gimi9 Pandas Profiling

Dataset statistics

Number of variables	17
Number of observations	230
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	34.0 KiB
Average record size in memory	151.6 B

Variable types

Categorical	1
Text	1
Numeric	15

Dataset

Description	국내에 등록되어 도로를 운행 중인 자동차의 용도별, 차종별, 시군구별 일평균 자동차 주행거리 현황입니다. 단위 : (km/대)
Author	한국교통안전공단
URL	https://www.data.go.kr/data/15088483/fileData.do

Alerts

`전체_계` is highly overall correlated with `전체_승용차` and 3 other fields	High correlation
`전체_승용차` is highly overall correlated with `전체_계` and 3 other fields	High correlation
`전체_승합차` is highly overall correlated with `사업용_승합차`	High correlation
`전체_화물차` is highly overall correlated with `비사업용_승용차` and 1 other fields	High correlation
`전체_특수차` is highly overall correlated with `전체_계` and 2 other fields	High correlation
`비사업용_계` is highly overall correlated with `전체_계` and 3 other fields	High correlation
`비사업용_승용차` is highly overall correlated with `전체_승용차` and 4 other fields	High correlation
`비사업용_승합차` is highly overall correlated with `전체_승용차` and 2 other fields	High correlation
`비사업용_화물차` is highly overall correlated with `전체_화물차` and 1 other fields	High correlation
`사업용_계` is highly overall correlated with `사업용_화물차`	High correlation
`사업용_승합차` is highly overall correlated with `전체_승합차`	High correlation
`사업용_화물차` is highly overall correlated with `전체_계` and 3 other fields	High correlation
`사업용_특수차` is highly overall correlated with `전체_특수차` and 1 other fields	High correlation

Reproduction

Analysis started	2023-12-12 20:39:08.174524
Analysis finished	2023-12-12 20:39:35.007084
Duration	26.83 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

시도
Categorical

Distinct	16
Distinct (%)	7.0%
Missing	0
Missing (%)	0.0%
Memory size	1.9 KiB

경기도	31
서울특별시	25
경상북도	23
전라남도	22
강원도	18
Other values (11)	111

Length

Max length	7
Median length	5
Mean length	4.1347826
Min length	3

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
경기도	31	13.5%
서울특별시	25	10.9%
경상북도	23	10.0%
전라남도	22	9.6%
강원도	18	7.8%
경상남도	18	7.8%
부산광역시	16	7.0%
충청남도	16	7.0%
전라북도	14	6.1%
충청북도	12	5.2%
Other values (6)	35	15.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
경기도	31	13.5%
서울특별시	25	10.9%
경상북도	23	10.0%
전라남도	22	9.6%
강원도	18	7.8%
경상남도	18	7.8%
부산광역시	16	7.0%
충청남도	16	7.0%
전라북도	14	6.1%
충청북도	12	5.2%
Other values (6)	35	15.2%

시군구
Text

Distinct	208
Distinct (%)	90.4%
Missing	0
Missing (%)	0.0%
Memory size	1.9 KiB

Length

Max length	4
Median length	3
Mean length	3.0434783
Min length	3

Characters and Unicode

Total characters	700
Distinct characters	133
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

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

Unique

Unique	201 ?
Unique (%)	87.4%

Sample

1st row	종로구
2nd row	중 구
3rd row	용산구
4th row	성동구
5th row	광진구

Value	Count	Frequency (%)
구	25	9.8%
동	6	2.4%
중	6	2.4%
서	5	2.0%
남	4	1.6%
북	4	1.6%
고성군	2	0.8%
강서구	2	0.8%
정읍시	1	0.4%
화순군	1	0.4%
Other values (199)	199	78.0%

Most occurring characters

Value	Count	Frequency (%)
군	87	12.4%
시	78	11.1%
구	74	10.6%
	25	3.6%
천	22	3.1%
주	20	2.9%
양	18	2.6%
성	18	2.6%
동	17	2.4%
산	16	2.3%
Other values (123)	325	46.4%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	675	96.4%
Space Separator	25	3.6%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
군	87	12.9%
시	78	11.6%
구	74	11.0%
천	22	3.3%
주	20	3.0%
양	18	2.7%
성	18	2.7%
동	17	2.5%
산	16	2.4%
서	13	1.9%
Other values (122)	312	46.2%

Space Separator

Value	Count	Frequency (%)
	25	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	675	96.4%
Common	25	3.6%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
군	87	12.9%
시	78	11.6%
구	74	11.0%
천	22	3.3%
주	20	3.0%
양	18	2.7%
성	18	2.7%
동	17	2.5%
산	16	2.4%
서	13	1.9%
Other values (122)	312	46.2%

Common

Value	Count	Frequency (%)
	25	100.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	675	96.4%
ASCII	25	3.6%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
군	87	12.9%
시	78	11.6%
구	74	11.0%
천	22	3.3%
주	20	3.0%
양	18	2.7%
성	18	2.7%
동	17	2.5%
산	16	2.4%
서	13	1.9%
Other values (122)	312	46.2%

ASCII

Value	Count	Frequency (%)
	25	100.0%

전체_계
Real number (ℝ)

HIGH CORRELATION

Distinct	105
Distinct (%)	45.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	38.343043

Minimum	0
Maximum	77.5
Zeros	2
Zeros (%)	0.9%
Negative	0
Negative (%)	0.0%
Memory size	2.2 KiB

Quantile statistics

Minimum	0
5-th percentile	33.545
Q1	36.3
median	38
Q3	39.975
95-th percentile	45.575
Maximum	77.5
Range	77.5
Interquartile range (IQR)	3.675

Descriptive statistics

Standard deviation	5.8527804
Coefficient of variation (CV)	0.15264256
Kurtosis	24.120949
Mean	38.343043
Median Absolute Deviation (MAD)	1.8
Skewness	-0.73626544
Sum	8818.9
Variance	34.255039
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
36.2	9	3.9%
38.0	7	3.0%
37.7	7	3.0%
38.2	6	2.6%
36.3	6	2.6%
37.5	6	2.6%
38.4	6	2.6%
39.3	5	2.2%
37.0	5	2.2%
37.4	4	1.7%
Other values (95)	169	73.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	2	0.9%
25.2	1	0.4%
26.8	1	0.4%
31.4	1	0.4%
31.7	1	0.4%
32.1	1	0.4%
32.7	1	0.4%
32.9	2	0.9%
33.0	1	0.4%
33.5	1	0.4%

Value	Count	Frequency (%)
77.5	1	0.4%
57.8	1	0.4%
55.0	1	0.4%
51.8	1	0.4%
51.4	1	0.4%
50.9	1	0.4%
49.8	1	0.4%
49.1	1	0.4%
48.2	1	0.4%
47.9	1	0.4%

전체_승용차
Real number (ℝ)

HIGH CORRELATION

Distinct	102
Distinct (%)	44.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	35.623913

Minimum	0
Maximum	56.6
Zeros	2
Zeros (%)	0.9%
Negative	0
Negative (%)	0.0%
Memory size	2.2 KiB

Quantile statistics

Minimum	0
5-th percentile	30.845
Q1	33.7
median	35.6
Q3	38
95-th percentile	40
Maximum	56.6
Range	56.6
Interquartile range (IQR)	4.3

Descriptive statistics

Standard deviation	4.9311586
Coefficient of variation (CV)	0.13842271
Kurtosis	24.613641
Mean	35.623913
Median Absolute Deviation (MAD)	2.25
Skewness	-2.5391619
Sum	8193.5
Variance	24.316325
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
34.8	7	3.0%
33.2	6	2.6%
35.6	6	2.6%
38.6	6	2.6%
33.7	5	2.2%
37.9	5	2.2%
36.2	5	2.2%
35.7	5	2.2%
34.1	5	2.2%
34.6	4	1.7%
Other values (92)	176	76.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	2	0.9%
27.7	1	0.4%
29.3	1	0.4%
29.5	1	0.4%
29.6	1	0.4%
29.7	1	0.4%
29.8	1	0.4%
30.1	1	0.4%
30.5	1	0.4%
30.7	1	0.4%

Value	Count	Frequency (%)
56.6	1	0.4%
52.3	1	0.4%
51.8	1	0.4%
49.6	1	0.4%
46.4	1	0.4%
44.3	1	0.4%
40.9	1	0.4%
40.7	1	0.4%
40.6	1	0.4%
40.5	1	0.4%

전체_승합차
Real number (ℝ)

HIGH CORRELATION

Distinct	165
Distinct (%)	71.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	56.553043

Minimum	0
Maximum	239.9
Zeros	2
Zeros (%)	0.9%
Negative	0
Negative (%)	0.0%
Memory size	2.2 KiB

Quantile statistics

Minimum	0
5-th percentile	41.445
Q1	48.6
median	52.6
Q3	61
95-th percentile	79.63
Maximum	239.9
Range	239.9
Interquartile range (IQR)	12.4

Descriptive statistics

Standard deviation	18.462751
Coefficient of variation (CV)	0.32646785
Kurtosis	43.466015
Mean	56.553043
Median Absolute Deviation (MAD)	5.3
Skewness	4.6448264
Sum	13007.2
Variance	340.87316
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
49.5	5	2.2%
48.0	4	1.7%
49.7	3	1.3%
49.6	3	1.3%
55.2	3	1.3%
51.6	3	1.3%
46.3	3	1.3%
50.8	3	1.3%
56.1	3	1.3%
50.4	3	1.3%
Other values (155)	197	85.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	2	0.9%
26.9	1	0.4%
28.5	1	0.4%
33.8	1	0.4%
34.9	1	0.4%
36.3	1	0.4%
37.5	1	0.4%
38.3	1	0.4%
38.6	1	0.4%
40.1	1	0.4%

Value	Count	Frequency (%)
239.9	1	0.4%
130.0	1	0.4%
110.8	1	0.4%
102.1	1	0.4%
94.5	1	0.4%
93.3	1	0.4%
86.9	1	0.4%
85.1	1	0.4%
85.0	1	0.4%
82.5	1	0.4%

전체_화물차
Real number (ℝ)

HIGH CORRELATION

Distinct	169
Distinct (%)	73.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	46.098696

Minimum	0
Maximum	101.4
Zeros	2
Zeros (%)	0.9%
Negative	0
Negative (%)	0.0%
Memory size	2.2 KiB

Quantile statistics

Minimum	0
5-th percentile	31.69
Q1	36.125
median	46.45
Q3	54.075
95-th percentile	65.765
Maximum	101.4
Range	101.4
Interquartile range (IQR)	17.95

Descriptive statistics

Standard deviation	12.311192
Coefficient of variation (CV)	0.26706162
Kurtosis	2.4270173
Mean	46.098696
Median Absolute Deviation (MAD)	8.95
Skewness	0.2269119
Sum	10602.7
Variance	151.56546
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
33.8	4	1.7%
48.7	3	1.3%
43.0	3	1.3%
38.9	3	1.3%
55.6	3	1.3%
34.9	3	1.3%
52.1	3	1.3%
33.7	3	1.3%
34.7	3	1.3%
59.4	3	1.3%
Other values (159)	199	86.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	2	0.9%
17.7	1	0.4%
20.4	1	0.4%
28.9	1	0.4%
30.1	1	0.4%
30.5	1	0.4%
30.7	1	0.4%
30.8	1	0.4%
30.9	2	0.9%
31.6	1	0.4%

Value	Count	Frequency (%)
101.4	1	0.4%
81.6	1	0.4%
77.4	1	0.4%
77.1	1	0.4%
71.8	1	0.4%
71.1	1	0.4%
69.4	1	0.4%
69.2	1	0.4%
69.0	1	0.4%
68.1	1	0.4%

전체_특수차
Real number (ℝ)

HIGH CORRELATION

Distinct	218
Distinct (%)	94.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	91.430435

Minimum	0
Maximum	287
Zeros	2
Zeros (%)	0.9%
Negative	0
Negative (%)	0.0%
Memory size	2.2 KiB

Quantile statistics

Minimum	0
5-th percentile	28.405
Q1	48.45
median	81.2
Q3	123.525
95-th percentile	184.75
Maximum	287
Range	287
Interquartile range (IQR)	75.075

Descriptive statistics

Standard deviation	52.210308
Coefficient of variation (CV)	0.57103861
Kurtosis	0.57503779
Mean	91.430435
Median Absolute Deviation (MAD)	35.65
Skewness	0.86373035
Sum	21029
Variance	2725.9163
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
56.6	2	0.9%
0.0	2	0.9%
123.0	2	0.9%
70.3	2	0.9%
95.8	2	0.9%
40.1	2	0.9%
66.6	2	0.9%
80.1	2	0.9%
41.3	2	0.9%
39.6	2	0.9%
Other values (208)	210	91.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	2	0.9%
8.2	1	0.4%
19.0	1	0.4%
20.4	1	0.4%
22.1	1	0.4%
23.9	1	0.4%
24.9	1	0.4%
25.1	1	0.4%
25.2	1	0.4%
25.8	1	0.4%

Value	Count	Frequency (%)
287.0	1	0.4%
257.6	1	0.4%
244.8	1	0.4%
235.8	1	0.4%
223.5	1	0.4%
205.8	1	0.4%
202.4	1	0.4%
197.1	1	0.4%
193.2	1	0.4%
190.2	1	0.4%

비사업용_계
Real number (ℝ)

HIGH CORRELATION

Distinct	84
Distinct (%)	36.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	34.31

Minimum	0
Maximum	39.6
Zeros	2
Zeros (%)	0.9%
Negative	0
Negative (%)	0.0%
Memory size	2.2 KiB

Quantile statistics

Minimum	0
5-th percentile	30.4
Q1	33.025
median	34.9
Q3	36.475
95-th percentile	37.755
Maximum	39.6
Range	39.6
Interquartile range (IQR)	3.45

Descriptive statistics

Standard deviation	4.0174331
Coefficient of variation (CV)	0.11709219
Kurtosis	45.15695
Mean	34.31
Median Absolute Deviation (MAD)	1.7
Skewness	-5.5862944
Sum	7891.3
Variance	16.139769
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
35.8	7	3.0%
34.4	7	3.0%
35.6	7	3.0%
35.3	6	2.6%
36.5	6	2.6%
36.6	6	2.6%
34.6	5	2.2%
34.5	5	2.2%
33.1	5	2.2%
36.0	5	2.2%
Other values (74)	171	74.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	2	0.9%
23.8	1	0.4%
26.3	1	0.4%
29.3	1	0.4%
29.7	3	1.3%
29.9	1	0.4%
30.2	1	0.4%
30.3	1	0.4%
30.4	4	1.7%
30.5	2	0.9%

Value	Count	Frequency (%)
39.6	1	0.4%
38.6	2	0.9%
38.2	1	0.4%
38.1	4	1.7%
38.0	2	0.9%
37.9	1	0.4%
37.8	1	0.4%
37.7	3	1.3%
37.6	3	1.3%
37.5	5	2.2%

비사업용_승용차
Real number (ℝ)

HIGH CORRELATION

Distinct	106
Distinct (%)	46.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	34.216522

Minimum	0
Maximum	40.7
Zeros	2
Zeros (%)	0.9%
Negative	0
Negative (%)	0.0%
Memory size	2.2 KiB

Quantile statistics

Minimum	0
5-th percentile	29.1
Q1	31.925
median	34.7
Q3	37.3
95-th percentile	39.055
Maximum	40.7
Range	40.7
Interquartile range (IQR)	5.375

Descriptive statistics

Standard deviation	4.5264758
Coefficient of variation (CV)	0.13228919
Kurtosis	26.739015
Mean	34.216522
Median Absolute Deviation (MAD)	2.7
Skewness	-3.7806344
Sum	7869.8
Variance	20.488983
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
33.3	7	3.0%
33.0	6	2.6%
37.6	5	2.2%
35.4	5	2.2%
30.5	5	2.2%
38.6	5	2.2%
37.2	4	1.7%
37.1	4	1.7%
35.9	4	1.7%
36.3	4	1.7%
Other values (96)	181	78.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	2	0.9%
26.3	1	0.4%
28.1	1	0.4%
28.4	1	0.4%
28.5	1	0.4%
28.8	2	0.9%
28.9	1	0.4%
29.0	2	0.9%
29.1	2	0.9%
29.2	2	0.9%

Value	Count	Frequency (%)
40.7	1	0.4%
40.3	1	0.4%
39.8	3	1.3%
39.7	1	0.4%
39.5	2	0.9%
39.4	1	0.4%
39.1	3	1.3%
39.0	1	0.4%
38.9	2	0.9%
38.8	1	0.4%

비사업용_승합차
Real number (ℝ)

HIGH CORRELATION

Distinct	114
Distinct (%)	49.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	38.41087

Minimum	0
Maximum	46.9
Zeros	2
Zeros (%)	0.9%
Negative	0
Negative (%)	0.0%
Memory size	2.2 KiB

Quantile statistics

Minimum	0
5-th percentile	32.825
Q1	36.625
median	39
Q3	41.1
95-th percentile	43.655
Maximum	46.9
Range	46.9
Interquartile range (IQR)	4.475

Descriptive statistics

Standard deviation	5.0375459
Coefficient of variation (CV)	0.13114897
Kurtosis	28.730966
Mean	38.41087
Median Absolute Deviation (MAD)	2.2
Skewness	-4.1644808
Sum	8834.5
Variance	25.376868
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
40.9	5	2.2%
37.9	5	2.2%
38.6	5	2.2%
38.0	5	2.2%
37.5	5	2.2%
40.7	5	2.2%
41.5	4	1.7%
39.5	4	1.7%
39.3	4	1.7%
39.0	4	1.7%
Other values (104)	184	80.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	2	0.9%
20.4	1	0.4%
24.7	1	0.4%
28.5	1	0.4%
29.6	1	0.4%
30.3	1	0.4%
31.5	1	0.4%
31.9	2	0.9%
32.3	1	0.4%
32.6	1	0.4%

Value	Count	Frequency (%)
46.9	1	0.4%
45.8	1	0.4%
45.3	1	0.4%
45.1	1	0.4%
44.7	1	0.4%
44.4	1	0.4%
44.3	1	0.4%
44.2	3	1.3%
43.8	1	0.4%
43.7	1	0.4%

비사업용_화물차
Real number (ℝ)

HIGH CORRELATION

Distinct	139
Distinct (%)	60.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	37.007826

Minimum	0
Maximum	53
Zeros	2
Zeros (%)	0.9%
Negative	0
Negative (%)	0.0%
Memory size	2.2 KiB

Quantile statistics

Minimum	0
5-th percentile	29.645
Q1	32.925
median	36.85
Q3	41.75
95-th percentile	45.3
Maximum	53
Range	53
Interquartile range (IQR)	8.825

Descriptive statistics

Standard deviation	6.4338305
Coefficient of variation (CV)	0.17385054
Kurtosis	8.3343882
Mean	37.007826
Median Absolute Deviation (MAD)	4.35
Skewness	-1.616286
Sum	8511.8
Variance	41.394174
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
40.0	5	2.2%
33.3	5	2.2%
41.4	4	1.7%
33.6	4	1.7%
32.6	4	1.7%
31.6	3	1.3%
30.8	3	1.3%
41.9	3	1.3%
31.0	3	1.3%
40.3	3	1.3%
Other values (129)	193	83.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	2	0.9%
17.5	1	0.4%
19.9	1	0.4%
27.0	1	0.4%
28.0	1	0.4%
29.1	1	0.4%
29.3	1	0.4%
29.4	2	0.9%
29.5	1	0.4%
29.6	1	0.4%

Value	Count	Frequency (%)
53.0	1	0.4%
50.0	1	0.4%
49.8	1	0.4%
47.0	1	0.4%
46.9	1	0.4%
46.7	2	0.9%
46.0	1	0.4%
45.7	1	0.4%
45.6	1	0.4%
45.5	1	0.4%

비사업용_특수차
Real number (ℝ)

Distinct	163
Distinct (%)	70.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	33.673478

Minimum	0
Maximum	88.6
Zeros	2
Zeros (%)	0.9%
Negative	0
Negative (%)	0.0%
Memory size	2.2 KiB

Quantile statistics

Minimum	0
5-th percentile	18.57
Q1	28.125
median	33
Q3	39.25
95-th percentile	51.055
Maximum	88.6
Range	88.6
Interquartile range (IQR)	11.125

Descriptive statistics

Standard deviation	10.990597
Coefficient of variation (CV)	0.32638734
Kurtosis	4.8569088
Mean	33.673478
Median Absolute Deviation (MAD)	5.65
Skewness	0.88140736
Sum	7744.9
Variance	120.79322
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
31.4	4	1.7%
29.1	4	1.7%
34.4	4	1.7%
29.9	4	1.7%
25.9	3	1.3%
32.0	3	1.3%
27.2	3	1.3%
35.5	3	1.3%
24.0	3	1.3%
41.9	3	1.3%
Other values (153)	196	85.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	2	0.9%
8.2	1	0.4%
10.4	1	0.4%
11.2	1	0.4%
11.5	1	0.4%
12.0	1	0.4%
15.4	1	0.4%
15.5	1	0.4%
15.6	1	0.4%
15.9	1	0.4%

Value	Count	Frequency (%)
88.6	1	0.4%
87.5	1	0.4%
63.3	1	0.4%
59.7	1	0.4%
53.8	1	0.4%
53.5	2	0.9%
52.8	1	0.4%
52.6	1	0.4%
52.2	1	0.4%
51.7	1	0.4%

사업용_계
Real number (ℝ)

HIGH CORRELATION

Distinct	207
Distinct (%)	90.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	122.47304

Minimum	0
Maximum	358.3
Zeros	2
Zeros (%)	0.9%
Negative	0
Negative (%)	0.0%
Memory size	2.2 KiB

Quantile statistics

Minimum	0
5-th percentile	66.84
Q1	103.425
median	121.7
Q3	139.55
95-th percentile	180.14
Maximum	358.3
Range	358.3
Interquartile range (IQR)	36.125

Descriptive statistics

Standard deviation	36.404019
Coefficient of variation (CV)	0.29724108
Kurtosis	7.8227873
Mean	122.47304
Median Absolute Deviation (MAD)	18.1
Skewness	0.95149105
Sum	28168.8
Variance	1325.2526
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
121.3	2	0.9%
122.8	2	0.9%
139.4	2	0.9%
152.8	2	0.9%
124.7	2	0.9%
123.0	2	0.9%
112.2	2	0.9%
84.4	2	0.9%
134.2	2	0.9%
88.8	2	0.9%
Other values (197)	210	91.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	2	0.9%
29.9	1	0.4%
41.7	1	0.4%
46.7	1	0.4%
59.5	1	0.4%
62.6	1	0.4%
63.1	1	0.4%
63.6	1	0.4%
64.7	1	0.4%
65.3	1	0.4%

Value	Count	Frequency (%)
358.3	1	0.4%
214.4	1	0.4%
208.6	1	0.4%
200.6	1	0.4%
198.3	1	0.4%
189.3	1	0.4%
187.9	1	0.4%
187.2	1	0.4%
187.1	1	0.4%
181.6	1	0.4%

사업용_승용차
Real number (ℝ)

Distinct	178
Distinct (%)	77.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	81.796087

Minimum	0
Maximum	109.1
Zeros	2
Zeros (%)	0.9%
Negative	0
Negative (%)	0.0%
Memory size	2.2 KiB

Quantile statistics

Minimum	0
5-th percentile	59.4
Q1	72.6
median	82.65
Q3	92.225
95-th percentile	103.42
Maximum	109.1
Range	109.1
Interquartile range (IQR)	19.625

Descriptive statistics

Standard deviation	15.42535
Coefficient of variation (CV)	0.18858298
Kurtosis	5.4758647
Mean	81.796087
Median Absolute Deviation (MAD)	10.05
Skewness	-1.3386428
Sum	18813.1
Variance	237.94143
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
88.3	4	1.7%
79.2	3	1.3%
80.7	3	1.3%
74.7	3	1.3%
60.0	3	1.3%
91.3	3	1.3%
64.9	3	1.3%
80.0	3	1.3%
78.3	2	0.9%
93.5	2	0.9%
Other values (168)	201	87.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	2	0.9%
43.0	1	0.4%
50.2	1	0.4%
52.3	1	0.4%
56.1	1	0.4%
57.2	1	0.4%
58.8	1	0.4%
59.0	2	0.9%
59.3	1	0.4%
59.4	2	0.9%

Value	Count	Frequency (%)
109.1	1	0.4%
108.2	1	0.4%
108.1	1	0.4%
107.6	1	0.4%
106.7	1	0.4%
106.6	1	0.4%
105.7	1	0.4%
105.1	2	0.9%
104.4	1	0.4%
103.9	1	0.4%

사업용_승합차
Real number (ℝ)

HIGH CORRELATION

Distinct	216
Distinct (%)	93.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	176.79391

Minimum	0
Maximum	500
Zeros	2
Zeros (%)	0.9%
Negative	0
Negative (%)	0.0%
Memory size	2.2 KiB

Quantile statistics

Minimum	0
5-th percentile	90.405
Q1	143.7
median	169.55
Q3	201.275
95-th percentile	286.295
Maximum	500
Range	500
Interquartile range (IQR)	57.575

Descriptive statistics

Standard deviation	60.938082
Coefficient of variation (CV)	0.34468428
Kurtosis	4.0044634
Mean	176.79391
Median Absolute Deviation (MAD)	28.65
Skewness	1.0275223
Sum	40662.6
Variance	3713.4498
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
178.1	2	0.9%
0.0	2	0.9%
207.9	2	0.9%
141.1	2	0.9%
140.4	2	0.9%
121.1	2	0.9%
164.4	2	0.9%
95.6	2	0.9%
184.3	2	0.9%
193.1	2	0.9%
Other values (206)	210	91.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	2	0.9%
40.4	1	0.4%
50.9	1	0.4%
67.9	1	0.4%
74.1	1	0.4%
79.4	1	0.4%
87.1	1	0.4%
87.9	1	0.4%
88.0	1	0.4%
89.1	1	0.4%

Value	Count	Frequency (%)
500.0	1	0.4%
365.6	1	0.4%
360.2	1	0.4%
347.5	1	0.4%
332.5	1	0.4%
327.3	1	0.4%
323.5	1	0.4%
313.9	1	0.4%
307.8	1	0.4%
300.8	1	0.4%

사업용_화물차
Real number (ℝ)

HIGH CORRELATION

Distinct	203
Distinct (%)	88.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	132.28478

Minimum	0
Maximum	208
Zeros	2
Zeros (%)	0.9%
Negative	0
Negative (%)	0.0%
Memory size	2.2 KiB

Quantile statistics

Minimum	0
5-th percentile	75.94
Q1	113.075
median	134.15
Q3	155.15
95-th percentile	180.575
Maximum	208
Range	208
Interquartile range (IQR)	42.075

Descriptive statistics

Standard deviation	34.468487
Coefficient of variation (CV)	0.26056275
Kurtosis	1.7643684
Mean	132.28478
Median Absolute Deviation (MAD)	21.25
Skewness	-0.86746305
Sum	30425.5
Variance	1188.0766
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
95.6	2	0.9%
132.5	2	0.9%
120.4	2	0.9%
165.6	2	0.9%
135.4	2	0.9%
132.9	2	0.9%
169.3	2	0.9%
145.4	2	0.9%
122.3	2	0.9%
158.2	2	0.9%
Other values (193)	210	91.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	2	0.9%
21.2	1	0.4%
28.1	1	0.4%
30.2	1	0.4%
45.1	1	0.4%
55.1	1	0.4%
59.7	1	0.4%
61.3	1	0.4%
65.5	1	0.4%
72.2	1	0.4%

Value	Count	Frequency (%)
208.0	1	0.4%
206.8	1	0.4%
204.9	1	0.4%
192.7	1	0.4%
192.1	1	0.4%
190.8	1	0.4%
186.0	1	0.4%
184.5	1	0.4%
182.6	1	0.4%
182.3	1	0.4%

사업용_특수차
Real number (ℝ)

HIGH CORRELATION

Distinct	216
Distinct (%)	93.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	128.06913

Minimum	0
Maximum	316.8
Zeros	2
Zeros (%)	0.9%
Negative	0
Negative (%)	0.0%
Memory size	2.2 KiB

Quantile statistics

Minimum	0
5-th percentile	31.075
Q1	70.35
median	129.1
Q3	179.35
95-th percentile	229
Maximum	316.8
Range	316.8
Interquartile range (IQR)	109

Descriptive statistics

Standard deviation	65.460246
Coefficient of variation (CV)	0.51113212
Kurtosis	-0.72207246
Mean	128.06913
Median Absolute Deviation (MAD)	56
Skewness	0.18210516
Sum	29455.9
Variance	4285.0438
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
51.3	2	0.9%
185.7	2	0.9%
192.8	2	0.9%
212.5	2	0.9%
51.0	2	0.9%
73.1	2	0.9%
155.7	2	0.9%
204.9	2	0.9%
125.0	2	0.9%
0.0	2	0.9%
Other values (206)	210	91.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	2	0.9%
8.7	1	0.4%
10.1	1	0.4%
18.6	1	0.4%
19.7	1	0.4%
23.7	1	0.4%
25.1	1	0.4%
26.2	1	0.4%
28.7	1	0.4%
29.9	1	0.4%

Value	Count	Frequency (%)
316.8	1	0.4%
296.3	1	0.4%
266.1	1	0.4%
256.4	1	0.4%
254.4	1	0.4%
248.8	1	0.4%
244.0	1	0.4%
243.2	1	0.4%
239.8	1	0.4%
232.5	1	0.4%

Phik (φk)
Auto

Heatmap
Table

	시도	전체_계	전체_승용차	전체_승합차	전체_화물차	전체_특수차	비사업용_계	비사업용_승용차	비사업용_승합차	비사업용_화물차	비사업용_특수차	사업용_계	사업용_승용차	사업용_승합차	사업용_화물차	사업용_특수차
시도	1.000	0.330	0.595	0.000	0.466	0.419	0.647	0.647	0.563	0.598	0.279	0.407	0.305	0.443	0.420	0.549
전체_계	0.330	1.000	0.917	0.837	0.893	0.577	0.840	0.704	0.926	0.921	0.605	0.866	0.764	0.657	0.725	0.406
전체_승용차	0.595	0.917	1.000	0.802	0.805	0.286	0.803	0.802	0.937	0.887	0.619	0.832	0.799	0.695	0.727	0.378
전체_승합차	0.000	0.837	0.802	1.000	0.645	0.205	0.662	0.656	0.815	0.858	0.526	0.902	0.624	0.859	0.643	0.254
전체_화물차	0.466	0.893	0.805	0.645	1.000	0.685	0.934	0.919	0.835	0.836	0.639	0.624	0.811	0.610	0.831	0.441
전체_특수차	0.419	0.577	0.286	0.205	0.685	1.000	0.551	0.436	0.372	0.376	0.451	0.470	0.358	0.351	0.656	0.912
비사업용_계	0.647	0.840	0.803	0.662	0.934	0.551	1.000	0.950	0.870	0.834	0.674	0.630	0.807	0.657	0.885	0.499
비사업용_승용차	0.647	0.704	0.802	0.656	0.919	0.436	0.950	1.000	0.816	0.745	0.668	0.608	0.743	0.635	0.861	0.497
비사업용_승합차	0.563	0.926	0.937	0.815	0.835	0.372	0.870	0.816	1.000	0.926	0.676	0.786	0.833	0.657	0.737	0.316
비사업용_화물차	0.598	0.921	0.887	0.858	0.836	0.376	0.834	0.745	0.926	1.000	0.612	0.781	0.763	0.639	0.703	0.334
비사업용_특수차	0.279	0.605	0.619	0.526	0.639	0.451	0.674	0.668	0.676	0.612	1.000	0.447	0.643	0.764	0.601	0.352
사업용_계	0.407	0.866	0.832	0.902	0.624	0.470	0.630	0.608	0.786	0.781	0.447	1.000	0.619	0.789	0.700	0.503
사업용_승용차	0.305	0.764	0.799	0.624	0.811	0.358	0.807	0.743	0.833	0.763	0.643	0.619	1.000	0.638	0.708	0.345
사업용_승합차	0.443	0.657	0.695	0.859	0.610	0.351	0.657	0.635	0.657	0.639	0.764	0.789	0.638	1.000	0.568	0.375
사업용_화물차	0.420	0.725	0.727	0.643	0.831	0.656	0.885	0.861	0.737	0.703	0.601	0.700	0.708	0.568	1.000	0.635
사업용_특수차	0.549	0.406	0.378	0.254	0.441	0.912	0.499	0.497	0.316	0.334	0.352	0.503	0.345	0.375	0.635	1.000

Heatmap
Table

	전체_계	전체_승용차	전체_승합차	전체_화물차	전체_특수차	비사업용_계	비사업용_승용차	비사업용_승합차	비사업용_화물차	비사업용_특수차	사업용_계	사업용_승용차	사업용_승합차	사업용_화물차	사업용_특수차	시도
전체_계	1.000	0.588	0.442	0.274	0.502	0.654	0.473	0.482	0.113	0.180	0.497	-0.194	0.149	0.570	0.485	0.153
전체_승용차	0.588	1.000	0.105	-0.468	0.072	0.816	0.906	0.758	-0.478	-0.089	0.217	-0.099	-0.033	0.200	0.227	0.316
전체_승합차	0.442	0.105	1.000	0.271	0.201	0.219	0.073	0.176	0.267	0.225	0.306	-0.051	0.645	0.155	0.117	0.000
전체_화물차	0.274	-0.468	0.271	1.000	0.352	-0.197	-0.502	-0.298	0.864	0.314	0.123	-0.122	0.091	0.369	0.159	0.199
전체_특수차	0.502	0.072	0.201	0.352	1.000	0.127	0.047	0.022	0.153	0.342	0.461	-0.025	0.079	0.547	0.917	0.175
비사업용_계	0.654	0.816	0.219	-0.197	0.127	1.000	0.893	0.838	-0.163	0.096	0.381	-0.111	0.163	0.278	0.221	0.389
비사업용_승용차	0.473	0.906	0.073	-0.502	0.047	0.893	1.000	0.846	-0.521	-0.071	0.375	0.001	0.092	0.216	0.221	0.388
비사업용_승합차	0.482	0.758	0.176	-0.298	0.022	0.838	0.846	1.000	-0.299	0.006	0.328	-0.044	0.125	0.214	0.151	0.292
비사업용_화물차	0.113	-0.478	0.267	0.864	0.153	-0.163	-0.521	-0.299	1.000	0.372	-0.128	-0.144	0.145	0.076	-0.042	0.318
비사업용_특수차	0.180	-0.089	0.225	0.314	0.342	0.096	-0.071	0.006	0.372	1.000	0.059	-0.018	0.185	0.194	0.159	0.115
사업용_계	0.497	0.217	0.306	0.123	0.461	0.381	0.375	0.328	-0.128	0.059	1.000	0.335	0.432	0.633	0.476	0.194
사업용_승용차	-0.194	-0.099	-0.051	-0.122	-0.025	-0.111	0.001	-0.044	-0.144	-0.018	0.335	1.000	0.217	-0.101	-0.051	0.108
사업용_승합차	0.149	-0.033	0.645	0.091	0.079	0.163	0.092	0.125	0.145	0.185	0.432	0.217	1.000	0.048	0.040	0.196
사업용_화물차	0.570	0.200	0.155	0.369	0.547	0.278	0.216	0.214	0.076	0.194	0.633	-0.101	0.048	1.000	0.549	0.175
사업용_특수차	0.485	0.227	0.117	0.159	0.917	0.221	0.221	0.151	-0.042	0.159	0.476	-0.051	0.040	0.549	1.000	0.246
시도	0.153	0.316	0.000	0.199	0.175	0.389	0.388	0.292	0.318	0.115	0.194	0.108	0.196	0.175	0.246	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

	시도	시군구	전체_계	전체_승용차	전체_승합차	전체_화물차	전체_특수차	비사업용_계	비사업용_승용차	비사업용_승합차	비사업용_화물차	비사업용_특수차	사업용_계	사업용_승용차	사업용_승합차	사업용_화물차	사업용_특수차
0	서울특별시	종로구	32.7	29.6	41.5	46.6	73.7	29.7	29.0	28.5	37.1	11.5	121.3	79.2	193.5	113.6	215.4
1	서울특별시	중 구	37.9	32.6	46.9	59.4	155.7	32.4	30.0	40.7	43.8	23.0	81.2	59.0	100.4	114.5	256.4
2	서울특별시	용산구	32.1	29.8	36.3	50.1	25.8	30.2	29.0	33.1	41.4	20.9	91.8	78.2	137.0	101.9	81.2
3	서울특별시	성동구	37.5	33.0	76.9	55.6	42.0	31.0	29.1	34.2	45.5	33.3	96.9	77.8	158.1	121.4	48.4
4	서울특별시	광진구	34.8	31.8	49.2	49.8	52.9	31.7	30.1	36.3	41.4	34.4	94.0	78.5	155.2	111.8	56.1
5	서울특별시	동대문구	34.1	30.9	38.3	52.1	42.1	30.5	28.9	34.8	40.5	33.4	100.6	91.0	143.4	112.9	48.5
6	서울특별시	중랑구	37.1	33.3	52.4	54.2	43.0	32.1	30.1	36.5	43.3	35.2	103.4	96.6	175.7	105.6	45.6
7	서울특별시	성북구	33.0	29.7	62.8	49.1	34.1	29.3	28.1	33.8	40.1	32.8	115.8	98.0	182.5	102.9	35.1
8	서울특별시	강북구	39.9	31.3	61.2	77.1	36.0	30.3	28.8	33.7	40.0	34.7	135.6	93.7	193.0	153.1	36.7
9	서울특별시	도봉구	35.3	32.2	51.7	51.9	38.3	30.7	29.1	35.5	41.8	31.9	105.4	100.3	176.6	102.8	41.3

	시도	시군구	전체_계	전체_승용차	전체_승합차	전체_화물차	전체_특수차	비사업용_계	비사업용_승용차	비사업용_승합차	비사업용_화물차	비사업용_특수차	사업용_계	사업용_승용차	사업용_승합차	사업용_화물차	사업용_특수차
220	경상남도	창녕군	37.0	37.7	47.1	33.6	66.6	35.7	37.2	39.0	31.6	33.2	91.6	65.1	168.8	104.1	125.0
221	경상남도	고성군	37.7	37.9	47.3	35.1	76.5	36.2	37.2	39.4	33.1	45.5	102.4	78.7	140.9	129.8	107.0
222	경상남도	남해군	36.3	37.0	70.4	30.5	41.8	34.3	36.3	40.8	29.4	29.0	129.8	88.3	243.3	86.7	65.6
223	경상남도	하동군	37.4	39.1	48.4	32.0	149.1	36.1	38.7	42.9	30.6	36.6	131.9	97.4	189.1	108.1	218.8
224	경상남도	산청군	41.5	40.0	50.7	40.3	171.0	37.7	39.7	44.4	33.7	27.2	181.6	100.1	148.5	186.0	229.0
225	경상남도	함양군	37.2	38.1	63.5	32.9	65.1	35.6	37.6	41.3	31.6	32.1	119.7	74.7	290.1	97.8	125.0
226	경상남도	거창군	35.5	34.1	64.2	32.7	140.8	33.1	33.8	38.0	31.0	32.0	163.4	92.3	251.8	120.4	189.9
227	경상남도	합천군	37.0	37.5	49.2	33.9	125.4	35.3	37.2	38.0	31.5	35.5	121.3	94.4	174.6	100.8	209.5
228	제주특별자치도	제주시	45.3	46.4	59.2	34.9	40.4	31.0	30.5	32.6	32.6	26.9	64.7	65.0	87.9	45.1	52.2
229	제주특별자치도	서귀포시	32.9	33.2	42.1	30.7	44.4	31.7	32.4	33.5	29.7	29.1	101.7	93.7	203.5	86.7	68.6

Overview

Variables

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Space Separator

Most occurring scripts

Most frequent character per script

Hangul

Common

Most occurring blocks

Most frequent character per block

Hangul

ASCII

Interactions

Correlations

Missing values

Sample