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 | 4 |
Text | 3 |
Dataset
Description | 샘플 데이터 |
---|---|
Author | 노바코스 |
URL | https://www.bigdata-environment.kr/user/data_market/detail.do?id=065c3f30-4b6d-11ec-a1d0-25701f338068 |
도로종류 has constant value "" | Constant |
측정일 has constant value "" | Constant |
측정시간 has constant value "" | Constant |
좌표위치경도((°)) is highly overall correlated with co((g/km)) | High correlation |
co((g/km)) is highly overall correlated with 좌표위치경도((°)) and 4 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 |
기본키 has unique values | Unique |
co((g/km)) has unique values | Unique |
nox((g/km)) has unique values | Unique |
hc((g/km)) has unique values | Unique |
pm((g/km)) has unique values | Unique |
co2((g/km)) has unique values | Unique |
Reproduction
Analysis started | 2023-12-10 12:41:54.236060 |
---|---|
Analysis finished | 2023-12-10 12:42:03.127299 |
Duration | 8.89 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
기본키
Real number (ℝ)
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 |
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 |
Value | Count | Frequency (%) |
1 | 1 | |
2 | 1 | |
3 | 1 | |
4 | 1 | |
5 | 1 | |
6 | 1 | |
7 | 1 | |
8 | 1 | |
9 | 1 | |
10 | 1 |
Value | Count | Frequency (%) |
100 | 1 | |
99 | 1 | |
98 | 1 | |
97 | 1 | |
96 | 1 | |
95 | 1 | |
94 | 1 | |
93 | 1 | |
92 | 1 | |
91 | 1 |
도로종류
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 1.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
건기연 |
---|
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 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
건기연 | 100 |
지점
Text
Distinct | 50 |
---|---|
Distinct (%) | 50.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
Value | Count | Frequency (%) |
0216-2 | 2 | 2.0% |
5802-0 | 2 | 2.0% |
00101-2 | 2 | 2.0% |
2422-0 | 2 | 2.0% |
2502-0 | 2 | 2.0% |
3101-6 | 2 | 2.0% |
3301-4 | 2 | 2.0% |
3302-2 | 2 | 2.0% |
3304-2 | 2 | 2.0% |
3305-0 | 2 | 2.0% |
Other values (40) | 80 |
Most occurring characters
Value | Count | Frequency (%) |
0 | 158 | |
[ | 100 | |
] | 100 | |
- | 98 | |
1 | 92 | |
2 | 70 | |
3 | 50 | 6.2% |
4 | 40 | 5.0% |
7 | 28 | 3.5% |
5 | 24 | 3.0% |
Other values (3) | 40 | 5.0% |
Most occurring categories
Value | Count | Frequency (%) |
Decimal Number | 502 | |
Open Punctuation | 100 | 12.5% |
Close Punctuation | 100 | 12.5% |
Dash Punctuation | 98 | 12.2% |
Most frequent character per category
Decimal Number
Value | Count | Frequency (%) |
0 | 158 | |
1 | 92 | |
2 | 70 | |
3 | 50 | 10.0% |
4 | 40 | 8.0% |
7 | 28 | 5.6% |
5 | 24 | 4.8% |
9 | 20 | 4.0% |
6 | 10 | 2.0% |
8 | 10 | 2.0% |
Open Punctuation
Value | Count | Frequency (%) |
[ | 100 |
Close Punctuation
Value | Count | Frequency (%) |
] | 100 |
Dash Punctuation
Value | Count | Frequency (%) |
- | 98 |
Most occurring scripts
Value | Count | Frequency (%) |
Common | 800 |
Most frequent character per script
Common
Value | Count | Frequency (%) |
0 | 158 | |
[ | 100 | |
] | 100 | |
- | 98 | |
1 | 92 | |
2 | 70 | |
3 | 50 | 6.2% |
4 | 40 | 5.0% |
7 | 28 | 3.5% |
5 | 24 | 3.0% |
Other values (3) | 40 | 5.0% |
Most occurring blocks
Value | Count | Frequency (%) |
ASCII | 800 |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
0 | 158 | |
[ | 100 | |
] | 100 | |
- | 98 | |
1 | 92 | |
2 | 70 | |
3 | 50 | 6.2% |
4 | 40 | 5.0% |
7 | 28 | 3.5% |
5 | 24 | 3.0% |
Other values (3) | 40 | 5.0% |
방향
Categorical
Distinct | 2 |
---|---|
Distinct (%) | 2.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
1 | |
---|---|
2 |
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 | |
2 | 50 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
1 | 50 | |
2 | 50 |
측정구간
Text
Distinct | 50 |
---|---|
Distinct (%) | 50.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
Value | Count | Frequency (%) |
북천-완사 | 2 | 2.0% |
진영-김해 | 2 | 2.0% |
노포jct-양산jct | 2 | 2.0% |
가산-남기 | 2 | 2.0% |
창원-대산 | 2 | 2.0% |
서생-온산 | 2 | 2.0% |
상리-고성 | 2 | 2.0% |
대암-송계 | 2 | 2.0% |
쌍백-합천 | 2 | 2.0% |
합천-쌍림 | 2 | 2.0% |
Other values (40) | 80 |
Most occurring characters
Value | Count | Frequency (%) |
- | 100 | 18.9% |
산 | 32 | 6.0% |
남 | 18 | 3.4% |
양 | 18 | 3.4% |
천 | 16 | 3.0% |
창 | 14 | 2.6% |
성 | 12 | 2.3% |
진 | 12 | 2.3% |
C | 10 | 1.9% |
정 | 8 | 1.5% |
Other values (78) | 290 |
Most occurring categories
Value | Count | Frequency (%) |
Other Letter | 404 | |
Dash Punctuation | 100 | 18.9% |
Uppercase Letter | 26 | 4.9% |
Most frequent character per category
Other Letter
Value | Count | Frequency (%) |
산 | 32 | 7.9% |
남 | 18 | 4.5% |
양 | 18 | 4.5% |
천 | 16 | 4.0% |
창 | 14 | 3.5% |
성 | 12 | 3.0% |
진 | 12 | 3.0% |
정 | 8 | 2.0% |
하 | 8 | 2.0% |
녕 | 8 | 2.0% |
Other values (73) | 258 |
Uppercase Letter
Value | Count | Frequency (%) |
C | 10 | |
J | 6 | |
T | 6 | |
I | 4 | 15.4% |
Dash Punctuation
Value | Count | Frequency (%) |
- | 100 |
Most occurring scripts
Value | Count | Frequency (%) |
Hangul | 404 | |
Common | 100 | 18.9% |
Latin | 26 | 4.9% |
Most frequent character per script
Hangul
Value | Count | Frequency (%) |
산 | 32 | 7.9% |
남 | 18 | 4.5% |
양 | 18 | 4.5% |
천 | 16 | 4.0% |
창 | 14 | 3.5% |
성 | 12 | 3.0% |
진 | 12 | 3.0% |
정 | 8 | 2.0% |
하 | 8 | 2.0% |
녕 | 8 | 2.0% |
Other values (73) | 258 |
Latin
Value | Count | Frequency (%) |
C | 10 | |
J | 6 | |
T | 6 | |
I | 4 | 15.4% |
Common
Value | Count | Frequency (%) |
- | 100 |
Most occurring blocks
Value | Count | Frequency (%) |
Hangul | 404 | |
ASCII | 126 | 23.8% |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
- | 100 | |
C | 10 | 7.9% |
J | 6 | 4.8% |
T | 6 | 4.8% |
I | 4 | 3.2% |
Hangul
Value | Count | Frequency (%) |
산 | 32 | 7.9% |
남 | 18 | 4.5% |
양 | 18 | 4.5% |
천 | 16 | 4.0% |
창 | 14 | 3.5% |
성 | 12 | 3.0% |
진 | 12 | 3.0% |
정 | 8 | 2.0% |
하 | 8 | 2.0% |
녕 | 8 | 2.0% |
Other values (73) | 258 |
연장((km))
Real number (ℝ)
Distinct | 43 |
---|---|
Distinct (%) | 43.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 8.67 |
Minimum | 2.7 |
---|---|
Maximum | 20.1 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 2.7 |
---|---|
5-th percentile | 3.3 |
Q1 | 5.2 |
median | 7.75 |
Q3 | 11 |
95-th percentile | 17.6 |
Maximum | 20.1 |
Range | 17.4 |
Interquartile range (IQR) | 5.8 |
Descriptive statistics
Standard deviation | 4.3182605 |
---|---|
Coefficient of variation (CV) | 0.49806926 |
Kurtosis | 0.32825521 |
Mean | 8.67 |
Median Absolute Deviation (MAD) | 2.8 |
Skewness | 0.89779419 |
Sum | 867 |
Variance | 18.647374 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
5.2 | 4 | 4.0% |
10.2 | 4 | 4.0% |
6.8 | 4 | 4.0% |
17.2 | 4 | 4.0% |
11.2 | 4 | 4.0% |
7.9 | 4 | 4.0% |
10.5 | 4 | 4.0% |
4.7 | 2 | 2.0% |
3.3 | 2 | 2.0% |
5.7 | 2 | 2.0% |
Other values (33) | 66 |
Value | Count | Frequency (%) |
2.7 | 2 | |
3.0 | 2 | |
3.3 | 2 | |
3.5 | 2 | |
3.8 | 2 | |
3.9 | 2 | |
4.1 | 2 | |
4.2 | 2 | |
4.7 | 2 | |
4.8 | 2 |
Value | Count | Frequency (%) |
20.1 | 2 | |
19.3 | 2 | |
17.6 | 2 | |
17.2 | 4 | |
13.5 | 2 | |
13.2 | 2 | |
12.2 | 2 | |
11.9 | 2 | |
11.2 | 4 | |
11.1 | 2 |
측정일
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 1.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
20210601 |
---|
Length
Max length | 8 |
---|---|
Median length | 8 |
Mean length | 8 |
Min length | 8 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 20210601 |
---|---|
2nd row | 20210601 |
3rd row | 20210601 |
4th row | 20210601 |
5th row | 20210601 |
Common Values
Value | Count | Frequency (%) |
20210601 | 100 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
20210601 | 100 |
측정시간
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 1.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
0 |
---|
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 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
0 | 100 |
좌표위치위도((°))
Real number (ℝ)
Distinct | 50 |
---|---|
Distinct (%) | 50.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 35.289759 |
Minimum | 34.86496 |
---|---|
Maximum | 35.72809 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 34.86496 |
---|---|
5-th percentile | 34.89878 |
Q1 | 35.10632 |
median | 35.306605 |
Q3 | 35.51777 |
95-th percentile | 35.62274 |
Maximum | 35.72809 |
Range | 0.86313 |
Interquartile range (IQR) | 0.41145 |
Descriptive statistics
Standard deviation | 0.2471748 |
---|---|
Coefficient of variation (CV) | 0.007004151 |
Kurtosis | -1.0941769 |
Mean | 35.289759 |
Median Absolute Deviation (MAD) | 0.20909 |
Skewness | -0.19565486 |
Sum | 3528.9759 |
Variance | 0.061095382 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
35.12031 | 2 | 2.0% |
34.98771 | 2 | 2.0% |
35.32823 | 2 | 2.0% |
35.39903 | 2 | 2.0% |
34.97974 | 2 | 2.0% |
35.28102 | 2 | 2.0% |
35.51362 | 2 | 2.0% |
35.62274 | 2 | 2.0% |
35.31018 | 2 | 2.0% |
35.52321 | 2 | 2.0% |
Other values (40) | 80 |
Value | Count | Frequency (%) |
34.86496 | 2 | |
34.87506 | 2 | |
34.89878 | 2 | |
34.90043 | 2 | |
34.90831 | 2 | |
34.92571 | 2 | |
34.93132 | 2 | |
34.95217 | 2 | |
34.97974 | 2 | |
34.98771 | 2 |
Value | Count | Frequency (%) |
35.72809 | 2 | |
35.65095 | 2 | |
35.62274 | 2 | |
35.61557 | 2 | |
35.61463 | 2 | |
35.60563 | 2 | |
35.58349 | 2 | |
35.57918 | 2 | |
35.57341 | 2 | |
35.55894 | 2 |
좌표위치경도((°))
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 50 |
---|---|
Distinct (%) | 50.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 128.40958 |
Minimum | 127.78878 |
---|---|
Maximum | 129.33586 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 127.78878 |
---|---|
5-th percentile | 127.80269 |
Q1 | 128.00958 |
median | 128.3277 |
Q3 | 128.72421 |
95-th percentile | 129.24056 |
Maximum | 129.33586 |
Range | 1.54708 |
Interquartile range (IQR) | 0.71463 |
Descriptive statistics
Standard deviation | 0.46780703 |
---|---|
Coefficient of variation (CV) | 0.0036430851 |
Kurtosis | -0.91693938 |
Mean | 128.40958 |
Median Absolute Deviation (MAD) | 0.33558 |
Skewness | 0.54843134 |
Sum | 12840.958 |
Variance | 0.21884342 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
127.97011 | 2 | 2.0% |
127.80269 | 2 | 2.0% |
128.71274 | 2 | 2.0% |
129.33586 | 2 | 2.0% |
128.2752 | 2 | 2.0% |
128.08474 | 2 | 2.0% |
128.17297 | 2 | 2.0% |
128.19963 | 2 | 2.0% |
129.02747 | 2 | 2.0% |
129.09913 | 2 | 2.0% |
Other values (40) | 80 |
Value | Count | Frequency (%) |
127.78878 | 2 | |
127.78997 | 2 | |
127.80269 | 2 | |
127.83555 | 2 | |
127.86341 | 2 | |
127.86709 | 2 | |
127.89437 | 2 | |
127.90225 | 2 | |
127.95798 | 2 | |
127.97011 | 2 |
Value | Count | Frequency (%) |
129.33586 | 2 | |
129.28105 | 2 | |
129.24056 | 2 | |
129.2158 | 2 | |
129.17553 | 2 | |
129.14403 | 2 | |
129.12842 | 2 | |
129.09913 | 2 | |
129.07556 | 2 | |
129.02747 | 2 |
co((g/km))
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 100 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 5576.6956 |
Minimum | 239.53 |
---|---|
Maximum | 28117.04 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 239.53 |
---|---|
5-th percentile | 618.7825 |
Q1 | 2040.9075 |
median | 3762.55 |
Q3 | 7755.0225 |
95-th percentile | 18170.918 |
Maximum | 28117.04 |
Range | 27877.51 |
Interquartile range (IQR) | 5714.115 |
Descriptive statistics
Standard deviation | 5438.4117 |
---|---|
Coefficient of variation (CV) | 0.97520325 |
Kurtosis | 3.9841351 |
Mean | 5576.6956 |
Median Absolute Deviation (MAD) | 2219.14 |
Skewness | 1.8962211 |
Sum | 557669.56 |
Variance | 29576322 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1716.36 | 1 | 1.0% |
4421.69 | 1 | 1.0% |
2699.12 | 1 | 1.0% |
7633.51 | 1 | 1.0% |
7875.68 | 1 | 1.0% |
4304.59 | 1 | 1.0% |
5210.1 | 1 | 1.0% |
10389.34 | 1 | 1.0% |
10724.98 | 1 | 1.0% |
3628.36 | 1 | 1.0% |
Other values (90) | 90 |
Value | Count | Frequency (%) |
239.53 | 1 | |
248.26 | 1 | |
317.15 | 1 | |
338.59 | 1 | |
590.33 | 1 | |
620.28 | 1 | |
632.58 | 1 | |
640.05 | 1 | |
977.21 | 1 | |
1042.24 | 1 |
Value | Count | Frequency (%) |
28117.04 | 1 | |
24655.38 | 1 | |
20866.32 | 1 | |
19115.24 | 1 | |
18709.34 | 1 | |
18142.58 | 1 | |
16082.9 | 1 | |
14761.17 | 1 | |
12680.56 | 1 | |
12285.19 | 1 |
nox((g/km))
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 100 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 6707.1269 |
Minimum | 229.68 |
---|---|
Maximum | 49227.02 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 229.68 |
---|---|
5-th percentile | 559.7815 |
Q1 | 2128.3925 |
median | 4695.13 |
Q3 | 8188.1625 |
95-th percentile | 17507.338 |
Maximum | 49227.02 |
Range | 48997.34 |
Interquartile range (IQR) | 6059.77 |
Descriptive statistics
Standard deviation | 8475.165 |
---|---|
Coefficient of variation (CV) | 1.2636059 |
Kurtosis | 13.043344 |
Mean | 6707.1269 |
Median Absolute Deviation (MAD) | 2786.065 |
Skewness | 3.3711031 |
Sum | 670712.69 |
Variance | 71828423 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1258.59 | 1 | 1.0% |
8074.07 | 1 | 1.0% |
3112.54 | 1 | 1.0% |
9152.23 | 1 | 1.0% |
9835.15 | 1 | 1.0% |
3638.32 | 1 | 1.0% |
5300.83 | 1 | 1.0% |
10055.15 | 1 | 1.0% |
11256.4 | 1 | 1.0% |
5326.47 | 1 | 1.0% |
Other values (90) | 90 |
Value | Count | Frequency (%) |
229.68 | 1 | |
232.78 | 1 | |
235.01 | 1 | |
264.98 | 1 | |
520.1 | 1 | |
561.87 | 1 | |
563.49 | 1 | |
600.84 | 1 | |
958.05 | 1 | |
979.46 | 1 |
Value | Count | Frequency (%) |
49227.02 | 1 | |
47035.91 | 1 | |
38358.81 | 1 | |
36231.07 | 1 | |
18532.17 | 1 | |
17453.4 | 1 | |
15546.88 | 1 | |
14477.75 | 1 | |
13327.22 | 1 | |
12610.72 | 1 |
hc((g/km))
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 100 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 806.1287 |
Minimum | 32.22 |
---|---|
Maximum | 5104 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 32.22 |
---|---|
5-th percentile | 75.048 |
Q1 | 287.51 |
median | 575.475 |
Q3 | 1015.6125 |
95-th percentile | 2174.662 |
Maximum | 5104 |
Range | 5071.78 |
Interquartile range (IQR) | 728.1025 |
Descriptive statistics
Standard deviation | 898.83535 |
---|---|
Coefficient of variation (CV) | 1.1150023 |
Kurtosis | 10.032197 |
Mean | 806.1287 |
Median Absolute Deviation (MAD) | 317.625 |
Skewness | 2.9071327 |
Sum | 80612.87 |
Variance | 807904.98 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
186.65 | 1 | 1.0% |
845.17 | 1 | 1.0% |
455.64 | 1 | 1.0% |
1211.87 | 1 | 1.0% |
1317.61 | 1 | 1.0% |
505.06 | 1 | 1.0% |
687.3 | 1 | 1.0% |
1286.36 | 1 | 1.0% |
1329.94 | 1 | 1.0% |
566.13 | 1 | 1.0% |
Other values (90) | 90 |
Value | Count | Frequency (%) |
32.22 | 1 | |
32.28 | 1 | |
33.32 | 1 | |
35.47 | 1 | |
70.07 | 1 | |
75.31 | 1 | |
75.83 | 1 | |
77.63 | 1 | |
128.24 | 1 | |
133.91 | 1 |
Value | Count | Frequency (%) |
5104.0 | 1 | |
4729.07 | 1 | |
4174.12 | 1 | |
3721.18 | 1 | |
2367.36 | 1 | |
2164.52 | 1 | |
1857.56 | 1 | |
1758.2 | 1 | |
1738.99 | 1 | |
1673.11 | 1 |
pm((g/km))
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 100 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 421.1943 |
Minimum | 22.15 |
---|---|
Maximum | 2998.19 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 22.15 |
---|---|
5-th percentile | 43.869 |
Q1 | 132.085 |
median | 319.58 |
Q3 | 490.3325 |
95-th percentile | 1040.148 |
Maximum | 2998.19 |
Range | 2976.04 |
Interquartile range (IQR) | 358.2475 |
Descriptive statistics
Standard deviation | 513.88648 |
---|---|
Coefficient of variation (CV) | 1.2200699 |
Kurtosis | 12.966003 |
Mean | 421.1943 |
Median Absolute Deviation (MAD) | 184.685 |
Skewness | 3.3638479 |
Sum | 42119.43 |
Variance | 264079.32 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
82.5 | 1 | 1.0% |
489.78 | 1 | 1.0% |
222.66 | 1 | 1.0% |
572.57 | 1 | 1.0% |
642.4 | 1 | 1.0% |
217.22 | 1 | 1.0% |
328.25 | 1 | 1.0% |
615.33 | 1 | 1.0% |
748.37 | 1 | 1.0% |
344.05 | 1 | 1.0% |
Other values (90) | 90 |
Value | Count | Frequency (%) |
22.15 | 1 | |
22.34 | 1 | |
27.32 | 1 | |
27.79 | 1 | |
42.52 | 1 | |
43.94 | 1 | |
45.54 | 1 | |
53.51 | 1 | |
72.28 | 1 | |
73.39 | 1 |
Value | Count | Frequency (%) |
2998.19 | 1 | |
2864.1 | 1 | |
2298.1 | 1 | |
2245.58 | 1 | |
1118.77 | 1 | |
1036.01 | 1 | |
1014.85 | 1 | |
1000.19 | 1 | |
911.52 | 1 | |
748.37 | 1 |
co2((g/km))
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 100 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1438022.4 |
Minimum | 59358.64 |
---|---|
Maximum | 7626384.7 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 59358.64 |
---|---|
5-th percentile | 155769.67 |
Q1 | 489347.65 |
median | 975071.66 |
Q3 | 1901960.6 |
95-th percentile | 4575162.7 |
Maximum | 7626384.7 |
Range | 7567026.1 |
Interquartile range (IQR) | 1412613 |
Descriptive statistics
Standard deviation | 1458342.6 |
---|---|
Coefficient of variation (CV) | 1.0141306 |
Kurtosis | 5.0288741 |
Mean | 1438022.4 |
Median Absolute Deviation (MAD) | 561220.64 |
Skewness | 2.0789732 |
Sum | 1.4380224 × 108 |
Variance | 2.126763 × 1012 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
440976.2 | 1 | 1.0% |
1205038.6 | 1 | 1.0% |
619882.72 | 1 | 1.0% |
1846950.25 | 1 | 1.0% |
1883482.62 | 1 | 1.0% |
1090274.9 | 1 | 1.0% |
1323137.65 | 1 | 1.0% |
2570420.15 | 1 | 1.0% |
2725460.64 | 1 | 1.0% |
932550.92 | 1 | 1.0% |
Other values (90) | 90 |
Value | Count | Frequency (%) |
59358.64 | 1 | |
62028.74 | 1 | |
83353.4 | 1 | |
88588.14 | 1 | |
149554.97 | 1 | |
156096.76 | 1 | |
159788.23 | 1 | |
161765.63 | 1 | |
225340.82 | 1 | |
232079.5 | 1 |
Value | Count | Frequency (%) |
7626384.71 | 1 | |
7117391.25 | 1 | |
5527678.58 | 1 | |
5346646.18 | 1 | |
4682116.96 | 1 | |
4569533.48 | 1 | |
4162210.3 | 1 | |
3824936.65 | 1 | |
3178410.94 | 1 | |
3111665.74 | 1 |
주소
Text
Distinct | 50 |
---|---|
Distinct (%) | 50.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
Length
Max length | 11 |
---|---|
Median length | 11 |
Mean length | 10.86 |
Min length | 8 |
Characters and Unicode
Total characters | 1086 |
---|---|
Distinct characters | 107 |
Distinct categories | 2 ? |
Distinct scripts | 2 ? |
Distinct blocks | 2 ? |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 경남 사천 곤명 작팔 |
---|---|
2nd row | 경남 사천 곤명 작팔 |
3rd row | 경남 진주 문산 상문 |
4th row | 경남 진주 문산 상문 |
5th row | 경남 창원 진전 근곡 |
Value | Count | Frequency (%) |
경남 | 96 | |
울주 | 10 | 2.5% |
합천 | 10 | 2.5% |
고성 | 10 | 2.5% |
진주 | 8 | 2.0% |
창원 | 8 | 2.0% |
남해 | 8 | 2.0% |
창녕 | 6 | 1.5% |
산청 | 6 | 1.5% |
부산 | 4 | 1.0% |
Other values (106) | 232 |
Most occurring characters
Value | Count | Frequency (%) |
298 | ||
남 | 108 | 9.9% |
경 | 96 | 8.8% |
산 | 32 | 2.9% |
천 | 26 | 2.4% |
창 | 20 | 1.8% |
고 | 20 | 1.8% |
주 | 18 | 1.7% |
동 | 14 | 1.3% |
대 | 14 | 1.3% |
Other values (97) | 440 |
Most occurring categories
Value | Count | Frequency (%) |
Other Letter | 788 | |
Space Separator | 298 | 27.4% |
Most frequent character per category
Other Letter
Value | Count | Frequency (%) |
남 | 108 | 13.7% |
경 | 96 | 12.2% |
산 | 32 | 4.1% |
천 | 26 | 3.3% |
창 | 20 | 2.5% |
고 | 20 | 2.5% |
주 | 18 | 2.3% |
동 | 14 | 1.8% |
대 | 14 | 1.8% |
양 | 14 | 1.8% |
Other values (96) | 426 |
Space Separator
Value | Count | Frequency (%) |
298 |
Most occurring scripts
Value | Count | Frequency (%) |
Hangul | 788 | |
Common | 298 | 27.4% |
Most frequent character per script
Hangul
Value | Count | Frequency (%) |
남 | 108 | 13.7% |
경 | 96 | 12.2% |
산 | 32 | 4.1% |
천 | 26 | 3.3% |
창 | 20 | 2.5% |
고 | 20 | 2.5% |
주 | 18 | 2.3% |
동 | 14 | 1.8% |
대 | 14 | 1.8% |
양 | 14 | 1.8% |
Other values (96) | 426 |
Common
Value | Count | Frequency (%) |
298 |
Most occurring blocks
Value | Count | Frequency (%) |
Hangul | 788 | |
ASCII | 298 | 27.4% |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
298 |
Hangul
Value | Count | Frequency (%) |
남 | 108 | 13.7% |
경 | 96 | 12.2% |
산 | 32 | 4.1% |
천 | 26 | 3.3% |
창 | 20 | 2.5% |
고 | 20 | 2.5% |
주 | 18 | 2.3% |
동 | 14 | 1.8% |
대 | 14 | 1.8% |
양 | 14 | 1.8% |
Other values (96) | 426 |
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 | 0.442 | 0.826 | 0.622 | 0.742 | 0.539 | 0.577 | 0.568 | 0.546 | 1.000 |
지점 | 1.000 | 1.000 | 0.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.974 | 0.990 | 0.963 | 0.964 | 0.925 | 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 | 1.000 | 1.000 | 1.000 | 0.974 | 0.990 | 0.963 | 0.964 | 0.925 | 1.000 |
연장((km)) | 0.442 | 1.000 | 0.000 | 1.000 | 1.000 | 0.611 | 0.687 | 0.349 | 0.592 | 0.498 | 0.535 | 0.565 | 1.000 |
좌표위치위도((°)) | 0.826 | 1.000 | 0.000 | 1.000 | 0.611 | 1.000 | 0.567 | 0.651 | 0.542 | 0.446 | 0.508 | 0.501 | 1.000 |
좌표위치경도((°)) | 0.622 | 1.000 | 0.000 | 1.000 | 0.687 | 0.567 | 1.000 | 0.663 | 0.675 | 0.656 | 0.547 | 0.683 | 1.000 |
co((g/km)) | 0.742 | 0.974 | 0.000 | 0.974 | 0.349 | 0.651 | 0.663 | 1.000 | 0.916 | 0.952 | 0.891 | 0.957 | 0.974 |
nox((g/km)) | 0.539 | 0.990 | 0.000 | 0.990 | 0.592 | 0.542 | 0.675 | 0.916 | 1.000 | 0.950 | 0.995 | 0.939 | 0.990 |
hc((g/km)) | 0.577 | 0.963 | 0.000 | 0.963 | 0.498 | 0.446 | 0.656 | 0.952 | 0.950 | 1.000 | 0.937 | 0.905 | 0.963 |
pm((g/km)) | 0.568 | 0.964 | 0.000 | 0.964 | 0.535 | 0.508 | 0.547 | 0.891 | 0.995 | 0.937 | 1.000 | 0.935 | 0.964 |
co2((g/km)) | 0.546 | 0.925 | 0.000 | 0.925 | 0.565 | 0.501 | 0.683 | 0.957 | 0.939 | 0.905 | 0.935 | 1.000 | 0.925 |
주소 | 1.000 | 1.000 | 0.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.974 | 0.990 | 0.963 | 0.964 | 0.925 | 1.000 |
기본키 | 연장((km)) | 좌표위치위도((°)) | 좌표위치경도((°)) | co((g/km)) | nox((g/km)) | hc((g/km)) | pm((g/km)) | co2((g/km)) | 방향 | |
---|---|---|---|---|---|---|---|---|---|---|
기본키 | 1.000 | 0.043 | 0.121 | 0.206 | -0.113 | -0.021 | -0.056 | -0.022 | -0.108 | 0.000 |
연장((km)) | 0.043 | 1.000 | 0.251 | 0.105 | -0.133 | -0.197 | -0.195 | -0.190 | -0.131 | 0.000 |
좌표위치위도((°)) | 0.121 | 0.251 | 1.000 | 0.356 | -0.064 | 0.018 | 0.002 | 0.016 | -0.071 | 0.000 |
좌표위치경도((°)) | 0.206 | 0.105 | 0.356 | 1.000 | 0.505 | 0.448 | 0.474 | 0.441 | 0.494 | 0.000 |
co((g/km)) | -0.113 | -0.133 | -0.064 | 0.505 | 1.000 | 0.948 | 0.974 | 0.938 | 0.997 | 0.000 |
nox((g/km)) | -0.021 | -0.197 | 0.018 | 0.448 | 0.948 | 1.000 | 0.991 | 0.992 | 0.952 | 0.000 |
hc((g/km)) | -0.056 | -0.195 | 0.002 | 0.474 | 0.974 | 0.991 | 1.000 | 0.981 | 0.973 | 0.000 |
pm((g/km)) | -0.022 | -0.190 | 0.016 | 0.441 | 0.938 | 0.992 | 0.981 | 1.000 | 0.943 | 0.000 |
co2((g/km)) | -0.108 | -0.131 | -0.071 | 0.494 | 0.997 | 0.952 | 0.973 | 0.943 | 1.000 | 0.000 |
방향 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 |
기본키 | 도로종류 | 지점 | 방향 | 측정구간 | 연장((km)) | 측정일 | 측정시간 | 좌표위치위도((°)) | 좌표위치경도((°)) | co((g/km)) | nox((g/km)) | hc((g/km)) | pm((g/km)) | co2((g/km)) | 주소 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | 1 | 건기연 | [0216-2] | 1 | 북천-완사 | 4.2 | 20210601 | 0 | 35.12031 | 127.97011 | 1716.36 | 1258.59 | 186.65 | 82.5 | 440976.2 | 경남 사천 곤명 작팔 |
1 | 2 | 건기연 | [0216-2] | 2 | 북천-완사 | 4.2 | 20210601 | 0 | 35.12031 | 127.97011 | 2097.42 | 1894.81 | 244.98 | 132.39 | 547449.3 | 경남 사천 곤명 작팔 |
2 | 3 | 건기연 | [0218-1] | 1 | 진주-사봉 | 3.5 | 20210601 | 0 | 35.16901 | 128.1873 | 7940.37 | 8184.8 | 1091.26 | 540.61 | 1973018.95 | 경남 진주 문산 상문 |
3 | 4 | 건기연 | [0218-1] | 2 | 진주-사봉 | 3.5 | 20210601 | 0 | 35.16901 | 128.1873 | 7190.3 | 6716.65 | 912.47 | 398.14 | 1822586.22 | 경남 진주 문산 상문 |
4 | 5 | 건기연 | [0220-2] | 1 | 일반성-진북 | 4.8 | 20210601 | 0 | 35.10632 | 128.44218 | 11346.52 | 15546.88 | 1673.11 | 1014.85 | 3111665.74 | 경남 창원 진전 근곡 |
5 | 6 | 건기연 | [0220-2] | 2 | 일반성-진북 | 4.8 | 20210601 | 0 | 35.10632 | 128.44218 | 11028.57 | 11388.28 | 1381.12 | 714.32 | 2931840.27 | 경남 창원 진전 근곡 |
6 | 7 | 건기연 | [0302-4] | 1 | 상죽-사천 | 10.2 | 20210601 | 0 | 34.87506 | 128.00958 | 3027.35 | 2179.77 | 312.66 | 155.34 | 786415.15 | 경남 남해 창선 동대 |
7 | 8 | 건기연 | [0302-4] | 2 | 상죽-사천 | 10.2 | 20210601 | 0 | 34.87506 | 128.00958 | 2827.8 | 2096.18 | 296.11 | 165.05 | 734320.36 | 경남 남해 창선 동대 |
8 | 9 | 건기연 | [0303-1] | 1 | 용현-정촌 | 6.8 | 20210601 | 0 | 35.01785 | 128.05775 | 9588.94 | 8212.07 | 1144.74 | 491.99 | 2442491.62 | 경남 사천 용현 송지 |
9 | 10 | 건기연 | [0303-1] | 2 | 용현-정촌 | 6.8 | 20210601 | 0 | 35.01785 | 128.05775 | 10161.87 | 9218.73 | 1246.67 | 565.94 | 2590254.22 | 경남 사천 용현 송지 |
기본키 | 도로종류 | 지점 | 방향 | 측정구간 | 연장((km)) | 측정일 | 측정시간 | 좌표위치위도((°)) | 좌표위치경도((°)) | co((g/km)) | nox((g/km)) | hc((g/km)) | pm((g/km)) | co2((g/km)) | 주소 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
90 | 91 | 건기연 | [7901-0] | 1 | 정곡-의령 | 2.7 | 20210601 | 0 | 35.29567 | 128.298 | 4620.55 | 6101.34 | 670.56 | 388.04 | 1261088.21 | 경남 함안 군북 월촌 |
91 | 92 | 건기연 | [7901-0] | 2 | 정곡-의령 | 2.7 | 20210601 | 0 | 35.29567 | 128.298 | 4782.87 | 6333.13 | 707.82 | 419.12 | 1288829.02 | 경남 함안 군북 월촌 |
92 | 93 | 건기연 | [7904-0] | 1 | 마산-진영 | 5.2 | 20210601 | 0 | 35.28732 | 128.61172 | 16082.9 | 12610.72 | 1758.2 | 700.73 | 4162210.3 | 경남 창원 북 외감 |
93 | 94 | 건기연 | [7904-0] | 2 | 마산-진영 | 5.2 | 20210601 | 0 | 35.28732 | 128.61172 | 14761.17 | 11286.12 | 1575.91 | 605.75 | 3824936.65 | 경남 창원 북 외감 |
94 | 95 | 건기연 | [7904-3] | 1 | 창녕-남지 | 7.9 | 20210601 | 0 | 35.44323 | 128.5602 | 4367.03 | 4818.28 | 594.58 | 361.22 | 1109174.12 | 경남 창녕 도천 덕곡 |
95 | 96 | 건기연 | [7904-3] | 2 | 창녕-남지 | 7.9 | 20210601 | 0 | 35.44323 | 128.5602 | 3883.95 | 3808.35 | 513.12 | 241.76 | 954990.82 | 경남 창녕 도천 덕곡 |
96 | 97 | 건기연 | [00101-2] | 1 | 노포JCT-양산JCT | 7.3 | 20210601 | 0 | 35.30603 | 129.07556 | 24655.38 | 36231.07 | 3721.18 | 2245.58 | 7117391.25 | 부산 금정 노포 |
97 | 98 | 건기연 | [00101-2] | 2 | 노포JCT-양산JCT | 7.3 | 20210601 | 0 | 35.30603 | 129.07556 | 28117.04 | 38358.81 | 4174.12 | 2298.1 | 7626384.71 | 부산 금정 노포 |
98 | 99 | 건기연 | [00106] | 1 | 언양JCT-활천IC | 17.2 | 20210601 | 0 | 35.60563 | 129.14403 | 20866.32 | 49227.02 | 5104.0 | 2998.19 | 5527678.58 | 울산 울주 언양 반곡 |
99 | 100 | 건기연 | [00106] | 2 | 언양JCT-활천IC | 17.2 | 20210601 | 0 | 35.60563 | 129.14403 | 19115.24 | 47035.91 | 4729.07 | 2864.1 | 5346646.18 | 울산 울주 언양 반곡 |