gimi9 Pandas Profiling

Dataset statistics

Number of variables	15
Number of observations	160
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	21.1 KiB
Average record size in memory	134.8 B

Variable types

Text	1
Numeric	14

Dataset

Description	대검찰청에서 발간하는 범죄분석은 3종의 범죄통계원표를 기반으로 작성하는 자료이며 이 중 본 데이터는 재범자의 재범기간 및 종류에 따른 형법/특별법범 통계임. (단위: 명)
Author	대검찰청
URL	https://www.data.go.kr/data/15086052/fileData.do

Alerts

`동종재범_1개월이내` is highly overall correlated with `동종재범_3개월이내` and 12 other fields	High correlation
`동종재범_3개월이내` is highly overall correlated with `동종재범_1개월이내` and 12 other fields	High correlation
`동종재범_6개월이내` is highly overall correlated with `동종재범_1개월이내` and 12 other fields	High correlation
`동종재범_1년이내` is highly overall correlated with `동종재범_1개월이내` and 12 other fields	High correlation
`동종재범_2년이내` is highly overall correlated with `동종재범_1개월이내` and 12 other fields	High correlation
`동종재범_3년이내` is highly overall correlated with `동종재범_1개월이내` and 12 other fields	High correlation
`동종재범_3년초과` is highly overall correlated with `동종재범_1개월이내` and 12 other fields	High correlation
`이종재범_1개월이내` is highly overall correlated with `동종재범_1개월이내` and 12 other fields	High correlation
`이종재범_3개월이내` is highly overall correlated with `동종재범_1개월이내` and 12 other fields	High correlation
`이종재범_6개월이내` is highly overall correlated with `동종재범_1개월이내` and 12 other fields	High correlation
`이종재범_1년이내` is highly overall correlated with `동종재범_1개월이내` and 12 other fields	High correlation
`이종재범_2년이내` is highly overall correlated with `동종재범_1개월이내` and 12 other fields	High correlation
`이종재범_3년이내` is highly overall correlated with `동종재범_1개월이내` and 12 other fields	High correlation
`이종재범_3년초과` is highly overall correlated with `동종재범_1개월이내` and 12 other fields	High correlation
`범죄분류` has unique values	Unique
`동종재범_1개월이내` has 45 (28.1%) zeros	Zeros
`동종재범_3개월이내` has 41 (25.6%) zeros	Zeros
`동종재범_6개월이내` has 30 (18.8%) zeros	Zeros
`동종재범_1년이내` has 12 (7.5%) zeros	Zeros
`동종재범_2년이내` has 22 (13.8%) zeros	Zeros
`동종재범_3년이내` has 19 (11.9%) zeros	Zeros
`동종재범_3년초과` has 11 (6.9%) zeros	Zeros
`이종재범_1개월이내` has 34 (21.2%) zeros	Zeros
`이종재범_3개월이내` has 17 (10.6%) zeros	Zeros
`이종재범_6개월이내` has 15 (9.4%) zeros	Zeros
`이종재범_1년이내` has 4 (2.5%) zeros	Zeros
`이종재범_2년이내` has 7 (4.4%) zeros	Zeros
`이종재범_3년이내` has 6 (3.8%) zeros	Zeros
`이종재범_3년초과` has 2 (1.2%) zeros	Zeros

Reproduction

Analysis started	2023-12-12 23:05:08.270253
Analysis finished	2023-12-12 23:05:29.238334
Duration	20.97 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

범죄분류
Text

UNIQUE

Distinct	160
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	1.4 KiB

Length

Max length	37
Median length	23
Mean length	8.59375
Min length	2

Characters and Unicode

Total characters	1375
Distinct characters	226
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	4 ?

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

Unique

Unique	160 ?
Unique (%)	100.0%

Sample

1st row	절도
2nd row	장물
3rd row	사기
4th row	횡령
5th row	배임

Value	Count	Frequency (%)
관한법률	14	5.5%
및	12	4.7%
관한	8	3.1%
마약류관리에	3	1.2%
기타	3	1.2%
죄	3	1.2%
등에	3	1.2%
처벌	2	0.8%
과실치사상	2	0.8%
규제에	2	0.8%
Other values (202)	204	79.7%

Most occurring characters

Value	Count	Frequency (%)
법	113	8.2%
	96	7.0%
관	66	4.8%
한	39	2.8%
에	39	2.8%
률	33	2.4%
리	31	2.3%
의	26	1.9%
보	24	1.7%
및	23	1.7%
Other values (216)	885	64.4%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	1248	90.8%
Space Separator	96	7.0%
Open Punctuation	12	0.9%
Close Punctuation	12	0.9%
Other Punctuation	7	0.5%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
법	113	9.1%
관	66	5.3%
한	39	3.1%
에	39	3.1%
률	33	2.6%
리	31	2.5%
의	26	2.1%
보	24	1.9%
및	23	1.8%
업	19	1.5%
Other values (211)	835	66.9%

Other Punctuation

Value	Count	Frequency (%)
·	5	71.4%
,	2	28.6%

Space Separator

Value	Count	Frequency (%)
	96	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	12	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	12	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	1248	90.8%
Common	127	9.2%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
법	113	9.1%
관	66	5.3%
한	39	3.1%
에	39	3.1%
률	33	2.6%
리	31	2.5%
의	26	2.1%
보	24	1.9%
및	23	1.8%
업	19	1.5%
Other values (211)	835	66.9%

Common

Value	Count	Frequency (%)
	96	75.6%
(	12	9.4%
)	12	9.4%
·	5	3.9%
,	2	1.6%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	1245	90.5%
ASCII	122	8.9%
None	5	0.4%
Compat Jamo	3	0.2%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
법	113	9.1%
관	66	5.3%
한	39	3.1%
에	39	3.1%
률	33	2.7%
리	31	2.5%
의	26	2.1%
보	24	1.9%
및	23	1.8%
업	19	1.5%
Other values (210)	832	66.8%

ASCII

Value	Count	Frequency (%)
	96	78.7%
(	12	9.8%
)	12	9.8%
,	2	1.6%

None

Value	Count	Frequency (%)
·	5	100.0%

Compat Jamo

Value	Count	Frequency (%)
ㆍ	3	100.0%

동종재범_1개월이내
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	51
Distinct (%)	31.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	66.2375

Minimum	0
Maximum	2863
Zeros	45
Zeros (%)	28.1%
Negative	0
Negative (%)	0.0%
Memory size	1.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	3
Q3	16
95-th percentile	167.25
Maximum	2863
Range	2863
Interquartile range (IQR)	16

Descriptive statistics

Standard deviation	312.62117
Coefficient of variation (CV)	4.7197006
Kurtosis	64.071254
Mean	66.2375
Median Absolute Deviation (MAD)	3
Skewness	7.7878483
Sum	10598
Variance	97731.994
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	45	28.1%
1	20	12.5%
2	14	8.8%
3	11	6.9%
8	6	3.8%
10	5	3.1%
9	5	3.1%
4	4	2.5%
6	3	1.9%
15	2	1.2%
Other values (41)	45	28.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	45	28.1%
1	20	12.5%
2	14	8.8%
3	11	6.9%
4	4	2.5%
5	1	0.6%
6	3	1.9%
7	1	0.6%
8	6	3.8%
9	5	3.1%

Value	Count	Frequency (%)
2863	1	0.6%
2526	1	0.6%
787	1	0.6%
524	1	0.6%
517	1	0.6%
463	1	0.6%
219	1	0.6%
191	1	0.6%
166	1	0.6%
165	1	0.6%

동종재범_3개월이내
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	58
Distinct (%)	36.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	98.6

Minimum	0
Maximum	3316
Zeros	41
Zeros (%)	25.6%
Negative	0
Negative (%)	0.0%
Memory size	1.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	4.5
Q3	26.5
95-th percentile	339
Maximum	3316
Range	3316
Interquartile range (IQR)	26.5

Descriptive statistics

Standard deviation	392.64209
Coefficient of variation (CV)	3.9821713
Kurtosis	45.148393
Mean	98.6
Median Absolute Deviation (MAD)	4.5
Skewness	6.4256536
Sum	15776
Variance	154167.81
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	41	25.6%
1	16	10.0%
3	10	6.2%
2	9	5.6%
7	6	3.8%
8	4	2.5%
4	4	2.5%
114	3	1.9%
16	3	1.9%
13	3	1.9%
Other values (48)	61	38.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	41	25.6%
1	16	10.0%
2	9	5.6%
3	10	6.2%
4	4	2.5%
5	3	1.9%
6	3	1.9%
7	6	3.8%
8	4	2.5%
9	2	1.2%

Value	Count	Frequency (%)
3316	1	0.6%
2881	1	0.6%
1657	1	0.6%
1194	1	0.6%
938	1	0.6%
929	1	0.6%
370	1	0.6%
358	1	0.6%
338	1	0.6%
265	1	0.6%

동종재범_6개월이내
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	60
Distinct (%)	37.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	111.8625

Minimum	0
Maximum	3161
Zeros	30
Zeros (%)	18.8%
Negative	0
Negative (%)	0.0%
Memory size	1.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	7
Q3	35
95-th percentile	401.4
Maximum	3161
Range	3161
Interquartile range (IQR)	34

Descriptive statistics

Standard deviation	396.60515
Coefficient of variation (CV)	3.5454701
Kurtosis	34.482572
Mean	111.8625
Median Absolute Deviation (MAD)	7
Skewness	5.6139587
Sum	17898
Variance	157295.64
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	30	18.8%
1	19	11.9%
2	8	5.0%
4	7	4.4%
7	7	4.4%
3	5	3.1%
14	4	2.5%
6	4	2.5%
13	3	1.9%
11	3	1.9%
Other values (50)	70	43.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	30	18.8%
1	19	11.9%
2	8	5.0%
3	5	3.1%
4	7	4.4%
5	1	0.6%
6	4	2.5%
7	7	4.4%
8	2	1.2%
9	2	1.2%

Value	Count	Frequency (%)
3161	1	0.6%
2623	1	0.6%
1759	1	0.6%
1619	1	0.6%
1390	1	0.6%
1045	1	0.6%
486	1	0.6%
447	1	0.6%
399	1	0.6%
359	1	0.6%

동종재범_1년이내
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	91
Distinct (%)	56.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	352.5875

Minimum	0
Maximum	10777
Zeros	12
Zeros (%)	7.5%
Negative	0
Negative (%)	0.0%
Memory size	1.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	4
median	29.5
Q3	100.5
95-th percentile	1236.7
Maximum	10777
Range	10777
Interquartile range (IQR)	96.5

Descriptive statistics

Standard deviation	1242.5763
Coefficient of variation (CV)	3.5241645
Kurtosis	38.217659
Mean	352.5875
Median Absolute Deviation (MAD)	27.5
Skewness	5.7813165
Sum	56414
Variance	1543996
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	12	7.5%
2	12	7.5%
3	8	5.0%
4	5	3.1%
1	5	3.1%
19	4	2.5%
11	3	1.9%
30	3	1.9%
6	3	1.9%
8	3	1.9%
Other values (81)	102	63.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	12	7.5%
1	5	3.1%
2	12	7.5%
3	8	5.0%
4	5	3.1%
5	2	1.2%
6	3	1.9%
7	1	0.6%
8	3	1.9%
9	1	0.6%

Value	Count	Frequency (%)
10777	1	0.6%
6624	1	0.6%
5440	1	0.6%
5303	1	0.6%
4715	1	0.6%
3221	1	0.6%
1814	1	0.6%
1592	1	0.6%
1218	1	0.6%
1091	1	0.6%

동종재범_2년이내
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	75
Distinct (%)	46.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	189.625

Minimum	0
Maximum	5726
Zeros	22
Zeros (%)	13.8%
Negative	0
Negative (%)	0.0%
Memory size	1.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2.75
median	14
Q3	61.75
95-th percentile	675.95
Maximum	5726
Range	5726
Interquartile range (IQR)	59

Descriptive statistics

Standard deviation	679.55495
Coefficient of variation (CV)	3.583678
Kurtosis	35.122506
Mean	189.625
Median Absolute Deviation (MAD)	13
Skewness	5.5732543
Sum	30340
Variance	461794.93
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	22	13.8%
1	11	6.9%
3	8	5.0%
4	7	4.4%
2	7	4.4%
14	5	3.1%
5	5	3.1%
10	5	3.1%
29	5	3.1%
21	4	2.5%
Other values (65)	81	50.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	22	13.8%
1	11	6.9%
2	7	4.4%
3	8	5.0%
4	7	4.4%
5	5	3.1%
6	3	1.9%
8	3	1.9%
9	2	1.2%
10	5	3.1%

Value	Count	Frequency (%)
5726	1	0.6%
3442	1	0.6%
3282	1	0.6%
3146	1	0.6%
2093	1	0.6%
2023	1	0.6%
1345	1	0.6%
1188	1	0.6%
649	1	0.6%
549	1	0.6%

동종재범_3년이내
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	78
Distinct (%)	48.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	188.28125

Minimum	0
Maximum	6765
Zeros	19
Zeros (%)	11.9%
Negative	0
Negative (%)	0.0%
Memory size	1.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	3
median	11
Q3	69.25
95-th percentile	647.95
Maximum	6765
Range	6765
Interquartile range (IQR)	66.25

Descriptive statistics

Standard deviation	720.96462
Coefficient of variation (CV)	3.8291897
Kurtosis	49.743885
Mean	188.28125
Median Absolute Deviation (MAD)	11
Skewness	6.5259748
Sum	30125
Variance	519789.98
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	19	11.9%
1	13	8.1%
5	11	6.9%
4	7	4.4%
2	7	4.4%
3	6	3.8%
11	5	3.1%
8	4	2.5%
9	3	1.9%
15	3	1.9%
Other values (68)	82	51.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	19	11.9%
1	13	8.1%
2	7	4.4%
3	6	3.8%
4	7	4.4%
5	11	6.9%
6	3	1.9%
7	3	1.9%
8	4	2.5%
9	3	1.9%

Value	Count	Frequency (%)
6765	1	0.6%
3926	1	0.6%
3092	1	0.6%
2583	1	0.6%
1915	1	0.6%
1421	1	0.6%
1390	1	0.6%
1141	1	0.6%
622	1	0.6%
492	1	0.6%

동종재범_3년초과
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	90
Distinct (%)	56.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	558.225

Minimum	0
Maximum	37257
Zeros	11
Zeros (%)	6.9%
Negative	0
Negative (%)	0.0%
Memory size	1.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	5
median	26
Q3	113
95-th percentile	2265.95
Maximum	37257
Range	37257
Interquartile range (IQR)	108

Descriptive statistics

Standard deviation	3126.4613
Coefficient of variation (CV)	5.6007189
Kurtosis	121.35447
Mean	558.225
Median Absolute Deviation (MAD)	24
Skewness	10.500974
Sum	89316
Variance	9774760.4
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	11	6.9%
2	11	6.9%
5	8	5.0%
6	6	3.8%
9	5	3.1%
1	5	3.1%
11	4	2.5%
4	4	2.5%
36	3	1.9%
8	3	1.9%
Other values (80)	100	62.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	11	6.9%
1	5	3.1%
2	11	6.9%
3	3	1.9%
4	4	2.5%
5	8	5.0%
6	6	3.8%
7	2	1.2%
8	3	1.9%
9	5	3.1%

Value	Count	Frequency (%)
37257	1	0.6%
8336	1	0.6%
6197	1	0.6%
5729	1	0.6%
5297	1	0.6%
4281	1	0.6%
3095	1	0.6%
2968	1	0.6%
2229	1	0.6%
745	1	0.6%

이종재범_1개월이내
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	60
Distinct (%)	37.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	56.2

Minimum	0
Maximum	1306
Zeros	34
Zeros (%)	21.2%
Negative	0
Negative (%)	0.0%
Memory size	1.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	5
Q3	26
95-th percentile	260.55
Maximum	1306
Range	1306
Interquartile range (IQR)	25

Descriptive statistics

Standard deviation	171.78873
Coefficient of variation (CV)	3.056739
Kurtosis	32.167179
Mean	56.2
Median Absolute Deviation (MAD)	5
Skewness	5.3448521
Sum	8992
Variance	29511.369
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	34	21.2%
1	18	11.2%
2	13	8.1%
3	12	7.5%
14	5	3.1%
8	4	2.5%
5	4	2.5%
6	4	2.5%
22	4	2.5%
11	4	2.5%
Other values (50)	58	36.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	34	21.2%
1	18	11.2%
2	13	8.1%
3	12	7.5%
4	1	0.6%
5	4	2.5%
6	4	2.5%
7	2	1.2%
8	4	2.5%
9	1	0.6%

Value	Count	Frequency (%)
1306	1	0.6%
1196	1	0.6%
882	1	0.6%
502	1	0.6%
482	1	0.6%
422	1	0.6%
329	1	0.6%
290	1	0.6%
259	1	0.6%
245	1	0.6%

이종재범_3개월이내
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	71
Distinct (%)	44.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	109.95

Minimum	0
Maximum	2037
Zeros	17
Zeros (%)	10.6%
Negative	0
Negative (%)	0.0%
Memory size	1.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2
median	8.5
Q3	47.25
95-th percentile	498.95
Maximum	2037
Range	2037
Interquartile range (IQR)	45.25

Descriptive statistics

Standard deviation	328.21758
Coefficient of variation (CV)	2.985153
Kurtosis	21.464166
Mean	109.95
Median Absolute Deviation (MAD)	8.5
Skewness	4.5506894
Sum	17592
Variance	107726.78
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	19	11.9%
0	17	10.6%
2	14	8.8%
3	9	5.6%
6	7	4.4%
7	5	3.1%
10	5	3.1%
8	4	2.5%
17	3	1.9%
5	3	1.9%
Other values (61)	74	46.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	17	10.6%
1	19	11.9%
2	14	8.8%
3	9	5.6%
4	2	1.2%
5	3	1.9%
6	7	4.4%
7	5	3.1%
8	4	2.5%
9	1	0.6%

Value	Count	Frequency (%)
2037	1	0.6%
1928	1	0.6%
1878	1	0.6%
1722	1	0.6%
1135	1	0.6%
1118	1	0.6%
669	1	0.6%
536	1	0.6%
497	1	0.6%
453	1	0.6%

이종재범_6개월이내
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	80
Distinct (%)	50.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	143.20625

Minimum	0
Maximum	2718
Zeros	15
Zeros (%)	9.4%
Negative	0
Negative (%)	0.0%
Memory size	1.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	3
median	12
Q3	65.5
95-th percentile	712.15
Maximum	2718
Range	2718
Interquartile range (IQR)	62.5

Descriptive statistics

Standard deviation	415.02964
Coefficient of variation (CV)	2.8981252
Kurtosis	20.074683
Mean	143.20625
Median Absolute Deviation (MAD)	11
Skewness	4.3887702
Sum	22913
Variance	172249.6
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	15	9.4%
1	12	7.5%
2	12	7.5%
7	8	5.0%
5	6	3.8%
4	5	3.1%
3	4	2.5%
11	4	2.5%
12	4	2.5%
9	4	2.5%
Other values (70)	86	53.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	15	9.4%
1	12	7.5%
2	12	7.5%
3	4	2.5%
4	5	3.1%
5	6	3.8%
6	2	1.2%
7	8	5.0%
8	3	1.9%
9	4	2.5%

Value	Count	Frequency (%)
2718	1	0.6%
2274	1	0.6%
2167	1	0.6%
2039	1	0.6%
1806	1	0.6%
1395	1	0.6%
868	1	0.6%
810	1	0.6%
707	1	0.6%
639	1	0.6%

이종재범_1년이내
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	117
Distinct (%)	73.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	526.8

Minimum	0
Maximum	10210
Zeros	4
Zeros (%)	2.5%
Negative	0
Negative (%)	0.0%
Memory size	1.5 KiB

Quantile statistics

Minimum	0
5-th percentile	2
Q1	16
median	59
Q3	228
95-th percentile	2827.95
Maximum	10210
Range	10210
Interquartile range (IQR)	212

Descriptive statistics

Standard deviation	1456.8135
Coefficient of variation (CV)	2.7654014
Kurtosis	22.772984
Mean	526.8
Median Absolute Deviation (MAD)	54
Skewness	4.5395724
Sum	84288
Variance	2122305.5
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2	6	3.8%
11	4	2.5%
4	4	2.5%
5	4	2.5%
0	4	2.5%
1	3	1.9%
31	3	1.9%
27	3	1.9%
10	3	1.9%
40	3	1.9%
Other values (107)	123	76.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	4	2.5%
1	3	1.9%
2	6	3.8%
3	2	1.2%
4	4	2.5%
5	4	2.5%
6	1	0.6%
8	1	0.6%
9	2	1.2%
10	3	1.9%

Value	Count	Frequency (%)
10210	1	0.6%
9163	1	0.6%
6533	1	0.6%
6056	1	0.6%
5688	1	0.6%
4983	1	0.6%
2989	1	0.6%
2922	1	0.6%
2823	1	0.6%
2038	1	0.6%

이종재범_2년이내
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	106
Distinct (%)	66.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	368.15

Minimum	0
Maximum	7137
Zeros	7
Zeros (%)	4.4%
Negative	0
Negative (%)	0.0%
Memory size	1.5 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	12.75
median	40
Q3	155.75
95-th percentile	2049
Maximum	7137
Range	7137
Interquartile range (IQR)	143

Descriptive statistics

Standard deviation	1017.9884
Coefficient of variation (CV)	2.7651457
Kurtosis	22.388278
Mean	368.15
Median Absolute Deviation (MAD)	36
Skewness	4.4960953
Sum	58904
Variance	1036300.4
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	7	4.4%
6	4	2.5%
15	4	2.5%
18	4	2.5%
25	4	2.5%
2	4	2.5%
3	4	2.5%
5	4	2.5%
38	3	1.9%
8	3	1.9%
Other values (96)	119	74.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	7	4.4%
1	2	1.2%
2	4	2.5%
3	4	2.5%
4	2	1.2%
5	4	2.5%
6	4	2.5%
7	3	1.9%
8	3	1.9%
9	1	0.6%

Value	Count	Frequency (%)
7137	1	0.6%
6118	1	0.6%
5380	1	0.6%
3884	1	0.6%
3573	1	0.6%
2956	1	0.6%
2759	1	0.6%
2182	1	0.6%
2042	1	0.6%
1578	1	0.6%

이종재범_3년이내
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	104
Distinct (%)	65.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	391.94375

Minimum	0
Maximum	7385
Zeros	6
Zeros (%)	3.8%
Negative	0
Negative (%)	0.0%
Memory size	1.5 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	12
median	46.5
Q3	191
95-th percentile	1997.5
Maximum	7385
Range	7385
Interquartile range (IQR)	179

Descriptive statistics

Standard deviation	1074.9221
Coefficient of variation (CV)	2.7425416
Kurtosis	23.669529
Mean	391.94375
Median Absolute Deviation (MAD)	42
Skewness	4.6236224
Sum	62711
Variance	1155457.4
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	6	3.8%
1	6	3.8%
3	5	3.1%
4	5	3.1%
9	5	3.1%
5	4	2.5%
7	3	1.9%
35	3	1.9%
20	3	1.9%
10	3	1.9%
Other values (94)	117	73.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	6	3.8%
1	6	3.8%
3	5	3.1%
4	5	3.1%
5	4	2.5%
6	1	0.6%
7	3	1.9%
8	1	0.6%
9	5	3.1%
10	3	1.9%

Value	Count	Frequency (%)
7385	1	0.6%
6505	1	0.6%
6453	1	0.6%
3822	1	0.6%
3546	1	0.6%
3065	1	0.6%
2239	1	0.6%
2178	1	0.6%
1988	1	0.6%
1752	1	0.6%

이종재범_3년초과
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	150
Distinct (%)	93.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1861.5187

Minimum	0
Maximum	35830
Zeros	2
Zeros (%)	1.2%
Negative	0
Negative (%)	0.0%
Memory size	1.5 KiB

Quantile statistics

Minimum	0
5-th percentile	10.9
Q1	64.5
median	262
Q3	917
95-th percentile	7749.7
Maximum	35830
Range	35830
Interquartile range (IQR)	852.5

Descriptive statistics

Standard deviation	5065.0927
Coefficient of variation (CV)	2.7209464
Kurtosis	23.912846
Mean	1861.5187
Median Absolute Deviation (MAD)	224
Skewness	4.6418486
Sum	297843
Variance	25655164
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
12	2	1.2%
302	2	1.2%
31	2	1.2%
1	2	1.2%
42	2	1.2%
61	2	1.2%
0	2	1.2%
45	2	1.2%
63	2	1.2%
917	2	1.2%
Other values (140)	140	87.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2	1.2%
1	2	1.2%
2	1	0.6%
3	1	0.6%
6	1	0.6%
9	1	0.6%
11	1	0.6%
12	2	1.2%
13	1	0.6%
18	1	0.6%

Value	Count	Frequency (%)
35830	1	0.6%
32462	1	0.6%
23380	1	0.6%
22508	1	0.6%
16801	1	0.6%
16581	1	0.6%
11618	1	0.6%
9587	1	0.6%
7653	1	0.6%
6829	1	0.6%

Phik (φk)
Auto

Heatmap
Table

	동종재범_1개월이내	동종재범_3개월이내	동종재범_6개월이내	동종재범_1년이내	동종재범_2년이내	동종재범_3년이내	동종재범_3년초과	이종재범_1개월이내	이종재범_3개월이내	이종재범_6개월이내	이종재범_1년이내	이종재범_2년이내	이종재범_3년이내	이종재범_3년초과
동종재범_1개월이내	1.000	1.000	0.934	1.000	0.908	0.968	0.824	0.911	0.808	0.954	0.941	0.954	0.881	0.789
동종재범_3개월이내	1.000	1.000	0.995	0.997	0.989	0.992	0.896	0.909	0.980	0.949	0.943	0.961	0.900	0.944
동종재범_6개월이내	0.934	0.995	1.000	0.998	0.985	0.990	0.908	0.850	0.956	0.951	0.948	0.943	0.899	0.947
동종재범_1년이내	1.000	0.997	0.998	1.000	0.985	0.990	0.908	0.902	0.953	0.951	0.948	0.943	0.913	0.947
동종재범_2년이내	0.908	0.989	0.985	0.985	1.000	0.990	0.955	0.916	0.960	0.928	0.934	0.939	0.903	0.945
동종재범_3년이내	0.968	0.992	0.990	0.990	0.990	1.000	0.964	0.890	0.930	0.931	0.942	0.945	0.926	0.971
동종재범_3년초과	0.824	0.896	0.908	0.908	0.955	0.964	1.000	0.925	0.769	0.960	0.998	0.977	0.993	0.871
이종재범_1개월이내	0.911	0.909	0.850	0.902	0.916	0.890	0.925	1.000	0.894	0.973	0.937	0.987	0.888	0.825
이종재범_3개월이내	0.808	0.980	0.956	0.953	0.960	0.930	0.769	0.894	1.000	0.962	0.909	0.933	0.880	0.941
이종재범_6개월이내	0.954	0.949	0.951	0.951	0.928	0.931	0.960	0.973	0.962	1.000	0.983	0.993	0.944	0.903
이종재범_1년이내	0.941	0.943	0.948	0.948	0.934	0.942	0.998	0.937	0.909	0.983	1.000	0.973	0.988	0.910
이종재범_2년이내	0.954	0.961	0.943	0.943	0.939	0.945	0.977	0.987	0.933	0.993	0.973	1.000	0.943	0.936
이종재범_3년이내	0.881	0.900	0.899	0.913	0.903	0.926	0.993	0.888	0.880	0.944	0.988	0.943	1.000	0.924
이종재범_3년초과	0.789	0.944	0.947	0.947	0.945	0.971	0.871	0.825	0.941	0.903	0.910	0.936	0.924	1.000

Heatmap
Table

	동종재범_1개월이내	동종재범_3개월이내	동종재범_6개월이내	동종재범_1년이내	동종재범_2년이내	동종재범_3년이내	동종재범_3년초과	이종재범_1개월이내	이종재범_3개월이내	이종재범_6개월이내	이종재범_1년이내	이종재범_2년이내	이종재범_3년이내	이종재범_3년초과
동종재범_1개월이내	1.000	0.904	0.890	0.895	0.865	0.874	0.847	0.818	0.848	0.854	0.843	0.846	0.843	0.796
동종재범_3개월이내	0.904	1.000	0.937	0.939	0.923	0.914	0.876	0.823	0.874	0.875	0.873	0.876	0.872	0.828
동종재범_6개월이내	0.890	0.937	1.000	0.935	0.920	0.913	0.901	0.820	0.883	0.878	0.876	0.879	0.878	0.827
동종재범_1년이내	0.895	0.939	0.935	1.000	0.961	0.963	0.928	0.844	0.873	0.888	0.906	0.905	0.905	0.873
동종재범_2년이내	0.865	0.923	0.920	0.961	1.000	0.957	0.936	0.846	0.870	0.880	0.892	0.891	0.893	0.876
동종재범_3년이내	0.874	0.914	0.913	0.963	0.957	1.000	0.953	0.832	0.861	0.876	0.895	0.896	0.900	0.870
동종재범_3년초과	0.847	0.876	0.901	0.928	0.936	0.953	1.000	0.837	0.855	0.869	0.883	0.897	0.904	0.901
이종재범_1개월이내	0.818	0.823	0.820	0.844	0.846	0.832	0.837	1.000	0.933	0.927	0.932	0.914	0.915	0.890
이종재범_3개월이내	0.848	0.874	0.883	0.873	0.870	0.861	0.855	0.933	1.000	0.955	0.963	0.949	0.945	0.904
이종재범_6개월이내	0.854	0.875	0.878	0.888	0.880	0.876	0.869	0.927	0.955	1.000	0.966	0.964	0.954	0.916
이종재범_1년이내	0.843	0.873	0.876	0.906	0.892	0.895	0.883	0.932	0.963	0.966	1.000	0.981	0.984	0.950
이종재범_2년이내	0.846	0.876	0.879	0.905	0.891	0.896	0.897	0.914	0.949	0.964	0.981	1.000	0.982	0.960
이종재범_3년이내	0.843	0.872	0.878	0.905	0.893	0.900	0.904	0.915	0.945	0.954	0.984	0.982	1.000	0.973
이종재범_3년초과	0.796	0.828	0.827	0.873	0.876	0.870	0.901	0.890	0.904	0.916	0.950	0.960	0.973	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	동종재범_1개월이내	동종재범_3개월이내	동종재범_6개월이내	동종재범_1년이내	동종재범_2년이내	동종재범_3년이내	동종재범_3년초과	이종재범_1개월이내	이종재범_3개월이내	이종재범_6개월이내	이종재범_1년이내	이종재범_2년이내	이종재범_3년이내	이종재범_3년초과
0	절도	2526	2881	2623	6624	3146	2583	4281	1306	1878	2039	5688	3573	3546	16801
1	장물	22	40	33	98	57	55	109	38	62	75	202	123	180	639
2	사기	2863	3316	3161	10777	3282	3926	5729	1196	1928	2274	10210	5380	6453	23380
3	횡령	79	136	145	524	200	235	450	203	308	387	1780	1021	1245	5916
4	배임	3	8	7	46	14	27	36	12	27	43	249	144	203	1206
5	손괴	166	265	259	758	454	424	735	329	669	868	2989	2182	2178	9587
6	살인	3	2	7	13	5	8	22	7	13	24	86	58	49	220
7	강도	25	37	24	66	28	26	54	32	51	86	168	112	99	222
8	방화	3	8	8	16	12	11	23	29	41	42	116	97	88	342
9	성폭력	66	100	111	380	304	259	568	259	424	591	2038	1422	1482	6829

	범죄분류	동종재범_1개월이내	동종재범_3개월이내	동종재범_6개월이내	동종재범_1년이내	동종재범_2년이내	동종재범_3년이내	동종재범_3년초과	이종재범_1개월이내	이종재범_3개월이내	이종재범_6개월이내	이종재범_1년이내	이종재범_2년이내	이종재범_3년이내	이종재범_3년초과
150	특허법	0	0	0	0	0	0	0	0	1	1	3	5	4	29
151	폐기물관리법	8	17	22	78	24	29	41	11	20	26	107	80	84	443
152	풍속영업의 규제에 관한법률	3	6	9	29	17	8	21	1	2	2	11	6	17	63
153	하천법	2	3	1	8	4	3	2	2	3	5	20	15	19	86
154	학교보건법	1	2	6	15	3	3	0	0	1	0	4	5	4	9
155	학원의설립운영및과외교습에관한법률	0	1	1	2	2	0	7	1	0	1	4	7	5	60
156	화물자동차운수사업법	8	21	23	75	54	55	75	8	23	19	90	116	139	1049
157	화재예방·소방시설설치유지 및 안전관리에 관한법률	0	0	0	0	1	0	0	0	0	0	0	0	0	1
158	화학물질관리법	16	16	17	50	29	21	22	14	19	18	50	15	18	36
159	기타 특별법	165	358	486	1814	1188	1141	3095	237	497	707	2823	2042	2239	11618

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Other Punctuation

Space Separator

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

Compat Jamo

Interactions

Correlations

Missing values

Sample