gimi9 Pandas Profiling

Dataset statistics

Number of variables	15
Number of observations	155
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	20.0 KiB
Average record size in memory	131.9 B

Variable types

DateTime	2
Categorical	2
Numeric	11

Dataset

Description	충청북도 충주시 읍면동별 자동차 등록현황에 대한 데이터 제공(구분 비사업용/사업용, 승용/승합/화물/특수, 경형/소형/중형/대형)
Author	충청북도 충주시
URL	https://www.data.go.kr/data/15029365/fileData.do

Alerts

`통계기준년월` has constant value ""	Constant
`데이터기준일자` has constant value ""	Constant
`계` is highly overall correlated with `비사업용 소계` and 7 other fields	High correlation
`비사업용 소계` is highly overall correlated with `계` and 7 other fields	High correlation
`비사업용 경형` is highly overall correlated with `계` and 4 other fields	High correlation
`비사업용 소형` is highly overall correlated with `계` and 6 other fields	High correlation
`비사업용 중형` is highly overall correlated with `계` and 4 other fields	High correlation
`비사업용 대형` is highly overall correlated with `계` and 6 other fields	High correlation
`사업용 소계` is highly overall correlated with `계` and 6 other fields	High correlation
`사업용 소형` is highly overall correlated with `비사업용 소형` and 2 other fields	High correlation
`사업용 중형` is highly overall correlated with `계` and 7 other fields	High correlation
`사업용 대형` is highly overall correlated with `계` and 5 other fields	High correlation
`비사업용 경형` has 46 (29.7%) zeros	Zeros
`비사업용 소형` has 13 (8.4%) zeros	Zeros
`비사업용 중형` has 16 (10.3%) zeros	Zeros
`비사업용 대형` has 32 (20.6%) zeros	Zeros
`사업용 소계` has 43 (27.7%) zeros	Zeros
`사업용 경형` has 146 (94.2%) zeros	Zeros
`사업용 소형` has 108 (69.7%) zeros	Zeros
`사업용 중형` has 62 (40.0%) zeros	Zeros
`사업용 대형` has 61 (39.4%) zeros	Zeros

Reproduction

Analysis started	2023-12-12 02:24:53.295538
Analysis finished	2023-12-12 02:25:07.397192
Duration	14.1 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

통계기준년월
Date

CONSTANT

Distinct	1
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	1.3 KiB

Minimum	2023-09-01 00:00:00
Maximum	2023-09-01 00:00:00

Histogram

Histogram with fixed size bins (bins=1)

읍면동
Categorical

Distinct	40
Distinct (%)	25.8%
Missing	0
Missing (%)	0.0%
Memory size	1.3 KiB

합계	4
성내동	4
대소원면	4
가주동	4
성남동	4
Other values (35)	135

Length

Max length	4
Median length	3
Mean length	3
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	합계
2nd row	합계
3rd row	합계
4th row	합계
5th row	성내동

Common Values

Value	Count	Frequency (%)
합계	4	2.6%
성내동	4	2.6%
대소원면	4	2.6%
가주동	4	2.6%
성남동	4	2.6%
교현동	4	2.6%
용산동	4	2.6%
호암동	4	2.6%
직동	4	2.6%
단월동	4	2.6%
Other values (30)	115	74.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
합계	4	2.6%
목행동	4	2.6%
성내동	4	2.6%
안림동	4	2.6%
지현동	4	2.6%
문화동	4	2.6%
금릉동	4	2.6%
주덕읍	4	2.6%
산척면	4	2.6%
살미면	4	2.6%
Other values (30)	115	74.2%

차종
Categorical

Distinct	4
Distinct (%)	2.6%
Missing	0
Missing (%)	0.0%
Memory size	1.3 KiB

승용	40
승합	40
화물	40
특수	35

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	승용
2nd row	승합
3rd row	화물
4th row	특수
5th row	승용

Common Values

Value	Count	Frequency (%)
승용	40	25.8%
승합	40	25.8%
화물	40	25.8%
특수	35	22.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
승용	40	25.8%
승합	40	25.8%
화물	40	25.8%
특수	35	22.6%

계
Real number (ℝ)

HIGH CORRELATION

Distinct	128
Distinct (%)	82.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1621.0323

Minimum	1
Maximum	99194
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.5 KiB

Quantile statistics

Minimum	1
5-th percentile	3.7
Q1	30.5
median	134
Q3	755.5
95-th percentile	5600.4
Maximum	99194
Range	99193
Interquartile range (IQR)	725

Descriptive statistics

Standard deviation	8324.0473
Coefficient of variation (CV)	5.1350288
Kurtosis	124.72664
Mean	1621.0323
Median Absolute Deviation (MAD)	127
Skewness	10.740953
Sum	251260
Variance	69289764
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3	5	3.2%
7	5	3.2%
8	4	2.6%
79	2	1.3%
12	2	1.3%
2	2	1.3%
15	2	1.3%
16	2	1.3%
162	2	1.3%
14	2	1.3%
Other values (118)	127	81.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1	0.6%
2	2	1.3%
3	5	3.2%
4	2	1.3%
5	2	1.3%
6	1	0.6%
7	5	3.2%
8	4	2.6%
10	1	0.6%
11	2	1.3%

Value	Count	Frequency (%)
99194	1	0.6%
22185	1	0.6%
15628	1	0.6%
10152	1	0.6%
9550	1	0.6%
8082	1	0.6%
6867	1	0.6%
6180	1	0.6%
5352	1	0.6%
4345	1	0.6%

비사업용 소계
Real number (ℝ)

HIGH CORRELATION

Distinct	125
Distinct (%)	80.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1510.2452

Minimum	0
Maximum	93078
Zeros	1
Zeros (%)	0.6%
Negative	0
Negative (%)	0.0%
Memory size	1.5 KiB

Quantile statistics

Minimum	0
5-th percentile	3
Q1	19.5
median	128
Q3	707
95-th percentile	4927.4
Maximum	93078
Range	93078
Interquartile range (IQR)	687.5

Descriptive statistics

Standard deviation	7805.5291
Coefficient of variation (CV)	5.1683854
Kurtosis	125.12666
Mean	1510.2452
Median Absolute Deviation (MAD)	122
Skewness	10.764884
Sum	234088
Variance	60926284
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2	6	3.9%
3	4	2.6%
11	4	2.6%
8	3	1.9%
6	3	1.9%
14	3	1.9%
7	3	1.9%
12	2	1.3%
86	2	1.3%
145	2	1.3%
Other values (115)	123	79.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	0.6%
2	6	3.9%
3	4	2.6%
4	2	1.3%
5	2	1.3%
6	3	1.9%
7	3	1.9%
8	3	1.9%
9	1	0.6%
10	1	0.6%

Value	Count	Frequency (%)
93078	1	0.6%
20408	1	0.6%
15477	1	0.6%
10090	1	0.6%
7954	1	0.6%
6856	1	0.6%
6096	1	0.6%
5276	1	0.6%
4778	1	0.6%
4318	1	0.6%

비사업용 경형
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	53
Distinct (%)	34.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	158.29677

Minimum	0
Maximum	11825
Zeros	46
Zeros (%)	29.7%
Negative	0
Negative (%)	0.0%
Memory size	1.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	4
Q3	18
95-th percentile	561.3
Maximum	11825
Range	11825
Interquartile range (IQR)	18

Descriptive statistics

Standard deviation	975.49045
Coefficient of variation (CV)	6.1624152
Kurtosis	135.18158
Mean	158.29677
Median Absolute Deviation (MAD)	4
Skewness	11.31792
Sum	24536
Variance	951581.63
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	46	29.7%
1	11	7.1%
2	11	7.1%
3	8	5.2%
15	4	2.6%
7	4	2.6%
8	4	2.6%
4	4	2.6%
11	4	2.6%
6	4	2.6%
Other values (43)	55	35.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	46	29.7%
1	11	7.1%
2	11	7.1%
3	8	5.2%
4	4	2.6%
5	3	1.9%
6	4	2.6%
7	4	2.6%
8	4	2.6%
9	1	0.6%

Value	Count	Frequency (%)
11825	1	0.6%
1973	1	0.6%
1340	1	0.6%
1122	1	0.6%
863	1	0.6%
828	1	0.6%
668	1	0.6%
590	1	0.6%
549	1	0.6%
450	1	0.6%

비사업용 소형
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	75
Distinct (%)	48.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	243.5871

Minimum	0
Maximum	17336
Zeros	13
Zeros (%)	8.4%
Negative	0
Negative (%)	0.0%
Memory size	1.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2.5
median	10
Q3	69
95-th percentile	823.2
Maximum	17336
Range	17336
Interquartile range (IQR)	66.5

Descriptive statistics

Standard deviation	1410.0618
Coefficient of variation (CV)	5.7887378
Kurtosis	142.72123
Mean	243.5871
Median Absolute Deviation (MAD)	10
Skewness	11.729259
Sum	37756
Variance	1988274.4
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	15	9.7%
0	13	8.4%
2	11	7.1%
3	11	7.1%
10	9	5.8%
5	6	3.9%
8	5	3.2%
4	4	2.6%
20	3	1.9%
35	3	1.9%
Other values (65)	75	48.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	13	8.4%
1	15	9.7%
2	11	7.1%
3	11	7.1%
4	4	2.6%
5	6	3.9%
6	2	1.3%
7	1	0.6%
8	5	3.2%
9	2	1.3%

Value	Count	Frequency (%)
17336	1	0.6%
1653	1	0.6%
1367	1	0.6%
1111	1	0.6%
947	1	0.6%
925	1	0.6%
867	1	0.6%
840	1	0.6%
816	1	0.6%
712	1	0.6%

비사업용 중형
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	100
Distinct (%)	64.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	769.75484

Minimum	0
Maximum	55036
Zeros	16
Zeros (%)	10.3%
Negative	0
Negative (%)	0.0%
Memory size	1.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	5
median	53
Q3	140.5
95-th percentile	2764.8
Maximum	55036
Range	55036
Interquartile range (IQR)	135.5

Descriptive statistics

Standard deviation	4536.2797
Coefficient of variation (CV)	5.8931487
Kurtosis	135.30807
Mean	769.75484
Median Absolute Deviation (MAD)	51
Skewness	11.32198
Sum	119312
Variance	20577834
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	16	10.3%
1	8	5.2%
3	6	3.9%
6	4	2.6%
8	4	2.6%
2	4	2.6%
54	3	1.9%
66	3	1.9%
4	3	1.9%
5	3	1.9%
Other values (90)	101	65.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	16	10.3%
1	8	5.2%
2	4	2.6%
3	6	3.9%
4	3	1.9%
5	3	1.9%
6	4	2.6%
7	3	1.9%
8	4	2.6%
9	1	0.6%

Value	Count	Frequency (%)
55036	1	0.6%
9141	1	0.6%
6097	1	0.6%
4745	1	0.6%
4007	1	0.6%
3564	1	0.6%
3153	1	0.6%
2839	1	0.6%
2733	1	0.6%
2502	1	0.6%

비사업용 대형
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	70
Distinct (%)	45.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	338.60645

Minimum	0
Maximum	25106
Zeros	32
Zeros (%)	20.6%
Negative	0
Negative (%)	0.0%
Memory size	1.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	7
Q3	55.5
95-th percentile	1247.6
Maximum	25106
Range	25106
Interquartile range (IQR)	54.5

Descriptive statistics

Standard deviation	2067.9502
Coefficient of variation (CV)	6.107238
Kurtosis	135.95982
Mean	338.60645
Median Absolute Deviation (MAD)	7
Skewness	11.360743
Sum	52484
Variance	4276418
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	32	20.6%
1	18	11.6%
2	9	5.8%
3	9	5.8%
5	4	2.6%
16	3	1.9%
10	3	1.9%
7	3	1.9%
27	2	1.3%
4	2	1.3%
Other values (60)	70	45.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	32	20.6%
1	18	11.6%
2	9	5.8%
3	9	5.8%
4	2	1.3%
5	4	2.6%
6	2	1.3%
7	3	1.9%
8	2	1.3%
10	3	1.9%

Value	Count	Frequency (%)
25106	1	0.6%
4210	1	0.6%
2581	1	0.6%
1970	1	0.6%
1967	1	0.6%
1600	1	0.6%
1398	1	0.6%
1277	1	0.6%
1235	1	0.6%
1089	1	0.6%

사업용 소계
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	58
Distinct (%)	37.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	110.7871

Minimum	0
Maximum	6116
Zeros	43
Zeros (%)	27.7%
Negative	0
Negative (%)	0.0%
Memory size	1.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	4
Q3	26.5
95-th percentile	184.7
Maximum	6116
Range	6116
Interquartile range (IQR)	26.5

Descriptive statistics

Standard deviation	635.62782
Coefficient of variation (CV)	5.7373813
Kurtosis	70.575654
Mean	110.7871
Median Absolute Deviation (MAD)	4
Skewness	8.2580795
Sum	17172
Variance	404022.73
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	43	27.7%
1	19	12.3%
4	7	4.5%
5	5	3.2%
3	5	3.2%
2	5	3.2%
6	5	3.2%
8	4	2.6%
23	3	1.9%
19	3	1.9%
Other values (48)	56	36.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	43	27.7%
1	19	12.3%
2	5	3.2%
3	5	3.2%
4	7	4.5%
5	5	3.2%
6	5	3.2%
7	2	1.3%
8	4	2.6%
9	2	1.3%

Value	Count	Frequency (%)
6116	1	0.6%
4772	1	0.6%
1777	1	0.6%
408	1	0.6%
404	1	0.6%
287	1	0.6%
285	1	0.6%
198	1	0.6%
179	1	0.6%
164	1	0.6%

사업용 경형
Real number (ℝ)

ZEROS

Distinct	6
Distinct (%)	3.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	13.974194

Minimum	0
Maximum	1082
Zeros	146
Zeros (%)	94.2%
Negative	0
Negative (%)	0.0%
Memory size	1.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	1082
Range	1082
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	121.65098
Coefficient of variation (CV)	8.7054024
Kurtosis	74.956788
Mean	13.974194
Median Absolute Deviation (MAD)	0
Skewness	8.716795
Sum	2166
Variance	14798.96
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
0	146	94.2%
1	5	3.2%
1082	1	0.6%
9	1	0.6%
3	1	0.6%
1067	1	0.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	146	94.2%
1	5	3.2%
3	1	0.6%
9	1	0.6%
1067	1	0.6%
1082	1	0.6%

Value	Count	Frequency (%)
1082	1	0.6%
1067	1	0.6%
9	1	0.6%
3	1	0.6%
1	5	3.2%
0	146	94.2%

사업용 소형
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	24
Distinct (%)	15.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7.9096774

Minimum	0
Maximum	552
Zeros	108
Zeros (%)	69.7%
Negative	0
Negative (%)	0.0%
Memory size	1.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	2
95-th percentile	29.2
Maximum	552
Range	552
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	45.605646
Coefficient of variation (CV)	5.7658035
Kurtosis	133.78494
Mean	7.9096774
Median Absolute Deviation (MAD)	0
Skewness	11.223377
Sum	1226
Variance	2079.8749
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=24)

Value	Count	Frequency (%)
0	108	69.7%
2	7	4.5%
1	5	3.2%
5	4	2.6%
8	4	2.6%
6	4	2.6%
4	2	1.3%
3	2	1.3%
25	2	1.3%
12	2	1.3%
Other values (14)	15	9.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	108	69.7%
1	5	3.2%
2	7	4.5%
3	2	1.3%
4	2	1.3%
5	4	2.6%
6	4	2.6%
7	1	0.6%
8	4	2.6%
9	1	0.6%

Value	Count	Frequency (%)
552	1	0.6%
71	1	0.6%
66	1	0.6%
61	1	0.6%
52	1	0.6%
47	1	0.6%
41	1	0.6%
32	1	0.6%
28	1	0.6%
25	2	1.3%

사업용 중형
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	37
Distinct (%)	23.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	45.612903

Minimum	0
Maximum	3036
Zeros	62
Zeros (%)	40.0%
Negative	0
Negative (%)	0.0%
Memory size	1.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	6
95-th percentile	80.5
Maximum	3036
Range	3036
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	291.69278
Coefficient of variation (CV)	6.394962
Kurtosis	85.04531
Mean	45.612903
Median Absolute Deviation (MAD)	1
Skewness	9.0598805
Sum	7070
Variance	85084.68
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=37)

Value	Count	Frequency (%)
0	62	40.0%
1	18	11.6%
3	12	7.7%
2	10	6.5%
4	7	4.5%
6	6	3.9%
11	3	1.9%
9	3	1.9%
8	2	1.3%
34	2	1.3%
Other values (27)	30	19.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	62	40.0%
1	18	11.6%
2	10	6.5%
3	12	7.7%
4	7	4.5%
5	2	1.3%
6	6	3.9%
7	1	0.6%
8	2	1.3%
9	3	1.9%

Value	Count	Frequency (%)
3036	1	0.6%
1997	1	0.6%
286	1	0.6%
204	1	0.6%
140	1	0.6%
113	1	0.6%
107	1	0.6%
98	1	0.6%
73	1	0.6%
72	1	0.6%

사업용 대형
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	38
Distinct (%)	24.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	43.290323

Minimum	0
Maximum	1998
Zeros	61
Zeros (%)	39.4%
Negative	0
Negative (%)	0.0%
Memory size	1.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	9
95-th percentile	87.4
Maximum	1998
Range	1998
Interquartile range (IQR)	9

Descriptive statistics

Standard deviation	224.3871
Coefficient of variation (CV)	5.1833086
Kurtosis	58.002377
Mean	43.290323
Median Absolute Deviation (MAD)	1
Skewness	7.4650593
Sum	6710
Variance	50349.571
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=38)

Value	Count	Frequency (%)
0	61	39.4%
1	20	12.9%
3	9	5.8%
2	9	5.8%
5	6	3.9%
6	4	2.6%
15	3	1.9%
26	3	1.9%
8	3	1.9%
4	3	1.9%
Other values (28)	34	21.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	61	39.4%
1	20	12.9%
2	9	5.8%
3	9	5.8%
4	3	1.9%
5	6	3.9%
6	4	2.6%
7	1	0.6%
8	3	1.9%
10	1	0.6%

Value	Count	Frequency (%)
1998	1	0.6%
1708	1	0.6%
938	1	0.6%
305	1	0.6%
268	1	0.6%
151	1	0.6%
119	1	0.6%
93	1	0.6%
85	1	0.6%
76	1	0.6%

데이터기준일자
Date

CONSTANT

Distinct	1
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	1.3 KiB

Minimum	2023-09-30 00:00:00
Maximum	2023-09-30 00:00:00

Histogram

Histogram with fixed size bins (bins=1)

Heatmap
Table

	읍면동	차종	계	비사업용 소계	비사업용 경형	비사업용 소형	비사업용 중형	비사업용 대형	사업용 소계	사업용 경형	사업용 소형	사업용 중형	사업용 대형
읍면동	1.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000
차종	0.000	1.000	0.191	0.191	0.102	0.000	0.102	0.102	0.000	0.205	0.050	0.000	0.000
계	0.000	0.191	1.000	1.000	1.000	1.000	1.000	1.000	0.981	0.889	0.671	0.671	0.838
비사업용 소계	0.000	0.191	1.000	1.000	1.000	1.000	1.000	1.000	0.981	0.889	0.671	0.671	0.838
비사업용 경형	0.000	0.102	1.000	1.000	1.000	0.000	1.000	1.000	0.671	0.452	0.000	0.941	0.711
비사업용 소형	0.000	0.000	1.000	1.000	0.000	1.000	0.000	0.000	1.000	0.000	1.000	0.000	1.000
비사업용 중형	0.000	0.102	1.000	1.000	1.000	0.000	1.000	1.000	0.671	0.452	0.000	0.941	0.711
비사업용 대형	0.000	0.102	1.000	1.000	1.000	0.000	1.000	1.000	0.671	0.452	0.000	0.941	0.711
사업용 소계	0.000	0.000	0.981	0.981	0.671	1.000	0.671	0.671	1.000	1.000	0.671	1.000	1.000
사업용 경형	0.000	0.205	0.889	0.889	0.452	0.000	0.452	0.452	1.000	1.000	0.000	1.000	1.000
사업용 소형	0.000	0.050	0.671	0.671	0.000	1.000	0.000	0.000	0.671	0.000	1.000	0.000	0.711
사업용 중형	0.000	0.000	0.671	0.671	0.941	0.000	0.941	0.941	1.000	1.000	0.000	1.000	1.000
사업용 대형	0.000	0.000	0.838	0.838	0.711	1.000	0.711	0.711	1.000	1.000	0.711	1.000	1.000

Heatmap
Table

	차종	읍면동
차종	1.000	0.000
읍면동	0.000	1.000

Heatmap
Table

	계	비사업용 소계	비사업용 경형	비사업용 소형	비사업용 중형	비사업용 대형	사업용 소계	사업용 경형	사업용 소형	사업용 중형	사업용 대형	읍면동	차종
계	1.000	0.994	0.886	0.679	0.885	0.918	0.693	0.380	0.238	0.684	0.606	0.000	0.075
비사업용 소계	0.994	1.000	0.900	0.669	0.894	0.922	0.639	0.379	0.200	0.636	0.552	0.000	0.075
비사업용 경형	0.886	0.900	1.000	0.368	0.940	0.880	0.437	0.358	-0.082	0.511	0.347	0.000	0.095
비사업용 소형	0.679	0.669	0.368	1.000	0.305	0.541	0.711	0.277	0.643	0.561	0.667	0.000	0.000
비사업용 중형	0.885	0.894	0.940	0.305	1.000	0.859	0.437	0.355	-0.123	0.524	0.352	0.000	0.095
비사업용 대형	0.918	0.922	0.880	0.541	0.859	1.000	0.582	0.370	0.095	0.585	0.492	0.000	0.095
사업용 소계	0.693	0.639	0.437	0.711	0.437	0.582	1.000	0.381	0.530	0.906	0.929	0.000	0.000
사업용 경형	0.380	0.379	0.358	0.277	0.355	0.370	0.381	1.000	-0.017	0.395	0.376	0.000	0.135
사업용 소형	0.238	0.200	-0.082	0.643	-0.123	0.095	0.530	-0.017	1.000	0.314	0.525	0.000	0.045
사업용 중형	0.684	0.636	0.511	0.561	0.524	0.585	0.906	0.395	0.314	1.000	0.781	0.000	0.000
사업용 대형	0.606	0.552	0.347	0.667	0.352	0.492	0.929	0.376	0.525	0.781	1.000	0.000	0.000
읍면동	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	1.000	0.000
차종	0.075	0.075	0.095	0.000	0.095	0.095	0.000	0.135	0.045	0.000	0.000	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

	통계기준년월	읍면동	차종	계	비사업용 소계	비사업용 경형	비사업용 소형	비사업용 중형	비사업용 대형	사업용 소계	사업용 경형	사업용 소형	사업용 중형	사업용 대형	데이터기준일자
0	2023-09	합계	승용	99194	93078	11825	1111	55036	25106	6116	1082	0	3036	1998	2023-09-30
1	2023-09	합계	승합	3539	3131	186	97	2733	115	408	0	0	140	268	2023-09-30
2	2023-09	합계	화물	22185	20408	256	17336	1829	987	1777	1	552	286	938	2023-09-30
3	2023-09	합계	특수	712	427	1	334	58	34	285	0	61	73	151	2023-09-30
4	2023-09	성내동	승용	170	169	19	6	99	45	1	0	0	0	1	2023-09-30
5	2023-09	성내동	승합	11	11	0	1	10	0	0	0	0	0	0	2023-09-30
6	2023-09	성내동	화물	50	45	2	35	8	0	5	0	2	2	1	2023-09-30
7	2023-09	성내동	특수	3	2	0	1	1	0	1	0	0	0	1	2023-09-30
8	2023-09	성남동	승용	279	278	35	9	177	57	1	0	0	1	0	2023-09-30
9	2023-09	성남동	승합	10	10	1	2	7	0	0	0	0	0	0	2023-09-30

	통계기준년월	읍면동	차종	계	비사업용 소계	비사업용 경형	비사업용 소형	비사업용 중형	비사업용 대형	사업용 소계	사업용 소형	사업용 중형	사업용 대형	데이터기준일자
145	2023-09	산척면	화물	488	479	8	410	38	23	9	2	2	5	2023-09-30
146	2023-09	산척면	특수	3	2	0	2	0	0	1	0	0	1	2023-09-30
147	2023-09	엄정면	승용	1190	1167	146	20	667	334	23	0	20	3	2023-09-30
148	2023-09	엄정면	승합	55	55	4	1	49	1	0	0	0	0	2023-09-30
149	2023-09	엄정면	화물	834	655	6	581	45	23	179	24	36	119	2023-09-30
150	2023-09	엄정면	특수	16	9	0	7	1	1	7	1	0	6	2023-09-30
151	2023-09	소태면	승용	718	713	90	10	408	205	5	0	2	3	2023-09-30
152	2023-09	소태면	승합	37	37	3	2	32	0	0	0	0	0	2023-09-30
153	2023-09	소태면	화물	469	462	8	410	28	16	7	2	1	4	2023-09-30
154	2023-09	소태면	특수	7	6	0	5	0	1	1	0	1	0	2023-09-30

Overview

Variables

Common Values

Length

Common Values

Length

Common Values (Plot)

Interactions

Correlations

Missing values

Sample