Dataset statistics
| Number of variables | 5 |
|---|---|
| Number of observations | 21 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 1.0 KiB |
| Average record size in memory | 50.3 B |
Variable types
| Text | 1 |
|---|---|
| Numeric | 4 |
Dataset
| Description | 인천광역시 미추홀구 의료급여 수급자에 대한 데이터로 미추홀구의 동별 1종 가구수, 1종 수급자수, 2종 가구수, 2종 수급자수 등을 제공합니다. |
|---|---|
| Author | 인천광역시 미추홀구 |
| URL | https://www.data.go.kr/data/15071330/fileData.do |
(1종)가구수 is highly overall correlated with (1종)수급권자수 and 2 other fields | High correlation |
(1종)수급권자수 is highly overall correlated with (1종)가구수 and 2 other fields | High correlation |
(2종)가구수 is highly overall correlated with (1종)가구수 and 2 other fields | High correlation |
(2종)수급권자수 is highly overall correlated with (1종)가구수 and 2 other fields | High correlation |
동명 has unique values | Unique |
(1종)가구수 has unique values | Unique |
(2종)수급권자수 has unique values | Unique |
Reproduction
| Analysis started | 2024-04-29 22:39:29.107315 |
|---|---|
| Analysis finished | 2024-04-29 22:39:32.518770 |
| Duration | 3.41 seconds |
| Software version | ydata-profiling vv4.5.1 |
| Download configuration | config.json |
동명
Text
UNIQUE
| Distinct | 21 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 300.0 B |
Length
| Max length | 6 |
|---|---|
| Median length | 4 |
| Mean length | 4.1904762 |
| Min length | 3 |
Characters and Unicode
| Total characters | 88 |
|---|---|
| Distinct characters | 23 |
| Distinct categories | 3 ? |
| 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 | 21 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | 숭의2동 |
|---|---|
| 2nd row | 숭의1.3동 |
| 3rd row | 숭의4동 |
| 4th row | 용현1.4동 |
| 5th row | 용현2동 |
| Value | Count | Frequency (%) |
| 숭의2동 | 1 | 4.8% |
| 주안1동 | 1 | 4.8% |
| 관교동 | 1 | 4.8% |
| 주안8동 | 1 | 4.8% |
| 주안7동 | 1 | 4.8% |
| 주안6동 | 1 | 4.8% |
| 주안5동 | 1 | 4.8% |
| 주안4동 | 1 | 4.8% |
| 주안3동 | 1 | 4.8% |
| 주안2동 | 1 | 4.8% |
| Other values (11) | 11 |
Most occurring characters
| Value | Count | Frequency (%) |
| 동 | 21 | |
| 안 | 8 | 9.1% |
| 주 | 8 | 9.1% |
| 2 | 5 | 5.7% |
| 1 | 5 | 5.7% |
| 3 | 4 | 4.5% |
| 용 | 4 | 4.5% |
| 현 | 4 | 4.5% |
| 숭 | 3 | 3.4% |
| 의 | 3 | 3.4% |
| Other values (13) | 23 |
Most occurring categories
| Value | Count | Frequency (%) |
| Other Letter | 63 | |
| Decimal Number | 22 | 25.0% |
| Other Punctuation | 3 | 3.4% |
Most frequent character per category
Other Letter
| Value | Count | Frequency (%) |
| 동 | 21 | |
| 안 | 8 | 12.7% |
| 주 | 8 | 12.7% |
| 용 | 4 | 6.3% |
| 현 | 4 | 6.3% |
| 숭 | 3 | 4.8% |
| 의 | 3 | 4.8% |
| 학 | 3 | 4.8% |
| 익 | 2 | 3.2% |
| 도 | 2 | 3.2% |
| Other values (4) | 5 | 7.9% |
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 5 | |
| 1 | 5 | |
| 3 | 4 | |
| 4 | 3 | |
| 5 | 2 | 9.1% |
| 6 | 1 | 4.5% |
| 7 | 1 | 4.5% |
| 8 | 1 | 4.5% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 3 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Hangul | 63 | |
| Common | 25 | 28.4% |
Most frequent character per script
Hangul
| Value | Count | Frequency (%) |
| 동 | 21 | |
| 안 | 8 | 12.7% |
| 주 | 8 | 12.7% |
| 용 | 4 | 6.3% |
| 현 | 4 | 6.3% |
| 숭 | 3 | 4.8% |
| 의 | 3 | 4.8% |
| 학 | 3 | 4.8% |
| 익 | 2 | 3.2% |
| 도 | 2 | 3.2% |
| Other values (4) | 5 | 7.9% |
Common
| Value | Count | Frequency (%) |
| 2 | 5 | |
| 1 | 5 | |
| 3 | 4 | |
| 4 | 3 | |
| . | 3 | |
| 5 | 2 | 8.0% |
| 6 | 1 | 4.0% |
| 7 | 1 | 4.0% |
| 8 | 1 | 4.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| Hangul | 63 | |
| ASCII | 25 | 28.4% |
Most frequent character per block
Hangul
| Value | Count | Frequency (%) |
| 동 | 21 | |
| 안 | 8 | 12.7% |
| 주 | 8 | 12.7% |
| 용 | 4 | 6.3% |
| 현 | 4 | 6.3% |
| 숭 | 3 | 4.8% |
| 의 | 3 | 4.8% |
| 학 | 3 | 4.8% |
| 익 | 2 | 3.2% |
| 도 | 2 | 3.2% |
| Other values (4) | 5 | 7.9% |
ASCII
| Value | Count | Frequency (%) |
| 2 | 5 | |
| 1 | 5 | |
| 3 | 4 | |
| 4 | 3 | |
| . | 3 | |
| 5 | 2 | 8.0% |
| 6 | 1 | 4.0% |
| 7 | 1 | 4.0% |
| 8 | 1 | 4.0% |
(1종)가구수
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 21 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 534.33333 |
| Minimum | 228 |
|---|---|
| Maximum | 768 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 321.0 B |
Quantile statistics
| Minimum | 228 |
|---|---|
| 5-th percentile | 359 |
| Q1 | 431 |
| median | 508 |
| Q3 | 640 |
| 95-th percentile | 748 |
| Maximum | 768 |
| Range | 540 |
| Interquartile range (IQR) | 209 |
Descriptive statistics
| Standard deviation | 143.09519 |
|---|---|
| Coefficient of variation (CV) | 0.26780135 |
| Kurtosis | -0.48156761 |
| Mean | 534.33333 |
| Median Absolute Deviation (MAD) | 92 |
| Skewness | -0.0085843602 |
| Sum | 11221 |
| Variance | 20476.233 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=21)
| Value | Count | Frequency (%) |
| 525 | 1 | 4.8% |
| 392 | 1 | 4.8% |
| 492 | 1 | 4.8% |
| 228 | 1 | 4.8% |
| 458 | 1 | 4.8% |
| 425 | 1 | 4.8% |
| 485 | 1 | 4.8% |
| 509 | 1 | 4.8% |
| 640 | 1 | 4.8% |
| 428 | 1 | 4.8% |
| Other values (11) | 11 |
| Value | Count | Frequency (%) |
| 228 | 1 | |
| 359 | 1 | |
| 392 | 1 | |
| 425 | 1 | |
| 428 | 1 | |
| 431 | 1 | |
| 458 | 1 | |
| 476 | 1 | |
| 485 | 1 | |
| 492 | 1 |
| Value | Count | Frequency (%) |
| 768 | 1 | |
| 748 | 1 | |
| 724 | 1 | |
| 710 | 1 | |
| 696 | 1 | |
| 640 | 1 | |
| 619 | 1 | |
| 600 | 1 | |
| 525 | 1 | |
| 509 | 1 |
(1종)수급권자수
Real number (ℝ)
HIGH CORRELATION
| Distinct | 20 |
|---|---|
| Distinct (%) | 95.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 614.09524 |
| Minimum | 262 |
|---|---|
| Maximum | 903 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 321.0 B |
Quantile statistics
| Minimum | 262 |
|---|---|
| 5-th percentile | 415 |
| Q1 | 502 |
| median | 573 |
| Q3 | 738 |
| 95-th percentile | 885 |
| Maximum | 903 |
| Range | 641 |
| Interquartile range (IQR) | 236 |
Descriptive statistics
| Standard deviation | 173.43786 |
|---|---|
| Coefficient of variation (CV) | 0.28242827 |
| Kurtosis | -0.61607492 |
| Mean | 614.09524 |
| Median Absolute Deviation (MAD) | 103 |
| Skewness | 0.16471429 |
| Sum | 12896 |
| Variance | 30080.69 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=20)
| Value | Count | Frequency (%) |
| 525 | 2 | 9.5% |
| 601 | 1 | 4.8% |
| 655 | 1 | 4.8% |
| 540 | 1 | 4.8% |
| 262 | 1 | 4.8% |
| 502 | 1 | 4.8% |
| 549 | 1 | 4.8% |
| 579 | 1 | 4.8% |
| 736 | 1 | 4.8% |
| 491 | 1 | 4.8% |
| Other values (10) | 10 |
| Value | Count | Frequency (%) |
| 262 | 1 | |
| 415 | 1 | |
| 449 | 1 | |
| 470 | 1 | |
| 491 | 1 | |
| 502 | 1 | |
| 525 | 2 | |
| 540 | 1 | |
| 549 | 1 | |
| 573 | 1 |
| Value | Count | Frequency (%) |
| 903 | 1 | |
| 885 | 1 | |
| 850 | 1 | |
| 847 | 1 | |
| 801 | 1 | |
| 738 | 1 | |
| 736 | 1 | |
| 655 | 1 | |
| 601 | 1 | |
| 579 | 1 |
(2종)가구수
Real number (ℝ)
HIGH CORRELATION
| Distinct | 20 |
|---|---|
| Distinct (%) | 95.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 156.19048 |
| Minimum | 81 |
|---|---|
| Maximum | 248 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 321.0 B |
Quantile statistics
| Minimum | 81 |
|---|---|
| 5-th percentile | 87 |
| Q1 | 118 |
| median | 161 |
| Q3 | 187 |
| 95-th percentile | 234 |
| Maximum | 248 |
| Range | 167 |
| Interquartile range (IQR) | 69 |
Descriptive statistics
| Standard deviation | 49.988618 |
|---|---|
| Coefficient of variation (CV) | 0.32004908 |
| Kurtosis | -0.98965038 |
| Mean | 156.19048 |
| Median Absolute Deviation (MAD) | 42 |
| Skewness | 0.26549724 |
| Sum | 3280 |
| Variance | 2498.8619 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=20)
| Value | Count | Frequency (%) |
| 123 | 2 | 9.5% |
| 101 | 1 | 4.8% |
| 248 | 1 | 4.8% |
| 203 | 1 | 4.8% |
| 102 | 1 | 4.8% |
| 163 | 1 | 4.8% |
| 134 | 1 | 4.8% |
| 145 | 1 | 4.8% |
| 161 | 1 | 4.8% |
| 165 | 1 | 4.8% |
| Other values (10) | 10 |
| Value | Count | Frequency (%) |
| 81 | 1 | |
| 87 | 1 | |
| 101 | 1 | |
| 102 | 1 | |
| 108 | 1 | |
| 118 | 1 | |
| 123 | 2 | |
| 134 | 1 | |
| 145 | 1 | |
| 161 | 1 |
| Value | Count | Frequency (%) |
| 248 | 1 | |
| 234 | 1 | |
| 229 | 1 | |
| 209 | 1 | |
| 203 | 1 | |
| 187 | 1 | |
| 181 | 1 | |
| 178 | 1 | |
| 165 | 1 | |
| 163 | 1 |
(2종)수급권자수
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 21 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 242.04762 |
| Minimum | 124 |
|---|---|
| Maximum | 379 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 321.0 B |
Quantile statistics
| Minimum | 124 |
|---|---|
| 5-th percentile | 130 |
| Q1 | 175 |
| median | 236 |
| Q3 | 310 |
| 95-th percentile | 371 |
| Maximum | 379 |
| Range | 255 |
| Interquartile range (IQR) | 135 |
Descriptive statistics
| Standard deviation | 80.436606 |
|---|---|
| Coefficient of variation (CV) | 0.33231728 |
| Kurtosis | -1.243682 |
| Mean | 242.04762 |
| Median Absolute Deviation (MAD) | 74 |
| Skewness | 0.089760428 |
| Sum | 5083 |
| Variance | 6470.0476 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=21)
| Value | Count | Frequency (%) |
| 142 | 1 | 4.8% |
| 162 | 1 | 4.8% |
| 300 | 1 | 4.8% |
| 146 | 1 | 4.8% |
| 280 | 1 | 4.8% |
| 196 | 1 | 4.8% |
| 229 | 1 | 4.8% |
| 236 | 1 | 4.8% |
| 265 | 1 | 4.8% |
| 197 | 1 | 4.8% |
| Other values (11) | 11 |
| Value | Count | Frequency (%) |
| 124 | 1 | |
| 130 | 1 | |
| 142 | 1 | |
| 146 | 1 | |
| 162 | 1 | |
| 175 | 1 | |
| 194 | 1 | |
| 196 | 1 | |
| 197 | 1 | |
| 229 | 1 |
| Value | Count | Frequency (%) |
| 379 | 1 | |
| 371 | 1 | |
| 329 | 1 | |
| 321 | 1 | |
| 316 | 1 | |
| 310 | 1 | |
| 300 | 1 | |
| 281 | 1 | |
| 280 | 1 | |
| 265 | 1 |
| 동명 | (1종)가구수 | (1종)수급권자수 | (2종)가구수 | (2종)수급권자수 | |
|---|---|---|---|---|---|
| 동명 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
| (1종)가구수 | 1.000 | 1.000 | 0.975 | 0.000 | 0.554 |
| (1종)수급권자수 | 1.000 | 0.975 | 1.000 | 0.716 | 0.627 |
| (2종)가구수 | 1.000 | 0.000 | 0.716 | 1.000 | 0.712 |
| (2종)수급권자수 | 1.000 | 0.554 | 0.627 | 0.712 | 1.000 |
| (1종)가구수 | (1종)수급권자수 | (2종)가구수 | (2종)수급권자수 | |
|---|---|---|---|---|
| (1종)가구수 | 1.000 | 0.991 | 0.761 | 0.779 |
| (1종)수급권자수 | 0.991 | 1.000 | 0.772 | 0.802 |
| (2종)가구수 | 0.761 | 0.772 | 1.000 | 0.963 |
| (2종)수급권자수 | 0.779 | 0.802 | 0.963 | 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.
| 동명 | (1종)가구수 | (1종)수급권자수 | (2종)가구수 | (2종)수급권자수 | |
|---|---|---|---|---|---|
| 0 | 숭의2동 | 525 | 601 | 101 | 142 |
| 1 | 숭의1.3동 | 392 | 449 | 108 | 162 |
| 2 | 숭의4동 | 619 | 738 | 187 | 329 |
| 3 | 용현1.4동 | 724 | 847 | 209 | 310 |
| 4 | 용현2동 | 508 | 573 | 118 | 194 |
| 5 | 용현3동 | 431 | 470 | 87 | 124 |
| 6 | 용현5동 | 696 | 801 | 229 | 379 |
| 7 | 학익1동 | 476 | 525 | 123 | 175 |
| 8 | 학익2동 | 359 | 415 | 81 | 130 |
| 9 | 도화1동 | 748 | 885 | 181 | 321 |
| 동명 | (1종)가구수 | (1종)수급권자수 | (2종)가구수 | (2종)수급권자수 | |
|---|---|---|---|---|---|
| 11 | 주안1동 | 600 | 655 | 248 | 316 |
| 12 | 주안2동 | 768 | 903 | 234 | 371 |
| 13 | 주안3동 | 428 | 491 | 123 | 197 |
| 14 | 주안4동 | 640 | 736 | 165 | 265 |
| 15 | 주안5동 | 509 | 579 | 161 | 236 |
| 16 | 주안6동 | 485 | 549 | 145 | 229 |
| 17 | 주안7동 | 425 | 502 | 134 | 196 |
| 18 | 주안8동 | 458 | 525 | 163 | 280 |
| 19 | 관교동 | 228 | 262 | 102 | 146 |
| 20 | 문학동 | 492 | 540 | 203 | 300 |