Dataset statistics
| Number of variables | 5 |
|---|---|
| Number of observations | 25 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 1.2 KiB |
| Average record size in memory | 48.1 B |
Variable types
| Numeric | 3 |
|---|---|
| Text | 2 |
Dataset
| Description | 전북특별자치도 창업기업 현황 데이터입니다. 업종코드(C10, C11 등), 업종(식료품, 음료 등), 업체수, 종사자수 등의 데이터를 제공합니다. |
|---|---|
| Author | 전북특별자치도 |
| URL | https://www.data.go.kr/data/15089303/fileData.do |
Reproduction
| Analysis started | 2024-03-14 17:29:55.797461 |
|---|---|
| Analysis finished | 2024-03-14 17:29:57.978472 |
| Duration | 2.18 seconds |
| Software version | ydata-profiling vv4.5.1 |
| Download configuration | config.json |
연번
Real number (ℝ)
UNIQUE
| Distinct | 25 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13 |
| Minimum | 1 |
|---|---|
| Maximum | 25 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 353.0 B |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2.2 |
| Q1 | 7 |
| median | 13 |
| Q3 | 19 |
| 95-th percentile | 23.8 |
| Maximum | 25 |
| Range | 24 |
| Interquartile range (IQR) | 12 |
Descriptive statistics
| Standard deviation | 7.3598007 |
|---|---|
| Coefficient of variation (CV) | 0.56613852 |
| Kurtosis | -1.2 |
| Mean | 13 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 0 |
| Sum | 325 |
| Variance | 54.166667 |
| Monotonicity | Strictly increasing |
Histogram with fixed size bins (bins=25)
| Value | Count | Frequency (%) |
| 1 | 1 | 4.0% |
| 2 | 1 | 4.0% |
| 25 | 1 | 4.0% |
| 24 | 1 | 4.0% |
| 23 | 1 | 4.0% |
| 22 | 1 | 4.0% |
| 21 | 1 | 4.0% |
| 20 | 1 | 4.0% |
| 19 | 1 | 4.0% |
| 18 | 1 | 4.0% |
| Other values (15) | 15 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 | |
| 10 | 1 |
| Value | Count | Frequency (%) |
| 25 | 1 | |
| 24 | 1 | |
| 23 | 1 | |
| 22 | 1 | |
| 21 | 1 | |
| 20 | 1 | |
| 19 | 1 | |
| 18 | 1 | |
| 17 | 1 | |
| 16 | 1 |
업종코드
Text
UNIQUE
| Distinct | 25 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 328.0 B |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 75 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 25 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | C10 |
|---|---|
| 2nd row | C11 |
| 3rd row | C12 |
| 4th row | C13 |
| 5th row | C14 |
| Value | Count | Frequency (%) |
| c10 | 1 | 4.0% |
| c23 | 1 | 4.0% |
| c33 | 1 | 4.0% |
| c32 | 1 | 4.0% |
| c31 | 1 | 4.0% |
| c30 | 1 | 4.0% |
| c29 | 1 | 4.0% |
| c28 | 1 | 4.0% |
| c27 | 1 | 4.0% |
| c26 | 1 | 4.0% |
| Other values (15) | 15 |
Most occurring characters
| Value | Count | Frequency (%) |
| C | 25 | |
| 1 | 13 | |
| 2 | 13 | |
| 3 | 8 | 10.7% |
| 0 | 3 | 4.0% |
| 4 | 3 | 4.0% |
| 5 | 2 | 2.7% |
| 6 | 2 | 2.7% |
| 7 | 2 | 2.7% |
| 8 | 2 | 2.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 50 | |
| Uppercase Letter | 25 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 13 | |
| 2 | 13 | |
| 3 | 8 | |
| 0 | 3 | 6.0% |
| 4 | 3 | 6.0% |
| 5 | 2 | 4.0% |
| 6 | 2 | 4.0% |
| 7 | 2 | 4.0% |
| 8 | 2 | 4.0% |
| 9 | 2 | 4.0% |
Uppercase Letter
| Value | Count | Frequency (%) |
| C | 25 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 50 | |
| Latin | 25 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 13 | |
| 2 | 13 | |
| 3 | 8 | |
| 0 | 3 | 6.0% |
| 4 | 3 | 6.0% |
| 5 | 2 | 4.0% |
| 6 | 2 | 4.0% |
| 7 | 2 | 4.0% |
| 8 | 2 | 4.0% |
| 9 | 2 | 4.0% |
Latin
| Value | Count | Frequency (%) |
| C | 25 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 75 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| C | 25 | |
| 1 | 13 | |
| 2 | 13 | |
| 3 | 8 | 10.7% |
| 0 | 3 | 4.0% |
| 4 | 3 | 4.0% |
| 5 | 2 | 2.7% |
| 6 | 2 | 2.7% |
| 7 | 2 | 2.7% |
| 8 | 2 | 2.7% |
업종
Text
UNIQUE
| Distinct | 25 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 328.0 B |
Length
| Max length | 24 |
|---|---|
| Median length | 15 |
| Mean length | 10.96 |
| Min length | 2 |
Characters and Unicode
| Total characters | 274 |
|---|---|
| Distinct characters | 93 |
| Distinct categories | 6 ? |
| 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 | 25 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | 식료품 |
|---|---|
| 2nd row | 음료 |
| 3rd row | 담배 제조업 |
| 4th row | 섬유제품(의복 제외) |
| 5th row | 의복, 의복액세서리 및 모피제품 |
| Value | Count | Frequency (%) |
| 및 | 15 | 20.0% |
| 제외 | 3 | 4.0% |
| 가구 | 2 | 2.7% |
| 기계 | 2 | 2.7% |
| 기타 | 2 | 2.7% |
| 식료품 | 1 | 1.3% |
| 통신장비 | 1 | 1.3% |
| 비금속 | 1 | 1.3% |
| 광물제품 | 1 | 1.3% |
| 1차 | 1 | 1.3% |
| Other values (46) | 46 |
Most occurring characters
| Value | Count | Frequency (%) |
| 50 | 18.2% | |
| 제 | 17 | 6.2% |
| 및 | 15 | 5.5% |
| 품 | 15 | 5.5% |
| 기 | 10 | 3.6% |
| , | 9 | 3.3% |
| 의 | 7 | 2.6% |
| 비 | 6 | 2.2% |
| 가 | 6 | 2.2% |
| 장 | 5 | 1.8% |
| Other values (83) | 134 |
Most occurring categories
| Value | Count | Frequency (%) |
| Other Letter | 206 | |
| Space Separator | 50 | 18.2% |
| Other Punctuation | 9 | 3.3% |
| Open Punctuation | 4 | 1.5% |
| Close Punctuation | 4 | 1.5% |
| Decimal Number | 1 | 0.4% |
Most frequent character per category
Other Letter
| Value | Count | Frequency (%) |
| 제 | 17 | 8.3% |
| 및 | 15 | 7.3% |
| 품 | 15 | 7.3% |
| 기 | 10 | 4.9% |
| 의 | 7 | 3.4% |
| 비 | 6 | 2.9% |
| 가 | 6 | 2.9% |
| 장 | 5 | 2.4% |
| 료 | 4 | 1.9% |
| 계 | 4 | 1.9% |
| Other values (78) | 117 |
Space Separator
| Value | Count | Frequency (%) |
| 50 |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 9 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 4 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 4 |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Hangul | 206 | |
| Common | 68 | 24.8% |
Most frequent character per script
Hangul
| Value | Count | Frequency (%) |
| 제 | 17 | 8.3% |
| 및 | 15 | 7.3% |
| 품 | 15 | 7.3% |
| 기 | 10 | 4.9% |
| 의 | 7 | 3.4% |
| 비 | 6 | 2.9% |
| 가 | 6 | 2.9% |
| 장 | 5 | 2.4% |
| 료 | 4 | 1.9% |
| 계 | 4 | 1.9% |
| Other values (78) | 117 |
Common
| Value | Count | Frequency (%) |
| 50 | ||
| , | 9 | 13.2% |
| ( | 4 | 5.9% |
| ) | 4 | 5.9% |
| 1 | 1 | 1.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| Hangul | 206 | |
| ASCII | 68 | 24.8% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 50 | ||
| , | 9 | 13.2% |
| ( | 4 | 5.9% |
| ) | 4 | 5.9% |
| 1 | 1 | 1.5% |
Hangul
| Value | Count | Frequency (%) |
| 제 | 17 | 8.3% |
| 및 | 15 | 7.3% |
| 품 | 15 | 7.3% |
| 기 | 10 | 4.9% |
| 의 | 7 | 3.4% |
| 비 | 6 | 2.9% |
| 가 | 6 | 2.9% |
| 장 | 5 | 2.4% |
| 료 | 4 | 1.9% |
| 계 | 4 | 1.9% |
| Other values (78) | 117 |
업체수
Real number (ℝ)
HIGH CORRELATION
| Distinct | 22 |
|---|---|
| Distinct (%) | 88.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 48.44 |
| Minimum | 1 |
|---|---|
| Maximum | 233 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 353.0 B |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1.2 |
| Q1 | 15 |
| median | 29 |
| Q3 | 69 |
| 95-th percentile | 158.2 |
| Maximum | 233 |
| Range | 232 |
| Interquartile range (IQR) | 54 |
Descriptive statistics
| Standard deviation | 55.667974 |
|---|---|
| Coefficient of variation (CV) | 1.149215 |
| Kurtosis | 4.5160325 |
| Mean | 48.44 |
| Median Absolute Deviation (MAD) | 20 |
| Skewness | 2.033846 |
| Sum | 1211 |
| Variance | 3098.9233 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=22)
| Value | Count | Frequency (%) |
| 1 | 2 | 8.0% |
| 18 | 2 | 8.0% |
| 15 | 2 | 8.0% |
| 233 | 1 | 4.0% |
| 169 | 1 | 4.0% |
| 4 | 1 | 4.0% |
| 87 | 1 | 4.0% |
| 17 | 1 | 4.0% |
| 69 | 1 | 4.0% |
| 115 | 1 | 4.0% |
| Other values (12) | 12 |
| Value | Count | Frequency (%) |
| 1 | 2 | |
| 2 | 1 | |
| 4 | 1 | |
| 9 | 1 | |
| 13 | 1 | |
| 15 | 2 | |
| 17 | 1 | |
| 18 | 2 | |
| 27 | 1 | |
| 29 | 1 |
| Value | Count | Frequency (%) |
| 233 | 1 | |
| 169 | 1 | |
| 115 | 1 | |
| 87 | 1 | |
| 77 | 1 | |
| 74 | 1 | |
| 69 | 1 | |
| 60 | 1 | |
| 46 | 1 | |
| 44 | 1 |
종사자수
Real number (ℝ)
HIGH CORRELATION
| Distinct | 24 |
|---|---|
| Distinct (%) | 96.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 362.12 |
| Minimum | 5 |
|---|---|
| Maximum | 1441 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 353.0 B |
Quantile statistics
| Minimum | 5 |
|---|---|
| 5-th percentile | 5.4 |
| Q1 | 75 |
| median | 177 |
| Q3 | 542 |
| 95-th percentile | 1072.4 |
| Maximum | 1441 |
| Range | 1436 |
| Interquartile range (IQR) | 467 |
Descriptive statistics
| Standard deviation | 389.70142 |
|---|---|
| Coefficient of variation (CV) | 1.0761665 |
| Kurtosis | 1.0842721 |
| Mean | 362.12 |
| Median Absolute Deviation (MAD) | 158 |
| Skewness | 1.2766686 |
| Sum | 9053 |
| Variance | 151867.19 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=24)
| Value | Count | Frequency (%) |
| 5 | 2 | 8.0% |
| 1441 | 1 | 4.0% |
| 217 | 1 | 4.0% |
| 32 | 1 | 4.0% |
| 275 | 1 | 4.0% |
| 49 | 1 | 4.0% |
| 75 | 1 | 4.0% |
| 792 | 1 | 4.0% |
| 540 | 1 | 4.0% |
| 724 | 1 | 4.0% |
| Other values (14) | 14 |
| Value | Count | Frequency (%) |
| 5 | 2 | |
| 7 | 1 | |
| 32 | 1 | |
| 40 | 1 | |
| 49 | 1 | |
| 75 | 1 | |
| 81 | 1 | |
| 112 | 1 | |
| 121 | 1 | |
| 136 | 1 |
| Value | Count | Frequency (%) |
| 1441 | 1 | |
| 1136 | 1 | |
| 818 | 1 | |
| 792 | 1 | |
| 744 | 1 | |
| 724 | 1 | |
| 542 | 1 | |
| 540 | 1 | |
| 493 | 1 | |
| 335 | 1 |
| 연번 | 업종코드 | 업종 | 업체수 | 종사자수 | |
|---|---|---|---|---|---|
| 연번 | 1.000 | 1.000 | 1.000 | 0.247 | 0.521 |
| 업종코드 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
| 업종 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
| 업체수 | 0.247 | 1.000 | 1.000 | 1.000 | 0.853 |
| 종사자수 | 0.521 | 1.000 | 1.000 | 0.853 | 1.000 |
| 연번 | 업체수 | 종사자수 | |
|---|---|---|---|
| 연번 | 1.000 | 0.219 | 0.050 |
| 업체수 | 0.219 | 1.000 | 0.867 |
| 종사자수 | 0.050 | 0.867 | 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.
| 연번 | 업종코드 | 업종 | 업체수 | 종사자수 | |
|---|---|---|---|---|---|
| 0 | 1 | C10 | 식료품 | 233 | 1441 |
| 1 | 2 | C11 | 음료 | 15 | 156 |
| 2 | 3 | C12 | 담배 제조업 | 1 | 5 |
| 3 | 4 | C13 | 섬유제품(의복 제외) | 38 | 335 |
| 4 | 5 | C14 | 의복, 의복액세서리 및 모피제품 | 30 | 136 |
| 5 | 6 | C15 | 가죽, 가방 및 신발 | 1 | 5 |
| 6 | 7 | C16 | 목재 및 나무제품(가구제외) | 29 | 121 |
| 7 | 8 | C17 | 펄프, 종이 및 종이제품 | 18 | 542 |
| 8 | 9 | C18 | 인쇄 및 기록매체 복제업 | 13 | 81 |
| 9 | 10 | C19 | 코크스, 연탄 및 석유정유제품 | 2 | 7 |
| 연번 | 업종코드 | 업종 | 업체수 | 종사자수 | |
|---|---|---|---|---|---|
| 15 | 16 | C25 | 금속가공제품(기계 및 가구 제외) | 169 | 744 |
| 16 | 17 | C26 | 전자부품, 컴퓨터, 영상, 음향 및 통신장비 | 46 | 818 |
| 17 | 18 | C27 | 의료, 정밀, 광학기기 및 시계 | 27 | 112 |
| 18 | 19 | C28 | 전기장비 | 77 | 724 |
| 19 | 20 | C29 | 기타 기계 및 장비 | 115 | 540 |
| 20 | 21 | C30 | 자동차 및 트레일러 | 69 | 792 |
| 21 | 22 | C31 | 기타 운송장비 | 17 | 75 |
| 22 | 23 | C32 | 가구 | 18 | 49 |
| 23 | 24 | C33 | 기타제품 | 87 | 275 |
| 24 | 25 | C34 | 산업용 기계 및 장비수리업 | 4 | 32 |