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=13ffd540-4b6b-11ec-a3b4-09b5f820f58d |
도로종류 has constant value "" | Constant |
측정일 has constant value "" | Constant |
측정시간 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 | 2023-12-10 11:54:49.489258 |
|---|---|
| Analysis finished | 2023-12-10 11:55:03.135532 |
| Duration | 13.65 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 | 8.02 |
| Min length | 8 |
Characters and Unicode
| Total characters | 802 |
|---|---|
| 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 | [0101-0] |
|---|---|
| 2nd row | [0101-0] |
| 3rd row | [0101-1] |
| 4th row | [0101-1] |
| 5th row | [0104-0] |
| Value | Count | Frequency (%) |
| 0101-0 | 2 | 2.0% |
| 1813-0 | 2 | 2.0% |
| 2314-0 | 2 | 2.0% |
| 1705-1 | 2 | 2.0% |
| 1706-3 | 2 | 2.0% |
| 1707-1 | 2 | 2.0% |
| 1801-4 | 2 | 2.0% |
| 1805-2 | 2 | 2.0% |
| 1806-2 | 2 | 2.0% |
| 1809-2 | 2 | 2.0% |
| Other values (40) | 80 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 152 | |
| 0 | 142 | |
| [ | 100 | |
| - | 100 | |
| ] | 100 | |
| 2 | 80 | |
| 3 | 34 | 4.2% |
| 5 | 22 | 2.7% |
| 8 | 18 | 2.2% |
| 6 | 14 | 1.7% |
| Other values (3) | 40 | 5.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 502 | |
| 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 (%) |
| 1 | 152 | |
| 0 | 142 | |
| 2 | 80 | |
| 3 | 34 | 6.8% |
| 5 | 22 | 4.4% |
| 8 | 18 | 3.6% |
| 6 | 14 | 2.8% |
| 4 | 14 | 2.8% |
| 7 | 14 | 2.8% |
| 9 | 12 | 2.4% |
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 | 802 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 152 | |
| 0 | 142 | |
| [ | 100 | |
| - | 100 | |
| ] | 100 | |
| 2 | 80 | |
| 3 | 34 | 4.2% |
| 5 | 22 | 2.7% |
| 8 | 18 | 2.2% |
| 6 | 14 | 1.7% |
| Other values (3) | 40 | 5.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 802 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 152 | |
| 0 | 142 | |
| [ | 100 | |
| - | 100 | |
| ] | 100 | |
| 2 | 80 | |
| 3 | 34 | 4.2% |
| 5 | 22 | 2.7% |
| 8 | 18 | 2.2% |
| 6 | 14 | 1.7% |
| 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 | 6 |
|---|---|
| Median length | 5 |
| Mean length | 5 |
| Min length | 3 |
Characters and Unicode
| Total characters | 500 |
|---|---|
| Distinct characters | 84 |
| 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 | 목포-무안 |
|---|---|
| 2nd row | 목포-무안 |
| 3rd row | 진도-무안 |
| 4th row | 진도-무안 |
| 5th row | 학교-장산 |
| Value | Count | Frequency (%) |
| 목포-무안 | 2 | 2.0% |
| 목사동-압록 | 2 | 2.0% |
| 마전-성송 | 2 | 2.0% |
| 순천-황전 | 2 | 2.0% |
| 구례구-용방 | 2 | 2.0% |
| 구례-곡성 | 2 | 2.0% |
| 백동-죽림 | 2 | 2.0% |
| 황산-해남 | 2 | 2.0% |
| 옥천-강진 | 2 | 2.0% |
| 보성-복내 | 2 | 2.0% |
| Other values (40) | 80 |
Most occurring characters
| Value | Count | Frequency (%) |
| - | 100 | 20.0% |
| 주 | 18 | 3.6% |
| 동 | 18 | 3.6% |
| 성 | 16 | 3.2% |
| 산 | 14 | 2.8% |
| 광 | 14 | 2.8% |
| 진 | 12 | 2.4% |
| 강 | 12 | 2.4% |
| 목 | 10 | 2.0% |
| 천 | 10 | 2.0% |
| Other values (74) | 276 |
Most occurring categories
| Value | Count | Frequency (%) |
| Other Letter | 400 | |
| Dash Punctuation | 100 | 20.0% |
Most frequent character per category
Other Letter
| Value | Count | Frequency (%) |
| 주 | 18 | 4.5% |
| 동 | 18 | 4.5% |
| 성 | 16 | 4.0% |
| 산 | 14 | 3.5% |
| 광 | 14 | 3.5% |
| 진 | 12 | 3.0% |
| 강 | 12 | 3.0% |
| 목 | 10 | 2.5% |
| 천 | 10 | 2.5% |
| 학 | 10 | 2.5% |
| Other values (73) | 266 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 100 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Hangul | 400 | |
| Common | 100 | 20.0% |
Most frequent character per script
Hangul
| Value | Count | Frequency (%) |
| 주 | 18 | 4.5% |
| 동 | 18 | 4.5% |
| 성 | 16 | 4.0% |
| 산 | 14 | 3.5% |
| 광 | 14 | 3.5% |
| 진 | 12 | 3.0% |
| 강 | 12 | 3.0% |
| 목 | 10 | 2.5% |
| 천 | 10 | 2.5% |
| 학 | 10 | 2.5% |
| Other values (73) | 266 |
Common
| Value | Count | Frequency (%) |
| - | 100 |
Most occurring blocks
| Value | Count | Frequency (%) |
| Hangul | 400 | |
| ASCII | 100 | 20.0% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| - | 100 |
Hangul
| Value | Count | Frequency (%) |
| 주 | 18 | 4.5% |
| 동 | 18 | 4.5% |
| 성 | 16 | 4.0% |
| 산 | 14 | 3.5% |
| 광 | 14 | 3.5% |
| 진 | 12 | 3.0% |
| 강 | 12 | 3.0% |
| 목 | 10 | 2.5% |
| 천 | 10 | 2.5% |
| 학 | 10 | 2.5% |
| Other values (73) | 266 |
연장
Real number (ℝ)
| Distinct | 42 |
|---|---|
| Distinct (%) | 42.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.646 |
| Minimum | 2.6 |
|---|---|
| Maximum | 33.8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.0 KiB |
Quantile statistics
| Minimum | 2.6 |
|---|---|
| 5-th percentile | 3.2 |
| Q1 | 5.4 |
| median | 9.65 |
| Q3 | 14.1 |
| 95-th percentile | 21.8 |
| Maximum | 33.8 |
| Range | 31.2 |
| Interquartile range (IQR) | 8.7 |
Descriptive statistics
| Standard deviation | 6.327947 |
|---|---|
| Coefficient of variation (CV) | 0.59439667 |
| Kurtosis | 2.1931012 |
| Mean | 10.646 |
| Median Absolute Deviation (MAD) | 4.25 |
| Skewness | 1.2898487 |
| Sum | 1064.6 |
| Variance | 40.042913 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=42)
| Value | Count | Frequency (%) |
| 5.4 | 6 | 6.0% |
| 11.4 | 6 | 6.0% |
| 7.4 | 4 | 4.0% |
| 10.3 | 4 | 4.0% |
| 7.9 | 4 | 4.0% |
| 4.4 | 4 | 4.0% |
| 6.8 | 2 | 2.0% |
| 24.3 | 2 | 2.0% |
| 8.0 | 2 | 2.0% |
| 4.5 | 2 | 2.0% |
| Other values (32) | 64 |
| Value | Count | Frequency (%) |
| 2.6 | 2 | 2.0% |
| 2.7 | 2 | 2.0% |
| 3.2 | 2 | 2.0% |
| 3.5 | 2 | 2.0% |
| 4.2 | 2 | 2.0% |
| 4.3 | 2 | 2.0% |
| 4.4 | 4 | |
| 4.5 | 2 | 2.0% |
| 5.2 | 2 | 2.0% |
| 5.4 | 6 |
| Value | Count | Frequency (%) |
| 33.8 | 2 | |
| 24.3 | 2 | |
| 21.8 | 2 | |
| 21.3 | 2 | |
| 19.5 | 2 | |
| 19.0 | 2 | |
| 18.0 | 2 | |
| 17.0 | 2 | |
| 16.0 | 2 | |
| 15.8 | 2 |
측정일
Categorical
CONSTANT
| Distinct | 1 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 932.0 B |
| 20210201 |
|---|
Length
| Max length | 8 |
|---|---|
| Median length | 8 |
| Mean length | 8 |
| Min length | 8 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 20210201 |
|---|---|
| 2nd row | 20210201 |
| 3rd row | 20210201 |
| 4th row | 20210201 |
| 5th row | 20210201 |
Common Values
| Value | Count | Frequency (%) |
| 20210201 | 100 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 20210201 | 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
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 | 34.940673 |
| Minimum | 34.38107 |
|---|---|
| Maximum | 35.34926 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.0 KiB |
Quantile statistics
| Minimum | 34.38107 |
|---|---|
| 5-th percentile | 34.55042 |
| Q1 | 34.80189 |
| median | 34.944735 |
| Q3 | 35.16902 |
| 95-th percentile | 35.29816 |
| Maximum | 35.34926 |
| Range | 0.96819 |
| Interquartile range (IQR) | 0.36713 |
Descriptive statistics
| Standard deviation | 0.24578151 |
|---|---|
| Coefficient of variation (CV) | 0.0070342522 |
| Kurtosis | -0.58584911 |
| Mean | 34.940673 |
| Median Absolute Deviation (MAD) | 0.18919 |
| Skewness | -0.31837261 |
| Sum | 3494.0673 |
| Variance | 0.06040855 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 34.85192 | 2 | 2.0% |
| 35.34926 | 2 | 2.0% |
| 35.18146 | 2 | 2.0% |
| 35.17397 | 2 | 2.0% |
| 34.38107 | 2 | 2.0% |
| 34.58728 | 2 | 2.0% |
| 34.61562 | 2 | 2.0% |
| 34.80445 | 2 | 2.0% |
| 34.83385 | 2 | 2.0% |
| 35.05426 | 2 | 2.0% |
| Other values (40) | 80 |
| Value | Count | Frequency (%) |
| 34.38107 | 2 | |
| 34.38392 | 2 | |
| 34.55042 | 2 | |
| 34.55273 | 2 | |
| 34.58728 | 2 | |
| 34.61562 | 2 | |
| 34.64175 | 2 | |
| 34.67935 | 2 | |
| 34.70297 | 2 | |
| 34.7172 | 2 |
| Value | Count | Frequency (%) |
| 35.34926 | 2 | |
| 35.32476 | 2 | |
| 35.29816 | 2 | |
| 35.28858 | 2 | |
| 35.27304 | 2 | |
| 35.2553 | 2 | |
| 35.22404 | 2 | |
| 35.21934 | 2 | |
| 35.21885 | 2 | |
| 35.18146 | 2 |
좌표위치경도
Real number (ℝ)
| Distinct | 50 |
|---|---|
| Distinct (%) | 50.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 126.91247 |
| Minimum | 126.21616 |
|---|---|
| Maximum | 127.75881 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.0 KiB |
Quantile statistics
| Minimum | 126.21616 |
|---|---|
| 5-th percentile | 126.2341 |
| Q1 | 126.57464 |
| median | 126.82531 |
| Q3 | 127.2868 |
| 95-th percentile | 127.55961 |
| Maximum | 127.75881 |
| Range | 1.54265 |
| Interquartile range (IQR) | 0.71216 |
Descriptive statistics
| Standard deviation | 0.41384533 |
|---|---|
| Coefficient of variation (CV) | 0.0032608721 |
| Kurtosis | -1.1212689 |
| Mean | 126.91247 |
| Median Absolute Deviation (MAD) | 0.323765 |
| Skewness | 0.16093528 |
| Sum | 12691.247 |
| Variance | 0.17126796 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 126.42727 | 2 | 2.0% |
| 126.46074 | 2 | 2.0% |
| 127.46572 | 2 | 2.0% |
| 127.43777 | 2 | 2.0% |
| 126.21616 | 2 | 2.0% |
| 126.51479 | 2 | 2.0% |
| 126.74515 | 2 | 2.0% |
| 127.10201 | 2 | 2.0% |
| 127.09515 | 2 | 2.0% |
| 127.26851 | 2 | 2.0% |
| Other values (40) | 80 |
| Value | Count | Frequency (%) |
| 126.21616 | 2 | |
| 126.23118 | 2 | |
| 126.2341 | 2 | |
| 126.36491 | 2 | |
| 126.36721 | 2 | |
| 126.42727 | 2 | |
| 126.46074 | 2 | |
| 126.47853 | 2 | |
| 126.50315 | 2 | |
| 126.51479 | 2 |
| Value | Count | Frequency (%) |
| 127.75881 | 2 | |
| 127.61069 | 2 | |
| 127.55961 | 2 | |
| 127.48499 | 2 | |
| 127.46572 | 2 | |
| 127.46028 | 2 | |
| 127.4424 | 2 | |
| 127.43777 | 2 | |
| 127.37931 | 2 | |
| 127.36361 | 2 |
co
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 100 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2861.0153 |
| Minimum | 194.96 |
|---|---|
| Maximum | 15966.26 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.0 KiB |
Quantile statistics
| Minimum | 194.96 |
|---|---|
| 5-th percentile | 346.263 |
| Q1 | 1042.2925 |
| median | 1967.62 |
| Q3 | 3924.43 |
| 95-th percentile | 7203.8165 |
| Maximum | 15966.26 |
| Range | 15771.3 |
| Interquartile range (IQR) | 2882.1375 |
Descriptive statistics
| Standard deviation | 2709.7765 |
|---|---|
| Coefficient of variation (CV) | 0.94713808 |
| Kurtosis | 7.8701911 |
| Mean | 2861.0153 |
| Median Absolute Deviation (MAD) | 1358.87 |
| Skewness | 2.3028944 |
| Sum | 286101.53 |
| Variance | 7342888.9 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 5461.86 | 1 | 1.0% |
| 1744.63 | 1 | 1.0% |
| 1131.31 | 1 | 1.0% |
| 348.65 | 1 | 1.0% |
| 327.32 | 1 | 1.0% |
| 741.52 | 1 | 1.0% |
| 797.83 | 1 | 1.0% |
| 347.26 | 1 | 1.0% |
| 354.77 | 1 | 1.0% |
| 2789.18 | 1 | 1.0% |
| Other values (90) | 90 |
| Value | Count | Frequency (%) |
| 194.96 | 1 | |
| 199.58 | 1 | |
| 238.59 | 1 | |
| 247.07 | 1 | |
| 327.32 | 1 | |
| 347.26 | 1 | |
| 348.65 | 1 | |
| 354.77 | 1 | |
| 465.29 | 1 | |
| 491.45 | 1 |
| Value | Count | Frequency (%) |
| 15966.26 | 1 | |
| 14943.08 | 1 | |
| 7994.88 | 1 | |
| 7693.44 | 1 | |
| 7538.53 | 1 | |
| 7186.2 | 1 | |
| 6976.75 | 1 | |
| 6901.76 | 1 | |
| 6471.26 | 1 | |
| 6358.33 | 1 |
nox
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 100 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3016.5887 |
| Minimum | 145.92 |
|---|---|
| Maximum | 25447.05 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.0 KiB |
Quantile statistics
| Minimum | 145.92 |
|---|---|
| 5-th percentile | 339.5275 |
| Q1 | 1100.3975 |
| median | 2063 |
| Q3 | 3856.7625 |
| 95-th percentile | 7231.499 |
| Maximum | 25447.05 |
| Range | 25301.13 |
| Interquartile range (IQR) | 2756.365 |
Descriptive statistics
| Standard deviation | 3605.6033 |
|---|---|
| Coefficient of variation (CV) | 1.1952585 |
| Kurtosis | 20.72477 |
| Mean | 3016.5887 |
| Median Absolute Deviation (MAD) | 1245.275 |
| Skewness | 3.9632593 |
| Sum | 301658.87 |
| Variance | 13000375 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 5234.26 | 1 | 1.0% |
| 1651.49 | 1 | 1.0% |
| 1081.98 | 1 | 1.0% |
| 387.05 | 1 | 1.0% |
| 311.55 | 1 | 1.0% |
| 802.5 | 1 | 1.0% |
| 940.92 | 1 | 1.0% |
| 341.0 | 1 | 1.0% |
| 357.46 | 1 | 1.0% |
| 2556.63 | 1 | 1.0% |
| Other values (90) | 90 |
| Value | Count | Frequency (%) |
| 145.92 | 1 | |
| 162.64 | 1 | |
| 163.5 | 1 | |
| 169.94 | 1 | |
| 311.55 | 1 | |
| 341.0 | 1 | |
| 357.46 | 1 | |
| 387.05 | 1 | |
| 391.52 | 1 | |
| 400.88 | 1 |
| Value | Count | Frequency (%) |
| 25447.05 | 1 | |
| 21488.93 | 1 | |
| 9590.01 | 1 | |
| 7661.41 | 1 | |
| 7551.82 | 1 | |
| 7214.64 | 1 | |
| 7182.24 | 1 | |
| 7159.64 | 1 | |
| 7003.3 | 1 | |
| 6270.36 | 1 |
hc
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 100 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 379.5769 |
| Minimum | 21.15 |
|---|---|
| Maximum | 2566.05 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.0 KiB |
Quantile statistics
| Minimum | 21.15 |
|---|---|
| 5-th percentile | 43.3945 |
| Q1 | 142.9975 |
| median | 259.33 |
| Q3 | 478.8925 |
| 95-th percentile | 1030.38 |
| Maximum | 2566.05 |
| Range | 2544.9 |
| Interquartile range (IQR) | 335.895 |
Descriptive statistics
| Standard deviation | 402.82726 |
|---|---|
| Coefficient of variation (CV) | 1.0612534 |
| Kurtosis | 13.024027 |
| Mean | 379.5769 |
| Median Absolute Deviation (MAD) | 166.295 |
| Skewness | 3.0538509 |
| Sum | 37957.69 |
| Variance | 162269.8 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 679.11 | 1 | 1.0% |
| 229.4 | 1 | 1.0% |
| 141.19 | 1 | 1.0% |
| 50.32 | 1 | 1.0% |
| 39.3 | 1 | 1.0% |
| 90.54 | 1 | 1.0% |
| 111.89 | 1 | 1.0% |
| 43.61 | 1 | 1.0% |
| 44.3 | 1 | 1.0% |
| 352.33 | 1 | 1.0% |
| Other values (90) | 90 |
| Value | Count | Frequency (%) |
| 21.15 | 1 | |
| 21.48 | 1 | |
| 25.07 | 1 | |
| 26.31 | 1 | |
| 39.3 | 1 | |
| 43.61 | 1 | |
| 44.3 | 1 | |
| 49.49 | 1 | |
| 50.32 | 1 | |
| 53.41 | 1 |
| Value | Count | Frequency (%) |
| 2566.05 | 1 | |
| 2349.92 | 1 | |
| 1124.95 | 1 | |
| 1063.99 | 1 | |
| 1055.84 | 1 | |
| 1029.04 | 1 | |
| 933.65 | 1 | |
| 908.14 | 1 | |
| 880.95 | 1 | |
| 866.02 | 1 |
pm
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 100 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 188.7187 |
| Minimum | 9.64 |
|---|---|
| Maximum | 1531.52 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.0 KiB |
Quantile statistics
| Minimum | 9.64 |
|---|---|
| 5-th percentile | 24.024 |
| Q1 | 70.73 |
| median | 125.14 |
| Q3 | 242.95 |
| 95-th percentile | 467.9215 |
| Maximum | 1531.52 |
| Range | 1521.88 |
| Interquartile range (IQR) | 172.22 |
Descriptive statistics
| Standard deviation | 211.4172 |
|---|---|
| Coefficient of variation (CV) | 1.1202769 |
| Kurtosis | 19.60352 |
| Mean | 188.7187 |
| Median Absolute Deviation (MAD) | 76.98 |
| Skewness | 3.7793283 |
| Sum | 18871.87 |
| Variance | 44697.234 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 297.99 | 1 | 1.0% |
| 124.98 | 1 | 1.0% |
| 67.39 | 1 | 1.0% |
| 24.05 | 1 | 1.0% |
| 23.53 | 1 | 1.0% |
| 47.94 | 1 | 1.0% |
| 58.63 | 1 | 1.0% |
| 28.79 | 1 | 1.0% |
| 29.94 | 1 | 1.0% |
| 140.23 | 1 | 1.0% |
| Other values (90) | 90 |
| Value | Count | Frequency (%) |
| 9.64 | 1 | |
| 11.19 | 1 | |
| 11.48 | 1 | |
| 11.73 | 1 | |
| 23.53 | 1 | |
| 24.05 | 1 | |
| 26.24 | 1 | |
| 27.47 | 1 | |
| 28.79 | 1 | |
| 29.21 | 1 |
| Value | Count | Frequency (%) |
| 1531.52 | 1 | |
| 1155.88 | 1 | |
| 620.54 | 1 | |
| 543.52 | 1 | |
| 535.21 | 1 | |
| 464.38 | 1 | |
| 443.55 | 1 | |
| 404.15 | 1 | |
| 394.1 | 1 | |
| 374.49 | 1 |
co2
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 100 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 724209.43 |
| Minimum | 50209.14 |
|---|---|
| Maximum | 4484630 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.0 KiB |
Quantile statistics
| Minimum | 50209.14 |
|---|---|
| 5-th percentile | 83219.982 |
| Q1 | 247422.6 |
| median | 484130.36 |
| Q3 | 996273.21 |
| 95-th percentile | 1771442.3 |
| Maximum | 4484630 |
| Range | 4434420.9 |
| Interquartile range (IQR) | 748850.61 |
Descriptive statistics
| Standard deviation | 713957.5 |
|---|---|
| Coefficient of variation (CV) | 0.98584397 |
| Kurtosis | 10.728842 |
| Mean | 724209.43 |
| Median Absolute Deviation (MAD) | 351751.03 |
| Skewness | 2.674735 |
| Sum | 72420943 |
| Variance | 5.0973531 × 1011 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1360011.57 | 1 | 1.0% |
| 430917.12 | 1 | 1.0% |
| 280614.35 | 1 | 1.0% |
| 83265.67 | 1 | 1.0% |
| 82351.91 | 1 | 1.0% |
| 183799.78 | 1 | 1.0% |
| 191451.7 | 1 | 1.0% |
| 86887.14 | 1 | 1.0% |
| 88593.79 | 1 | 1.0% |
| 700115.44 | 1 | 1.0% |
| Other values (90) | 90 |
| Value | Count | Frequency (%) |
| 50209.14 | 1 | |
| 51363.37 | 1 | |
| 56354.12 | 1 | |
| 59079.14 | 1 | |
| 82351.91 | 1 | |
| 83265.67 | 1 | |
| 86887.14 | 1 | |
| 88593.79 | 1 | |
| 119324.0 | 1 | |
| 125311.96 | 1 |
| Value | Count | Frequency (%) |
| 4484629.99 | 1 | |
| 4030914.67 | 1 | |
| 2050108.69 | 1 | |
| 1793105.31 | 1 | |
| 1779696.91 | 1 | |
| 1771007.82 | 1 | |
| 1675100.21 | 1 | |
| 1621367.3 | 1 | |
| 1619592.78 | 1 | |
| 1614919.0 | 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 | 10.88 |
| Min length | 8 |
Characters and Unicode
| Total characters | 1088 |
|---|---|
| Distinct characters | 109 |
| 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 | 전남 무안 삼향 왕산 |
|---|---|
| 2nd row | 전남 무안 삼향 왕산 |
| 3rd row | 전남 목포 죽교 |
| 4th row | 전남 목포 죽교 |
| 5th row | 전남 나주 다시 복암 |
| Value | Count | Frequency (%) |
| 전남 | 100 | |
| 순천 | 12 | 3.0% |
| 강진 | 10 | 2.5% |
| 보성 | 8 | 2.0% |
| 영광 | 8 | 2.0% |
| 화순 | 8 | 2.0% |
| 곡성 | 6 | 1.5% |
| 나주 | 6 | 1.5% |
| 해남 | 6 | 1.5% |
| 미력 | 6 | 1.5% |
| Other values (98) | 228 |
Most occurring characters
| Value | Count | Frequency (%) |
| 298 | ||
| 전 | 110 | 10.1% |
| 남 | 110 | 10.1% |
| 성 | 26 | 2.4% |
| 천 | 20 | 1.8% |
| 순 | 20 | 1.8% |
| 산 | 18 | 1.7% |
| 안 | 16 | 1.5% |
| 신 | 16 | 1.5% |
| 광 | 14 | 1.3% |
| Other values (99) | 440 |
Most occurring categories
| Value | Count | Frequency (%) |
| Other Letter | 790 | |
| Space Separator | 298 | 27.4% |
Most frequent character per category
Other Letter
| Value | Count | Frequency (%) |
| 전 | 110 | 13.9% |
| 남 | 110 | 13.9% |
| 성 | 26 | 3.3% |
| 천 | 20 | 2.5% |
| 순 | 20 | 2.5% |
| 산 | 18 | 2.3% |
| 안 | 16 | 2.0% |
| 신 | 16 | 2.0% |
| 광 | 14 | 1.8% |
| 영 | 14 | 1.8% |
| Other values (98) | 426 |
Space Separator
| Value | Count | Frequency (%) |
| 298 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Hangul | 790 | |
| Common | 298 | 27.4% |
Most frequent character per script
Hangul
| Value | Count | Frequency (%) |
| 전 | 110 | 13.9% |
| 남 | 110 | 13.9% |
| 성 | 26 | 3.3% |
| 천 | 20 | 2.5% |
| 순 | 20 | 2.5% |
| 산 | 18 | 2.3% |
| 안 | 16 | 2.0% |
| 신 | 16 | 2.0% |
| 광 | 14 | 1.8% |
| 영 | 14 | 1.8% |
| Other values (98) | 426 |
Common
| Value | Count | Frequency (%) |
| 298 |
Most occurring blocks
| Value | Count | Frequency (%) |
| Hangul | 790 | |
| ASCII | 298 | 27.4% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 298 |
Hangul
| Value | Count | Frequency (%) |
| 전 | 110 | 13.9% |
| 남 | 110 | 13.9% |
| 성 | 26 | 3.3% |
| 천 | 20 | 2.5% |
| 순 | 20 | 2.5% |
| 산 | 18 | 2.3% |
| 안 | 16 | 2.0% |
| 신 | 16 | 2.0% |
| 광 | 14 | 1.8% |
| 영 | 14 | 1.8% |
| Other values (98) | 426 |
| 기본키 | 지점 | 방향 | 측정구간 | 연장 | 좌표위치위도 | 좌표위치경도 | co | nox | hc | pm | co2 | 주소 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 기본키 | 1.000 | 1.000 | 0.000 | 1.000 | 0.457 | 0.780 | 0.819 | 0.560 | 0.393 | 0.528 | 0.464 | 0.411 | 1.000 |
| 지점 | 1.000 | 1.000 | 0.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.987 | 0.869 | 0.986 | 0.908 | 0.915 | 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 | 0.987 | 0.869 | 0.986 | 0.908 | 0.915 | 1.000 |
| 연장 | 0.457 | 1.000 | 0.000 | 1.000 | 1.000 | 0.565 | 0.687 | 0.418 | 0.269 | 0.486 | 0.000 | 0.294 | 1.000 |
| 좌표위치위도 | 0.780 | 1.000 | 0.000 | 1.000 | 0.565 | 1.000 | 0.744 | 0.462 | 0.276 | 0.507 | 0.363 | 0.326 | 1.000 |
| 좌표위치경도 | 0.819 | 1.000 | 0.000 | 1.000 | 0.687 | 0.744 | 1.000 | 0.522 | 0.491 | 0.479 | 0.519 | 0.447 | 1.000 |
| co | 0.560 | 0.987 | 0.000 | 0.987 | 0.418 | 0.462 | 0.522 | 1.000 | 0.971 | 0.983 | 0.846 | 0.909 | 0.987 |
| nox | 0.393 | 0.869 | 0.000 | 0.869 | 0.269 | 0.276 | 0.491 | 0.971 | 1.000 | 0.969 | 0.958 | 0.972 | 0.869 |
| hc | 0.528 | 0.986 | 0.000 | 0.986 | 0.486 | 0.507 | 0.479 | 0.983 | 0.969 | 1.000 | 0.857 | 0.920 | 0.986 |
| pm | 0.464 | 0.908 | 0.000 | 0.908 | 0.000 | 0.363 | 0.519 | 0.846 | 0.958 | 0.857 | 1.000 | 0.990 | 0.908 |
| co2 | 0.411 | 0.915 | 0.000 | 0.915 | 0.294 | 0.326 | 0.447 | 0.909 | 0.972 | 0.920 | 0.990 | 1.000 | 0.915 |
| 주소 | 1.000 | 1.000 | 0.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.987 | 0.869 | 0.986 | 0.908 | 0.915 | 1.000 |
| 기본키 | 연장 | 좌표위치위도 | 좌표위치경도 | co | nox | hc | pm | co2 | 방향 | |
|---|---|---|---|---|---|---|---|---|---|---|
| 기본키 | 1.000 | 0.037 | 0.413 | 0.068 | -0.418 | -0.443 | -0.431 | -0.416 | -0.424 | 0.000 |
| 연장 | 0.037 | 1.000 | -0.037 | -0.173 | -0.031 | -0.038 | -0.036 | -0.058 | -0.033 | 0.000 |
| 좌표위치위도 | 0.413 | -0.037 | 1.000 | 0.168 | -0.152 | -0.127 | -0.146 | -0.147 | -0.154 | 0.000 |
| 좌표위치경도 | 0.068 | -0.173 | 0.168 | 1.000 | -0.109 | -0.070 | -0.096 | -0.088 | -0.094 | 0.000 |
| co | -0.418 | -0.031 | -0.152 | -0.109 | 1.000 | 0.983 | 0.989 | 0.961 | 0.999 | 0.000 |
| nox | -0.443 | -0.038 | -0.127 | -0.070 | 0.983 | 1.000 | 0.995 | 0.985 | 0.985 | 0.000 |
| hc | -0.431 | -0.036 | -0.146 | -0.096 | 0.989 | 0.995 | 1.000 | 0.982 | 0.988 | 0.000 |
| pm | -0.416 | -0.058 | -0.147 | -0.088 | 0.961 | 0.985 | 0.982 | 1.000 | 0.962 | 0.000 |
| co2 | -0.424 | -0.033 | -0.154 | -0.094 | 0.999 | 0.985 | 0.988 | 0.962 | 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 | 측정시간 | 좌표위치위도 | 좌표위치경도 | co | nox | hc | pm | co2 | 주소 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | 건기연 | [0101-0] | 1 | 목포-무안 | 5.4 | 20210201 | 0 | 34.85192 | 126.42727 | 5461.86 | 5234.26 | 679.11 | 297.99 | 1360011.57 | 전남 무안 삼향 왕산 |
| 1 | 2 | 건기연 | [0101-0] | 2 | 목포-무안 | 5.4 | 20210201 | 0 | 34.85192 | 126.42727 | 5919.42 | 6270.36 | 820.56 | 338.6 | 1457088.76 | 전남 무안 삼향 왕산 |
| 2 | 3 | 건기연 | [0101-1] | 1 | 진도-무안 | 21.8 | 20210201 | 0 | 34.80189 | 126.36491 | 4726.72 | 5083.96 | 573.32 | 263.31 | 1288343.83 | 전남 목포 죽교 |
| 3 | 4 | 건기연 | [0101-1] | 2 | 진도-무안 | 21.8 | 20210201 | 0 | 34.80189 | 126.36491 | 4664.27 | 5089.76 | 564.36 | 278.12 | 1279979.07 | 전남 목포 죽교 |
| 4 | 5 | 건기연 | [0104-0] | 1 | 학교-장산 | 12.5 | 20210201 | 0 | 34.99062 | 126.65488 | 1335.35 | 1296.64 | 192.33 | 93.24 | 321586.09 | 전남 나주 다시 복암 |
| 5 | 6 | 건기연 | [0104-0] | 2 | 학교-장산 | 12.5 | 20210201 | 0 | 34.99062 | 126.65488 | 1350.08 | 1273.92 | 189.03 | 94.21 | 328486.46 | 전남 나주 다시 복암 |
| 6 | 7 | 건기연 | [0109-0] | 1 | 광주-장성 | 7.4 | 20210201 | 0 | 35.2553 | 126.8121 | 6246.9 | 6207.19 | 821.43 | 394.1 | 1569065.28 | 전남 장성 진원 산정 |
| 7 | 8 | 건기연 | [0109-0] | 2 | 광주-장성 | 7.4 | 20210201 | 0 | 35.2553 | 126.8121 | 7538.53 | 7661.41 | 1029.04 | 464.38 | 1779696.91 | 전남 장성 진원 산정 |
| 8 | 9 | 건기연 | [0201-4] | 1 | 금계-강진 | 12.6 | 20210201 | 0 | 34.70297 | 126.64976 | 2407.46 | 2909.01 | 375.58 | 194.32 | 579016.05 | 전남 영암 학산 묵동 |
| 9 | 10 | 건기연 | [0201-4] | 2 | 금계-강진 | 12.6 | 20210201 | 0 | 34.70297 | 126.64976 | 2179.68 | 2394.49 | 330.91 | 169.39 | 516488.56 | 전남 영암 학산 묵동 |
| 기본키 | 도로종류 | 지점 | 방향 | 측정구간 | 연장 | 측정일 | 측정시간 | 좌표위치위도 | 좌표위치경도 | co | nox | hc | pm | co2 | 주소 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 90 | 91 | 건기연 | [2306-0] | 1 | 나주-상방 | 9.7 | 20210201 | 0 | 34.95043 | 126.64704 | 2754.92 | 2827.63 | 377.93 | 244.63 | 692598.89 | 전남 나주 왕곡 신포 |
| 91 | 92 | 건기연 | [2306-0] | 2 | 나주-상방 | 9.7 | 20210201 | 0 | 34.95043 | 126.64704 | 2799.8 | 2541.56 | 341.61 | 224.46 | 709745.31 | 전남 나주 왕곡 신포 |
| 92 | 93 | 건기연 | [2309-0] | 1 | 동강-함평 | 5.6 | 20210201 | 0 | 35.03781 | 126.53424 | 1499.28 | 1420.31 | 183.36 | 87.7 | 373651.82 | 전남 함평 학교 사거 |
| 93 | 94 | 건기연 | [2309-0] | 2 | 동강-함평 | 5.6 | 20210201 | 0 | 35.03781 | 126.53424 | 1570.05 | 1606.55 | 204.53 | 105.28 | 385855.4 | 전남 함평 학교 사거 |
| 94 | 95 | 건기연 | [2311-1] | 1 | 신광-영광 | 8.7 | 20210201 | 0 | 35.21885 | 126.50315 | 957.93 | 1102.15 | 139.84 | 83.7 | 229604.51 | 전남 영광 불갑 안맹 |
| 95 | 96 | 건기연 | [2311-1] | 2 | 신광-영광 | 8.7 | 20210201 | 0 | 35.21885 | 126.50315 | 984.28 | 1168.74 | 150.49 | 86.86 | 232651.45 | 전남 영광 불갑 안맹 |
| 96 | 97 | 건기연 | [2314-0] | 1 | 마전-성송 | 4.4 | 20210201 | 0 | 35.32476 | 126.59409 | 491.45 | 400.88 | 54.22 | 27.47 | 125768.99 | 전남 영광 대마 홍교 |
| 97 | 98 | 건기연 | [2314-0] | 2 | 마전-성송 | 4.4 | 20210201 | 0 | 35.32476 | 126.59409 | 500.01 | 391.52 | 54.83 | 26.24 | 128062.95 | 전남 영광 대마 홍교 |
| 98 | 99 | 건기연 | [2401-0] | 1 | 지도-해제 | 19.5 | 20210201 | 0 | 35.06002 | 126.23118 | 1203.72 | 1155.56 | 151.18 | 89.15 | 300297.83 | 전남 신안 지도 광정 |
| 99 | 100 | 건기연 | [2401-0] | 2 | 지도-해제 | 19.5 | 20210201 | 0 | 35.06002 | 126.23118 | 1249.55 | 1153.54 | 153.22 | 84.72 | 312659.35 | 전남 신안 지도 광정 |