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=49a14b90-4b5a-11ec-a893-4d3e48f9e980 |
도로종류 has constant value "" | Constant |
측정일 has constant value "" | Constant |
측정시분 has constant value "" | Constant |
co is highly overall correlated with nox and 3 other fields | High correlation |
nox is highly overall correlated with co and 3 other fields | High correlation |
hc is highly overall correlated with co and 3 other fields | High correlation |
pm is highly overall correlated with co and 3 other fields | High correlation |
co2 is highly overall correlated with co and 3 other fields | High correlation |
기본키 has unique values | Unique |
co has unique values | Unique |
nox has unique values | Unique |
hc has unique values | Unique |
pm has unique values | Unique |
co2 has unique values | Unique |
Reproduction
| Analysis started | 2024-04-16 16:22:59.906102 |
|---|---|
| Analysis finished | 2024-04-16 16:23:06.843285 |
| Duration | 6.94 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 | 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 | [0122-2] |
|---|---|
| 2nd row | [0122-2] |
| 3rd row | [0123-2] |
| 4th row | [0123-2] |
| 5th row | [0124-0] |
| Value | Count | Frequency (%) |
| 0122-2 | 2 | 2.0% |
| 3401-2 | 2 | 2.0% |
| 4001-2 | 2 | 2.0% |
| 2921-3 | 2 | 2.0% |
| 2922-0 | 2 | 2.0% |
| 2923-0 | 2 | 2.0% |
| 2924-2 | 2 | 2.0% |
| 3201-0 | 2 | 2.0% |
| 3203-2 | 2 | 2.0% |
| 3204-4 | 2 | 2.0% |
| Other values (40) | 80 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 124 | |
| 2 | 104 | |
| [ | 100 | |
| - | 100 | |
| ] | 100 | |
| 1 | 74 | |
| 3 | 70 | |
| 4 | 48 | 6.0% |
| 9 | 24 | 3.0% |
| 6 | 20 | 2.5% |
| Other values (3) | 36 | 4.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 500 | |
| 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 | 124 | |
| 2 | 104 | |
| 1 | 74 | |
| 3 | 70 | |
| 4 | 48 | 9.6% |
| 9 | 24 | 4.8% |
| 6 | 20 | 4.0% |
| 7 | 18 | 3.6% |
| 5 | 14 | 2.8% |
| 8 | 4 | 0.8% |
Open Punctuation
| Value | Count | Frequency (%) |
| [ | 100 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 100 |
Close Punctuation
| Value | Count | Frequency (%) |
| ] | 100 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 800 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 124 | |
| 2 | 104 | |
| [ | 100 | |
| - | 100 | |
| ] | 100 | |
| 1 | 74 | |
| 3 | 70 | |
| 4 | 48 | 6.0% |
| 9 | 24 | 3.0% |
| 6 | 20 | 2.5% |
| Other values (3) | 36 | 4.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 800 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 124 | |
| 2 | 104 | |
| [ | 100 | |
| - | 100 | |
| ] | 100 | |
| 1 | 74 | |
| 3 | 70 | |
| 4 | 48 | 6.0% |
| 9 | 24 | 3.0% |
| 6 | 20 | 2.5% |
| Other values (3) | 36 | 4.5% |
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 | 7 |
|---|---|
| Median length | 5 |
| Mean length | 5.1 |
| Min length | 4 |
Characters and Unicode
| Total characters | 510 |
|---|---|
| Distinct characters | 86 |
| 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 | 연무-논산 |
|---|---|
| 2nd row | 연무-논산 |
| 3rd row | 두마-금남 |
| 4th row | 두마-금남 |
| 5th row | 논산-반포 |
| Value | Count | Frequency (%) |
| 연무-논산 | 2 | 2.0% |
| 신평-인주 | 2 | 2.0% |
| 개화-만수 | 2 | 2.0% |
| 청양-홍성 | 2 | 2.0% |
| 홍성-고북 | 2 | 2.0% |
| 고북-서산 | 2 | 2.0% |
| 서산-지곡 | 2 | 2.0% |
| 만리포-태안 | 2 | 2.0% |
| 태안-서산 | 2 | 2.0% |
| 당진-송악 | 2 | 2.0% |
| Other values (40) | 80 |
Most occurring characters
| Value | Count | Frequency (%) |
| - | 100 | 19.6% |
| 산 | 40 | 7.8% |
| 성 | 20 | 3.9% |
| 양 | 14 | 2.7% |
| 천 | 12 | 2.4% |
| 안 | 12 | 2.4% |
| 홍 | 10 | 2.0% |
| 서 | 10 | 2.0% |
| 환 | 8 | 1.6% |
| 청 | 8 | 1.6% |
| Other values (76) | 276 |
Most occurring categories
| Value | Count | Frequency (%) |
| Other Letter | 406 | |
| Dash Punctuation | 100 | 19.6% |
| Uppercase Letter | 4 | 0.8% |
Most frequent character per category
Other Letter
| Value | Count | Frequency (%) |
| 산 | 40 | 9.9% |
| 성 | 20 | 4.9% |
| 양 | 14 | 3.4% |
| 천 | 12 | 3.0% |
| 안 | 12 | 3.0% |
| 홍 | 10 | 2.5% |
| 서 | 10 | 2.5% |
| 환 | 8 | 2.0% |
| 청 | 8 | 2.0% |
| 장 | 8 | 2.0% |
| Other values (73) | 264 |
Uppercase Letter
| Value | Count | Frequency (%) |
| C | 2 | |
| I | 2 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 100 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Hangul | 406 | |
| Common | 100 | 19.6% |
| Latin | 4 | 0.8% |
Most frequent character per script
Hangul
| Value | Count | Frequency (%) |
| 산 | 40 | 9.9% |
| 성 | 20 | 4.9% |
| 양 | 14 | 3.4% |
| 천 | 12 | 3.0% |
| 안 | 12 | 3.0% |
| 홍 | 10 | 2.5% |
| 서 | 10 | 2.5% |
| 환 | 8 | 2.0% |
| 청 | 8 | 2.0% |
| 장 | 8 | 2.0% |
| Other values (73) | 264 |
Latin
| Value | Count | Frequency (%) |
| C | 2 | |
| I | 2 |
Common
| Value | Count | Frequency (%) |
| - | 100 |
Most occurring blocks
| Value | Count | Frequency (%) |
| Hangul | 406 | |
| ASCII | 104 | 20.4% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| - | 100 | |
| C | 2 | 1.9% |
| I | 2 | 1.9% |
Hangul
| Value | Count | Frequency (%) |
| 산 | 40 | 9.9% |
| 성 | 20 | 4.9% |
| 양 | 14 | 3.4% |
| 천 | 12 | 3.0% |
| 안 | 12 | 3.0% |
| 홍 | 10 | 2.5% |
| 서 | 10 | 2.5% |
| 환 | 8 | 2.0% |
| 청 | 8 | 2.0% |
| 장 | 8 | 2.0% |
| Other values (73) | 264 |
연장
Real number (ℝ)
| Distinct | 43 |
|---|---|
| Distinct (%) | 43.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.98 |
| Minimum | 1.8 |
|---|---|
| Maximum | 23.2 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.0 KiB |
Quantile statistics
| Minimum | 1.8 |
|---|---|
| 5-th percentile | 2.2 |
| Q1 | 5.3 |
| median | 6.75 |
| Q3 | 9.7 |
| 95-th percentile | 14.6 |
| Maximum | 23.2 |
| Range | 21.4 |
| Interquartile range (IQR) | 4.4 |
Descriptive statistics
| Standard deviation | 4.0766395 |
|---|---|
| Coefficient of variation (CV) | 0.51085708 |
| Kurtosis | 2.66153 |
| Mean | 7.98 |
| Median Absolute Deviation (MAD) | 2.5 |
| Skewness | 1.2722984 |
| Sum | 798 |
| Variance | 16.61899 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=43)
| Value | Count | Frequency (%) |
| 4.9 | 4 | 4.0% |
| 6.6 | 4 | 4.0% |
| 12.9 | 4 | 4.0% |
| 6.2 | 4 | 4.0% |
| 9.7 | 4 | 4.0% |
| 8.3 | 4 | 4.0% |
| 9.3 | 4 | 4.0% |
| 7.2 | 2 | 2.0% |
| 4.3 | 2 | 2.0% |
| 9.5 | 2 | 2.0% |
| Other values (33) | 66 |
| Value | Count | Frequency (%) |
| 1.8 | 2 | |
| 2.0 | 2 | |
| 2.2 | 2 | |
| 2.7 | 2 | |
| 3.6 | 2 | |
| 4.0 | 2 | |
| 4.2 | 2 | |
| 4.3 | 2 | |
| 4.4 | 2 | |
| 4.9 | 4 |
| Value | Count | Frequency (%) |
| 23.2 | 2 | |
| 17.6 | 2 | |
| 14.6 | 2 | |
| 14.2 | 2 | |
| 12.9 | 4 | |
| 12.4 | 2 | |
| 12.2 | 2 | |
| 11.5 | 2 | |
| 10.6 | 2 | |
| 10.2 | 2 |
측정일
Categorical
CONSTANT
| Distinct | 1 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 932.0 B |
| 20210301 |
|---|
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 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 20210301 | 100 |
측정시분
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
Histogram of lengths of the category
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 | 36.503962 |
| Minimum | 36.02784 |
|---|---|
| Maximum | 36.95295 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.0 KiB |
Quantile statistics
| Minimum | 36.02784 |
|---|---|
| 5-th percentile | 36.07008 |
| Q1 | 36.25536 |
| median | 36.500575 |
| Q3 | 36.75792 |
| 95-th percentile | 36.90325 |
| Maximum | 36.95295 |
| Range | 0.92511 |
| Interquartile range (IQR) | 0.50256 |
Descriptive statistics
| Standard deviation | 0.2778267 |
|---|---|
| Coefficient of variation (CV) | 0.0076108641 |
| Kurtosis | -1.2719602 |
| Mean | 36.503962 |
| Median Absolute Deviation (MAD) | 0.24826 |
| Skewness | 0.0041346196 |
| Sum | 3650.3962 |
| Variance | 0.077187673 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 36.14511 | 2 | 2.0% |
| 36.89461 | 2 | 2.0% |
| 36.58635 | 2 | 2.0% |
| 36.72496 | 2 | 2.0% |
| 36.83292 | 2 | 2.0% |
| 36.75792 | 2 | 2.0% |
| 36.78489 | 2 | 2.0% |
| 36.90325 | 2 | 2.0% |
| 36.87015 | 2 | 2.0% |
| 36.51243 | 2 | 2.0% |
| Other values (40) | 80 |
| Value | Count | Frequency (%) |
| 36.02784 | 2 | |
| 36.05892 | 2 | |
| 36.07008 | 2 | |
| 36.08997 | 2 | |
| 36.1228 | 2 | |
| 36.14511 | 2 | |
| 36.16232 | 2 | |
| 36.18861 | 2 | |
| 36.1897 | 2 | |
| 36.21913 | 2 |
| Value | Count | Frequency (%) |
| 36.95295 | 2 | |
| 36.9261 | 2 | |
| 36.90325 | 2 | |
| 36.89991 | 2 | |
| 36.89461 | 2 | |
| 36.87646 | 2 | |
| 36.87015 | 2 | |
| 36.86711 | 2 | |
| 36.85256 | 2 | |
| 36.83292 | 2 |
좌표위치경도
Real number (ℝ)
| Distinct | 50 |
|---|---|
| Distinct (%) | 50.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 126.94536 |
| Minimum | 126.18913 |
|---|---|
| Maximum | 127.49717 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.0 KiB |
Quantile statistics
| Minimum | 126.18913 |
|---|---|
| 5-th percentile | 126.44223 |
| Q1 | 126.71493 |
| median | 126.93537 |
| Q3 | 127.15746 |
| 95-th percentile | 127.47469 |
| Maximum | 127.49717 |
| Range | 1.30804 |
| Interquartile range (IQR) | 0.44253 |
Descriptive statistics
| Standard deviation | 0.29794512 |
|---|---|
| Coefficient of variation (CV) | 0.0023470344 |
| Kurtosis | -0.38980981 |
| Mean | 126.94536 |
| Median Absolute Deviation (MAD) | 0.221265 |
| Skewness | -0.13207179 |
| Sum | 12694.536 |
| Variance | 0.088771294 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 127.10501 | 2 | 2.0% |
| 127.15746 | 2 | 2.0% |
| 126.61312 | 2 | 2.0% |
| 126.5301 | 2 | 2.0% |
| 126.44223 | 2 | 2.0% |
| 126.18913 | 2 | 2.0% |
| 126.37641 | 2 | 2.0% |
| 126.64887 | 2 | 2.0% |
| 126.75145 | 2 | 2.0% |
| 126.96572 | 2 | 2.0% |
| Other values (40) | 80 |
| Value | Count | Frequency (%) |
| 126.18913 | 2 | |
| 126.37641 | 2 | |
| 126.44223 | 2 | |
| 126.5301 | 2 | |
| 126.61045 | 2 | |
| 126.61312 | 2 | |
| 126.64274 | 2 | |
| 126.64887 | 2 | |
| 126.66451 | 2 | |
| 126.66796 | 2 |
| Value | Count | Frequency (%) |
| 127.49717 | 2 | |
| 127.49544 | 2 | |
| 127.47469 | 2 | |
| 127.42036 | 2 | |
| 127.28963 | 2 | |
| 127.28536 | 2 | |
| 127.27513 | 2 | |
| 127.25961 | 2 | |
| 127.25821 | 2 | |
| 127.24084 | 2 |
co
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 100 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3399.1872 |
| Minimum | 314.79 |
|---|---|
| Maximum | 10289.89 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.0 KiB |
Quantile statistics
| Minimum | 314.79 |
|---|---|
| 5-th percentile | 433.1635 |
| Q1 | 1418.475 |
| median | 3114.24 |
| Q3 | 5053.685 |
| 95-th percentile | 6828.9285 |
| Maximum | 10289.89 |
| Range | 9975.1 |
| Interquartile range (IQR) | 3635.21 |
Descriptive statistics
| Standard deviation | 2238.8311 |
|---|---|
| Coefficient of variation (CV) | 0.65863719 |
| Kurtosis | 0.065759714 |
| Mean | 3399.1872 |
| Median Absolute Deviation (MAD) | 1752.72 |
| Skewness | 0.67534745 |
| Sum | 339918.72 |
| Variance | 5012364.7 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 2779.55 | 1 | 1.0% |
| 6711.88 | 1 | 1.0% |
| 3069.26 | 1 | 1.0% |
| 9857.21 | 1 | 1.0% |
| 10289.89 | 1 | 1.0% |
| 1437.19 | 1 | 1.0% |
| 1360.71 | 1 | 1.0% |
| 2435.47 | 1 | 1.0% |
| 2261.7 | 1 | 1.0% |
| 6822.15 | 1 | 1.0% |
| Other values (90) | 90 |
| Value | Count | Frequency (%) |
| 314.79 | 1 | |
| 355.8 | 1 | |
| 401.11 | 1 | |
| 416.02 | 1 | |
| 418.79 | 1 | |
| 433.92 | 1 | |
| 483.11 | 1 | |
| 534.74 | 1 | |
| 638.65 | 1 | |
| 641.35 | 1 |
| Value | Count | Frequency (%) |
| 10289.89 | 1 | |
| 9857.21 | 1 | |
| 8080.07 | 1 | |
| 7894.34 | 1 | |
| 6957.72 | 1 | |
| 6822.15 | 1 | |
| 6711.88 | 1 | |
| 6604.76 | 1 | |
| 6450.47 | 1 | |
| 6443.27 | 1 |
nox
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 100 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2834.0021 |
| Minimum | 237.84 |
|---|---|
| Maximum | 10474.75 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.0 KiB |
Quantile statistics
| Minimum | 237.84 |
|---|---|
| 5-th percentile | 336.329 |
| Q1 | 1222.2725 |
| median | 2623.015 |
| Q3 | 4024.21 |
| 95-th percentile | 6224.893 |
| Maximum | 10474.75 |
| Range | 10236.91 |
| Interquartile range (IQR) | 2801.9375 |
Descriptive statistics
| Standard deviation | 1979.261 |
|---|---|
| Coefficient of variation (CV) | 0.69839787 |
| Kurtosis | 1.8708289 |
| Mean | 2834.0021 |
| Median Absolute Deviation (MAD) | 1404.86 |
| Skewness | 1.0544845 |
| Sum | 283400.21 |
| Variance | 3917474.2 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 3379.51 | 1 | 1.0% |
| 5941.89 | 1 | 1.0% |
| 3691.03 | 1 | 1.0% |
| 9400.11 | 1 | 1.0% |
| 10474.75 | 1 | 1.0% |
| 1103.31 | 1 | 1.0% |
| 1078.45 | 1 | 1.0% |
| 2343.46 | 1 | 1.0% |
| 1772.17 | 1 | 1.0% |
| 6223.57 | 1 | 1.0% |
| Other values (90) | 90 |
| Value | Count | Frequency (%) |
| 237.84 | 1 | |
| 273.85 | 1 | |
| 303.15 | 1 | |
| 304.49 | 1 | |
| 319.02 | 1 | |
| 337.24 | 1 | |
| 371.93 | 1 | |
| 429.54 | 1 | |
| 446.4 | 1 | |
| 480.2 | 1 |
| Value | Count | Frequency (%) |
| 10474.75 | 1 | |
| 9400.11 | 1 | |
| 7162.42 | 1 | |
| 6644.42 | 1 | |
| 6250.03 | 1 | |
| 6223.57 | 1 | |
| 5941.89 | 1 | |
| 5200.67 | 1 | |
| 4988.42 | 1 | |
| 4981.94 | 1 |
hc
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 100 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 377.0331 |
| Minimum | 32.37 |
|---|---|
| Maximum | 1306.16 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.0 KiB |
Quantile statistics
| Minimum | 32.37 |
|---|---|
| 5-th percentile | 46.106 |
| Q1 | 171.4125 |
| median | 349.835 |
| Q3 | 546.445 |
| 95-th percentile | 762.32 |
| Maximum | 1306.16 |
| Range | 1273.79 |
| Interquartile range (IQR) | 375.0325 |
Descriptive statistics
| Standard deviation | 253.26801 |
|---|---|
| Coefficient of variation (CV) | 0.67173946 |
| Kurtosis | 1.3181168 |
| Mean | 377.0331 |
| Median Absolute Deviation (MAD) | 188.425 |
| Skewness | 0.90181263 |
| Sum | 37703.31 |
| Variance | 64144.686 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 389.44 | 1 | 1.0% |
| 737.11 | 1 | 1.0% |
| 473.89 | 1 | 1.0% |
| 1207.4 | 1 | 1.0% |
| 1306.16 | 1 | 1.0% |
| 146.87 | 1 | 1.0% |
| 151.96 | 1 | 1.0% |
| 332.87 | 1 | 1.0% |
| 246.65 | 1 | 1.0% |
| 758.4 | 1 | 1.0% |
| Other values (90) | 90 |
| Value | Count | Frequency (%) |
| 32.37 | 1 | |
| 35.56 | 1 | |
| 41.31 | 1 | |
| 42.24 | 1 | |
| 45.27 | 1 | |
| 46.15 | 1 | |
| 51.93 | 1 | |
| 63.9 | 1 | |
| 64.07 | 1 | |
| 67.84 | 1 |
| Value | Count | Frequency (%) |
| 1306.16 | 1 | |
| 1207.4 | 1 | |
| 879.9 | 1 | |
| 845.51 | 1 | |
| 836.8 | 1 | |
| 758.4 | 1 | |
| 737.11 | 1 | |
| 683.5 | 1 | |
| 671.52 | 1 | |
| 665.66 | 1 |
pm
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 100 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 147.0248 |
| Minimum | 15.79 |
|---|---|
| Maximum | 518.37 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.0 KiB |
Quantile statistics
| Minimum | 15.79 |
|---|---|
| 5-th percentile | 22.4455 |
| Q1 | 58.56 |
| median | 139.94 |
| Q3 | 216.46 |
| 95-th percentile | 301.0145 |
| Maximum | 518.37 |
| Range | 502.58 |
| Interquartile range (IQR) | 157.9 |
Descriptive statistics
| Standard deviation | 105.65878 |
|---|---|
| Coefficient of variation (CV) | 0.71864596 |
| Kurtosis | 1.5335631 |
| Mean | 147.0248 |
| Median Absolute Deviation (MAD) | 80.5 |
| Skewness | 1.1087051 |
| Sum | 14702.48 |
| Variance | 11163.778 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 253.13 | 1 | 1.0% |
| 278.52 | 1 | 1.0% |
| 198.25 | 1 | 1.0% |
| 518.37 | 1 | 1.0% |
| 486.63 | 1 | 1.0% |
| 57.15 | 1 | 1.0% |
| 49.41 | 1 | 1.0% |
| 114.58 | 1 | 1.0% |
| 92.08 | 1 | 1.0% |
| 286.56 | 1 | 1.0% |
| Other values (90) | 90 |
| Value | Count | Frequency (%) |
| 15.79 | 1 | |
| 19.5 | 1 | |
| 19.86 | 1 | |
| 20.44 | 1 | |
| 22.36 | 1 | |
| 22.45 | 1 | |
| 24.15 | 1 | |
| 26.3 | 1 | |
| 27.23 | 1 | |
| 28.68 | 1 |
| Value | Count | Frequency (%) |
| 518.37 | 1 | |
| 486.63 | 1 | |
| 454.18 | 1 | |
| 381.42 | 1 | |
| 336.06 | 1 | |
| 299.17 | 1 | |
| 292.24 | 1 | |
| 286.56 | 1 | |
| 278.52 | 1 | |
| 274.31 | 1 |
co2
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 100 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 876670.83 |
| Minimum | 81574.38 |
|---|---|
| Maximum | 2695511.8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.0 KiB |
Quantile statistics
| Minimum | 81574.38 |
|---|---|
| 5-th percentile | 112925.19 |
| Q1 | 364416.1 |
| median | 796208.95 |
| Q3 | 1309871.9 |
| 95-th percentile | 1820293.3 |
| Maximum | 2695511.8 |
| Range | 2613937.4 |
| Interquartile range (IQR) | 945455.77 |
Descriptive statistics
| Standard deviation | 582477.1 |
|---|---|
| Coefficient of variation (CV) | 0.6644194 |
| Kurtosis | 0.11221556 |
| Mean | 876670.83 |
| Median Absolute Deviation (MAD) | 453695.36 |
| Skewness | 0.6983295 |
| Sum | 87667083 |
| Variance | 3.3927958 × 1011 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 718712.05 | 1 | 1.0% |
| 1736008.83 | 1 | 1.0% |
| 772387.98 | 1 | 1.0% |
| 2556832.92 | 1 | 1.0% |
| 2695511.8 | 1 | 1.0% |
| 370952.55 | 1 | 1.0% |
| 344806.76 | 1 | 1.0% |
| 598285.44 | 1 | 1.0% |
| 588039.44 | 1 | 1.0% |
| 1837959.79 | 1 | 1.0% |
| Other values (90) | 90 |
| Value | Count | Frequency (%) |
| 81574.38 | 1 | |
| 92724.55 | 1 | |
| 101988.89 | 1 | |
| 106029.66 | 1 | |
| 109727.65 | 1 | |
| 113093.48 | 1 | |
| 124571.38 | 1 | |
| 134653.8 | 1 | |
| 163657.69 | 1 | |
| 166708.93 | 1 |
| Value | Count | Frequency (%) |
| 2695511.8 | 1 | |
| 2556832.92 | 1 | |
| 2083581.14 | 1 | |
| 2018569.39 | 1 | |
| 1837959.79 | 1 | |
| 1819363.46 | 1 | |
| 1736008.83 | 1 | |
| 1681283.65 | 1 | |
| 1679139.25 | 1 | |
| 1666834.81 | 1 |
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 | 10.96 |
| Min length | 8 |
Characters and Unicode
| Total characters | 1096 |
|---|---|
| Distinct characters | 106 |
| 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 | 충남 논산 은진 토양 |
|---|---|
| 2nd row | 충남 논산 은진 토양 |
| 3rd row | 충남 공주 반포 온천 |
| 4th row | 충남 공주 반포 온천 |
| 5th row | 충남 논산 연산 천호 |
| Value | Count | Frequency (%) |
| 충남 | 100 | |
| 천안 | 12 | 3.0% |
| 공주 | 10 | 2.5% |
| 금산 | 10 | 2.5% |
| 청양 | 10 | 2.5% |
| 부여 | 8 | 2.0% |
| 예산 | 8 | 2.0% |
| 서천 | 8 | 2.0% |
| 아산 | 8 | 2.0% |
| 세종 | 6 | 1.5% |
| Other values (96) | 218 |
Most occurring characters
| Value | Count | Frequency (%) |
| 298 | ||
| 남 | 102 | 9.3% |
| 충 | 100 | 9.1% |
| 산 | 56 | 5.1% |
| 천 | 28 | 2.6% |
| 서 | 22 | 2.0% |
| 성 | 20 | 1.8% |
| 청 | 16 | 1.5% |
| 안 | 16 | 1.5% |
| 부 | 14 | 1.3% |
| Other values (96) | 424 |
Most occurring categories
| Value | Count | Frequency (%) |
| Other Letter | 798 | |
| Space Separator | 298 | 27.2% |
Most frequent character per category
Other Letter
| Value | Count | Frequency (%) |
| 남 | 102 | 12.8% |
| 충 | 100 | 12.5% |
| 산 | 56 | 7.0% |
| 천 | 28 | 3.5% |
| 서 | 22 | 2.8% |
| 성 | 20 | 2.5% |
| 청 | 16 | 2.0% |
| 안 | 16 | 2.0% |
| 부 | 14 | 1.8% |
| 주 | 14 | 1.8% |
| Other values (95) | 410 |
Space Separator
| Value | Count | Frequency (%) |
| 298 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Hangul | 798 | |
| Common | 298 | 27.2% |
Most frequent character per script
Hangul
| Value | Count | Frequency (%) |
| 남 | 102 | 12.8% |
| 충 | 100 | 12.5% |
| 산 | 56 | 7.0% |
| 천 | 28 | 3.5% |
| 서 | 22 | 2.8% |
| 성 | 20 | 2.5% |
| 청 | 16 | 2.0% |
| 안 | 16 | 2.0% |
| 부 | 14 | 1.8% |
| 주 | 14 | 1.8% |
| Other values (95) | 410 |
Common
| Value | Count | Frequency (%) |
| 298 |
Most occurring blocks
| Value | Count | Frequency (%) |
| Hangul | 798 | |
| ASCII | 298 | 27.2% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 298 |
Hangul
| Value | Count | Frequency (%) |
| 남 | 102 | 12.8% |
| 충 | 100 | 12.5% |
| 산 | 56 | 7.0% |
| 천 | 28 | 3.5% |
| 서 | 22 | 2.8% |
| 성 | 20 | 2.5% |
| 청 | 16 | 2.0% |
| 안 | 16 | 2.0% |
| 부 | 14 | 1.8% |
| 주 | 14 | 1.8% |
| Other values (95) | 410 |
| 기본키 | 지점 | 방향 | 측정구간 | 연장 | 좌표위치위도 | 좌표위치경도 | co | nox | hc | pm | co2 | 주소 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 기본키 | 1.000 | 1.000 | 0.000 | 1.000 | 0.538 | 0.812 | 0.844 | 0.604 | 0.494 | 0.514 | 0.497 | 0.670 | 1.000 |
| 지점 | 1.000 | 1.000 | 0.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.965 | 0.922 | 0.945 | 0.917 | 0.973 | 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 | 0.965 | 0.922 | 0.945 | 0.917 | 0.973 | 1.000 |
| 연장 | 0.538 | 1.000 | 0.000 | 1.000 | 1.000 | 0.600 | 0.579 | 0.526 | 0.472 | 0.578 | 0.454 | 0.503 | 1.000 |
| 좌표위치위도 | 0.812 | 1.000 | 0.000 | 1.000 | 0.600 | 1.000 | 0.845 | 0.407 | 0.222 | 0.404 | 0.169 | 0.480 | 1.000 |
| 좌표위치경도 | 0.844 | 1.000 | 0.000 | 1.000 | 0.579 | 0.845 | 1.000 | 0.449 | 0.539 | 0.499 | 0.430 | 0.493 | 1.000 |
| co | 0.604 | 0.965 | 0.000 | 0.965 | 0.526 | 0.407 | 0.449 | 1.000 | 0.956 | 0.903 | 0.858 | 0.997 | 0.965 |
| nox | 0.494 | 0.922 | 0.000 | 0.922 | 0.472 | 0.222 | 0.539 | 0.956 | 1.000 | 0.917 | 0.894 | 0.955 | 0.922 |
| hc | 0.514 | 0.945 | 0.000 | 0.945 | 0.578 | 0.404 | 0.499 | 0.903 | 0.917 | 1.000 | 0.876 | 0.888 | 0.945 |
| pm | 0.497 | 0.917 | 0.000 | 0.917 | 0.454 | 0.169 | 0.430 | 0.858 | 0.894 | 0.876 | 1.000 | 0.839 | 0.917 |
| co2 | 0.670 | 0.973 | 0.000 | 0.973 | 0.503 | 0.480 | 0.493 | 0.997 | 0.955 | 0.888 | 0.839 | 1.000 | 0.973 |
| 주소 | 1.000 | 1.000 | 0.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.965 | 0.922 | 0.945 | 0.917 | 0.973 | 1.000 |
| 기본키 | 연장 | 좌표위치위도 | 좌표위치경도 | co | nox | hc | pm | co2 | 방향 | |
|---|---|---|---|---|---|---|---|---|---|---|
| 기본키 | 1.000 | -0.012 | 0.203 | -0.303 | -0.331 | -0.296 | -0.302 | -0.360 | -0.332 | 0.000 |
| 연장 | -0.012 | 1.000 | 0.108 | -0.146 | 0.015 | 0.010 | 0.008 | 0.007 | 0.015 | 0.000 |
| 좌표위치위도 | 0.203 | 0.108 | 1.000 | -0.165 | 0.400 | 0.448 | 0.442 | 0.387 | 0.397 | 0.000 |
| 좌표위치경도 | -0.303 | -0.146 | -0.165 | 1.000 | 0.326 | 0.325 | 0.338 | 0.319 | 0.324 | 0.000 |
| co | -0.331 | 0.015 | 0.400 | 0.326 | 1.000 | 0.957 | 0.977 | 0.881 | 0.999 | 0.000 |
| nox | -0.296 | 0.010 | 0.448 | 0.325 | 0.957 | 1.000 | 0.994 | 0.954 | 0.954 | 0.000 |
| hc | -0.302 | 0.008 | 0.442 | 0.338 | 0.977 | 0.994 | 1.000 | 0.934 | 0.974 | 0.000 |
| pm | -0.360 | 0.007 | 0.387 | 0.319 | 0.881 | 0.954 | 0.934 | 1.000 | 0.878 | 0.000 |
| co2 | -0.332 | 0.015 | 0.397 | 0.324 | 0.999 | 0.954 | 0.974 | 0.878 | 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 | 측정일 | 측정시분 | 좌표위치위도 | 좌표위치경도 | co | nox | hc | pm | co2 | 주소 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | 건기연 | [0122-2] | 1 | 연무-논산 | 11.5 | 20210301 | 0 | 36.14511 | 127.10501 | 2779.55 | 3379.51 | 389.44 | 253.13 | 718712.05 | 충남 논산 은진 토양 |
| 1 | 2 | 건기연 | [0122-2] | 2 | 연무-논산 | 11.5 | 20210301 | 0 | 36.14511 | 127.10501 | 2507.25 | 3668.48 | 393.56 | 257.86 | 627777.01 | 충남 논산 은진 토양 |
| 2 | 3 | 건기연 | [0123-2] | 1 | 두마-금남 | 4.9 | 20210301 | 0 | 36.37685 | 127.25961 | 6957.72 | 4737.72 | 651.84 | 189.17 | 1819363.46 | 충남 공주 반포 온천 |
| 3 | 4 | 건기연 | [0123-2] | 2 | 두마-금남 | 4.9 | 20210301 | 0 | 36.37685 | 127.25961 | 6418.3 | 4179.12 | 594.4 | 150.24 | 1681283.65 | 충남 공주 반포 온천 |
| 4 | 5 | 건기연 | [0124-0] | 1 | 논산-반포 | 10.2 | 20210301 | 0 | 36.24966 | 127.22854 | 6443.27 | 4456.39 | 650.28 | 201.32 | 1666834.81 | 충남 논산 연산 천호 |
| 5 | 6 | 건기연 | [0124-0] | 2 | 논산-반포 | 10.2 | 20210301 | 0 | 36.24966 | 127.22854 | 6320.17 | 4568.0 | 629.44 | 292.24 | 1646033.57 | 충남 논산 연산 천호 |
| 6 | 7 | 건기연 | [0127-2] | 1 | 금남-조치원 | 12.2 | 20210301 | 0 | 36.56218 | 127.28536 | 5721.23 | 3862.2 | 544.51 | 143.0 | 1491501.85 | 충남 세종 연서 봉암 |
| 7 | 8 | 건기연 | [0127-2] | 2 | 금남-조치원 | 12.2 | 20210301 | 0 | 36.56218 | 127.28536 | 5467.95 | 3647.22 | 523.31 | 153.99 | 1434407.78 | 충남 세종 연서 봉암 |
| 8 | 9 | 건기연 | [0127-7] | 1 | 공주-유성 | 5.8 | 20210301 | 0 | 36.40916 | 127.25821 | 5923.58 | 4956.99 | 683.5 | 244.81 | 1503751.55 | 충남 공주 반포 성강 |
| 9 | 10 | 건기연 | [0127-7] | 2 | 공주-유성 | 5.8 | 20210301 | 0 | 36.40916 | 127.25821 | 5596.53 | 4917.87 | 654.68 | 225.34 | 1412748.1 | 충남 공주 반포 성강 |
| 기본키 | 도로종류 | 지점 | 방향 | 측정구간 | 연장 | 측정일 | 측정시분 | 좌표위치위도 | 좌표위치경도 | co | nox | hc | pm | co2 | 주소 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 90 | 91 | 건기연 | [3902-0] | 1 | 유구-아산 | 23.2 | 20210301 | 0 | 36.60979 | 126.97031 | 1012.9 | 666.17 | 96.38 | 24.15 | 264214.89 | 충남 공주 유구 추계 |
| 91 | 92 | 건기연 | [3902-0] | 2 | 유구-아산 | 23.2 | 20210301 | 0 | 36.60979 | 126.97031 | 641.35 | 429.54 | 64.07 | 22.45 | 166708.93 | 충남 공주 유구 추계 |
| 92 | 93 | 건기연 | [3902-2] | 1 | 장평-신풍 | 12.9 | 20210301 | 0 | 36.43536 | 126.9549 | 534.74 | 446.4 | 63.9 | 30.79 | 134653.8 | 충남 청양 정산 해남 |
| 93 | 94 | 건기연 | [3902-2] | 2 | 장평-신풍 | 12.9 | 20210301 | 0 | 36.43536 | 126.9549 | 418.79 | 304.49 | 42.24 | 26.3 | 109727.65 | 충남 청양 정산 해남 |
| 94 | 95 | 건기연 | [3905-0] | 1 | 염치-권관 | 8.3 | 20210301 | 0 | 36.85256 | 126.96007 | 5337.77 | 4864.09 | 618.84 | 216.36 | 1386506.89 | 충남 아산 영인 아산 |
| 95 | 96 | 건기연 | [3905-0] | 2 | 염치-권관 | 8.3 | 20210301 | 0 | 36.85256 | 126.96007 | 4658.41 | 3497.64 | 483.33 | 123.05 | 1213851.09 | 충남 아산 영인 아산 |
| 96 | 97 | 건기연 | [4001-2] | 1 | 개화-만수 | 2.0 | 20210301 | 0 | 36.29677 | 126.66451 | 1328.07 | 1517.59 | 190.12 | 92.21 | 317222.91 | 충남 보령 미산 도화담 |
| 97 | 98 | 건기연 | [4001-2] | 2 | 개화-만수 | 2.0 | 20210301 | 0 | 36.29677 | 126.66451 | 1234.73 | 1590.44 | 203.04 | 92.89 | 288940.13 | 충남 보령 미산 도화담 |
| 98 | 99 | 건기연 | [4001-4] | 1 | 덕산-갈산 | 12.9 | 20210301 | 0 | 36.64566 | 126.61045 | 719.24 | 529.89 | 69.46 | 28.68 | 187663.76 | 충남 예산 덕산 사천 |
| 99 | 100 | 건기연 | [4001-4] | 2 | 덕산-갈산 | 12.9 | 20210301 | 0 | 36.64566 | 126.61045 | 744.03 | 588.65 | 76.34 | 30.52 | 191728.4 | 충남 예산 덕산 사천 |