Dataset statistics
| Number of variables | 20 |
|---|---|
| Number of observations | 21 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 3.6 KiB |
| Average record size in memory | 175.3 B |
Variable types
| Numeric | 9 |
|---|---|
| Categorical | 1 |
| Text | 10 |
Dataset
| Description | 에너지다소비사업자의 에너지사용량신고에 대한 데이터로 지역(지자체)별, 연도별, 부문별 다소비사업자의 ‘보일러’설비 에너지사용량에 대한 데이터 개방 |
|---|---|
| Author | 한국에너지공단 |
| URL | https://www.data.go.kr/data/15086732/fileData.do |
경기 is highly overall correlated with 경남 and 7 other fields | High correlation |
경남 is highly overall correlated with 경기 and 6 other fields | High correlation |
광주 is highly overall correlated with 경기 and 7 other fields | High correlation |
대전 is highly overall correlated with 경기 and 7 other fields | High correlation |
부산 is highly overall correlated with 경기 and 6 other fields | High correlation |
서울 is highly overall correlated with 경기 and 4 other fields | High correlation |
인천 is highly overall correlated with 경기 and 6 other fields | High correlation |
총합계 is highly overall correlated with 경기 and 7 other fields | High correlation |
부문 is highly overall correlated with 경기 and 7 other fields | High correlation |
경기 has unique values | Unique |
대전 has unique values | Unique |
서울 has unique values | Unique |
총합계 has unique values | Unique |
Reproduction
| Analysis started | 2023-12-12 09:20:39.277013 |
|---|---|
| Analysis finished | 2023-12-12 09:20:50.812903 |
| Duration | 11.54 seconds |
| Software version | ydata-profiling vv4.5.1 |
| Download configuration | config.json |
연도
Real number (ℝ)
| Distinct | 7 |
|---|---|
| Distinct (%) | 33.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2019 |
| Minimum | 2016 |
|---|---|
| Maximum | 2022 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 321.0 B |
Quantile statistics
| Minimum | 2016 |
|---|---|
| 5-th percentile | 2016 |
| Q1 | 2017 |
| median | 2019 |
| Q3 | 2021 |
| 95-th percentile | 2022 |
| Maximum | 2022 |
| Range | 6 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 2.0493902 |
|---|---|
| Coefficient of variation (CV) | 0.0010150521 |
| Kurtosis | -1.2573099 |
| Mean | 2019 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0 |
| Sum | 42399 |
| Variance | 4.2 |
| Monotonicity | Increasing |
Histogram with fixed size bins (bins=7)
| Value | Count | Frequency (%) |
| 2016 | 3 | |
| 2017 | 3 | |
| 2018 | 3 | |
| 2019 | 3 | |
| 2020 | 3 | |
| 2021 | 3 | |
| 2022 | 3 |
| Value | Count | Frequency (%) |
| 2016 | 3 | |
| 2017 | 3 | |
| 2018 | 3 | |
| 2019 | 3 | |
| 2020 | 3 | |
| 2021 | 3 | |
| 2022 | 3 |
| Value | Count | Frequency (%) |
| 2022 | 3 | |
| 2021 | 3 | |
| 2020 | 3 | |
| 2019 | 3 | |
| 2018 | 3 | |
| 2017 | 3 | |
| 2016 | 3 |
부문
Categorical
HIGH CORRELATION
| Distinct | 3 |
|---|---|
| Distinct (%) | 14.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 300.0 B |
| 산업 | |
|---|---|
| 건물 | |
| 수송 |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 산업 |
|---|---|
| 2nd row | 건물 |
| 3rd row | 수송 |
| 4th row | 산업 |
| 5th row | 건물 |
Common Values
| Value | Count | Frequency (%) |
| 산업 | 7 | |
| 건물 | 7 | |
| 수송 | 7 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 산업 | 7 | |
| 건물 | 7 | |
| 수송 | 7 |
강원
Text
| Distinct | 16 |
|---|---|
| Distinct (%) | 76.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 300.0 B |
Length
| Max length | 5 |
|---|---|
| Median length | 5 |
| Mean length | 4.5714286 |
| Min length | 2 |
Characters and Unicode
| Total characters | 96 |
|---|---|
| Distinct characters | 14 |
| 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 | 15 ? |
|---|---|
| Unique (%) | 71.4% |
Sample
| 1st row | 35848 |
|---|---|
| 2nd row | 43824 |
| 3rd row | 10 |
| 4th row | 39191 |
| 5th row | 43757 |
| Value | Count | Frequency (%) |
| 해당없음 | 6 | |
| 35848 | 1 | 4.8% |
| 43824 | 1 | 4.8% |
| 10 | 1 | 4.8% |
| 39191 | 1 | 4.8% |
| 43757 | 1 | 4.8% |
| 40296 | 1 | 4.8% |
| 51180 | 1 | 4.8% |
| 40618 | 1 | 4.8% |
| 50469 | 1 | 4.8% |
| Other values (6) | 6 |
Most occurring characters
| Value | Count | Frequency (%) |
| 4 | 14 | |
| 1 | 11 | |
| 9 | 9 | |
| 3 | 7 | 7.3% |
| 0 | 7 | 7.3% |
| 해 | 6 | 6.2% |
| 당 | 6 | 6.2% |
| 없 | 6 | 6.2% |
| 음 | 6 | 6.2% |
| 8 | 6 | 6.2% |
| Other values (4) | 18 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 72 | |
| Other Letter | 24 | 25.0% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 4 | 14 | |
| 1 | 11 | |
| 9 | 9 | |
| 3 | 7 | |
| 0 | 7 | |
| 8 | 6 | |
| 7 | 5 | 6.9% |
| 6 | 5 | 6.9% |
| 5 | 4 | 5.6% |
| 2 | 4 | 5.6% |
Other Letter
| Value | Count | Frequency (%) |
| 해 | 6 | |
| 당 | 6 | |
| 없 | 6 | |
| 음 | 6 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 72 | |
| Hangul | 24 | 25.0% |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 4 | 14 | |
| 1 | 11 | |
| 9 | 9 | |
| 3 | 7 | |
| 0 | 7 | |
| 8 | 6 | |
| 7 | 5 | 6.9% |
| 6 | 5 | 6.9% |
| 5 | 4 | 5.6% |
| 2 | 4 | 5.6% |
Hangul
| Value | Count | Frequency (%) |
| 해 | 6 | |
| 당 | 6 | |
| 없 | 6 | |
| 음 | 6 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 72 | |
| Hangul | 24 | 25.0% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 4 | 14 | |
| 1 | 11 | |
| 9 | 9 | |
| 3 | 7 | |
| 0 | 7 | |
| 8 | 6 | |
| 7 | 5 | 6.9% |
| 6 | 5 | 6.9% |
| 5 | 4 | 5.6% |
| 2 | 4 | 5.6% |
Hangul
| Value | Count | Frequency (%) |
| 해 | 6 | |
| 당 | 6 | |
| 없 | 6 | |
| 음 | 6 |
경기
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 21 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 477736.33 |
| Minimum | 159 |
|---|---|
| Maximum | 1617812 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 321.0 B |
Quantile statistics
| Minimum | 159 |
|---|---|
| 5-th percentile | 165 |
| Q1 | 682 |
| median | 88281 |
| Q3 | 1156356 |
| 95-th percentile | 1538001 |
| Maximum | 1617812 |
| Range | 1617653 |
| Interquartile range (IQR) | 1155674 |
Descriptive statistics
| Standard deviation | 641826.24 |
|---|---|
| Coefficient of variation (CV) | 1.3434738 |
| Kurtosis | -1.2051254 |
| Mean | 477736.33 |
| Median Absolute Deviation (MAD) | 88087 |
| Skewness | 0.86529975 |
| Sum | 10032463 |
| Variance | 4.1194093 × 1011 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=21)
| Value | Count | Frequency (%) |
| 1053509 | 1 | 4.8% |
| 89335 | 1 | 4.8% |
| 652 | 1 | 4.8% |
| 83474 | 1 | 4.8% |
| 1617812 | 1 | 4.8% |
| 745 | 1 | 4.8% |
| 77989 | 1 | 4.8% |
| 1538001 | 1 | 4.8% |
| 194 | 1 | 4.8% |
| 80015 | 1 | 4.8% |
| Other values (11) | 11 |
| Value | Count | Frequency (%) |
| 159 | 1 | |
| 165 | 1 | |
| 169 | 1 | |
| 194 | 1 | |
| 652 | 1 | |
| 682 | 1 | |
| 745 | 1 | |
| 77989 | 1 | |
| 80015 | 1 | |
| 83474 | 1 |
| Value | Count | Frequency (%) |
| 1617812 | 1 | |
| 1538001 | 1 | |
| 1457711 | 1 | |
| 1431859 | 1 | |
| 1172520 | 1 | |
| 1156356 | 1 | |
| 1053509 | 1 | |
| 91480 | 1 | |
| 91355 | 1 | |
| 89335 | 1 |
경남
Real number (ℝ)
HIGH CORRELATION
| Distinct | 20 |
|---|---|
| Distinct (%) | 95.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 103712.52 |
| Minimum | 51 |
|---|---|
| Maximum | 301174 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 321.0 B |
Quantile statistics
| Minimum | 51 |
|---|---|
| 5-th percentile | 52 |
| Q1 | 59 |
| median | 15926 |
| Q3 | 289011 |
| 95-th percentile | 299025 |
| Maximum | 301174 |
| Range | 301123 |
| Interquartile range (IQR) | 288952 |
Descriptive statistics
| Standard deviation | 139009.74 |
|---|---|
| Coefficient of variation (CV) | 1.3403371 |
| Kurtosis | -1.5743056 |
| Mean | 103712.52 |
| Median Absolute Deviation (MAD) | 15871 |
| Skewness | 0.75624463 |
| Sum | 2177963 |
| Variance | 1.9323709 × 1010 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=20)
| Value | Count | Frequency (%) |
| 52 | 2 | 9.5% |
| 301174 | 1 | 4.8% |
| 51 | 1 | 4.8% |
| 212 | 1 | 4.8% |
| 16812 | 1 | 4.8% |
| 295558 | 1 | 4.8% |
| 12491 | 1 | 4.8% |
| 298942 | 1 | 4.8% |
| 15124 | 1 | 4.8% |
| 287737 | 1 | 4.8% |
| Other values (10) | 10 |
| Value | Count | Frequency (%) |
| 51 | 1 | |
| 52 | 2 | |
| 55 | 1 | |
| 56 | 1 | |
| 59 | 1 | |
| 212 | 1 | |
| 12491 | 1 | |
| 13931 | 1 | |
| 15124 | 1 | |
| 15926 | 1 |
| Value | Count | Frequency (%) |
| 301174 | 1 | |
| 299025 | 1 | |
| 298942 | 1 | |
| 295684 | 1 | |
| 295558 | 1 | |
| 289011 | 1 | |
| 287737 | 1 | |
| 18747 | 1 | |
| 17264 | 1 | |
| 16812 | 1 |
경북
Text
| Distinct | 18 |
|---|---|
| Distinct (%) | 85.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 300.0 B |
Length
| Max length | 6 |
|---|---|
| Median length | 5 |
| Mean length | 4.5714286 |
| Min length | 1 |
Characters and Unicode
| Total characters | 96 |
|---|---|
| Distinct characters | 14 |
| 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 | 17 ? |
|---|---|
| Unique (%) | 81.0% |
Sample
| 1st row | 759785 |
|---|---|
| 2nd row | 15833 |
| 3rd row | 해당없음 |
| 4th row | 756600 |
| 5th row | 16266 |
| Value | Count | Frequency (%) |
| 해당없음 | 4 | |
| 759785 | 1 | 4.8% |
| 8 | 1 | 4.8% |
| 780256 | 1 | 4.8% |
| 12125 | 1 | 4.8% |
| 798209 | 1 | 4.8% |
| 5 | 1 | 4.8% |
| 11467 | 1 | 4.8% |
| 739163 | 1 | 4.8% |
| 14335 | 1 | 4.8% |
| Other values (8) | 8 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 14 | |
| 7 | 11 | |
| 5 | 11 | |
| 6 | 10 | |
| 3 | 9 | |
| 2 | 8 | |
| 9 | 5 | 5.2% |
| 8 | 5 | 5.2% |
| 해 | 4 | 4.2% |
| 당 | 4 | 4.2% |
| Other values (4) | 15 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 80 | |
| Other Letter | 16 | 16.7% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 14 | |
| 7 | 11 | |
| 5 | 11 | |
| 6 | 10 | |
| 3 | 9 | |
| 2 | 8 | |
| 9 | 5 | 6.2% |
| 8 | 5 | 6.2% |
| 0 | 4 | 5.0% |
| 4 | 3 | 3.8% |
Other Letter
| Value | Count | Frequency (%) |
| 해 | 4 | |
| 당 | 4 | |
| 없 | 4 | |
| 음 | 4 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 80 | |
| Hangul | 16 | 16.7% |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 14 | |
| 7 | 11 | |
| 5 | 11 | |
| 6 | 10 | |
| 3 | 9 | |
| 2 | 8 | |
| 9 | 5 | 6.2% |
| 8 | 5 | 6.2% |
| 0 | 4 | 5.0% |
| 4 | 3 | 3.8% |
Hangul
| Value | Count | Frequency (%) |
| 해 | 4 | |
| 당 | 4 | |
| 없 | 4 | |
| 음 | 4 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 80 | |
| Hangul | 16 | 16.7% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 14 | |
| 7 | 11 | |
| 5 | 11 | |
| 6 | 10 | |
| 3 | 9 | |
| 2 | 8 | |
| 9 | 5 | 6.2% |
| 8 | 5 | 6.2% |
| 0 | 4 | 5.0% |
| 4 | 3 | 3.8% |
Hangul
| Value | Count | Frequency (%) |
| 해 | 4 | |
| 당 | 4 | |
| 없 | 4 | |
| 음 | 4 |
광주
Real number (ℝ)
HIGH CORRELATION
| Distinct | 18 |
|---|---|
| Distinct (%) | 85.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 28539.571 |
| Minimum | 17 |
|---|---|
| Maximum | 87195 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 321.0 B |
Quantile statistics
| Minimum | 17 |
|---|---|
| 5-th percentile | 23 |
| Q1 | 33 |
| median | 6892 |
| Q3 | 73678 |
| 95-th percentile | 81204 |
| Maximum | 87195 |
| Range | 87178 |
| Interquartile range (IQR) | 73645 |
Descriptive statistics
| Standard deviation | 36316.71 |
|---|---|
| Coefficient of variation (CV) | 1.2725037 |
| Kurtosis | -1.4931363 |
| Mean | 28539.571 |
| Median Absolute Deviation (MAD) | 6863 |
| Skewness | 0.76382773 |
| Sum | 599331 |
| Variance | 1.3189034 × 109 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=18)
| Value | Count | Frequency (%) |
| 29 | 3 | 14.3% |
| 33 | 2 | 9.5% |
| 79681 | 1 | 4.8% |
| 7608 | 1 | 4.8% |
| 17 | 1 | 4.8% |
| 6892 | 1 | 4.8% |
| 87195 | 1 | 4.8% |
| 23 | 1 | 4.8% |
| 8339 | 1 | 4.8% |
| 81204 | 1 | 4.8% |
| Other values (8) | 8 |
| Value | Count | Frequency (%) |
| 17 | 1 | 4.8% |
| 23 | 1 | 4.8% |
| 29 | 3 | |
| 33 | 2 | |
| 6056 | 1 | 4.8% |
| 6643 | 1 | 4.8% |
| 6785 | 1 | 4.8% |
| 6892 | 1 | 4.8% |
| 7608 | 1 | 4.8% |
| 8339 | 1 | 4.8% |
| Value | Count | Frequency (%) |
| 87195 | 1 | |
| 81204 | 1 | |
| 80155 | 1 | |
| 79681 | 1 | |
| 77025 | 1 | |
| 73678 | 1 | |
| 69074 | 1 | |
| 8803 | 1 | |
| 8339 | 1 | |
| 7608 | 1 |
대구
Text
| Distinct | 15 |
|---|---|
| Distinct (%) | 71.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 300.0 B |
Length
| Max length | 6 |
|---|---|
| Median length | 5 |
| Mean length | 5 |
| Min length | 4 |
Characters and Unicode
| Total characters | 105 |
|---|---|
| Distinct characters | 14 |
| 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 | 14 ? |
|---|---|
| Unique (%) | 66.7% |
Sample
| 1st row | 356549 |
|---|---|
| 2nd row | 13896 |
| 3rd row | 해당없음 |
| 4th row | 334833 |
| 5th row | 13118 |
| Value | Count | Frequency (%) |
| 해당없음 | 7 | |
| 356549 | 1 | 4.8% |
| 13896 | 1 | 4.8% |
| 334833 | 1 | 4.8% |
| 13118 | 1 | 4.8% |
| 306467 | 1 | 4.8% |
| 14873 | 1 | 4.8% |
| 283807 | 1 | 4.8% |
| 14963 | 1 | 4.8% |
| 261068 | 1 | 4.8% |
| Other values (5) | 5 |
Most occurring characters
| Value | Count | Frequency (%) |
| 3 | 13 | |
| 8 | 13 | |
| 1 | 10 | |
| 6 | 9 | |
| 2 | 8 | |
| 해 | 7 | 6.7% |
| 당 | 7 | 6.7% |
| 없 | 7 | 6.7% |
| 음 | 7 | 6.7% |
| 4 | 6 | 5.7% |
| Other values (4) | 18 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 77 | |
| Other Letter | 28 | 26.7% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 3 | 13 | |
| 8 | 13 | |
| 1 | 10 | |
| 6 | 9 | |
| 2 | 8 | |
| 4 | 6 | |
| 9 | 6 | |
| 0 | 5 | 6.5% |
| 7 | 5 | 6.5% |
| 5 | 2 | 2.6% |
Other Letter
| Value | Count | Frequency (%) |
| 해 | 7 | |
| 당 | 7 | |
| 없 | 7 | |
| 음 | 7 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 77 | |
| Hangul | 28 | 26.7% |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 3 | 13 | |
| 8 | 13 | |
| 1 | 10 | |
| 6 | 9 | |
| 2 | 8 | |
| 4 | 6 | |
| 9 | 6 | |
| 0 | 5 | 6.5% |
| 7 | 5 | 6.5% |
| 5 | 2 | 2.6% |
Hangul
| Value | Count | Frequency (%) |
| 해 | 7 | |
| 당 | 7 | |
| 없 | 7 | |
| 음 | 7 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 77 | |
| Hangul | 28 | 26.7% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 3 | 13 | |
| 8 | 13 | |
| 1 | 10 | |
| 6 | 9 | |
| 2 | 8 | |
| 4 | 6 | |
| 9 | 6 | |
| 0 | 5 | 6.5% |
| 7 | 5 | 6.5% |
| 5 | 2 | 2.6% |
Hangul
| Value | Count | Frequency (%) |
| 해 | 7 | |
| 당 | 7 | |
| 없 | 7 | |
| 음 | 7 |
대전
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 21 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 62690.952 |
| Minimum | 3 |
|---|---|
| Maximum | 148806 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 321.0 B |
Quantile statistics
| Minimum | 3 |
|---|---|
| 5-th percentile | 261 |
| Q1 | 360 |
| median | 51288 |
| Q3 | 132126 |
| 95-th percentile | 143803 |
| Maximum | 148806 |
| Range | 148803 |
| Interquartile range (IQR) | 131766 |
Descriptive statistics
| Standard deviation | 57778.41 |
|---|---|
| Coefficient of variation (CV) | 0.92163874 |
| Kurtosis | -1.5367708 |
| Mean | 62690.952 |
| Median Absolute Deviation (MAD) | 51004 |
| Skewness | 0.33387751 |
| Sum | 1316510 |
| Variance | 3.3383447 × 109 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=21)
| Value | Count | Frequency (%) |
| 132126 | 1 | 4.8% |
| 56792 | 1 | 4.8% |
| 261 | 1 | 4.8% |
| 42858 | 1 | 4.8% |
| 135864 | 1 | 4.8% |
| 284 | 1 | 4.8% |
| 48972 | 1 | 4.8% |
| 148806 | 1 | 4.8% |
| 278 | 1 | 4.8% |
| 46151 | 1 | 4.8% |
| Other values (11) | 11 |
| Value | Count | Frequency (%) |
| 3 | 1 | |
| 261 | 1 | |
| 278 | 1 | |
| 284 | 1 | |
| 315 | 1 | |
| 360 | 1 | |
| 382 | 1 | |
| 42858 | 1 | |
| 46151 | 1 | |
| 48972 | 1 |
| Value | Count | Frequency (%) |
| 148806 | 1 | |
| 143803 | 1 | |
| 135864 | 1 | |
| 135619 | 1 | |
| 133512 | 1 | |
| 132126 | 1 | |
| 125102 | 1 | |
| 58239 | 1 | |
| 56792 | 1 | |
| 55495 | 1 |
부산
Real number (ℝ)
HIGH CORRELATION
| Distinct | 20 |
|---|---|
| Distinct (%) | 95.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 58072.238 |
| Minimum | 9 |
|---|---|
| Maximum | 155976 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 321.0 B |
Quantile statistics
| Minimum | 9 |
|---|---|
| 5-th percentile | 165 |
| Q1 | 222 |
| median | 36313 |
| Q3 | 123161 |
| 95-th percentile | 149211 |
| Maximum | 155976 |
| Range | 155967 |
| Interquartile range (IQR) | 122939 |
Descriptive statistics
| Standard deviation | 60073.436 |
|---|---|
| Coefficient of variation (CV) | 1.0344605 |
| Kurtosis | -1.4131429 |
| Mean | 58072.238 |
| Median Absolute Deviation (MAD) | 36139 |
| Skewness | 0.59964135 |
| Sum | 1219517 |
| Variance | 3.6088177 × 109 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=20)
| Value | Count | Frequency (%) |
| 174 | 2 | 9.5% |
| 149211 | 1 | 4.8% |
| 222 | 1 | 4.8% |
| 304 | 1 | 4.8% |
| 37761 | 1 | 4.8% |
| 121000 | 1 | 4.8% |
| 31938 | 1 | 4.8% |
| 127527 | 1 | 4.8% |
| 196 | 1 | 4.8% |
| 31956 | 1 | 4.8% |
| Other values (10) | 10 |
| Value | Count | Frequency (%) |
| 9 | 1 | |
| 165 | 1 | |
| 174 | 2 | |
| 196 | 1 | |
| 222 | 1 | |
| 304 | 1 | |
| 31938 | 1 | |
| 31956 | 1 | |
| 34096 | 1 | |
| 36313 | 1 |
| Value | Count | Frequency (%) |
| 155976 | 1 | |
| 149211 | 1 | |
| 148367 | 1 | |
| 137277 | 1 | |
| 127527 | 1 | |
| 123161 | 1 | |
| 121000 | 1 | |
| 45231 | 1 | |
| 38459 | 1 | |
| 37761 | 1 |
서울
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 21 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 130410.48 |
| Minimum | 1129 |
|---|---|
| Maximum | 234310 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 321.0 B |
Quantile statistics
| Minimum | 1129 |
|---|---|
| 5-th percentile | 1164 |
| Q1 | 1905 |
| median | 164452 |
| Q3 | 211703 |
| 95-th percentile | 228816 |
| Maximum | 234310 |
| Range | 233181 |
| Interquartile range (IQR) | 209798 |
Descriptive statistics
| Standard deviation | 96440.757 |
|---|---|
| Coefficient of variation (CV) | 0.73951695 |
| Kurtosis | -1.598131 |
| Mean | 130410.48 |
| Median Absolute Deviation (MAD) | 51677 |
| Skewness | -0.56506768 |
| Sum | 2738620 |
| Variance | 9.3008196 × 109 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=21)
| Value | Count | Frequency (%) |
| 161044 | 1 | 4.8% |
| 234310 | 1 | 4.8% |
| 1320 | 1 | 4.8% |
| 211703 | 1 | 4.8% |
| 214757 | 1 | 4.8% |
| 1164 | 1 | 4.8% |
| 202482 | 1 | 4.8% |
| 175171 | 1 | 4.8% |
| 1129 | 1 | 4.8% |
| 201324 | 1 | 4.8% |
| Other values (11) | 11 |
| Value | Count | Frequency (%) |
| 1129 | 1 | |
| 1164 | 1 | |
| 1320 | 1 | |
| 1355 | 1 | |
| 1379 | 1 | |
| 1905 | 1 | |
| 2025 | 1 | |
| 139052 | 1 | |
| 161044 | 1 | |
| 163295 | 1 |
| Value | Count | Frequency (%) |
| 234310 | 1 | |
| 228816 | 1 | |
| 225126 | 1 | |
| 216129 | 1 | |
| 214757 | 1 | |
| 211703 | 1 | |
| 202482 | 1 | |
| 201324 | 1 | |
| 190682 | 1 | |
| 175171 | 1 |
세종
Text
| Distinct | 15 |
|---|---|
| Distinct (%) | 71.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 300.0 B |
Length
| Max length | 5 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 3 |
Characters and Unicode
| Total characters | 84 |
|---|---|
| Distinct characters | 14 |
| 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 | 14 ? |
|---|---|
| Unique (%) | 66.7% |
Sample
| 1st row | 32015 |
|---|---|
| 2nd row | 382 |
| 3rd row | 해당없음 |
| 4th row | 25420 |
| 5th row | 389 |
| Value | Count | Frequency (%) |
| 해당없음 | 7 | |
| 32015 | 1 | 4.8% |
| 382 | 1 | 4.8% |
| 25420 | 1 | 4.8% |
| 389 | 1 | 4.8% |
| 25708 | 1 | 4.8% |
| 401 | 1 | 4.8% |
| 35401 | 1 | 4.8% |
| 398 | 1 | 4.8% |
| 28190 | 1 | 4.8% |
| Other values (5) | 5 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 10 | |
| 3 | 8 | |
| 해 | 7 | |
| 당 | 7 | |
| 없 | 7 | |
| 음 | 7 | |
| 0 | 7 | |
| 8 | 7 | |
| 5 | 6 | |
| 9 | 6 | |
| Other values (4) | 12 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 56 | |
| Other Letter | 28 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 10 | |
| 3 | 8 | |
| 0 | 7 | |
| 8 | 7 | |
| 5 | 6 | |
| 9 | 6 | |
| 1 | 4 | 7.1% |
| 4 | 3 | 5.4% |
| 7 | 3 | 5.4% |
| 6 | 2 | 3.6% |
Other Letter
| Value | Count | Frequency (%) |
| 해 | 7 | |
| 당 | 7 | |
| 없 | 7 | |
| 음 | 7 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 56 | |
| Hangul | 28 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 2 | 10 | |
| 3 | 8 | |
| 0 | 7 | |
| 8 | 7 | |
| 5 | 6 | |
| 9 | 6 | |
| 1 | 4 | 7.1% |
| 4 | 3 | 5.4% |
| 7 | 3 | 5.4% |
| 6 | 2 | 3.6% |
Hangul
| Value | Count | Frequency (%) |
| 해 | 7 | |
| 당 | 7 | |
| 없 | 7 | |
| 음 | 7 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 56 | |
| Hangul | 28 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 2 | 10 | |
| 3 | 8 | |
| 0 | 7 | |
| 8 | 7 | |
| 5 | 6 | |
| 9 | 6 | |
| 1 | 4 | 7.1% |
| 4 | 3 | 5.4% |
| 7 | 3 | 5.4% |
| 6 | 2 | 3.6% |
Hangul
| Value | Count | Frequency (%) |
| 해 | 7 | |
| 당 | 7 | |
| 없 | 7 | |
| 음 | 7 |
울산
Text
| Distinct | 15 |
|---|---|
| Distinct (%) | 71.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 300.0 B |
Length
| Max length | 7 |
|---|---|
| Median length | 4 |
| Mean length | 5 |
| Min length | 4 |
Characters and Unicode
| Total characters | 105 |
|---|---|
| Distinct characters | 14 |
| 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 | 14 ? |
|---|---|
| Unique (%) | 66.7% |
Sample
| 1st row | 2362614 |
|---|---|
| 2nd row | 3871 |
| 3rd row | 해당없음 |
| 4th row | 2289725 |
| 5th row | 3964 |
| Value | Count | Frequency (%) |
| 해당없음 | 7 | |
| 2362614 | 1 | 4.8% |
| 3871 | 1 | 4.8% |
| 2289725 | 1 | 4.8% |
| 3964 | 1 | 4.8% |
| 2465650 | 1 | 4.8% |
| 3890 | 1 | 4.8% |
| 2480999 | 1 | 4.8% |
| 3956 | 1 | 4.8% |
| 2338013 | 1 | 4.8% |
| Other values (5) | 5 |
Most occurring characters
| Value | Count | Frequency (%) |
| 3 | 15 | |
| 2 | 12 | |
| 5 | 9 | |
| 9 | 8 | |
| 해 | 7 | 6.7% |
| 당 | 7 | 6.7% |
| 없 | 7 | 6.7% |
| 음 | 7 | 6.7% |
| 6 | 7 | 6.7% |
| 8 | 7 | 6.7% |
| Other values (4) | 19 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 77 | |
| Other Letter | 28 | 26.7% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 3 | 15 | |
| 2 | 12 | |
| 5 | 9 | |
| 9 | 8 | |
| 6 | 7 | |
| 8 | 7 | |
| 1 | 6 | 7.8% |
| 4 | 5 | 6.5% |
| 0 | 5 | 6.5% |
| 7 | 3 | 3.9% |
Other Letter
| Value | Count | Frequency (%) |
| 해 | 7 | |
| 당 | 7 | |
| 없 | 7 | |
| 음 | 7 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 77 | |
| Hangul | 28 | 26.7% |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 3 | 15 | |
| 2 | 12 | |
| 5 | 9 | |
| 9 | 8 | |
| 6 | 7 | |
| 8 | 7 | |
| 1 | 6 | 7.8% |
| 4 | 5 | 6.5% |
| 0 | 5 | 6.5% |
| 7 | 3 | 3.9% |
Hangul
| Value | Count | Frequency (%) |
| 해 | 7 | |
| 당 | 7 | |
| 없 | 7 | |
| 음 | 7 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 77 | |
| Hangul | 28 | 26.7% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 3 | 15 | |
| 2 | 12 | |
| 5 | 9 | |
| 9 | 8 | |
| 6 | 7 | |
| 8 | 7 | |
| 1 | 6 | 7.8% |
| 4 | 5 | 6.5% |
| 0 | 5 | 6.5% |
| 7 | 3 | 3.9% |
Hangul
| Value | Count | Frequency (%) |
| 해 | 7 | |
| 당 | 7 | |
| 없 | 7 | |
| 음 | 7 |
인천
Real number (ℝ)
HIGH CORRELATION
| Distinct | 19 |
|---|---|
| Distinct (%) | 90.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 97366.048 |
| Minimum | 16 |
|---|---|
| Maximum | 387843 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 321.0 B |
Quantile statistics
| Minimum | 16 |
|---|---|
| 5-th percentile | 18 |
| Q1 | 23 |
| median | 14491 |
| Q3 | 220724 |
| 95-th percentile | 322586 |
| Maximum | 387843 |
| Range | 387827 |
| Interquartile range (IQR) | 220701 |
Descriptive statistics
| Standard deviation | 134255.28 |
|---|---|
| Coefficient of variation (CV) | 1.3788717 |
| Kurtosis | -0.70815381 |
| Mean | 97366.048 |
| Median Absolute Deviation (MAD) | 14471 |
| Skewness | 0.98724032 |
| Sum | 2044687 |
| Variance | 1.8024481 × 1010 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=19)
| Value | Count | Frequency (%) |
| 23 | 2 | 9.5% |
| 20 | 2 | 9.5% |
| 322586 | 1 | 4.8% |
| 19 | 1 | 4.8% |
| 14153 | 1 | 4.8% |
| 216496 | 1 | 4.8% |
| 13957 | 1 | 4.8% |
| 220724 | 1 | 4.8% |
| 18 | 1 | 4.8% |
| 14491 | 1 | 4.8% |
| Other values (9) | 9 |
| Value | Count | Frequency (%) |
| 16 | 1 | |
| 18 | 1 | |
| 19 | 1 | |
| 20 | 2 | |
| 23 | 2 | |
| 13957 | 1 | |
| 14153 | 1 | |
| 14296 | 1 | |
| 14491 | 1 | |
| 14900 | 1 |
| Value | Count | Frequency (%) |
| 387843 | 1 | |
| 322586 | 1 | |
| 288138 | 1 | |
| 250952 | 1 | |
| 248510 | 1 | |
| 220724 | 1 | |
| 216496 | 1 | |
| 20605 | 1 | |
| 16897 | 1 | |
| 14900 | 1 |
전남
Text
| Distinct | 17 |
|---|---|
| Distinct (%) | 81.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 300.0 B |
Length
| Max length | 7 |
|---|---|
| Median length | 4 |
| Mean length | 4.952381 |
| Min length | 3 |
Characters and Unicode
| Total characters | 104 |
|---|---|
| Distinct characters | 14 |
| 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 | 16 ? |
|---|---|
| Unique (%) | 76.2% |
Sample
| 1st row | 2607205 |
|---|---|
| 2nd row | 2634 |
| 3rd row | 해당없음 |
| 4th row | 2869300 |
| 5th row | 3320 |
| Value | Count | Frequency (%) |
| 해당없음 | 5 | |
| 2607205 | 1 | 4.8% |
| 2873794 | 1 | 4.8% |
| 4240 | 1 | 4.8% |
| 3169880 | 1 | 4.8% |
| 616 | 1 | 4.8% |
| 4121 | 1 | 4.8% |
| 3110240 | 1 | 4.8% |
| 3477 | 1 | 4.8% |
| 3495 | 1 | 4.8% |
| Other values (7) | 7 |
Most occurring characters
| Value | Count | Frequency (%) |
| 3 | 13 | |
| 2 | 12 | |
| 0 | 11 | |
| 1 | 9 | |
| 4 | 8 | |
| 6 | 8 | |
| 7 | 8 | |
| 9 | 7 | 6.7% |
| 해 | 5 | 4.8% |
| 당 | 5 | 4.8% |
| Other values (4) | 18 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 84 | |
| Other Letter | 20 | 19.2% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 3 | 13 | |
| 2 | 12 | |
| 0 | 11 | |
| 1 | 9 | |
| 4 | 8 | |
| 6 | 8 | |
| 7 | 8 | |
| 9 | 7 | |
| 8 | 5 | 6.0% |
| 5 | 3 | 3.6% |
Other Letter
| Value | Count | Frequency (%) |
| 해 | 5 | |
| 당 | 5 | |
| 없 | 5 | |
| 음 | 5 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 84 | |
| Hangul | 20 | 19.2% |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 3 | 13 | |
| 2 | 12 | |
| 0 | 11 | |
| 1 | 9 | |
| 4 | 8 | |
| 6 | 8 | |
| 7 | 8 | |
| 9 | 7 | |
| 8 | 5 | 6.0% |
| 5 | 3 | 3.6% |
Hangul
| Value | Count | Frequency (%) |
| 해 | 5 | |
| 당 | 5 | |
| 없 | 5 | |
| 음 | 5 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 84 | |
| Hangul | 20 | 19.2% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 3 | 13 | |
| 2 | 12 | |
| 0 | 11 | |
| 1 | 9 | |
| 4 | 8 | |
| 6 | 8 | |
| 7 | 8 | |
| 9 | 7 | |
| 8 | 5 | 6.0% |
| 5 | 3 | 3.6% |
Hangul
| Value | Count | Frequency (%) |
| 해 | 5 | |
| 당 | 5 | |
| 없 | 5 | |
| 음 | 5 |
전북
Text
| Distinct | 15 |
|---|---|
| Distinct (%) | 71.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 300.0 B |
Length
| Max length | 7 |
|---|---|
| Median length | 5 |
| Mean length | 5.3333333 |
| Min length | 4 |
Characters and Unicode
| Total characters | 112 |
|---|---|
| Distinct characters | 14 |
| 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 | 14 ? |
|---|---|
| Unique (%) | 66.7% |
Sample
| 1st row | 1801152 |
|---|---|
| 2nd row | 10483 |
| 3rd row | 해당없음 |
| 4th row | 1783515 |
| 5th row | 10959 |
| Value | Count | Frequency (%) |
| 해당없음 | 7 | |
| 1801152 | 1 | 4.8% |
| 10483 | 1 | 4.8% |
| 1783515 | 1 | 4.8% |
| 10959 | 1 | 4.8% |
| 1688865 | 1 | 4.8% |
| 10975 | 1 | 4.8% |
| 1615947 | 1 | 4.8% |
| 11744 | 1 | 4.8% |
| 1595203 | 1 | 4.8% |
| Other values (5) | 5 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 22 | |
| 5 | 12 | |
| 8 | 10 | |
| 0 | 9 | |
| 해 | 7 | 6.2% |
| 당 | 7 | 6.2% |
| 없 | 7 | 6.2% |
| 음 | 7 | 6.2% |
| 7 | 7 | 6.2% |
| 4 | 6 | 5.4% |
| Other values (4) | 18 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 84 | |
| Other Letter | 28 | 25.0% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 22 | |
| 5 | 12 | |
| 8 | 10 | |
| 0 | 9 | |
| 7 | 7 | 8.3% |
| 4 | 6 | 7.1% |
| 9 | 6 | 7.1% |
| 6 | 6 | 7.1% |
| 2 | 3 | 3.6% |
| 3 | 3 | 3.6% |
Other Letter
| Value | Count | Frequency (%) |
| 해 | 7 | |
| 당 | 7 | |
| 없 | 7 | |
| 음 | 7 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 84 | |
| Hangul | 28 | 25.0% |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 22 | |
| 5 | 12 | |
| 8 | 10 | |
| 0 | 9 | |
| 7 | 7 | 8.3% |
| 4 | 6 | 7.1% |
| 9 | 6 | 7.1% |
| 6 | 6 | 7.1% |
| 2 | 3 | 3.6% |
| 3 | 3 | 3.6% |
Hangul
| Value | Count | Frequency (%) |
| 해 | 7 | |
| 당 | 7 | |
| 없 | 7 | |
| 음 | 7 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 84 | |
| Hangul | 28 | 25.0% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 22 | |
| 5 | 12 | |
| 8 | 10 | |
| 0 | 9 | |
| 7 | 7 | 8.3% |
| 4 | 6 | 7.1% |
| 9 | 6 | 7.1% |
| 6 | 6 | 7.1% |
| 2 | 3 | 3.6% |
| 3 | 3 | 3.6% |
Hangul
| Value | Count | Frequency (%) |
| 해 | 7 | |
| 당 | 7 | |
| 없 | 7 | |
| 음 | 7 |
제주
Text
| Distinct | 16 |
|---|---|
| Distinct (%) | 76.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 300.0 B |
Length
| Max length | 5 |
|---|---|
| Median length | 4 |
| Mean length | 3.4761905 |
| Min length | 1 |
Characters and Unicode
| Total characters | 73 |
|---|---|
| Distinct characters | 13 |
| 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 | 14 ? |
|---|---|
| Unique (%) | 66.7% |
Sample
| 1st row | 548 |
|---|---|
| 2nd row | 6607 |
| 3rd row | 해당없음 |
| 4th row | 638 |
| 5th row | 7114 |
| Value | Count | Frequency (%) |
| 해당없음 | 5 | |
| 0 | 2 | 9.5% |
| 548 | 1 | 4.8% |
| 6607 | 1 | 4.8% |
| 638 | 1 | 4.8% |
| 7114 | 1 | 4.8% |
| 522 | 1 | 4.8% |
| 8556 | 1 | 4.8% |
| 453 | 1 | 4.8% |
| 8658 | 1 | 4.8% |
| Other values (6) | 6 |
Most occurring characters
| Value | Count | Frequency (%) |
| 5 | 9 | |
| 6 | 8 | |
| 8 | 6 | |
| 7 | 6 | |
| 1 | 6 | |
| 해 | 5 | 6.8% |
| 당 | 5 | 6.8% |
| 없 | 5 | 6.8% |
| 음 | 5 | 6.8% |
| 0 | 5 | 6.8% |
| Other values (3) | 13 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 53 | |
| Other Letter | 20 | 27.4% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 5 | 9 | |
| 6 | 8 | |
| 8 | 6 | |
| 7 | 6 | |
| 1 | 6 | |
| 0 | 5 | |
| 4 | 5 | |
| 3 | 5 | |
| 2 | 3 | 5.7% |
Other Letter
| Value | Count | Frequency (%) |
| 해 | 5 | |
| 당 | 5 | |
| 없 | 5 | |
| 음 | 5 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 53 | |
| Hangul | 20 | 27.4% |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 5 | 9 | |
| 6 | 8 | |
| 8 | 6 | |
| 7 | 6 | |
| 1 | 6 | |
| 0 | 5 | |
| 4 | 5 | |
| 3 | 5 | |
| 2 | 3 | 5.7% |
Hangul
| Value | Count | Frequency (%) |
| 해 | 5 | |
| 당 | 5 | |
| 없 | 5 | |
| 음 | 5 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 53 | |
| Hangul | 20 | 27.4% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 5 | 9 | |
| 6 | 8 | |
| 8 | 6 | |
| 7 | 6 | |
| 1 | 6 | |
| 0 | 5 | |
| 4 | 5 | |
| 3 | 5 | |
| 2 | 3 | 5.7% |
Hangul
| Value | Count | Frequency (%) |
| 해 | 5 | |
| 당 | 5 | |
| 없 | 5 | |
| 음 | 5 |
충남
Text
| Distinct | 16 |
|---|---|
| Distinct (%) | 76.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 300.0 B |
Length
| Max length | 7 |
|---|---|
| Median length | 6 |
| Mean length | 5.1428571 |
| Min length | 1 |
Characters and Unicode
| Total characters | 108 |
|---|---|
| Distinct characters | 14 |
| 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 | 15 ? |
|---|---|
| Unique (%) | 71.4% |
Sample
| 1st row | 969840 |
|---|---|
| 2nd row | 18469 |
| 3rd row | 6 |
| 4th row | 1184724 |
| 5th row | 15458 |
| Value | Count | Frequency (%) |
| 해당없음 | 6 | |
| 969840 | 1 | 4.8% |
| 18469 | 1 | 4.8% |
| 6 | 1 | 4.8% |
| 1184724 | 1 | 4.8% |
| 15458 | 1 | 4.8% |
| 1233484 | 1 | 4.8% |
| 16624 | 1 | 4.8% |
| 1335789 | 1 | 4.8% |
| 14718 | 1 | 4.8% |
| Other values (6) | 6 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 18 | |
| 4 | 11 | |
| 3 | 11 | |
| 9 | 10 | |
| 8 | 10 | |
| 2 | 7 | 6.5% |
| 해 | 6 | 5.6% |
| 당 | 6 | 5.6% |
| 없 | 6 | 5.6% |
| 음 | 6 | 5.6% |
| Other values (4) | 17 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 84 | |
| Other Letter | 24 | 22.2% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 18 | |
| 4 | 11 | |
| 3 | 11 | |
| 9 | 10 | |
| 8 | 10 | |
| 2 | 7 | 8.3% |
| 6 | 5 | 6.0% |
| 7 | 5 | 6.0% |
| 5 | 5 | 6.0% |
| 0 | 2 | 2.4% |
Other Letter
| Value | Count | Frequency (%) |
| 해 | 6 | |
| 당 | 6 | |
| 없 | 6 | |
| 음 | 6 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 84 | |
| Hangul | 24 | 22.2% |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 18 | |
| 4 | 11 | |
| 3 | 11 | |
| 9 | 10 | |
| 8 | 10 | |
| 2 | 7 | 8.3% |
| 6 | 5 | 6.0% |
| 7 | 5 | 6.0% |
| 5 | 5 | 6.0% |
| 0 | 2 | 2.4% |
Hangul
| Value | Count | Frequency (%) |
| 해 | 6 | |
| 당 | 6 | |
| 없 | 6 | |
| 음 | 6 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 84 | |
| Hangul | 24 | 22.2% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 18 | |
| 4 | 11 | |
| 3 | 11 | |
| 9 | 10 | |
| 8 | 10 | |
| 2 | 7 | 8.3% |
| 6 | 5 | 6.0% |
| 7 | 5 | 6.0% |
| 5 | 5 | 6.0% |
| 0 | 2 | 2.4% |
Hangul
| Value | Count | Frequency (%) |
| 해 | 6 | |
| 당 | 6 | |
| 없 | 6 | |
| 음 | 6 |
충북
Text
| Distinct | 15 |
|---|---|
| Distinct (%) | 71.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 300.0 B |
Length
| Max length | 6 |
|---|---|
| Median length | 5 |
| Mean length | 5 |
| Min length | 4 |
Characters and Unicode
| Total characters | 105 |
|---|---|
| Distinct characters | 14 |
| 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 | 14 ? |
|---|---|
| Unique (%) | 66.7% |
Sample
| 1st row | 337795 |
|---|---|
| 2nd row | 13769 |
| 3rd row | 해당없음 |
| 4th row | 334387 |
| 5th row | 14367 |
| Value | Count | Frequency (%) |
| 해당없음 | 7 | |
| 337795 | 1 | 4.8% |
| 13769 | 1 | 4.8% |
| 334387 | 1 | 4.8% |
| 14367 | 1 | 4.8% |
| 379991 | 1 | 4.8% |
| 15204 | 1 | 4.8% |
| 391971 | 1 | 4.8% |
| 14023 | 1 | 4.8% |
| 417986 | 1 | 4.8% |
| Other values (5) | 5 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 14 | |
| 3 | 11 | |
| 9 | 10 | |
| 4 | 10 | |
| 7 | 9 | |
| 해 | 7 | |
| 당 | 7 | |
| 없 | 7 | |
| 음 | 7 | |
| 6 | 7 | |
| Other values (4) | 16 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 77 | |
| Other Letter | 28 | 26.7% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 14 | |
| 3 | 11 | |
| 9 | 10 | |
| 4 | 10 | |
| 7 | 9 | |
| 6 | 7 | |
| 5 | 5 | 6.5% |
| 2 | 4 | 5.2% |
| 0 | 4 | 5.2% |
| 8 | 3 | 3.9% |
Other Letter
| Value | Count | Frequency (%) |
| 해 | 7 | |
| 당 | 7 | |
| 없 | 7 | |
| 음 | 7 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 77 | |
| Hangul | 28 | 26.7% |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 14 | |
| 3 | 11 | |
| 9 | 10 | |
| 4 | 10 | |
| 7 | 9 | |
| 6 | 7 | |
| 5 | 5 | 6.5% |
| 2 | 4 | 5.2% |
| 0 | 4 | 5.2% |
| 8 | 3 | 3.9% |
Hangul
| Value | Count | Frequency (%) |
| 해 | 7 | |
| 당 | 7 | |
| 없 | 7 | |
| 음 | 7 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 77 | |
| Hangul | 28 | 26.7% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 14 | |
| 3 | 11 | |
| 9 | 10 | |
| 4 | 10 | |
| 7 | 9 | |
| 6 | 7 | |
| 5 | 5 | 6.5% |
| 2 | 4 | 5.2% |
| 0 | 4 | 5.2% |
| 8 | 3 | 3.9% |
Hangul
| Value | Count | Frequency (%) |
| 해 | 7 | |
| 당 | 7 | |
| 없 | 7 | |
| 음 | 7 |
총합계
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 21 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4272072.1 |
| Minimum | 1901 |
|---|---|
| Maximum | 12948970 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 321.0 B |
Quantile statistics
| Minimum | 1901 |
|---|---|
| 5-th percentile | 2180 |
| Q1 | 3077 |
| median | 566843 |
| Q3 | 11892529 |
| 95-th percentile | 12757963 |
| Maximum | 12948970 |
| Range | 12947069 |
| Interquartile range (IQR) | 11889452 |
Descriptive statistics
| Standard deviation | 5793455.1 |
|---|---|
| Coefficient of variation (CV) | 1.356123 |
| Kurtosis | -1.5525665 |
| Mean | 4272072.1 |
| Median Absolute Deviation (MAD) | 564160 |
| Skewness | 0.76494382 |
| Sum | 89713514 |
| Variance | 3.3564122 × 1013 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=21)
| Value | Count | Frequency (%) |
| 11462682 | 1 | 4.8% |
| 597062 | 1 | 4.8% |
| 3808 | 1 | 4.8% |
| 553283 | 1 | 4.8% |
| 12948970 | 1 | 4.8% |
| 3077 | 1 | 4.8% |
| 525535 | 1 | 4.8% |
| 12757963 | 1 | 4.8% |
| 1901 | 1 | 4.8% |
| 513844 | 1 | 4.8% |
| Other values (11) | 11 |
| Value | Count | Frequency (%) |
| 1901 | 1 | |
| 2180 | 1 | |
| 2327 | 1 | |
| 2683 | 1 | |
| 2736 | 1 | |
| 3077 | 1 | |
| 3808 | 1 | |
| 513844 | 1 | |
| 525535 | 1 | |
| 553283 | 1 |
| Value | Count | Frequency (%) |
| 12948970 | 1 | |
| 12757963 | 1 | |
| 12337690 | 1 | |
| 12309185 | 1 | |
| 12055294 | 1 | |
| 11892529 | 1 | |
| 11462682 | 1 | |
| 599043 | 1 | |
| 597062 | 1 | |
| 574879 | 1 |
| 연도 | 부문 | 강원 | 경기 | 경남 | 경북 | 광주 | 대구 | 대전 | 부산 | 서울 | 세종 | 울산 | 인천 | 전남 | 전북 | 제주 | 충남 | 충북 | 총합계 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 연도 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.717 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.581 | 0.000 | 0.384 | 0.000 | 0.000 | 0.000 |
| 부문 | 0.000 | 1.000 | 1.000 | 0.647 | 1.000 | 1.000 | 0.680 | 1.000 | 1.000 | 1.000 | 0.984 | 1.000 | 1.000 | 0.879 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.926 |
| 강원 | 0.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.977 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.982 | 1.000 | 0.997 | 1.000 | 1.000 | 1.000 |
| 경기 | 0.000 | 0.647 | 1.000 | 1.000 | 1.000 | 1.000 | 0.894 | 1.000 | 0.781 | 0.952 | 0.811 | 1.000 | 1.000 | 0.922 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
| 경남 | 0.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.920 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
| 경북 | 0.717 | 1.000 | 0.977 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.942 | 1.000 | 0.988 | 0.977 | 1.000 | 1.000 |
| 광주 | 0.000 | 0.680 | 1.000 | 0.894 | 1.000 | 1.000 | 1.000 | 1.000 | 0.848 | 0.861 | 0.666 | 1.000 | 1.000 | 0.773 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.693 |
| 대구 | 0.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
| 대전 | 0.000 | 1.000 | 1.000 | 0.781 | 1.000 | 1.000 | 0.848 | 1.000 | 1.000 | 0.953 | 0.750 | 1.000 | 1.000 | 0.638 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.725 |
| 부산 | 0.000 | 1.000 | 1.000 | 0.952 | 1.000 | 1.000 | 0.861 | 1.000 | 0.953 | 1.000 | 0.837 | 1.000 | 1.000 | 0.719 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.725 |
| 서울 | 0.000 | 0.984 | 1.000 | 0.811 | 0.920 | 1.000 | 0.666 | 1.000 | 0.750 | 0.837 | 1.000 | 1.000 | 1.000 | 0.887 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.891 |
| 세종 | 0.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
| 울산 | 0.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
| 인천 | 0.000 | 0.879 | 1.000 | 0.922 | 1.000 | 1.000 | 0.773 | 1.000 | 0.638 | 0.719 | 0.887 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
| 전남 | 0.581 | 1.000 | 0.982 | 1.000 | 1.000 | 0.942 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.990 | 0.982 | 1.000 | 1.000 |
| 전북 | 0.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
| 제주 | 0.384 | 1.000 | 0.997 | 1.000 | 1.000 | 0.988 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.990 | 1.000 | 1.000 | 0.997 | 1.000 | 1.000 |
| 충남 | 0.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.977 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.982 | 1.000 | 0.997 | 1.000 | 1.000 | 1.000 |
| 충북 | 0.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
| 총합계 | 0.000 | 0.926 | 1.000 | 1.000 | 1.000 | 1.000 | 0.693 | 1.000 | 0.725 | 0.725 | 0.891 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
| 연도 | 경기 | 경남 | 광주 | 대전 | 부산 | 서울 | 인천 | 총합계 | 부문 | |
|---|---|---|---|---|---|---|---|---|---|---|
| 연도 | 1.000 | 0.094 | -0.053 | -0.061 | -0.055 | -0.083 | -0.106 | -0.134 | 0.067 | 0.000 |
| 경기 | 0.094 | 1.000 | 0.863 | 0.867 | 0.926 | 0.905 | 0.518 | 0.875 | 0.970 | 0.577 |
| 경남 | -0.053 | 0.863 | 1.000 | 0.871 | 0.892 | 0.915 | 0.496 | 0.947 | 0.910 | 0.973 |
| 광주 | -0.061 | 0.867 | 0.871 | 1.000 | 0.904 | 0.863 | 0.518 | 0.852 | 0.877 | 0.613 |
| 대전 | -0.055 | 0.926 | 0.892 | 0.904 | 1.000 | 0.885 | 0.540 | 0.914 | 0.945 | 0.943 |
| 부산 | -0.083 | 0.905 | 0.915 | 0.863 | 0.885 | 1.000 | 0.456 | 0.958 | 0.909 | 0.943 |
| 서울 | -0.106 | 0.518 | 0.496 | 0.518 | 0.540 | 0.456 | 1.000 | 0.478 | 0.547 | 0.772 |
| 인천 | -0.134 | 0.875 | 0.947 | 0.852 | 0.914 | 0.958 | 0.478 | 1.000 | 0.916 | 0.527 |
| 총합계 | 0.067 | 0.970 | 0.910 | 0.877 | 0.945 | 0.909 | 0.547 | 0.916 | 1.000 | 0.667 |
| 부문 | 0.000 | 0.577 | 0.973 | 0.613 | 0.943 | 0.943 | 0.772 | 0.527 | 0.667 | 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.
| 연도 | 부문 | 강원 | 경기 | 경남 | 경북 | 광주 | 대구 | 대전 | 부산 | 서울 | 세종 | 울산 | 인천 | 전남 | 전북 | 제주 | 충남 | 충북 | 총합계 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2016 | 산업 | 35848 | 1053509 | 301174 | 759785 | 79681 | 356549 | 132126 | 149211 | 161044 | 32015 | 2362614 | 322586 | 2607205 | 1801152 | 548 | 969840 | 337795 | 11462682 |
| 1 | 2016 | 건물 | 43824 | 89335 | 15926 | 15833 | 8803 | 13896 | 56792 | 45231 | 234310 | 382 | 3871 | 16897 | 2634 | 10483 | 6607 | 18469 | 13769 | 597062 |
| 2 | 2016 | 수송 | 10 | 169 | 56 | 해당없음 | 33 | 해당없음 | 3 | 9 | 2025 | 해당없음 | 해당없음 | 16 | 해당없음 | 해당없음 | 해당없음 | 6 | 해당없음 | 2327 |
| 3 | 2017 | 산업 | 39191 | 1172520 | 289011 | 756600 | 80155 | 334833 | 125102 | 155976 | 163295 | 25420 | 2289725 | 288138 | 2869300 | 1783515 | 638 | 1184724 | 334387 | 11892529 |
| 4 | 2017 | 건물 | 43757 | 91480 | 13931 | 16266 | 6785 | 13118 | 58239 | 36313 | 225126 | 389 | 3964 | 14296 | 3320 | 10959 | 7114 | 15458 | 14367 | 574879 |
| 5 | 2017 | 수송 | 해당없음 | 165 | 55 | 해당없음 | 33 | 해당없음 | 382 | 174 | 1905 | 해당없음 | 해당없음 | 23 | 해당없음 | 해당없음 | 해당없음 | 해당없음 | 해당없음 | 2736 |
| 6 | 2018 | 산업 | 40296 | 1156356 | 299025 | 777563 | 77025 | 306467 | 143803 | 148367 | 190682 | 25708 | 2465650 | 387843 | 2987537 | 1688865 | 522 | 1233484 | 379991 | 12309185 |
| 7 | 2018 | 건물 | 51180 | 91355 | 17264 | 16231 | 6056 | 14873 | 55495 | 38459 | 228816 | 401 | 3890 | 20605 | 3062 | 10975 | 8556 | 16624 | 15204 | 599043 |
| 8 | 2018 | 수송 | 해당없음 | 159 | 59 | 9 | 29 | 해당없음 | 360 | 165 | 1379 | 해당없음 | 해당없음 | 20 | 해당없음 | 해당없음 | 해당없음 | 해당없음 | 해당없음 | 2180 |
| 9 | 2019 | 산업 | 40618 | 1431859 | 295684 | 752413 | 73678 | 283807 | 135619 | 137277 | 139052 | 35401 | 2480999 | 250952 | 2936173 | 1615947 | 453 | 1335789 | 391971 | 12337690 |
| 연도 | 부문 | 강원 | 경기 | 경남 | 경북 | 광주 | 대구 | 대전 | 부산 | 서울 | 세종 | 울산 | 인천 | 전남 | 전북 | 제주 | 충남 | 충북 | 총합계 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 11 | 2019 | 수송 | 해당없음 | 682 | 51 | 8 | 29 | 해당없음 | 315 | 222 | 1355 | 해당없음 | 해당없음 | 19 | 해당없음 | 해당없음 | 해당없음 | 해당없음 | 해당없음 | 2683 |
| 12 | 2020 | 산업 | 41917 | 1457711 | 287737 | 739163 | 69074 | 261068 | 133512 | 123161 | 164452 | 28190 | 2338013 | 248510 | 2873794 | 1595203 | 410 | 1275394 | 417986 | 12055294 |
| 13 | 2020 | 건물 | 39472 | 80015 | 15124 | 11467 | 7608 | 16280 | 46151 | 31956 | 201324 | 636 | 3512 | 14491 | 3477 | 10609 | 7738 | 10917 | 13066 | 513844 |
| 14 | 2020 | 수송 | 해당없음 | 194 | 52 | 5 | 29 | 해당없음 | 278 | 196 | 1129 | 해당없음 | 해당없음 | 18 | 해당없음 | 해당없음 | 0 | 해당없음 | 해당없음 | 1901 |
| 15 | 2021 | 산업 | 44291 | 1538001 | 298942 | 798209 | 81204 | 288927 | 148806 | 127527 | 175171 | 27532 | 2331418 | 220724 | 3110240 | 1721841 | 527 | 1394391 | 450212 | 12757963 |
| 16 | 2021 | 건물 | 41990 | 77989 | 12491 | 12125 | 8339 | 17280 | 48972 | 31938 | 202482 | 890 | 3650 | 13957 | 4121 | 10760 | 11665 | 12331 | 14554 | 525535 |
| 17 | 2021 | 수송 | 해당없음 | 745 | 52 | 해당없음 | 23 | 해당없음 | 284 | 174 | 1164 | 해당없음 | 해당없음 | 20 | 616 | 해당없음 | 0 | 해당없음 | 해당없음 | 3077 |
| 18 | 2022 | 산업 | 46617 | 1617812 | 295558 | 780256 | 87195 | 286439 | 135864 | 121000 | 214757 | 32795 | 2537925 | 216496 | 3169880 | 1555678 | 504 | 1388995 | 461197 | 12948970 |
| 19 | 2022 | 건물 | 48033 | 83474 | 16812 | 11521 | 6892 | 18329 | 42858 | 37761 | 211703 | 892 | 3583 | 14153 | 4240 | 11488 | 13736 | 12823 | 14986 | 553283 |
| 20 | 2022 | 수송 | 해당없음 | 652 | 212 | 해당없음 | 17 | 해당없음 | 261 | 304 | 1320 | 해당없음 | 해당없음 | 23 | 1019 | 해당없음 | 해당없음 | 해당없음 | 해당없음 | 3808 |