Dataset statistics
| Number of variables | 19 |
|---|---|
| Number of observations | 31 |
| Missing cells | 62 |
| Missing cells (%) | 10.5% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 5.3 KiB |
| Average record size in memory | 174.3 B |
Variable types
| Unsupported | 2 |
|---|---|
| Text | 1 |
| Numeric | 16 |
Dataset
| Description | 자동차매매·정비·폐차업 집계 현황 |
|---|---|
| Author | 경기도 |
| URL | https://data.gg.go.kr/portal/data/service/selectServicePage.do?&infId=O4O4OZ591717OQ29W29412397335&infSeq=1 |
종합정비업체수(개) is highly overall correlated with 종합정비종사자수(명) and 14 other fields | High correlation |
종합정비종사자수(명) is highly overall correlated with 종합정비업체수(개) and 13 other fields | High correlation |
소형정비업체수(개) is highly overall correlated with 종합정비업체수(개) and 12 other fields | High correlation |
소형정비종사자수(명) is highly overall correlated with 종합정비업체수(개) and 9 other fields | High correlation |
전문정비업체수(개) is highly overall correlated with 종합정비업체수(개) and 12 other fields | High correlation |
전문정비종사자수(명) is highly overall correlated with 종합정비업체수(개) and 10 other fields | High correlation |
원동기정비업체수(개) is highly overall correlated with 종합정비업체수(개) and 7 other fields | High correlation |
원동기정비종사자수(명) is highly overall correlated with 종합정비업체수(개) and 8 other fields | High correlation |
매매업체수(개) is highly overall correlated with 종합정비업체수(개) and 12 other fields | High correlation |
매매종사자수(명) is highly overall correlated with 종합정비업체수(개) and 8 other fields | High correlation |
폐차업체수(개) is highly overall correlated with 종합정비업체수(개) and 1 other fields | High correlation |
폐차종사자수(명) is highly overall correlated with 종합정비업체수(개) and 10 other fields | High correlation |
성능점검업체수(개) is highly overall correlated with 종합정비업체수(개) and 11 other fields | High correlation |
성능점검종사자수(명) is highly overall correlated with 종합정비업체수(개) and 10 other fields | High correlation |
택시미터업체수(개) is highly overall correlated with 종합정비업체수(개) and 7 other fields | High correlation |
택시미터종사자수(명) is highly overall correlated with 종합정비업체수(개) and 4 other fields | High correlation |
집계년도 has 31 (100.0%) missing values | Missing |
조사분기 has 31 (100.0%) missing values | Missing |
시군명 has unique values | Unique |
종합정비종사자수(명) has unique values | Unique |
전문정비업체수(개) has unique values | Unique |
집계년도 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
조사분기 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
소형정비업체수(개) has 2 (6.5%) zeros | Zeros |
소형정비종사자수(명) has 2 (6.5%) zeros | Zeros |
원동기정비업체수(개) has 9 (29.0%) zeros | Zeros |
원동기정비종사자수(명) has 9 (29.0%) zeros | Zeros |
매매업체수(개) has 4 (12.9%) zeros | Zeros |
매매종사자수(명) has 4 (12.9%) zeros | Zeros |
폐차업체수(개) has 7 (22.6%) zeros | Zeros |
폐차종사자수(명) has 7 (22.6%) zeros | Zeros |
성능점검업체수(개) has 6 (19.4%) zeros | Zeros |
성능점검종사자수(명) has 6 (19.4%) zeros | Zeros |
택시미터업체수(개) has 5 (16.1%) zeros | Zeros |
택시미터종사자수(명) has 5 (16.1%) zeros | Zeros |
Reproduction
| Analysis started | 2023-12-10 22:01:29.220387 |
|---|---|
| Analysis finished | 2023-12-10 22:01:52.308499 |
| Duration | 23.09 seconds |
| Software version | ydata-profiling vv4.5.1 |
| Download configuration | config.json |
집계년도
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 31 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 411.0 B |
시군명
Text
UNIQUE
| Distinct | 31 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 380.0 B |
Length
| Max length | 4 |
|---|---|
| Median length | 3 |
| Mean length | 3.0967742 |
| Min length | 3 |
Characters and Unicode
| Total characters | 96 |
|---|---|
| Distinct characters | 38 |
| Distinct categories | 1 ? |
| 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 | 31 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | 수원시 |
|---|---|
| 2nd row | 연천군 |
| 3rd row | 고양시 |
| 4th row | 화성시 |
| 5th row | 성남시 |
| Value | Count | Frequency (%) |
| 수원시 | 1 | 3.2% |
| 광명시 | 1 | 3.2% |
| 가평군 | 1 | 3.2% |
| 과천시 | 1 | 3.2% |
| 동두천시 | 1 | 3.2% |
| 여주시 | 1 | 3.2% |
| 양평군 | 1 | 3.2% |
| 포천시 | 1 | 3.2% |
| 의왕시 | 1 | 3.2% |
| 구리시 | 1 | 3.2% |
| Other values (21) | 21 |
Most occurring characters
| Value | Count | Frequency (%) |
| 시 | 29 | |
| 천 | 6 | 6.2% |
| 양 | 5 | 5.2% |
| 주 | 5 | 5.2% |
| 군 | 4 | 4.2% |
| 안 | 3 | 3.1% |
| 남 | 3 | 3.1% |
| 포 | 3 | 3.1% |
| 평 | 3 | 3.1% |
| 성 | 3 | 3.1% |
| Other values (28) | 32 |
Most occurring categories
| Value | Count | Frequency (%) |
| Other Letter | 96 |
Most frequent character per category
Other Letter
| Value | Count | Frequency (%) |
| 시 | 29 | |
| 천 | 6 | 6.2% |
| 양 | 5 | 5.2% |
| 주 | 5 | 5.2% |
| 군 | 4 | 4.2% |
| 안 | 3 | 3.1% |
| 남 | 3 | 3.1% |
| 포 | 3 | 3.1% |
| 평 | 3 | 3.1% |
| 성 | 3 | 3.1% |
| Other values (28) | 32 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Hangul | 96 |
Most frequent character per script
Hangul
| Value | Count | Frequency (%) |
| 시 | 29 | |
| 천 | 6 | 6.2% |
| 양 | 5 | 5.2% |
| 주 | 5 | 5.2% |
| 군 | 4 | 4.2% |
| 안 | 3 | 3.1% |
| 남 | 3 | 3.1% |
| 포 | 3 | 3.1% |
| 평 | 3 | 3.1% |
| 성 | 3 | 3.1% |
| Other values (28) | 32 |
Most occurring blocks
| Value | Count | Frequency (%) |
| Hangul | 96 |
Most frequent character per block
Hangul
| Value | Count | Frequency (%) |
| 시 | 29 | |
| 천 | 6 | 6.2% |
| 양 | 5 | 5.2% |
| 주 | 5 | 5.2% |
| 군 | 4 | 4.2% |
| 안 | 3 | 3.1% |
| 남 | 3 | 3.1% |
| 포 | 3 | 3.1% |
| 평 | 3 | 3.1% |
| 성 | 3 | 3.1% |
| Other values (28) | 32 |
조사분기
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 31 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 411.0 B |
종합정비업체수(개)
Real number (ℝ)
HIGH CORRELATION
| Distinct | 28 |
|---|---|
| Distinct (%) | 90.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 37.806452 |
| Minimum | 1 |
|---|---|
| Maximum | 117 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 411.0 B |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 6 |
| Q1 | 11.5 |
| median | 27 |
| Q3 | 57.5 |
| 95-th percentile | 90.5 |
| Maximum | 117 |
| Range | 116 |
| Interquartile range (IQR) | 46 |
Descriptive statistics
| Standard deviation | 31.620056 |
|---|---|
| Coefficient of variation (CV) | 0.83636668 |
| Kurtosis | -0.23100476 |
| Mean | 37.806452 |
| Median Absolute Deviation (MAD) | 18 |
| Skewness | 0.88925732 |
| Sum | 1172 |
| Variance | 999.82796 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=28)
| Value | Count | Frequency (%) |
| 78 | 2 | 6.5% |
| 86 | 2 | 6.5% |
| 10 | 2 | 6.5% |
| 42 | 1 | 3.2% |
| 95 | 1 | 3.2% |
| 7 | 1 | 3.2% |
| 1 | 1 | 3.2% |
| 23 | 1 | 3.2% |
| 13 | 1 | 3.2% |
| 44 | 1 | 3.2% |
| Other values (18) | 18 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 5 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 | |
| 10 | 2 | |
| 11 | 1 | |
| 12 | 1 | |
| 13 | 1 | |
| 15 | 1 |
| Value | Count | Frequency (%) |
| 117 | 1 | |
| 95 | 1 | |
| 86 | 2 | |
| 78 | 2 | |
| 68 | 1 | |
| 63 | 1 | |
| 52 | 1 | |
| 47 | 1 | |
| 45 | 1 | |
| 44 | 1 |
종합정비종사자수(명)
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 31 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 339.06452 |
| Minimum | 15 |
|---|---|
| Maximum | 1137 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 411.0 B |
Quantile statistics
| Minimum | 15 |
|---|---|
| 5-th percentile | 66 |
| Q1 | 152.5 |
| median | 240 |
| Q3 | 473 |
| 95-th percentile | 848.5 |
| Maximum | 1137 |
| Range | 1122 |
| Interquartile range (IQR) | 320.5 |
Descriptive statistics
| Standard deviation | 270.2928 |
|---|---|
| Coefficient of variation (CV) | 0.79717217 |
| Kurtosis | 1.8987231 |
| Mean | 339.06452 |
| Median Absolute Deviation (MAD) | 152 |
| Skewness | 1.377628 |
| Sum | 10511 |
| Variance | 73058.196 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=31)
| Value | Count | Frequency (%) |
| 1013 | 1 | 3.2% |
| 71 | 1 | 3.2% |
| 684 | 1 | 3.2% |
| 62 | 1 | 3.2% |
| 15 | 1 | 3.2% |
| 70 | 1 | 3.2% |
| 175 | 1 | 3.2% |
| 136 | 1 | 3.2% |
| 195 | 1 | 3.2% |
| 205 | 1 | 3.2% |
| Other values (21) | 21 |
| Value | Count | Frequency (%) |
| 15 | 1 | |
| 62 | 1 | |
| 70 | 1 | |
| 71 | 1 | |
| 101 | 1 | |
| 104 | 1 | |
| 136 | 1 | |
| 144 | 1 | |
| 161 | 1 | |
| 175 | 1 |
| Value | Count | Frequency (%) |
| 1137 | 1 | |
| 1013 | 1 | |
| 684 | 1 | |
| 659 | 1 | |
| 588 | 1 | |
| 559 | 1 | |
| 515 | 1 | |
| 482 | 1 | |
| 464 | 1 | |
| 407 | 1 |
소형정비업체수(개)
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 24 |
|---|---|
| Distinct (%) | 77.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 20.741935 |
| Minimum | 0 |
|---|---|
| Maximum | 84 |
| Zeros | 2 |
| Zeros (%) | 6.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 411.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.5 |
| Q1 | 3.5 |
| median | 15 |
| Q3 | 30.5 |
| 95-th percentile | 53 |
| Maximum | 84 |
| Range | 84 |
| Interquartile range (IQR) | 27 |
Descriptive statistics
| Standard deviation | 20.159312 |
|---|---|
| Coefficient of variation (CV) | 0.97191083 |
| Kurtosis | 1.8542064 |
| Mean | 20.741935 |
| Median Absolute Deviation (MAD) | 12 |
| Skewness | 1.3440493 |
| Sum | 643 |
| Variance | 406.39785 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=24)
| Value | Count | Frequency (%) |
| 3 | 3 | 9.7% |
| 47 | 2 | 6.5% |
| 2 | 2 | 6.5% |
| 11 | 2 | 6.5% |
| 0 | 2 | 6.5% |
| 20 | 2 | 6.5% |
| 46 | 1 | 3.2% |
| 59 | 1 | 3.2% |
| 13 | 1 | 3.2% |
| 7 | 1 | 3.2% |
| Other values (14) | 14 |
| Value | Count | Frequency (%) |
| 0 | 2 | |
| 1 | 1 | 3.2% |
| 2 | 2 | |
| 3 | 3 | |
| 4 | 1 | 3.2% |
| 7 | 1 | 3.2% |
| 10 | 1 | 3.2% |
| 11 | 2 | |
| 12 | 1 | 3.2% |
| 13 | 1 | 3.2% |
| Value | Count | Frequency (%) |
| 84 | 1 | |
| 59 | 1 | |
| 47 | 2 | |
| 46 | 1 | |
| 42 | 1 | |
| 35 | 1 | |
| 33 | 1 | |
| 28 | 1 | |
| 23 | 1 | |
| 22 | 1 |
소형정비종사자수(명)
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 29 |
|---|---|
| Distinct (%) | 93.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 140.03226 |
| Minimum | 0 |
|---|---|
| Maximum | 653 |
| Zeros | 2 |
| Zeros (%) | 6.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 411.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 22.5 |
| median | 92 |
| Q3 | 194.5 |
| 95-th percentile | 484.5 |
| Maximum | 653 |
| Range | 653 |
| Interquartile range (IQR) | 172 |
Descriptive statistics
| Standard deviation | 165.25122 |
|---|---|
| Coefficient of variation (CV) | 1.1800939 |
| Kurtosis | 3.2859722 |
| Mean | 140.03226 |
| Median Absolute Deviation (MAD) | 72 |
| Skewness | 1.8547877 |
| Sum | 4341 |
| Variance | 27307.966 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=29)
| Value | Count | Frequency (%) |
| 0 | 2 | 6.5% |
| 20 | 2 | 6.5% |
| 373 | 1 | 3.2% |
| 4 | 1 | 3.2% |
| 596 | 1 | 3.2% |
| 11 | 1 | 3.2% |
| 10 | 1 | 3.2% |
| 15 | 1 | 3.2% |
| 42 | 1 | 3.2% |
| 25 | 1 | 3.2% |
| Other values (19) | 19 |
| Value | Count | Frequency (%) |
| 0 | 2 | |
| 4 | 1 | |
| 10 | 1 | |
| 11 | 1 | |
| 15 | 1 | |
| 20 | 2 | |
| 25 | 1 | |
| 33 | 1 | |
| 42 | 1 | |
| 59 | 1 |
| Value | Count | Frequency (%) |
| 653 | 1 | |
| 596 | 1 | |
| 373 | 1 | |
| 355 | 1 | |
| 272 | 1 | |
| 260 | 1 | |
| 235 | 1 | |
| 234 | 1 | |
| 155 | 1 | |
| 119 | 1 |
전문정비업체수(개)
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 31 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 239.70968 |
| Minimum | 37 |
|---|---|
| Maximum | 626 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 411.0 B |
Quantile statistics
| Minimum | 37 |
|---|---|
| 5-th percentile | 48 |
| Q1 | 95 |
| median | 201 |
| Q3 | 325 |
| 95-th percentile | 570.5 |
| Maximum | 626 |
| Range | 589 |
| Interquartile range (IQR) | 230 |
Descriptive statistics
| Standard deviation | 171.44877 |
|---|---|
| Coefficient of variation (CV) | 0.71523506 |
| Kurtosis | -0.24650451 |
| Mean | 239.70968 |
| Median Absolute Deviation (MAD) | 115 |
| Skewness | 0.81074728 |
| Sum | 7431 |
| Variance | 29394.68 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=31)
| Value | Count | Frequency (%) |
| 528 | 1 | 3.2% |
| 37 | 1 | 3.2% |
| 577 | 1 | 3.2% |
| 55 | 1 | 3.2% |
| 45 | 1 | 3.2% |
| 60 | 1 | 3.2% |
| 85 | 1 | 3.2% |
| 51 | 1 | 3.2% |
| 199 | 1 | 3.2% |
| 63 | 1 | 3.2% |
| Other values (21) | 21 |
| Value | Count | Frequency (%) |
| 37 | 1 | |
| 45 | 1 | |
| 51 | 1 | |
| 55 | 1 | |
| 60 | 1 | |
| 63 | 1 | |
| 85 | 1 | |
| 86 | 1 | |
| 104 | 1 | |
| 121 | 1 |
| Value | Count | Frequency (%) |
| 626 | 1 | |
| 577 | 1 | |
| 564 | 1 | |
| 528 | 1 | |
| 441 | 1 | |
| 394 | 1 | |
| 359 | 1 | |
| 347 | 1 | |
| 303 | 1 | |
| 297 | 1 |
전문정비종사자수(명)
Real number (ℝ)
HIGH CORRELATION
| Distinct | 30 |
|---|---|
| Distinct (%) | 96.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 368.64516 |
| Minimum | 67 |
|---|---|
| Maximum | 1041 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 411.0 B |
Quantile statistics
| Minimum | 67 |
|---|---|
| 5-th percentile | 90.5 |
| Q1 | 206 |
| median | 319 |
| Q3 | 453.5 |
| 95-th percentile | 895 |
| Maximum | 1041 |
| Range | 974 |
| Interquartile range (IQR) | 247.5 |
Descriptive statistics
| Standard deviation | 260.59324 |
|---|---|
| Coefficient of variation (CV) | 0.70689451 |
| Kurtosis | 0.58646455 |
| Mean | 368.64516 |
| Median Absolute Deviation (MAD) | 131 |
| Skewness | 1.125943 |
| Sum | 11428 |
| Variance | 67908.837 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=30)
| Value | Count | Frequency (%) |
| 355 | 2 | 6.5% |
| 697 | 1 | 3.2% |
| 227 | 1 | 3.2% |
| 859 | 1 | 3.2% |
| 86 | 1 | 3.2% |
| 143 | 1 | 3.2% |
| 98 | 1 | 3.2% |
| 95 | 1 | 3.2% |
| 105 | 1 | 3.2% |
| 214 | 1 | 3.2% |
| Other values (20) | 20 |
| Value | Count | Frequency (%) |
| 67 | 1 | |
| 86 | 1 | |
| 95 | 1 | |
| 98 | 1 | |
| 104 | 1 | |
| 105 | 1 | |
| 143 | 1 | |
| 200 | 1 | |
| 212 | 1 | |
| 214 | 1 |
| Value | Count | Frequency (%) |
| 1041 | 1 | |
| 931 | 1 | |
| 859 | 1 | |
| 715 | 1 | |
| 710 | 1 | |
| 697 | 1 | |
| 470 | 1 | |
| 457 | 1 | |
| 450 | 1 | |
| 392 | 1 |
원동기정비업체수(개)
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 8 |
|---|---|
| Distinct (%) | 25.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.1290323 |
| Minimum | 0 |
|---|---|
| Maximum | 8 |
| Zeros | 9 |
| Zeros (%) | 29.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 411.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 2.5 |
| 95-th percentile | 7.5 |
| Maximum | 8 |
| Range | 8 |
| Interquartile range (IQR) | 2.5 |
Descriptive statistics
| Standard deviation | 2.5395792 |
|---|---|
| Coefficient of variation (CV) | 1.1928326 |
| Kurtosis | 0.58618103 |
| Mean | 2.1290323 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.3467078 |
| Sum | 66 |
| Variance | 6.4494624 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) |
| 1 | 9 | |
| 0 | 9 | |
| 2 | 5 | |
| 8 | 2 | 6.5% |
| 7 | 2 | 6.5% |
| 3 | 2 | 6.5% |
| 5 | 1 | 3.2% |
| 6 | 1 | 3.2% |
| Value | Count | Frequency (%) |
| 0 | 9 | |
| 1 | 9 | |
| 2 | 5 | |
| 3 | 2 | 6.5% |
| 5 | 1 | 3.2% |
| 6 | 1 | 3.2% |
| 7 | 2 | 6.5% |
| 8 | 2 | 6.5% |
| Value | Count | Frequency (%) |
| 8 | 2 | 6.5% |
| 7 | 2 | 6.5% |
| 6 | 1 | 3.2% |
| 5 | 1 | 3.2% |
| 3 | 2 | 6.5% |
| 2 | 5 | |
| 1 | 9 | |
| 0 | 9 |
원동기정비종사자수(명)
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 12 |
|---|---|
| Distinct (%) | 38.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.7096774 |
| Minimum | 0 |
|---|---|
| Maximum | 27 |
| Zeros | 9 |
| Zeros (%) | 29.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 411.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 5 |
| Q3 | 10 |
| 95-th percentile | 24 |
| Maximum | 27 |
| Range | 27 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 8.2227066 |
|---|---|
| Coefficient of variation (CV) | 1.0665435 |
| Kurtosis | 0.12217616 |
| Mean | 7.7096774 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 1.1071373 |
| Sum | 239 |
| Variance | 67.612903 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=12)
| Value | Count | Frequency (%) |
| 0 | 9 | |
| 6 | 4 | |
| 5 | 3 | 9.7% |
| 10 | 3 | 9.7% |
| 4 | 3 | 9.7% |
| 24 | 2 | 6.5% |
| 19 | 2 | 6.5% |
| 22 | 1 | 3.2% |
| 27 | 1 | 3.2% |
| 12 | 1 | 3.2% |
| Other values (2) | 2 | 6.5% |
| Value | Count | Frequency (%) |
| 0 | 9 | |
| 3 | 1 | 3.2% |
| 4 | 3 | 9.7% |
| 5 | 3 | 9.7% |
| 6 | 4 | |
| 8 | 1 | 3.2% |
| 10 | 3 | 9.7% |
| 12 | 1 | 3.2% |
| 19 | 2 | 6.5% |
| 22 | 1 | 3.2% |
| Value | Count | Frequency (%) |
| 27 | 1 | 3.2% |
| 24 | 2 | |
| 22 | 1 | 3.2% |
| 19 | 2 | |
| 12 | 1 | 3.2% |
| 10 | 3 | |
| 8 | 1 | 3.2% |
| 6 | 4 | |
| 5 | 3 | |
| 4 | 3 |
매매업체수(개)
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 24 |
|---|---|
| Distinct (%) | 77.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 43.387097 |
| Minimum | 0 |
|---|---|
| Maximum | 293 |
| Zeros | 4 |
| Zeros (%) | 12.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 411.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 6 |
| median | 24 |
| Q3 | 63.5 |
| 95-th percentile | 135.5 |
| Maximum | 293 |
| Range | 293 |
| Interquartile range (IQR) | 57.5 |
Descriptive statistics
| Standard deviation | 60.607853 |
|---|---|
| Coefficient of variation (CV) | 1.3969096 |
| Kurtosis | 8.9763374 |
| Mean | 43.387097 |
| Median Absolute Deviation (MAD) | 20 |
| Skewness | 2.6611452 |
| Sum | 1345 |
| Variance | 3673.3118 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=24)
| Value | Count | Frequency (%) |
| 0 | 4 | 12.9% |
| 11 | 3 | 9.7% |
| 6 | 2 | 6.5% |
| 29 | 2 | 6.5% |
| 293 | 1 | 3.2% |
| 24 | 1 | 3.2% |
| 133 | 1 | 3.2% |
| 8 | 1 | 3.2% |
| 2 | 1 | 3.2% |
| 17 | 1 | 3.2% |
| Other values (14) | 14 |
| Value | Count | Frequency (%) |
| 0 | 4 | |
| 1 | 1 | 3.2% |
| 2 | 1 | 3.2% |
| 4 | 1 | 3.2% |
| 6 | 2 | |
| 8 | 1 | 3.2% |
| 11 | 3 | |
| 12 | 1 | 3.2% |
| 17 | 1 | 3.2% |
| 24 | 1 | 3.2% |
| Value | Count | Frequency (%) |
| 293 | 1 | |
| 138 | 1 | |
| 133 | 1 | |
| 94 | 1 | |
| 91 | 1 | |
| 85 | 1 | |
| 73 | 1 | |
| 71 | 1 | |
| 56 | 1 | |
| 38 | 1 |
매매종사자수(명)
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 27 |
|---|---|
| Distinct (%) | 87.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 427.96774 |
| Minimum | 0 |
|---|---|
| Maximum | 5240 |
| Zeros | 4 |
| Zeros (%) | 12.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 411.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 32 |
| median | 107 |
| Q3 | 434 |
| 95-th percentile | 1410 |
| Maximum | 5240 |
| Range | 5240 |
| Interquartile range (IQR) | 402 |
Descriptive statistics
| Standard deviation | 972.1069 |
|---|---|
| Coefficient of variation (CV) | 2.271449 |
| Kurtosis | 21.23679 |
| Mean | 427.96774 |
| Median Absolute Deviation (MAD) | 98 |
| Skewness | 4.3631575 |
| Sum | 13267 |
| Variance | 944991.83 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=27)
| Value | Count | Frequency (%) |
| 0 | 4 | 12.9% |
| 9 | 2 | 6.5% |
| 5240 | 1 | 3.2% |
| 1031 | 1 | 3.2% |
| 51 | 1 | 3.2% |
| 41 | 1 | 3.2% |
| 169 | 1 | 3.2% |
| 23 | 1 | 3.2% |
| 90 | 1 | 3.2% |
| 120 | 1 | 3.2% |
| Other values (17) | 17 |
| Value | Count | Frequency (%) |
| 0 | 4 | |
| 4 | 1 | 3.2% |
| 9 | 2 | |
| 23 | 1 | 3.2% |
| 41 | 1 | 3.2% |
| 51 | 1 | 3.2% |
| 55 | 1 | 3.2% |
| 70 | 1 | 3.2% |
| 73 | 1 | 3.2% |
| 90 | 1 | 3.2% |
| Value | Count | Frequency (%) |
| 5240 | 1 | |
| 1460 | 1 | |
| 1360 | 1 | |
| 1031 | 1 | |
| 590 | 1 | |
| 568 | 1 | |
| 485 | 1 | |
| 477 | 1 | |
| 391 | 1 | |
| 268 | 1 |
폐차업체수(개)
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 14 |
|---|---|
| Distinct (%) | 45.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.9677419 |
| Minimum | 0 |
|---|---|
| Maximum | 24 |
| Zeros | 7 |
| Zeros (%) | 22.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 411.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 1 |
| Q3 | 8.5 |
| 95-th percentile | 18 |
| Maximum | 24 |
| Range | 24 |
| Interquartile range (IQR) | 7.5 |
Descriptive statistics
| Standard deviation | 6.4626304 |
|---|---|
| Coefficient of variation (CV) | 1.3009191 |
| Kurtosis | 2.1574725 |
| Mean | 4.9677419 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.5960628 |
| Sum | 154 |
| Variance | 41.765591 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=14)
| Value | Count | Frequency (%) |
| 1 | 9 | |
| 0 | 7 | |
| 2 | 3 | 9.7% |
| 11 | 2 | 6.5% |
| 8 | 1 | 3.2% |
| 7 | 1 | 3.2% |
| 22 | 1 | 3.2% |
| 10 | 1 | 3.2% |
| 12 | 1 | 3.2% |
| 24 | 1 | 3.2% |
| Other values (4) | 4 |
| Value | Count | Frequency (%) |
| 0 | 7 | |
| 1 | 9 | |
| 2 | 3 | 9.7% |
| 5 | 1 | 3.2% |
| 6 | 1 | 3.2% |
| 7 | 1 | 3.2% |
| 8 | 1 | 3.2% |
| 9 | 1 | 3.2% |
| 10 | 1 | 3.2% |
| 11 | 2 | 6.5% |
| Value | Count | Frequency (%) |
| 24 | 1 | |
| 22 | 1 | |
| 14 | 1 | |
| 12 | 1 | |
| 11 | 2 | |
| 10 | 1 | |
| 9 | 1 | |
| 8 | 1 | |
| 7 | 1 | |
| 6 | 1 |
폐차종사자수(명)
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 24 |
|---|---|
| Distinct (%) | 77.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 32.709677 |
| Minimum | 0 |
|---|---|
| Maximum | 161 |
| Zeros | 7 |
| Zeros (%) | 22.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 411.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 4 |
| median | 20 |
| Q3 | 46.5 |
| 95-th percentile | 104.5 |
| Maximum | 161 |
| Range | 161 |
| Interquartile range (IQR) | 42.5 |
Descriptive statistics
| Standard deviation | 38.683497 |
|---|---|
| Coefficient of variation (CV) | 1.1826316 |
| Kurtosis | 2.9391223 |
| Mean | 32.709677 |
| Median Absolute Deviation (MAD) | 20 |
| Skewness | 1.6768221 |
| Sum | 1014 |
| Variance | 1496.4129 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=24)
| Value | Count | Frequency (%) |
| 0 | 7 | |
| 20 | 2 | 6.5% |
| 25 | 1 | 3.2% |
| 27 | 1 | 3.2% |
| 82 | 1 | 3.2% |
| 5 | 1 | 3.2% |
| 13 | 1 | 3.2% |
| 18 | 1 | 3.2% |
| 7 | 1 | 3.2% |
| 46 | 1 | 3.2% |
| Other values (14) | 14 |
| Value | Count | Frequency (%) |
| 0 | 7 | |
| 3 | 1 | 3.2% |
| 5 | 1 | 3.2% |
| 7 | 1 | 3.2% |
| 9 | 1 | 3.2% |
| 11 | 1 | 3.2% |
| 13 | 1 | 3.2% |
| 17 | 1 | 3.2% |
| 18 | 1 | 3.2% |
| 20 | 2 | 6.5% |
| Value | Count | Frequency (%) |
| 161 | 1 | |
| 108 | 1 | |
| 101 | 1 | |
| 82 | 1 | |
| 67 | 1 | |
| 65 | 1 | |
| 60 | 1 | |
| 47 | 1 | |
| 46 | 1 | |
| 44 | 1 |
성능점검업체수(개)
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 11 |
|---|---|
| Distinct (%) | 35.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.6129032 |
| Minimum | 0 |
|---|---|
| Maximum | 23 |
| Zeros | 6 |
| Zeros (%) | 19.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 411.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 2 |
| Q3 | 5.5 |
| 95-th percentile | 10.5 |
| Maximum | 23 |
| Range | 23 |
| Interquartile range (IQR) | 4.5 |
Descriptive statistics
| Standard deviation | 4.7023215 |
|---|---|
| Coefficient of variation (CV) | 1.3015354 |
| Kurtosis | 8.9912085 |
| Mean | 3.6129032 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 2.6374167 |
| Sum | 112 |
| Variance | 22.111828 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=11)
| Value | Count | Frequency (%) |
| 2 | 8 | |
| 0 | 6 | |
| 1 | 6 | |
| 6 | 3 | 9.7% |
| 5 | 2 | 6.5% |
| 23 | 1 | 3.2% |
| 8 | 1 | 3.2% |
| 7 | 1 | 3.2% |
| 3 | 1 | 3.2% |
| 10 | 1 | 3.2% |
| Value | Count | Frequency (%) |
| 0 | 6 | |
| 1 | 6 | |
| 2 | 8 | |
| 3 | 1 | 3.2% |
| 5 | 2 | 6.5% |
| 6 | 3 | 9.7% |
| 7 | 1 | 3.2% |
| 8 | 1 | 3.2% |
| 10 | 1 | 3.2% |
| 11 | 1 | 3.2% |
| Value | Count | Frequency (%) |
| 23 | 1 | 3.2% |
| 11 | 1 | 3.2% |
| 10 | 1 | 3.2% |
| 8 | 1 | 3.2% |
| 7 | 1 | 3.2% |
| 6 | 3 | 9.7% |
| 5 | 2 | 6.5% |
| 3 | 1 | 3.2% |
| 2 | 8 | |
| 1 | 6 |
성능점검종사자수(명)
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 17 |
|---|---|
| Distinct (%) | 54.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.4516129 |
| Minimum | 0 |
|---|---|
| Maximum | 38 |
| Zeros | 6 |
| Zeros (%) | 19.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 411.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 4 |
| Q3 | 14 |
| 95-th percentile | 27.5 |
| Maximum | 38 |
| Range | 38 |
| Interquartile range (IQR) | 13 |
Descriptive statistics
| Standard deviation | 9.8821007 |
|---|---|
| Coefficient of variation (CV) | 1.1692562 |
| Kurtosis | 1.5610951 |
| Mean | 8.4516129 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 1.4099305 |
| Sum | 262 |
| Variance | 97.655914 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=17)
| Value | Count | Frequency (%) |
| 0 | 6 | |
| 2 | 4 | |
| 4 | 3 | |
| 1 | 3 | |
| 14 | 2 | 6.5% |
| 8 | 2 | 6.5% |
| 30 | 1 | 3.2% |
| 25 | 1 | 3.2% |
| 3 | 1 | 3.2% |
| 10 | 1 | 3.2% |
| Other values (7) | 7 |
| Value | Count | Frequency (%) |
| 0 | 6 | |
| 1 | 3 | |
| 2 | 4 | |
| 3 | 1 | 3.2% |
| 4 | 3 | |
| 5 | 1 | 3.2% |
| 8 | 2 | 6.5% |
| 10 | 1 | 3.2% |
| 12 | 1 | 3.2% |
| 14 | 2 | 6.5% |
| Value | Count | Frequency (%) |
| 38 | 1 | |
| 30 | 1 | |
| 25 | 1 | |
| 20 | 1 | |
| 19 | 1 | |
| 18 | 1 | |
| 15 | 1 | |
| 14 | 2 | |
| 12 | 1 | |
| 10 | 1 |
택시미터업체수(개)
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 19 |
|---|---|
| Distinct (%) | 61.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.9032258 |
| Minimum | 0 |
|---|---|
| Maximum | 29 |
| Zeros | 5 |
| Zeros (%) | 16.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 411.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 8 |
| Q3 | 14.5 |
| 95-th percentile | 23 |
| Maximum | 29 |
| Range | 29 |
| Interquartile range (IQR) | 12.5 |
Descriptive statistics
| Standard deviation | 8.1949368 |
|---|---|
| Coefficient of variation (CV) | 0.9204458 |
| Kurtosis | -0.33082426 |
| Mean | 8.9032258 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 0.741973 |
| Sum | 276 |
| Variance | 67.156989 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=19)
| Value | Count | Frequency (%) |
| 0 | 5 | |
| 2 | 5 | |
| 4 | 3 | 9.7% |
| 9 | 2 | 6.5% |
| 11 | 2 | 6.5% |
| 25 | 1 | 3.2% |
| 17 | 1 | 3.2% |
| 18 | 1 | 3.2% |
| 16 | 1 | 3.2% |
| 14 | 1 | 3.2% |
| Other values (9) | 9 |
| Value | Count | Frequency (%) |
| 0 | 5 | |
| 1 | 1 | 3.2% |
| 2 | 5 | |
| 4 | 3 | |
| 5 | 1 | 3.2% |
| 8 | 1 | 3.2% |
| 9 | 2 | 6.5% |
| 11 | 2 | 6.5% |
| 12 | 1 | 3.2% |
| 13 | 1 | 3.2% |
| Value | Count | Frequency (%) |
| 29 | 1 | |
| 25 | 1 | |
| 21 | 1 | |
| 20 | 1 | |
| 18 | 1 | |
| 17 | 1 | |
| 16 | 1 | |
| 15 | 1 | |
| 14 | 1 | |
| 13 | 1 |
택시미터종사자수(명)
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 25 |
|---|---|
| Distinct (%) | 80.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 34.483871 |
| Minimum | 0 |
|---|---|
| Maximum | 241 |
| Zeros | 5 |
| Zeros (%) | 16.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 411.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 6 |
| median | 19 |
| Q3 | 56 |
| 95-th percentile | 90 |
| Maximum | 241 |
| Range | 241 |
| Interquartile range (IQR) | 50 |
Descriptive statistics
| Standard deviation | 47.471304 |
|---|---|
| Coefficient of variation (CV) | 1.3766234 |
| Kurtosis | 11.550969 |
| Mean | 34.483871 |
| Median Absolute Deviation (MAD) | 18 |
| Skewness | 2.9606822 |
| Sum | 1069 |
| Variance | 2253.5247 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=25)
| Value | Count | Frequency (%) |
| 0 | 5 | 16.1% |
| 90 | 2 | 6.5% |
| 20 | 2 | 6.5% |
| 68 | 1 | 3.2% |
| 1 | 1 | 3.2% |
| 9 | 1 | 3.2% |
| 8 | 1 | 3.2% |
| 18 | 1 | 3.2% |
| 28 | 1 | 3.2% |
| 33 | 1 | 3.2% |
| Other values (15) | 15 |
| Value | Count | Frequency (%) |
| 0 | 5 | |
| 1 | 1 | 3.2% |
| 3 | 1 | 3.2% |
| 5 | 1 | 3.2% |
| 7 | 1 | 3.2% |
| 8 | 1 | 3.2% |
| 9 | 1 | 3.2% |
| 10 | 1 | 3.2% |
| 11 | 1 | 3.2% |
| 13 | 1 | 3.2% |
| Value | Count | Frequency (%) |
| 241 | 1 | |
| 90 | 2 | |
| 70 | 1 | |
| 68 | 1 | |
| 63 | 1 | |
| 61 | 1 | |
| 60 | 1 | |
| 52 | 1 | |
| 47 | 1 | |
| 33 | 1 |
| 시군명 | 종합정비업체수(개) | 종합정비종사자수(명) | 소형정비업체수(개) | 소형정비종사자수(명) | 전문정비업체수(개) | 전문정비종사자수(명) | 원동기정비업체수(개) | 원동기정비종사자수(명) | 매매업체수(개) | 매매종사자수(명) | 폐차업체수(개) | 폐차종사자수(명) | 성능점검업체수(개) | 성능점검종사자수(명) | 택시미터업체수(개) | 택시미터종사자수(명) | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 시군명 | 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 |
| 종합정비업체수(개) | 1.000 | 1.000 | 0.763 | 0.783 | 0.676 | 0.737 | 0.822 | 0.721 | 0.572 | 0.709 | 0.688 | 0.618 | 0.866 | 0.741 | 0.714 | 0.905 | 0.825 |
| 종합정비종사자수(명) | 1.000 | 0.763 | 1.000 | 0.852 | 0.705 | 0.633 | 0.745 | 0.834 | 0.668 | 0.830 | 0.923 | 0.000 | 0.611 | 0.611 | 0.691 | 0.726 | 0.344 |
| 소형정비업체수(개) | 1.000 | 0.783 | 0.852 | 1.000 | 0.835 | 0.824 | 0.926 | 0.796 | 0.666 | 0.710 | 0.825 | 0.505 | 0.876 | 0.640 | 0.826 | 0.607 | 0.448 |
| 소형정비종사자수(명) | 1.000 | 0.676 | 0.705 | 0.835 | 1.000 | 0.705 | 0.813 | 0.752 | 0.689 | 0.647 | 0.704 | 0.437 | 0.344 | 0.568 | 0.819 | 0.451 | 0.000 |
| 전문정비업체수(개) | 1.000 | 0.737 | 0.633 | 0.824 | 0.705 | 1.000 | 0.806 | 0.555 | 0.735 | 0.723 | 0.667 | 0.000 | 0.514 | 0.646 | 0.863 | 0.648 | 0.000 |
| 전문정비종사자수(명) | 1.000 | 0.822 | 0.745 | 0.926 | 0.813 | 0.806 | 1.000 | 0.850 | 0.757 | 0.639 | 0.859 | 0.590 | 0.860 | 0.652 | 0.726 | 0.658 | 0.000 |
| 원동기정비업체수(개) | 1.000 | 0.721 | 0.834 | 0.796 | 0.752 | 0.555 | 0.850 | 1.000 | 0.980 | 0.568 | 0.642 | 0.665 | 0.867 | 0.225 | 0.566 | 0.550 | 0.670 |
| 원동기정비종사자수(명) | 1.000 | 0.572 | 0.668 | 0.666 | 0.689 | 0.735 | 0.757 | 0.980 | 1.000 | 0.548 | 0.566 | 0.568 | 0.659 | 0.000 | 0.474 | 0.701 | 0.457 |
| 매매업체수(개) | 1.000 | 0.709 | 0.830 | 0.710 | 0.647 | 0.723 | 0.639 | 0.568 | 0.548 | 1.000 | 0.935 | 0.379 | 0.673 | 0.931 | 0.910 | 0.732 | 0.000 |
| 매매종사자수(명) | 1.000 | 0.688 | 0.923 | 0.825 | 0.704 | 0.667 | 0.859 | 0.642 | 0.566 | 0.935 | 1.000 | 0.000 | 0.740 | 0.838 | 0.869 | 0.696 | 0.000 |
| 폐차업체수(개) | 1.000 | 0.618 | 0.000 | 0.505 | 0.437 | 0.000 | 0.590 | 0.665 | 0.568 | 0.379 | 0.000 | 1.000 | 0.831 | 0.758 | 0.539 | 0.252 | 0.261 |
| 폐차종사자수(명) | 1.000 | 0.866 | 0.611 | 0.876 | 0.344 | 0.514 | 0.860 | 0.867 | 0.659 | 0.673 | 0.740 | 0.831 | 1.000 | 0.747 | 0.680 | 0.605 | 0.623 |
| 성능점검업체수(개) | 1.000 | 0.741 | 0.611 | 0.640 | 0.568 | 0.646 | 0.652 | 0.225 | 0.000 | 0.931 | 0.838 | 0.758 | 0.747 | 1.000 | 0.909 | 0.703 | 0.000 |
| 성능점검종사자수(명) | 1.000 | 0.714 | 0.691 | 0.826 | 0.819 | 0.863 | 0.726 | 0.566 | 0.474 | 0.910 | 0.869 | 0.539 | 0.680 | 0.909 | 1.000 | 0.519 | 0.704 |
| 택시미터업체수(개) | 1.000 | 0.905 | 0.726 | 0.607 | 0.451 | 0.648 | 0.658 | 0.550 | 0.701 | 0.732 | 0.696 | 0.252 | 0.605 | 0.703 | 0.519 | 1.000 | 0.522 |
| 택시미터종사자수(명) | 1.000 | 0.825 | 0.344 | 0.448 | 0.000 | 0.000 | 0.000 | 0.670 | 0.457 | 0.000 | 0.000 | 0.261 | 0.623 | 0.000 | 0.704 | 0.522 | 1.000 |
| 종합정비업체수(개) | 종합정비종사자수(명) | 소형정비업체수(개) | 소형정비종사자수(명) | 전문정비업체수(개) | 전문정비종사자수(명) | 원동기정비업체수(개) | 원동기정비종사자수(명) | 매매업체수(개) | 매매종사자수(명) | 폐차업체수(개) | 폐차종사자수(명) | 성능점검업체수(개) | 성능점검종사자수(명) | 택시미터업체수(개) | 택시미터종사자수(명) | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 종합정비업체수(개) | 1.000 | 0.868 | 0.780 | 0.607 | 0.773 | 0.732 | 0.746 | 0.731 | 0.722 | 0.653 | 0.639 | 0.764 | 0.706 | 0.602 | 0.779 | 0.548 |
| 종합정비종사자수(명) | 0.868 | 1.000 | 0.849 | 0.781 | 0.785 | 0.771 | 0.773 | 0.782 | 0.677 | 0.685 | 0.273 | 0.508 | 0.689 | 0.636 | 0.647 | 0.577 |
| 소형정비업체수(개) | 0.780 | 0.849 | 1.000 | 0.925 | 0.892 | 0.877 | 0.626 | 0.629 | 0.720 | 0.733 | 0.303 | 0.521 | 0.716 | 0.700 | 0.557 | 0.406 |
| 소형정비종사자수(명) | 0.607 | 0.781 | 0.925 | 1.000 | 0.800 | 0.809 | 0.490 | 0.520 | 0.595 | 0.660 | 0.031 | 0.276 | 0.635 | 0.648 | 0.419 | 0.400 |
| 전문정비업체수(개) | 0.773 | 0.785 | 0.892 | 0.800 | 1.000 | 0.967 | 0.640 | 0.622 | 0.770 | 0.782 | 0.298 | 0.527 | 0.775 | 0.720 | 0.532 | 0.381 |
| 전문정비종사자수(명) | 0.732 | 0.771 | 0.877 | 0.809 | 0.967 | 1.000 | 0.604 | 0.596 | 0.704 | 0.709 | 0.219 | 0.470 | 0.768 | 0.703 | 0.483 | 0.360 |
| 원동기정비업체수(개) | 0.746 | 0.773 | 0.626 | 0.490 | 0.640 | 0.604 | 1.000 | 0.960 | 0.531 | 0.500 | 0.371 | 0.564 | 0.459 | 0.392 | 0.471 | 0.372 |
| 원동기정비종사자수(명) | 0.731 | 0.782 | 0.629 | 0.520 | 0.622 | 0.596 | 0.960 | 1.000 | 0.510 | 0.490 | 0.288 | 0.519 | 0.444 | 0.375 | 0.496 | 0.408 |
| 매매업체수(개) | 0.722 | 0.677 | 0.720 | 0.595 | 0.770 | 0.704 | 0.531 | 0.510 | 1.000 | 0.967 | 0.435 | 0.623 | 0.859 | 0.791 | 0.523 | 0.374 |
| 매매종사자수(명) | 0.653 | 0.685 | 0.733 | 0.660 | 0.782 | 0.709 | 0.500 | 0.490 | 0.967 | 1.000 | 0.286 | 0.486 | 0.811 | 0.771 | 0.465 | 0.334 |
| 폐차업체수(개) | 0.639 | 0.273 | 0.303 | 0.031 | 0.298 | 0.219 | 0.371 | 0.288 | 0.435 | 0.286 | 1.000 | 0.891 | 0.376 | 0.302 | 0.500 | 0.226 |
| 폐차종사자수(명) | 0.764 | 0.508 | 0.521 | 0.276 | 0.527 | 0.470 | 0.564 | 0.519 | 0.623 | 0.486 | 0.891 | 1.000 | 0.621 | 0.533 | 0.566 | 0.365 |
| 성능점검업체수(개) | 0.706 | 0.689 | 0.716 | 0.635 | 0.775 | 0.768 | 0.459 | 0.444 | 0.859 | 0.811 | 0.376 | 0.621 | 1.000 | 0.952 | 0.542 | 0.552 |
| 성능점검종사자수(명) | 0.602 | 0.636 | 0.700 | 0.648 | 0.720 | 0.703 | 0.392 | 0.375 | 0.791 | 0.771 | 0.302 | 0.533 | 0.952 | 1.000 | 0.433 | 0.523 |
| 택시미터업체수(개) | 0.779 | 0.647 | 0.557 | 0.419 | 0.532 | 0.483 | 0.471 | 0.496 | 0.523 | 0.465 | 0.500 | 0.566 | 0.542 | 0.433 | 1.000 | 0.743 |
| 택시미터종사자수(명) | 0.548 | 0.577 | 0.406 | 0.400 | 0.381 | 0.360 | 0.372 | 0.408 | 0.374 | 0.334 | 0.226 | 0.365 | 0.552 | 0.523 | 0.743 | 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.
| 집계년도 | 시군명 | 조사분기 | 종합정비업체수(개) | 종합정비종사자수(명) | 소형정비업체수(개) | 소형정비종사자수(명) | 전문정비업체수(개) | 전문정비종사자수(명) | 원동기정비업체수(개) | 원동기정비종사자수(명) | 매매업체수(개) | 매매종사자수(명) | 폐차업체수(개) | 폐차종사자수(명) | 성능점검업체수(개) | 성능점검종사자수(명) | 택시미터업체수(개) | 택시미터종사자수(명) | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | <NA> | 수원시 | <NA> | 78 | 1013 | 47 | 373 | 528 | 697 | 1 | 5 | 293 | 5240 | 1 | 25 | 23 | 38 | 25 | 68 |
| 1 | <NA> | 연천군 | <NA> | 11 | 71 | 1 | 4 | 37 | 67 | 0 | 0 | 4 | 9 | 8 | 20 | 0 | 0 | 1 | 1 |
| 2 | <NA> | 고양시 | <NA> | 86 | 1137 | 84 | 653 | 564 | 931 | 8 | 24 | 73 | 477 | 7 | 47 | 6 | 19 | 2 | 10 |
| 3 | <NA> | 화성시 | <NA> | 117 | 407 | 28 | 83 | 626 | 1041 | 7 | 22 | 71 | 180 | 22 | 161 | 8 | 15 | 29 | 60 |
| 4 | <NA> | 성남시 | <NA> | 17 | 221 | 33 | 272 | 297 | 378 | 0 | 0 | 6 | 55 | 1 | 3 | 2 | 12 | 9 | 13 |
| 5 | <NA> | 부천시 | <NA> | 47 | 659 | 47 | 355 | 359 | 710 | 5 | 27 | 138 | 1360 | 1 | 44 | 6 | 8 | 15 | 19 |
| 6 | <NA> | 남양주시 | <NA> | 52 | 377 | 11 | 60 | 347 | 470 | 1 | 5 | 11 | 70 | 2 | 20 | 2 | 2 | 20 | 63 |
| 7 | <NA> | 안산시 | <NA> | 27 | 392 | 42 | 260 | 441 | 715 | 1 | 5 | 85 | 1460 | 1 | 17 | 5 | 20 | 2 | 3 |
| 8 | <NA> | 평택시 | <NA> | 86 | 482 | 35 | 155 | 394 | 457 | 3 | 10 | 94 | 590 | 10 | 67 | 7 | 18 | 4 | 7 |
| 9 | <NA> | 안양시 | <NA> | 28 | 559 | 22 | 234 | 201 | 355 | 1 | 4 | 12 | 160 | 0 | 0 | 2 | 4 | 11 | 47 |
| 집계년도 | 시군명 | 조사분기 | 종합정비업체수(개) | 종합정비종사자수(명) | 소형정비업체수(개) | 소형정비종사자수(명) | 전문정비업체수(개) | 전문정비종사자수(명) | 원동기정비업체수(개) | 원동기정비종사자수(명) | 매매업체수(개) | 매매종사자수(명) | 폐차업체수(개) | 폐차종사자수(명) | 성능점검업체수(개) | 성능점검종사자수(명) | 택시미터업체수(개) | 택시미터종사자수(명) | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 21 | <NA> | 안성시 | <NA> | 45 | 394 | 20 | 103 | 150 | 266 | 2 | 6 | 17 | 90 | 14 | 101 | 2 | 4 | 16 | 33 |
| 22 | <NA> | 구리시 | <NA> | 9 | 177 | 0 | 0 | 86 | 212 | 1 | 4 | 2 | 23 | 0 | 0 | 1 | 1 | 0 | 0 |
| 23 | <NA> | 의왕시 | <NA> | 12 | 205 | 3 | 25 | 63 | 104 | 2 | 8 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 28 |
| 24 | <NA> | 포천시 | <NA> | 44 | 195 | 13 | 42 | 199 | 214 | 2 | 10 | 29 | 169 | 11 | 46 | 1 | 2 | 18 | 18 |
| 25 | <NA> | 양평군 | <NA> | 13 | 136 | 3 | 15 | 51 | 105 | 0 | 0 | 6 | 9 | 1 | 7 | 1 | 2 | 4 | 8 |
| 26 | <NA> | 여주시 | <NA> | 23 | 175 | 2 | 10 | 85 | 95 | 1 | 3 | 11 | 41 | 6 | 18 | 0 | 0 | 9 | 9 |
| 27 | <NA> | 동두천시 | <NA> | 10 | 70 | 3 | 11 | 60 | 98 | 0 | 0 | 8 | 51 | 2 | 13 | 1 | 2 | 0 | 0 |
| 28 | <NA> | 과천시 | <NA> | 1 | 15 | 0 | 0 | 45 | 143 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 29 | <NA> | 가평군 | <NA> | 7 | 62 | 2 | 20 | 55 | 86 | 0 | 0 | 0 | 0 | 1 | 5 | 0 | 0 | 0 | 0 |
| 30 | <NA> | 용인시 | <NA> | 95 | 684 | 59 | 596 | 577 | 859 | 8 | 24 | 133 | 1031 | 5 | 82 | 11 | 30 | 17 | 90 |