Dataset statistics
| Number of variables | 16 |
|---|---|
| Number of observations | 2332 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 319.0 KiB |
| Average record size in memory | 140.1 B |
Variable types
| Categorical | 3 |
|---|---|
| Text | 1 |
| Numeric | 12 |
Dataset
| Description | 부산광역시_법정동별연료별차종별_자동차등록대수_20240229 |
|---|---|
| Author | 부산광역시 |
| URL | http://data.busan.go.kr/dataSet/detail.nm?contentId=10&publicdatapk=15063789 |
시도 has constant value "" | Constant |
(관용)승합 is highly overall correlated with (관용)화물 and 2 other fields | High correlation |
(관용)화물 is highly overall correlated with (관용)승합 and 1 other fields | High correlation |
(관용)특수 is highly overall correlated with (관용)승합 | High correlation |
(자가용)승용 is highly overall correlated with (영업용)승용 | High correlation |
(자가용)승합 is highly overall correlated with (자가용)화물 and 3 other fields | High correlation |
(자가용)화물 is highly overall correlated with (자가용)승합 and 2 other fields | High correlation |
(자가용)특수 is highly overall correlated with (자가용)승합 and 3 other fields | High correlation |
(영업용)승용 is highly overall correlated with (자가용)승용 | High correlation |
(영업용)승합 is highly overall correlated with (영업용)특수 | High correlation |
(영업용)화물 is highly overall correlated with (자가용)승합 and 3 other fields | High correlation |
(영업용)특수 is highly overall correlated with (관용)승합 and 5 other fields | High correlation |
(관용)승합 is highly skewed (γ1 = 28.9928262) | Skewed |
(관용)특수 is highly skewed (γ1 = 20.82857446) | Skewed |
(영업용)승용 is highly skewed (γ1 = 31.41464063) | Skewed |
(영업용)특수 is highly skewed (γ1 = 21.48963772) | Skewed |
(관용)승용 has 2029 (87.0%) zeros | Zeros |
(관용)승합 has 2230 (95.6%) zeros | Zeros |
(관용)화물 has 2146 (92.0%) zeros | Zeros |
(관용)특수 has 2297 (98.5%) zeros | Zeros |
(자가용)승용 has 223 (9.6%) zeros | Zeros |
(자가용)승합 has 1612 (69.1%) zeros | Zeros |
(자가용)화물 has 1237 (53.0%) zeros | Zeros |
(자가용)특수 has 2025 (86.8%) zeros | Zeros |
(영업용)승용 has 1718 (73.7%) zeros | Zeros |
(영업용)승합 has 2158 (92.5%) zeros | Zeros |
(영업용)화물 has 1771 (75.9%) zeros | Zeros |
(영업용)특수 has 2175 (93.3%) zeros | Zeros |
Reproduction
| Analysis started | 2024-03-23 07:05:40.223392 |
|---|---|
| Analysis finished | 2024-03-23 07:06:41.906729 |
| Duration | 1 minute and 1.68 second |
| Software version | ydata-profiling vv4.5.1 |
| Download configuration | config.json |
시도
Categorical
CONSTANT
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 18.3 KiB |
| 부산광역시 |
|---|
Length
| Max length | 5 |
|---|---|
| Median length | 5 |
| Mean length | 5 |
| Min length | 5 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 부산광역시 |
|---|---|
| 2nd row | 부산광역시 |
| 3rd row | 부산광역시 |
| 4th row | 부산광역시 |
| 5th row | 부산광역시 |
Common Values
| Value | Count | Frequency (%) |
| 부산광역시 | 2332 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 부산광역시 | 2332 |
시군구
Categorical
| Distinct | 16 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 18.3 KiB |
| 기장군 | |
|---|---|
| 중구 | |
| 강서구 | |
| 서구 | |
| 영도구 | |
| Other values (11) |
Length
| Max length | 4 |
|---|---|
| Median length | 3 |
| Mean length | 2.8190395 |
| Min length | 2 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 중구 |
|---|---|
| 2nd row | 중구 |
| 3rd row | 중구 |
| 4th row | 중구 |
| 5th row | 중구 |
Common Values
| Value | Count | Frequency (%) |
| 기장군 | 573 | |
| 중구 | 269 | |
| 강서구 | 210 | 9.0% |
| 서구 | 201 | 8.6% |
| 영도구 | 177 | 7.6% |
| 부산진구 | 131 | 5.6% |
| 금정구 | 129 | 5.5% |
| 동래구 | 103 | 4.4% |
| 사하구 | 95 | 4.1% |
| 사상구 | 94 | 4.0% |
| Other values (6) | 350 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 기장군 | 573 | |
| 중구 | 269 | |
| 강서구 | 210 | 9.0% |
| 서구 | 201 | 8.6% |
| 영도구 | 177 | 7.6% |
| 부산진구 | 131 | 5.6% |
| 금정구 | 129 | 5.5% |
| 동래구 | 103 | 4.4% |
| 사하구 | 95 | 4.1% |
| 사상구 | 94 | 4.0% |
| Other values (6) | 350 |
읍면동
Text
| Distinct | 270 |
|---|---|
| Distinct (%) | 11.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 18.3 KiB |
Length
| Max length | 7 |
|---|---|
| Median length | 6 |
| Mean length | 5.1736707 |
| Min length | 3 |
Characters and Unicode
| Total characters | 12065 |
|---|---|
| Distinct characters | 144 |
| Distinct categories | 3 ? |
| 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 | 8 ? |
|---|---|
| Unique (%) | 0.3% |
Sample
| 1st row | 영주동 |
|---|---|
| 2nd row | 영주동 |
| 3rd row | 영주동 |
| 4th row | 영주동 |
| 5th row | 영주동 |
| Value | Count | Frequency (%) |
| 기장읍 | 131 | 4.6% |
| 장안읍 | 113 | 4.0% |
| 일광읍 | 104 | 3.6% |
| 정관읍 | 100 | 3.5% |
| 철마면 | 87 | 3.0% |
| 정관면 | 23 | 0.8% |
| 송정동 | 22 | 0.8% |
| 달산리 | 16 | 0.6% |
| 용수리 | 15 | 0.5% |
| 삼성리 | 15 | 0.5% |
| Other values (245) | 2230 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2332 | ||
| 동 | 1903 | 15.8% |
| 가 | 599 | 5.0% |
| 리 | 536 | 4.4% |
| 읍 | 460 | 3.8% |
| 장 | 312 | 2.6% |
| 대 | 221 | 1.8% |
| 정 | 189 | 1.6% |
| 1 | 185 | 1.5% |
| 광 | 182 | 1.5% |
| Other values (134) | 5146 |
Most occurring categories
| Value | Count | Frequency (%) |
| Other Letter | 9123 | |
| Space Separator | 2332 | 19.3% |
| Decimal Number | 610 | 5.1% |
Most frequent character per category
Other Letter
| Value | Count | Frequency (%) |
| 동 | 1903 | |
| 가 | 599 | 6.6% |
| 리 | 536 | 5.9% |
| 읍 | 460 | 5.0% |
| 장 | 312 | 3.4% |
| 대 | 221 | 2.4% |
| 정 | 189 | 2.1% |
| 광 | 182 | 2.0% |
| 안 | 164 | 1.8% |
| 기 | 147 | 1.6% |
| Other values (126) | 4410 |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 185 | |
| 2 | 177 | |
| 3 | 124 | |
| 4 | 72 | 11.8% |
| 5 | 38 | 6.2% |
| 6 | 13 | 2.1% |
| 7 | 1 | 0.2% |
Space Separator
| Value | Count | Frequency (%) |
| 2332 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Hangul | 9123 | |
| Common | 2942 | 24.4% |
Most frequent character per script
Hangul
| Value | Count | Frequency (%) |
| 동 | 1903 | |
| 가 | 599 | 6.6% |
| 리 | 536 | 5.9% |
| 읍 | 460 | 5.0% |
| 장 | 312 | 3.4% |
| 대 | 221 | 2.4% |
| 정 | 189 | 2.1% |
| 광 | 182 | 2.0% |
| 안 | 164 | 1.8% |
| 기 | 147 | 1.6% |
| Other values (126) | 4410 |
Common
| Value | Count | Frequency (%) |
| 2332 | ||
| 1 | 185 | 6.3% |
| 2 | 177 | 6.0% |
| 3 | 124 | 4.2% |
| 4 | 72 | 2.4% |
| 5 | 38 | 1.3% |
| 6 | 13 | 0.4% |
| 7 | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| Hangul | 9123 | |
| ASCII | 2942 | 24.4% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 2332 | ||
| 1 | 185 | 6.3% |
| 2 | 177 | 6.0% |
| 3 | 124 | 4.2% |
| 4 | 72 | 2.4% |
| 5 | 38 | 1.3% |
| 6 | 13 | 0.4% |
| 7 | 1 | < 0.1% |
Hangul
| Value | Count | Frequency (%) |
| 동 | 1903 | |
| 가 | 599 | 6.6% |
| 리 | 536 | 5.9% |
| 읍 | 460 | 5.0% |
| 장 | 312 | 3.4% |
| 대 | 221 | 2.4% |
| 정 | 189 | 2.1% |
| 광 | 182 | 2.0% |
| 안 | 164 | 1.8% |
| 기 | 147 | 1.6% |
| Other values (126) | 4410 |
연료
Categorical
| Distinct | 15 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 18.3 KiB |
| 경유 | |
|---|---|
| 휘발유(무연) | |
| 휘발유 | |
| 엘피지 | |
| 하이브리드(휘발유+전기) | |
| Other values (10) |
Length
| Max length | 13 |
|---|---|
| Median length | 12 |
| Mean length | 5.5141509 |
| Min length | 2 |
Unique
| Unique | 3 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | 휘발유 |
|---|---|
| 2nd row | 경유 |
| 3rd row | 엘피지 |
| 4th row | 전기 |
| 5th row | 휘발유(유연) |
Common Values
| Value | Count | Frequency (%) |
| 경유 | 266 | |
| 휘발유(무연) | 262 | |
| 휘발유 | 260 | |
| 엘피지 | 252 | |
| 하이브리드(휘발유+전기) | 247 | |
| 전기 | 231 | |
| 기타연료 | 189 | |
| 수소 | 166 | |
| 하이브리드(경유+전기) | 139 | |
| 휘발유(유연) | 112 | |
| Other values (5) | 208 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 경유 | 266 | |
| 휘발유(무연 | 262 | |
| 휘발유 | 260 | |
| 엘피지 | 252 | |
| 하이브리드(휘발유+전기 | 247 | |
| 전기 | 231 | |
| 기타연료 | 189 | |
| 수소 | 166 | |
| 하이브리드(경유+전기 | 139 | |
| 휘발유(유연 | 112 | |
| Other values (5) | 208 |
(관용)승용
Real number (ℝ)
ZEROS
| Distinct | 37 |
|---|---|
| Distinct (%) | 1.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.79459691 |
| Minimum | 0 |
|---|---|
| Maximum | 106 |
| Zeros | 2029 |
| Zeros (%) | 87.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 20.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 3 |
| Maximum | 106 |
| Range | 106 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 4.3939729 |
|---|---|
| Coefficient of variation (CV) | 5.5298137 |
| Kurtosis | 198.82172 |
| Mean | 0.79459691 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 11.823859 |
| Sum | 1853 |
| Variance | 19.306998 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=37)
| Value | Count | Frequency (%) |
| 0 | 2029 | |
| 1 | 105 | 4.5% |
| 2 | 59 | 2.5% |
| 3 | 24 | 1.0% |
| 4 | 21 | 0.9% |
| 5 | 16 | 0.7% |
| 6 | 14 | 0.6% |
| 7 | 8 | 0.3% |
| 12 | 5 | 0.2% |
| 8 | 4 | 0.2% |
| Other values (27) | 47 | 2.0% |
| Value | Count | Frequency (%) |
| 0 | 2029 | |
| 1 | 105 | 4.5% |
| 2 | 59 | 2.5% |
| 3 | 24 | 1.0% |
| 4 | 21 | 0.9% |
| 5 | 16 | 0.7% |
| 6 | 14 | 0.6% |
| 7 | 8 | 0.3% |
| 8 | 4 | 0.2% |
| 9 | 3 | 0.1% |
| Value | Count | Frequency (%) |
| 106 | 1 | < 0.1% |
| 66 | 1 | < 0.1% |
| 57 | 1 | < 0.1% |
| 50 | 1 | < 0.1% |
| 41 | 1 | < 0.1% |
| 40 | 2 | |
| 38 | 1 | < 0.1% |
| 34 | 1 | < 0.1% |
| 33 | 3 | |
| 31 | 1 | < 0.1% |
(관용)승합
Real number (ℝ)
HIGH CORRELATION SKEWED ZEROS
| Distinct | 28 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.55188679 |
| Minimum | 0 |
|---|---|
| Maximum | 268 |
| Zeros | 2230 |
| Zeros (%) | 95.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 20.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 268 |
| Range | 268 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 7.4370437 |
|---|---|
| Coefficient of variation (CV) | 13.475669 |
| Kurtosis | 950.16724 |
| Mean | 0.55188679 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 28.992826 |
| Sum | 1287 |
| Variance | 55.309619 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=28)
| Value | Count | Frequency (%) |
| 0 | 2230 | |
| 1 | 34 | 1.5% |
| 3 | 12 | 0.5% |
| 2 | 10 | 0.4% |
| 11 | 6 | 0.3% |
| 6 | 6 | 0.3% |
| 12 | 3 | 0.1% |
| 14 | 3 | 0.1% |
| 7 | 3 | 0.1% |
| 18 | 2 | 0.1% |
| Other values (18) | 23 | 1.0% |
| Value | Count | Frequency (%) |
| 0 | 2230 | |
| 1 | 34 | 1.5% |
| 2 | 10 | 0.4% |
| 3 | 12 | 0.5% |
| 5 | 2 | 0.1% |
| 6 | 6 | 0.3% |
| 7 | 3 | 0.1% |
| 9 | 1 | < 0.1% |
| 11 | 6 | 0.3% |
| 12 | 3 | 0.1% |
| Value | Count | Frequency (%) |
| 268 | 1 | |
| 202 | 1 | |
| 52 | 1 | |
| 37 | 1 | |
| 33 | 2 | |
| 31 | 2 | |
| 30 | 1 | |
| 28 | 2 | |
| 25 | 1 | |
| 24 | 1 |
(관용)화물
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 41 |
|---|---|
| Distinct (%) | 1.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.69168096 |
| Minimum | 0 |
|---|---|
| Maximum | 124 |
| Zeros | 2146 |
| Zeros (%) | 92.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 20.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 124 |
| Range | 124 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 5.1342057 |
|---|---|
| Coefficient of variation (CV) | 7.4227946 |
| Kurtosis | 213.87905 |
| Mean | 0.69168096 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 12.795418 |
| Sum | 1613 |
| Variance | 26.360068 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=41)
| Value | Count | Frequency (%) |
| 0 | 2146 | |
| 1 | 76 | 3.3% |
| 2 | 29 | 1.2% |
| 3 | 17 | 0.7% |
| 6 | 8 | 0.3% |
| 5 | 6 | 0.3% |
| 13 | 4 | 0.2% |
| 4 | 4 | 0.2% |
| 14 | 4 | 0.2% |
| 19 | 3 | 0.1% |
| Other values (31) | 35 | 1.5% |
| Value | Count | Frequency (%) |
| 0 | 2146 | |
| 1 | 76 | 3.3% |
| 2 | 29 | 1.2% |
| 3 | 17 | 0.7% |
| 4 | 4 | 0.2% |
| 5 | 6 | 0.3% |
| 6 | 8 | 0.3% |
| 7 | 2 | 0.1% |
| 8 | 2 | 0.1% |
| 9 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 124 | 1 | |
| 73 | 1 | |
| 67 | 1 | |
| 65 | 1 | |
| 64 | 1 | |
| 55 | 1 | |
| 50 | 1 | |
| 48 | 1 | |
| 46 | 1 | |
| 43 | 1 |
(관용)특수
Real number (ℝ)
HIGH CORRELATION SKEWED ZEROS
| Distinct | 13 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.067324185 |
| Minimum | 0 |
|---|---|
| Maximum | 27 |
| Zeros | 2297 |
| Zeros (%) | 98.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 20.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 27 |
| Range | 27 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.81660956 |
|---|---|
| Coefficient of variation (CV) | 12.129513 |
| Kurtosis | 570.25059 |
| Mean | 0.067324185 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 20.828574 |
| Sum | 157 |
| Variance | 0.66685118 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=13)
| Value | Count | Frequency (%) |
| 0 | 2297 | |
| 1 | 11 | 0.5% |
| 3 | 6 | 0.3% |
| 2 | 4 | 0.2% |
| 4 | 3 | 0.1% |
| 7 | 3 | 0.1% |
| 8 | 2 | 0.1% |
| 13 | 1 | < 0.1% |
| 5 | 1 | < 0.1% |
| 11 | 1 | < 0.1% |
| Other values (3) | 3 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 2297 | |
| 1 | 11 | 0.5% |
| 2 | 4 | 0.2% |
| 3 | 6 | 0.3% |
| 4 | 3 | 0.1% |
| 5 | 1 | < 0.1% |
| 6 | 1 | < 0.1% |
| 7 | 3 | 0.1% |
| 8 | 2 | 0.1% |
| 9 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 27 | 1 | < 0.1% |
| 13 | 1 | < 0.1% |
| 11 | 1 | < 0.1% |
| 9 | 1 | < 0.1% |
| 8 | 2 | 0.1% |
| 7 | 3 | |
| 6 | 1 | < 0.1% |
| 5 | 1 | < 0.1% |
| 4 | 3 | |
| 3 | 6 |
(자가용)승용
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 678 |
|---|---|
| Distinct (%) | 29.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 501.75643 |
| Minimum | 0 |
|---|---|
| Maximum | 19425 |
| Zeros | 223 |
| Zeros (%) | 9.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 20.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 16 |
| Q3 | 161 |
| 95-th percentile | 3051.5 |
| Maximum | 19425 |
| Range | 19425 |
| Interquartile range (IQR) | 159 |
Descriptive statistics
| Standard deviation | 1508.6142 |
|---|---|
| Coefficient of variation (CV) | 3.0066664 |
| Kurtosis | 37.130354 |
| Mean | 501.75643 |
| Median Absolute Deviation (MAD) | 16 |
| Skewness | 5.3458799 |
| Sum | 1170096 |
| Variance | 2275916.8 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1 | 233 | 10.0% |
| 0 | 223 | 9.6% |
| 2 | 133 | 5.7% |
| 3 | 81 | 3.5% |
| 4 | 73 | 3.1% |
| 5 | 65 | 2.8% |
| 6 | 63 | 2.7% |
| 7 | 47 | 2.0% |
| 9 | 39 | 1.7% |
| 8 | 39 | 1.7% |
| Other values (668) | 1336 |
| Value | Count | Frequency (%) |
| 0 | 223 | |
| 1 | 233 | |
| 2 | 133 | |
| 3 | 81 | 3.5% |
| 4 | 73 | 3.1% |
| 5 | 65 | 2.8% |
| 6 | 63 | 2.7% |
| 7 | 47 | 2.0% |
| 8 | 39 | 1.7% |
| 9 | 39 | 1.7% |
| Value | Count | Frequency (%) |
| 19425 | 1 | |
| 14270 | 1 | |
| 14228 | 1 | |
| 13857 | 1 | |
| 13034 | 1 | |
| 12985 | 1 | |
| 12899 | 1 | |
| 12302 | 1 | |
| 11818 | 1 | |
| 11167 | 1 |
(자가용)승합
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 152 |
|---|---|
| Distinct (%) | 6.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.457118 |
| Minimum | 0 |
|---|---|
| Maximum | 909 |
| Zeros | 1612 |
| Zeros (%) | 69.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 20.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 56.45 |
| Maximum | 909 |
| Range | 909 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 55.659552 |
|---|---|
| Coefficient of variation (CV) | 4.4680921 |
| Kurtosis | 64.053418 |
| Mean | 12.457118 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 7.1243433 |
| Sum | 29050 |
| Variance | 3097.9857 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 1612 | |
| 1 | 189 | 8.1% |
| 2 | 82 | 3.5% |
| 3 | 52 | 2.2% |
| 4 | 37 | 1.6% |
| 5 | 30 | 1.3% |
| 6 | 18 | 0.8% |
| 7 | 17 | 0.7% |
| 8 | 15 | 0.6% |
| 9 | 14 | 0.6% |
| Other values (142) | 266 | 11.4% |
| Value | Count | Frequency (%) |
| 0 | 1612 | |
| 1 | 189 | 8.1% |
| 2 | 82 | 3.5% |
| 3 | 52 | 2.2% |
| 4 | 37 | 1.6% |
| 5 | 30 | 1.3% |
| 6 | 18 | 0.8% |
| 7 | 17 | 0.7% |
| 8 | 15 | 0.6% |
| 9 | 14 | 0.6% |
| Value | Count | Frequency (%) |
| 909 | 1 | |
| 545 | 1 | |
| 531 | 1 | |
| 524 | 1 | |
| 513 | 1 | |
| 495 | 1 | |
| 479 | 1 | |
| 477 | 1 | |
| 449 | 1 | |
| 433 | 1 |
(자가용)화물
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 235 |
|---|---|
| Distinct (%) | 10.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 63.624357 |
| Minimum | 0 |
|---|---|
| Maximum | 5180 |
| Zeros | 1237 |
| Zeros (%) | 53.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 20.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 8 |
| 95-th percentile | 170.9 |
| Maximum | 5180 |
| Range | 5180 |
| Interquartile range (IQR) | 8 |
Descriptive statistics
| Standard deviation | 299.63288 |
|---|---|
| Coefficient of variation (CV) | 4.7094053 |
| Kurtosis | 72.069752 |
| Mean | 63.624357 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 7.481796 |
| Sum | 148372 |
| Variance | 89779.866 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 1237 | |
| 1 | 206 | 8.8% |
| 2 | 107 | 4.6% |
| 3 | 54 | 2.3% |
| 4 | 50 | 2.1% |
| 7 | 28 | 1.2% |
| 6 | 28 | 1.2% |
| 8 | 24 | 1.0% |
| 11 | 22 | 0.9% |
| 5 | 22 | 0.9% |
| Other values (225) | 554 |
| Value | Count | Frequency (%) |
| 0 | 1237 | |
| 1 | 206 | 8.8% |
| 2 | 107 | 4.6% |
| 3 | 54 | 2.3% |
| 4 | 50 | 2.1% |
| 5 | 22 | 0.9% |
| 6 | 28 | 1.2% |
| 7 | 28 | 1.2% |
| 8 | 24 | 1.0% |
| 9 | 21 | 0.9% |
| Value | Count | Frequency (%) |
| 5180 | 1 | |
| 3220 | 1 | |
| 2878 | 1 | |
| 2828 | 1 | |
| 2618 | 1 | |
| 2566 | 1 | |
| 2422 | 1 | |
| 2345 | 1 | |
| 2338 | 1 | |
| 2335 | 1 |
(자가용)특수
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 50 |
|---|---|
| Distinct (%) | 2.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.3507719 |
| Minimum | 0 |
|---|---|
| Maximum | 103 |
| Zeros | 2025 |
| Zeros (%) | 86.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 20.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 6 |
| Maximum | 103 |
| Range | 103 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 6.9041693 |
|---|---|
| Coefficient of variation (CV) | 5.1112771 |
| Kurtosis | 87.61621 |
| Mean | 1.3507719 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 8.414303 |
| Sum | 3150 |
| Variance | 47.667554 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 2025 | |
| 1 | 103 | 4.4% |
| 2 | 36 | 1.5% |
| 3 | 20 | 0.9% |
| 5 | 14 | 0.6% |
| 4 | 13 | 0.6% |
| 6 | 10 | 0.4% |
| 10 | 9 | 0.4% |
| 9 | 8 | 0.3% |
| 12 | 7 | 0.3% |
| Other values (40) | 87 | 3.7% |
| Value | Count | Frequency (%) |
| 0 | 2025 | |
| 1 | 103 | 4.4% |
| 2 | 36 | 1.5% |
| 3 | 20 | 0.9% |
| 4 | 13 | 0.6% |
| 5 | 14 | 0.6% |
| 6 | 10 | 0.4% |
| 7 | 7 | 0.3% |
| 8 | 7 | 0.3% |
| 9 | 8 | 0.3% |
| Value | Count | Frequency (%) |
| 103 | 2 | |
| 89 | 1 | |
| 85 | 1 | |
| 73 | 1 | |
| 71 | 1 | |
| 63 | 1 | |
| 62 | 1 | |
| 56 | 2 | |
| 55 | 1 | |
| 53 | 1 |
(영업용)승용
Real number (ℝ)
HIGH CORRELATION SKEWED ZEROS
| Distinct | 169 |
|---|---|
| Distinct (%) | 7.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 53.186535 |
| Minimum | 0 |
|---|---|
| Maximum | 30862 |
| Zeros | 1718 |
| Zeros (%) | 73.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 20.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 71.9 |
| Maximum | 30862 |
| Range | 30862 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 768.6978 |
|---|---|
| Coefficient of variation (CV) | 14.452865 |
| Kurtosis | 1162.6631 |
| Mean | 53.186535 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 31.414641 |
| Sum | 124031 |
| Variance | 590896.31 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 1718 | |
| 1 | 148 | 6.3% |
| 2 | 46 | 2.0% |
| 3 | 38 | 1.6% |
| 4 | 20 | 0.9% |
| 5 | 18 | 0.8% |
| 8 | 17 | 0.7% |
| 6 | 12 | 0.5% |
| 10 | 12 | 0.5% |
| 11 | 12 | 0.5% |
| Other values (159) | 291 | 12.5% |
| Value | Count | Frequency (%) |
| 0 | 1718 | |
| 1 | 148 | 6.3% |
| 2 | 46 | 2.0% |
| 3 | 38 | 1.6% |
| 4 | 20 | 0.9% |
| 5 | 18 | 0.8% |
| 6 | 12 | 0.5% |
| 7 | 11 | 0.5% |
| 8 | 17 | 0.7% |
| 9 | 8 | 0.3% |
| Value | Count | Frequency (%) |
| 30862 | 1 | |
| 13711 | 1 | |
| 8832 | 1 | |
| 7741 | 1 | |
| 4373 | 1 | |
| 4190 | 1 | |
| 3625 | 1 | |
| 3383 | 1 | |
| 2865 | 1 | |
| 2813 | 1 |
(영업용)승합
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 67 |
|---|---|
| Distinct (%) | 2.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.6650943 |
| Minimum | 0 |
|---|---|
| Maximum | 515 |
| Zeros | 2158 |
| Zeros (%) | 92.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 20.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 5 |
| Maximum | 515 |
| Range | 515 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 19.351448 |
|---|---|
| Coefficient of variation (CV) | 7.2610741 |
| Kurtosis | 286.82995 |
| Mean | 2.6650943 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 14.395543 |
| Sum | 6215 |
| Variance | 374.47852 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 2158 | |
| 1 | 28 | 1.2% |
| 2 | 17 | 0.7% |
| 3 | 8 | 0.3% |
| 5 | 8 | 0.3% |
| 16 | 7 | 0.3% |
| 7 | 5 | 0.2% |
| 13 | 4 | 0.2% |
| 11 | 4 | 0.2% |
| 39 | 4 | 0.2% |
| Other values (57) | 89 | 3.8% |
| Value | Count | Frequency (%) |
| 0 | 2158 | |
| 1 | 28 | 1.2% |
| 2 | 17 | 0.7% |
| 3 | 8 | 0.3% |
| 4 | 3 | 0.1% |
| 5 | 8 | 0.3% |
| 6 | 3 | 0.1% |
| 7 | 5 | 0.2% |
| 8 | 3 | 0.1% |
| 9 | 3 | 0.1% |
| Value | Count | Frequency (%) |
| 515 | 1 | |
| 332 | 1 | |
| 272 | 1 | |
| 231 | 1 | |
| 215 | 1 | |
| 198 | 1 | |
| 129 | 1 | |
| 128 | 1 | |
| 121 | 1 | |
| 120 | 1 |
(영업용)화물
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 146 |
|---|---|
| Distinct (%) | 6.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.499142 |
| Minimum | 0 |
|---|---|
| Maximum | 3023 |
| Zeros | 1771 |
| Zeros (%) | 75.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 20.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 56.9 |
| Maximum | 3023 |
| Range | 3023 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 97.072173 |
|---|---|
| Coefficient of variation (CV) | 6.2630674 |
| Kurtosis | 434.64454 |
| Mean | 15.499142 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 17.013733 |
| Sum | 36144 |
| Variance | 9423.0069 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 1771 | |
| 1 | 114 | 4.9% |
| 2 | 49 | 2.1% |
| 4 | 38 | 1.6% |
| 3 | 37 | 1.6% |
| 5 | 17 | 0.7% |
| 12 | 15 | 0.6% |
| 11 | 13 | 0.6% |
| 10 | 13 | 0.6% |
| 6 | 12 | 0.5% |
| Other values (136) | 253 | 10.8% |
| Value | Count | Frequency (%) |
| 0 | 1771 | |
| 1 | 114 | 4.9% |
| 2 | 49 | 2.1% |
| 3 | 37 | 1.6% |
| 4 | 38 | 1.6% |
| 5 | 17 | 0.7% |
| 6 | 12 | 0.5% |
| 7 | 10 | 0.4% |
| 8 | 7 | 0.3% |
| 9 | 10 | 0.4% |
| Value | Count | Frequency (%) |
| 3023 | 1 | |
| 1359 | 1 | |
| 1146 | 1 | |
| 1061 | 1 | |
| 870 | 1 | |
| 856 | 1 | |
| 750 | 1 | |
| 715 | 1 | |
| 664 | 1 | |
| 602 | 1 |
(영업용)특수
Real number (ℝ)
HIGH CORRELATION SKEWED ZEROS
| Distinct | 73 |
|---|---|
| Distinct (%) | 3.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.8756432 |
| Minimum | 0 |
|---|---|
| Maximum | 1287 |
| Zeros | 2175 |
| Zeros (%) | 93.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 20.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 3 |
| Maximum | 1287 |
| Range | 1287 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 39.052077 |
|---|---|
| Coefficient of variation (CV) | 10.076283 |
| Kurtosis | 593.42764 |
| Mean | 3.8756432 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 21.489638 |
| Sum | 9038 |
| Variance | 1525.0648 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 2175 | |
| 1 | 24 | 1.0% |
| 3 | 13 | 0.6% |
| 4 | 9 | 0.4% |
| 2 | 8 | 0.3% |
| 5 | 5 | 0.2% |
| 16 | 4 | 0.2% |
| 23 | 4 | 0.2% |
| 9 | 3 | 0.1% |
| 25 | 3 | 0.1% |
| Other values (63) | 84 | 3.6% |
| Value | Count | Frequency (%) |
| 0 | 2175 | |
| 1 | 24 | 1.0% |
| 2 | 8 | 0.3% |
| 3 | 13 | 0.6% |
| 4 | 9 | 0.4% |
| 5 | 5 | 0.2% |
| 6 | 2 | 0.1% |
| 8 | 1 | < 0.1% |
| 9 | 3 | 0.1% |
| 10 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1287 | 1 | |
| 784 | 1 | |
| 454 | 1 | |
| 426 | 1 | |
| 396 | 1 | |
| 383 | 1 | |
| 339 | 1 | |
| 275 | 1 | |
| 258 | 1 | |
| 177 | 1 |
| 시군구 | 연료 | (관용)승용 | (관용)승합 | (관용)화물 | (관용)특수 | (자가용)승용 | (자가용)승합 | (자가용)화물 | (자가용)특수 | (영업용)승용 | (영업용)승합 | (영업용)화물 | (영업용)특수 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 시군구 | 1.000 | 0.101 | 0.373 | 0.310 | 0.210 | 0.199 | 0.400 | 0.250 | 0.296 | 0.216 | 0.183 | 0.278 | 0.214 | 0.202 |
| 연료 | 0.101 | 1.000 | 0.172 | 0.139 | 0.254 | 0.167 | 0.274 | 0.403 | 0.405 | 0.357 | 0.000 | 0.233 | 0.193 | 0.157 |
| (관용)승용 | 0.373 | 0.172 | 1.000 | 0.888 | 0.637 | 0.678 | 0.750 | 0.635 | 0.790 | 0.501 | 0.182 | 0.178 | 0.667 | 0.449 |
| (관용)승합 | 0.310 | 0.139 | 0.888 | 1.000 | 0.777 | 0.780 | 0.599 | 0.754 | 0.928 | 0.786 | 0.105 | 0.904 | 0.772 | 0.664 |
| (관용)화물 | 0.210 | 0.254 | 0.637 | 0.777 | 1.000 | 0.770 | 0.456 | 0.865 | 0.720 | 0.657 | 0.176 | 0.377 | 0.662 | 0.500 |
| (관용)특수 | 0.199 | 0.167 | 0.678 | 0.780 | 0.770 | 1.000 | 0.511 | 0.707 | 0.728 | 0.724 | 0.644 | 0.686 | 0.897 | 0.847 |
| (자가용)승용 | 0.400 | 0.274 | 0.750 | 0.599 | 0.456 | 0.511 | 1.000 | 0.596 | 0.598 | 0.546 | 0.393 | 0.383 | 0.512 | 0.416 |
| (자가용)승합 | 0.250 | 0.403 | 0.635 | 0.754 | 0.865 | 0.707 | 0.596 | 1.000 | 0.881 | 0.789 | 0.268 | 0.481 | 0.696 | 0.550 |
| (자가용)화물 | 0.296 | 0.405 | 0.790 | 0.928 | 0.720 | 0.728 | 0.598 | 0.881 | 1.000 | 0.831 | 0.237 | 0.597 | 0.724 | 0.566 |
| (자가용)특수 | 0.216 | 0.357 | 0.501 | 0.786 | 0.657 | 0.724 | 0.546 | 0.789 | 0.831 | 1.000 | 0.499 | 0.569 | 0.641 | 0.805 |
| (영업용)승용 | 0.183 | 0.000 | 0.182 | 0.105 | 0.176 | 0.644 | 0.393 | 0.268 | 0.237 | 0.499 | 1.000 | 0.704 | 0.150 | 0.277 |
| (영업용)승합 | 0.278 | 0.233 | 0.178 | 0.904 | 0.377 | 0.686 | 0.383 | 0.481 | 0.597 | 0.569 | 0.704 | 1.000 | 0.250 | 0.499 |
| (영업용)화물 | 0.214 | 0.193 | 0.667 | 0.772 | 0.662 | 0.897 | 0.512 | 0.696 | 0.724 | 0.641 | 0.150 | 0.250 | 1.000 | 0.777 |
| (영업용)특수 | 0.202 | 0.157 | 0.449 | 0.664 | 0.500 | 0.847 | 0.416 | 0.550 | 0.566 | 0.805 | 0.277 | 0.499 | 0.777 | 1.000 |
| 연료 | 시군구 | |
|---|---|---|
| 연료 | 1.000 | 0.034 |
| 시군구 | 0.034 | 1.000 |
| (관용)승용 | (관용)승합 | (관용)화물 | (관용)특수 | (자가용)승용 | (자가용)승합 | (자가용)화물 | (자가용)특수 | (영업용)승용 | (영업용)승합 | (영업용)화물 | (영업용)특수 | 시군구 | 연료 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| (관용)승용 | 1.000 | 0.283 | 0.213 | 0.317 | 0.396 | 0.124 | 0.221 | 0.072 | 0.369 | 0.157 | 0.164 | 0.130 | 0.139 | 0.074 |
| (관용)승합 | 0.283 | 1.000 | 0.598 | 0.520 | 0.254 | 0.393 | 0.342 | 0.421 | 0.246 | 0.458 | 0.367 | 0.552 | 0.150 | 0.079 |
| (관용)화물 | 0.213 | 0.598 | 1.000 | 0.430 | 0.222 | 0.416 | 0.423 | 0.491 | 0.213 | 0.469 | 0.475 | 0.629 | 0.097 | 0.117 |
| (관용)특수 | 0.317 | 0.520 | 0.430 | 1.000 | 0.152 | 0.207 | 0.207 | 0.279 | 0.135 | 0.279 | 0.239 | 0.369 | 0.096 | 0.078 |
| (자가용)승용 | 0.396 | 0.254 | 0.222 | 0.152 | 1.000 | 0.391 | 0.368 | 0.111 | 0.514 | 0.182 | 0.133 | 0.312 | 0.177 | 0.114 |
| (자가용)승합 | 0.124 | 0.393 | 0.416 | 0.207 | 0.391 | 1.000 | 0.711 | 0.573 | 0.360 | 0.296 | 0.521 | 0.505 | 0.116 | 0.195 |
| (자가용)화물 | 0.221 | 0.342 | 0.423 | 0.207 | 0.368 | 0.711 | 1.000 | 0.545 | 0.473 | 0.287 | 0.707 | 0.449 | 0.108 | 0.186 |
| (자가용)특수 | 0.072 | 0.421 | 0.491 | 0.279 | 0.111 | 0.573 | 0.545 | 1.000 | 0.124 | 0.368 | 0.651 | 0.580 | 0.086 | 0.141 |
| (영업용)승용 | 0.369 | 0.246 | 0.213 | 0.135 | 0.514 | 0.360 | 0.473 | 0.124 | 1.000 | 0.220 | 0.325 | 0.140 | 0.094 | 0.000 |
| (영업용)승합 | 0.157 | 0.458 | 0.469 | 0.279 | 0.182 | 0.296 | 0.287 | 0.368 | 0.220 | 1.000 | 0.345 | 0.508 | 0.101 | 0.101 |
| (영업용)화물 | 0.164 | 0.367 | 0.475 | 0.239 | 0.133 | 0.521 | 0.707 | 0.651 | 0.325 | 0.345 | 1.000 | 0.518 | 0.104 | 0.091 |
| (영업용)특수 | 0.130 | 0.552 | 0.629 | 0.369 | 0.312 | 0.505 | 0.449 | 0.580 | 0.140 | 0.508 | 0.518 | 1.000 | 0.098 | 0.074 |
| 시군구 | 0.139 | 0.150 | 0.097 | 0.096 | 0.177 | 0.116 | 0.108 | 0.086 | 0.094 | 0.101 | 0.104 | 0.098 | 1.000 | 0.034 |
| 연료 | 0.074 | 0.079 | 0.117 | 0.078 | 0.114 | 0.195 | 0.186 | 0.141 | 0.000 | 0.101 | 0.091 | 0.074 | 0.034 | 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.
| 시도 | 시군구 | 읍면동 | 연료 | (관용)승용 | (관용)승합 | (관용)화물 | (관용)특수 | (자가용)승용 | (자가용)승합 | (자가용)화물 | (자가용)특수 | (영업용)승용 | (영업용)승합 | (영업용)화물 | (영업용)특수 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 부산광역시 | 중구 | 영주동 | 휘발유 | 0 | 0 | 0 | 0 | 493 | 0 | 1 | 0 | 0 | 0 | 0 | 0 |
| 1 | 부산광역시 | 중구 | 영주동 | 경유 | 0 | 0 | 1 | 0 | 573 | 66 | 261 | 4 | 1 | 0 | 64 | 4 |
| 2 | 부산광역시 | 중구 | 영주동 | 엘피지 | 0 | 0 | 0 | 0 | 233 | 17 | 16 | 0 | 38 | 0 | 2 | 0 |
| 3 | 부산광역시 | 중구 | 영주동 | 전기 | 0 | 0 | 0 | 0 | 14 | 0 | 10 | 0 | 6 | 0 | 5 | 0 |
| 4 | 부산광역시 | 중구 | 영주동 | 휘발유(유연) | 0 | 0 | 0 | 0 | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 5 | 부산광역시 | 중구 | 영주동 | 휘발유(무연) | 0 | 0 | 0 | 0 | 981 | 1 | 0 | 0 | 0 | 0 | 0 | 0 |
| 6 | 부산광역시 | 중구 | 영주동 | 하이브리드(휘발유+전기) | 0 | 0 | 0 | 0 | 100 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 7 | 부산광역시 | 중구 | 영주동 | 하이브리드(경유+전기) | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 8 | 부산광역시 | 중구 | 영주동 | 하이브리드(LPG+전기) | 0 | 0 | 0 | 0 | 4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 9 | 부산광역시 | 중구 | 영주동 | 수소 | 0 | 0 | 0 | 0 | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 시도 | 시군구 | 읍면동 | 연료 | (관용)승용 | (관용)승합 | (관용)화물 | (관용)특수 | (자가용)승용 | (자가용)승합 | (자가용)화물 | (자가용)특수 | (영업용)승용 | (영업용)승합 | (영업용)화물 | (영업용)특수 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2322 | 부산광역시 | 기장군 | 철마면 안평리 | 수소 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 2323 | 부산광역시 | 기장군 | 철마면 안평리 | 기타연료 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 |
| 2324 | 부산광역시 | 기장군 | 철마면 임기리 | 휘발유 | 0 | 0 | 0 | 0 | 31 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 2325 | 부산광역시 | 기장군 | 철마면 임기리 | 경유 | 0 | 0 | 0 | 0 | 54 | 7 | 66 | 0 | 0 | 0 | 1 | 1 |
| 2326 | 부산광역시 | 기장군 | 철마면 임기리 | 엘피지 | 0 | 0 | 0 | 0 | 17 | 0 | 4 | 0 | 1 | 0 | 0 | 0 |
| 2327 | 부산광역시 | 기장군 | 철마면 임기리 | 전기 | 0 | 0 | 0 | 0 | 4 | 0 | 2 | 0 | 0 | 0 | 0 | 0 |
| 2328 | 부산광역시 | 기장군 | 철마면 임기리 | 휘발유(무연) | 0 | 0 | 0 | 0 | 56 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 2329 | 부산광역시 | 기장군 | 철마면 임기리 | 하이브리드(휘발유+전기) | 0 | 0 | 0 | 0 | 6 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 2330 | 부산광역시 | 기장군 | 철마면 임기리 | 수소 | 0 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 2331 | 부산광역시 | 기장군 | 철마면 임기리 | 기타연료 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 |