Dataset statistics
| Number of variables | 3 |
|---|---|
| Number of observations | 10000 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 44 |
| Duplicate rows (%) | 0.4% |
| Total size in memory | 332.0 KiB |
| Average record size in memory | 34.0 B |
Variable types
| DateTime | 1 |
|---|---|
| Categorical | 1 |
| Numeric | 1 |
Dataset
| Description | 충청북도 행정간행물홈페이지내의 도서인덱스 메뉴분석 테이블 정보를 날짜, 뎁스 등의 항목등을 공개하는 csv 파일입니다 |
|---|---|
| Author | 충청북도 |
| URL | https://www.data.go.kr/data/15039146/fileData.do |
접근일 has constant value "" | Constant |
메뉴_그룹_키 has constant value "" | Constant |
| Dataset has 44 (0.4%) duplicate rows | Duplicates |
Reproduction
| Analysis started | 2023-12-12 16:49:39.634114 |
|---|---|
| Analysis finished | 2023-12-12 16:49:39.987978 |
| Duration | 0.35 seconds |
| Software version | ydata-profiling vv4.5.1 |
| Download configuration | config.json |
접근일
Date
CONSTANT
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 156.2 KiB |
| Minimum | 2019-09-17 00:00:00 |
|---|---|
| Maximum | 2019-09-17 00:00:00 |
Histogram with fixed size bins (bins=1)
메뉴_그룹_키
Categorical
CONSTANT
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 156.2 KiB |
| 1 |
|---|
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 10000 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 10000 |
메뉴_키
Real number (ℝ)
| Distinct | 44 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 56073.736 |
| Minimum | 1 |
|---|---|
| Maximum | 91670 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 166.0 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 12 |
| median | 89265 |
| Q3 | 89272 |
| 95-th percentile | 89281 |
| Maximum | 91670 |
| Range | 91669 |
| Interquartile range (IQR) | 89260 |
Descriptive statistics
| Standard deviation | 43150.667 |
|---|---|
| Coefficient of variation (CV) | 0.76953437 |
| Kurtosis | -1.7197199 |
| Mean | 56073.736 |
| Median Absolute Deviation (MAD) | 12 |
| Skewness | -0.5296989 |
| Sum | 5.6073736 × 108 |
| Variance | 1.86198 × 109 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=44)
| Value | Count | Frequency (%) |
| 89272 | 1985 | |
| 12 | 1608 | |
| 1 | 471 | 4.7% |
| 89278 | 369 | 3.7% |
| 89253 | 333 | 3.3% |
| 89290 | 323 | 3.2% |
| 89276 | 301 | 3.0% |
| 89271 | 274 | 2.7% |
| 21 | 261 | 2.6% |
| 9 | 240 | 2.4% |
| Other values (34) | 3835 |
| Value | Count | Frequency (%) |
| 1 | 471 | 4.7% |
| 3 | 12 | 0.1% |
| 5 | 75 | 0.8% |
| 8 | 31 | 0.3% |
| 9 | 240 | 2.4% |
| 10 | 234 | 2.3% |
| 11 | 211 | 2.1% |
| 12 | 1608 | |
| 13 | 73 | 0.7% |
| 14 | 68 | 0.7% |
| Value | Count | Frequency (%) |
| 91670 | 31 | 0.3% |
| 89311 | 24 | 0.2% |
| 89291 | 8 | 0.1% |
| 89290 | 323 | |
| 89281 | 121 | 1.2% |
| 89280 | 141 | 1.4% |
| 89279 | 111 | 1.1% |
| 89278 | 369 | |
| 89276 | 301 | |
| 89275 | 234 |
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.
| 접근일 | 메뉴_그룹_키 | 메뉴_키 | |
|---|---|---|---|
| 44276 | 2019-09-17 | 1 | 89273 |
| 1390 | 2019-09-17 | 1 | 89274 |
| 42095 | 2019-09-17 | 1 | 89253 |
| 52637 | 2019-09-17 | 1 | 1 |
| 53467 | 2019-09-17 | 1 | 18 |
| 25514 | 2019-09-17 | 1 | 89272 |
| 19334 | 2019-09-17 | 1 | 89272 |
| 78161 | 2019-09-17 | 1 | 13 |
| 60368 | 2019-09-17 | 1 | 11 |
| 44981 | 2019-09-17 | 1 | 89281 |
| 접근일 | 메뉴_그룹_키 | 메뉴_키 | |
|---|---|---|---|
| 1556 | 2019-09-17 | 1 | 89271 |
| 31468 | 2019-09-17 | 1 | 89253 |
| 23754 | 2019-09-17 | 1 | 89270 |
| 22472 | 2019-09-17 | 1 | 89272 |
| 52494 | 2019-09-17 | 1 | 13 |
| 4308 | 2019-09-17 | 1 | 89274 |
| 4397 | 2019-09-17 | 1 | 89269 |
| 44146 | 2019-09-17 | 1 | 89261 |
| 52445 | 2019-09-17 | 1 | 12 |
| 40651 | 2019-09-17 | 1 | 89266 |
Most frequently occurring
| 접근일 | 메뉴_그룹_키 | 메뉴_키 | # duplicates | |
|---|---|---|---|---|
| 31 | 2019-09-17 | 1 | 89272 | 1985 |
| 7 | 2019-09-17 | 1 | 12 | 1608 |
| 0 | 2019-09-17 | 1 | 1 | 471 |
| 36 | 2019-09-17 | 1 | 89278 | 369 |
| 17 | 2019-09-17 | 1 | 89253 | 333 |
| 40 | 2019-09-17 | 1 | 89290 | 323 |
| 35 | 2019-09-17 | 1 | 89276 | 301 |
| 30 | 2019-09-17 | 1 | 89271 | 274 |
| 15 | 2019-09-17 | 1 | 21 | 261 |
| 4 | 2019-09-17 | 1 | 9 | 240 |