gimi9 Pandas Profiling

Dataset statistics

Number of variables	16
Number of observations	100
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	13.8 KiB
Average record size in memory	141.3 B

Variable types

Numeric	9
Categorical	5
Text	2

Dataset

Description	샘플 데이터
Author	노바코스
URL	https://www.bigdata-environment.kr/user/data_market/detail.do?id=79f21800-4b3d-11ec-a893-4d3e48f9e980

Alerts

`도로종류` has constant value ""	Constant
`측정일` has constant value ""	Constant
`측정시간` has constant value ""	Constant
`기본키` is highly overall correlated with `측정구간`	High correlation
`연장((km))` is highly overall correlated with `측정구간`	High correlation
`좌표위치위도((°))` is highly overall correlated with `측정구간`	High correlation
`좌표위치경도((°))` is highly overall correlated with `측정구간`	High correlation
`co((g/km))` is highly overall correlated with `nox((g/km))` and 3 other fields	High correlation
`nox((g/km))` is highly overall correlated with `co((g/km))` and 3 other fields	High correlation
`hc((g/km))` is highly overall correlated with `co((g/km))` and 3 other fields	High correlation
`pm((g/km))` is highly overall correlated with `co((g/km))` and 3 other fields	High correlation
`co2((g/km))` is highly overall correlated with `co((g/km))` and 3 other fields	High correlation
`측정구간` is highly overall correlated with `기본키` and 3 other fields	High correlation
`기본키` has unique values	Unique
`co((g/km))` has 2 (2.0%) zeros	Zeros
`nox((g/km))` has 2 (2.0%) zeros	Zeros
`hc((g/km))` has 2 (2.0%) zeros	Zeros
`pm((g/km))` has 34 (34.0%) zeros	Zeros
`co2((g/km))` has 2 (2.0%) zeros	Zeros

Reproduction

Analysis started	2023-12-10 11:42:43.491805
Analysis finished	2023-12-10 11:42:58.650387
Duration	15.16 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

기본키
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	100
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	50.5

Minimum	1
Maximum	100
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	1
5-th percentile	5.95
Q1	25.75
median	50.5
Q3	75.25
95-th percentile	95.05
Maximum	100
Range	99
Interquartile range (IQR)	49.5

Descriptive statistics

Standard deviation	29.011492
Coefficient of variation (CV)	0.57448499
Kurtosis	-1.2
Mean	50.5
Median Absolute Deviation (MAD)	25
Skewness	0
Sum	5050
Variance	841.66667
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	1	1.0%
65	1	1.0%
75	1	1.0%
74	1	1.0%
73	1	1.0%
72	1	1.0%
71	1	1.0%
70	1	1.0%
69	1	1.0%
68	1	1.0%
Other values (90)	90	90.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1	1.0%
2	1	1.0%
3	1	1.0%
4	1	1.0%
5	1	1.0%
6	1	1.0%
7	1	1.0%
8	1	1.0%
9	1	1.0%
10	1	1.0%

Value	Count	Frequency (%)
100	1	1.0%
99	1	1.0%
98	1	1.0%
97	1	1.0%
96	1	1.0%
95	1	1.0%
94	1	1.0%
93	1	1.0%
92	1	1.0%
91	1	1.0%

도로종류
Categorical

CONSTANT

Distinct	1
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Memory size	932.0 B

건기연	100

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
건기연	100	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
건기연	100	100.0%

지점
Text

Distinct	50
Distinct (%)	50.0%
Missing	0
Missing (%)	0.0%
Memory size	932.0 B

Length

Max length	8
Median length	8
Mean length	8
Min length	8

Characters and Unicode

Total characters	800
Distinct characters	13
Distinct categories	4 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	[0526-3]
2nd row	[0526-3]
3rd row	[0527-2]
4th row	[0527-2]
5th row	[0529-0]

Value	Count	Frequency (%)
0526-3	2	2.0%
5915-0	2	2.0%
4617-0	2	2.0%
3811-0	2	2.0%
3813-1	2	2.0%
3814-0	2	2.0%
3818-0	2	2.0%
4209-1	2	2.0%
4209-2	2	2.0%
4212-1	2	2.0%
Other values (40)	80	80.0%

Most occurring characters

Value	Count	Frequency (%)
0	104	13.0%
1	104	13.0%
[	100	12.5%
-	100	12.5%
]	100	12.5%
3	64	8.0%
2	58	7.2%
4	56	7.0%
5	30	3.8%
6	30	3.8%
Other values (3)	54	6.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	500	62.5%
Open Punctuation	100	12.5%
Dash Punctuation	100	12.5%
Close Punctuation	100	12.5%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	104	20.8%
1	104	20.8%
3	64	12.8%
2	58	11.6%
4	56	11.2%
5	30	6.0%
6	30	6.0%
7	24	4.8%
8	18	3.6%
9	12	2.4%

Open Punctuation

Value	Count	Frequency (%)
[	100	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	100	100.0%

Close Punctuation

Value	Count	Frequency (%)
]	100	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	800	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	104	13.0%
1	104	13.0%
[	100	12.5%
-	100	12.5%
]	100	12.5%
3	64	8.0%
2	58	7.2%
4	56	7.0%
5	30	3.8%
6	30	3.8%
Other values (3)	54	6.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	800	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	104	13.0%
1	104	13.0%
[	100	12.5%
-	100	12.5%
]	100	12.5%
3	64	8.0%
2	58	7.2%
4	56	7.0%
5	30	3.8%
6	30	3.8%
Other values (3)	54	6.8%

방향
Categorical

Distinct	2
Distinct (%)	2.0%
Missing	0
Missing (%)	0.0%
Memory size	932.0 B

1	50
2	50

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
1	50	50.0%
2	50	50.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	50	50.0%
2	50	50.0%

측정구간
Categorical

HIGH CORRELATION

Distinct	49
Distinct (%)	49.0%
Missing	0
Missing (%)	0.0%
Memory size	932.0 B

정선-임계	4
원주-횡성	2
공근-동산	2
횡성-춘천	2
동내-천전	2
Other values (44)	88

Length

Max length	8
Median length	5
Mean length	5.18
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	원주-소초
2nd row	원주-소초
3rd row	원주-횡성
4th row	원주-횡성
5th row	공근-동산

Common Values

Value	Count	Frequency (%)
정선-임계	4	4.0%
원주-횡성	2	2.0%
공근-동산	2	2.0%
횡성-춘천	2	2.0%
동내-천전	2	2.0%
춘천-화천	2	2.0%
사북-화천	2	2.0%
갈운-신촌	2	2.0%
횡성-정금	2	2.0%
봉평-용평	2	2.0%
Other values (39)	78	78.0%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
정선-임계	4	4.0%
원주-소초	2	2.0%
하장-송현	2	2.0%
쌍용-남	2	2.0%
신동-사북	2	2.0%
남-사북	2	2.0%
도계-고천	2	2.0%
원주-새말	2	2.0%
문막-원주	2	2.0%
안흥-운교	2	2.0%
Other values (39)	78	78.0%

연장((km))
Real number (ℝ)

HIGH CORRELATION

Distinct	45
Distinct (%)	45.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	10.374

Minimum	0.4
Maximum	27
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	0.4
5-th percentile	2.3
Q1	5.7
median	8.95
Q3	13.3
95-th percentile	23
Maximum	27
Range	26.6
Interquartile range (IQR)	7.6

Descriptive statistics

Standard deviation	6.3838119
Coefficient of variation (CV)	0.61536648
Kurtosis	0.05181103
Mean	10.374
Median Absolute Deviation (MAD)	4.2
Skewness	0.7763885
Sum	1037.4
Variance	40.753055
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=45)

Value	Count	Frequency (%)
8.0	4	4.0%
12.0	4	4.0%
3.5	4	4.0%
8.8	4	4.0%
7.2	4	4.0%
2.0	2	2.0%
6.5	2	2.0%
14.4	2	2.0%
3.8	2	2.0%
5.9	2	2.0%
Other values (35)	70	70.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.4	2	2.0%
2.0	2	2.0%
2.3	2	2.0%
2.6	2	2.0%
2.9	2	2.0%
3.5	4	4.0%
3.6	2	2.0%
3.8	2	2.0%
4.0	2	2.0%
4.4	2	2.0%

Value	Count	Frequency (%)
27.0	2	2.0%
24.7	2	2.0%
23.0	2	2.0%
22.9	2	2.0%
22.7	2	2.0%
18.1	2	2.0%
18.0	2	2.0%
17.4	2	2.0%
16.1	2	2.0%
15.3	2	2.0%

측정일
Categorical

CONSTANT

Distinct	1
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Memory size	932.0 B

20210301	100

Length

Max length	8
Median length	8
Mean length	8
Min length	8

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	20210301
2nd row	20210301
3rd row	20210301
4th row	20210301
5th row	20210301

Common Values

Value	Count	Frequency (%)
20210301	100	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
20210301	100	100.0%

측정시간
Categorical

CONSTANT

Distinct	1
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Memory size	932.0 B

0	100

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	100	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	100	100.0%

좌표위치위도((°))
Real number (ℝ)

HIGH CORRELATION

Distinct	50
Distinct (%)	50.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	37.67388

Minimum	37.08588
Maximum	38.38086
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	37.08588
5-th percentile	37.18732
Q1	37.40743
median	37.634805
Q3	38.02786
95-th percentile	38.19136
Maximum	38.38086
Range	1.29498
Interquartile range (IQR)	0.62043

Descriptive statistics

Standard deviation	0.34510165
Coefficient of variation (CV)	0.0091602365
Kurtosis	-1.1723289
Mean	37.67388
Median Absolute Deviation (MAD)	0.293605
Skewness	0.21405883
Sum	3767.388
Variance	0.11909515
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
37.3551	2	2.0%
38.23094	2	2.0%
37.21543	2	2.0%
37.25108	2	2.0%
37.30412	2	2.0%
37.40802	2	2.0%
37.32395	2	2.0%
37.4163	2	2.0%
37.32703	2	2.0%
37.4489	2	2.0%
Other values (40)	80	80.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
37.08588	2	2.0%
37.18474	2	2.0%
37.18732	2	2.0%
37.19159	2	2.0%
37.21543	2	2.0%
37.25108	2	2.0%
37.28643	2	2.0%
37.30412	2	2.0%
37.32395	2	2.0%
37.32703	2	2.0%

Value	Count	Frequency (%)
38.38086	2	2.0%
38.23094	2	2.0%
38.19136	2	2.0%
38.18502	2	2.0%
38.17869	2	2.0%
38.14989	2	2.0%
38.11527	2	2.0%
38.08778	2	2.0%
38.07373	2	2.0%
38.06709	2	2.0%

좌표위치경도((°))
Real number (ℝ)

HIGH CORRELATION

Distinct	50
Distinct (%)	50.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	128.28442

Minimum	127.35058
Maximum	129.20253
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	127.35058
5-th percentile	127.62463
Q1	127.91342
median	128.20314
Q3	128.64197
95-th percentile	129.07044
Maximum	129.20253
Range	1.85195
Interquartile range (IQR)	0.72855

Descriptive statistics

Standard deviation	0.46533303
Coefficient of variation (CV)	0.0036273541
Kurtosis	-0.88995236
Mean	128.28442
Median Absolute Deviation (MAD)	0.352325
Skewness	0.11492919
Sum	12828.442
Variance	0.21653483
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
127.99487	2	2.0%
127.35058	2	2.0%
128.64197	2	2.0%
128.7796	2	2.0%
129.07044	2	2.0%
127.99641	2	2.0%
127.83897	2	2.0%
128.2034	2	2.0%
128.51597	2	2.0%
128.66017	2	2.0%
Other values (40)	80	80.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
127.35058	2	2.0%
127.41894	2	2.0%
127.62463	2	2.0%
127.63815	2	2.0%
127.67987	2	2.0%
127.77663	2	2.0%
127.81252	2	2.0%
127.81502	2	2.0%
127.83787	2	2.0%
127.83897	2	2.0%

Value	Count	Frequency (%)
129.20253	2	2.0%
129.09293	2	2.0%
129.07044	2	2.0%
129.02671	2	2.0%
128.98396	2	2.0%
128.84543	2	2.0%
128.84271	2	2.0%
128.83913	2	2.0%
128.81034	2	2.0%
128.79017	2	2.0%

co((g/km))
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	83
Distinct (%)	83.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	14.6052

Minimum	0
Maximum	76.48
Zeros	2
Zeros (%)	2.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0.65
Q1	2.1
median	6.27
Q3	18.6925
95-th percentile	55.9215
Maximum	76.48
Range	76.48
Interquartile range (IQR)	16.5925

Descriptive statistics

Standard deviation	18.281709
Coefficient of variation (CV)	1.251726
Kurtosis	2.6706619
Mean	14.6052
Median Absolute Deviation (MAD)	4.96
Skewness	1.7935373
Sum	1460.52
Variance	334.22087
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.95	4	4.0%
0.65	4	4.0%
2.1	4	4.0%
3.83	3	3.0%
2.83	2	2.0%
1.05	2	2.0%
1.31	2	2.0%
1.57	2	2.0%
3.89	2	2.0%
0.0	2	2.0%
Other values (73)	73	73.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	2	2.0%
0.44	1	1.0%
0.52	1	1.0%
0.65	4	4.0%
1.05	2	2.0%
1.3	1	1.0%
1.31	2	2.0%
1.57	2	2.0%
1.95	4	4.0%
1.98	1	1.0%

Value	Count	Frequency (%)
76.48	1	1.0%
75.97	1	1.0%
72.34	1	1.0%
62.93	1	1.0%
56.14	1	1.0%
55.91	1	1.0%
55.42	1	1.0%
48.04	1	1.0%
47.23	1	1.0%
43.84	1	1.0%

nox((g/km))
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	81
Distinct (%)	81.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	10.2333

Minimum	0
Maximum	65.02
Zeros	2
Zeros (%)	2.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0.32
Q1	1.3725
median	3.67
Q3	12.5675
95-th percentile	42.6005
Maximum	65.02
Range	65.02
Interquartile range (IQR)	11.195

Descriptive statistics

Standard deviation	13.986124
Coefficient of variation (CV)	1.3667267
Kurtosis	3.1816585
Mean	10.2333
Median Absolute Deviation (MAD)	2.98
Skewness	1.9202587
Sum	1023.33
Variance	195.61167
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.11	4	4.0%
0.96	4	4.0%
0.32	4	4.0%
2.34	3	3.0%
1.88	2	2.0%
0.74	2	2.0%
1.41	2	2.0%
1.93	2	2.0%
2.06	2	2.0%
0.55	2	2.0%
Other values (71)	73	73.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	2	2.0%
0.24	1	1.0%
0.28	1	1.0%
0.32	4	4.0%
0.55	2	2.0%
0.64	1	1.0%
0.74	2	2.0%
0.83	2	2.0%
0.96	4	4.0%
1.11	4	4.0%

Value	Count	Frequency (%)
65.02	1	1.0%
51.48	1	1.0%
50.34	1	1.0%
47.51	1	1.0%
45.46	1	1.0%
42.45	1	1.0%
41.39	1	1.0%
39.74	1	1.0%
35.59	1	1.0%
33.84	1	1.0%

hc((g/km))
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	77
Distinct (%)	77.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.4535

Minimum	0
Maximum	8.08
Zeros	2
Zeros (%)	2.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0.06
Q1	0.2075
median	0.575
Q3	1.74
95-th percentile	5.6655
Maximum	8.08
Range	8.08
Interquartile range (IQR)	1.5325

Descriptive statistics

Standard deviation	1.9104949
Coefficient of variation (CV)	1.31441
Kurtosis	2.7976193
Mean	1.4535
Median Absolute Deviation (MAD)	0.46
Skewness	1.8591979
Sum	145.35
Variance	3.6499907
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.35	5	5.0%
0.18	4	4.0%
0.17	4	4.0%
0.06	4	4.0%
0.0	2	2.0%
0.31	2	2.0%
0.09	2	2.0%
0.13	2	2.0%
0.1	2	2.0%
0.75	2	2.0%
Other values (67)	71	71.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	2	2.0%
0.03	1	1.0%
0.04	1	1.0%
0.06	4	4.0%
0.09	2	2.0%
0.1	2	2.0%
0.12	1	1.0%
0.13	2	2.0%
0.17	4	4.0%
0.18	4	4.0%

Value	Count	Frequency (%)
8.08	1	1.0%
7.68	1	1.0%
7.09	1	1.0%
7.03	1	1.0%
5.96	1	1.0%
5.65	1	1.0%
5.63	1	1.0%
5.42	1	1.0%
5.11	1	1.0%
4.86	1	1.0%

pm((g/km))
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	34
Distinct (%)	34.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.4075

Minimum	0
Maximum	3
Zeros	34
Zeros (%)	34.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0.135
Q3	0.465
95-th percentile	1.6805
Maximum	3
Range	3
Interquartile range (IQR)	0.465

Descriptive statistics

Standard deviation	0.61760923
Coefficient of variation (CV)	1.5156055
Kurtosis	5.6875988
Mean	0.4075
Median Absolute Deviation (MAD)	0.135
Skewness	2.3153474
Sum	40.75
Variance	0.38144116
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=34)

Value	Count	Frequency (%)
0.0	34	34.0%
0.13	16	16.0%
0.27	7	7.0%
0.14	5	5.0%
0.28	4	4.0%
0.4	3	3.0%
0.94	2	2.0%
0.58	2	2.0%
0.83	2	2.0%
0.87	1	1.0%
Other values (24)	24	24.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	34	34.0%
0.13	16	16.0%
0.14	5	5.0%
0.15	1	1.0%
0.26	1	1.0%
0.27	7	7.0%
0.28	4	4.0%
0.39	1	1.0%
0.4	3	3.0%
0.41	1	1.0%

Value	Count	Frequency (%)
3.0	1	1.0%
2.82	1	1.0%
2.6	1	1.0%
1.83	1	1.0%
1.69	1	1.0%
1.68	1	1.0%
1.61	1	1.0%
1.47	1	1.0%
1.4	1	1.0%
1.34	1	1.0%

co2((g/km))
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	83
Distinct (%)	83.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3598.6922

Minimum	0
Maximum	17787.52
Zeros	2
Zeros (%)	2.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	0
5-th percentile	153.68
Q1	559.7125
median	1641.755
Q3	4946.7475
95-th percentile	13848.818
Maximum	17787.52
Range	17787.52
Interquartile range (IQR)	4387.035

Descriptive statistics

Standard deviation	4368.9231
Coefficient of variation (CV)	1.2140308
Kurtosis	2.0805465
Mean	3598.6922
Median Absolute Deviation (MAD)	1266.42
Skewness	1.6695129
Sum	359869.22
Variance	19087489
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
461.05	4	4.0%
153.68	4	4.0%
554.74	4	4.0%
1012.03	3	3.0%
740.29	2	2.0%
277.37	2	2.0%
381.46	2	2.0%
416.06	2	2.0%
922.09	2	2.0%
0.0	2	2.0%
Other values (73)	73	73.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	2	2.0%
127.15	1	1.0%
138.68	1	1.0%
153.68	4	4.0%
277.37	2	2.0%
307.36	1	1.0%
381.46	2	2.0%
416.06	2	2.0%
461.05	4	4.0%
487.28	1	1.0%

Value	Count	Frequency (%)
17787.52	1	1.0%
17109.26	1	1.0%
16361.78	1	1.0%
15856.12	1	1.0%
14410.23	1	1.0%
13819.27	1	1.0%
13152.41	1	1.0%
11247.6	1	1.0%
11064.21	1	1.0%
10546.21	1	1.0%

주소
Text

Distinct	50
Distinct (%)	50.0%
Missing	0
Missing (%)	0.0%
Memory size	932.0 B

Length

Max length	12
Median length	11
Mean length	10.7
Min length	8

Characters and Unicode

Total characters	1070
Distinct characters	107
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	0 ?
Unique (%)	0.0%

Sample

1st row	강원 원주 봉산
2nd row	강원 원주 봉산
3rd row	강원 원주 소초 장양
4th row	강원 원주 소초 장양
5th row	강원 홍천 홍천 삼마치

Value	Count	Frequency (%)
강원	100	25.4%
인제	14	3.6%
횡성	12	3.0%
홍천	12	3.0%
정선	12	3.0%
원주	10	2.5%
평창	8	2.0%
영월	8	2.0%
남	8	2.0%
춘천	8	2.0%
Other values (84)	202	51.3%

Most occurring characters

Value	Count	Frequency (%)
	294	27.5%
원	124	11.6%
강	110	10.3%
동	22	2.1%
천	22	2.1%
평	18	1.7%
양	16	1.5%
성	16	1.5%
북	16	1.5%
인	14	1.3%
Other values (97)	418	39.1%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	776	72.5%
Space Separator	294	27.5%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
원	124	16.0%
강	110	14.2%
동	22	2.8%
천	22	2.8%
평	18	2.3%
양	16	2.1%
성	16	2.1%
북	16	2.1%
인	14	1.8%
제	14	1.8%
Other values (96)	404	52.1%

Space Separator

Value	Count	Frequency (%)
	294	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	776	72.5%
Common	294	27.5%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
원	124	16.0%
강	110	14.2%
동	22	2.8%
천	22	2.8%
평	18	2.3%
양	16	2.1%
성	16	2.1%
북	16	2.1%
인	14	1.8%
제	14	1.8%
Other values (96)	404	52.1%

Common

Value	Count	Frequency (%)
	294	100.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	776	72.5%
ASCII	294	27.5%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	294	100.0%

Hangul

Value	Count	Frequency (%)
원	124	16.0%
강	110	14.2%
동	22	2.8%
천	22	2.8%
평	18	2.3%
양	16	2.1%
성	16	2.1%
북	16	2.1%
인	14	1.8%
제	14	1.8%
Other values (96)	404	52.1%

Heatmap
Table

	기본키	지점	방향	측정구간	연장((km))	좌표위치위도((°))	좌표위치경도((°))	co((g/km))	nox((g/km))	hc((g/km))	pm((g/km))	co2((g/km))	주소
기본키	1.000	1.000	0.000	1.000	0.643	0.864	0.815	0.449	0.329	0.301	0.443	0.418	1.000
지점	1.000	1.000	0.000	1.000	1.000	1.000	1.000	0.844	0.823	0.831	0.879	0.826	1.000
방향	0.000	0.000	1.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000
측정구간	1.000	1.000	0.000	1.000	0.997	0.999	0.998	0.837	0.833	0.825	0.885	0.820	1.000
연장((km))	0.643	1.000	0.000	0.997	1.000	0.604	0.623	0.295	0.000	0.212	0.393	0.182	1.000
좌표위치위도((°))	0.864	1.000	0.000	0.999	0.604	1.000	0.802	0.000	0.290	0.271	0.363	0.420	1.000
좌표위치경도((°))	0.815	1.000	0.000	0.998	0.623	0.802	1.000	0.000	0.000	0.085	0.218	0.000	1.000
co((g/km))	0.449	0.844	0.000	0.837	0.295	0.000	0.000	1.000	0.878	0.984	0.843	0.987	0.844
nox((g/km))	0.329	0.823	0.000	0.833	0.000	0.290	0.000	0.878	1.000	0.927	0.969	0.883	0.823
hc((g/km))	0.301	0.831	0.000	0.825	0.212	0.271	0.085	0.984	0.927	1.000	0.858	0.957	0.831
pm((g/km))	0.443	0.879	0.000	0.885	0.393	0.363	0.218	0.843	0.969	0.858	1.000	0.812	0.879
co2((g/km))	0.418	0.826	0.000	0.820	0.182	0.420	0.000	0.987	0.883	0.957	0.812	1.000	0.826
주소	1.000	1.000	0.000	1.000	1.000	1.000	1.000	0.844	0.823	0.831	0.879	0.826	1.000

Heatmap
Table

	방향	측정구간
방향	1.000	0.000
측정구간	0.000	1.000

Heatmap
Table

	기본키	연장((km))	좌표위치위도((°))	좌표위치경도((°))	co((g/km))	nox((g/km))	hc((g/km))	pm((g/km))	co2((g/km))	방향	측정구간
기본키	1.000	0.249	0.291	0.027	-0.034	-0.027	-0.037	-0.050	-0.037	0.000	0.753
연장((km))	0.249	1.000	0.168	0.186	-0.320	-0.324	-0.317	-0.339	-0.330	0.000	0.728
좌표위치위도((°))	0.291	0.168	1.000	-0.362	-0.264	-0.268	-0.269	-0.299	-0.266	0.000	0.739
좌표위치경도((°))	0.027	0.186	-0.362	1.000	-0.089	-0.089	-0.084	-0.058	-0.097	0.000	0.737
co((g/km))	-0.034	-0.320	-0.264	-0.089	1.000	0.994	0.998	0.890	0.998	0.000	0.346
nox((g/km))	-0.027	-0.324	-0.268	-0.089	0.994	1.000	0.996	0.917	0.995	0.000	0.356
hc((g/km))	-0.037	-0.317	-0.269	-0.084	0.998	0.996	1.000	0.903	0.995	0.000	0.334
pm((g/km))	-0.050	-0.339	-0.299	-0.058	0.890	0.917	0.903	1.000	0.895	0.000	0.423
co2((g/km))	-0.037	-0.330	-0.266	-0.097	0.998	0.995	0.995	0.895	1.000	0.000	0.328
방향	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	1.000	0.000
측정구간	0.753	0.728	0.739	0.737	0.346	0.356	0.334	0.423	0.328	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

	기본키	도로종류	지점	방향	측정구간	연장((km))	측정일	좌표위치위도((°))	좌표위치경도((°))	co((g/km))	nox((g/km))	hc((g/km))	pm((g/km))	co2((g/km))	주소
0	1	건기연	[0526-3]	1	원주-소초	4.8	20210301	37.3551	127.99487	16.73	9.79	1.5	0.4	4422.93	강원 원주 봉산
1	2	건기연	[0526-3]	2	원주-소초	4.8	20210301	37.3551	127.99487	11.61	6.8	0.94	0.13	3358.72	강원 원주 봉산
2	3	건기연	[0527-2]	1	원주-횡성	0.4	20210301	37.42063	127.96319	29.78	21.86	2.85	0.97	7730.65	강원 원주 소초 장양
3	4	건기연	[0527-2]	2	원주-횡성	0.4	20210301	37.42063	127.96319	20.3	15.88	1.97	0.67	5262.38	강원 원주 소초 장양
4	5	건기연	[0529-0]	1	공근-동산	12.0	20210301	37.62539	127.89528	1.95	0.96	0.17	0.0	461.05	강원 홍천 홍천 삼마치
5	6	건기연	[0529-0]	2	공근-동산	12.0	20210301	37.62539	127.89528	3.83	2.34	0.35	0.13	1012.03	강원 홍천 홍천 삼마치
6	7	건기연	[0530-0]	1	횡성-춘천	13.3	20210301	37.73176	127.83787	4.58	2.6	0.44	0.13	1102.01	강원 홍천 북방 부사원
7	8	건기연	[0530-0]	2	횡성-춘천	13.3	20210301	37.73176	127.83787	5.23	2.92	0.49	0.13	1255.69	강원 홍천 북방 부사원
8	9	건기연	[0531-2]	1	동내-천전	7.5	20210301	37.86064	127.77663	75.97	41.39	7.68	1.1	15856.12	강원 춘천 동내 거두
9	10	건기연	[0531-2]	2	동내-천전	7.5	20210301	37.86064	127.77663	41.9	26.67	4.04	0.94	9944.17	강원 춘천 동내 거두

	기본키	도로종류	지점	방향	측정구간	연장((km))	측정일	좌표위치위도((°))	좌표위치경도((°))	co((g/km))	nox((g/km))	hc((g/km))	pm((g/km))	co2((g/km))	주소
90	91	건기연	[4610-0]	1	천전-양구	8.8	20210301	38.02786	127.81502	18.59	12.25	1.66	0.81	5281.16	강원 화천 간동 간척
91	92	건기연	[4610-0]	2	천전-양구	8.8	20210301	38.02786	127.81502	17.7	9.57	1.64	0.28	4213.15	강원 화천 간동 간척
92	93	건기연	[4613-0]	1	양구-신남	4.0	20210301	38.08778	128.04511	0.0	0.0	0.0	0.0	0.0	강원 양구 남 청
93	94	건기연	[4613-0]	2	양구-신남	4.0	20210301	38.08778	128.04511	1.98	1.32	0.2	0.13	487.28	강원 양구 남 청
94	95	건기연	[4616-0]	1	진부령-거진	11.0	20210301	38.38086	128.4445	7.18	3.89	0.67	0.13	1716.74	강원 고성 간성 교동
95	96	건기연	[4616-0]	2	진부령-거진	11.0	20210301	38.38086	128.4445	3.93	2.2	0.31	0.0	1144.37	강원 고성 간성 교동
96	97	건기연	[4617-0]	1	북-외가평	12.1	20210301	38.19136	128.31785	13.9	7.83	1.21	0.15	3667.55	강원 인제 북 용대
97	98	건기연	[4617-0]	2	북-외가평	12.1	20210301	38.19136	128.31785	8.91	4.71	0.75	0.0	2357.64	강원 인제 북 용대
98	99	건기연	[4710-0]	1	이동-근남	9.0	20210301	38.18502	127.41894	4.88	2.89	0.44	0.13	1289.4	강원 철원 서 자등
99	100	건기연	[4710-0]	2	이동-근남	9.0	20210301	38.18502	127.41894	1.31	0.74	0.1	0.0	381.46	강원 철원 서 자등

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Open Punctuation

Dash Punctuation

Close Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

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

ASCII

Hangul

Interactions

Correlations

Missing values

Sample