Dataset statistics
| Number of variables | 15 |
|---|---|
| Number of observations | 28 |
| Missing cells | 113 |
| Missing cells (%) | 26.9% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 3.8 KiB |
| Average record size in memory | 137.7 B |
Variable types
| Text | 2 |
|---|---|
| Categorical | 1 |
| Numeric | 12 |
Dataset
| Description | 가로등 집계 현황 |
|---|---|
| Author | 가평군 |
| URL | https://data.gg.go.kr/portal/data/service/selectServicePage.do?&infId=CS74NL32EHWVN5PZC5JV20863809&infSeq=1 |
나트륨(301~400W)(개소) is highly overall correlated with 메탈(100W미만)(개소) and 1 other fields | High correlation |
메탈(100W미만)(개소) is highly overall correlated with 나트륨(301~400W)(개소) and 3 other fields | High correlation |
메탈(100~150W)(개소) is highly overall correlated with LED(151W이상)(개소) | High correlation |
메탈(301~400W)(개소) is highly overall correlated with 메탈(100W미만)(개소) | High correlation |
LED(50W미만)(개소) is highly overall correlated with 메탈(100W미만)(개소) and 2 other fields | High correlation |
LED(50~100W)(개소) is highly overall correlated with LED(50W미만)(개소) and 2 other fields | High correlation |
LED(101~120W)(개소) is highly overall correlated with 메탈(100W미만)(개소) | High correlation |
LED(121~150W)(개소) is highly overall correlated with LED(50~100W)(개소) | High correlation |
LED(151W이상)(개소) is highly overall correlated with 메탈(100~150W)(개소) and 1 other fields | High correlation |
나트륨(100W미만)(개소) is highly overall correlated with 나트륨(301~400W)(개소) and 3 other fields | High correlation |
나트륨(100W미만)(개소) is highly imbalanced (51.2%) | Imbalance |
나트륨(100~200W)(개소) has 3 (10.7%) missing values | Missing |
나트륨(201~300W)(개소) has 6 (21.4%) missing values | Missing |
나트륨(301~400W)(개소) has 10 (35.7%) missing values | Missing |
메탈(100W미만)(개소) has 17 (60.7%) missing values | Missing |
메탈(100~150W)(개소) has 6 (21.4%) missing values | Missing |
메탈(151~300W)(개소) has 5 (17.9%) missing values | Missing |
메탈(301~400W)(개소) has 11 (39.3%) missing values | Missing |
LED(50W미만)(개소) has 8 (28.6%) missing values | Missing |
LED(50~100W)(개소) has 1 (3.6%) missing values | Missing |
LED(101~120W)(개소) has 5 (17.9%) missing values | Missing |
LED(121~150W)(개소) has 2 (7.1%) missing values | Missing |
LED(151W이상)(개소) has 18 (64.3%) missing values | Missing |
기타 has 21 (75.0%) missing values | Missing |
시군명 has unique values | Unique |
나트륨(100~200W)(개소) has 7 (25.0%) zeros | Zeros |
나트륨(201~300W)(개소) has 2 (7.1%) zeros | Zeros |
나트륨(301~400W)(개소) has 9 (32.1%) zeros | Zeros |
메탈(100W미만)(개소) has 2 (7.1%) zeros | Zeros |
메탈(151~300W)(개소) has 3 (10.7%) zeros | Zeros |
메탈(301~400W)(개소) has 9 (32.1%) zeros | Zeros |
LED(50W미만)(개소) has 10 (35.7%) zeros | Zeros |
LED(50~100W)(개소) has 2 (7.1%) zeros | Zeros |
LED(101~120W)(개소) has 5 (17.9%) zeros | Zeros |
LED(121~150W)(개소) has 2 (7.1%) zeros | Zeros |
LED(151W이상)(개소) has 2 (7.1%) zeros | Zeros |
Reproduction
| Analysis started | 2024-03-23 01:45:03.992941 |
|---|---|
| Analysis finished | 2024-03-23 01:45:50.593141 |
| Duration | 46.6 seconds |
| Software version | ydata-profiling vv4.5.1 |
| Download configuration | config.json |
시군명
Text
UNIQUE
| Distinct | 28 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 356.0 B |
Length
| Max length | 4 |
|---|---|
| Median length | 3 |
| Mean length | 3.0714286 |
| Min length | 3 |
Characters and Unicode
| Total characters | 86 |
|---|---|
| Distinct characters | 34 |
| 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 | 28 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | 가평군 |
|---|---|
| 2nd row | 고양시 |
| 3rd row | 광명시 |
| 4th row | 광주시 |
| 5th row | 구리시 |
| Value | Count | Frequency (%) |
| 가평군 | 1 | 3.6% |
| 고양시 | 1 | 3.6% |
| 포천시 | 1 | 3.6% |
| 평택시 | 1 | 3.6% |
| 파주시 | 1 | 3.6% |
| 이천시 | 1 | 3.6% |
| 의정부시 | 1 | 3.6% |
| 의왕시 | 1 | 3.6% |
| 용인시 | 1 | 3.6% |
| 오산시 | 1 | 3.6% |
| Other values (18) | 18 |
Most occurring characters
| Value | Count | Frequency (%) |
| 시 | 26 | |
| 양 | 5 | 5.8% |
| 주 | 5 | 5.8% |
| 천 | 4 | 4.7% |
| 군 | 4 | 4.7% |
| 포 | 3 | 3.5% |
| 안 | 3 | 3.5% |
| 평 | 3 | 3.5% |
| 남 | 3 | 3.5% |
| 산 | 2 | 2.3% |
| Other values (24) | 28 |
Most occurring categories
| Value | Count | Frequency (%) |
| Other Letter | 86 |
Most frequent character per category
Other Letter
| Value | Count | Frequency (%) |
| 시 | 26 | |
| 양 | 5 | 5.8% |
| 주 | 5 | 5.8% |
| 천 | 4 | 4.7% |
| 군 | 4 | 4.7% |
| 포 | 3 | 3.5% |
| 안 | 3 | 3.5% |
| 평 | 3 | 3.5% |
| 남 | 3 | 3.5% |
| 산 | 2 | 2.3% |
| Other values (24) | 28 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Hangul | 86 |
Most frequent character per script
Hangul
| Value | Count | Frequency (%) |
| 시 | 26 | |
| 양 | 5 | 5.8% |
| 주 | 5 | 5.8% |
| 천 | 4 | 4.7% |
| 군 | 4 | 4.7% |
| 포 | 3 | 3.5% |
| 안 | 3 | 3.5% |
| 평 | 3 | 3.5% |
| 남 | 3 | 3.5% |
| 산 | 2 | 2.3% |
| Other values (24) | 28 |
Most occurring blocks
| Value | Count | Frequency (%) |
| Hangul | 86 |
Most frequent character per block
Hangul
| Value | Count | Frequency (%) |
| 시 | 26 | |
| 양 | 5 | 5.8% |
| 주 | 5 | 5.8% |
| 천 | 4 | 4.7% |
| 군 | 4 | 4.7% |
| 포 | 3 | 3.5% |
| 안 | 3 | 3.5% |
| 평 | 3 | 3.5% |
| 남 | 3 | 3.5% |
| 산 | 2 | 2.3% |
| Other values (24) | 28 |
나트륨(100W미만)(개소)
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 5 |
|---|---|
| Distinct (%) | 17.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 356.0 B |
| <NA> | |
|---|---|
| 0 | |
| 67 | 1 |
| 380 | 1 |
| 1 | 1 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 3.4642857 |
| Min length | 1 |
Unique
| Unique | 3 ? |
|---|---|
| Unique (%) | 10.7% |
Sample
| 1st row | <NA> |
|---|---|
| 2nd row | <NA> |
| 3rd row | <NA> |
| 4th row | <NA> |
| 5th row | <NA> |
Common Values
| Value | Count | Frequency (%) |
| <NA> | 22 | |
| 0 | 3 | 10.7% |
| 67 | 1 | 3.6% |
| 380 | 1 | 3.6% |
| 1 | 1 | 3.6% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| na | 22 | |
| 0 | 3 | 10.7% |
| 67 | 1 | 3.6% |
| 380 | 1 | 3.6% |
| 1 | 1 | 3.6% |
나트륨(100~200W)(개소)
Real number (ℝ)
MISSING ZEROS
| Distinct | 19 |
|---|---|
| Distinct (%) | 76.0% |
| Missing | 3 |
| Missing (%) | 10.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 279.72 |
| Minimum | 0 |
|---|---|
| Maximum | 2734 |
| Zeros | 7 |
| Zeros (%) | 25.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 384.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 36 |
| Q3 | 271 |
| 95-th percentile | 935.2 |
| Maximum | 2734 |
| Range | 2734 |
| Interquartile range (IQR) | 271 |
Descriptive statistics
| Standard deviation | 577.05983 |
|---|---|
| Coefficient of variation (CV) | 2.0629909 |
| Kurtosis | 14.299477 |
| Mean | 279.72 |
| Median Absolute Deviation (MAD) | 36 |
| Skewness | 3.5474449 |
| Sum | 6993 |
| Variance | 332998.04 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=19)
| Value | Count | Frequency (%) |
| 0 | 7 | |
| 543 | 1 | 3.6% |
| 79 | 1 | 3.6% |
| 1 | 1 | 3.6% |
| 239 | 1 | 3.6% |
| 946 | 1 | 3.6% |
| 97 | 1 | 3.6% |
| 13 | 1 | 3.6% |
| 34 | 1 | 3.6% |
| 8 | 1 | 3.6% |
| Other values (9) | 9 | |
| (Missing) | 3 | 10.7% |
| Value | Count | Frequency (%) |
| 0 | 7 | |
| 1 | 1 | 3.6% |
| 8 | 1 | 3.6% |
| 13 | 1 | 3.6% |
| 18 | 1 | 3.6% |
| 34 | 1 | 3.6% |
| 36 | 1 | 3.6% |
| 79 | 1 | 3.6% |
| 97 | 1 | 3.6% |
| 163 | 1 | 3.6% |
| Value | Count | Frequency (%) |
| 2734 | 1 | |
| 946 | 1 | |
| 892 | 1 | |
| 543 | 1 | |
| 417 | 1 | |
| 329 | 1 | |
| 271 | 1 | |
| 239 | 1 | |
| 173 | 1 | |
| 163 | 1 |
나트륨(201~300W)(개소)
Real number (ℝ)
MISSING ZEROS
| Distinct | 21 |
|---|---|
| Distinct (%) | 95.5% |
| Missing | 6 |
| Missing (%) | 21.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3169.7727 |
| Minimum | 0 |
|---|---|
| Maximum | 16256 |
| Zeros | 2 |
| Zeros (%) | 7.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 384.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.2 |
| Q1 | 308.75 |
| median | 1808.5 |
| Q3 | 3444.75 |
| 95-th percentile | 12808.2 |
| Maximum | 16256 |
| Range | 16256 |
| Interquartile range (IQR) | 3136 |
Descriptive statistics
| Standard deviation | 4298.5316 |
|---|---|
| Coefficient of variation (CV) | 1.3561009 |
| Kurtosis | 4.0084961 |
| Mean | 3169.7727 |
| Median Absolute Deviation (MAD) | 1609.5 |
| Skewness | 2.0825979 |
| Sum | 69735 |
| Variance | 18477374 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=21)
| Value | Count | Frequency (%) |
| 0 | 2 | 7.1% |
| 4 | 1 | 3.6% |
| 1770 | 1 | 3.6% |
| 1894 | 1 | 3.6% |
| 8518 | 1 | 3.6% |
| 1700 | 1 | 3.6% |
| 1639 | 1 | 3.6% |
| 16256 | 1 | 3.6% |
| 365 | 1 | 3.6% |
| 108 | 1 | 3.6% |
| Other values (11) | 11 | |
| (Missing) | 6 |
| Value | Count | Frequency (%) |
| 0 | 2 | |
| 4 | 1 | |
| 40 | 1 | |
| 108 | 1 | |
| 290 | 1 | |
| 365 | 1 | |
| 1639 | 1 | |
| 1665 | 1 | |
| 1700 | 1 | |
| 1770 | 1 |
| Value | Count | Frequency (%) |
| 16256 | 1 | |
| 13034 | 1 | |
| 8518 | 1 | |
| 6053 | 1 | |
| 4307 | 1 | |
| 3821 | 1 | |
| 2316 | 1 | |
| 2239 | 1 | |
| 1894 | 1 | |
| 1869 | 1 |
나트륨(301~400W)(개소)
Real number (ℝ)
HIGH CORRELATION MISSING ZEROS
| Distinct | 10 |
|---|---|
| Distinct (%) | 55.6% |
| Missing | 10 |
| Missing (%) | 35.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1041.7778 |
| Minimum | 0 |
|---|---|
| Maximum | 13202 |
| Zeros | 9 |
| Zeros (%) | 32.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 384.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 311.5 |
| 95-th percentile | 4884.75 |
| Maximum | 13202 |
| Range | 13202 |
| Interquartile range (IQR) | 311.5 |
Descriptive statistics
| Standard deviation | 3142.9043 |
|---|---|
| Coefficient of variation (CV) | 3.0168663 |
| Kurtosis | 15.212184 |
| Mean | 1041.7778 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 3.830803 |
| Sum | 18752 |
| Variance | 9877847.4 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) |
| 0 | 9 | |
| 280 | 1 | 3.6% |
| 3417 | 1 | 3.6% |
| 1090 | 1 | 3.6% |
| 81 | 1 | 3.6% |
| 2 | 1 | 3.6% |
| 336 | 1 | 3.6% |
| 322 | 1 | 3.6% |
| 13202 | 1 | 3.6% |
| 22 | 1 | 3.6% |
| (Missing) | 10 |
| Value | Count | Frequency (%) |
| 0 | 9 | |
| 2 | 1 | 3.6% |
| 22 | 1 | 3.6% |
| 81 | 1 | 3.6% |
| 280 | 1 | 3.6% |
| 322 | 1 | 3.6% |
| 336 | 1 | 3.6% |
| 1090 | 1 | 3.6% |
| 3417 | 1 | 3.6% |
| 13202 | 1 | 3.6% |
| Value | Count | Frequency (%) |
| 13202 | 1 | 3.6% |
| 3417 | 1 | 3.6% |
| 1090 | 1 | 3.6% |
| 336 | 1 | 3.6% |
| 322 | 1 | 3.6% |
| 280 | 1 | 3.6% |
| 81 | 1 | 3.6% |
| 22 | 1 | 3.6% |
| 2 | 1 | 3.6% |
| 0 | 9 |
메탈(100W미만)(개소)
Real number (ℝ)
HIGH CORRELATION MISSING ZEROS
| Distinct | 10 |
|---|---|
| Distinct (%) | 90.9% |
| Missing | 17 |
| Missing (%) | 60.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 984.36364 |
| Minimum | 0 |
|---|---|
| Maximum | 6421 |
| Zeros | 2 |
| Zeros (%) | 7.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 384.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 10 |
| median | 113 |
| Q3 | 1040.5 |
| 95-th percentile | 4164.5 |
| Maximum | 6421 |
| Range | 6421 |
| Interquartile range (IQR) | 1030.5 |
Descriptive statistics
| Standard deviation | 1922.1244 |
|---|---|
| Coefficient of variation (CV) | 1.9526568 |
| Kurtosis | 7.6500806 |
| Mean | 984.36364 |
| Median Absolute Deviation (MAD) | 113 |
| Skewness | 2.6835179 |
| Sum | 10828 |
| Variance | 3694562.1 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) |
| 0 | 2 | 7.1% |
| 6421 | 1 | 3.6% |
| 1908 | 1 | 3.6% |
| 1542 | 1 | 3.6% |
| 17 | 1 | 3.6% |
| 113 | 1 | 3.6% |
| 63 | 1 | 3.6% |
| 222 | 1 | 3.6% |
| 3 | 1 | 3.6% |
| 539 | 1 | 3.6% |
| (Missing) | 17 |
| Value | Count | Frequency (%) |
| 0 | 2 | |
| 3 | 1 | |
| 17 | 1 | |
| 63 | 1 | |
| 113 | 1 | |
| 222 | 1 | |
| 539 | 1 | |
| 1542 | 1 | |
| 1908 | 1 | |
| 6421 | 1 |
| Value | Count | Frequency (%) |
| 6421 | 1 | |
| 1908 | 1 | |
| 1542 | 1 | |
| 539 | 1 | |
| 222 | 1 | |
| 113 | 1 | |
| 63 | 1 | |
| 17 | 1 | |
| 3 | 1 | |
| 0 | 2 |
메탈(100~150W)(개소)
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 22 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 6 |
| Missing (%) | 21.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3986.4091 |
| Minimum | 22 |
|---|---|
| Maximum | 12969 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 384.0 B |
Quantile statistics
| Minimum | 22 |
|---|---|
| 5-th percentile | 28.3 |
| Q1 | 221.75 |
| median | 3507.5 |
| Q3 | 6575.5 |
| 95-th percentile | 12191.4 |
| Maximum | 12969 |
| Range | 12947 |
| Interquartile range (IQR) | 6353.75 |
Descriptive statistics
| Standard deviation | 3993.9201 |
|---|---|
| Coefficient of variation (CV) | 1.0018841 |
| Kurtosis | 0.031300309 |
| Mean | 3986.4091 |
| Median Absolute Deviation (MAD) | 3332 |
| Skewness | 0.89240861 |
| Sum | 87701 |
| Variance | 15951398 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=22)
| Value | Count | Frequency (%) |
| 2950 | 1 | 3.6% |
| 389 | 1 | 3.6% |
| 56 | 1 | 3.6% |
| 12358 | 1 | 3.6% |
| 1300 | 1 | 3.6% |
| 9026 | 1 | 3.6% |
| 2133 | 1 | 3.6% |
| 6963 | 1 | 3.6% |
| 1249 | 1 | 3.6% |
| 59 | 1 | 3.6% |
| Other values (12) | 12 | |
| (Missing) | 6 |
| Value | Count | Frequency (%) |
| 22 | 1 | |
| 27 | 1 | |
| 53 | 1 | |
| 56 | 1 | |
| 59 | 1 | |
| 166 | 1 | |
| 389 | 1 | |
| 1249 | 1 | |
| 1300 | 1 | |
| 2133 | 1 |
| Value | Count | Frequency (%) |
| 12969 | 1 | |
| 12358 | 1 | |
| 9026 | 1 | |
| 7560 | 1 | |
| 6963 | 1 | |
| 6830 | 1 | |
| 5812 | 1 | |
| 4962 | 1 | |
| 4432 | 1 | |
| 4320 | 1 |
메탈(151~300W)(개소)
Real number (ℝ)
MISSING ZEROS
| Distinct | 21 |
|---|---|
| Distinct (%) | 91.3% |
| Missing | 5 |
| Missing (%) | 17.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2352.1739 |
| Minimum | 0 |
|---|---|
| Maximum | 16627 |
| Zeros | 3 |
| Zeros (%) | 10.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 384.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 108.5 |
| median | 1030 |
| Q3 | 2699.5 |
| 95-th percentile | 6571.5 |
| Maximum | 16627 |
| Range | 16627 |
| Interquartile range (IQR) | 2591 |
Descriptive statistics
| Standard deviation | 3754.2226 |
|---|---|
| Coefficient of variation (CV) | 1.5960651 |
| Kurtosis | 9.3514468 |
| Mean | 2352.1739 |
| Median Absolute Deviation (MAD) | 1020 |
| Skewness | 2.8133672 |
| Sum | 54100 |
| Variance | 14094187 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=21)
| Value | Count | Frequency (%) |
| 0 | 3 | 10.7% |
| 132 | 1 | 3.6% |
| 1347 | 1 | 3.6% |
| 312 | 1 | 3.6% |
| 6580 | 1 | 3.6% |
| 85 | 1 | 3.6% |
| 686 | 1 | 3.6% |
| 1517 | 1 | 3.6% |
| 245 | 1 | 3.6% |
| 1049 | 1 | 3.6% |
| Other values (11) | 11 | |
| (Missing) | 5 |
| Value | Count | Frequency (%) |
| 0 | 3 | |
| 10 | 1 | 3.6% |
| 63 | 1 | 3.6% |
| 85 | 1 | 3.6% |
| 132 | 1 | 3.6% |
| 245 | 1 | 3.6% |
| 312 | 1 | 3.6% |
| 686 | 1 | 3.6% |
| 849 | 1 | 3.6% |
| 1030 | 1 | 3.6% |
| Value | Count | Frequency (%) |
| 16627 | 1 | |
| 6580 | 1 | |
| 6495 | 1 | |
| 6094 | 1 | |
| 3222 | 1 | |
| 2898 | 1 | |
| 2501 | 1 | |
| 2358 | 1 | |
| 1517 | 1 | |
| 1347 | 1 |
메탈(301~400W)(개소)
Real number (ℝ)
HIGH CORRELATION MISSING ZEROS
| Distinct | 8 |
|---|---|
| Distinct (%) | 47.1% |
| Missing | 11 |
| Missing (%) | 39.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 138.17647 |
| Minimum | 0 |
|---|---|
| Maximum | 1206 |
| Zeros | 9 |
| Zeros (%) | 32.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 384.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 33 |
| 95-th percentile | 970.8 |
| Maximum | 1206 |
| Range | 1206 |
| Interquartile range (IQR) | 33 |
Descriptive statistics
| Standard deviation | 351.9402 |
|---|---|
| Coefficient of variation (CV) | 2.5470342 |
| Kurtosis | 6.215223 |
| Mean | 138.17647 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.6787523 |
| Sum | 2349 |
| Variance | 123861.9 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) |
| 0 | 9 | |
| 1 | 2 | 7.1% |
| 33 | 1 | 3.6% |
| 30 | 1 | 3.6% |
| 1206 | 1 | 3.6% |
| 912 | 1 | 3.6% |
| 130 | 1 | 3.6% |
| 36 | 1 | 3.6% |
| (Missing) | 11 |
| Value | Count | Frequency (%) |
| 0 | 9 | |
| 1 | 2 | 7.1% |
| 30 | 1 | 3.6% |
| 33 | 1 | 3.6% |
| 36 | 1 | 3.6% |
| 130 | 1 | 3.6% |
| 912 | 1 | 3.6% |
| 1206 | 1 | 3.6% |
| Value | Count | Frequency (%) |
| 1206 | 1 | 3.6% |
| 912 | 1 | 3.6% |
| 130 | 1 | 3.6% |
| 36 | 1 | 3.6% |
| 33 | 1 | 3.6% |
| 30 | 1 | 3.6% |
| 1 | 2 | 7.1% |
| 0 | 9 |
LED(50W미만)(개소)
Real number (ℝ)
HIGH CORRELATION MISSING ZEROS
| Distinct | 11 |
|---|---|
| Distinct (%) | 55.0% |
| Missing | 8 |
| Missing (%) | 28.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 409.9 |
| Minimum | 0 |
|---|---|
| Maximum | 2876 |
| Zeros | 10 |
| Zeros (%) | 35.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 384.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 5.5 |
| Q3 | 195 |
| 95-th percentile | 2523.55 |
| Maximum | 2876 |
| Range | 2876 |
| Interquartile range (IQR) | 195 |
Descriptive statistics
| Standard deviation | 845.67481 |
|---|---|
| Coefficient of variation (CV) | 2.0631247 |
| Kurtosis | 4.5179596 |
| Mean | 409.9 |
| Median Absolute Deviation (MAD) | 5.5 |
| Skewness | 2.3137264 |
| Sum | 8198 |
| Variance | 715165.88 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=11)
| Value | Count | Frequency (%) |
| 0 | 10 | |
| 2505 | 1 | 3.6% |
| 66 | 1 | 3.6% |
| 294 | 1 | 3.6% |
| 104 | 1 | 3.6% |
| 67 | 1 | 3.6% |
| 162 | 1 | 3.6% |
| 2876 | 1 | 3.6% |
| 920 | 1 | 3.6% |
| 11 | 1 | 3.6% |
| (Missing) | 8 |
| Value | Count | Frequency (%) |
| 0 | 10 | |
| 11 | 1 | 3.6% |
| 66 | 1 | 3.6% |
| 67 | 1 | 3.6% |
| 104 | 1 | 3.6% |
| 162 | 1 | 3.6% |
| 294 | 1 | 3.6% |
| 920 | 1 | 3.6% |
| 1193 | 1 | 3.6% |
| 2505 | 1 | 3.6% |
| Value | Count | Frequency (%) |
| 2876 | 1 | |
| 2505 | 1 | |
| 1193 | 1 | |
| 920 | 1 | |
| 294 | 1 | |
| 162 | 1 | |
| 104 | 1 | |
| 67 | 1 | |
| 66 | 1 | |
| 11 | 1 |
LED(50~100W)(개소)
Real number (ℝ)
HIGH CORRELATION MISSING ZEROS
| Distinct | 26 |
|---|---|
| Distinct (%) | 96.3% |
| Missing | 1 |
| Missing (%) | 3.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2762.5926 |
| Minimum | 0 |
|---|---|
| Maximum | 20229 |
| Zeros | 2 |
| Zeros (%) | 7.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 384.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 19.8 |
| Q1 | 408.5 |
| median | 1319 |
| Q3 | 2420.5 |
| 95-th percentile | 11167.8 |
| Maximum | 20229 |
| Range | 20229 |
| Interquartile range (IQR) | 2012 |
Descriptive statistics
| Standard deviation | 4445.1437 |
|---|---|
| Coefficient of variation (CV) | 1.6090478 |
| Kurtosis | 9.4482268 |
| Mean | 2762.5926 |
| Median Absolute Deviation (MAD) | 982 |
| Skewness | 2.9522327 |
| Sum | 74590 |
| Variance | 19759302 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=26)
| Value | Count | Frequency (%) |
| 0 | 2 | 7.1% |
| 2100 | 1 | 3.6% |
| 831 | 1 | 3.6% |
| 1996 | 1 | 3.6% |
| 2154 | 1 | 3.6% |
| 590 | 1 | 3.6% |
| 1007 | 1 | 3.6% |
| 175 | 1 | 3.6% |
| 480 | 1 | 3.6% |
| 8050 | 1 | 3.6% |
| Other values (16) | 16 |
| Value | Count | Frequency (%) |
| 0 | 2 | |
| 66 | 1 | |
| 175 | 1 | |
| 179 | 1 | |
| 189 | 1 | |
| 337 | 1 | |
| 480 | 1 | |
| 590 | 1 | |
| 831 | 1 | |
| 1007 | 1 |
| Value | Count | Frequency (%) |
| 20229 | 1 | |
| 12504 | 1 | |
| 8050 | 1 | |
| 5497 | 1 | |
| 3722 | 1 | |
| 2914 | 1 | |
| 2687 | 1 | |
| 2154 | 1 | |
| 2114 | 1 | |
| 2100 | 1 |
LED(101~120W)(개소)
Real number (ℝ)
HIGH CORRELATION MISSING ZEROS
| Distinct | 19 |
|---|---|
| Distinct (%) | 82.6% |
| Missing | 5 |
| Missing (%) | 17.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 937.82609 |
| Minimum | 0 |
|---|---|
| Maximum | 5745 |
| Zeros | 5 |
| Zeros (%) | 17.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 384.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 15.5 |
| median | 111 |
| Q3 | 721.5 |
| 95-th percentile | 4941.8 |
| Maximum | 5745 |
| Range | 5745 |
| Interquartile range (IQR) | 706 |
Descriptive statistics
| Standard deviation | 1681.3062 |
|---|---|
| Coefficient of variation (CV) | 1.7927697 |
| Kurtosis | 3.2641128 |
| Mean | 937.82609 |
| Median Absolute Deviation (MAD) | 111 |
| Skewness | 2.0619367 |
| Sum | 21570 |
| Variance | 2826790.6 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=19)
| Value | Count | Frequency (%) |
| 0 | 5 | |
| 26 | 1 | 3.6% |
| 422 | 1 | 3.6% |
| 1012 | 1 | 3.6% |
| 111 | 1 | 3.6% |
| 3446 | 1 | 3.6% |
| 41 | 1 | 3.6% |
| 363 | 1 | 3.6% |
| 159 | 1 | 3.6% |
| 322 | 1 | 3.6% |
| Other values (9) | 9 | |
| (Missing) | 5 |
| Value | Count | Frequency (%) |
| 0 | 5 | |
| 5 | 1 | 3.6% |
| 26 | 1 | 3.6% |
| 41 | 1 | 3.6% |
| 88 | 1 | 3.6% |
| 101 | 1 | 3.6% |
| 106 | 1 | 3.6% |
| 111 | 1 | 3.6% |
| 159 | 1 | 3.6% |
| 322 | 1 | 3.6% |
| Value | Count | Frequency (%) |
| 5745 | 1 | |
| 5108 | 1 | |
| 3446 | 1 | |
| 2883 | 1 | |
| 1201 | 1 | |
| 1012 | 1 | |
| 431 | 1 | |
| 422 | 1 | |
| 363 | 1 | |
| 322 | 1 |
LED(121~150W)(개소)
Real number (ℝ)
HIGH CORRELATION MISSING ZEROS
| Distinct | 25 |
|---|---|
| Distinct (%) | 96.2% |
| Missing | 2 |
| Missing (%) | 7.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2761.1923 |
| Minimum | 0 |
|---|---|
| Maximum | 10586 |
| Zeros | 2 |
| Zeros (%) | 7.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 384.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 16 |
| Q1 | 269.5 |
| median | 1619 |
| Q3 | 4472.75 |
| 95-th percentile | 8188.5 |
| Maximum | 10586 |
| Range | 10586 |
| Interquartile range (IQR) | 4203.25 |
Descriptive statistics
| Standard deviation | 3037.2677 |
|---|---|
| Coefficient of variation (CV) | 1.0999841 |
| Kurtosis | 0.34784329 |
| Mean | 2761.1923 |
| Median Absolute Deviation (MAD) | 1538 |
| Skewness | 1.1183435 |
| Sum | 71791 |
| Variance | 9224995 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=25)
| Value | Count | Frequency (%) |
| 0 | 2 | 7.1% |
| 1319 | 1 | 3.6% |
| 1260 | 1 | 3.6% |
| 1919 | 1 | 3.6% |
| 295 | 1 | 3.6% |
| 243 | 1 | 3.6% |
| 2011 | 1 | 3.6% |
| 470 | 1 | 3.6% |
| 462 | 1 | 3.6% |
| 1314 | 1 | 3.6% |
| Other values (15) | 15 | |
| (Missing) | 2 | 7.1% |
| Value | Count | Frequency (%) |
| 0 | 2 | |
| 64 | 1 | |
| 68 | 1 | |
| 94 | 1 | |
| 243 | 1 | |
| 261 | 1 | |
| 295 | 1 | |
| 462 | 1 | |
| 470 | 1 | |
| 1260 | 1 |
| Value | Count | Frequency (%) |
| 10586 | 1 | |
| 8425 | 1 | |
| 7479 | 1 | |
| 7260 | 1 | |
| 5711 | 1 | |
| 5108 | 1 | |
| 4672 | 1 | |
| 3875 | 1 | |
| 3836 | 1 | |
| 3103 | 1 |
LED(151W이상)(개소)
Real number (ℝ)
HIGH CORRELATION MISSING ZEROS
| Distinct | 9 |
|---|---|
| Distinct (%) | 90.0% |
| Missing | 18 |
| Missing (%) | 64.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 119.9 |
| Minimum | 0 |
|---|---|
| Maximum | 568 |
| Zeros | 2 |
| Zeros (%) | 7.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 384.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 6.75 |
| median | 28 |
| Q3 | 141 |
| 95-th percentile | 442 |
| Maximum | 568 |
| Range | 568 |
| Interquartile range (IQR) | 134.25 |
Descriptive statistics
| Standard deviation | 182.86999 |
|---|---|
| Coefficient of variation (CV) | 1.5251876 |
| Kurtosis | 3.8588746 |
| Mean | 119.9 |
| Median Absolute Deviation (MAD) | 28 |
| Skewness | 1.9718565 |
| Sum | 1199 |
| Variance | 33441.433 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=9)
| Value | Count | Frequency (%) |
| 0 | 2 | 7.1% |
| 146 | 1 | 3.6% |
| 568 | 1 | 3.6% |
| 126 | 1 | 3.6% |
| 288 | 1 | 3.6% |
| 40 | 1 | 3.6% |
| 9 | 1 | 3.6% |
| 6 | 1 | 3.6% |
| 16 | 1 | 3.6% |
| (Missing) | 18 |
| Value | Count | Frequency (%) |
| 0 | 2 | |
| 6 | 1 | |
| 9 | 1 | |
| 16 | 1 | |
| 40 | 1 | |
| 126 | 1 | |
| 146 | 1 | |
| 288 | 1 | |
| 568 | 1 |
| Value | Count | Frequency (%) |
| 568 | 1 | |
| 288 | 1 | |
| 146 | 1 | |
| 126 | 1 | |
| 40 | 1 | |
| 16 | 1 | |
| 9 | 1 | |
| 6 | 1 | |
| 0 | 2 |
기타
Text
MISSING
| Distinct | 7 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 21 |
| Missing (%) | 75.0% |
| Memory size | 356.0 B |
Length
| Max length | 5 |
|---|---|
| Median length | 3 |
| Mean length | 3.1428571 |
| Min length | 1 |
Characters and Unicode
| Total characters | 22 |
|---|---|
| Distinct characters | 10 |
| Distinct categories | 2 ? |
| 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 | 7 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | 226 |
|---|---|
| 2nd row | 2,796 |
| 3rd row | 0 |
| 4th row | 1,267 |
| 5th row | 17 |
| Value | Count | Frequency (%) |
| 226 | 1 | |
| 2,796 | 1 | |
| 0 | 1 | |
| 1,267 | 1 | |
| 17 | 1 | |
| 536 | 1 | |
| 264 | 1 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 5 | |
| 6 | 5 | |
| 7 | 3 | |
| , | 2 | 9.1% |
| 1 | 2 | 9.1% |
| 9 | 1 | 4.5% |
| 0 | 1 | 4.5% |
| 5 | 1 | 4.5% |
| 3 | 1 | 4.5% |
| 4 | 1 | 4.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 20 | |
| Other Punctuation | 2 | 9.1% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 5 | |
| 6 | 5 | |
| 7 | 3 | |
| 1 | 2 | 10.0% |
| 9 | 1 | 5.0% |
| 0 | 1 | 5.0% |
| 5 | 1 | 5.0% |
| 3 | 1 | 5.0% |
| 4 | 1 | 5.0% |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 2 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 22 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 2 | 5 | |
| 6 | 5 | |
| 7 | 3 | |
| , | 2 | 9.1% |
| 1 | 2 | 9.1% |
| 9 | 1 | 4.5% |
| 0 | 1 | 4.5% |
| 5 | 1 | 4.5% |
| 3 | 1 | 4.5% |
| 4 | 1 | 4.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 22 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 2 | 5 | |
| 6 | 5 | |
| 7 | 3 | |
| , | 2 | 9.1% |
| 1 | 2 | 9.1% |
| 9 | 1 | 4.5% |
| 0 | 1 | 4.5% |
| 5 | 1 | 4.5% |
| 3 | 1 | 4.5% |
| 4 | 1 | 4.5% |
| 시군명 | 나트륨(100W미만)(개소) | 나트륨(100~200W)(개소) | 나트륨(201~300W)(개소) | 나트륨(301~400W)(개소) | 메탈(100W미만)(개소) | 메탈(100~150W)(개소) | 메탈(151~300W)(개소) | 메탈(301~400W)(개소) | LED(50W미만)(개소) | LED(50~100W)(개소) | LED(101~120W)(개소) | LED(121~150W)(개소) | LED(151W이상)(개소) | 기타 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 시군명 | 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 |
| 나트륨(100W미만)(개소) | 1.000 | 1.000 | 0.000 | 0.000 | NaN | 0.000 | 0.165 | 0.834 | 0.000 | 1.000 | 1.000 | 0.834 | 0.416 | 1.000 | 1.000 |
| 나트륨(100~200W)(개소) | 1.000 | 0.000 | 1.000 | 0.691 | 0.000 | 0.000 | 0.000 | 0.663 | 0.000 | 0.000 | 0.302 | 0.000 | 0.776 | 0.000 | 1.000 |
| 나트륨(201~300W)(개소) | 1.000 | 0.000 | 0.691 | 1.000 | 0.000 | 0.000 | 0.858 | 0.363 | 0.000 | 0.198 | 0.000 | 0.659 | 0.000 | 0.000 | 1.000 |
| 나트륨(301~400W)(개소) | 1.000 | NaN | 0.000 | 0.000 | 1.000 | NaN | 0.000 | 0.323 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | NaN | NaN |
| 메탈(100W미만)(개소) | 1.000 | 0.000 | 0.000 | 0.000 | NaN | 1.000 | 0.840 | 0.181 | 1.000 | 0.487 | 0.568 | 1.000 | 1.000 | 1.000 | 1.000 |
| 메탈(100~150W)(개소) | 1.000 | 0.165 | 0.000 | 0.858 | 0.000 | 0.840 | 1.000 | 0.885 | 0.000 | 0.718 | 0.000 | 0.807 | 0.000 | 0.744 | 1.000 |
| 메탈(151~300W)(개소) | 1.000 | 0.834 | 0.663 | 0.363 | 0.323 | 0.181 | 0.885 | 1.000 | 0.328 | 0.404 | 0.444 | 0.757 | 0.679 | 0.591 | 1.000 |
| 메탈(301~400W)(개소) | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.328 | 1.000 | 0.000 | 0.799 | 0.863 | 0.985 | 1.000 | 1.000 |
| LED(50W미만)(개소) | 1.000 | 1.000 | 0.000 | 0.198 | 0.000 | 0.487 | 0.718 | 0.404 | 0.000 | 1.000 | 0.629 | 0.600 | 0.485 | 0.568 | 1.000 |
| LED(50~100W)(개소) | 1.000 | 1.000 | 0.302 | 0.000 | 0.000 | 0.568 | 0.000 | 0.444 | 0.799 | 0.629 | 1.000 | 0.785 | 0.806 | 0.877 | 1.000 |
| LED(101~120W)(개소) | 1.000 | 0.834 | 0.000 | 0.659 | 0.000 | 1.000 | 0.807 | 0.757 | 0.863 | 0.600 | 0.785 | 1.000 | 0.593 | 0.863 | 1.000 |
| LED(121~150W)(개소) | 1.000 | 0.416 | 0.776 | 0.000 | 0.000 | 1.000 | 0.000 | 0.679 | 0.985 | 0.485 | 0.806 | 0.593 | 1.000 | 0.897 | 1.000 |
| LED(151W이상)(개소) | 1.000 | 1.000 | 0.000 | 0.000 | NaN | 1.000 | 0.744 | 0.591 | 1.000 | 0.568 | 0.877 | 0.863 | 0.897 | 1.000 | 1.000 |
| 기타 | 1.000 | 1.000 | 1.000 | 1.000 | NaN | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
| 나트륨(100~200W)(개소) | 나트륨(201~300W)(개소) | 나트륨(301~400W)(개소) | 메탈(100W미만)(개소) | 메탈(100~150W)(개소) | 메탈(151~300W)(개소) | 메탈(301~400W)(개소) | LED(50W미만)(개소) | LED(50~100W)(개소) | LED(101~120W)(개소) | LED(121~150W)(개소) | LED(151W이상)(개소) | 나트륨(100W미만)(개소) | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 나트륨(100~200W)(개소) | 1.000 | 0.424 | -0.135 | 0.161 | 0.026 | 0.329 | 0.272 | -0.145 | 0.298 | 0.012 | 0.348 | -0.064 | 0.000 |
| 나트륨(201~300W)(개소) | 0.424 | 1.000 | 0.180 | 0.055 | 0.351 | 0.308 | -0.162 | -0.281 | -0.227 | 0.354 | -0.378 | -0.158 | 0.000 |
| 나트륨(301~400W)(개소) | -0.135 | 0.180 | 1.000 | 0.625 | -0.247 | 0.215 | 0.293 | -0.182 | -0.446 | 0.119 | -0.452 | 0.357 | 1.000 |
| 메탈(100W미만)(개소) | 0.161 | 0.055 | 0.625 | 1.000 | -0.006 | 0.012 | 0.784 | 0.527 | -0.169 | 0.634 | -0.128 | 0.235 | 0.000 |
| 메탈(100~150W)(개소) | 0.026 | 0.351 | -0.247 | -0.006 | 1.000 | 0.228 | -0.247 | -0.243 | -0.159 | -0.159 | -0.283 | 0.503 | 0.000 |
| 메탈(151~300W)(개소) | 0.329 | 0.308 | 0.215 | 0.012 | 0.228 | 1.000 | 0.120 | 0.118 | 0.205 | 0.001 | 0.248 | 0.413 | 0.333 |
| 메탈(301~400W)(개소) | 0.272 | -0.162 | 0.293 | 0.784 | -0.247 | 0.120 | 1.000 | 0.009 | 0.179 | 0.090 | 0.399 | 0.397 | 0.000 |
| LED(50W미만)(개소) | -0.145 | -0.281 | -0.182 | 0.527 | -0.243 | 0.118 | 0.009 | 1.000 | 0.592 | 0.266 | 0.406 | 0.243 | 0.816 |
| LED(50~100W)(개소) | 0.298 | -0.227 | -0.446 | -0.169 | -0.159 | 0.205 | 0.179 | 0.592 | 1.000 | 0.209 | 0.646 | 0.292 | 0.816 |
| LED(101~120W)(개소) | 0.012 | 0.354 | 0.119 | 0.634 | -0.159 | 0.001 | 0.090 | 0.266 | 0.209 | 1.000 | 0.007 | 0.064 | 0.333 |
| LED(121~150W)(개소) | 0.348 | -0.378 | -0.452 | -0.128 | -0.283 | 0.248 | 0.399 | 0.406 | 0.646 | 0.007 | 1.000 | 0.268 | 0.000 |
| LED(151W이상)(개소) | -0.064 | -0.158 | 0.357 | 0.235 | 0.503 | 0.413 | 0.397 | 0.243 | 0.292 | 0.064 | 0.268 | 1.000 | 0.816 |
| 나트륨(100W미만)(개소) | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.333 | 0.000 | 0.816 | 0.816 | 0.333 | 0.000 | 0.816 | 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.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
| 시군명 | 나트륨(100W미만)(개소) | 나트륨(100~200W)(개소) | 나트륨(201~300W)(개소) | 나트륨(301~400W)(개소) | 메탈(100W미만)(개소) | 메탈(100~150W)(개소) | 메탈(151~300W)(개소) | 메탈(301~400W)(개소) | LED(50W미만)(개소) | LED(50~100W)(개소) | LED(101~120W)(개소) | LED(121~150W)(개소) | LED(151W이상)(개소) | 기타 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 가평군 | <NA> | 8 | <NA> | <NA> | 6421 | <NA> | <NA> | <NA> | 2505 | 2100 | <NA> | <NA> | <NA> | <NA> |
| 1 | 고양시 | <NA> | 329 | 3821 | 0 | <NA> | 5812 | 16627 | <NA> | <NA> | 1319 | <NA> | 7479 | <NA> | <NA> |
| 2 | 광명시 | <NA> | 18 | 1869 | <NA> | <NA> | <NA> | 10 | <NA> | 66 | 1009 | 322 | 1319 | 146 | 226 |
| 3 | 광주시 | <NA> | 0 | 0 | 0 | <NA> | 6830 | 0 | 0 | 0 | 337 | 0 | 94 | <NA> | <NA> |
| 4 | 구리시 | <NA> | 163 | 290 | 280 | <NA> | 53 | 63 | 33 | 0 | 1070 | 0 | 3875 | <NA> | <NA> |
| 5 | 군포시 | 67 | 173 | <NA> | <NA> | <NA> | 166 | <NA> | <NA> | <NA> | 1873 | <NA> | 4672 | <NA> | 2,796 |
| 6 | 김포시 | <NA> | 36 | 2239 | 3417 | <NA> | 7560 | 2358 | 30 | 0 | 66 | 101 | 64 | <NA> | <NA> |
| 7 | 남양주시 | <NA> | 0 | 0 | 0 | 0 | 12969 | 6094 | 0 | 294 | 20229 | 0 | 7260 | 568 | <NA> |
| 8 | 부천시 | 0 | 2734 | 4307 | 0 | 0 | 4432 | 3222 | 0 | 0 | 3722 | 0 | 1956 | 0 | 0 |
| 9 | 성남시 | <NA> | 417 | 13034 | 1090 | <NA> | 4065 | 849 | 0 | 0 | 179 | 106 | 68 | <NA> | <NA> |
| 시군명 | 나트륨(100W미만)(개소) | 나트륨(100~200W)(개소) | 나트륨(201~300W)(개소) | 나트륨(301~400W)(개소) | 메탈(100W미만)(개소) | 메탈(100~150W)(개소) | 메탈(151~300W)(개소) | 메탈(301~400W)(개소) | LED(50W미만)(개소) | LED(50~100W)(개소) | LED(101~120W)(개소) | LED(121~150W)(개소) | LED(151W이상)(개소) | 기타 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 18 | 연천군 | <NA> | 97 | 365 | <NA> | 222 | 1249 | 245 | <NA> | <NA> | 2687 | 159 | 261 | <NA> | <NA> |
| 19 | 오산시 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 8050 | 363 | 1314 | <NA> | <NA> |
| 20 | 용인시 | <NA> | 946 | 16256 | 0 | <NA> | 6963 | 1517 | 0 | 0 | 480 | 41 | 462 | <NA> | <NA> |
| 21 | 의왕시 | <NA> | 0 | 1639 | 322 | <NA> | 2133 | 686 | 36 | 0 | 175 | 0 | 470 | <NA> | <NA> |
| 22 | 의정부시 | <NA> | 239 | <NA> | <NA> | <NA> | 9026 | 85 | <NA> | <NA> | 1007 | <NA> | 2011 | <NA> | <NA> |
| 23 | 이천시 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 0 | 590 | 3446 | 243 | <NA> | <NA> |
| 24 | 파주시 | <NA> | 0 | 1700 | 13202 | <NA> | 1300 | 6580 | 0 | 0 | 0 | 111 | 295 | <NA> | <NA> |
| 25 | 평택시 | <NA> | 0 | 8518 | 0 | <NA> | 12358 | 0 | 0 | 0 | 0 | 1012 | 0 | <NA> | <NA> |
| 26 | 포천시 | <NA> | 1 | 1894 | <NA> | 3 | 56 | 312 | <NA> | 11 | 2154 | 422 | 1919 | 6 | <NA> |
| 27 | 하남시 | <NA> | 79 | 1770 | 22 | 539 | 389 | 1347 | 1 | 1193 | 1996 | 26 | 1260 | 16 | <NA> |