Dataset statistics
| Number of variables | 17 |
|---|---|
| Number of observations | 33 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 5.0 KiB |
| Average record size in memory | 156.0 B |
Variable types
| Text | 1 |
|---|---|
| Numeric | 14 |
| Categorical | 2 |
Dataset
| Description | 경기도 기업 SOS넷 처리 현황 |
|---|---|
| Author | 경기도 |
| URL | https://data.gg.go.kr/portal/data/service/selectServicePage.do?&infId=GJ1IYMQ29QRP23A45KK330338485&infSeq=1 |
합계 is highly overall correlated with 공장설립건수 and 12 other fields | High correlation |
공장설립건수 is highly overall correlated with 합계 and 9 other fields | High correlation |
주변인프라건수 is highly overall correlated with 합계 and 8 other fields | High correlation |
창업벤처건수 is highly overall correlated with 합계 and 7 other fields | High correlation |
자금지원건수 is highly overall correlated with 합계 and 12 other fields | High correlation |
판로수출건수 is highly overall correlated with 합계 and 10 other fields | High correlation |
기술인증건수 is highly overall correlated with 합계 and 10 other fields | High correlation |
인력교육건수 is highly overall correlated with 합계 and 8 other fields | High correlation |
인사노무건수 is highly overall correlated with 판로수출건수 and 2 other fields | High correlation |
마케팅건수 is highly overall correlated with 세무회계건수 and 1 other fields | High correlation |
법률건수 is highly overall correlated with 합계 and 12 other fields | High correlation |
특허건수 is highly overall correlated with 합계 and 10 other fields | High correlation |
지원사업건수 is highly overall correlated with 합계 and 10 other fields | High correlation |
기타건수 is highly overall correlated with 합계 and 11 other fields | High correlation |
세무회계건수 is highly overall correlated with 합계 and 14 other fields | High correlation |
불공정거래건수 is highly overall correlated with 합계 and 14 other fields | High correlation |
세무회계건수 is highly imbalanced (67.0%) | Imbalance |
불공정거래건수 is highly imbalanced (67.0%) | Imbalance |
소재지명 has unique values | Unique |
공장설립건수 has 17 (51.5%) zeros | Zeros |
주변인프라건수 has 22 (66.7%) zeros | Zeros |
창업벤처건수 has 10 (30.3%) zeros | Zeros |
판로수출건수 has 1 (3.0%) zeros | Zeros |
기술인증건수 has 4 (12.1%) zeros | Zeros |
인력교육건수 has 23 (69.7%) zeros | Zeros |
인사노무건수 has 13 (39.4%) zeros | Zeros |
마케팅건수 has 17 (51.5%) zeros | Zeros |
법률건수 has 12 (36.4%) zeros | Zeros |
특허건수 has 11 (33.3%) zeros | Zeros |
기타건수 has 1 (3.0%) zeros | Zeros |
Reproduction
| Analysis started | 2024-03-12 23:04:48.082318 |
|---|---|
| Analysis finished | 2024-03-12 23:05:02.805204 |
| Duration | 14.72 seconds |
| Software version | ydata-profiling vv4.5.1 |
| Download configuration | config.json |
소재지명
Text
UNIQUE
| Distinct | 33 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 396.0 B |
Length
| Max length | 4 |
|---|---|
| Median length | 3 |
| Mean length | 3.0606061 |
| Min length | 1 |
Characters and Unicode
| Total characters | 101 |
|---|---|
| Distinct characters | 43 |
| 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 | 33 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | 계 |
|---|---|
| 2nd row | 광주시 |
| 3rd row | 남양주시 |
| 4th row | 고양시 |
| 5th row | 화성시 |
| Value | Count | Frequency (%) |
| 계 | 1 | 3.0% |
| 안산시 | 1 | 3.0% |
| 과천시 | 1 | 3.0% |
| 동두천시 | 1 | 3.0% |
| 연천군 | 1 | 3.0% |
| 가평군 | 1 | 3.0% |
| 여주시 | 1 | 3.0% |
| 오산시 | 1 | 3.0% |
| 양평군 | 1 | 3.0% |
| 구리시 | 1 | 3.0% |
| Other values (23) | 23 |
Most occurring characters
| Value | Count | Frequency (%) |
| 시 | 29 | |
| 천 | 6 | 5.9% |
| 주 | 5 | 5.0% |
| 양 | 5 | 5.0% |
| 군 | 4 | 4.0% |
| 성 | 3 | 3.0% |
| 남 | 3 | 3.0% |
| 평 | 3 | 3.0% |
| 포 | 3 | 3.0% |
| 안 | 3 | 3.0% |
| Other values (33) | 37 |
Most occurring categories
| Value | Count | Frequency (%) |
| Other Letter | 101 |
Most frequent character per category
Other Letter
| Value | Count | Frequency (%) |
| 시 | 29 | |
| 천 | 6 | 5.9% |
| 주 | 5 | 5.0% |
| 양 | 5 | 5.0% |
| 군 | 4 | 4.0% |
| 성 | 3 | 3.0% |
| 남 | 3 | 3.0% |
| 평 | 3 | 3.0% |
| 포 | 3 | 3.0% |
| 안 | 3 | 3.0% |
| Other values (33) | 37 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Hangul | 101 |
Most frequent character per script
Hangul
| Value | Count | Frequency (%) |
| 시 | 29 | |
| 천 | 6 | 5.9% |
| 주 | 5 | 5.0% |
| 양 | 5 | 5.0% |
| 군 | 4 | 4.0% |
| 성 | 3 | 3.0% |
| 남 | 3 | 3.0% |
| 평 | 3 | 3.0% |
| 포 | 3 | 3.0% |
| 안 | 3 | 3.0% |
| Other values (33) | 37 |
Most occurring blocks
| Value | Count | Frequency (%) |
| Hangul | 101 |
Most frequent character per block
Hangul
| Value | Count | Frequency (%) |
| 시 | 29 | |
| 천 | 6 | 5.9% |
| 주 | 5 | 5.0% |
| 양 | 5 | 5.0% |
| 군 | 4 | 4.0% |
| 성 | 3 | 3.0% |
| 남 | 3 | 3.0% |
| 평 | 3 | 3.0% |
| 포 | 3 | 3.0% |
| 안 | 3 | 3.0% |
| Other values (33) | 37 |
합계
Real number (ℝ)
HIGH CORRELATION
| Distinct | 31 |
|---|---|
| Distinct (%) | 93.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 352.18182 |
| Minimum | 15 |
|---|---|
| Maximum | 5811 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 429.0 B |
Quantile statistics
| Minimum | 15 |
|---|---|
| 5-th percentile | 21 |
| Q1 | 46 |
| median | 122 |
| Q3 | 263 |
| 95-th percentile | 651.4 |
| Maximum | 5811 |
| Range | 5796 |
| Interquartile range (IQR) | 217 |
Descriptive statistics
| Standard deviation | 996.67517 |
|---|---|
| Coefficient of variation (CV) | 2.8300018 |
| Kurtosis | 30.630412 |
| Mean | 352.18182 |
| Median Absolute Deviation (MAD) | 81 |
| Skewness | 5.452737 |
| Sum | 11622 |
| Variance | 993361.4 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=31)
| Value | Count | Frequency (%) |
| 21 | 2 | 6.1% |
| 41 | 2 | 6.1% |
| 5811 | 1 | 3.0% |
| 802 | 1 | 3.0% |
| 15 | 1 | 3.0% |
| 32 | 1 | 3.0% |
| 33 | 1 | 3.0% |
| 45 | 1 | 3.0% |
| 46 | 1 | 3.0% |
| 55 | 1 | 3.0% |
| Other values (21) | 21 |
| Value | Count | Frequency (%) |
| 15 | 1 | |
| 21 | 2 | |
| 32 | 1 | |
| 33 | 1 | |
| 41 | 2 | |
| 45 | 1 | |
| 46 | 1 | |
| 55 | 1 | |
| 76 | 1 | |
| 77 | 1 |
| Value | Count | Frequency (%) |
| 5811 | 1 | |
| 802 | 1 | |
| 551 | 1 | |
| 510 | 1 | |
| 423 | 1 | |
| 397 | 1 | |
| 328 | 1 | |
| 312 | 1 | |
| 263 | 1 | |
| 234 | 1 |
공장설립건수
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 7 |
|---|---|
| Distinct (%) | 21.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.6060606 |
| Minimum | 0 |
|---|---|
| Maximum | 142 |
| Zeros | 17 |
| Zeros (%) | 51.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 429.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 53 |
| Maximum | 142 |
| Range | 142 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 28.234442 |
|---|---|
| Coefficient of variation (CV) | 3.2807626 |
| Kurtosis | 17.058511 |
| Mean | 8.6060606 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.0500293 |
| Sum | 284 |
| Variance | 797.18371 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=7)
| Value | Count | Frequency (%) |
| 0 | 17 | |
| 1 | 9 | |
| 2 | 3 | 9.1% |
| 142 | 1 | 3.0% |
| 35 | 1 | 3.0% |
| 80 | 1 | 3.0% |
| 12 | 1 | 3.0% |
| Value | Count | Frequency (%) |
| 0 | 17 | |
| 1 | 9 | |
| 2 | 3 | 9.1% |
| 12 | 1 | 3.0% |
| 35 | 1 | 3.0% |
| 80 | 1 | 3.0% |
| 142 | 1 | 3.0% |
| Value | Count | Frequency (%) |
| 142 | 1 | 3.0% |
| 80 | 1 | 3.0% |
| 35 | 1 | 3.0% |
| 12 | 1 | 3.0% |
| 2 | 3 | 9.1% |
| 1 | 9 | |
| 0 | 17 |
주변인프라건수
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 11 |
|---|---|
| Distinct (%) | 33.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.666667 |
| Minimum | 0 |
|---|---|
| Maximum | 209 |
| Zeros | 22 |
| Zeros (%) | 66.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 429.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 3 |
| 95-th percentile | 71.2 |
| Maximum | 209 |
| Range | 209 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 42.583496 |
|---|---|
| Coefficient of variation (CV) | 3.361855 |
| Kurtosis | 16.393507 |
| Mean | 12.666667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.0486447 |
| Sum | 418 |
| Variance | 1813.3542 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=11)
| Value | Count | Frequency (%) |
| 0 | 22 | |
| 1 | 2 | 6.1% |
| 209 | 1 | 3.0% |
| 136 | 1 | 3.0% |
| 28 | 1 | 3.0% |
| 4 | 1 | 3.0% |
| 8 | 1 | 3.0% |
| 7 | 1 | 3.0% |
| 10 | 1 | 3.0% |
| 3 | 1 | 3.0% |
| Value | Count | Frequency (%) |
| 0 | 22 | |
| 1 | 2 | 6.1% |
| 3 | 1 | 3.0% |
| 4 | 1 | 3.0% |
| 7 | 1 | 3.0% |
| 8 | 1 | 3.0% |
| 10 | 1 | 3.0% |
| 11 | 1 | 3.0% |
| 28 | 1 | 3.0% |
| 136 | 1 | 3.0% |
| Value | Count | Frequency (%) |
| 209 | 1 | |
| 136 | 1 | |
| 28 | 1 | |
| 11 | 1 | |
| 10 | 1 | |
| 8 | 1 | |
| 7 | 1 | |
| 4 | 1 | |
| 3 | 1 | |
| 1 | 2 |
창업벤처건수
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 9 |
|---|---|
| Distinct (%) | 27.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4 |
| Minimum | 0 |
|---|---|
| Maximum | 66 |
| Zeros | 10 |
| Zeros (%) | 30.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 429.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 12.6 |
| Maximum | 66 |
| Range | 66 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 11.594719 |
|---|---|
| Coefficient of variation (CV) | 2.8986797 |
| Kurtosis | 27.563609 |
| Mean | 4 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 5.1018174 |
| Sum | 132 |
| Variance | 134.4375 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=9)
| Value | Count | Frequency (%) |
| 1 | 11 | |
| 0 | 10 | |
| 2 | 4 | 12.1% |
| 3 | 3 | 9.1% |
| 66 | 1 | 3.0% |
| 11 | 1 | 3.0% |
| 5 | 1 | 3.0% |
| 15 | 1 | 3.0% |
| 7 | 1 | 3.0% |
| Value | Count | Frequency (%) |
| 0 | 10 | |
| 1 | 11 | |
| 2 | 4 | 12.1% |
| 3 | 3 | 9.1% |
| 5 | 1 | 3.0% |
| 7 | 1 | 3.0% |
| 11 | 1 | 3.0% |
| 15 | 1 | 3.0% |
| 66 | 1 | 3.0% |
| Value | Count | Frequency (%) |
| 66 | 1 | 3.0% |
| 15 | 1 | 3.0% |
| 11 | 1 | 3.0% |
| 7 | 1 | 3.0% |
| 5 | 1 | 3.0% |
| 3 | 3 | 9.1% |
| 2 | 4 | 12.1% |
| 1 | 11 | |
| 0 | 10 |
자금지원건수
Real number (ℝ)
HIGH CORRELATION
| Distinct | 20 |
|---|---|
| Distinct (%) | 60.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 56.606061 |
| Minimum | 2 |
|---|---|
| Maximum | 934 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 429.0 B |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 4 |
| median | 10 |
| Q3 | 26 |
| 95-th percentile | 171.8 |
| Maximum | 934 |
| Range | 932 |
| Interquartile range (IQR) | 22 |
Descriptive statistics
| Standard deviation | 165.26644 |
|---|---|
| Coefficient of variation (CV) | 2.9195891 |
| Kurtosis | 26.682384 |
| Mean | 56.606061 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | 4.9893874 |
| Sum | 1868 |
| Variance | 27312.996 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=20)
| Value | Count | Frequency (%) |
| 2 | 5 | |
| 4 | 3 | 9.1% |
| 5 | 3 | 9.1% |
| 3 | 3 | 9.1% |
| 11 | 2 | 6.1% |
| 26 | 2 | 6.1% |
| 6 | 2 | 6.1% |
| 934 | 1 | 3.0% |
| 13 | 1 | 3.0% |
| 14 | 1 | 3.0% |
| Other values (10) | 10 |
| Value | Count | Frequency (%) |
| 2 | 5 | |
| 3 | 3 | |
| 4 | 3 | |
| 5 | 3 | |
| 6 | 2 | 6.1% |
| 10 | 1 | 3.0% |
| 11 | 2 | 6.1% |
| 13 | 1 | 3.0% |
| 14 | 1 | 3.0% |
| 16 | 1 | 3.0% |
| Value | Count | Frequency (%) |
| 934 | 1 | |
| 194 | 1 | |
| 157 | 1 | |
| 141 | 1 | |
| 134 | 1 | |
| 56 | 1 | |
| 30 | 1 | |
| 26 | 2 | |
| 19 | 1 | |
| 18 | 1 |
판로수출건수
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 25 |
|---|---|
| Distinct (%) | 75.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 40.666667 |
| Minimum | 0 |
|---|---|
| Maximum | 671 |
| Zeros | 1 |
| Zeros (%) | 3.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 429.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 6 |
| median | 18 |
| Q3 | 38 |
| 95-th percentile | 50.6 |
| Maximum | 671 |
| Range | 671 |
| Interquartile range (IQR) | 32 |
Descriptive statistics
| Standard deviation | 114.31116 |
|---|---|
| Coefficient of variation (CV) | 2.8109302 |
| Kurtosis | 31.558841 |
| Mean | 40.666667 |
| Median Absolute Deviation (MAD) | 15 |
| Skewness | 5.5624 |
| Sum | 1342 |
| Variance | 13067.042 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=25)
| Value | Count | Frequency (%) |
| 34 | 3 | 9.1% |
| 38 | 2 | 6.1% |
| 17 | 2 | 6.1% |
| 1 | 2 | 6.1% |
| 20 | 2 | 6.1% |
| 14 | 2 | 6.1% |
| 3 | 2 | 6.1% |
| 671 | 1 | 3.0% |
| 18 | 1 | 3.0% |
| 0 | 1 | 3.0% |
| Other values (15) | 15 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 1 | 2 | |
| 2 | 1 | |
| 3 | 2 | |
| 4 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 8 | 1 | |
| 10 | 1 | |
| 11 | 1 |
| Value | Count | Frequency (%) |
| 671 | 1 | 3.0% |
| 59 | 1 | 3.0% |
| 45 | 1 | 3.0% |
| 43 | 1 | 3.0% |
| 42 | 1 | 3.0% |
| 41 | 1 | 3.0% |
| 39 | 1 | 3.0% |
| 38 | 2 | |
| 34 | 3 | |
| 31 | 1 | 3.0% |
기술인증건수
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 17 |
|---|---|
| Distinct (%) | 51.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.060606 |
| Minimum | 0 |
|---|---|
| Maximum | 199 |
| Zeros | 4 |
| Zeros (%) | 12.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 429.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 5 |
| Q3 | 8 |
| 95-th percentile | 21.4 |
| Maximum | 199 |
| Range | 199 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 34.090816 |
|---|---|
| Coefficient of variation (CV) | 2.8266254 |
| Kurtosis | 30.792226 |
| Mean | 12.060606 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 5.4709874 |
| Sum | 398 |
| Variance | 1162.1837 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=17)
| Value | Count | Frequency (%) |
| 0 | 4 | |
| 3 | 4 | |
| 1 | 3 | |
| 5 | 3 | |
| 4 | 3 | |
| 8 | 2 | 6.1% |
| 7 | 2 | 6.1% |
| 6 | 2 | 6.1% |
| 2 | 2 | 6.1% |
| 199 | 1 | 3.0% |
| Other values (7) | 7 |
| Value | Count | Frequency (%) |
| 0 | 4 | |
| 1 | 3 | |
| 2 | 2 | |
| 3 | 4 | |
| 4 | 3 | |
| 5 | 3 | |
| 6 | 2 | |
| 7 | 2 | |
| 8 | 2 | |
| 9 | 1 | 3.0% |
| Value | Count | Frequency (%) |
| 199 | 1 | |
| 25 | 1 | |
| 19 | 1 | |
| 17 | 1 | |
| 15 | 1 | |
| 14 | 1 | |
| 12 | 1 | |
| 9 | 1 | |
| 8 | 2 | |
| 7 | 2 |
세무회계건수
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 3 |
|---|---|
| Distinct (%) | 9.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 396.0 B |
| 0 | |
|---|---|
| 1 | 2 |
| 2 | 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 3.0% |
Sample
| 1st row | 2 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 30 | |
| 1 | 2 | 6.1% |
| 2 | 1 | 3.0% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 30 | |
| 1 | 2 | 6.1% |
| 2 | 1 | 3.0% |
인력교육건수
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 8 |
|---|---|
| Distinct (%) | 24.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.757576 |
| Minimum | 0 |
|---|---|
| Maximum | 260 |
| Zeros | 23 |
| Zeros (%) | 69.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 429.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 100.8 |
| Maximum | 260 |
| Range | 260 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 58.740973 |
|---|---|
| Coefficient of variation (CV) | 3.7277925 |
| Kurtosis | 14.04096 |
| Mean | 15.757576 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.8773181 |
| Sum | 520 |
| Variance | 3450.5019 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) |
| 0 | 23 | |
| 1 | 3 | 9.1% |
| 3 | 2 | 6.1% |
| 260 | 1 | 3.0% |
| 225 | 1 | 3.0% |
| 18 | 1 | 3.0% |
| 6 | 1 | 3.0% |
| 2 | 1 | 3.0% |
| Value | Count | Frequency (%) |
| 0 | 23 | |
| 1 | 3 | 9.1% |
| 2 | 1 | 3.0% |
| 3 | 2 | 6.1% |
| 6 | 1 | 3.0% |
| 18 | 1 | 3.0% |
| 225 | 1 | 3.0% |
| 260 | 1 | 3.0% |
| Value | Count | Frequency (%) |
| 260 | 1 | 3.0% |
| 225 | 1 | 3.0% |
| 18 | 1 | 3.0% |
| 6 | 1 | 3.0% |
| 3 | 2 | 6.1% |
| 2 | 1 | 3.0% |
| 1 | 3 | 9.1% |
| 0 | 23 |
인사노무건수
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 10 |
|---|---|
| Distinct (%) | 30.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.3636364 |
| Minimum | 0 |
|---|---|
| Maximum | 105 |
| Zeros | 13 |
| Zeros (%) | 39.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 429.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 4 |
| 95-th percentile | 20.8 |
| Maximum | 105 |
| Range | 105 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 19.065378 |
|---|---|
| Coefficient of variation (CV) | 2.995988 |
| Kurtosis | 24.079857 |
| Mean | 6.3636364 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 4.7676769 |
| Sum | 210 |
| Variance | 363.48864 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) |
| 0 | 13 | |
| 1 | 5 | 15.2% |
| 7 | 3 | 9.1% |
| 2 | 3 | 9.1% |
| 3 | 3 | 9.1% |
| 6 | 2 | 6.1% |
| 105 | 1 | 3.0% |
| 40 | 1 | 3.0% |
| 8 | 1 | 3.0% |
| 4 | 1 | 3.0% |
| Value | Count | Frequency (%) |
| 0 | 13 | |
| 1 | 5 | 15.2% |
| 2 | 3 | 9.1% |
| 3 | 3 | 9.1% |
| 4 | 1 | 3.0% |
| 6 | 2 | 6.1% |
| 7 | 3 | 9.1% |
| 8 | 1 | 3.0% |
| 40 | 1 | 3.0% |
| 105 | 1 | 3.0% |
| Value | Count | Frequency (%) |
| 105 | 1 | 3.0% |
| 40 | 1 | 3.0% |
| 8 | 1 | 3.0% |
| 7 | 3 | 9.1% |
| 6 | 2 | 6.1% |
| 4 | 1 | 3.0% |
| 3 | 3 | 9.1% |
| 2 | 3 | 9.1% |
| 1 | 5 | 15.2% |
| 0 | 13 |
마케팅건수
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 9 |
|---|---|
| Distinct (%) | 27.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.6060606 |
| Minimum | 0 |
|---|---|
| Maximum | 109 |
| Zeros | 17 |
| Zeros (%) | 51.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 429.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 4 |
| 95-th percentile | 30.4 |
| Maximum | 109 |
| Range | 109 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 20.429665 |
|---|---|
| Coefficient of variation (CV) | 3.092564 |
| Kurtosis | 21.198665 |
| Mean | 6.6060606 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.4682192 |
| Sum | 218 |
| Variance | 417.37121 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=9)
| Value | Count | Frequency (%) |
| 0 | 17 | |
| 1 | 5 | 15.2% |
| 5 | 4 | 12.1% |
| 4 | 2 | 6.1% |
| 109 | 1 | 3.0% |
| 2 | 1 | 3.0% |
| 49 | 1 | 3.0% |
| 18 | 1 | 3.0% |
| 7 | 1 | 3.0% |
| Value | Count | Frequency (%) |
| 0 | 17 | |
| 1 | 5 | 15.2% |
| 2 | 1 | 3.0% |
| 4 | 2 | 6.1% |
| 5 | 4 | 12.1% |
| 7 | 1 | 3.0% |
| 18 | 1 | 3.0% |
| 49 | 1 | 3.0% |
| 109 | 1 | 3.0% |
| Value | Count | Frequency (%) |
| 109 | 1 | 3.0% |
| 49 | 1 | 3.0% |
| 18 | 1 | 3.0% |
| 7 | 1 | 3.0% |
| 5 | 4 | 12.1% |
| 4 | 2 | 6.1% |
| 2 | 1 | 3.0% |
| 1 | 5 | 15.2% |
| 0 | 17 |
법률건수
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 10 |
|---|---|
| Distinct (%) | 30.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.9393939 |
| Minimum | 0 |
|---|---|
| Maximum | 65 |
| Zeros | 12 |
| Zeros (%) | 36.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 429.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 3 |
| 95-th percentile | 8.8 |
| Maximum | 65 |
| Range | 65 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 11.26926 |
|---|---|
| Coefficient of variation (CV) | 2.8606582 |
| Kurtosis | 29.204513 |
| Mean | 3.9393939 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 5.2772164 |
| Sum | 130 |
| Variance | 126.99621 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) |
| 0 | 12 | |
| 1 | 8 | |
| 3 | 4 | 12.1% |
| 5 | 2 | 6.1% |
| 2 | 2 | 6.1% |
| 65 | 1 | 3.0% |
| 10 | 1 | 3.0% |
| 7 | 1 | 3.0% |
| 6 | 1 | 3.0% |
| 8 | 1 | 3.0% |
| Value | Count | Frequency (%) |
| 0 | 12 | |
| 1 | 8 | |
| 2 | 2 | 6.1% |
| 3 | 4 | 12.1% |
| 5 | 2 | 6.1% |
| 6 | 1 | 3.0% |
| 7 | 1 | 3.0% |
| 8 | 1 | 3.0% |
| 10 | 1 | 3.0% |
| 65 | 1 | 3.0% |
| Value | Count | Frequency (%) |
| 65 | 1 | 3.0% |
| 10 | 1 | 3.0% |
| 8 | 1 | 3.0% |
| 7 | 1 | 3.0% |
| 6 | 1 | 3.0% |
| 5 | 2 | 6.1% |
| 3 | 4 | 12.1% |
| 2 | 2 | 6.1% |
| 1 | 8 | |
| 0 | 12 |
특허건수
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 7 |
|---|---|
| Distinct (%) | 21.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.5151515 |
| Minimum | 0 |
|---|---|
| Maximum | 58 |
| Zeros | 11 |
| Zeros (%) | 33.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 429.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 3 |
| 95-th percentile | 5.4 |
| Maximum | 58 |
| Range | 58 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 9.9502551 |
|---|---|
| Coefficient of variation (CV) | 2.830676 |
| Kurtosis | 30.598714 |
| Mean | 3.5151515 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 5.4427936 |
| Sum | 116 |
| Variance | 99.007576 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=7)
| Value | Count | Frequency (%) |
| 0 | 11 | |
| 3 | 6 | |
| 1 | 6 | |
| 5 | 4 | 12.1% |
| 2 | 4 | 12.1% |
| 58 | 1 | 3.0% |
| 6 | 1 | 3.0% |
| Value | Count | Frequency (%) |
| 0 | 11 | |
| 1 | 6 | |
| 2 | 4 | 12.1% |
| 3 | 6 | |
| 5 | 4 | 12.1% |
| 6 | 1 | 3.0% |
| 58 | 1 | 3.0% |
| Value | Count | Frequency (%) |
| 58 | 1 | 3.0% |
| 6 | 1 | 3.0% |
| 5 | 4 | 12.1% |
| 3 | 6 | |
| 2 | 4 | 12.1% |
| 1 | 6 | |
| 0 | 11 |
불공정거래건수
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 3 |
|---|---|
| Distinct (%) | 9.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 396.0 B |
| 0 | |
|---|---|
| 1 | 2 |
| 2 | 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 3.0% |
Sample
| 1st row | 2 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 30 | |
| 1 | 2 | 6.1% |
| 2 | 1 | 3.0% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 30 | |
| 1 | 2 | 6.1% |
| 2 | 1 | 3.0% |
지원사업건수
Real number (ℝ)
HIGH CORRELATION
| Distinct | 31 |
|---|---|
| Distinct (%) | 93.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 146.42424 |
| Minimum | 2 |
|---|---|
| Maximum | 2416 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 429.0 B |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 10.8 |
| Q1 | 28 |
| median | 61 |
| Q3 | 111 |
| 95-th percentile | 242.8 |
| Maximum | 2416 |
| Range | 2414 |
| Interquartile range (IQR) | 83 |
Descriptive statistics
| Standard deviation | 412.2616 |
|---|---|
| Coefficient of variation (CV) | 2.8155283 |
| Kurtosis | 31.331575 |
| Mean | 146.42424 |
| Median Absolute Deviation (MAD) | 39 |
| Skewness | 5.5376104 |
| Sum | 4832 |
| Variance | 169959.63 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=31)
| Value | Count | Frequency (%) |
| 39 | 2 | 6.1% |
| 61 | 2 | 6.1% |
| 2416 | 1 | 3.0% |
| 3 | 1 | 3.0% |
| 2 | 1 | 3.0% |
| 16 | 1 | 3.0% |
| 18 | 1 | 3.0% |
| 26 | 1 | 3.0% |
| 19 | 1 | 3.0% |
| 33 | 1 | 3.0% |
| Other values (21) | 21 |
| Value | Count | Frequency (%) |
| 2 | 1 | |
| 3 | 1 | |
| 16 | 1 | |
| 18 | 1 | |
| 19 | 1 | |
| 20 | 1 | |
| 23 | 1 | |
| 26 | 1 | |
| 28 | 1 | |
| 31 | 1 |
| Value | Count | Frequency (%) |
| 2416 | 1 | |
| 289 | 1 | |
| 212 | 1 | |
| 163 | 1 | |
| 155 | 1 | |
| 127 | 1 | |
| 118 | 1 | |
| 114 | 1 | |
| 111 | 1 | |
| 108 | 1 |
기타건수
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 21 |
|---|---|
| Distinct (%) | 63.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 34.727273 |
| Minimum | 0 |
|---|---|
| Maximum | 573 |
| Zeros | 1 |
| Zeros (%) | 3.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 429.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 13 |
| Q3 | 23 |
| 95-th percentile | 80 |
| Maximum | 573 |
| Range | 573 |
| Interquartile range (IQR) | 20 |
Descriptive statistics
| Standard deviation | 99.278105 |
|---|---|
| Coefficient of variation (CV) | 2.8587936 |
| Kurtosis | 29.292156 |
| Mean | 34.727273 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | 5.2946558 |
| Sum | 1146 |
| Variance | 9856.142 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=21)
| Value | Count | Frequency (%) |
| 1 | 4 | 12.1% |
| 4 | 3 | 9.1% |
| 3 | 2 | 6.1% |
| 14 | 2 | 6.1% |
| 6 | 2 | 6.1% |
| 66 | 2 | 6.1% |
| 13 | 2 | 6.1% |
| 17 | 2 | 6.1% |
| 2 | 2 | 6.1% |
| 573 | 1 | 3.0% |
| Other values (11) | 11 |
| Value | Count | Frequency (%) |
| 0 | 1 | 3.0% |
| 1 | 4 | |
| 2 | 2 | |
| 3 | 2 | |
| 4 | 3 | |
| 5 | 1 | 3.0% |
| 6 | 2 | |
| 7 | 1 | 3.0% |
| 13 | 2 | |
| 14 | 2 |
| Value | Count | Frequency (%) |
| 573 | 1 | |
| 101 | 1 | |
| 66 | 2 | |
| 44 | 1 | |
| 37 | 1 | |
| 33 | 1 | |
| 29 | 1 | |
| 23 | 1 | |
| 20 | 1 | |
| 17 | 2 |
| 소재지명 | 합계 | 공장설립건수 | 주변인프라건수 | 창업벤처건수 | 자금지원건수 | 판로수출건수 | 기술인증건수 | 세무회계건수 | 인력교육건수 | 인사노무건수 | 마케팅건수 | 법률건수 | 특허건수 | 불공정거래건수 | 지원사업건수 | 기타건수 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 소재지명 | 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 |
| 합계 | 1.000 | 1.000 | 1.000 | 1.000 | 0.648 | 1.000 | 1.000 | 0.933 | 0.934 | 1.000 | 0.933 | 0.648 | 0.973 | 0.933 | 0.986 | 0.933 | 0.934 |
| 공장설립건수 | 1.000 | 1.000 | 1.000 | 1.000 | 0.860 | 0.990 | 1.000 | 0.648 | 0.648 | 1.000 | 0.648 | 0.859 | 0.742 | 0.648 | 0.787 | 0.648 | 0.649 |
| 주변인프라건수 | 1.000 | 1.000 | 1.000 | 1.000 | 0.860 | 0.990 | 1.000 | 0.648 | 0.648 | 1.000 | 0.648 | 0.859 | 0.742 | 0.648 | 0.787 | 0.648 | 0.649 |
| 창업벤처건수 | 1.000 | 0.648 | 0.860 | 0.860 | 1.000 | 0.862 | 1.000 | 0.648 | 0.649 | 0.648 | 0.648 | 0.860 | 0.742 | 1.000 | 0.649 | 0.648 | 0.689 |
| 자금지원건수 | 1.000 | 1.000 | 0.990 | 0.990 | 0.862 | 1.000 | 1.000 | 0.741 | 0.689 | 1.000 | 0.741 | 0.916 | 0.743 | 0.648 | 0.788 | 0.648 | 0.670 |
| 판로수출건수 | 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 |
| 기술인증건수 | 1.000 | 0.933 | 0.648 | 0.648 | 0.648 | 0.741 | 1.000 | 1.000 | 0.986 | 0.933 | 1.000 | 1.000 | 0.934 | 0.933 | 0.934 | 0.933 | 0.934 |
| 세무회계건수 | 1.000 | 0.934 | 0.648 | 0.648 | 0.649 | 0.689 | 1.000 | 0.986 | 1.000 | 0.934 | 0.986 | 0.787 | 0.934 | 0.934 | 0.934 | 0.934 | 0.953 |
| 인력교육건수 | 1.000 | 1.000 | 1.000 | 1.000 | 0.648 | 1.000 | 1.000 | 0.933 | 0.934 | 1.000 | 0.933 | 0.648 | 0.973 | 0.933 | 0.986 | 0.933 | 0.934 |
| 인사노무건수 | 1.000 | 0.933 | 0.648 | 0.648 | 0.648 | 0.741 | 1.000 | 1.000 | 0.986 | 0.933 | 1.000 | 1.000 | 0.934 | 0.933 | 0.934 | 0.933 | 0.934 |
| 마케팅건수 | 1.000 | 0.648 | 0.859 | 0.859 | 0.860 | 0.916 | 1.000 | 1.000 | 0.787 | 0.648 | 1.000 | 1.000 | 0.649 | 0.648 | 0.648 | 0.648 | 0.649 |
| 법률건수 | 1.000 | 0.973 | 0.742 | 0.742 | 0.742 | 0.743 | 1.000 | 0.934 | 0.934 | 0.973 | 0.934 | 0.649 | 1.000 | 0.973 | 0.953 | 0.973 | 0.935 |
| 특허건수 | 1.000 | 0.933 | 0.648 | 0.648 | 1.000 | 0.648 | 1.000 | 0.933 | 0.934 | 0.933 | 0.933 | 0.648 | 0.973 | 1.000 | 0.934 | 0.933 | 0.934 |
| 불공정거래건수 | 1.000 | 0.986 | 0.787 | 0.787 | 0.649 | 0.788 | 1.000 | 0.934 | 0.934 | 0.986 | 0.934 | 0.648 | 0.953 | 0.934 | 1.000 | 0.934 | 0.934 |
| 지원사업건수 | 1.000 | 0.933 | 0.648 | 0.648 | 0.648 | 0.648 | 1.000 | 0.933 | 0.934 | 0.933 | 0.933 | 0.648 | 0.973 | 0.933 | 0.934 | 1.000 | 0.934 |
| 기타건수 | 1.000 | 0.934 | 0.649 | 0.649 | 0.689 | 0.670 | 1.000 | 0.934 | 0.953 | 0.934 | 0.934 | 0.649 | 0.935 | 0.934 | 0.934 | 0.934 | 1.000 |
| 불공정거래건수 | 세무회계건수 | |
|---|---|---|
| 불공정거래건수 | 1.000 | 0.685 |
| 세무회계건수 | 0.685 | 1.000 |
| 합계 | 공장설립건수 | 주변인프라건수 | 창업벤처건수 | 자금지원건수 | 판로수출건수 | 기술인증건수 | 인력교육건수 | 인사노무건수 | 마케팅건수 | 법률건수 | 특허건수 | 지원사업건수 | 기타건수 | 세무회계건수 | 불공정거래건수 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 합계 | 1.000 | 0.663 | 0.597 | 0.557 | 0.889 | 0.855 | 0.893 | 0.588 | 0.415 | 0.318 | 0.733 | 0.734 | 0.943 | 0.851 | 0.684 | 0.851 |
| 공장설립건수 | 0.663 | 1.000 | 0.696 | 0.555 | 0.738 | 0.574 | 0.482 | 0.475 | 0.199 | 0.253 | 0.513 | 0.356 | 0.533 | 0.610 | 0.660 | 0.832 |
| 주변인프라건수 | 0.597 | 0.696 | 1.000 | 0.405 | 0.635 | 0.310 | 0.583 | 0.601 | 0.003 | 0.370 | 0.500 | 0.294 | 0.515 | 0.436 | 0.660 | 0.832 |
| 창업벤처건수 | 0.557 | 0.555 | 0.405 | 1.000 | 0.577 | 0.376 | 0.464 | 0.341 | 0.261 | -0.031 | 0.689 | 0.518 | 0.475 | 0.653 | 0.661 | 0.661 |
| 자금지원건수 | 0.889 | 0.738 | 0.635 | 0.577 | 1.000 | 0.693 | 0.731 | 0.536 | 0.407 | 0.154 | 0.603 | 0.662 | 0.799 | 0.821 | 0.709 | 0.832 |
| 판로수출건수 | 0.855 | 0.574 | 0.310 | 0.376 | 0.693 | 1.000 | 0.780 | 0.436 | 0.584 | 0.448 | 0.538 | 0.561 | 0.810 | 0.689 | 0.984 | 0.984 |
| 기술인증건수 | 0.893 | 0.482 | 0.583 | 0.464 | 0.731 | 0.780 | 1.000 | 0.561 | 0.394 | 0.397 | 0.727 | 0.649 | 0.857 | 0.697 | 0.851 | 0.684 |
| 인력교육건수 | 0.588 | 0.475 | 0.601 | 0.341 | 0.536 | 0.436 | 0.561 | 1.000 | 0.274 | 0.426 | 0.509 | 0.511 | 0.451 | 0.567 | 0.684 | 0.851 |
| 인사노무건수 | 0.415 | 0.199 | 0.003 | 0.261 | 0.407 | 0.584 | 0.394 | 0.274 | 1.000 | 0.022 | 0.249 | 0.454 | 0.431 | 0.418 | 0.851 | 0.684 |
| 마케팅건수 | 0.318 | 0.253 | 0.370 | -0.031 | 0.154 | 0.448 | 0.397 | 0.426 | 0.022 | 1.000 | 0.174 | 0.062 | 0.231 | 0.066 | 0.832 | 0.660 |
| 법률건수 | 0.733 | 0.513 | 0.500 | 0.689 | 0.603 | 0.538 | 0.727 | 0.509 | 0.249 | 0.174 | 1.000 | 0.633 | 0.655 | 0.726 | 0.686 | 0.732 |
| 특허건수 | 0.734 | 0.356 | 0.294 | 0.518 | 0.662 | 0.561 | 0.649 | 0.511 | 0.454 | 0.062 | 0.633 | 1.000 | 0.686 | 0.759 | 0.684 | 0.684 |
| 지원사업건수 | 0.943 | 0.533 | 0.515 | 0.475 | 0.799 | 0.810 | 0.857 | 0.451 | 0.431 | 0.231 | 0.655 | 0.686 | 1.000 | 0.753 | 0.684 | 0.684 |
| 기타건수 | 0.851 | 0.610 | 0.436 | 0.653 | 0.821 | 0.689 | 0.697 | 0.567 | 0.418 | 0.066 | 0.726 | 0.759 | 0.753 | 1.000 | 0.732 | 0.686 |
| 세무회계건수 | 0.684 | 0.660 | 0.660 | 0.661 | 0.709 | 0.984 | 0.851 | 0.684 | 0.851 | 0.832 | 0.686 | 0.684 | 0.684 | 0.732 | 1.000 | 0.685 |
| 불공정거래건수 | 0.851 | 0.832 | 0.832 | 0.661 | 0.832 | 0.984 | 0.684 | 0.851 | 0.684 | 0.660 | 0.732 | 0.684 | 0.684 | 0.686 | 0.685 | 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.
| 소재지명 | 합계 | 공장설립건수 | 주변인프라건수 | 창업벤처건수 | 자금지원건수 | 판로수출건수 | 기술인증건수 | 세무회계건수 | 인력교육건수 | 인사노무건수 | 마케팅건수 | 법률건수 | 특허건수 | 불공정거래건수 | 지원사업건수 | 기타건수 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 계 | 5811 | 142 | 209 | 66 | 934 | 671 | 199 | 2 | 260 | 105 | 109 | 65 | 58 | 2 | 2416 | 573 |
| 1 | 광주시 | 802 | 35 | 136 | 3 | 194 | 31 | 15 | 0 | 225 | 0 | 5 | 10 | 3 | 1 | 100 | 44 |
| 2 | 남양주시 | 551 | 80 | 28 | 3 | 157 | 42 | 8 | 0 | 0 | 1 | 2 | 1 | 1 | 0 | 212 | 16 |
| 3 | 고양시 | 510 | 2 | 4 | 1 | 134 | 59 | 25 | 1 | 18 | 40 | 49 | 5 | 3 | 0 | 155 | 14 |
| 4 | 화성시 | 423 | 1 | 0 | 2 | 30 | 38 | 7 | 0 | 0 | 7 | 0 | 7 | 5 | 0 | 289 | 37 |
| 5 | 안양시 | 397 | 12 | 8 | 3 | 141 | 17 | 6 | 0 | 6 | 0 | 0 | 3 | 5 | 0 | 95 | 101 |
| 6 | 수원시 | 328 | 0 | 0 | 11 | 26 | 39 | 7 | 0 | 0 | 6 | 0 | 5 | 5 | 0 | 163 | 66 |
| 7 | 용인시 | 312 | 2 | 7 | 5 | 56 | 34 | 8 | 1 | 3 | 7 | 0 | 6 | 3 | 0 | 114 | 66 |
| 8 | 성남시 | 263 | 1 | 0 | 15 | 26 | 41 | 17 | 0 | 0 | 8 | 0 | 8 | 6 | 0 | 108 | 33 |
| 9 | 파주시 | 234 | 1 | 10 | 1 | 16 | 34 | 14 | 0 | 3 | 2 | 18 | 1 | 3 | 0 | 118 | 13 |
| 소재지명 | 합계 | 공장설립건수 | 주변인프라건수 | 창업벤처건수 | 자금지원건수 | 판로수출건수 | 기술인증건수 | 세무회계건수 | 인력교육건수 | 인사노무건수 | 마케팅건수 | 법률건수 | 특허건수 | 불공정거래건수 | 지원사업건수 | 기타건수 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 23 | 의정부시 | 55 | 1 | 11 | 1 | 4 | 5 | 3 | 0 | 0 | 0 | 1 | 3 | 0 | 0 | 20 | 6 |
| 24 | 구리시 | 46 | 0 | 0 | 1 | 5 | 4 | 2 | 0 | 0 | 0 | 1 | 0 | 2 | 0 | 28 | 3 |
| 25 | 양평군 | 45 | 0 | 0 | 1 | 4 | 6 | 3 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 23 | 6 |
| 26 | 오산시 | 41 | 0 | 0 | 1 | 2 | 2 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 33 | 1 |
| 27 | 여주시 | 41 | 0 | 0 | 0 | 6 | 10 | 2 | 0 | 0 | 3 | 0 | 0 | 0 | 0 | 19 | 1 |
| 28 | 가평군 | 33 | 0 | 0 | 0 | 5 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 26 | 1 |
| 29 | 연천군 | 32 | 0 | 0 | 0 | 2 | 8 | 0 | 0 | 0 | 0 | 4 | 0 | 0 | 0 | 18 | 0 |
| 30 | 동두천시 | 21 | 0 | 0 | 0 | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 16 | 2 |
| 31 | 과천시 | 15 | 0 | 0 | 1 | 2 | 1 | 1 | 0 | 0 | 6 | 0 | 0 | 1 | 0 | 2 | 1 |
| 32 | 경기도외 | 21 | 1 | 0 | 7 | 2 | 3 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 3 | 4 |