gimi9 Pandas Profiling

Dataset statistics

Number of variables	16
Number of observations	120
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	16.8 KiB
Average record size in memory	143.1 B

Variable types

Numeric	14
Categorical	2

Dataset

Description	경기북부경찰청 관할 지역에서 발생한 5대범죄(살인, 강도, 성범죄, 절도, 폭력)에 대하여 발생건수, 검거건수, 검거인원을 경찰서별 구분하여 연도별로 데이터를 제공합니다.
Author	경찰청 경기도북부경찰청
URL	https://www.data.go.kr/data/15086083/fileData.do

Alerts

`연도` is highly overall correlated with `남양주북부서`	High correlation
`의정부서` is highly overall correlated with `고양서` and 11 other fields	High correlation
`고양서` is highly overall correlated with `의정부서` and 11 other fields	High correlation
`일산동부서` is highly overall correlated with `의정부서` and 11 other fields	High correlation
`일산서부서` is highly overall correlated with `의정부서` and 11 other fields	High correlation
`남양주남부서` is highly overall correlated with `의정부서` and 11 other fields	High correlation
`남양주북부서` is highly overall correlated with `연도`	High correlation
`파주서` is highly overall correlated with `의정부서` and 11 other fields	High correlation
`양주서` is highly overall correlated with `의정부서` and 11 other fields	High correlation
`동두천서` is highly overall correlated with `의정부서` and 11 other fields	High correlation
`구리서` is highly overall correlated with `의정부서` and 11 other fields	High correlation
`포천서` is highly overall correlated with `의정부서` and 11 other fields	High correlation
`가평서` is highly overall correlated with `의정부서` and 11 other fields	High correlation
`연천서` is highly overall correlated with `의정부서` and 11 other fields	High correlation
`범죄유형` is highly overall correlated with `의정부서` and 11 other fields	High correlation
`고양서` has 3 (2.5%) zeros	Zeros
`일산동부서` has 3 (2.5%) zeros	Zeros
`일산서부서` has 9 (7.5%) zeros	Zeros
`남양주북부서` has 77 (64.2%) zeros	Zeros
`양주서` has 3 (2.5%) zeros	Zeros
`동두천서` has 17 (14.2%) zeros	Zeros
`구리서` has 8 (6.7%) zeros	Zeros
`가평서` has 19 (15.8%) zeros	Zeros
`연천서` has 23 (19.2%) zeros	Zeros

Reproduction

Analysis started	2024-03-14 17:28:17.954200
Analysis finished	2024-03-14 17:29:09.093020
Duration	51.14 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

연도
Real number (ℝ)

HIGH CORRELATION

Distinct	8
Distinct (%)	6.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2019.5

Minimum	2016
Maximum	2023
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.2 KiB

Quantile statistics

Minimum	2016
5-th percentile	2016
Q1	2017.75
median	2019.5
Q3	2021.25
95-th percentile	2023
Maximum	2023
Range	7
Interquartile range (IQR)	3.5

Descriptive statistics

Standard deviation	2.300895
Coefficient of variation (CV)	0.0011393389
Kurtosis	-1.2395577
Mean	2019.5
Median Absolute Deviation (MAD)	2
Skewness	0
Sum	242340
Variance	5.2941176
Monotonicity	Decreasing

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
2023	15	12.5%
2022	15	12.5%
2021	15	12.5%
2020	15	12.5%
2019	15	12.5%
2018	15	12.5%
2017	15	12.5%
2016	15	12.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2016	15	12.5%
2017	15	12.5%
2018	15	12.5%
2019	15	12.5%
2020	15	12.5%
2021	15	12.5%
2022	15	12.5%
2023	15	12.5%

Value	Count	Frequency (%)
2023	15	12.5%
2022	15	12.5%
2021	15	12.5%
2020	15	12.5%
2019	15	12.5%
2018	15	12.5%
2017	15	12.5%
2016	15	12.5%

범죄유형
Categorical

HIGH CORRELATION

Distinct	5
Distinct (%)	4.2%
Missing	0
Missing (%)	0.0%
Memory size	1.1 KiB

살인	24
강도	24
성범죄	24
절도	24
폭력	24

Length

Max length	3
Median length	2
Mean length	2.2
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	살인
2nd row	살인
3rd row	살인
4th row	강도
5th row	강도

Common Values

Value	Count	Frequency (%)
살인	24	20.0%
강도	24	20.0%
성범죄	24	20.0%
절도	24	20.0%
폭력	24	20.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
살인	24	20.0%
강도	24	20.0%
성범죄	24	20.0%
절도	24	20.0%
폭력	24	20.0%

구분
Categorical

Distinct	3
Distinct (%)	2.5%
Missing	0
Missing (%)	0.0%
Memory size	1.1 KiB

발생건수	40
검거건수	40
검거인원	40

Length

Max length	4
Median length	4
Mean length	4
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	발생건수
2nd row	검거건수
3rd row	검거인원
4th row	발생건수
5th row	검거건수

Common Values

Value	Count	Frequency (%)
발생건수	40	33.3%
검거건수	40	33.3%
검거인원	40	33.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
발생건수	40	33.3%
검거건수	40	33.3%
검거인원	40	33.3%

의정부서
Real number (ℝ)

HIGH CORRELATION

Distinct	86
Distinct (%)	71.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	896.04167

Minimum	2
Maximum	4618
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.2 KiB

Quantile statistics

Minimum	2
5-th percentile	3
Q1	10
median	199.5
Q3	1312
95-th percentile	3332.15
Maximum	4618
Range	4616
Interquartile range (IQR)	1302

Descriptive statistics

Standard deviation	1225.6966
Coefficient of variation (CV)	1.3679014
Kurtosis	0.66572843
Mean	896.04167
Median Absolute Deviation (MAD)	195.5
Skewness	1.3411528
Sum	107525
Variance	1502332.2
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3	7	5.8%
6	6	5.0%
2	4	3.3%
4	4	3.3%
7	4	3.3%
10	4	3.3%
11	3	2.5%
16	3	2.5%
221	3	2.5%
5	3	2.5%
Other values (76)	79	65.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2	4	3.3%
3	7	5.8%
4	4	3.3%
5	3	2.5%
6	6	5.0%
7	4	3.3%
9	1	0.8%
10	4	3.3%
11	3	2.5%
12	2	1.7%

Value	Count	Frequency (%)
4618	1	0.8%
4205	1	0.8%
4128	1	0.8%
4014	1	0.8%
3983	1	0.8%
3468	1	0.8%
3325	1	0.8%
3312	1	0.8%
3295	1	0.8%
3094	1	0.8%

고양서
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	78
Distinct (%)	65.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	616.51667

Minimum	0
Maximum	2778
Zeros	3
Zeros (%)	2.5%
Negative	0
Negative (%)	0.0%
Memory size	1.2 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	5
median	114
Q3	1038.75
95-th percentile	2280.45
Maximum	2778
Range	2778
Interquartile range (IQR)	1033.75

Descriptive statistics

Standard deviation	822.85732
Coefficient of variation (CV)	1.3346879
Kurtosis	-0.0018724854
Mean	616.51667
Median Absolute Deviation (MAD)	111
Skewness	1.1564089
Sum	73982
Variance	677094.17
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4	8	6.7%
5	8	6.7%
1	6	5.0%
3	5	4.2%
8	5	4.2%
6	5	4.2%
7	5	4.2%
0	3	2.5%
114	2	1.7%
118	2	1.7%
Other values (68)	71	59.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3	2.5%
1	6	5.0%
2	2	1.7%
3	5	4.2%
4	8	6.7%
5	8	6.7%
6	5	4.2%
7	5	4.2%
8	5	4.2%
11	1	0.8%

Value	Count	Frequency (%)
2778	1	0.8%
2698	1	0.8%
2652	1	0.8%
2536	1	0.8%
2501	1	0.8%
2346	1	0.8%
2277	1	0.8%
2186	1	0.8%
2153	1	0.8%
2144	1	0.8%

일산동부서
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	81
Distinct (%)	67.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	512.55

Minimum	0
Maximum	3359
Zeros	3
Zeros (%)	2.5%
Negative	0
Negative (%)	0.0%
Memory size	1.2 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	5
median	138
Q3	819
95-th percentile	1832.8
Maximum	3359
Range	3359
Interquartile range (IQR)	814

Descriptive statistics

Standard deviation	705.2188
Coefficient of variation (CV)	1.3759025
Kurtosis	2.2349018
Mean	512.55
Median Absolute Deviation (MAD)	136
Skewness	1.6027354
Sum	61506
Variance	497333.56
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
6	8	6.7%
5	7	5.8%
4	6	5.0%
1	6	5.0%
2	5	4.2%
3	5	4.2%
138	3	2.5%
0	3	2.5%
7	2	1.7%
8	2	1.7%
Other values (71)	73	60.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3	2.5%
1	6	5.0%
2	5	4.2%
3	5	4.2%
4	6	5.0%
5	7	5.8%
6	8	6.7%
7	2	1.7%
8	2	1.7%
9	2	1.7%

Value	Count	Frequency (%)
3359	1	0.8%
2564	1	0.8%
2475	1	0.8%
2307	1	0.8%
2284	1	0.8%
2152	1	0.8%
1816	1	0.8%
1772	1	0.8%
1739	1	0.8%
1653	1	0.8%

일산서부서
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	70
Distinct (%)	58.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	249.675

Minimum	0
Maximum	1395
Zeros	9
Zeros (%)	7.5%
Negative	0
Negative (%)	0.0%
Memory size	1.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2
median	50.5
Q3	394.75
95-th percentile	1020.85
Maximum	1395
Range	1395
Interquartile range (IQR)	392.75

Descriptive statistics

Standard deviation	367.48494
Coefficient of variation (CV)	1.4718532
Kurtosis	0.65561335
Mean	249.675
Median Absolute Deviation (MAD)	49.5
Skewness	1.3874601
Sum	29961
Variance	135045.18
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	16	13.3%
4	9	7.5%
0	9	7.5%
2	8	6.7%
3	7	5.8%
57	2	1.7%
8	2	1.7%
49	2	1.7%
51	2	1.7%
59	2	1.7%
Other values (60)	61	50.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	9	7.5%
1	16	13.3%
2	8	6.7%
3	7	5.8%
4	9	7.5%
5	1	0.8%
8	2	1.7%
9	1	0.8%
22	1	0.8%
27	1	0.8%

Value	Count	Frequency (%)
1395	1	0.8%
1219	1	0.8%
1209	1	0.8%
1103	1	0.8%
1078	1	0.8%
1075	1	0.8%
1018	1	0.8%
956	1	0.8%
947	1	0.8%
937	1	0.8%

남양주남부서
Real number (ℝ)

HIGH CORRELATION

Distinct	84
Distinct (%)	70.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	692.775

Minimum	2
Maximum	4392
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.2 KiB

Quantile statistics

Minimum	2
5-th percentile	3
Q1	8
median	176.5
Q3	1073
95-th percentile	3012.15
Maximum	4392
Range	4390
Interquartile range (IQR)	1065

Descriptive statistics

Standard deviation	1023.6968
Coefficient of variation (CV)	1.4776757
Kurtosis	2.4547714
Mean	692.775
Median Absolute Deviation (MAD)	172
Skewness	1.7644343
Sum	83133
Variance	1047955.2
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
7	7	5.8%
3	5	4.2%
5	5	4.2%
8	5	4.2%
4	4	3.3%
6	4	3.3%
9	3	2.5%
2	3	2.5%
10	3	2.5%
14	3	2.5%
Other values (74)	78	65.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2	3	2.5%
3	5	4.2%
4	4	3.3%
5	5	4.2%
6	4	3.3%
7	7	5.8%
8	5	4.2%
9	3	2.5%
10	3	2.5%
11	2	1.7%

Value	Count	Frequency (%)
4392	1	0.8%
3989	1	0.8%
3804	1	0.8%
3401	1	0.8%
3282	1	0.8%
3015	1	0.8%
3012	1	0.8%
2997	1	0.8%
2983	1	0.8%
2691	1	0.8%

남양주북부서
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	31
Distinct (%)	25.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	120.64167

Minimum	0
Maximum	1269
Zeros	77
Zeros (%)	64.2%
Negative	0
Negative (%)	0.0%
Memory size	1.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	4
95-th percentile	950
Maximum	1269
Range	1269
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	298.80327
Coefficient of variation (CV)	2.4767833
Kurtosis	5.4953254
Mean	120.64167
Median Absolute Deviation (MAD)	0
Skewness	2.5708359
Sum	14477
Variance	89283.392
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=31)

Value	Count	Frequency (%)
0	77	64.2%
4	6	5.0%
1	5	4.2%
3	3	2.5%
2	2	1.7%
950	2	1.7%
1128	1	0.8%
845	1	0.8%
345	1	0.8%
339	1	0.8%
Other values (21)	21	17.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	77	64.2%
1	5	4.2%
2	2	1.7%
3	3	2.5%
4	6	5.0%
53	1	0.8%
56	1	0.8%
57	1	0.8%
60	1	0.8%
64	1	0.8%

Value	Count	Frequency (%)
1269	1	0.8%
1184	1	0.8%
1128	1	0.8%
1107	1	0.8%
1071	1	0.8%
950	2	1.7%
907	1	0.8%
845	1	0.8%
700	1	0.8%
664	1	0.8%

파주서
Real number (ℝ)

HIGH CORRELATION

Distinct	80
Distinct (%)	66.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	607.55

Minimum	2
Maximum	2577
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.2 KiB

Quantile statistics

Minimum	2
5-th percentile	2
Q1	6
median	136
Q3	995.75
95-th percentile	2302.3
Maximum	2577
Range	2575
Interquartile range (IQR)	989.75

Descriptive statistics

Standard deviation	806.69691
Coefficient of variation (CV)	1.3277869
Kurtosis	-0.11884342
Mean	607.55
Median Absolute Deviation (MAD)	133
Skewness	1.1439344
Sum	72906
Variance	650759.9
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4	8	6.7%
2	7	5.8%
3	7	5.8%
6	6	5.0%
5	5	4.2%
12	4	3.3%
8	4	3.3%
9	4	3.3%
93	2	1.7%
167	2	1.7%
Other values (70)	71	59.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2	7	5.8%
3	7	5.8%
4	8	6.7%
5	5	4.2%
6	6	5.0%
7	2	1.7%
8	4	3.3%
9	4	3.3%
11	1	0.8%
12	4	3.3%

Value	Count	Frequency (%)
2577	1	0.8%
2540	1	0.8%
2513	1	0.8%
2499	1	0.8%
2350	1	0.8%
2327	1	0.8%
2301	1	0.8%
2236	1	0.8%
2217	1	0.8%
2098	1	0.8%

양주서
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	73
Distinct (%)	60.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	332.15833

Minimum	0
Maximum	1795
Zeros	3
Zeros (%)	2.5%
Negative	0
Negative (%)	0.0%
Memory size	1.2 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	3
median	64
Q3	477.5
95-th percentile	1322.25
Maximum	1795
Range	1795
Interquartile range (IQR)	474.5

Descriptive statistics

Standard deviation	475.81112
Coefficient of variation (CV)	1.4324829
Kurtosis	1.2251848
Mean	332.15833
Median Absolute Deviation (MAD)	62
Skewness	1.4950169
Sum	39859
Variance	226396.22
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2	19	15.8%
1	7	5.8%
4	6	5.0%
3	5	4.2%
5	5	4.2%
0	3	2.5%
57	3	2.5%
69	2	1.7%
6	2	1.7%
66	2	1.7%
Other values (63)	66	55.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3	2.5%
1	7	5.8%
2	19	15.8%
3	5	4.2%
4	6	5.0%
5	5	4.2%
6	2	1.7%
7	1	0.8%
48	1	0.8%
52	1	0.8%

Value	Count	Frequency (%)
1795	1	0.8%
1751	1	0.8%
1727	1	0.8%
1619	1	0.8%
1553	1	0.8%
1327	1	0.8%
1322	1	0.8%
1254	1	0.8%
1230	1	0.8%
1194	1	0.8%

동두천서
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	70
Distinct (%)	58.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	184.73333

Minimum	0
Maximum	926
Zeros	17
Zeros (%)	14.2%
Negative	0
Negative (%)	0.0%
Memory size	1.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	51
Q3	290
95-th percentile	723.3
Maximum	926
Range	926
Interquartile range (IQR)	289

Descriptive statistics

Standard deviation	251.13366
Coefficient of variation (CV)	1.3594388
Kurtosis	0.4661331
Mean	184.73333
Median Absolute Deviation (MAD)	51
Skewness	1.3077446
Sum	22168
Variance	63068.113
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	17	14.2%
0	17	14.2%
2	6	5.0%
40	4	3.3%
51	3	2.5%
3	3	2.5%
203	2	1.7%
52	2	1.7%
59	2	1.7%
46	2	1.7%
Other values (60)	62	51.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	17	14.2%
1	17	14.2%
2	6	5.0%
3	3	2.5%
4	2	1.7%
5	1	0.8%
7	1	0.8%
14	1	0.8%
37	1	0.8%
40	4	3.3%

Value	Count	Frequency (%)
926	1	0.8%
872	1	0.8%
835	1	0.8%
760	1	0.8%
750	1	0.8%
729	1	0.8%
723	1	0.8%
692	1	0.8%
673	1	0.8%
641	1	0.8%

구리서
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	80
Distinct (%)	66.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	367.15833

Minimum	0
Maximum	2032
Zeros	8
Zeros (%)	6.7%
Negative	0
Negative (%)	0.0%
Memory size	1.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2
median	87
Q3	603
95-th percentile	1543.25
Maximum	2032
Range	2032
Interquartile range (IQR)	601

Descriptive statistics

Standard deviation	518.221
Coefficient of variation (CV)	1.4114374
Kurtosis	1.7534285
Mean	367.15833
Median Absolute Deviation (MAD)	86
Skewness	1.5774528
Sum	44059
Variance	268553.01
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	13	10.8%
2	13	10.8%
4	8	6.7%
0	8	6.7%
46	2	1.7%
6	2	1.7%
101	1	0.8%
1945	1	0.8%
1319	1	0.8%
1548	1	0.8%
Other values (70)	70	58.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	8	6.7%
1	13	10.8%
2	13	10.8%
4	8	6.7%
5	1	0.8%
6	2	1.7%
7	1	0.8%
13	1	0.8%
15	1	0.8%
46	2	1.7%

Value	Count	Frequency (%)
2032	1	0.8%
1957	1	0.8%
1945	1	0.8%
1922	1	0.8%
1577	1	0.8%
1548	1	0.8%
1543	1	0.8%
1436	1	0.8%
1367	1	0.8%
1363	1	0.8%

포천서
Real number (ℝ)

HIGH CORRELATION

Distinct	75
Distinct (%)	62.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	277.78333

Minimum	0
Maximum	1480
Zeros	1
Zeros (%)	0.8%
Negative	0
Negative (%)	0.0%
Memory size	1.2 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	4
median	59
Q3	422.5
95-th percentile	1091.05
Maximum	1480
Range	1480
Interquartile range (IQR)	418.5

Descriptive statistics

Standard deviation	384.2211
Coefficient of variation (CV)	1.3831683
Kurtosis	1.0117701
Mean	277.78333
Median Absolute Deviation (MAD)	58
Skewness	1.4116183
Sum	33334
Variance	147625.85
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	12	10.0%
5	8	6.7%
2	7	5.8%
3	6	5.0%
4	5	4.2%
71	3	2.5%
12	2	1.7%
59	2	1.7%
6	2	1.7%
47	2	1.7%
Other values (65)	71	59.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	0.8%
1	12	10.0%
2	7	5.8%
3	6	5.0%
4	5	4.2%
5	8	6.7%
6	2	1.7%
7	2	1.7%
9	1	0.8%
10	2	1.7%

Value	Count	Frequency (%)
1480	1	0.8%
1445	1	0.8%
1324	1	0.8%
1315	1	0.8%
1123	1	0.8%
1111	1	0.8%
1090	1	0.8%
1048	1	0.8%
996	1	0.8%
985	1	0.8%

가평서
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	63
Distinct (%)	52.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	120.75

Minimum	0
Maximum	687
Zeros	19
Zeros (%)	15.8%
Negative	0
Negative (%)	0.0%
Memory size	1.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	44
Q3	158
95-th percentile	472.6
Maximum	687
Range	687
Interquartile range (IQR)	157

Descriptive statistics

Standard deviation	170.36314
Coefficient of variation (CV)	1.4108749
Kurtosis	1.4926778
Mean	120.75
Median Absolute Deviation (MAD)	44
Skewness	1.5546572
Sum	14490
Variance	29023.601
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	19	15.8%
1	16	13.3%
2	14	11.7%
51	3	2.5%
45	2	1.7%
50	2	1.7%
158	2	1.7%
42	2	1.7%
131	2	1.7%
599	2	1.7%
Other values (53)	56	46.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	19	15.8%
1	16	13.3%
2	14	11.7%
3	2	1.7%
4	1	0.8%
11	1	0.8%
14	1	0.8%
35	1	0.8%
36	1	0.8%
38	1	0.8%

Value	Count	Frequency (%)
687	1	0.8%
599	2	1.7%
596	1	0.8%
593	1	0.8%
484	1	0.8%
472	1	0.8%
450	1	0.8%
447	1	0.8%
445	1	0.8%
444	1	0.8%

연천서
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	55
Distinct (%)	45.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	59.666667

Minimum	0
Maximum	312
Zeros	23
Zeros (%)	19.2%
Negative	0
Negative (%)	0.0%
Memory size	1.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	9.5
Q3	108.5
95-th percentile	234.6
Maximum	312
Range	312
Interquartile range (IQR)	107.5

Descriptive statistics

Standard deviation	83.449107
Coefficient of variation (CV)	1.3985884
Kurtosis	0.7108319
Mean	59.666667
Median Absolute Deviation (MAD)	9.5
Skewness	1.3564569
Sum	7160
Variance	6963.7535
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	23	19.2%
1	16	13.3%
2	7	5.8%
3	5	4.2%
13	4	3.3%
9	4	3.3%
66	4	3.3%
16	2	1.7%
195	2	1.7%
10	2	1.7%
Other values (45)	51	42.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	23	19.2%
1	16	13.3%
2	7	5.8%
3	5	4.2%
6	2	1.7%
7	1	0.8%
8	2	1.7%
9	4	3.3%
10	2	1.7%
11	1	0.8%

Value	Count	Frequency (%)
312	1	0.8%
296	1	0.8%
277	1	0.8%
272	1	0.8%
267	1	0.8%
246	1	0.8%
234	1	0.8%
213	2	1.7%
212	1	0.8%
202	1	0.8%

Heatmap
Table

	연도	범죄유형	구분	의정부서	고양서	일산동부서	일산서부서	남양주남부서	남양주북부서	파주서	양주서	동두천서	구리서	포천서	가평서	연천서
연도	1.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.201	0.000	0.000	0.000	0.000	0.000	0.000	0.000
범죄유형	0.000	1.000	0.000	0.944	0.829	0.827	0.913	0.899	0.498	0.832	0.837	0.939	0.796	0.944	0.938	0.932
구분	0.000	0.000	1.000	0.468	0.589	0.231	0.432	0.192	0.211	0.663	0.507	0.403	0.481	0.319	0.361	0.350
의정부서	0.000	0.944	0.468	1.000	0.889	0.916	0.968	0.971	0.738	0.856	0.930	0.965	0.944	0.987	0.975	0.965
고양서	0.000	0.829	0.589	0.889	1.000	0.932	0.851	0.828	0.845	0.950	0.961	0.922	0.945	0.852	0.881	0.885
일산동부서	0.000	0.827	0.231	0.916	0.932	1.000	0.862	0.902	0.814	0.934	0.959	0.895	0.946	0.917	0.897	0.902
일산서부서	0.000	0.913	0.432	0.968	0.851	0.862	1.000	0.948	0.709	0.838	0.878	0.943	0.859	0.948	0.936	0.937
남양주남부서	0.000	0.899	0.192	0.971	0.828	0.902	0.948	1.000	0.546	0.843	0.856	0.944	0.902	0.971	0.938	0.952
남양주북부서	0.201	0.498	0.211	0.738	0.845	0.814	0.709	0.546	1.000	0.893	0.831	0.730	0.833	0.760	0.721	0.693
파주서	0.000	0.832	0.663	0.856	0.950	0.934	0.838	0.843	0.893	1.000	0.955	0.854	0.937	0.847	0.843	0.859
양주서	0.000	0.837	0.507	0.930	0.961	0.959	0.878	0.856	0.831	0.955	1.000	0.925	0.959	0.900	0.912	0.912
동두천서	0.000	0.939	0.403	0.965	0.922	0.895	0.943	0.944	0.730	0.854	0.925	1.000	0.868	0.958	0.961	0.967
구리서	0.000	0.796	0.481	0.944	0.945	0.946	0.859	0.902	0.833	0.937	0.959	0.868	1.000	0.930	0.895	0.882
포천서	0.000	0.944	0.319	0.987	0.852	0.917	0.948	0.971	0.760	0.847	0.900	0.958	0.930	1.000	0.963	0.952
가평서	0.000	0.938	0.361	0.975	0.881	0.897	0.936	0.938	0.721	0.843	0.912	0.961	0.895	0.963	1.000	0.956
연천서	0.000	0.932	0.350	0.965	0.885	0.902	0.937	0.952	0.693	0.859	0.912	0.967	0.882	0.952	0.956	1.000

Heatmap
Table

	범죄유형	구분
범죄유형	1.000	0.000
구분	0.000	1.000

Heatmap
Table

	연도	의정부서	고양서	일산동부서	일산서부서	남양주남부서	남양주북부서	파주서	양주서	동두천서	구리서	포천서	가평서	연천서	범죄유형	구분
연도	1.000	-0.153	-0.106	-0.056	0.244	-0.198	0.795	0.004	0.019	-0.039	-0.210	-0.152	-0.092	-0.125	0.000	0.000
의정부서	-0.153	1.000	0.951	0.915	0.822	0.947	0.098	0.915	0.936	0.956	0.949	0.938	0.898	0.907	0.663	0.308
고양서	-0.106	0.951	1.000	0.919	0.841	0.959	0.162	0.949	0.935	0.943	0.938	0.946	0.921	0.907	0.657	0.308
일산동부서	-0.056	0.915	0.919	1.000	0.837	0.932	0.195	0.923	0.919	0.931	0.931	0.943	0.911	0.913	0.655	0.098
일산서부서	0.244	0.822	0.841	0.837	1.000	0.812	0.337	0.866	0.864	0.853	0.808	0.833	0.849	0.786	0.598	0.278
남양주남부서	-0.198	0.947	0.959	0.932	0.812	1.000	0.039	0.917	0.939	0.932	0.947	0.943	0.914	0.906	0.574	0.110
남양주북부서	0.795	0.098	0.162	0.195	0.337	0.039	1.000	0.250	0.203	0.168	0.052	0.123	0.126	0.129	0.310	0.089
파주서	0.004	0.915	0.949	0.923	0.866	0.917	0.250	1.000	0.928	0.935	0.927	0.938	0.910	0.903	0.661	0.366
양주서	0.019	0.936	0.935	0.919	0.864	0.939	0.203	0.928	1.000	0.949	0.895	0.924	0.902	0.898	0.669	0.251
동두천서	-0.039	0.956	0.943	0.931	0.853	0.932	0.168	0.935	0.949	1.000	0.941	0.944	0.934	0.890	0.652	0.255
구리서	-0.210	0.949	0.938	0.931	0.808	0.947	0.052	0.927	0.895	0.941	1.000	0.951	0.915	0.929	0.608	0.234
포천서	-0.152	0.938	0.946	0.943	0.833	0.943	0.123	0.938	0.924	0.944	0.951	1.000	0.925	0.921	0.663	0.194
가평서	-0.092	0.898	0.921	0.911	0.849	0.914	0.126	0.910	0.902	0.934	0.915	0.925	1.000	0.904	0.650	0.224
연천서	-0.125	0.907	0.907	0.913	0.786	0.906	0.129	0.903	0.898	0.890	0.929	0.921	0.904	1.000	0.636	0.216
범죄유형	0.000	0.663	0.657	0.655	0.598	0.574	0.310	0.661	0.669	0.652	0.608	0.663	0.650	0.636	1.000	0.000
구분	0.000	0.308	0.308	0.098	0.278	0.110	0.089	0.366	0.251	0.255	0.234	0.194	0.224	0.216	0.000	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

	연도	범죄유형	구분	의정부서	고양서	일산동부서	일산서부서	남양주남부서	남양주북부서	파주서	양주서	동두천서	구리서	포천서	가평서	연천서
0	2023	살인	발생건수	3	3	6	4	3	4	12	2	1	0	4	2	0
1	2023	살인	검거건수	3	3	6	4	3	4	12	2	1	0	4	2	0
2	2023	살인	검거인원	3	4	8	5	3	4	12	2	1	0	5	3	0
3	2023	강도	발생건수	3	1	9	2	4	1	3	2	0	0	3	0	1
4	2023	강도	검거건수	2	1	10	2	5	1	2	2	0	0	1	0	1
5	2023	강도	검거인원	4	1	18	8	15	1	2	4	0	0	1	0	1
6	2023	성범죄	발생건수	231	118	135	55	115	77	199	80	61	66	57	45	13
7	2023	성범죄	검거건수	187	93	128	49	93	67	167	63	45	59	42	0	0
8	2023	성범죄	검거인원	194	95	137	51	100	66	173	64	46	61	43	0	0
9	2023	절도	발생건수	1474	1431	814	544	907	700	1241	525	380	539	356	157	113

	연도	범죄유형	구분	의정부서	고양서	일산동부서	일산서부서	남양주남부서	파주서	양주서	동두천서	구리서	포천서	가평서	연천서
110	2016	강도	검거인원	26	8	4	0	10	3	2	0	1	4	0	0
111	2016	성범죄	발생건수	197	118	219	0	229	124	63	46	119	78	48	20
112	2016	성범죄	검거건수	172	111	199	1	210	101	57	51	111	60	38	16
113	2016	성범죄	검거인원	184	113	217	1	250	109	64	53	129	70	45	21
114	2016	절도	발생건수	1752	1123	1458	22	1476	1293	446	344	936	548	201	143
115	2016	절도	검거건수	1091	711	927	8	957	915	253	203	597	338	144	78
116	2016	절도	검거인원	1096	710	898	9	1124	685	329	163	658	370	148	120
117	2016	폭력	발생건수	3312	2059	2564	41	3401	2085	1322	729	1543	1111	472	234
118	2016	폭력	검거건수	2915	1740	2307	27	3015	1840	1116	641	1304	981	401	198
119	2016	폭력	검거인원	4128	2501	3359	36	4392	2540	1751	926	2032	1480	687	272

Overview

Variables

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Interactions

Correlations

Missing values

Sample