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=0092ec70-4b6d-11ec-a070-ab81432fd4e1 |
도로종류 has constant value "" | Constant |
측정일 has constant value "" | Constant |
측정시간 has constant value "" | Constant |
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 |
기본키 has unique values | Unique |
pm((g/km)) has 6 (6.0%) zeros | Zeros |
Reproduction
| Analysis started | 2023-12-10 12:14:58.917651 |
|---|---|
| Analysis finished | 2023-12-10 12:15:05.773507 |
| Duration | 6.86 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 |
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 |
| 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
Histogram of lengths of the category
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 |
Length
| Max length | 9 |
|---|---|
| Median length | 8 |
| Mean length | 8 |
| Min length | 7 |
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 | [0216-2] |
|---|---|
| 2nd row | [0216-2] |
| 3rd row | [0218-1] |
| 4th row | [0218-1] |
| 5th row | [0220-2] |
| 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
Histogram of lengths of the category
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 |
Length
| Max length | 11 |
|---|---|
| Median length | 5 |
| Mean length | 5.3 |
| Min length | 5 |
Characters and Unicode
| Total characters | 530 |
|---|---|
| Distinct characters | 88 |
| Distinct categories | 3 ? |
| Distinct scripts | 3 ? |
| 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 | 북천-완사 |
|---|---|
| 2nd row | 북천-완사 |
| 3rd row | 진주-사봉 |
| 4th row | 진주-사봉 |
| 5th row | 일반성-진북 |
| 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 |
Histogram with fixed size bins (bins=43)
| 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
Histogram of lengths of the category
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 |
| 1 |
|---|
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 | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 100 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 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 |
Histogram with fixed size bins (bins=50)
| 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)
| 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 |
Histogram with fixed size bins (bins=50)
| 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
| Distinct | 94 |
|---|---|
| Distinct (%) | 94.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 36.7595 |
| Minimum | 0 |
|---|---|
| Maximum | 252.74 |
| Zeros | 1 |
| Zeros (%) | 1.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.65 |
| Q1 | 6.1225 |
| median | 18.22 |
| Q3 | 38.745 |
| 95-th percentile | 143.255 |
| Maximum | 252.74 |
| Range | 252.74 |
| Interquartile range (IQR) | 32.6225 |
Descriptive statistics
| Standard deviation | 52.54087 |
|---|---|
| Coefficient of variation (CV) | 1.4293141 |
| Kurtosis | 6.9612103 |
| Mean | 36.7595 |
| Median Absolute Deviation (MAD) | 13.085 |
| Skewness | 2.5962978 |
| Sum | 3675.95 |
| Variance | 2760.543 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.52 | 3 | 3.0% |
| 4.09 | 2 | 2.0% |
| 2.83 | 2 | 2.0% |
| 3.28 | 2 | 2.0% |
| 0.65 | 2 | 2.0% |
| 7.14 | 1 | 1.0% |
| 18.31 | 1 | 1.0% |
| 24.18 | 1 | 1.0% |
| 78.23 | 1 | 1.0% |
| 58.17 | 1 | 1.0% |
| Other values (84) | 84 |
| Value | Count | Frequency (%) |
| 0.0 | 1 | 1.0% |
| 0.52 | 3 | |
| 0.65 | 2 | |
| 1.34 | 1 | 1.0% |
| 1.78 | 1 | 1.0% |
| 2.26 | 1 | 1.0% |
| 2.68 | 1 | 1.0% |
| 2.83 | 2 | |
| 2.94 | 1 | 1.0% |
| 3.28 | 2 |
| Value | Count | Frequency (%) |
| 252.74 | 1 | |
| 241.18 | 1 | |
| 218.64 | 1 | |
| 218.58 | 1 | |
| 203.77 | 1 | |
| 140.07 | 1 | |
| 121.1 | 1 | |
| 85.45 | 1 | |
| 85.38 | 1 | |
| 84.03 | 1 |
nox((g/km))
Real number (ℝ)
HIGH CORRELATION
| Distinct | 94 |
|---|---|
| Distinct (%) | 94.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 43.3359 |
| Minimum | 0 |
|---|---|
| Maximum | 616 |
| Zeros | 1 |
| Zeros (%) | 1.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.32 |
| Q1 | 5.12 |
| median | 15.19 |
| Q3 | 46.575 |
| 95-th percentile | 116.5955 |
| Maximum | 616 |
| Range | 616 |
| Interquartile range (IQR) | 41.455 |
Descriptive statistics
| Standard deviation | 90.78895 |
|---|---|
| Coefficient of variation (CV) | 2.0950055 |
| Kurtosis | 23.366598 |
| Mean | 43.3359 |
| Median Absolute Deviation (MAD) | 13.13 |
| Skewness | 4.5887132 |
| Sum | 4333.59 |
| Variance | 8242.6334 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.28 | 3 | 3.0% |
| 2.93 | 2 | 2.0% |
| 1.88 | 2 | 2.0% |
| 1.96 | 2 | 2.0% |
| 0.32 | 2 | 2.0% |
| 4.4 | 1 | 1.0% |
| 11.64 | 1 | 1.0% |
| 18.77 | 1 | 1.0% |
| 70.91 | 1 | 1.0% |
| 57.34 | 1 | 1.0% |
| Other values (84) | 84 |
| Value | Count | Frequency (%) |
| 0.0 | 1 | 1.0% |
| 0.28 | 3 | |
| 0.32 | 2 | |
| 1.0 | 1 | 1.0% |
| 1.33 | 1 | 1.0% |
| 1.51 | 1 | 1.0% |
| 1.73 | 1 | 1.0% |
| 1.88 | 2 | |
| 1.96 | 2 | |
| 2.16 | 1 | 1.0% |
| Value | Count | Frequency (%) |
| 616.0 | 1 | |
| 509.68 | 1 | |
| 327.27 | 1 | |
| 317.5 | 1 | |
| 181.3 | 1 | |
| 113.19 | 1 | |
| 90.42 | 1 | |
| 86.42 | 1 | |
| 84.74 | 1 | |
| 74.63 | 1 |
hc((g/km))
Real number (ℝ)
HIGH CORRELATION
| Distinct | 88 |
|---|---|
| Distinct (%) | 88.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.3272 |
| Minimum | 0 |
|---|---|
| Maximum | 61.35 |
| Zeros | 1 |
| Zeros (%) | 1.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.06 |
| Q1 | 0.75 |
| median | 2.165 |
| Q3 | 5.85 |
| 95-th percentile | 16.4195 |
| Maximum | 61.35 |
| Range | 61.35 |
| Interquartile range (IQR) | 5.1 |
Descriptive statistics
| Standard deviation | 9.5490347 |
|---|---|
| Coefficient of variation (CV) | 1.7925054 |
| Kurtosis | 18.538501 |
| Mean | 5.3272 |
| Median Absolute Deviation (MAD) | 1.845 |
| Skewness | 4.030517 |
| Sum | 532.72 |
| Variance | 91.184063 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.04 | 3 | 3.0% |
| 0.27 | 3 | 3.0% |
| 0.32 | 3 | 3.0% |
| 0.06 | 2 | 2.0% |
| 1.51 | 2 | 2.0% |
| 2.4 | 2 | 2.0% |
| 3.1 | 2 | 2.0% |
| 0.41 | 2 | 2.0% |
| 1.66 | 2 | 2.0% |
| 5.91 | 1 | 1.0% |
| Other values (78) | 78 |
| Value | Count | Frequency (%) |
| 0.0 | 1 | 1.0% |
| 0.04 | 3 | |
| 0.06 | 2 | |
| 0.15 | 1 | 1.0% |
| 0.18 | 1 | 1.0% |
| 0.22 | 1 | 1.0% |
| 0.27 | 3 | |
| 0.31 | 1 | 1.0% |
| 0.32 | 3 | |
| 0.37 | 1 | 1.0% |
| Value | Count | Frequency (%) |
| 61.35 | 1 | |
| 53.32 | 1 | |
| 35.32 | 1 | |
| 33.03 | 1 | |
| 25.34 | 1 | |
| 15.95 | 1 | |
| 13.08 | 1 | |
| 11.23 | 1 | |
| 10.39 | 1 | |
| 10.35 | 1 |
pm((g/km))
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 69 |
|---|---|
| Distinct (%) | 69.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.6604 |
| Minimum | 0 |
|---|---|
| Maximum | 37.3 |
| Zeros | 6 |
| Zeros (%) | 6.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.3625 |
| median | 0.95 |
| Q3 | 2.8275 |
| 95-th percentile | 6.379 |
| Maximum | 37.3 |
| Range | 37.3 |
| Interquartile range (IQR) | 2.465 |
Descriptive statistics
| Standard deviation | 5.4794405 |
|---|---|
| Coefficient of variation (CV) | 2.0596303 |
| Kurtosis | 23.540832 |
| Mean | 2.6604 |
| Median Absolute Deviation (MAD) | 0.815 |
| Skewness | 4.6106348 |
| Sum | 266.04 |
| Variance | 30.024269 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.0 | 6 | 6.0% |
| 0.13 | 6 | 6.0% |
| 0.14 | 5 | 5.0% |
| 0.27 | 4 | 4.0% |
| 0.28 | 4 | 4.0% |
| 0.4 | 3 | 3.0% |
| 0.79 | 3 | 3.0% |
| 1.21 | 3 | 3.0% |
| 0.54 | 2 | 2.0% |
| 0.81 | 2 | 2.0% |
| Other values (59) | 62 |
| Value | Count | Frequency (%) |
| 0.0 | 6 | |
| 0.13 | 6 | |
| 0.14 | 5 | |
| 0.27 | 4 | |
| 0.28 | 4 | |
| 0.39 | 1 | 1.0% |
| 0.4 | 3 | |
| 0.42 | 1 | 1.0% |
| 0.44 | 1 | 1.0% |
| 0.54 | 2 | 2.0% |
| Value | Count | Frequency (%) |
| 37.3 | 1 | |
| 30.77 | 1 | |
| 19.77 | 1 | |
| 19.58 | 1 | |
| 10.35 | 1 | |
| 6.17 | 1 | |
| 5.58 | 1 | |
| 5.32 | 1 | |
| 5.29 | 1 | |
| 5.07 | 1 |
co2((g/km))
Real number (ℝ)
HIGH CORRELATION
| Distinct | 94 |
|---|---|
| Distinct (%) | 94.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9222.4466 |
| Minimum | 0 |
|---|---|
| Maximum | 71262.41 |
| Zeros | 1 |
| Zeros (%) | 1.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 153.68 |
| Q1 | 1484.84 |
| median | 4548.37 |
| Q3 | 8785.195 |
| 95-th percentile | 33357.359 |
| Maximum | 71262.41 |
| Range | 71262.41 |
| Interquartile range (IQR) | 7300.355 |
Descriptive statistics
| Standard deviation | 13885.087 |
|---|---|
| Coefficient of variation (CV) | 1.5055752 |
| Kurtosis | 8.8469513 |
| Mean | 9222.4466 |
| Median Absolute Deviation (MAD) | 3421.32 |
| Skewness | 2.8850332 |
| Sum | 922244.66 |
| Variance | 1.9279565 × 108 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 138.68 | 3 | 3.0% |
| 1064.53 | 2 | 2.0% |
| 740.29 | 2 | 2.0% |
| 794.65 | 2 | 2.0% |
| 153.68 | 2 | 2.0% |
| 1885.37 | 1 | 1.0% |
| 4829.64 | 1 | 1.0% |
| 6120.42 | 1 | 1.0% |
| 17946.52 | 1 | 1.0% |
| 14431.32 | 1 | 1.0% |
| Other values (84) | 84 |
| Value | Count | Frequency (%) |
| 0.0 | 1 | 1.0% |
| 138.68 | 3 | |
| 153.68 | 2 | |
| 333.6 | 1 | 1.0% |
| 462.92 | 1 | 1.0% |
| 595.97 | 1 | 1.0% |
| 646.6 | 1 | 1.0% |
| 740.29 | 2 | |
| 775.89 | 1 | 1.0% |
| 794.65 | 2 |
| Value | Count | Frequency (%) |
| 71262.41 | 1 | |
| 65436.9 | 1 | |
| 62273.29 | 1 | |
| 58331.55 | 1 | |
| 46739.8 | 1 | |
| 32653.02 | 1 | |
| 30896.54 | 1 | |
| 21468.4 | 1 | |
| 21395.8 | 1 | |
| 19883.13 | 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 ? |
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 | 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 | 0.506 | 0.355 | 0.352 | 0.351 | 0.455 | 1.000 |
| 지점 | 1.000 | 1.000 | 0.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.826 | 0.854 | 0.853 | 0.868 | 0.745 | 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 | 0.826 | 0.854 | 0.853 | 0.868 | 0.745 | 1.000 |
| 연장((km)) | 0.442 | 1.000 | 0.000 | 1.000 | 1.000 | 0.611 | 0.687 | 0.310 | 0.407 | 0.341 | 0.402 | 0.355 | 1.000 |
| 좌표위치위도((°)) | 0.826 | 1.000 | 0.000 | 1.000 | 0.611 | 1.000 | 0.567 | 0.346 | 0.000 | 0.120 | 0.000 | 0.254 | 1.000 |
| 좌표위치경도((°)) | 0.622 | 1.000 | 0.000 | 1.000 | 0.687 | 0.567 | 1.000 | 0.542 | 0.461 | 0.475 | 0.461 | 0.503 | 1.000 |
| co((g/km)) | 0.506 | 0.826 | 0.000 | 0.826 | 0.310 | 0.346 | 0.542 | 1.000 | 0.814 | 0.897 | 0.815 | 0.986 | 0.826 |
| nox((g/km)) | 0.355 | 0.854 | 0.000 | 0.854 | 0.407 | 0.000 | 0.461 | 0.814 | 1.000 | 0.971 | 1.000 | 0.899 | 0.854 |
| hc((g/km)) | 0.352 | 0.853 | 0.000 | 0.853 | 0.341 | 0.120 | 0.475 | 0.897 | 0.971 | 1.000 | 0.973 | 0.940 | 0.853 |
| pm((g/km)) | 0.351 | 0.868 | 0.000 | 0.868 | 0.402 | 0.000 | 0.461 | 0.815 | 1.000 | 0.973 | 1.000 | 0.901 | 0.868 |
| co2((g/km)) | 0.455 | 0.745 | 0.000 | 0.745 | 0.355 | 0.254 | 0.503 | 0.986 | 0.899 | 0.940 | 0.901 | 1.000 | 0.745 |
| 주소 | 1.000 | 1.000 | 0.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.826 | 0.854 | 0.853 | 0.868 | 0.745 | 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 | -0.035 | -0.002 | -0.011 | 0.018 | -0.033 | 0.000 |
| 연장((km)) | 0.043 | 1.000 | 0.251 | 0.105 | -0.046 | -0.080 | -0.092 | -0.053 | -0.043 | 0.000 |
| 좌표위치위도((°)) | 0.121 | 0.251 | 1.000 | 0.356 | -0.097 | -0.061 | -0.064 | -0.052 | -0.101 | 0.000 |
| 좌표위치경도((°)) | 0.206 | 0.105 | 0.356 | 1.000 | 0.491 | 0.466 | 0.480 | 0.460 | 0.489 | 0.000 |
| co((g/km)) | -0.035 | -0.046 | -0.097 | 0.491 | 1.000 | 0.979 | 0.987 | 0.970 | 0.997 | 0.000 |
| nox((g/km)) | -0.002 | -0.080 | -0.061 | 0.466 | 0.979 | 1.000 | 0.995 | 0.992 | 0.981 | 0.000 |
| hc((g/km)) | -0.011 | -0.092 | -0.064 | 0.480 | 0.987 | 0.995 | 1.000 | 0.986 | 0.985 | 0.000 |
| pm((g/km)) | 0.018 | -0.053 | -0.052 | 0.460 | 0.970 | 0.992 | 0.986 | 1.000 | 0.972 | 0.000 |
| co2((g/km)) | -0.033 | -0.043 | -0.101 | 0.489 | 0.997 | 0.981 | 0.985 | 0.972 | 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 |
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.
| 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 | 1 | 35.12031 | 127.97011 | 6.61 | 4.13 | 0.62 | 0.27 | 1746.69 | 경남 사천 곤명 작팔 |
| 1 | 2 | 건기연 | [0216-2] | 2 | 북천-완사 | 4.2 | 20210601 | 1 | 35.12031 | 127.97011 | 6.19 | 4.04 | 0.59 | 0.28 | 1619.26 | 경남 사천 곤명 작팔 |
| 2 | 3 | 건기연 | [0218-1] | 1 | 진주-사봉 | 3.5 | 20210601 | 1 | 35.16901 | 128.1873 | 20.76 | 17.26 | 2.56 | 1.14 | 5161.46 | 경남 진주 문산 상문 |
| 3 | 4 | 건기연 | [0218-1] | 2 | 진주-사봉 | 3.5 | 20210601 | 1 | 35.16901 | 128.1873 | 20.14 | 15.94 | 2.4 | 0.93 | 5061.52 | 경남 진주 문산 상문 |
| 4 | 5 | 건기연 | [0220-2] | 1 | 일반성-진북 | 4.8 | 20210601 | 1 | 35.10632 | 128.44218 | 82.37 | 86.42 | 11.23 | 5.58 | 19883.13 | 경남 창원 진전 근곡 |
| 5 | 6 | 건기연 | [0220-2] | 2 | 일반성-진북 | 4.8 | 20210601 | 1 | 35.10632 | 128.44218 | 81.35 | 84.74 | 10.23 | 5.32 | 21468.4 | 경남 창원 진전 근곡 |
| 6 | 7 | 건기연 | [0302-4] | 1 | 상죽-사천 | 10.2 | 20210601 | 1 | 34.87506 | 128.00958 | 19.52 | 12.6 | 1.86 | 0.94 | 5148.24 | 경남 남해 창선 동대 |
| 7 | 8 | 건기연 | [0302-4] | 2 | 상죽-사천 | 10.2 | 20210601 | 1 | 34.87506 | 128.00958 | 16.1 | 10.4 | 1.63 | 0.84 | 3879.58 | 경남 남해 창선 동대 |
| 8 | 9 | 건기연 | [0303-1] | 1 | 용현-정촌 | 6.8 | 20210601 | 1 | 35.01785 | 128.05775 | 85.38 | 66.0 | 10.12 | 3.77 | 19745.82 | 경남 사천 용현 송지 |
| 9 | 10 | 건기연 | [0303-1] | 2 | 용현-정촌 | 6.8 | 20210601 | 1 | 35.01785 | 128.05775 | 85.45 | 72.28 | 10.35 | 4.46 | 21395.8 | 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 | 1 | 35.29567 | 128.298 | 11.85 | 7.79 | 1.14 | 0.56 | 3099.84 | 경남 함안 군북 월촌 |
| 91 | 92 | 건기연 | [7901-0] | 2 | 정곡-의령 | 2.7 | 20210601 | 1 | 35.29567 | 128.298 | 23.06 | 20.95 | 3.3 | 1.32 | 5166.07 | 경남 함안 군북 월촌 |
| 92 | 93 | 건기연 | [7904-0] | 1 | 마산-진영 | 5.2 | 20210601 | 1 | 35.28732 | 128.61172 | 121.1 | 90.42 | 13.08 | 5.02 | 30896.54 | 경남 창원 북 외감 |
| 93 | 94 | 건기연 | [7904-0] | 2 | 마산-진영 | 5.2 | 20210601 | 1 | 35.28732 | 128.61172 | 76.91 | 55.71 | 8.6 | 2.77 | 17899.67 | 경남 창원 북 외감 |
| 94 | 95 | 건기연 | [7904-3] | 1 | 창녕-남지 | 7.9 | 20210601 | 1 | 35.44323 | 128.5602 | 36.6 | 35.1 | 4.95 | 2.51 | 8318.91 | 경남 창녕 도천 덕곡 |
| 95 | 96 | 건기연 | [7904-3] | 2 | 창녕-남지 | 7.9 | 20210601 | 1 | 35.44323 | 128.5602 | 24.62 | 23.65 | 3.2 | 1.45 | 5583.59 | 경남 창녕 도천 덕곡 |
| 96 | 97 | 건기연 | [00101-2] | 1 | 노포JCT-양산JCT | 7.3 | 20210601 | 1 | 35.30603 | 129.07556 | 241.18 | 327.27 | 35.32 | 19.77 | 65436.9 | 부산 금정 노포 |
| 97 | 98 | 건기연 | [00101-2] | 2 | 노포JCT-양산JCT | 7.3 | 20210601 | 1 | 35.30603 | 129.07556 | 218.58 | 317.5 | 33.03 | 19.58 | 62273.29 | 부산 금정 노포 |
| 98 | 99 | 건기연 | [00106] | 1 | 언양JCT-활천IC | 17.2 | 20210601 | 1 | 35.60563 | 129.14403 | 218.64 | 509.68 | 53.32 | 30.77 | 58331.55 | 울산 울주 언양 반곡 |
| 99 | 100 | 건기연 | [00106] | 2 | 언양JCT-활천IC | 17.2 | 20210601 | 1 | 35.60563 | 129.14403 | 252.74 | 616.0 | 61.35 | 37.3 | 71262.41 | 울산 울주 언양 반곡 |