gimi9 Pandas Profiling

Dataset statistics

Number of variables	14
Number of observations	162
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	19.9 KiB
Average record size in memory	125.8 B

Variable types

Text	1
Numeric	13

Dataset

Description	대검찰청에서 발간하는 범죄분석은 3종의 범죄통계원표를 기반으로 작성하는 자료이며 이 중 본 데이터는 범죄의 수사 단서에 관한 통계임. (단위: 건)
Author	대검찰청
URL	https://www.data.go.kr/data/15085610/fileData.do

Alerts

`현행범` is highly overall correlated with `피해자신고` and 7 other fields	High correlation
`피해자신고` is highly overall correlated with `현행범` and 6 other fields	High correlation
`고소` is highly overall correlated with `피해자신고` and 1 other fields	High correlation
`고발` is highly overall correlated with `진정투서`	High correlation
`자수` is highly overall correlated with `현행범` and 5 other fields	High correlation
`진정투서` is highly overall correlated with `현행범` and 5 other fields	High correlation
`타인신고` is highly overall correlated with `현행범` and 6 other fields	High correlation
`불심검문` is highly overall correlated with `현행범` and 4 other fields	High correlation
`피해품발견` is highly overall correlated with `피해자신고` and 2 other fields	High correlation
`탐문정보` is highly overall correlated with `현행범` and 3 other fields	High correlation
`여죄` is highly overall correlated with `현행범` and 4 other fields	High correlation
`기타` is highly overall correlated with `현행범` and 7 other fields	High correlation
`범죄분류` has unique values	Unique
`현행범` has 24 (14.8%) zeros	Zeros
`피해자신고` has 19 (11.7%) zeros	Zeros
`고소` has 13 (8.0%) zeros	Zeros
`고발` has 14 (8.6%) zeros	Zeros
`자수` has 87 (53.7%) zeros	Zeros
`진정투서` has 16 (9.9%) zeros	Zeros
`타인신고` has 11 (6.8%) zeros	Zeros
`불심검문` has 67 (41.4%) zeros	Zeros
`피해품발견` has 121 (74.7%) zeros	Zeros
`변사체` has 134 (82.7%) zeros	Zeros
`탐문정보` has 17 (10.5%) zeros	Zeros
`여죄` has 29 (17.9%) zeros	Zeros
`기타` has 2 (1.2%) zeros	Zeros

Reproduction

Analysis started	2023-12-12 23:27:45.303151
Analysis finished	2023-12-12 23:28:00.527448
Duration	15.22 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%

현행범
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	93
Distinct (%)	57.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	878.45062

Minimum	0
Maximum	46624
Zeros	24
Zeros (%)	14.8%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2
median	24
Q3	175
95-th percentile	4889.2
Maximum	46624
Range	46624
Interquartile range (IQR)	173

Descriptive statistics

Standard deviation	4075.3693
Coefficient of variation (CV)	4.6392697
Kurtosis	100.13991
Mean	878.45062
Median Absolute Deviation (MAD)	24
Skewness	9.2637666
Sum	142309
Variance	16608635
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	24	14.8%
1	13	8.0%
2	9	5.6%
4	6	3.7%
3	4	2.5%
10	3	1.9%
8	3	1.9%
19	3	1.9%
16	3	1.9%
62	2	1.2%
Other values (83)	92	56.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	24	14.8%
1	13	8.0%
2	9	5.6%
3	4	2.5%
4	6	3.7%
5	2	1.2%
6	2	1.2%
7	1	0.6%
8	3	1.9%
9	2	1.2%

Value	Count	Frequency (%)
46624	1	0.6%
11849	1	0.6%
10316	1	0.6%
9254	1	0.6%
8573	1	0.6%
8449	1	0.6%
6449	1	0.6%
6030	1	0.6%
4960	1	0.6%
3544	1	0.6%

피해자신고
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	89
Distinct (%)	54.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4081.463

Minimum	0
Maximum	146812
Zeros	19
Zeros (%)	11.7%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2
median	19.5
Q3	262.75
95-th percentile	20525.85
Maximum	146812
Range	146812
Interquartile range (IQR)	260.75

Descriptive statistics

Standard deviation	18227.736
Coefficient of variation (CV)	4.4659809
Kurtosis	42.791474
Mean	4081.463
Median Absolute Deviation (MAD)	19.5
Skewness	6.3255954
Sum	661197
Variance	3.3225035 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	19	11.7%
1	18	11.1%
3	8	4.9%
10	5	3.1%
2	5	3.1%
5	5	3.1%
6	4	2.5%
23	4	2.5%
9	3	1.9%
7	3	1.9%
Other values (79)	88	54.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	19	11.7%
1	18	11.1%
2	5	3.1%
3	8	4.9%
4	2	1.2%
5	5	3.1%
6	4	2.5%
7	3	1.9%
8	1	0.6%
9	3	1.9%

Value	Count	Frequency (%)
146812	1	0.6%
134416	1	0.6%
97219	1	0.6%
46625	1	0.6%
41980	1	0.6%
29120	1	0.6%
24768	1	0.6%
24382	1	0.6%
20914	1	0.6%
13151	1	0.6%

고소
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	98
Distinct (%)	60.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1559.6049

Minimum	0
Maximum	96434
Zeros	13
Zeros (%)	8.0%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	4
median	26
Q3	224.75
95-th percentile	6990.1
Maximum	96434
Range	96434
Interquartile range (IQR)	220.75

Descriptive statistics

Standard deviation	8048.1641
Coefficient of variation (CV)	5.1603864
Kurtosis	121.76671
Mean	1559.6049
Median Absolute Deviation (MAD)	25
Skewness	10.470726
Sum	252656
Variance	64772945
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	13	8.0%
1	10	6.2%
3	7	4.3%
2	7	4.3%
4	6	3.7%
15	6	3.7%
6	4	2.5%
11	4	2.5%
7	3	1.9%
12	3	1.9%
Other values (88)	99	61.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	13	8.0%
1	10	6.2%
2	7	4.3%
3	7	4.3%
4	6	3.7%
5	1	0.6%
6	4	2.5%
7	3	1.9%
8	2	1.2%
9	3	1.9%

Value	Count	Frequency (%)
96434	1	0.6%
20334	1	0.6%
14876	1	0.6%
13602	1	0.6%
11839	1	0.6%
11426	1	0.6%
10462	1	0.6%
9660	1	0.6%
6996	1	0.6%
6878	1	0.6%

고발
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	110
Distinct (%)	67.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	395.17901

Minimum	0
Maximum	8044
Zeros	14
Zeros (%)	8.6%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	10
median	60.5
Q3	261
95-th percentile	1726.8
Maximum	8044
Range	8044
Interquartile range (IQR)	251

Descriptive statistics

Standard deviation	1102.3419
Coefficient of variation (CV)	2.7894749
Kurtosis	28.002936
Mean	395.17901
Median Absolute Deviation (MAD)	58
Skewness	5.0096931
Sum	64019
Variance	1215157.8
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	14	8.6%
2	5	3.1%
1	5	3.1%
4	4	2.5%
10	3	1.9%
13	3	1.9%
26	3	1.9%
20	3	1.9%
9	3	1.9%
3	3	1.9%
Other values (100)	116	71.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	14	8.6%
1	5	3.1%
2	5	3.1%
3	3	1.9%
4	4	2.5%
5	1	0.6%
6	1	0.6%
7	1	0.6%
8	2	1.2%
9	3	1.9%

Value	Count	Frequency (%)
8044	1	0.6%
7241	1	0.6%
6313	1	0.6%
3808	1	0.6%
3133	1	0.6%
2978	1	0.6%
2421	1	0.6%
1855	1	0.6%
1741	1	0.6%
1457	1	0.6%

자수
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	35
Distinct (%)	21.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	63.722222

Minimum	0
Maximum	8267
Zeros	87
Zeros (%)	53.7%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	3.75
95-th percentile	95.45
Maximum	8267
Range	8267
Interquartile range (IQR)	3.75

Descriptive statistics

Standard deviation	649.83062
Coefficient of variation (CV)	10.197865
Kurtosis	160.66635
Mean	63.722222
Median Absolute Deviation (MAD)	0
Skewness	12.651233
Sum	10323
Variance	422279.83
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=35)

Value	Count	Frequency (%)
0	87	53.7%
1	20	12.3%
3	8	4.9%
2	6	3.7%
5	5	3.1%
4	3	1.9%
9	2	1.2%
14	2	1.2%
21	2	1.2%
6	2	1.2%
Other values (25)	25	15.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	87	53.7%
1	20	12.3%
2	6	3.7%
3	8	4.9%
4	3	1.9%
5	5	3.1%
6	2	1.2%
9	2	1.2%
10	1	0.6%
11	1	0.6%

Value	Count	Frequency (%)
8267	1	0.6%
382	1	0.6%
215	1	0.6%
149	1	0.6%
124	1	0.6%
107	1	0.6%
100	1	0.6%
98	1	0.6%
96	1	0.6%
85	1	0.6%

진정투서
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	87
Distinct (%)	53.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	855.92593

Minimum	0
Maximum	93930
Zeros	16
Zeros (%)	9.9%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	5
median	19
Q3	113.75
95-th percentile	1527.1
Maximum	93930
Range	93930
Interquartile range (IQR)	108.75

Descriptive statistics

Standard deviation	7426.046
Coefficient of variation (CV)	8.6760381
Kurtosis	156.05077
Mean	855.92593
Median Absolute Deviation (MAD)	18
Skewness	12.394553
Sum	138660
Variance	55146159
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	16	9.9%
1	7	4.3%
6	7	4.3%
2	6	3.7%
3	5	3.1%
12	5	3.1%
5	5	3.1%
4	5	3.1%
13	4	2.5%
7	3	1.9%
Other values (77)	99	61.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	16	9.9%
1	7	4.3%
2	6	3.7%
3	5	3.1%
4	5	3.1%
5	5	3.1%
6	7	4.3%
7	3	1.9%
8	2	1.2%
9	2	1.2%

Value	Count	Frequency (%)
93930	1	0.6%
10242	1	0.6%
4161	1	0.6%
3568	1	0.6%
3190	1	0.6%
2859	1	0.6%
2663	1	0.6%
1734	1	0.6%
1537	1	0.6%
1339	1	0.6%

타인신고
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	99
Distinct (%)	61.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	697.01852

Minimum	0
Maximum	25291
Zeros	11
Zeros (%)	6.8%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	5
median	46
Q3	205
95-th percentile	2564.35
Maximum	25291
Range	25291
Interquartile range (IQR)	200

Descriptive statistics

Standard deviation	2862.9022
Coefficient of variation (CV)	4.1073545
Kurtosis	58.021915
Mean	697.01852
Median Absolute Deviation (MAD)	45
Skewness	7.3192294
Sum	112917
Variance	8196208.9
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	13	8.0%
5	12	7.4%
0	11	6.8%
2	9	5.6%
4	5	3.1%
12	3	1.9%
26	3	1.9%
19	3	1.9%
205	2	1.2%
20	2	1.2%
Other values (89)	99	61.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	11	6.8%
1	13	8.0%
2	9	5.6%
3	2	1.2%
4	5	3.1%
5	12	7.4%
6	1	0.6%
7	1	0.6%
8	2	1.2%
9	1	0.6%

Value	Count	Frequency (%)
25291	1	0.6%
23411	1	0.6%
7087	1	0.6%
7075	1	0.6%
6209	1	0.6%
3357	1	0.6%
2864	1	0.6%
2601	1	0.6%
2570	1	0.6%
2457	1	0.6%

불심검문
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	56
Distinct (%)	34.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1145.9877

Minimum	0
Maximum	124184
Zeros	67
Zeros (%)	41.4%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	22.75
95-th percentile	498.5
Maximum	124184
Range	124184
Interquartile range (IQR)	22.75

Descriptive statistics

Standard deviation	10170.499
Coefficient of variation (CV)	8.8748769
Kurtosis	135.86372
Mean	1145.9877
Median Absolute Deviation (MAD)	1
Skewness	11.381582
Sum	185650
Variance	1.0343906 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	67	41.4%
1	16	9.9%
2	6	3.7%
3	6	3.7%
7	3	1.9%
6	3	1.9%
11	3	1.9%
16	3	1.9%
25	3	1.9%
23	2	1.2%
Other values (46)	50	30.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	67	41.4%
1	16	9.9%
2	6	3.7%
3	6	3.7%
4	1	0.6%
5	1	0.6%
6	3	1.9%
7	3	1.9%
8	2	1.2%
9	1	0.6%

Value	Count	Frequency (%)
124184	1	0.6%
35343	1	0.6%
12688	1	0.6%
5240	1	0.6%
2029	1	0.6%
1169	1	0.6%
862	1	0.6%
545	1	0.6%
509	1	0.6%
299	1	0.6%

피해품발견
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	16
Distinct (%)	9.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	12.12963

Minimum	0
Maximum	1178
Zeros	121
Zeros (%)	74.7%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0.75
95-th percentile	7.95
Maximum	1178
Range	1178
Interquartile range (IQR)	0.75

Descriptive statistics

Standard deviation	98.345451
Coefficient of variation (CV)	8.1078693
Kurtosis	125.37191
Mean	12.12963
Median Absolute Deviation (MAD)	0
Skewness	10.824681
Sum	1965
Variance	9671.8278
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
0	121	74.7%
1	14	8.6%
2	9	5.6%
7	2	1.2%
10	2	1.2%
6	2	1.2%
3	2	1.2%
4	2	1.2%
17	1	0.6%
5	1	0.6%
Other values (6)	6	3.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	121	74.7%
1	14	8.6%
2	9	5.6%
3	2	1.2%
4	2	1.2%
5	1	0.6%
6	2	1.2%
7	2	1.2%
8	1	0.6%
9	1	0.6%

Value	Count	Frequency (%)
1178	1	0.6%
331	1	0.6%
285	1	0.6%
40	1	0.6%
17	1	0.6%
10	2	1.2%
9	1	0.6%
8	1	0.6%
7	2	1.2%
6	2	1.2%

변사체
Real number (ℝ)

ZEROS

Distinct	14
Distinct (%)	8.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.962963

Minimum	0
Maximum	311
Zeros	134
Zeros (%)	82.7%
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	311
Range	311
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	25.032622
Coefficient of variation (CV)	8.4485099
Kurtosis	145.08091
Mean	2.962963
Median Absolute Deviation (MAD)	0
Skewness	11.833949
Sum	480
Variance	626.63216
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=14)

Value	Count	Frequency (%)
0	134	82.7%
1	11	6.8%
2	5	3.1%
6	2	1.2%
3	1	0.6%
69	1	0.6%
16	1	0.6%
15	1	0.6%
9	1	0.6%
311	1	0.6%
Other values (4)	4	2.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	134	82.7%
1	11	6.8%
2	5	3.1%
3	1	0.6%
4	1	0.6%
5	1	0.6%
6	2	1.2%
7	1	0.6%
8	1	0.6%
9	1	0.6%

Value	Count	Frequency (%)
311	1	0.6%
69	1	0.6%
16	1	0.6%
15	1	0.6%
9	1	0.6%
8	1	0.6%
7	1	0.6%
6	2	1.2%
5	1	0.6%
4	1	0.6%

탐문정보
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	102
Distinct (%)	63.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	257.2037

Minimum	0
Maximum	10546
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	39
Q3	144.5
95-th percentile	1274.35
Maximum	10546
Range	10546
Interquartile range (IQR)	137.5

Descriptive statistics

Standard deviation	930.65645
Coefficient of variation (CV)	3.6183633
Kurtosis	94.16144
Mean	257.2037
Median Absolute Deviation (MAD)	37
Skewness	8.8855723
Sum	41667
Variance	866121.43
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	17	10.5%
1	7	4.3%
6	6	3.7%
7	6	3.7%
24	3	1.9%
20	3	1.9%
2	3	1.9%
14	3	1.9%
4	3	1.9%
66	2	1.2%
Other values (92)	109	67.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	17	10.5%
1	7	4.3%
2	3	1.9%
3	2	1.2%
4	3	1.9%
6	6	3.7%
7	6	3.7%
8	2	1.2%
9	2	1.2%
10	1	0.6%

Value	Count	Frequency (%)
10546	1	0.6%
2755	1	0.6%
2543	1	0.6%
2153	1	0.6%
2144	1	0.6%
1979	1	0.6%
1387	1	0.6%
1365	1	0.6%
1288	1	0.6%
1015	1	0.6%

여죄
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	69
Distinct (%)	42.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	252.58642

Minimum	0
Maximum	9373
Zeros	29
Zeros (%)	17.9%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	8
Q3	53.75
95-th percentile	817.25
Maximum	9373
Range	9373
Interquartile range (IQR)	52.75

Descriptive statistics

Standard deviation	1041.0926
Coefficient of variation (CV)	4.1217285
Kurtosis	49.876102
Mean	252.58642
Median Absolute Deviation (MAD)	8
Skewness	6.7294843
Sum	40919
Variance	1083873.9
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	29	17.9%
1	22	13.6%
2	7	4.3%
3	7	4.3%
8	6	3.7%
4	6	3.7%
10	4	2.5%
18	4	2.5%
13	4	2.5%
12	4	2.5%
Other values (59)	69	42.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	29	17.9%
1	22	13.6%
2	7	4.3%
3	7	4.3%
4	6	3.7%
5	2	1.2%
6	3	1.9%
7	1	0.6%
8	6	3.7%
9	3	1.9%

Value	Count	Frequency (%)
9373	1	0.6%
7139	1	0.6%
4578	1	0.6%
3538	1	0.6%
1866	1	0.6%
1516	1	0.6%
1107	1	0.6%
901	1	0.6%
818	1	0.6%
803	1	0.6%

기타
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	139
Distinct (%)	85.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1062.4321

Minimum	0
Maximum	23685
Zeros	2
Zeros (%)	1.2%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	0
5-th percentile	6.05
Q1	54
median	197.5
Q3	622.75
95-th percentile	4677.6
Maximum	23685
Range	23685
Interquartile range (IQR)	568.75

Descriptive statistics

Standard deviation	2875.2105
Coefficient of variation (CV)	2.7062534
Kurtosis	31.021371
Mean	1062.4321
Median Absolute Deviation (MAD)	175.5
Skewness	5.0965706
Sum	172114
Variance	8266835.4
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
125	3	1.9%
6	3	1.9%
84	3	1.9%
0	2	1.2%
140	2	1.2%
44	2	1.2%
2	2	1.2%
388	2	1.2%
20	2	1.2%
54	2	1.2%
Other values (129)	139	85.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2	1.2%
1	1	0.6%
2	2	1.2%
4	1	0.6%
6	3	1.9%
7	1	0.6%
9	1	0.6%
11	1	0.6%
12	1	0.6%
13	1	0.6%

Value	Count	Frequency (%)
23685	1	0.6%
17272	1	0.6%
11941	1	0.6%
9080	1	0.6%
9030	1	0.6%
8715	1	0.6%
8180	1	0.6%
7372	1	0.6%
4718	1	0.6%
3910	1	0.6%

Phik (φk)
Auto

Heatmap
Table

	현행범	피해자신고	고소	고발	자수	진정투서	타인신고	불심검문	피해품발견	변사체	탐문정보	여죄	기타
현행범	1.000	0.817	0.663	0.000	0.000	0.264	0.675	0.000	0.264	0.000	0.642	0.459	0.000
피해자신고	0.817	1.000	0.571	0.000	0.881	0.606	0.647	0.347	0.843	0.000	0.589	0.737	0.735
고소	0.663	0.571	1.000	0.098	0.000	0.716	0.232	0.000	0.148	0.000	0.607	0.725	0.322
고발	0.000	0.000	0.098	1.000	0.000	0.225	0.390	0.000	0.000	0.000	0.333	0.639	0.622
자수	0.000	0.881	0.000	0.000	1.000	0.000	0.889	0.000	0.000	0.000	0.000	0.000	1.000
진정투서	0.264	0.606	0.716	0.225	0.000	1.000	0.000	0.000	0.000	0.000	0.337	0.937	0.734
타인신고	0.675	0.647	0.232	0.390	0.889	0.000	1.000	0.834	0.000	0.000	0.212	0.425	0.765
불심검문	0.000	0.347	0.000	0.000	0.000	0.000	0.834	1.000	0.000	0.000	0.573	0.000	0.797
피해품발견	0.264	0.843	0.148	0.000	0.000	0.000	0.000	0.000	1.000	0.000	0.704	0.937	0.346
변사체	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	1.000	0.000	0.000	0.000
탐문정보	0.642	0.589	0.607	0.333	0.000	0.337	0.212	0.573	0.704	0.000	1.000	0.849	0.623
여죄	0.459	0.737	0.725	0.639	0.000	0.937	0.425	0.000	0.937	0.000	0.849	1.000	0.865
기타	0.000	0.735	0.322	0.622	1.000	0.734	0.765	0.797	0.346	0.000	0.623	0.865	1.000

Heatmap
Table

	현행범	피해자신고	고소	고발	자수	진정투서	타인신고	불심검문	피해품발견	변사체	탐문정보	여죄	기타
현행범	1.000	0.775	0.433	0.168	0.624	0.539	0.753	0.584	0.486	0.346	0.573	0.543	0.695
피해자신고	0.775	1.000	0.549	0.003	0.680	0.569	0.752	0.482	0.582	0.428	0.441	0.422	0.593
고소	0.433	0.549	1.000	0.242	0.350	0.630	0.180	0.036	0.280	0.286	0.393	0.324	0.428
고발	0.168	0.003	0.242	1.000	0.068	0.510	0.182	0.209	0.094	-0.012	0.395	0.234	0.347
자수	0.624	0.680	0.350	0.068	1.000	0.422	0.661	0.512	0.592	0.458	0.484	0.456	0.605
진정투서	0.539	0.569	0.630	0.510	0.422	1.000	0.476	0.359	0.407	0.248	0.660	0.455	0.630
타인신고	0.753	0.752	0.180	0.182	0.661	0.476	1.000	0.692	0.521	0.426	0.497	0.508	0.621
불심검문	0.584	0.482	0.036	0.209	0.512	0.359	0.692	1.000	0.471	0.162	0.456	0.523	0.636
피해품발견	0.486	0.582	0.280	0.094	0.592	0.407	0.521	0.471	1.000	0.283	0.346	0.352	0.468
변사체	0.346	0.428	0.286	-0.012	0.458	0.248	0.426	0.162	0.283	1.000	0.146	0.164	0.238
탐문정보	0.573	0.441	0.393	0.395	0.484	0.660	0.497	0.456	0.346	0.146	1.000	0.701	0.748
여죄	0.543	0.422	0.324	0.234	0.456	0.455	0.508	0.523	0.352	0.164	0.701	1.000	0.699
기타	0.695	0.593	0.428	0.347	0.605	0.630	0.621	0.636	0.468	0.238	0.748	0.699	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	현행범	피해자신고	고소	고발	자수	진정투서	타인신고	불심검문	피해품발견	변사체	탐문정보	여죄	기타
0	절도	6030	146812	2870	63	149	1734	2457	545	1178	0	10546	9373	2598
1	장물	27	170	60	0	1	6	48	16	285	0	323	546	452
2	사기	8573	24382	96434	1442	62	93930	609	51	7	1	2543	4578	9030
3	횡령	321	29120	14876	763	56	2663	384	106	331	0	1387	305	2298
4	배임	23	25	3150	371	3	74	10	1	0	0	219	39	1322
5	손괴	8449	41980	3567	87	38	853	865	1	10	3	167	135	403
6	살인	296	127	48	2	19	2	205	1	1	69	18	5	65
7	강도	158	494	53	2	2	5	73	0	0	2	124	31	46
8	방화	463	445	12	0	5	1	357	0	0	0	17	13	45
9	성폭력	6449	13151	5343	109	21	759	2129	263	1	2	2144	1516	937

	범죄분류	현행범	피해자신고	고소	고발	자수	진정투서	타인신고	불심검문	피해품발견	변사체	탐문정보	여죄	기타
152	폐기물관리법	57	43	56	890	0	66	78	21	0	0	94	25	308
153	풍속영업의규제에관한법률	1	0	0	0	0	2	35	25	0	0	1	1	140
154	하천법	0	0	1	175	0	6	19	0	0	0	6	0	6
155	학교보건법	1	0	1	23	0	0	1	0	0	0	0	1	55
156	학원의설립운영및과외교습에관한법률	1	0	2	494	0	14	0	0	0	0	0	0	0
157	화물자동차운수사업법	16	26	8	573	0	276	905	66	0	0	27	1	212
158	화재로인한재해보상과보험가입에관한법률	0	6	0	0	0	0	5	0	0	0	0	0	4
159	화재예방,소방시설설치유지및안전관리에관한법률	1	0	2	2	0	0	0	0	0	0	0	0	20
160	화학물질관리법	182	13	2	26	4	7	93	2	0	0	73	3	274
161	기타특별법	1526	10933	1699	6313	124	1537	6209	862	2	6	1979	7139	11941

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