Dataset statistics
| Number of variables | 7 |
|---|---|
| Number of observations | 42 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 2.7 KiB |
| Average record size in memory | 66.1 B |
Variable types
| Numeric | 7 |
|---|
Dataset
| Description | 창원시 창원-i잉글리시와 관련된 신구 콘텐츠 맵핑 정보를 위한 정보입니다.(식별값, 이지스콘텐츠해당레벨시작유닛번호, 이지스콘텐츠해당레벨종료유닛번호, 영어나라콘텐츠해당레벨시작유닛번호, 영어나라콘텐츠해당레벨종료유닛번호, 순차레벨, 레벨결과값) |
|---|---|
| Author | 경상남도 창원시 |
| URL | https://www.data.go.kr/data/15089065/fileData.do |
식별값 is highly overall correlated with 이지스콘텐츠해당레벨시작유닛번호 and 5 other fields | High correlation |
이지스콘텐츠해당레벨시작유닛번호 is highly overall correlated with 식별값 and 5 other fields | High correlation |
이지스콘텐츠해당레벨종료유닛번호 is highly overall correlated with 식별값 and 5 other fields | High correlation |
영어나라콘텐츠해당레벨시작유닛번호 is highly overall correlated with 식별값 and 5 other fields | High correlation |
영어나라콘텐츠해당레벨종료유닛번호 is highly overall correlated with 식별값 and 5 other fields | High correlation |
순차레벨 is highly overall correlated with 식별값 and 5 other fields | High correlation |
레벨결과값 is highly overall correlated with 식별값 and 5 other fields | High correlation |
식별값 has unique values | Unique |
영어나라콘텐츠해당레벨시작유닛번호 has unique values | Unique |
영어나라콘텐츠해당레벨종료유닛번호 has unique values | Unique |
순차레벨 has unique values | Unique |
Reproduction
| Analysis started | 2023-12-12 12:56:26.911095 |
|---|---|
| Analysis finished | 2023-12-12 12:56:32.353887 |
| Duration | 5.44 seconds |
| Software version | ydata-profiling vv4.5.1 |
| Download configuration | config.json |
식별값
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 42 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 21.5 |
| Minimum | 1 |
|---|---|
| Maximum | 42 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 510.0 B |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 3.05 |
| Q1 | 11.25 |
| median | 21.5 |
| Q3 | 31.75 |
| 95-th percentile | 39.95 |
| Maximum | 42 |
| Range | 41 |
| Interquartile range (IQR) | 20.5 |
Descriptive statistics
| Standard deviation | 12.267844 |
|---|---|
| Coefficient of variation (CV) | 0.5705974 |
| Kurtosis | -1.2 |
| Mean | 21.5 |
| Median Absolute Deviation (MAD) | 10.5 |
| Skewness | 0 |
| Sum | 903 |
| Variance | 150.5 |
| Monotonicity | Strictly increasing |
Histogram with fixed size bins (bins=42)
| Value | Count | Frequency (%) |
| 1 | 1 | 2.4% |
| 33 | 1 | 2.4% |
| 25 | 1 | 2.4% |
| 26 | 1 | 2.4% |
| 27 | 1 | 2.4% |
| 28 | 1 | 2.4% |
| 29 | 1 | 2.4% |
| 30 | 1 | 2.4% |
| 31 | 1 | 2.4% |
| 32 | 1 | 2.4% |
| Other values (32) | 32 |
| 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 (%) |
| 42 | 1 | |
| 41 | 1 | |
| 40 | 1 | |
| 39 | 1 | |
| 38 | 1 | |
| 37 | 1 | |
| 36 | 1 | |
| 35 | 1 | |
| 34 | 1 | |
| 33 | 1 |
이지스콘텐츠해당레벨시작유닛번호
Real number (ℝ)
HIGH CORRELATION
| Distinct | 29 |
|---|---|
| Distinct (%) | 69.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 343.40476 |
| Minimum | 1 |
|---|---|
| Maximum | 554 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 510.0 B |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 27.8 |
| Q1 | 176.75 |
| median | 375 |
| Q3 | 554 |
| 95-th percentile | 554 |
| Maximum | 554 |
| Range | 553 |
| Interquartile range (IQR) | 377.25 |
Descriptive statistics
| Standard deviation | 197.13745 |
|---|---|
| Coefficient of variation (CV) | 0.57406731 |
| Kurtosis | -1.3893059 |
| Mean | 343.40476 |
| Median Absolute Deviation (MAD) | 179 |
| Skewness | -0.3548317 |
| Sum | 14423 |
| Variance | 38863.174 |
| Monotonicity | Increasing |
Histogram with fixed size bins (bins=29)
| Value | Count | Frequency (%) |
| 554 | 13 | |
| 435 | 2 | 4.8% |
| 1 | 1 | 2.4% |
| 14 | 1 | 2.4% |
| 531 | 1 | 2.4% |
| 507 | 1 | 2.4% |
| 483 | 1 | 2.4% |
| 459 | 1 | 2.4% |
| 411 | 1 | 2.4% |
| 387 | 1 | 2.4% |
| Other values (19) | 19 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 14 | 1 | |
| 27 | 1 | |
| 43 | 1 | |
| 59 | 1 | |
| 74 | 1 | |
| 75 | 1 | |
| 99 | 1 | |
| 123 | 1 | |
| 147 | 1 |
| Value | Count | Frequency (%) |
| 554 | 13 | |
| 531 | 1 | 2.4% |
| 507 | 1 | 2.4% |
| 483 | 1 | 2.4% |
| 459 | 1 | 2.4% |
| 435 | 2 | 4.8% |
| 411 | 1 | 2.4% |
| 387 | 1 | 2.4% |
| 363 | 1 | 2.4% |
| 339 | 1 | 2.4% |
이지스콘텐츠해당레벨종료유닛번호
Real number (ℝ)
HIGH CORRELATION
| Distinct | 25 |
|---|---|
| Distinct (%) | 59.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 355.97619 |
| Minimum | 13 |
|---|---|
| Maximum | 554 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 510.0 B |
Quantile statistics
| Minimum | 13 |
|---|---|
| 5-th percentile | 42.8 |
| Q1 | 194 |
| median | 398 |
| Q3 | 554 |
| 95-th percentile | 554 |
| Maximum | 554 |
| Range | 541 |
| Interquartile range (IQR) | 360 |
Descriptive statistics
| Standard deviation | 192.40335 |
|---|---|
| Coefficient of variation (CV) | 0.54049499 |
| Kurtosis | -1.3391657 |
| Mean | 355.97619 |
| Median Absolute Deviation (MAD) | 156 |
| Skewness | -0.41856025 |
| Sum | 14951 |
| Variance | 37019.048 |
| Monotonicity | Increasing |
Histogram with fixed size bins (bins=25)
| Value | Count | Frequency (%) |
| 554 | 14 | |
| 314 | 2 | 4.8% |
| 74 | 2 | 4.8% |
| 434 | 2 | 4.8% |
| 194 | 2 | 4.8% |
| 13 | 1 | 2.4% |
| 530 | 1 | 2.4% |
| 506 | 1 | 2.4% |
| 482 | 1 | 2.4% |
| 458 | 1 | 2.4% |
| Other values (15) | 15 |
| Value | Count | Frequency (%) |
| 13 | 1 | |
| 26 | 1 | |
| 42 | 1 | |
| 58 | 1 | |
| 74 | 2 | |
| 98 | 1 | |
| 122 | 1 | |
| 146 | 1 | |
| 170 | 1 | |
| 194 | 2 |
| Value | Count | Frequency (%) |
| 554 | 14 | |
| 530 | 1 | 2.4% |
| 506 | 1 | 2.4% |
| 482 | 1 | 2.4% |
| 458 | 1 | 2.4% |
| 434 | 2 | 4.8% |
| 410 | 1 | 2.4% |
| 386 | 1 | 2.4% |
| 362 | 1 | 2.4% |
| 338 | 1 | 2.4% |
영어나라콘텐츠해당레벨시작유닛번호
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 42 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 149.16667 |
| Minimum | 1 |
|---|---|
| Maximum | 280 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 510.0 B |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 17.3 |
| Q1 | 80 |
| median | 157 |
| Q3 | 218.5 |
| 95-th percentile | 267.7 |
| Maximum | 280 |
| Range | 279 |
| Interquartile range (IQR) | 138.5 |
Descriptive statistics
| Standard deviation | 83.399104 |
|---|---|
| Coefficient of variation (CV) | 0.55910014 |
| Kurtosis | -1.1649083 |
| Mean | 149.16667 |
| Median Absolute Deviation (MAD) | 70 |
| Skewness | -0.17772264 |
| Sum | 6265 |
| Variance | 6955.4106 |
| Monotonicity | Strictly increasing |
Histogram with fixed size bins (bins=42)
| Value | Count | Frequency (%) |
| 1 | 1 | 2.4% |
| 226 | 1 | 2.4% |
| 178 | 1 | 2.4% |
| 184 | 1 | 2.4% |
| 190 | 1 | 2.4% |
| 196 | 1 | 2.4% |
| 202 | 1 | 2.4% |
| 208 | 1 | 2.4% |
| 214 | 1 | 2.4% |
| 220 | 1 | 2.4% |
| Other values (32) | 32 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 9 | 1 | |
| 17 | 1 | |
| 23 | 1 | |
| 32 | 1 | |
| 39 | 1 | |
| 46 | 1 | |
| 54 | 1 | |
| 62 | 1 | |
| 70 | 1 |
| Value | Count | Frequency (%) |
| 280 | 1 | |
| 274 | 1 | |
| 268 | 1 | |
| 262 | 1 | |
| 256 | 1 | |
| 250 | 1 | |
| 244 | 1 | |
| 238 | 1 | |
| 232 | 1 | |
| 226 | 1 |
영어나라콘텐츠해당레벨종료유닛번호
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 42 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 155.09524 |
| Minimum | 8 |
|---|---|
| Maximum | 291 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 510.0 B |
Quantile statistics
| Minimum | 8 |
|---|---|
| 5-th percentile | 22.45 |
| Q1 | 87 |
| median | 162 |
| Q3 | 223.5 |
| 95-th percentile | 272.7 |
| Maximum | 291 |
| Range | 283 |
| Interquartile range (IQR) | 136.5 |
Descriptive statistics
| Standard deviation | 82.875696 |
|---|---|
| Coefficient of variation (CV) | 0.53435358 |
| Kurtosis | -1.1383168 |
| Mean | 155.09524 |
| Median Absolute Deviation (MAD) | 69 |
| Skewness | -0.16763876 |
| Sum | 6514 |
| Variance | 6868.381 |
| Monotonicity | Strictly increasing |
Histogram with fixed size bins (bins=42)
| Value | Count | Frequency (%) |
| 8 | 1 | 2.4% |
| 231 | 1 | 2.4% |
| 183 | 1 | 2.4% |
| 189 | 1 | 2.4% |
| 195 | 1 | 2.4% |
| 201 | 1 | 2.4% |
| 207 | 1 | 2.4% |
| 213 | 1 | 2.4% |
| 219 | 1 | 2.4% |
| 225 | 1 | 2.4% |
| Other values (32) | 32 |
| Value | Count | Frequency (%) |
| 8 | 1 | |
| 16 | 1 | |
| 22 | 1 | |
| 31 | 1 | |
| 38 | 1 | |
| 45 | 1 | |
| 53 | 1 | |
| 61 | 1 | |
| 69 | 1 | |
| 77 | 1 |
| Value | Count | Frequency (%) |
| 291 | 1 | |
| 279 | 1 | |
| 273 | 1 | |
| 267 | 1 | |
| 261 | 1 | |
| 255 | 1 | |
| 249 | 1 | |
| 243 | 1 | |
| 237 | 1 | |
| 231 | 1 |
순차레벨
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 42 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 21.5 |
| Minimum | 1 |
|---|---|
| Maximum | 42 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 510.0 B |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 3.05 |
| Q1 | 11.25 |
| median | 21.5 |
| Q3 | 31.75 |
| 95-th percentile | 39.95 |
| Maximum | 42 |
| Range | 41 |
| Interquartile range (IQR) | 20.5 |
Descriptive statistics
| Standard deviation | 12.267844 |
|---|---|
| Coefficient of variation (CV) | 0.5705974 |
| Kurtosis | -1.2 |
| Mean | 21.5 |
| Median Absolute Deviation (MAD) | 10.5 |
| Skewness | 0 |
| Sum | 903 |
| Variance | 150.5 |
| Monotonicity | Strictly increasing |
Histogram with fixed size bins (bins=42)
| Value | Count | Frequency (%) |
| 1 | 1 | 2.4% |
| 33 | 1 | 2.4% |
| 25 | 1 | 2.4% |
| 26 | 1 | 2.4% |
| 27 | 1 | 2.4% |
| 28 | 1 | 2.4% |
| 29 | 1 | 2.4% |
| 30 | 1 | 2.4% |
| 31 | 1 | 2.4% |
| 32 | 1 | 2.4% |
| Other values (32) | 32 |
| 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 (%) |
| 42 | 1 | |
| 41 | 1 | |
| 40 | 1 | |
| 39 | 1 | |
| 38 | 1 | |
| 37 | 1 | |
| 36 | 1 | |
| 35 | 1 | |
| 34 | 1 | |
| 33 | 1 |
레벨결과값
Real number (ℝ)
HIGH CORRELATION
| Distinct | 7 |
|---|---|
| Distinct (%) | 16.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4 |
| Minimum | 1 |
|---|---|
| Maximum | 7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 510.0 B |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 4 |
| Q3 | 6 |
| 95-th percentile | 7 |
| Maximum | 7 |
| Range | 6 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 2.0242433 |
|---|---|
| Coefficient of variation (CV) | 0.50606083 |
| Kurtosis | -1.2549679 |
| Mean | 4 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0 |
| Sum | 168 |
| Variance | 4.097561 |
| Monotonicity | Increasing |
Histogram with fixed size bins (bins=7)
| Value | Count | Frequency (%) |
| 1 | 6 | |
| 2 | 6 | |
| 3 | 6 | |
| 4 | 6 | |
| 5 | 6 | |
| 6 | 6 | |
| 7 | 6 |
| Value | Count | Frequency (%) |
| 1 | 6 | |
| 2 | 6 | |
| 3 | 6 | |
| 4 | 6 | |
| 5 | 6 | |
| 6 | 6 | |
| 7 | 6 |
| Value | Count | Frequency (%) |
| 7 | 6 | |
| 6 | 6 | |
| 5 | 6 | |
| 4 | 6 | |
| 3 | 6 | |
| 2 | 6 | |
| 1 | 6 |
| 식별값 | 이지스콘텐츠해당레벨시작유닛번호 | 이지스콘텐츠해당레벨종료유닛번호 | 영어나라콘텐츠해당레벨시작유닛번호 | 영어나라콘텐츠해당레벨종료유닛번호 | 순차레벨 | 레벨결과값 | |
|---|---|---|---|---|---|---|---|
| 식별값 | 1.000 | 0.954 | 0.960 | 0.973 | 0.974 | 1.000 | 0.932 |
| 이지스콘텐츠해당레벨시작유닛번호 | 0.954 | 1.000 | 0.977 | 0.970 | 0.976 | 0.954 | 0.849 |
| 이지스콘텐츠해당레벨종료유닛번호 | 0.960 | 0.977 | 1.000 | 0.972 | 0.969 | 0.960 | 0.891 |
| 영어나라콘텐츠해당레벨시작유닛번호 | 0.973 | 0.970 | 0.972 | 1.000 | 0.997 | 0.973 | 0.935 |
| 영어나라콘텐츠해당레벨종료유닛번호 | 0.974 | 0.976 | 0.969 | 0.997 | 1.000 | 0.974 | 0.925 |
| 순차레벨 | 1.000 | 0.954 | 0.960 | 0.973 | 0.974 | 1.000 | 0.932 |
| 레벨결과값 | 0.932 | 0.849 | 0.891 | 0.935 | 0.925 | 0.932 | 1.000 |
| 식별값 | 이지스콘텐츠해당레벨시작유닛번호 | 이지스콘텐츠해당레벨종료유닛번호 | 영어나라콘텐츠해당레벨시작유닛번호 | 영어나라콘텐츠해당레벨종료유닛번호 | 순차레벨 | 레벨결과값 | |
|---|---|---|---|---|---|---|---|
| 식별값 | 1.000 | 0.985 | 0.981 | 1.000 | 1.000 | 1.000 | 0.990 |
| 이지스콘텐츠해당레벨시작유닛번호 | 0.985 | 1.000 | 0.996 | 0.985 | 0.985 | 0.985 | 0.978 |
| 이지스콘텐츠해당레벨종료유닛번호 | 0.981 | 0.996 | 1.000 | 0.981 | 0.981 | 0.981 | 0.973 |
| 영어나라콘텐츠해당레벨시작유닛번호 | 1.000 | 0.985 | 0.981 | 1.000 | 1.000 | 1.000 | 0.990 |
| 영어나라콘텐츠해당레벨종료유닛번호 | 1.000 | 0.985 | 0.981 | 1.000 | 1.000 | 1.000 | 0.990 |
| 순차레벨 | 1.000 | 0.985 | 0.981 | 1.000 | 1.000 | 1.000 | 0.990 |
| 레벨결과값 | 0.990 | 0.978 | 0.973 | 0.990 | 0.990 | 0.990 | 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.
| 식별값 | 이지스콘텐츠해당레벨시작유닛번호 | 이지스콘텐츠해당레벨종료유닛번호 | 영어나라콘텐츠해당레벨시작유닛번호 | 영어나라콘텐츠해당레벨종료유닛번호 | 순차레벨 | 레벨결과값 | |
|---|---|---|---|---|---|---|---|
| 0 | 1 | 1 | 13 | 1 | 8 | 1 | 1 |
| 1 | 2 | 14 | 26 | 9 | 16 | 2 | 1 |
| 2 | 3 | 27 | 42 | 17 | 22 | 3 | 1 |
| 3 | 4 | 43 | 58 | 23 | 31 | 4 | 1 |
| 4 | 5 | 59 | 74 | 32 | 38 | 5 | 1 |
| 5 | 6 | 74 | 74 | 39 | 45 | 6 | 1 |
| 6 | 7 | 75 | 98 | 46 | 53 | 7 | 2 |
| 7 | 8 | 99 | 122 | 54 | 61 | 8 | 2 |
| 8 | 9 | 123 | 146 | 62 | 69 | 9 | 2 |
| 9 | 10 | 147 | 170 | 70 | 77 | 10 | 2 |
| 식별값 | 이지스콘텐츠해당레벨시작유닛번호 | 이지스콘텐츠해당레벨종료유닛번호 | 영어나라콘텐츠해당레벨시작유닛번호 | 영어나라콘텐츠해당레벨종료유닛번호 | 순차레벨 | 레벨결과값 | |
|---|---|---|---|---|---|---|---|
| 32 | 33 | 554 | 554 | 226 | 231 | 33 | 6 |
| 33 | 34 | 554 | 554 | 232 | 237 | 34 | 6 |
| 34 | 35 | 554 | 554 | 238 | 243 | 35 | 6 |
| 35 | 36 | 554 | 554 | 244 | 249 | 36 | 6 |
| 36 | 37 | 554 | 554 | 250 | 255 | 37 | 7 |
| 37 | 38 | 554 | 554 | 256 | 261 | 38 | 7 |
| 38 | 39 | 554 | 554 | 262 | 267 | 39 | 7 |
| 39 | 40 | 554 | 554 | 268 | 273 | 40 | 7 |
| 40 | 41 | 554 | 554 | 274 | 279 | 41 | 7 |
| 41 | 42 | 554 | 554 | 280 | 291 | 42 | 7 |