	95.1%

Most occurring characters

Value	Count	Frequency (%)
법	235	5.0%
(	177	3.8%
)	177	3.8%
·	130	2.8%
위	117	2.5%
등	108	2.3%
상	103	2.2%
관	101	2.2%
특	90	1.9%
에	89	1.9%
Other values (274)	3369	71.7%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	4175	88.9%
Open Punctuation	178	3.8%
Close Punctuation	178	3.8%
Other Punctuation	130	2.8%
Space Separator	27	0.6%
Decimal Number	8	0.2%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
법	235	5.6%
위	117	2.8%
등	108	2.6%
상	103	2.5%
관	101	2.4%
특	90	2.2%
에	89	2.1%
한	88	2.1%
사	79	1.9%
행	79	1.9%
Other values (266)	3086	73.9%

Open Punctuation

Value	Count	Frequency (%)
(	177	99.4%
[	1	0.6%

Close Punctuation

Value	Count	Frequency (%)
)	177	99.4%
]	1	0.6%

Decimal Number

Value	Count	Frequency (%)
1	4	50.0%
3	4	50.0%

Other Punctuation

Value	Count	Frequency (%)
·	130	100.0%

Space Separator

Value	Count	Frequency (%)
	27	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	4175	88.9%
Common	521	11.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
법	235	5.6%
위	117	2.8%
등	108	2.6%
상	103	2.5%
관	101	2.4%
특	90	2.2%
에	89	2.1%
한	88	2.1%
사	79	1.9%
행	79	1.9%
Other values (266)	3086	73.9%

Common

Value	Count	Frequency (%)
(	177	34.0%
)	177	34.0%
·	130	25.0%
	27	5.2%
1	4	0.8%
3	4	0.8%
]	1	0.2%
[	1	0.2%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	4175	88.9%
ASCII	391	8.3%
None	130	2.8%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
법	235	5.6%
위	117	2.8%
등	108	2.6%
상	103	2.5%
관	101	2.4%
특	90	2.2%
에	89	2.1%
한	88	2.1%
사	79	1.9%
행	79	1.9%
Other values (266)	3086	73.9%

ASCII

Value	Count	Frequency (%)
(	177	45.3%
)	177	45.3%
	27	6.9%
1	4	1.0%
3	4	1.0%
]	1	0.3%
[	1	0.3%

None

Value	Count	Frequency (%)
·	130	100.0%

구속-현행범체포
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	52
Distinct (%)	11.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	12.226981

Minimum	0
Maximum	789
Zeros	293
Zeros (%)	62.7%
Negative	0
Negative (%)	0.0%
Memory size	4.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	2
95-th percentile	33.4
Maximum	789
Range	789
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	62.343778
Coefficient of variation (CV)	5.0988694
Kurtosis	93.275497
Mean	12.226981
Median Absolute Deviation (MAD)	0
Skewness	8.9651035
Sum	5710
Variance	3886.7467
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	293	62.7%
1	37	7.9%
2	22	4.7%
3	22	4.7%
5	8	1.7%
4	7	1.5%
9	6	1.3%
12	5	1.1%
6	5	1.1%
22	4	0.9%
Other values (42)	58	12.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	293	62.7%
1	37	7.9%
2	22	4.7%
3	22	4.7%
4	7	1.5%
5	8	1.7%
6	5	1.1%
7	4	0.9%
8	4	0.9%
9	6	1.3%

Value	Count	Frequency (%)
789	1	0.2%
706	1	0.2%
470	1	0.2%
322	1	0.2%
316	1	0.2%
306	1	0.2%
207	1	0.2%
205	1	0.2%
178	1	0.2%
153	1	0.2%

구속-긴급체포
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	48
Distinct (%)	10.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	11.702355

Minimum	0
Maximum	819
Zeros	273
Zeros (%)	58.5%
Negative	0
Negative (%)	0.0%
Memory size	4.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	3
95-th percentile	29
Maximum	819
Range	819
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	62.50383
Coefficient of variation (CV)	5.3411324
Kurtosis	97.179484
Mean	11.702355
Median Absolute Deviation (MAD)	0
Skewness	9.3026824
Sum	5465
Variance	3906.7288
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=48)

Value	Count	Frequency (%)
0	273	58.5%
1	50	10.7%
2	25	5.4%
3	18	3.9%
9	9	1.9%
7	9	1.9%
5	8	1.7%
4	7	1.5%
14	5	1.1%
6	5	1.1%
Other values (38)	58	12.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	273	58.5%
1	50	10.7%
2	25	5.4%
3	18	3.9%
4	7	1.5%
5	8	1.7%
6	5	1.1%
7	9	1.9%
8	3	0.6%
9	9	1.9%

Value	Count	Frequency (%)
819	1	0.2%
594	1	0.2%
589	1	0.2%
468	1	0.2%
288	1	0.2%
224	1	0.2%
150	1	0.2%
147	1	0.2%
137	1	0.2%
131	1	0.2%

구속-사전영장
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	59
Distinct (%)	12.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	9.3490364

Minimum	0
Maximum	686
Zeros	239
Zeros (%)	51.2%
Negative	0
Negative (%)	0.0%
Memory size	4.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	5
95-th percentile	42
Maximum	686
Range	686
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	37.941736
Coefficient of variation (CV)	4.0583579
Kurtosis	220.57724
Mean	9.3490364
Median Absolute Deviation (MAD)	0
Skewness	13.11614
Sum	4366
Variance	1439.5753
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	239	51.2%
1	44	9.4%
3	25	5.4%
2	21	4.5%
4	16	3.4%
5	9	1.9%
8	9	1.9%
7	8	1.7%
6	7	1.5%
11	6	1.3%
Other values (49)	83	17.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	239	51.2%
1	44	9.4%
2	21	4.5%
3	25	5.4%
4	16	3.4%
5	9	1.9%
6	7	1.5%
7	8	1.7%
8	9	1.9%
9	6	1.3%

Value	Count	Frequency (%)
686	1	0.2%
207	1	0.2%
196	1	0.2%
135	1	0.2%
131	1	0.2%
104	1	0.2%
95	1	0.2%
82	2	0.4%
79	1	0.2%
78	1	0.2%

구속-체포
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	62
Distinct (%)	13.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	16.970021

Minimum	0
Maximum	2228
Zeros	254
Zeros (%)	54.4%
Negative	0
Negative (%)	0.0%
Memory size	4.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	5
95-th percentile	47.4
Maximum	2228
Range	2228
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	118.11224
Coefficient of variation (CV)	6.9600525
Kurtosis	272.81586
Mean	16.970021
Median Absolute Deviation (MAD)	0
Skewness	15.483338
Sum	7925
Variance	13950.501
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	254	54.4%
1	32	6.9%
2	30	6.4%
3	19	4.1%
6	10	2.1%
4	10	2.1%
7	8	1.7%
5	7	1.5%
8	6	1.3%
17	6	1.3%
Other values (52)	85	18.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	254	54.4%
1	32	6.9%
2	30	6.4%
3	19	4.1%
4	10	2.1%
5	7	1.5%
6	10	2.1%
7	8	1.7%
8	6	1.3%
9	4	0.9%

Value	Count	Frequency (%)
2228	1	0.2%
866	1	0.2%
737	1	0.2%
255	1	0.2%
226	1	0.2%
202	1	0.2%
195	1	0.2%
153	1	0.2%
145	1	0.2%
134	1	0.2%

불구속-불구속입건
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	274
Distinct (%)	58.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3895.6017

Minimum	0
Maximum	255286
Zeros	78
Zeros (%)	16.7%
Negative	0
Negative (%)	0.0%
Memory size	4.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	3
median	75
Q3	883.5
95-th percentile	11917.8
Maximum	255286
Range	255286
Interquartile range (IQR)	880.5

Descriptive statistics

Standard deviation	20302.01
Coefficient of variation (CV)	5.2115211
Kurtosis	95.312293
Mean	3895.6017
Median Absolute Deviation (MAD)	75
Skewness	9.3327368
Sum	1819246
Variance	4.1217163 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	78	16.7%
1	18	3.9%
3	12	2.6%
2	11	2.4%
6	6	1.3%
8	5	1.1%
24	5	1.1%
7	5	1.1%
12	5	1.1%
10	5	1.1%
Other values (264)	317	67.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	78	16.7%
1	18	3.9%
2	11	2.4%
3	12	2.6%
4	4	0.9%
5	2	0.4%
6	6	1.3%
7	5	1.1%
8	5	1.1%
9	2	0.4%

Value	Count	Frequency (%)
255286	1	0.2%
197424	1	0.2%
192680	1	0.2%
180253	1	0.2%
77436	1	0.2%
57730	1	0.2%
50100	1	0.2%
49277	1	0.2%
36320	1	0.2%
36291	1	0.2%

불구속-검사기각
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	29
Distinct (%)	6.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.5824411

Minimum	0
Maximum	158
Zeros	302
Zeros (%)	64.7%
Negative	0
Negative (%)	0.0%
Memory size	4.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	10
Maximum	158
Range	158
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	10.716957
Coefficient of variation (CV)	4.1499328
Kurtosis	116.04413
Mean	2.5824411
Median Absolute Deviation (MAD)	0
Skewness	9.6375492
Sum	1206
Variance	114.85317
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=29)

Value	Count	Frequency (%)
0	302	64.7%
1	53	11.3%
2	31	6.6%
3	17	3.6%
4	10	2.1%
6	9	1.9%
5	9	1.9%
10	6	1.3%
7	4	0.9%
9	4	0.9%
Other values (19)	22	4.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	302	64.7%
1	53	11.3%
2	31	6.6%
3	17	3.6%
4	10	2.1%
5	9	1.9%
6	9	1.9%
7	4	0.9%
8	3	0.6%
9	4	0.9%

Value	Count	Frequency (%)
158	1	0.2%
102	1	0.2%
72	1	0.2%
55	1	0.2%
47	1	0.2%
46	1	0.2%
37	1	0.2%
31	1	0.2%
25	1	0.2%
24	1	0.2%

불구속-판사기각
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	36
Distinct (%)	7.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.6445396

Minimum	0
Maximum	328
Zeros	282
Zeros (%)	60.4%
Negative	0
Negative (%)	0.0%
Memory size	4.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	16.7
Maximum	328
Range	328
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	22.608679
Coefficient of variation (CV)	4.8677976
Kurtosis	127.0655
Mean	4.6445396
Median Absolute Deviation (MAD)	0
Skewness	10.42185
Sum	2169
Variance	511.15235
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=36)

Value	Count	Frequency (%)
0	282	60.4%
1	71	15.2%
2	21	4.5%
3	15	3.2%
4	12	2.6%
6	8	1.7%
10	7	1.5%
7	5	1.1%
16	4	0.9%
12	4	0.9%
Other values (26)	38	8.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	282	60.4%
1	71	15.2%
2	21	4.5%
3	15	3.2%
4	12	2.6%
5	3	0.6%
6	8	1.7%
7	5	1.1%
8	2	0.4%
9	4	0.9%

Value	Count	Frequency (%)
328	1	0.2%
255	1	0.2%
145	1	0.2%
136	1	0.2%
91	1	0.2%
63	1	0.2%
56	1	0.2%
52	1	0.2%
50	1	0.2%
38	1	0.2%

불구속-적부심석방
Real number (ℝ)

ZEROS

Distinct	8
Distinct (%)	1.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.30620985

Minimum	0
Maximum	25
Zeros	414
Zeros (%)	88.7%
Negative	0
Negative (%)	0.0%
Memory size	4.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	25
Range	25
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1.5785662
Coefficient of variation (CV)	5.1551777
Kurtosis	144.29111
Mean	0.30620985
Median Absolute Deviation (MAD)	0
Skewness	10.696292
Sum	143
Variance	2.4918712
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0	414	88.7%
1	31	6.6%
2	7	1.5%
3	7	1.5%
5	4	0.9%
9	2	0.4%
14	1	0.2%
25	1	0.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	414	88.7%
1	31	6.6%
2	7	1.5%
3	7	1.5%
5	4	0.9%
9	2	0.4%
14	1	0.2%
25	1	0.2%

Value	Count	Frequency (%)
25	1	0.2%
14	1	0.2%
9	2	0.4%
5	4	0.9%
3	7	1.5%
2	7	1.5%
1	31	6.6%
0	414	88.7%

불구속-검사구속취소
Real number (ℝ)

ZEROS

Distinct	8
Distinct (%)	1.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.15203426

Minimum	0
Maximum	7
Zeros	431
Zeros (%)	92.3%
Negative	0
Negative (%)	0.0%
Memory size	4.2 KiB

Quantile statistics

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

Descriptive statistics

Standard deviation	0.67798864
Coefficient of variation (CV)	4.4594464
Kurtosis	46.392813
Mean	0.15203426
Median Absolute Deviation (MAD)	0
Skewness	6.2767312
Sum	71
Variance	0.4596686
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0	431	92.3%
1	21	4.5%
2	7	1.5%
4	3	0.6%
3	2	0.4%
5	1	0.2%
6	1	0.2%
7	1	0.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	431	92.3%
1	21	4.5%
2	7	1.5%
3	2	0.4%
4	3	0.6%
5	1	0.2%
6	1	0.2%
7	1	0.2%

Value	Count	Frequency (%)
7	1	0.2%
6	1	0.2%
5	1	0.2%
4	3	0.6%
3	2	0.4%
2	7	1.5%
1	21	4.5%
0	431	92.3%

Heatmap
Table

	범죄대분류	범죄중분류	구속-현행범체포	구속-긴급체포	구속-사전영장	구속-체포	불구속-불구속입건	불구속-검사기각	불구속-판사기각	불구속-적부심석방	불구속-검사구속취소
범죄대분류	1.000	1.000	0.138	0.470	0.294	0.350	0.344	0.220	0.285	0.353	0.318
범죄중분류	1.000	1.000	0.000	0.350	0.160	0.398	0.350	0.000	0.000	0.466	0.159
구속-현행범체포	0.138	0.000	1.000	0.719	0.861	0.981	0.882	0.913	0.901	0.786	0.880
구속-긴급체포	0.470	0.350	0.719	1.000	0.613	0.841	0.743	0.924	0.809	0.634	0.788
구속-사전영장	0.294	0.160	0.861	0.613	1.000	0.703	0.865	0.870	0.825	0.871	0.786
구속-체포	0.350	0.398	0.981	0.841	0.703	1.000	0.842	0.837	0.895	0.793	0.967
불구속-불구속입건	0.344	0.350	0.882	0.743	0.865	0.842	1.000	0.921	0.954	0.977	0.844
불구속-검사기각	0.220	0.000	0.913	0.924	0.870	0.837	0.921	1.000	0.934	0.831	0.807
불구속-판사기각	0.285	0.000	0.901	0.809	0.825	0.895	0.954	0.934	1.000	0.950	0.867
불구속-적부심석방	0.353	0.466	0.786	0.634	0.871	0.793	0.977	0.831	0.950	1.000	0.851
불구속-검사구속취소	0.318	0.159	0.880	0.788	0.786	0.967	0.844	0.807	0.867	0.851	1.000

Heatmap
Table

	범죄대분류	범죄중분류
범죄대분류	1.000	0.974
범죄중분류	0.974	1.000

Heatmap
Table

	구속-현행범체포	구속-긴급체포	구속-사전영장	구속-체포	불구속-불구속입건	불구속-검사기각	불구속-판사기각	불구속-적부심석방	불구속-검사구속취소	범죄대분류	범죄중분류
구속-현행범체포	1.000	0.656	0.682	0.671	0.474	0.573	0.652	0.392	0.273	0.058	0.000
구속-긴급체포	0.656	1.000	0.706	0.749	0.412	0.582	0.638	0.353	0.193	0.232	0.145
구속-사전영장	0.682	0.706	1.000	0.797	0.602	0.677	0.730	0.412	0.292	0.128	0.071
구속-체포	0.671	0.749	0.797	1.000	0.600	0.684	0.744	0.411	0.292	0.202	0.204
불구속-불구속입건	0.474	0.412	0.602	0.600	1.000	0.670	0.651	0.442	0.417	0.166	0.154
불구속-검사기각	0.573	0.582	0.677	0.684	0.670	1.000	0.719	0.482	0.387	0.100	0.000
불구속-판사기각	0.652	0.638	0.730	0.744	0.651	0.719	1.000	0.453	0.353	0.135	0.000
불구속-적부심석방	0.392	0.353	0.412	0.411	0.442	0.482	0.453	1.000	0.383	0.150	0.183
불구속-검사구속취소	0.273	0.193	0.292	0.292	0.417	0.387	0.353	0.383	1.000	0.140	0.058
범죄대분류	0.058	0.232	0.128	0.202	0.166	0.100	0.135	0.150	0.140	1.000	0.974
범죄중분류	0.000	0.145	0.071	0.204	0.154	0.000	0.000	0.183	0.058	0.974	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	범죄소분류	구속-현행범체포	구속-긴급체포	구속-사전영장	구속-체포	불구속-불구속입건	불구속-검사기각	불구속-판사기각	불구속-적부심석방
0	강력범죄	살인기수	살인	52	120	10	14	91	0	1	0
1	강력범죄	살인기수	영아살해	0	2	1	0	8	0	0	0
2	강력범죄	살인기수	존속살해	7	14	0	2	3	0	0	0
3	강력범죄	살인기수	촉탁·승낙살인	0	0	0	0	1	0	0	0
4	강력범죄	살인기수	자살교사·방조	0	1	1	0	24	1	1	0
5	강력범죄	살인기수	위계·위력·촉탁·승낙살인	0	0	0	0	0	0	0	0
6	강력범죄	살인기수	특가법(보복살인등)	0	0	0	0	0	0	0	0
7	강력범죄	살인미수등	살인	205	137	18	19	121	6	6	1
8	강력범죄	살인미수등	영아살해	0	0	0	0	0	0	0	0
9	강력범죄	살인미수등	존속살해	9	5	1	0	7	1	1	0

	범죄대분류	범죄중분류	범죄소분류	구속-현행범체포	구속-긴급체포	구속-사전영장	구속-체포	불구속-불구속입건	불구속-검사기각	불구속-판사기각	불구속-적부심석방	불구속-검사구속취소
457	기타범죄	기타범죄	폭력행위등처벌에관한법률위반(기타)	0	0	0	0	4	0	0	0	0
458	기타범죄	기타범죄	하수도법	0	0	0	0	156	0	0	0	0
459	기타범죄	기타범죄	하천법	0	0	1	0	285	0	1	0	0
460	기타범죄	기타범죄	학원의설립·운영및과외교섭에관한법률	0	0	0	0	559	0	0	0	0
461	기타범죄	기타범죄	항만운송사업법	0	0	0	0	190	0	0	0	0
462	기타범죄	기타범죄	허위감정 증거인멸·은닉 증인은닉죄	0	0	3	0	132	0	0	0	0
463	기타범죄	기타범죄	형사소송법	0	0	0	0	1	0	0	0	0
464	기타범죄	기타범죄	형의실효등에관한법률	0	0	0	0	8	0	0	0	0
465	기타범죄	기타범죄	화물자동차운수사업법	0	0	0	0	2842	1	0	1	0
466	기타범죄	기타범죄	기타	95	112	60	153	30552	37	52	3	2

Overview

Variables

Common Values

Length

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Open Punctuation

Close Punctuation

Decimal Number

Other Punctuation

Space Separator

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