gimi9 Pandas Profiling

Dataset statistics

Number of variables	38
Number of observations	60
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	20.1 KiB
Average record size in memory	343.2 B

Variable types

Text	1
Numeric	30
Categorical	7

Dataset

Description	한국교통안전공단 자동차검사관리시스템을 통해 수집되는 자동차검사소의 검사 정보 (자동차 부적합된 자동차 정보)
URL	https://www.data.go.kr/data/15047451/fileData.do

Alerts

`액화` has constant value ""	Constant
`엘피지(LPG)` has constant value ""	Constant
`조속` is highly imbalanced (74.3%)	Imbalance
`수리` is highly imbalanced (70.3%)	Imbalance
`검사소` has unique values	Unique
`등화` has unique values	Unique
`제동력` has unique values	Unique
`전조등` has unique values	Unique
`동력` has 5 (8.3%) zeros	Zeros
`조향` has 5 (8.3%) zeros	Zeros
`제동` has 1 (1.7%) zeros	Zeros
`완충` has 3 (5.0%) zeros	Zeros
`연료` has 1 (1.7%) zeros	Zeros
`전기` has 1 (1.7%) zeros	Zeros
`차체` has 1 (1.7%) zeros	Zeros
`연결` has 4 (6.7%) zeros	Zeros
`승차` has 1 (1.7%) zeros	Zeros
`물품` has 1 (1.7%) zeros	Zeros
`창유` has 1 (1.7%) zeros	Zeros
`배기` has 1 (1.7%) zeros	Zeros
`경보` has 1 (1.7%) zeros	Zeros
`시야` has 24 (40.0%) zeros	Zeros
`계기` has 1 (1.7%) zeros	Zeros
`기타` has 1 (1.7%) zeros	Zeros
`사이드` has 1 (1.7%) zeros	Zeros
`공기` has 1 (1.7%) zeros	Zeros
`배기가스` has 1 (1.7%) zeros	Zeros
`속도계` has 4 (6.7%) zeros	Zeros
`경적음` has 2 (3.3%) zeros	Zeros
`배기음` has 6 (10.0%) zeros	Zeros

Reproduction

Analysis started	2023-12-12 22:07:20.577574
Analysis finished	2023-12-12 22:07:20.889790
Duration	0.31 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

검사소
Text

UNIQUE

Distinct	60
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	612.0 B

Length

Max length	9
Median length	8
Mean length	8.1166667
Min length	8

Characters and Unicode

Total characters	487
Distinct characters	73
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	60 ?
Unique (%)	100.0%

Sample

1st row	강남자동차검사소
2nd row	성산자동차검사소
3rd row	노원자동차검사소
4th row	구로자동차검사소
5th row	성동자동차검사소

Value	Count	Frequency (%)
강남자동차검사소	1	1.7%
성산자동차검사소	1	1.7%
원주자동차검사소	1	1.7%
울산자동차검사소	1	1.7%
수원자동차검사소	1	1.7%
성남자동차검사소	1	1.7%
안양자동차검사소	1	1.7%
서수원자동차검사소	1	1.7%
용인자동차검사소	1	1.7%
안산자동차검사소	1	1.7%
Other values (50)	50	83.3%

Most occurring characters

Value	Count	Frequency (%)
동	63	12.9%
사	61	12.5%
검	60	12.3%
소	60	12.3%
자	59	12.1%
차	59	12.1%
주	12	2.5%
천	6	1.2%
원	6	1.2%
성	5	1.0%
Other values (63)	96	19.7%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	485	99.6%
Uppercase Letter	2	0.4%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	63	13.0%
사	61	12.6%
검	60	12.4%
소	60	12.4%
자	59	12.2%
차	59	12.2%
주	12	2.5%
천	6	1.2%
원	6	1.2%
성	5	1.0%
Other values (61)	94	19.4%

Uppercase Letter

Value	Count	Frequency (%)
T	1	50.0%
S	1	50.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	485	99.6%
Latin	2	0.4%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	63	13.0%
사	61	12.6%
검	60	12.4%
소	60	12.4%
자	59	12.2%
차	59	12.2%
주	12	2.5%
천	6	1.2%
원	6	1.2%
성	5	1.0%
Other values (61)	94	19.4%

Latin

Value	Count	Frequency (%)
T	1	50.0%
S	1	50.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	485	99.6%
ASCII	2	0.4%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
동	63	13.0%
사	61	12.6%
검	60	12.4%
소	60	12.4%
자	59	12.2%
차	59	12.2%
주	12	2.5%
천	6	1.2%
원	6	1.2%
성	5	1.0%
Other values (61)	94	19.4%

ASCII

Value	Count	Frequency (%)
T	1	50.0%
S	1	50.0%

동일
Real number (ℝ)

Distinct	59
Distinct (%)	98.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	651.76667

Minimum	2
Maximum	1820
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	672.0 B

Quantile statistics

Minimum	2
5-th percentile	131.15
Q1	370.75
median	553
Q3	858
95-th percentile	1533.8
Maximum	1820
Range	1818
Interquartile range (IQR)	487.25

Descriptive statistics

Standard deviation	407.18402
Coefficient of variation (CV)	0.62473895
Kurtosis	0.90297774
Mean	651.76667
Median Absolute Deviation (MAD)	200.5
Skewness	1.0825253
Sum	39106
Variance	165798.83
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
556	2	3.3%
879	1	1.7%
618	1	1.7%
716	1	1.7%
723	1	1.7%
1116	1	1.7%
746	1	1.7%
1213	1	1.7%
1568	1	1.7%
1076	1	1.7%
Other values (49)	49	81.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2	1	1.7%
72	1	1.7%
115	1	1.7%
132	1	1.7%
192	1	1.7%
222	1	1.7%
246	1	1.7%
309	1	1.7%
315	1	1.7%
325	1	1.7%

Value	Count	Frequency (%)
1820	1	1.7%
1740	1	1.7%
1568	1	1.7%
1532	1	1.7%
1390	1	1.7%
1301	1	1.7%
1213	1	1.7%
1116	1	1.7%
1076	1	1.7%
1060	1	1.7%

원동
Real number (ℝ)

Distinct	59
Distinct (%)	98.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	570.46667

Minimum	3
Maximum	2397
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	672.0 B

Quantile statistics

Minimum	3
5-th percentile	24.85
Q1	110
median	345
Q3	880.25
95-th percentile	1686.85
Maximum	2397
Range	2394
Interquartile range (IQR)	770.25

Descriptive statistics

Standard deviation	575.7053
Coefficient of variation (CV)	1.0091831
Kurtosis	0.88107195
Mean	570.46667
Median Absolute Deviation (MAD)	299
Skewness	1.2158001
Sum	34228
Variance	331436.59
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
795	2	3.3%
1335	1	1.7%
27	1	1.7%
1169	1	1.7%
1683	1	1.7%
1166	1	1.7%
1517	1	1.7%
1956	1	1.7%
813	1	1.7%
298	1	1.7%
Other values (49)	49	81.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3	1	1.7%
9	1	1.7%
22	1	1.7%
25	1	1.7%
27	1	1.7%
29	1	1.7%
30	1	1.7%
40	1	1.7%
52	1	1.7%
54	1	1.7%

Value	Count	Frequency (%)
2397	1	1.7%
1956	1	1.7%
1760	1	1.7%
1683	1	1.7%
1668	1	1.7%
1517	1	1.7%
1512	1	1.7%
1335	1	1.7%
1172	1	1.7%
1169	1	1.7%

동력
Real number (ℝ)

ZEROS

Distinct	23
Distinct (%)	38.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	8.6

Minimum	0
Maximum	33
Zeros	5
Zeros (%)	8.3%
Negative	0
Negative (%)	0.0%
Memory size	672.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	3
median	6
Q3	13
95-th percentile	22.15
Maximum	33
Range	33
Interquartile range (IQR)	10

Descriptive statistics

Standard deviation	7.7704351
Coefficient of variation (CV)	0.90353896
Kurtosis	0.93496674
Mean	8.6
Median Absolute Deviation (MAD)	4
Skewness	1.1989648
Sum	516
Variance	60.379661
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=23)

Value	Count	Frequency (%)
3	7	11.7%
2	7	11.7%
6	6	10.0%
4	5	8.3%
0	5	8.3%
7	4	6.7%
12	4	6.7%
13	3	5.0%
22	2	3.3%
14	2	3.3%
Other values (13)	15	25.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	5	8.3%
1	1	1.7%
2	7	11.7%
3	7	11.7%
4	5	8.3%
5	2	3.3%
6	6	10.0%
7	4	6.7%
8	1	1.7%
10	1	1.7%

Value	Count	Frequency (%)
33	1	1.7%
29	1	1.7%
25	1	1.7%
22	2	3.3%
21	1	1.7%
20	2	3.3%
19	1	1.7%
16	1	1.7%
15	1	1.7%
14	2	3.3%

주행
Real number (ℝ)

Distinct	58
Distinct (%)	96.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	433.91667

Minimum	3
Maximum	2347
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	672.0 B

Quantile statistics

Minimum	3
5-th percentile	33.75
Q1	148
median	292.5
Q3	593.25
95-th percentile	1301.45
Maximum	2347
Range	2344
Interquartile range (IQR)	445.25

Descriptive statistics

Standard deviation	444.37525
Coefficient of variation (CV)	1.0241028
Kurtosis	6.1231348
Mean	433.91667
Median Absolute Deviation (MAD)	197
Skewness	2.1894635
Sum	26035
Variance	197469.37
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
205	3	5.0%
653	1	1.7%
46	1	1.7%
363	1	1.7%
785	1	1.7%
293	1	1.7%
362	1	1.7%
584	1	1.7%
1300	1	1.7%
373	1	1.7%
Other values (48)	48	80.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3	1	1.7%
23	1	1.7%
29	1	1.7%
34	1	1.7%
46	1	1.7%
67	1	1.7%
70	1	1.7%
71	1	1.7%
73	1	1.7%
75	1	1.7%

Value	Count	Frequency (%)
2347	1	1.7%
1850	1	1.7%
1329	1	1.7%
1300	1	1.7%
1022	1	1.7%
992	1	1.7%
919	1	1.7%
853	1	1.7%
785	1	1.7%
745	1	1.7%

조종
Categorical

Distinct	4
Distinct (%)	6.7%
Missing	0
Missing (%)	0.0%
Memory size	612.0 B

0	46
1	10
2	3
4	1

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Unique

Unique	1 ?
Unique (%)	1.7%

Sample

1st row	0
2nd row	0
3rd row	1
4th row	1
5th row	0

Common Values

Value	Count	Frequency (%)
0	46	76.7%
1	10	16.7%
2	3	5.0%
4	1	1.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	46	76.7%
1	10	16.7%
2	3	5.0%
4	1	1.7%

조향
Real number (ℝ)

ZEROS

Distinct	31
Distinct (%)	51.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	18.666667

Minimum	0
Maximum	257
Zeros	5
Zeros (%)	8.3%
Negative	0
Negative (%)	0.0%
Memory size	672.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	3
median	11
Q3	20
95-th percentile	50.5
Maximum	257
Range	257
Interquartile range (IQR)	17

Descriptive statistics

Standard deviation	34.830664
Coefficient of variation (CV)	1.8659284
Kurtosis	38.224042
Mean	18.666667
Median Absolute Deviation (MAD)	8
Skewness	5.7163808
Sum	1120
Variance	1213.1751
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=31)

Value	Count	Frequency (%)
2	5	8.3%
0	5	8.3%
7	4	6.7%
3	3	5.0%
11	3	5.0%
1	3	5.0%
18	3	5.0%
13	3	5.0%
23	3	5.0%
9	2	3.3%
Other values (21)	26	43.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	5	8.3%
1	3	5.0%
2	5	8.3%
3	3	5.0%
4	2	3.3%
5	1	1.7%
6	2	3.3%
7	4	6.7%
8	1	1.7%
9	2	3.3%

Value	Count	Frequency (%)
257	1	1.7%
79	1	1.7%
60	1	1.7%
50	1	1.7%
42	1	1.7%
37	1	1.7%
33	1	1.7%
31	1	1.7%
28	1	1.7%
27	1	1.7%

제동
Real number (ℝ)

ZEROS

Distinct	54
Distinct (%)	90.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	88.7

Minimum	0
Maximum	436
Zeros	1
Zeros (%)	1.7%
Negative	0
Negative (%)	0.0%
Memory size	672.0 B

Quantile statistics

Minimum	0
5-th percentile	2.95
Q1	32.25
median	61.5
Q3	136
95-th percentile	244.6
Maximum	436
Range	436
Interquartile range (IQR)	103.75

Descriptive statistics

Standard deviation	83.70819
Coefficient of variation (CV)	0.94372254
Kurtosis	4.6906667
Mean	88.7
Median Absolute Deviation (MAD)	42.5
Skewness	1.861101
Sum	5322
Variance	7007.061
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
136	3	5.0%
30	2	3.3%
53	2	3.3%
137	2	3.3%
75	2	3.3%
35	1	1.7%
177	1	1.7%
67	1	1.7%
90	1	1.7%
18	1	1.7%
Other values (44)	44	73.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	1.7%
1	1	1.7%
2	1	1.7%
3	1	1.7%
8	1	1.7%
9	1	1.7%
13	1	1.7%
15	1	1.7%
17	1	1.7%
18	1	1.7%

Value	Count	Frequency (%)
436	1	1.7%
334	1	1.7%
256	1	1.7%
244	1	1.7%
189	1	1.7%
188	1	1.7%
184	1	1.7%
177	1	1.7%
164	1	1.7%
150	1	1.7%

완충
Real number (ℝ)

ZEROS

Distinct	39
Distinct (%)	65.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	39.8

Minimum	0
Maximum	183
Zeros	3
Zeros (%)	5.0%
Negative	0
Negative (%)	0.0%
Memory size	672.0 B

Quantile statistics

Minimum	0
5-th percentile	1.9
Q1	10
median	25.5
Q3	53
95-th percentile	132.15
Maximum	183
Range	183
Interquartile range (IQR)	43

Descriptive statistics

Standard deviation	44.17331
Coefficient of variation (CV)	1.1098822
Kurtosis	2.1254955
Mean	39.8
Median Absolute Deviation (MAD)	21
Skewness	1.6401734
Sum	2388
Variance	1951.2814
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=39)

Value	Count	Frequency (%)
10	6	10.0%
4	3	5.0%
0	3	5.0%
2	3	5.0%
7	3	5.0%
32	2	3.3%
34	2	3.3%
26	2	3.3%
12	2	3.3%
25	2	3.3%
Other values (29)	32	53.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3	5.0%
2	3	5.0%
4	3	5.0%
5	1	1.7%
7	3	5.0%
8	1	1.7%
10	6	10.0%
11	1	1.7%
12	2	3.3%
13	1	1.7%

Value	Count	Frequency (%)
183	1	1.7%
168	1	1.7%
135	1	1.7%
132	1	1.7%
131	1	1.7%
130	1	1.7%
119	1	1.7%
105	1	1.7%
67	1	1.7%
64	1	1.7%

연료
Real number (ℝ)

ZEROS

Distinct	43
Distinct (%)	71.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	42.45

Minimum	0
Maximum	243
Zeros	1
Zeros (%)	1.7%
Negative	0
Negative (%)	0.0%
Memory size	672.0 B

Quantile statistics

Minimum	0
5-th percentile	7.9
Q1	15
median	30
Q3	61.75
95-th percentile	92.35
Maximum	243
Range	243
Interquartile range (IQR)	46.75

Descriptive statistics

Standard deviation	39.0117
Coefficient of variation (CV)	0.91900353
Kurtosis	10.617148
Mean	42.45
Median Absolute Deviation (MAD)	19
Skewness	2.526536
Sum	2547
Variance	1521.9127
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=43)

Value	Count	Frequency (%)
26	3	5.0%
92	3	5.0%
40	2	3.3%
11	2	3.3%
15	2	3.3%
12	2	3.3%
10	2	3.3%
20	2	3.3%
8	2	3.3%
84	2	3.3%
Other values (33)	38	63.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	1.7%
4	1	1.7%
6	1	1.7%
8	2	3.3%
9	2	3.3%
10	2	3.3%
11	2	3.3%
12	2	3.3%
14	1	1.7%
15	2	3.3%

Value	Count	Frequency (%)
243	1	1.7%
107	1	1.7%
99	1	1.7%
92	3	5.0%
85	1	1.7%
84	2	3.3%
77	1	1.7%
76	1	1.7%
73	1	1.7%
71	1	1.7%

전기
Real number (ℝ)

ZEROS

Distinct	50
Distinct (%)	83.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	80.15

Minimum	0
Maximum	195
Zeros	1
Zeros (%)	1.7%
Negative	0
Negative (%)	0.0%
Memory size	672.0 B

Quantile statistics

Minimum	0
5-th percentile	3.95
Q1	41
median	75.5
Q3	117.75
95-th percentile	171.15
Maximum	195
Range	195
Interquartile range (IQR)	76.75

Descriptive statistics

Standard deviation	51.30891
Coefficient of variation (CV)	0.64016107
Kurtosis	-0.72716178
Mean	80.15
Median Absolute Deviation (MAD)	38.5
Skewness	0.33957662
Sum	4809
Variance	2632.6042
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
83	3	5.0%
75	2	3.3%
78	2	3.3%
41	2	3.3%
141	2	3.3%
124	2	3.3%
50	2	3.3%
51	2	3.3%
33	2	3.3%
111	1	1.7%
Other values (40)	40	66.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	1.7%
2	1	1.7%
3	1	1.7%
4	1	1.7%
5	1	1.7%
7	1	1.7%
9	1	1.7%
15	1	1.7%
29	1	1.7%
33	2	3.3%

Value	Count	Frequency (%)
195	1	1.7%
184	1	1.7%
174	1	1.7%
171	1	1.7%
161	1	1.7%
156	1	1.7%
149	1	1.7%
141	2	3.3%
140	1	1.7%
134	1	1.7%

차체
Real number (ℝ)

ZEROS

Distinct	53
Distinct (%)	88.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	105.35

Minimum	0
Maximum	343
Zeros	1
Zeros (%)	1.7%
Negative	0
Negative (%)	0.0%
Memory size	672.0 B

Quantile statistics

Minimum	0
5-th percentile	14.75
Q1	45.75
median	90
Q3	126.75
95-th percentile	312.35
Maximum	343
Range	343
Interquartile range (IQR)	81

Descriptive statistics

Standard deviation	82.123682
Coefficient of variation (CV)	0.77953187
Kurtosis	1.6636387
Mean	105.35
Median Absolute Deviation (MAD)	41.5
Skewness	1.3687524
Sum	6321
Variance	6744.2992
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
24	2	3.3%
77	2	3.3%
125	2	3.3%
68	2	3.3%
66	2	3.3%
101	2	3.3%
118	2	3.3%
140	1	1.7%
148	1	1.7%
319	1	1.7%
Other values (43)	43	71.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	1.7%
3	1	1.7%
10	1	1.7%
15	1	1.7%
17	1	1.7%
18	1	1.7%
24	2	3.3%
26	1	1.7%
28	1	1.7%
37	1	1.7%

Value	Count	Frequency (%)
343	1	1.7%
330	1	1.7%
319	1	1.7%
312	1	1.7%
259	1	1.7%
255	1	1.7%
206	1	1.7%
189	1	1.7%
171	1	1.7%
163	1	1.7%

연결
Real number (ℝ)

ZEROS

Distinct	18
Distinct (%)	30.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.6333333

Minimum	0
Maximum	20
Zeros	4
Zeros (%)	6.7%
Negative	0
Negative (%)	0.0%
Memory size	672.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	3
median	5
Q3	9
95-th percentile	19
Maximum	20
Range	20
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	4.9367754
Coefficient of variation (CV)	0.7442375
Kurtosis	0.84833343
Mean	6.6333333
Median Absolute Deviation (MAD)	3
Skewness	1.0741105
Sum	398
Variance	24.371751
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=18)

Value	Count	Frequency (%)
4	8	13.3%
3	7	11.7%
2	6	10.0%
7	5	8.3%
9	5	8.3%
5	5	8.3%
0	4	6.7%
8	4	6.7%
10	3	5.0%
19	3	5.0%
Other values (8)	10	16.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	4	6.7%
1	1	1.7%
2	6	10.0%
3	7	11.7%
4	8	13.3%
5	5	8.3%
6	2	3.3%
7	5	8.3%
8	4	6.7%
9	5	8.3%

Value	Count	Frequency (%)
20	1	1.7%
19	3	5.0%
15	1	1.7%
14	1	1.7%
13	1	1.7%
12	1	1.7%
11	2	3.3%
10	3	5.0%
9	5	8.3%
8	4	6.7%

승차
Real number (ℝ)

ZEROS

Distinct	53
Distinct (%)	88.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	173.78333

Minimum	0
Maximum	694
Zeros	1
Zeros (%)	1.7%
Negative	0
Negative (%)	0.0%
Memory size	672.0 B

Quantile statistics

Minimum	0
5-th percentile	35.6
Q1	93.5
median	150
Q3	224.75
95-th percentile	336.65
Maximum	694
Range	694
Interquartile range (IQR)	131.25

Descriptive statistics

Standard deviation	120.0003
Coefficient of variation (CV)	0.69051671
Kurtosis	4.6903741
Mean	173.78333
Median Absolute Deviation (MAD)	62.5
Skewness	1.6433386
Sum	10427
Variance	14400.071
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
94	3	5.0%
223	2	3.3%
88	2	3.3%
168	2	3.3%
62	2	3.3%
156	2	3.3%
115	1	1.7%
311	1	1.7%
264	1	1.7%
216	1	1.7%
Other values (43)	43	71.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	1.7%
25	1	1.7%
28	1	1.7%
36	1	1.7%
51	1	1.7%
52	1	1.7%
54	1	1.7%
56	1	1.7%
62	2	3.3%
76	1	1.7%

Value	Count	Frequency (%)
694	1	1.7%
431	1	1.7%
368	1	1.7%
335	1	1.7%
329	1	1.7%
317	1	1.7%
313	1	1.7%
311	1	1.7%
310	1	1.7%
309	1	1.7%

물품
Real number (ℝ)

ZEROS

Distinct	51
Distinct (%)	85.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	83.883333

Minimum	0
Maximum	313
Zeros	1
Zeros (%)	1.7%
Negative	0
Negative (%)	0.0%
Memory size	672.0 B

Quantile statistics

Minimum	0
5-th percentile	16.95
Q1	46
median	68
Q3	109.25
95-th percentile	187.75
Maximum	313
Range	313
Interquartile range (IQR)	63.25

Descriptive statistics

Standard deviation	58.580407
Coefficient of variation (CV)	0.69835574
Kurtosis	2.9924806
Mean	83.883333
Median Absolute Deviation (MAD)	29
Skewness	1.4784991
Sum	5033
Variance	3431.6641
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
49	4	6.7%
46	3	5.0%
136	2	3.3%
41	2	3.3%
65	2	3.3%
62	2	3.3%
89	1	1.7%
101	1	1.7%
78	1	1.7%
116	1	1.7%
Other values (41)	41	68.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	1.7%
8	1	1.7%
16	1	1.7%
17	1	1.7%
22	1	1.7%
24	1	1.7%
30	1	1.7%
31	1	1.7%
32	1	1.7%
37	1	1.7%

Value	Count	Frequency (%)
313	1	1.7%
219	1	1.7%
202	1	1.7%
187	1	1.7%
175	1	1.7%
174	1	1.7%
172	1	1.7%
158	1	1.7%
136	2	3.3%
129	1	1.7%

창유
Real number (ℝ)

ZEROS

Distinct	46
Distinct (%)	76.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	42.566667

Minimum	0
Maximum	107
Zeros	1
Zeros (%)	1.7%
Negative	0
Negative (%)	0.0%
Memory size	672.0 B

Quantile statistics

Minimum	0
5-th percentile	9.9
Q1	23.5
median	39.5
Q3	58.25
95-th percentile	82
Maximum	107
Range	107
Interquartile range (IQR)	34.75

Descriptive statistics

Standard deviation	24.262244
Coefficient of variation (CV)	0.56998225
Kurtosis	-0.27232062
Mean	42.566667
Median Absolute Deviation (MAD)	18.5
Skewness	0.48679793
Sum	2554
Variance	588.6565
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=46)

Value	Count	Frequency (%)
31	4	6.7%
17	3	5.0%
49	3	5.0%
58	3	5.0%
80	2	3.3%
70	2	3.3%
38	2	3.3%
15	2	3.3%
82	2	3.3%
62	1	1.7%
Other values (36)	36	60.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	1.7%
3	1	1.7%
8	1	1.7%
10	1	1.7%
14	1	1.7%
15	2	3.3%
16	1	1.7%
17	3	5.0%
18	1	1.7%
19	1	1.7%

Value	Count	Frequency (%)
107	1	1.7%
99	1	1.7%
82	2	3.3%
80	2	3.3%
73	1	1.7%
72	1	1.7%
70	2	3.3%
64	1	1.7%
63	1	1.7%
62	1	1.7%

배기
Real number (ℝ)

ZEROS

Distinct	56
Distinct (%)	93.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	275.3

Minimum	0
Maximum	897
Zeros	1
Zeros (%)	1.7%
Negative	0
Negative (%)	0.0%
Memory size	672.0 B

Quantile statistics

Minimum	0
5-th percentile	53.95
Q1	146.5
median	198
Q3	358
95-th percentile	770.5
Maximum	897
Range	897
Interquartile range (IQR)	211.5

Descriptive statistics

Standard deviation	214.4227
Coefficient of variation (CV)	0.77886924
Kurtosis	1.1995765
Mean	275.3
Median Absolute Deviation (MAD)	89
Skewness	1.3496839
Sum	16518
Variance	45977.095
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
175	3	5.0%
243	2	3.3%
265	2	3.3%
85	1	1.7%
461	1	1.7%
768	1	1.7%
638	1	1.7%
897	1	1.7%
485	1	1.7%
211	1	1.7%
Other values (46)	46	76.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	1.7%
35	1	1.7%
53	1	1.7%
54	1	1.7%
59	1	1.7%
61	1	1.7%
67	1	1.7%
68	1	1.7%
78	1	1.7%
85	1	1.7%

Value	Count	Frequency (%)
897	1	1.7%
822	1	1.7%
818	1	1.7%
768	1	1.7%
714	1	1.7%
638	1	1.7%
583	1	1.7%
545	1	1.7%
533	1	1.7%
485	1	1.7%

등화
Real number (ℝ)

UNIQUE

Distinct	60
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	9700.7833

Minimum	23
Maximum	33158
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	672.0 B

Quantile statistics

Minimum	23
5-th percentile	1974.6
Q1	5466.5
median	7819.5
Q3	12989.75
95-th percentile	21682.15
Maximum	33158
Range	33135
Interquartile range (IQR)	7523.25

Descriptive statistics

Standard deviation	6495.8079
Coefficient of variation (CV)	0.66961685
Kurtosis	1.6406016
Mean	9700.7833
Median Absolute Deviation (MAD)	3864
Skewness	1.1464819
Sum	582047
Variance	42195521
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
15894	1	1.7%
3411	1	1.7%
10508	1	1.7%
19584	1	1.7%
15619	1	1.7%
11747	1	1.7%
15393	1	1.7%
19812	1	1.7%
16990	1	1.7%
9743	1	1.7%
Other values (50)	50	83.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
23	1	1.7%
1541	1	1.7%
1929	1	1.7%
1977	1	1.7%
2267	1	1.7%
2579	1	1.7%
2864	1	1.7%
3140	1	1.7%
3411	1	1.7%
3502	1	1.7%

Value	Count	Frequency (%)
33158	1	1.7%
22737	1	1.7%
22160	1	1.7%
21657	1	1.7%
19812	1	1.7%
19584	1	1.7%
18905	1	1.7%
17523	1	1.7%
16990	1	1.7%
15915	1	1.7%

경보
Real number (ℝ)

ZEROS

Distinct	49
Distinct (%)	81.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	52.816667

Minimum	0
Maximum	158
Zeros	1
Zeros (%)	1.7%
Negative	0
Negative (%)	0.0%
Memory size	672.0 B

Quantile statistics

Minimum	0
5-th percentile	6.95
Q1	26.75
median	46.5
Q3	74.25
95-th percentile	109.3
Maximum	158
Range	158
Interquartile range (IQR)	47.5

Descriptive statistics

Standard deviation	34.305453
Coefficient of variation (CV)	0.64951947
Kurtosis	1.0017645
Mean	52.816667
Median Absolute Deviation (MAD)	23
Skewness	0.97662814
Sum	3169
Variance	1176.8641
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=49)

Value	Count	Frequency (%)
75	3	5.0%
19	2	3.3%
38	2	3.3%
26	2	3.3%
49	2	3.3%
6	2	3.3%
43	2	3.3%
27	2	3.3%
74	2	3.3%
37	2	3.3%
Other values (39)	39	65.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	1.7%
6	2	3.3%
7	1	1.7%
9	1	1.7%
18	1	1.7%
19	2	3.3%
21	1	1.7%
22	1	1.7%
23	1	1.7%
24	1	1.7%

Value	Count	Frequency (%)
158	1	1.7%
146	1	1.7%
134	1	1.7%
108	1	1.7%
102	1	1.7%
99	1	1.7%
95	1	1.7%
91	1	1.7%
86	1	1.7%
81	1	1.7%

시야
Real number (ℝ)

ZEROS

Distinct	11
Distinct (%)	18.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.2333333

Minimum	0
Maximum	17
Zeros	24
Zeros (%)	40.0%
Negative	0
Negative (%)	0.0%
Memory size	672.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	2.25
95-th percentile	9.2
Maximum	17
Range	17
Interquartile range (IQR)	2.25

Descriptive statistics

Standard deviation	3.5480559
Coefficient of variation (CV)	1.5886817
Kurtosis	6.2788176
Mean	2.2333333
Median Absolute Deviation (MAD)	1
Skewness	2.4461341
Sum	134
Variance	12.588701
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=11)

Value	Count	Frequency (%)
0	24	40.0%
1	13	21.7%
2	8	13.3%
4	3	5.0%
3	3	5.0%
5	2	3.3%
13	2	3.3%
8	2	3.3%
9	1	1.7%
6	1	1.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	24	40.0%
1	13	21.7%
2	8	13.3%
3	3	5.0%
4	3	5.0%
5	2	3.3%
6	1	1.7%
8	2	3.3%
9	1	1.7%
13	2	3.3%

Value	Count	Frequency (%)
17	1	1.7%
13	2	3.3%
9	1	1.7%
8	2	3.3%
6	1	1.7%
5	2	3.3%
4	3	5.0%
3	3	5.0%
2	8	13.3%
1	13	21.7%

계기
Real number (ℝ)

ZEROS

Distinct	42
Distinct (%)	70.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	31.516667

Minimum	0
Maximum	95
Zeros	1
Zeros (%)	1.7%
Negative	0
Negative (%)	0.0%
Memory size	672.0 B

Quantile statistics

Minimum	0
5-th percentile	3.9
Q1	11
median	24.5
Q3	47
95-th percentile	80.35
Maximum	95
Range	95
Interquartile range (IQR)	36

Descriptive statistics

Standard deviation	25.122407
Coefficient of variation (CV)	0.79711496
Kurtosis	-0.067222353
Mean	31.516667
Median Absolute Deviation (MAD)	16
Skewness	0.87849111
Sum	1891
Variance	631.13531
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=42)

Value	Count	Frequency (%)
11	3	5.0%
18	3	5.0%
5	3	5.0%
14	2	3.3%
24	2	3.3%
80	2	3.3%
25	2	3.3%
34	2	3.3%
6	2	3.3%
9	2	3.3%
Other values (32)	37	61.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	1.7%
1	1	1.7%
2	1	1.7%
4	1	1.7%
5	3	5.0%
6	2	3.3%
7	1	1.7%
8	1	1.7%
9	2	3.3%
10	1	1.7%

Value	Count	Frequency (%)
95	1	1.7%
91	1	1.7%
87	1	1.7%
80	2	3.3%
71	1	1.7%
70	2	3.3%
57	1	1.7%
53	1	1.7%
52	2	3.3%
51	1	1.7%

액화
Categorical

CONSTANT

Distinct	1
Distinct (%)	1.7%
Missing	0
Missing (%)	0.0%
Memory size	612.0 B

0	60

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	60	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	60	100.0%

조속
Categorical

IMBALANCE

Distinct	3
Distinct (%)	5.0%
Missing	0
Missing (%)	0.0%
Memory size	612.0 B

0	56
1	3
2	1

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Unique

Unique	1 ?
Unique (%)	1.7%

Sample

1st row	2
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	56	93.3%
1	3	5.0%
2	1	1.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	56	93.3%
1	3	5.0%
2	1	1.7%

촉매
Categorical

Distinct	5
Distinct (%)	8.3%
Missing	0
Missing (%)	0.0%
Memory size	612.0 B

0	46
1	7
2	4
3	2
4	1

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Unique

Unique	1 ?
Unique (%)	1.7%

Sample

1st row	0
2nd row	0
3rd row	1
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	46	76.7%
1	7	11.7%
2	4	6.7%
3	2	3.3%
4	1	1.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	46	76.7%
1	7	11.7%
2	4	6.7%
3	2	3.3%
4	1	1.7%

수리
Categorical

IMBALANCE

Distinct	4
Distinct (%)	6.7%
Missing	0
Missing (%)	0.0%
Memory size	612.0 B

0	54
1	4
5	1
3	1

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Unique

Unique	2 ?
Unique (%)	3.3%

Sample

1st row	1
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	54	90.0%
1	4	6.7%
5	1	1.7%
3	1	1.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	54	90.0%
1	4	6.7%
5	1	1.7%
3	1	1.7%

기타
Real number (ℝ)

ZEROS

Distinct	50
Distinct (%)	83.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	79.05

Minimum	0
Maximum	239
Zeros	1
Zeros (%)	1.7%
Negative	0
Negative (%)	0.0%
Memory size	672.0 B

Quantile statistics

Minimum	0
5-th percentile	7.8
Q1	35
median	67
Q3	118.5
95-th percentile	169.1
Maximum	239
Range	239
Interquartile range (IQR)	83.5

Descriptive statistics

Standard deviation	57.225224
Coefficient of variation (CV)	0.72391175
Kurtosis	-0.33733423
Mean	79.05
Median Absolute Deviation (MAD)	36.5
Skewness	0.63979541
Sum	4743
Variance	3274.7263
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
35	2	3.3%
54	2	3.3%
131	2	3.3%
158	2	3.3%
17	2	3.3%
10	2	3.3%
48	2	3.3%
79	2	3.3%
69	2	3.3%
11	2	3.3%
Other values (40)	40	66.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	1.7%
3	1	1.7%
4	1	1.7%
8	1	1.7%
10	2	3.3%
11	2	3.3%
14	1	1.7%
17	2	3.3%
22	1	1.7%
31	1	1.7%

Value	Count	Frequency (%)
239	1	1.7%
196	1	1.7%
171	1	1.7%
169	1	1.7%
168	1	1.7%
167	1	1.7%
158	2	3.3%
155	1	1.7%
152	1	1.7%
150	1	1.7%

사이드
Real number (ℝ)

ZEROS

Distinct	41
Distinct (%)	68.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	34.466667

Minimum	0
Maximum	137
Zeros	1
Zeros (%)	1.7%
Negative	0
Negative (%)	0.0%
Memory size	672.0 B

Quantile statistics

Minimum	0
5-th percentile	2
Q1	16
median	25.5
Q3	47.25
95-th percentile	84.95
Maximum	137
Range	137
Interquartile range (IQR)	31.25

Descriptive statistics

Standard deviation	29.432754
Coefficient of variation (CV)	0.85394837
Kurtosis	2.4095305
Mean	34.466667
Median Absolute Deviation (MAD)	16
Skewness	1.4580056
Sum	2068
Variance	866.28701
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=41)

Value	Count	Frequency (%)
19	4	6.7%
48	3	5.0%
2	3	5.0%
46	2	3.3%
27	2	3.3%
24	2	3.3%
18	2	3.3%
6	2	3.3%
10	2	3.3%
17	2	3.3%
Other values (31)	36	60.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	1.7%
1	1	1.7%
2	3	5.0%
3	1	1.7%
5	1	1.7%
6	2	3.3%
8	1	1.7%
10	2	3.3%
11	1	1.7%
14	1	1.7%

Value	Count	Frequency (%)
137	1	1.7%
123	1	1.7%
103	1	1.7%
84	1	1.7%
76	1	1.7%
71	1	1.7%
70	1	1.7%
69	1	1.7%
68	1	1.7%
67	1	1.7%

일산화탄소_탄화수소_질소산화물(CO_HC_NOX)
Real number (ℝ)

Distinct	59
Distinct (%)	98.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	314.13333

Minimum	4
Maximum	1165
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	672.0 B

Quantile statistics

Minimum	4
5-th percentile	59.8
Q1	179.5
median	255
Q3	402.75
95-th percentile	694.15
Maximum	1165
Range	1161
Interquartile range (IQR)	223.25

Descriptive statistics

Standard deviation	224.9786
Coefficient of variation (CV)	0.71618825
Kurtosis	2.710109
Mean	314.13333
Median Absolute Deviation (MAD)	108
Skewness	1.4433485
Sum	18848
Variance	50615.372
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
284	2	3.3%
686	1	1.7%
60	1	1.7%
216	1	1.7%
554	1	1.7%
563	1	1.7%
335	1	1.7%
476	1	1.7%
624	1	1.7%
392	1	1.7%
Other values (49)	49	81.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
4	1	1.7%
31	1	1.7%
56	1	1.7%
60	1	1.7%
64	1	1.7%
67	1	1.7%
73	1	1.7%
77	1	1.7%
110	1	1.7%
133	1	1.7%

Value	Count	Frequency (%)
1165	1	1.7%
860	1	1.7%
849	1	1.7%
686	1	1.7%
631	1	1.7%
624	1	1.7%
597	1	1.7%
563	1	1.7%
559	1	1.7%
554	1	1.7%

공기
Real number (ℝ)

ZEROS

Distinct	51
Distinct (%)	85.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	107.33333

Minimum	0
Maximum	256
Zeros	1
Zeros (%)	1.7%
Negative	0
Negative (%)	0.0%
Memory size	672.0 B

Quantile statistics

Minimum	0
5-th percentile	26.4
Q1	62
median	93.5
Q3	146.25
95-th percentile	244
Maximum	256
Range	256
Interquartile range (IQR)	84.25

Descriptive statistics

Standard deviation	64.252591
Coefficient of variation (CV)	0.59862663
Kurtosis	-0.25708126
Mean	107.33333
Median Absolute Deviation (MAD)	47
Skewness	0.59420462
Sum	6440
Variance	4128.3955
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
75	2	3.3%
32	2	3.3%
79	2	3.3%
34	2	3.3%
86	2	3.3%
244	2	3.3%
36	2	3.3%
62	2	3.3%
15	2	3.3%
192	1	1.7%
Other values (41)	41	68.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	1.7%
15	2	3.3%
27	1	1.7%
30	1	1.7%
32	2	3.3%
33	1	1.7%
34	2	3.3%
36	2	3.3%
55	1	1.7%
60	1	1.7%

Value	Count	Frequency (%)
256	1	1.7%
245	1	1.7%
244	2	3.3%
236	1	1.7%
192	1	1.7%
189	1	1.7%
187	1	1.7%
184	1	1.7%
171	1	1.7%
166	1	1.7%

매연
Real number (ℝ)

Distinct	54
Distinct (%)	90.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	534.61667

Minimum	5
Maximum	1647
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	672.0 B

Quantile statistics

Minimum	5
5-th percentile	211.5
Q1	313.25
median	460
Q3	657.25
95-th percentile	1159.5
Maximum	1647
Range	1642
Interquartile range (IQR)	344

Descriptive statistics

Standard deviation	314.66361
Coefficient of variation (CV)	0.58857801
Kurtosis	2.2217174
Mean	534.61667
Median Absolute Deviation (MAD)	166.5
Skewness	1.3272388
Sum	32077
Variance	99013.19
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
429	3	5.0%
227	2	3.3%
509	2	3.3%
397	2	3.3%
255	2	3.3%
740	1	1.7%
481	1	1.7%
419	1	1.7%
651	1	1.7%
752	1	1.7%
Other values (44)	44	73.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
5	1	1.7%
92	1	1.7%
145	1	1.7%
215	1	1.7%
227	2	3.3%
231	1	1.7%
234	1	1.7%
255	2	3.3%
286	1	1.7%
293	1	1.7%

Value	Count	Frequency (%)
1647	1	1.7%
1386	1	1.7%
1207	1	1.7%
1157	1	1.7%
1035	1	1.7%
990	1	1.7%
974	1	1.7%
864	1	1.7%
849	1	1.7%
808	1	1.7%

배기가스
Real number (ℝ)

ZEROS

Distinct	54
Distinct (%)	90.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	94.066667

Minimum	0
Maximum	610
Zeros	1
Zeros (%)	1.7%
Negative	0
Negative (%)	0.0%
Memory size	672.0 B

Quantile statistics

Minimum	0
5-th percentile	6.85
Q1	33.75
median	73.5
Q3	117.5
95-th percentile	232.95
Maximum	610
Range	610
Interquartile range (IQR)	83.75

Descriptive statistics

Standard deviation	97.646
Coefficient of variation (CV)	1.038051
Kurtosis	12.742065
Mean	94.066667
Median Absolute Deviation (MAD)	42
Skewness	2.9726342
Sum	5644
Variance	9534.7412
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
83	2	3.3%
79	2	3.3%
35	2	3.3%
105	2	3.3%
16	2	3.3%
95	2	3.3%
72	1	1.7%
33	1	1.7%
58	1	1.7%
145	1	1.7%
Other values (44)	44	73.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	1.7%
1	1	1.7%
4	1	1.7%
7	1	1.7%
13	1	1.7%
16	2	3.3%
17	1	1.7%
20	1	1.7%
23	1	1.7%
24	1	1.7%

Value	Count	Frequency (%)
610	1	1.7%
329	1	1.7%
289	1	1.7%
230	1	1.7%
225	1	1.7%
217	1	1.7%
186	1	1.7%
177	1	1.7%
171	1	1.7%
145	1	1.7%

제동력
Real number (ℝ)

UNIQUE

Distinct	60
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1474.7667

Minimum	22
Maximum	4014
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	672.0 B

Quantile statistics

Minimum	22
5-th percentile	451.45
Q1	873
median	1326.5
Q3	2013.75
95-th percentile	2710.05
Maximum	4014
Range	3992
Interquartile range (IQR)	1140.75

Descriptive statistics

Standard deviation	784.00487
Coefficient of variation (CV)	0.53161282
Kurtosis	0.88611533
Mean	1474.7667
Median Absolute Deviation (MAD)	495
Skewness	0.87530973
Sum	88486
Variance	614663.64
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
952	1	1.7%
385	1	1.7%
1373	1	1.7%
2590	1	1.7%
2400	1	1.7%
1744	1	1.7%
2009	1	1.7%
2336	1	1.7%
1298	1	1.7%
983	1	1.7%
Other values (50)	50	83.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
22	1	1.7%
385	1	1.7%
422	1	1.7%
453	1	1.7%
597	1	1.7%
666	1	1.7%
686	1	1.7%
688	1	1.7%
723	1	1.7%
748	1	1.7%

Value	Count	Frequency (%)
4014	1	1.7%
3420	1	1.7%
2920	1	1.7%
2699	1	1.7%
2590	1	1.7%
2498	1	1.7%
2479	1	1.7%
2421	1	1.7%
2400	1	1.7%
2336	1	1.7%

전조등
Real number (ℝ)

UNIQUE

Distinct	60
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4888.85

Minimum	47
Maximum	17154
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	672.0 B

Quantile statistics

Minimum	47
5-th percentile	822.3
Q1	2652
median	3972.5
Q3	6710.75
95-th percentile	10364.35
Maximum	17154
Range	17107
Interquartile range (IQR)	4058.75

Descriptive statistics

Standard deviation	3355.0541
Coefficient of variation (CV)	0.68626652
Kurtosis	1.7214091
Mean	4888.85
Median Absolute Deviation (MAD)	2034
Skewness	1.1231379
Sum	293331
Variance	11256388
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
9001	1	1.7%
1374	1	1.7%
5654	1	1.7%
8252	1	1.7%
9985	1	1.7%
5821	1	1.7%
9077	1	1.7%
9196	1	1.7%
8278	1	1.7%
5192	1	1.7%
Other values (50)	50	83.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
47	1	1.7%
604	1	1.7%
714	1	1.7%
828	1	1.7%
861	1	1.7%
1077	1	1.7%
1230	1	1.7%
1374	1	1.7%
1519	1	1.7%
1633	1	1.7%

Value	Count	Frequency (%)
17154	1	1.7%
12092	1	1.7%
10523	1	1.7%
10356	1	1.7%
9985	1	1.7%
9930	1	1.7%
9196	1	1.7%
9077	1	1.7%
9001	1	1.7%
8278	1	1.7%

속도계
Real number (ℝ)

ZEROS

Distinct	31
Distinct (%)	51.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	16.016667

Minimum	0
Maximum	71
Zeros	4
Zeros (%)	6.7%
Negative	0
Negative (%)	0.0%
Memory size	672.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	6.75
median	11
Q3	20
95-th percentile	45.15
Maximum	71
Range	71
Interquartile range (IQR)	13.25

Descriptive statistics

Standard deviation	14.737812
Coefficient of variation (CV)	0.92015477
Kurtosis	2.9779861
Mean	16.016667
Median Absolute Deviation (MAD)	5.5
Skewness	1.670041
Sum	961
Variance	217.20311
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=31)

Value	Count	Frequency (%)
11	6	10.0%
2	4	6.7%
6	4	6.7%
0	4	6.7%
9	4	6.7%
20	3	5.0%
10	3	5.0%
14	2	3.3%
13	2	3.3%
16	2	3.3%
Other values (21)	26	43.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	4	6.7%
1	1	1.7%
2	4	6.7%
3	1	1.7%
5	1	1.7%
6	4	6.7%
7	1	1.7%
8	2	3.3%
9	4	6.7%
10	3	5.0%

Value	Count	Frequency (%)
71	1	1.7%
56	1	1.7%
48	1	1.7%
45	1	1.7%
44	1	1.7%
39	1	1.7%
38	1	1.7%
35	1	1.7%
34	1	1.7%
29	1	1.7%

경적음
Real number (ℝ)

ZEROS

Distinct	42
Distinct (%)	70.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	37.8

Minimum	0
Maximum	173
Zeros	2
Zeros (%)	3.3%
Negative	0
Negative (%)	0.0%
Memory size	672.0 B

Quantile statistics

Minimum	0
5-th percentile	2.9
Q1	20.75
median	36.5
Q3	48.5
95-th percentile	76.7
Maximum	173
Range	173
Interquartile range (IQR)	27.75

Descriptive statistics

Standard deviation	27.882198
Coefficient of variation (CV)	0.73762428
Kurtosis	8.3093699
Mean	37.8
Median Absolute Deviation (MAD)	14
Skewness	2.0367264
Sum	2268
Variance	777.41695
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=42)

Value	Count	Frequency (%)
40	4	6.7%
24	4	6.7%
42	4	6.7%
35	3	5.0%
9	2	3.3%
0	2	3.3%
48	2	3.3%
51	2	3.3%
36	2	3.3%
20	2	3.3%
Other values (32)	33	55.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2	3.3%
1	1	1.7%
3	1	1.7%
4	1	1.7%
5	1	1.7%
9	2	3.3%
10	1	1.7%
11	2	3.3%
12	1	1.7%
19	1	1.7%

Value	Count	Frequency (%)
173	1	1.7%
91	1	1.7%
90	1	1.7%
76	1	1.7%
73	1	1.7%
68	1	1.7%
63	1	1.7%
62	1	1.7%
60	1	1.7%
57	1	1.7%

배기음
Real number (ℝ)

ZEROS

Distinct	23
Distinct (%)	38.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	8.65

Minimum	0
Maximum	40
Zeros	6
Zeros (%)	10.0%
Negative	0
Negative (%)	0.0%
Memory size	672.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2
median	3.5
Q3	12.5
95-th percentile	32.15
Maximum	40
Range	40
Interquartile range (IQR)	10.5

Descriptive statistics

Standard deviation	10.360985
Coefficient of variation (CV)	1.1978017
Kurtosis	1.7951986
Mean	8.65
Median Absolute Deviation (MAD)	3
Skewness	1.6060728
Sum	519
Variance	107.35
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=23)

Value	Count	Frequency (%)
2	10	16.7%
1	7	11.7%
3	7	11.7%
0	6	10.0%
15	4	6.7%
8	4	6.7%
6	3	5.0%
5	2	3.3%
7	2	3.3%
12	2	3.3%
Other values (13)	13	21.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	6	10.0%
1	7	11.7%
2	10	16.7%
3	7	11.7%
4	1	1.7%
5	2	3.3%
6	3	5.0%
7	2	3.3%
8	4	6.7%
9	1	1.7%

Value	Count	Frequency (%)
40	1	1.7%
38	1	1.7%
35	1	1.7%
32	1	1.7%
30	1	1.7%
29	1	1.7%
22	1	1.7%
21	1	1.7%
20	1	1.7%
19	1	1.7%

소음기타
Categorical

Distinct	5
Distinct (%)	8.3%
Missing	0
Missing (%)	0.0%
Memory size	612.0 B

0	35
1	17
2	5
3	2
18	1

Length

Max length	2
Median length	1
Mean length	1.0166667
Min length	1

Unique

Unique	1 ?
Unique (%)	1.7%

Sample

1st row	1
2nd row	18
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	35	58.3%
1	17	28.3%
2	5	8.3%
3	2	3.3%
18	1	1.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	35	58.3%
1	17	28.3%
2	5	8.3%
3	2	3.3%
18	1	1.7%

엘피지(LPG)
Categorical

CONSTANT

Distinct	1
Distinct (%)	1.7%
Missing	0
Missing (%)	0.0%
Memory size	612.0 B

0	60

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	60	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	60	100.0%

First rows
Last rows

	검사소	동일	원동	동력	주행	조종	조향	제동	완충	연료	전기	차체	연결	승차	물품	창유	배기	등화	경보	시야	계기	조속	촉매	수리	기타	사이드	일산화탄소_탄화수소_질소산화물(CO_HC_NOX)	공기	매연	배기가스	제동력	전조등	속도계	경적음	배기음	소음기타
0	강남자동차검사소	879	1335	20	653	0	2	35	10	40	124	74	4	223	49	62	190	15894	55	0	14	2	0	1	35	19	686	99	740	114	952	9001	39	26	4	1
1	성산자동차검사소	1820	2397	29	2347	0	11	436	132	61	171	330	14	694	219	99	545	33158	134	1	38	0	0	0	131	68	1165	256	1647	610	4014	17154	56	76	32	18
2	노원자동차검사소	1060	795	13	1850	1	12	48	57	77	156	94	9	313	136	80	376	22160	102	2	50	0	1	0	69	123	860	236	1157	79	2920	12092	45	62	15	0
3	구로자동차검사소	899	1760	15	681	1	0	189	62	71	174	126	10	309	175	70	822	22737	86	4	52	0	0	0	171	35	849	139	1207	171	1809	10523	48	73	15	0
4	성동자동차검사소	519	899	3	535	0	23	136	34	24	114	39	5	153	46	36	152	11579	28	1	17	0	0	0	50	21	514	64	353	73	1128	5531	22	45	5	0
5	상암자동차검사소	359	321	6	185	0	2	13	32	30	50	18	2	129	22	14	288	5853	7	0	2	0	0	0	11	17	234	34	294	27	877	4154	10	11	1	0
6	사하자동차검사소	340	56	5	136	0	0	164	5	26	50	125	4	117	77	29	68	7959	22	1	26	0	0	0	40	19	189	30	470	16	688	3405	6	20	0	0
7	주례자동차검사소	674	698	33	621	0	19	64	19	99	75	189	8	140	117	21	219	10515	37	2	20	0	2	0	196	42	220	55	399	53	1740	3964	15	52	2	0
8	해운대자동차검사소	528	508	8	163	1	9	334	4	42	113	68	7	230	86	49	175	15915	38	2	70	0	2	5	58	16	488	136	504	68	1834	7706	38	41	9	1
9	이현자동차검사소	496	513	2	156	0	3	39	10	17	83	71	4	104	31	26	129	6866	27	5	53	0	0	0	54	46	284	166	632	25	1232	3969	17	60	5	0

	검사소	동일	원동	동력	주행	조종	조향	제동	완충	연료	전기	차체	연결	승차	물품	창유	배기	등화	경보	시야	계기	조속	촉매	기타	사이드	일산화탄소_탄화수소_질소산화물(CO_HC_NOX)	공기	매연	배기가스	제동력	전조등	속도계	경적음	배기음	소음기타
50	전주자동차검사소	919	478	6	262	0	31	75	13	39	78	163	4	172	174	58	192	10598	69	17	39	0	0	102	20	279	151	570	119	1444	4915	19	28	3	0
51	군산자동차검사소	246	190	7	209	0	8	23	7	9	40	24	10	90	75	19	61	3502	76	0	18	0	0	36	1	144	60	384	17	748	1655	15	19	2	1
52	남원자동차검사소	309	30	6	23	0	5	15	60	12	2	37	2	92	39	17	78	1929	23	0	5	0	0	3	2	110	86	295	117	1277	1077	5	5	1	0
53	정읍자동차검사소	402	54	4	88	0	7	51	40	14	15	46	2	137	59	17	145	2864	21	0	14	0	1	17	17	64	75	286	105	1018	1519	20	48	3	0
54	익산자동차검사소	370	126	2	152	2	6	2	2	6	34	129	10	54	50	17	131	3747	29	0	4	0	0	31	5	133	32	215	24	666	2355	1	20	3	0
55	창원자동차검사소	588	946	25	745	1	6	256	12	92	117	101	2	128	46	49	352	12677	58	0	70	1	0	239	41	354	81	626	129	2275	6537	29	40	0	0
56	진주자동차검사소	549	338	6	211	0	33	37	7	23	52	45	6	156	49	52	187	6283	158	4	57	0	0	79	10	254	140	808	101	2195	5310	9	11	3	1
57	거창자동차검사소	115	9	0	67	0	11	127	16	27	5	28	12	52	41	41	54	3140	24	1	11	0	0	8	2	56	36	255	186	784	861	11	23	0	0
58	김해자동차검사소	409	81	3	263	0	20	133	21	11	75	67	19	168	84	38	67	6982	42	2	17	0	0	86	32	169	27	329	13	808	2904	3	21	19	1
59	제주자동차검사소	556	290	13	919	0	26	144	27	55	78	92	9	213	65	16	243	9212	33	0	46	0	0	62	46	264	150	676	225	2028	3419	13	37	3	1

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Uppercase Letter

Most occurring scripts

Most frequent character per script

Hangul

Latin

Most occurring blocks

Most frequent character per block

Hangul

ASCII

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Sample