Dataset statistics
| Number of variables | 20 |
|---|---|
| Number of observations | 372 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 64.1 KiB |
| Average record size in memory | 176.4 B |
Variable types
| Categorical | 7 |
|---|---|
| Numeric | 13 |
Dataset
| Description | - 사업기간 : 2023년 4월 ~ 10월- 사업지점: 인천내 도심6개소 및 도서 6개소*도심6개소: 부평구 부평동, 서구 연희동 및 백석동, 계양구 선주지동, 중구 운남동도서 6개소: 강화읍 대산리 및 월곳리, 송해면 숭뢰리 및 솔정리, 삼산면 석모리, 교동면 대룡리, 선원명 금월리- 내 용 : 유문등을 이용한 모기채집 후 종분류 등을 통해 모기 개체수 증감 및 우점종 변화추이 확인 |
|---|---|
| Author | 인천광역시 |
| URL | https://www.data.go.kr/data/15075884/fileData.do |
이나토미집모기 has constant value "" | Constant |
연중주수 is highly overall correlated with 월 and 1 other fields | High correlation |
주 is highly overall correlated with 연중주수 | High correlation |
월 is highly overall correlated with 연중주수 | High correlation |
얼룩날개모기류 is highly overall correlated with 동양집모기 and 1 other fields | High correlation |
동양집모기 is highly overall correlated with 얼룩날개모기류 and 1 other fields | High correlation |
빨간집모기 is highly overall correlated with 노랑늪모기 | High correlation |
금빛숲모기 is highly overall correlated with 한국숲모기 | High correlation |
한국숲모기 is highly overall correlated with 금빛숲모기 | High correlation |
큰검정들모기 is highly overall correlated with 얼룩날개모기류 and 1 other fields | High correlation |
노랑늪모기 is highly overall correlated with 빨간집모기 | High correlation |
노랑늪모기 is highly imbalanced (89.6%) | Imbalance |
등줄숲모기 is highly imbalanced (86.4%) | Imbalance |
얼룩날개모기류 has 138 (37.1%) zeros | Zeros |
반점날개집모기 has 281 (75.5%) zeros | Zeros |
동양집모기 has 197 (53.0%) zeros | Zeros |
빨간집모기 has 43 (11.6%) zeros | Zeros |
작은빨간집모기 has 322 (86.6%) zeros | Zeros |
줄다리집모기 has 341 (91.7%) zeros | Zeros |
반점날개늪모기 has 356 (95.7%) zeros | Zeros |
흰줄숲모기 has 272 (73.1%) zeros | Zeros |
금빛숲모기 has 163 (43.8%) zeros | Zeros |
한국숲모기 has 138 (37.1%) zeros | Zeros |
토고숲모기 has 327 (87.9%) zeros | Zeros |
큰검정들모기 has 185 (49.7%) zeros | Zeros |
금빛어깨숲모기 has 360 (96.8%) zeros | Zeros |
Reproduction
| Analysis started | 2024-04-21 01:42:36.516788 |
|---|---|
| Analysis finished | 2024-04-21 01:42:54.330897 |
| Duration | 17.81 seconds |
| Software version | ydata-profiling vv4.5.1 |
| Download configuration | config.json |
월
Categorical
HIGH CORRELATION
| Distinct | 8 |
|---|---|
| Distinct (%) | 2.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.0 KiB |
| 06월 | |
|---|---|
| 08월 | |
| 04월 | |
| 05월 | |
| 07월 | |
| Other values (3) |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 04월 |
|---|---|
| 2nd row | 04월 |
| 3rd row | 04월 |
| 4th row | 04월 |
| 5th row | 04월 |
Common Values
| Value | Count | Frequency (%) |
| 06월 | 60 | |
| 08월 | 60 | |
| 04월 | 48 | |
| 05월 | 48 | |
| 07월 | 48 | |
| 09월 | 48 | |
| 10월 | 48 | |
| 11월 | 12 | 3.2% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 06월 | 60 | |
| 08월 | 60 | |
| 04월 | 48 | |
| 05월 | 48 | |
| 07월 | 48 | |
| 09월 | 48 | |
| 10월 | 48 | |
| 11월 | 12 | 3.2% |
주
Categorical
HIGH CORRELATION
| Distinct | 5 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.0 KiB |
| 1주 | |
|---|---|
| 2주 | |
| 3주 | |
| 4주 | |
| 5주 |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1주 |
|---|---|
| 2nd row | 1주 |
| 3rd row | 1주 |
| 4th row | 1주 |
| 5th row | 1주 |
Common Values
| Value | Count | Frequency (%) |
| 1주 | 96 | |
| 2주 | 84 | |
| 3주 | 84 | |
| 4주 | 84 | |
| 5주 | 24 | 6.5% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1주 | 96 | |
| 2주 | 84 | |
| 3주 | 84 | |
| 4주 | 84 | |
| 5주 | 24 | 6.5% |
연중주수
Categorical
HIGH CORRELATION
| Distinct | 31 |
|---|---|
| Distinct (%) | 8.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.0 KiB |
| 14주 | 12 |
|---|---|
| 15주 | 12 |
| 16주 | 12 |
| 17주 | 12 |
| 18주 | 12 |
| Other values (26) |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 14주 |
|---|---|
| 2nd row | 14주 |
| 3rd row | 14주 |
| 4th row | 14주 |
| 5th row | 14주 |
Common Values
| Value | Count | Frequency (%) |
| 14주 | 12 | 3.2% |
| 15주 | 12 | 3.2% |
| 16주 | 12 | 3.2% |
| 17주 | 12 | 3.2% |
| 18주 | 12 | 3.2% |
| 19주 | 12 | 3.2% |
| 20주 | 12 | 3.2% |
| 21주 | 12 | 3.2% |
| 22주 | 12 | 3.2% |
| 23주 | 12 | 3.2% |
| Other values (21) | 252 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 14주 | 12 | 3.2% |
| 30주 | 12 | 3.2% |
| 43주 | 12 | 3.2% |
| 42주 | 12 | 3.2% |
| 41주 | 12 | 3.2% |
| 40주 | 12 | 3.2% |
| 39주 | 12 | 3.2% |
| 38주 | 12 | 3.2% |
| 37주 | 12 | 3.2% |
| 36주 | 12 | 3.2% |
| Other values (21) | 252 |
장소
Categorical
| Distinct | 12 |
|---|---|
| Distinct (%) | 3.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.0 KiB |
| 계양구 선주지동 | |
|---|---|
| 부평구 부평동 | |
| 서구 청라동 | |
| 서구 백석동 | |
| 중구 운남동 (영종도) | |
| Other values (7) |
Length
| Max length | 13 |
|---|---|
| Median length | 13 |
| Mean length | 10.833333 |
| Min length | 6 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 계양구 선주지동 |
|---|---|
| 2nd row | 부평구 부평동 |
| 3rd row | 서구 청라동 |
| 4th row | 서구 백석동 |
| 5th row | 중구 운남동 (영종도) |
Common Values
| Value | Count | Frequency (%) |
| 계양구 선주지동 | 31 | |
| 부평구 부평동 | 31 | |
| 서구 청라동 | 31 | |
| 서구 백석동 | 31 | |
| 중구 운남동 (영종도) | 31 | |
| 강화군 송해면 (숭뢰리) | 31 | |
| 강화군 송해면 (솔정리) | 31 | |
| 강화군 선원면 (금월리) | 31 | |
| 강화군 삼산면 (석모리) | 31 | |
| 강화군 교동면 (대룡리) | 31 | |
| Other values (2) | 62 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 강화군 | 217 | |
| 송해면 | 62 | 6.2% |
| 강화읍 | 62 | 6.2% |
| 서구 | 62 | 6.2% |
| 솔정리 | 31 | 3.1% |
| 대산리 | 31 | 3.1% |
| 대룡리 | 31 | 3.1% |
| 교동면 | 31 | 3.1% |
| 석모리 | 31 | 3.1% |
| 삼산면 | 31 | 3.1% |
| Other values (13) | 403 |
얼룩날개모기류
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 61 |
|---|---|
| Distinct (%) | 16.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.163978 |
| Minimum | 0 |
|---|---|
| Maximum | 260 |
| Zeros | 138 |
| Zeros (%) | 37.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 2 |
| Q3 | 8 |
| 95-th percentile | 55.9 |
| Maximum | 260 |
| Range | 260 |
| Interquartile range (IQR) | 8 |
Descriptive statistics
| Standard deviation | 25.950658 |
|---|---|
| Coefficient of variation (CV) | 2.3244991 |
| Kurtosis | 33.208358 |
| Mean | 11.163978 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 4.8646078 |
| Sum | 4153 |
| Variance | 673.43665 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 138 | |
| 1 | 44 | 11.8% |
| 2 | 27 | 7.3% |
| 3 | 26 | 7.0% |
| 4 | 17 | 4.6% |
| 7 | 11 | 3.0% |
| 6 | 7 | 1.9% |
| 14 | 6 | 1.6% |
| 5 | 6 | 1.6% |
| 16 | 4 | 1.1% |
| Other values (51) | 86 |
| Value | Count | Frequency (%) |
| 0 | 138 | |
| 1 | 44 | 11.8% |
| 2 | 27 | 7.3% |
| 3 | 26 | 7.0% |
| 4 | 17 | 4.6% |
| 5 | 6 | 1.6% |
| 6 | 7 | 1.9% |
| 7 | 11 | 3.0% |
| 8 | 4 | 1.1% |
| 9 | 1 | 0.3% |
| Value | Count | Frequency (%) |
| 260 | 1 | 0.3% |
| 206 | 1 | 0.3% |
| 113 | 1 | 0.3% |
| 109 | 1 | 0.3% |
| 105 | 3 | |
| 95 | 1 | 0.3% |
| 91 | 2 | |
| 87 | 1 | 0.3% |
| 86 | 1 | 0.3% |
| 79 | 1 | 0.3% |
이나토미집모기
Categorical
CONSTANT
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.0 KiB |
| 0 |
|---|
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 372 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 372 |
반점날개집모기
Real number (ℝ)
ZEROS
| Distinct | 24 |
|---|---|
| Distinct (%) | 6.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.6344086 |
| Minimum | 0 |
|---|---|
| Maximum | 120 |
| Zeros | 281 |
| Zeros (%) | 75.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 7.45 |
| Maximum | 120 |
| Range | 120 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 7.8582934 |
|---|---|
| Coefficient of variation (CV) | 4.8080348 |
| Kurtosis | 143.93396 |
| Mean | 1.6344086 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 10.608149 |
| Sum | 608 |
| Variance | 61.752775 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=24)
| Value | Count | Frequency (%) |
| 0 | 281 | |
| 1 | 43 | 11.6% |
| 2 | 14 | 3.8% |
| 3 | 7 | 1.9% |
| 4 | 4 | 1.1% |
| 5 | 3 | 0.8% |
| 15 | 2 | 0.5% |
| 9 | 2 | 0.5% |
| 22 | 1 | 0.3% |
| 8 | 1 | 0.3% |
| Other values (14) | 14 | 3.8% |
| Value | Count | Frequency (%) |
| 0 | 281 | |
| 1 | 43 | 11.6% |
| 2 | 14 | 3.8% |
| 3 | 7 | 1.9% |
| 4 | 4 | 1.1% |
| 5 | 3 | 0.8% |
| 7 | 1 | 0.3% |
| 8 | 1 | 0.3% |
| 9 | 2 | 0.5% |
| 10 | 1 | 0.3% |
| Value | Count | Frequency (%) |
| 120 | 1 | |
| 45 | 1 | |
| 39 | 1 | |
| 35 | 1 | |
| 31 | 1 | |
| 24 | 1 | |
| 22 | 1 | |
| 20 | 1 | |
| 18 | 1 | |
| 17 | 1 |
동양집모기
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 33 |
|---|---|
| Distinct (%) | 8.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.1854839 |
| Minimum | 0 |
|---|---|
| Maximum | 100 |
| Zeros | 197 |
| Zeros (%) | 53.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 3 |
| 95-th percentile | 23 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 10.616851 |
|---|---|
| Coefficient of variation (CV) | 2.5365887 |
| Kurtosis | 29.628747 |
| Mean | 4.1854839 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.8186049 |
| Sum | 1557 |
| Variance | 112.71752 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=33)
| Value | Count | Frequency (%) |
| 0 | 197 | |
| 1 | 44 | 11.8% |
| 2 | 24 | 6.5% |
| 3 | 15 | 4.0% |
| 6 | 13 | 3.5% |
| 4 | 12 | 3.2% |
| 5 | 10 | 2.7% |
| 8 | 6 | 1.6% |
| 10 | 5 | 1.3% |
| 13 | 5 | 1.3% |
| Other values (23) | 41 | 11.0% |
| Value | Count | Frequency (%) |
| 0 | 197 | |
| 1 | 44 | 11.8% |
| 2 | 24 | 6.5% |
| 3 | 15 | 4.0% |
| 4 | 12 | 3.2% |
| 5 | 10 | 2.7% |
| 6 | 13 | 3.5% |
| 7 | 4 | 1.1% |
| 8 | 6 | 1.6% |
| 9 | 4 | 1.1% |
| Value | Count | Frequency (%) |
| 100 | 1 | |
| 79 | 1 | |
| 64 | 1 | |
| 51 | 1 | |
| 45 | 2 | |
| 43 | 2 | |
| 42 | 1 | |
| 39 | 2 | |
| 33 | 1 | |
| 32 | 1 |
빨간집모기
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 83 |
|---|---|
| Distinct (%) | 22.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 19.989247 |
| Minimum | 0 |
|---|---|
| Maximum | 371 |
| Zeros | 43 |
| Zeros (%) | 11.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 7 |
| Q3 | 20 |
| 95-th percentile | 81.35 |
| Maximum | 371 |
| Range | 371 |
| Interquartile range (IQR) | 18 |
Descriptive statistics
| Standard deviation | 39.653688 |
|---|---|
| Coefficient of variation (CV) | 1.9837509 |
| Kurtosis | 31.94817 |
| Mean | 19.989247 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 4.9055 |
| Sum | 7436 |
| Variance | 1572.415 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 43 | 11.6% |
| 2 | 38 | 10.2% |
| 1 | 33 | 8.9% |
| 5 | 22 | 5.9% |
| 3 | 20 | 5.4% |
| 7 | 17 | 4.6% |
| 4 | 16 | 4.3% |
| 8 | 15 | 4.0% |
| 9 | 15 | 4.0% |
| 6 | 10 | 2.7% |
| Other values (73) | 143 |
| Value | Count | Frequency (%) |
| 0 | 43 | |
| 1 | 33 | |
| 2 | 38 | |
| 3 | 20 | |
| 4 | 16 | 4.3% |
| 5 | 22 | |
| 6 | 10 | 2.7% |
| 7 | 17 | 4.6% |
| 8 | 15 | 4.0% |
| 9 | 15 | 4.0% |
| Value | Count | Frequency (%) |
| 371 | 1 | |
| 318 | 1 | |
| 282 | 1 | |
| 226 | 1 | |
| 178 | 1 | |
| 169 | 1 | |
| 134 | 1 | |
| 131 | 1 | |
| 117 | 1 | |
| 114 | 1 |
작은빨간집모기
Real number (ℝ)
ZEROS
| Distinct | 15 |
|---|---|
| Distinct (%) | 4.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.61290323 |
| Minimum | 0 |
|---|---|
| Maximum | 22 |
| Zeros | 322 |
| Zeros (%) | 86.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 4 |
| Maximum | 22 |
| Range | 22 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 2.4649883 |
|---|---|
| Coefficient of variation (CV) | 4.021823 |
| Kurtosis | 43.92557 |
| Mean | 0.61290323 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.1542211 |
| Sum | 228 |
| Variance | 6.0761673 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=15)
| Value | Count | Frequency (%) |
| 0 | 322 | |
| 1 | 17 | 4.6% |
| 2 | 8 | 2.2% |
| 4 | 6 | 1.6% |
| 3 | 4 | 1.1% |
| 5 | 3 | 0.8% |
| 22 | 2 | 0.5% |
| 8 | 2 | 0.5% |
| 6 | 2 | 0.5% |
| 20 | 1 | 0.3% |
| Other values (5) | 5 | 1.3% |
| Value | Count | Frequency (%) |
| 0 | 322 | |
| 1 | 17 | 4.6% |
| 2 | 8 | 2.2% |
| 3 | 4 | 1.1% |
| 4 | 6 | 1.6% |
| 5 | 3 | 0.8% |
| 6 | 2 | 0.5% |
| 7 | 1 | 0.3% |
| 8 | 2 | 0.5% |
| 9 | 1 | 0.3% |
| Value | Count | Frequency (%) |
| 22 | 2 | |
| 20 | 1 | 0.3% |
| 14 | 1 | 0.3% |
| 12 | 1 | 0.3% |
| 10 | 1 | 0.3% |
| 9 | 1 | 0.3% |
| 8 | 2 | |
| 7 | 1 | 0.3% |
| 6 | 2 | |
| 5 | 3 |
줄다리집모기
Real number (ℝ)
ZEROS
| Distinct | 14 |
|---|---|
| Distinct (%) | 3.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.46505376 |
| Minimum | 0 |
|---|---|
| Maximum | 20 |
| Zeros | 341 |
| Zeros (%) | 91.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 2.45 |
| Maximum | 20 |
| Range | 20 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 2.1497481 |
|---|---|
| Coefficient of variation (CV) | 4.6225798 |
| Kurtosis | 41.032351 |
| Mean | 0.46505376 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.0718398 |
| Sum | 173 |
| Variance | 4.621417 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=14)
| Value | Count | Frequency (%) |
| 0 | 341 | |
| 1 | 9 | 2.4% |
| 6 | 5 | 1.3% |
| 5 | 4 | 1.1% |
| 2 | 3 | 0.8% |
| 3 | 2 | 0.5% |
| 9 | 1 | 0.3% |
| 15 | 1 | 0.3% |
| 17 | 1 | 0.3% |
| 4 | 1 | 0.3% |
| Other values (4) | 4 | 1.1% |
| Value | Count | Frequency (%) |
| 0 | 341 | |
| 1 | 9 | 2.4% |
| 2 | 3 | 0.8% |
| 3 | 2 | 0.5% |
| 4 | 1 | 0.3% |
| 5 | 4 | 1.1% |
| 6 | 5 | 1.3% |
| 9 | 1 | 0.3% |
| 10 | 1 | 0.3% |
| 13 | 1 | 0.3% |
| Value | Count | Frequency (%) |
| 20 | 1 | 0.3% |
| 17 | 1 | 0.3% |
| 15 | 1 | 0.3% |
| 14 | 1 | 0.3% |
| 13 | 1 | 0.3% |
| 10 | 1 | 0.3% |
| 9 | 1 | 0.3% |
| 6 | 5 | |
| 5 | 4 | |
| 4 | 1 | 0.3% |
노랑늪모기
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 5 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.0 KiB |
| 0 | |
|---|---|
| 1 | 5 |
| 2 | 4 |
| 5 | 1 |
| 3 | 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | 0.5% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 361 | |
| 1 | 5 | 1.3% |
| 2 | 4 | 1.1% |
| 5 | 1 | 0.3% |
| 3 | 1 | 0.3% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 361 | |
| 1 | 5 | 1.3% |
| 2 | 4 | 1.1% |
| 5 | 1 | 0.3% |
| 3 | 1 | 0.3% |
반점날개늪모기
Real number (ℝ)
ZEROS
| Distinct | 10 |
|---|---|
| Distinct (%) | 2.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.18817204 |
| Minimum | 0 |
|---|---|
| Maximum | 11 |
| Zeros | 356 |
| Zeros (%) | 95.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 11 |
| Range | 11 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.1072269 |
|---|---|
| Coefficient of variation (CV) | 5.88412 |
| Kurtosis | 52.725722 |
| Mean | 0.18817204 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 7.0010623 |
| Sum | 70 |
| Variance | 1.2259514 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) |
| 0 | 356 | |
| 1 | 5 | 1.3% |
| 9 | 2 | 0.5% |
| 4 | 2 | 0.5% |
| 5 | 2 | 0.5% |
| 6 | 1 | 0.3% |
| 3 | 1 | 0.3% |
| 11 | 1 | 0.3% |
| 7 | 1 | 0.3% |
| 2 | 1 | 0.3% |
| Value | Count | Frequency (%) |
| 0 | 356 | |
| 1 | 5 | 1.3% |
| 2 | 1 | 0.3% |
| 3 | 1 | 0.3% |
| 4 | 2 | 0.5% |
| 5 | 2 | 0.5% |
| 6 | 1 | 0.3% |
| 7 | 1 | 0.3% |
| 9 | 2 | 0.5% |
| 11 | 1 | 0.3% |
| Value | Count | Frequency (%) |
| 11 | 1 | 0.3% |
| 9 | 2 | 0.5% |
| 7 | 1 | 0.3% |
| 6 | 1 | 0.3% |
| 5 | 2 | 0.5% |
| 4 | 2 | 0.5% |
| 3 | 1 | 0.3% |
| 2 | 1 | 0.3% |
| 1 | 5 | 1.3% |
| 0 | 356 |
흰줄숲모기
Real number (ℝ)
ZEROS
| Distinct | 18 |
|---|---|
| Distinct (%) | 4.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.061828 |
| Minimum | 0 |
|---|---|
| Maximum | 30 |
| Zeros | 272 |
| Zeros (%) | 73.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 6.45 |
| Maximum | 30 |
| Range | 30 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 3.1415732 |
|---|---|
| Coefficient of variation (CV) | 2.9586462 |
| Kurtosis | 32.831721 |
| Mean | 1.061828 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.0939927 |
| Sum | 395 |
| Variance | 9.8694824 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=18)
| Value | Count | Frequency (%) |
| 0 | 272 | |
| 1 | 42 | 11.3% |
| 2 | 19 | 5.1% |
| 3 | 10 | 2.7% |
| 4 | 5 | 1.3% |
| 5 | 4 | 1.1% |
| 7 | 3 | 0.8% |
| 10 | 3 | 0.8% |
| 11 | 2 | 0.5% |
| 14 | 2 | 0.5% |
| Other values (8) | 10 | 2.7% |
| Value | Count | Frequency (%) |
| 0 | 272 | |
| 1 | 42 | 11.3% |
| 2 | 19 | 5.1% |
| 3 | 10 | 2.7% |
| 4 | 5 | 1.3% |
| 5 | 4 | 1.1% |
| 6 | 1 | 0.3% |
| 7 | 3 | 0.8% |
| 8 | 1 | 0.3% |
| 9 | 2 | 0.5% |
| Value | Count | Frequency (%) |
| 30 | 1 | 0.3% |
| 25 | 1 | 0.3% |
| 16 | 2 | |
| 14 | 2 | |
| 13 | 1 | 0.3% |
| 12 | 1 | 0.3% |
| 11 | 2 | |
| 10 | 3 | |
| 9 | 2 | |
| 8 | 1 | 0.3% |
금빛숲모기
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 45 |
|---|---|
| Distinct (%) | 12.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.4811828 |
| Minimum | 0 |
|---|---|
| Maximum | 519 |
| Zeros | 163 |
| Zeros (%) | 43.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 6 |
| 95-th percentile | 33.9 |
| Maximum | 519 |
| Range | 519 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 32.386017 |
|---|---|
| Coefficient of variation (CV) | 3.8185732 |
| Kurtosis | 173.29038 |
| Mean | 8.4811828 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 11.893617 |
| Sum | 3155 |
| Variance | 1048.8541 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=45)
| Value | Count | Frequency (%) |
| 0 | 163 | |
| 1 | 34 | 9.1% |
| 2 | 26 | 7.0% |
| 3 | 19 | 5.1% |
| 4 | 15 | 4.0% |
| 6 | 15 | 4.0% |
| 5 | 12 | 3.2% |
| 10 | 8 | 2.2% |
| 8 | 7 | 1.9% |
| 18 | 6 | 1.6% |
| Other values (35) | 67 |
| Value | Count | Frequency (%) |
| 0 | 163 | |
| 1 | 34 | 9.1% |
| 2 | 26 | 7.0% |
| 3 | 19 | 5.1% |
| 4 | 15 | 4.0% |
| 5 | 12 | 3.2% |
| 6 | 15 | 4.0% |
| 7 | 5 | 1.3% |
| 8 | 7 | 1.9% |
| 9 | 6 | 1.6% |
| Value | Count | Frequency (%) |
| 519 | 1 | |
| 203 | 1 | |
| 200 | 1 | |
| 91 | 1 | |
| 68 | 2 | |
| 58 | 1 | |
| 52 | 1 | |
| 51 | 1 | |
| 48 | 1 | |
| 47 | 1 |
한국숲모기
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 39 |
|---|---|
| Distinct (%) | 10.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.577957 |
| Minimum | 0 |
|---|---|
| Maximum | 64 |
| Zeros | 138 |
| Zeros (%) | 37.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 5 |
| 95-th percentile | 28.45 |
| Maximum | 64 |
| Range | 64 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 9.9979431 |
|---|---|
| Coefficient of variation (CV) | 1.7924023 |
| Kurtosis | 8.6666907 |
| Mean | 5.577957 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 2.7809951 |
| Sum | 2075 |
| Variance | 99.958866 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=39)
| Value | Count | Frequency (%) |
| 0 | 138 | |
| 1 | 51 | 13.7% |
| 3 | 33 | 8.9% |
| 2 | 31 | 8.3% |
| 4 | 15 | 4.0% |
| 5 | 13 | 3.5% |
| 6 | 9 | 2.4% |
| 9 | 7 | 1.9% |
| 16 | 7 | 1.9% |
| 12 | 6 | 1.6% |
| Other values (29) | 62 |
| Value | Count | Frequency (%) |
| 0 | 138 | |
| 1 | 51 | 13.7% |
| 2 | 31 | 8.3% |
| 3 | 33 | 8.9% |
| 4 | 15 | 4.0% |
| 5 | 13 | 3.5% |
| 6 | 9 | 2.4% |
| 7 | 4 | 1.1% |
| 8 | 3 | 0.8% |
| 9 | 7 | 1.9% |
| Value | Count | Frequency (%) |
| 64 | 1 | |
| 58 | 1 | |
| 49 | 1 | |
| 45 | 2 | |
| 44 | 2 | |
| 43 | 1 | |
| 42 | 1 | |
| 36 | 2 | |
| 33 | 1 | |
| 32 | 2 |
토고숲모기
Real number (ℝ)
ZEROS
| Distinct | 13 |
|---|---|
| Distinct (%) | 3.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.47043011 |
| Minimum | 0 |
|---|---|
| Maximum | 16 |
| Zeros | 327 |
| Zeros (%) | 87.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 3 |
| Maximum | 16 |
| Range | 16 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.9664811 |
|---|---|
| Coefficient of variation (CV) | 4.1801769 |
| Kurtosis | 35.910259 |
| Mean | 0.47043011 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.7480387 |
| Sum | 175 |
| Variance | 3.8670478 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=13)
| Value | Count | Frequency (%) |
| 0 | 327 | |
| 1 | 22 | 5.9% |
| 3 | 5 | 1.3% |
| 2 | 3 | 0.8% |
| 4 | 3 | 0.8% |
| 11 | 2 | 0.5% |
| 16 | 2 | 0.5% |
| 5 | 2 | 0.5% |
| 6 | 2 | 0.5% |
| 13 | 1 | 0.3% |
| Other values (3) | 3 | 0.8% |
| Value | Count | Frequency (%) |
| 0 | 327 | |
| 1 | 22 | 5.9% |
| 2 | 3 | 0.8% |
| 3 | 5 | 1.3% |
| 4 | 3 | 0.8% |
| 5 | 2 | 0.5% |
| 6 | 2 | 0.5% |
| 7 | 1 | 0.3% |
| 10 | 1 | 0.3% |
| 11 | 2 | 0.5% |
| Value | Count | Frequency (%) |
| 16 | 2 | 0.5% |
| 14 | 1 | 0.3% |
| 13 | 1 | 0.3% |
| 11 | 2 | 0.5% |
| 10 | 1 | 0.3% |
| 7 | 1 | 0.3% |
| 6 | 2 | 0.5% |
| 5 | 2 | 0.5% |
| 4 | 3 | |
| 3 | 5 |
등줄숲모기
Categorical
IMBALANCE
| Distinct | 5 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.0 KiB |
| 0 | |
|---|---|
| 1 | 11 |
| 5 | 2 |
| 2 | 2 |
| 3 | 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.3% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 356 | |
| 1 | 11 | 3.0% |
| 5 | 2 | 0.5% |
| 2 | 2 | 0.5% |
| 3 | 1 | 0.3% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 356 | |
| 1 | 11 | 3.0% |
| 5 | 2 | 0.5% |
| 2 | 2 | 0.5% |
| 3 | 1 | 0.3% |
큰검정들모기
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 45 |
|---|---|
| Distinct (%) | 12.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.5430108 |
| Minimum | 0 |
|---|---|
| Maximum | 106 |
| Zeros | 185 |
| Zeros (%) | 49.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 6 |
| 95-th percentile | 30.35 |
| Maximum | 106 |
| Range | 106 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 14.553212 |
|---|---|
| Coefficient of variation (CV) | 2.2242379 |
| Kurtosis | 17.708417 |
| Mean | 6.5430108 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 3.8659565 |
| Sum | 2434 |
| Variance | 211.79599 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=45)
| Value | Count | Frequency (%) |
| 0 | 185 | |
| 1 | 33 | 8.9% |
| 2 | 22 | 5.9% |
| 3 | 17 | 4.6% |
| 6 | 9 | 2.4% |
| 4 | 9 | 2.4% |
| 8 | 8 | 2.2% |
| 16 | 7 | 1.9% |
| 14 | 7 | 1.9% |
| 20 | 6 | 1.6% |
| Other values (35) | 69 | 18.5% |
| Value | Count | Frequency (%) |
| 0 | 185 | |
| 1 | 33 | 8.9% |
| 2 | 22 | 5.9% |
| 3 | 17 | 4.6% |
| 4 | 9 | 2.4% |
| 5 | 5 | 1.3% |
| 6 | 9 | 2.4% |
| 7 | 6 | 1.6% |
| 8 | 8 | 2.2% |
| 9 | 5 | 1.3% |
| Value | Count | Frequency (%) |
| 106 | 1 | |
| 96 | 1 | |
| 93 | 1 | |
| 85 | 1 | |
| 72 | 1 | |
| 69 | 1 | |
| 68 | 1 | |
| 59 | 1 | |
| 58 | 1 | |
| 55 | 1 |
금빛어깨숲모기
Real number (ℝ)
ZEROS
| Distinct | 6 |
|---|---|
| Distinct (%) | 1.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.072580645 |
| Minimum | 0 |
|---|---|
| Maximum | 7 |
| Zeros | 360 |
| Zeros (%) | 96.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 7 |
| Range | 7 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.52700732 |
|---|---|
| Coefficient of variation (CV) | 7.2609898 |
| Kurtosis | 109.30776 |
| Mean | 0.072580645 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 9.8576409 |
| Sum | 27 |
| Variance | 0.27773672 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 0 | 360 | |
| 1 | 7 | 1.9% |
| 2 | 2 | 0.5% |
| 5 | 1 | 0.3% |
| 7 | 1 | 0.3% |
| 4 | 1 | 0.3% |
| Value | Count | Frequency (%) |
| 0 | 360 | |
| 1 | 7 | 1.9% |
| 2 | 2 | 0.5% |
| 4 | 1 | 0.3% |
| 5 | 1 | 0.3% |
| 7 | 1 | 0.3% |
| Value | Count | Frequency (%) |
| 7 | 1 | 0.3% |
| 5 | 1 | 0.3% |
| 4 | 1 | 0.3% |
| 2 | 2 | 0.5% |
| 1 | 7 | 1.9% |
| 0 | 360 |
| 월 | 주 | 연중주수 | 장소 | 얼룩날개모기류 | 반점날개집모기 | 동양집모기 | 빨간집모기 | 작은빨간집모기 | 줄다리집모기 | 노랑늪모기 | 반점날개늪모기 | 흰줄숲모기 | 금빛숲모기 | 한국숲모기 | 토고숲모기 | 등줄숲모기 | 큰검정들모기 | 금빛어깨숲모기 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 월 | 1.000 | 0.322 | 1.000 | 0.000 | 0.301 | 0.095 | 0.195 | 0.143 | 0.446 | 0.261 | 0.101 | 0.000 | 0.302 | 0.000 | 0.214 | 0.000 | 0.000 | 0.222 | 0.000 |
| 주 | 0.322 | 1.000 | 1.000 | 0.000 | 0.153 | 0.097 | 0.258 | 0.000 | 0.090 | 0.000 | 0.000 | 0.079 | 0.000 | 0.047 | 0.052 | 0.139 | 0.106 | 0.048 | 0.000 |
| 연중주수 | 1.000 | 1.000 | 1.000 | 0.000 | 0.385 | 0.000 | 0.265 | 0.000 | 0.395 | 0.395 | 0.144 | 0.000 | 0.225 | 0.000 | 0.299 | 0.195 | 0.197 | 0.264 | 0.000 |
| 장소 | 0.000 | 0.000 | 0.000 | 1.000 | 0.275 | 0.471 | 0.277 | 0.470 | 0.185 | 0.071 | 0.245 | 0.259 | 0.387 | 0.250 | 0.477 | 0.361 | 0.255 | 0.473 | 0.250 |
| 얼룩날개모기류 | 0.301 | 0.153 | 0.385 | 0.275 | 1.000 | 0.000 | 0.469 | 0.000 | 0.579 | 0.000 | 0.000 | 0.000 | 0.311 | 0.491 | 0.250 | 0.323 | 0.148 | 0.064 | 0.000 |
| 반점날개집모기 | 0.095 | 0.097 | 0.000 | 0.471 | 0.000 | 1.000 | 0.484 | 0.277 | 0.307 | 0.000 | 0.312 | 0.000 | 0.459 | 0.000 | 0.469 | 0.000 | 0.000 | 0.000 | 0.000 |
| 동양집모기 | 0.195 | 0.258 | 0.265 | 0.277 | 0.469 | 0.484 | 1.000 | 0.000 | 0.395 | 0.000 | 0.000 | 0.000 | 0.374 | 0.058 | 0.331 | 0.000 | 0.000 | 0.810 | 0.000 |
| 빨간집모기 | 0.143 | 0.000 | 0.000 | 0.470 | 0.000 | 0.277 | 0.000 | 1.000 | 0.000 | 0.671 | 0.772 | 0.762 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| 작은빨간집모기 | 0.446 | 0.090 | 0.395 | 0.185 | 0.579 | 0.307 | 0.395 | 0.000 | 1.000 | 0.000 | 0.000 | 0.172 | 0.667 | 0.539 | 0.167 | 0.307 | 0.000 | 0.504 | 0.000 |
| 줄다리집모기 | 0.261 | 0.000 | 0.395 | 0.071 | 0.000 | 0.000 | 0.000 | 0.671 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.371 | 0.000 | 0.000 |
| 노랑늪모기 | 0.101 | 0.000 | 0.144 | 0.245 | 0.000 | 0.312 | 0.000 | 0.772 | 0.000 | 0.000 | 1.000 | 0.700 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.477 |
| 반점날개늪모기 | 0.000 | 0.079 | 0.000 | 0.259 | 0.000 | 0.000 | 0.000 | 0.762 | 0.172 | 0.000 | 0.700 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.696 |
| 흰줄숲모기 | 0.302 | 0.000 | 0.225 | 0.387 | 0.311 | 0.459 | 0.374 | 0.000 | 0.667 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.562 | 0.289 | 0.592 | 0.273 | 0.000 |
| 금빛숲모기 | 0.000 | 0.047 | 0.000 | 0.250 | 0.491 | 0.000 | 0.058 | 0.000 | 0.539 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| 한국숲모기 | 0.214 | 0.052 | 0.299 | 0.477 | 0.250 | 0.469 | 0.331 | 0.000 | 0.167 | 0.000 | 0.000 | 0.000 | 0.562 | 0.000 | 1.000 | 0.337 | 0.444 | 0.354 | 0.065 |
| 토고숲모기 | 0.000 | 0.139 | 0.195 | 0.361 | 0.323 | 0.000 | 0.000 | 0.000 | 0.307 | 0.000 | 0.000 | 0.000 | 0.289 | 0.000 | 0.337 | 1.000 | 0.000 | 0.000 | 0.416 |
| 등줄숲모기 | 0.000 | 0.106 | 0.197 | 0.255 | 0.148 | 0.000 | 0.000 | 0.000 | 0.000 | 0.371 | 0.000 | 0.000 | 0.592 | 0.000 | 0.444 | 0.000 | 1.000 | 0.000 | 0.000 |
| 큰검정들모기 | 0.222 | 0.048 | 0.264 | 0.473 | 0.064 | 0.000 | 0.810 | 0.000 | 0.504 | 0.000 | 0.000 | 0.000 | 0.273 | 0.000 | 0.354 | 0.000 | 0.000 | 1.000 | 0.000 |
| 금빛어깨숲모기 | 0.000 | 0.000 | 0.000 | 0.250 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.477 | 0.696 | 0.000 | 0.000 | 0.065 | 0.416 | 0.000 | 0.000 | 1.000 |
| 등줄숲모기 | 연중주수 | 노랑늪모기 | 주 | 월 | 장소 | |
|---|---|---|---|---|---|---|
| 등줄숲모기 | 1.000 | 0.089 | 0.000 | 0.039 | 0.000 | 0.141 |
| 연중주수 | 0.089 | 1.000 | 0.064 | 0.964 | 0.968 | 0.000 |
| 노랑늪모기 | 0.000 | 0.064 | 1.000 | 0.000 | 0.061 | 0.136 |
| 주 | 0.039 | 0.964 | 0.000 | 1.000 | 0.203 | 0.000 |
| 월 | 0.000 | 0.968 | 0.061 | 0.203 | 1.000 | 0.000 |
| 장소 | 0.141 | 0.000 | 0.136 | 0.000 | 0.000 | 1.000 |
| 얼룩날개모기류 | 반점날개집모기 | 동양집모기 | 빨간집모기 | 작은빨간집모기 | 줄다리집모기 | 반점날개늪모기 | 흰줄숲모기 | 금빛숲모기 | 한국숲모기 | 토고숲모기 | 큰검정들모기 | 금빛어깨숲모기 | 월 | 주 | 연중주수 | 장소 | 노랑늪모기 | 등줄숲모기 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 얼룩날개모기류 | 1.000 | 0.441 | 0.520 | -0.035 | 0.328 | -0.244 | 0.061 | 0.361 | 0.456 | 0.461 | 0.295 | 0.502 | -0.059 | 0.160 | 0.102 | 0.154 | 0.136 | 0.000 | 0.096 |
| 반점날개집모기 | 0.441 | 1.000 | 0.444 | 0.086 | 0.245 | -0.130 | -0.005 | 0.321 | 0.369 | 0.426 | 0.289 | 0.353 | -0.067 | 0.049 | 0.064 | 0.000 | 0.281 | 0.156 | 0.000 |
| 동양집모기 | 0.520 | 0.444 | 1.000 | 0.065 | 0.250 | -0.255 | -0.005 | 0.377 | 0.291 | 0.405 | 0.208 | 0.563 | -0.075 | 0.090 | 0.131 | 0.069 | 0.123 | 0.044 | 0.000 |
| 빨간집모기 | -0.035 | 0.086 | 0.065 | 1.000 | 0.102 | 0.182 | 0.196 | 0.133 | 0.032 | 0.205 | -0.089 | -0.015 | 0.074 | 0.069 | 0.000 | 0.000 | 0.219 | 0.584 | 0.000 |
| 작은빨간집모기 | 0.328 | 0.245 | 0.250 | 0.102 | 1.000 | -0.118 | 0.145 | 0.295 | 0.111 | 0.116 | 0.192 | 0.270 | 0.098 | 0.163 | 0.054 | 0.159 | 0.078 | 0.000 | 0.000 |
| 줄다리집모기 | -0.244 | -0.130 | -0.255 | 0.182 | -0.118 | 1.000 | -0.064 | -0.162 | -0.120 | -0.129 | -0.081 | -0.184 | 0.001 | 0.097 | 0.000 | 0.090 | 0.000 | 0.000 | 0.094 |
| 반점날개늪모기 | 0.061 | -0.005 | -0.005 | 0.196 | 0.145 | -0.064 | 1.000 | -0.014 | -0.107 | -0.047 | -0.002 | -0.147 | 0.263 | 0.000 | 0.044 | 0.000 | 0.112 | 0.498 | 0.000 |
| 흰줄숲모기 | 0.361 | 0.321 | 0.377 | 0.133 | 0.295 | -0.162 | -0.014 | 1.000 | 0.279 | 0.422 | 0.137 | 0.320 | -0.080 | 0.083 | 0.022 | 0.072 | 0.177 | 0.000 | 0.413 |
| 금빛숲모기 | 0.456 | 0.369 | 0.291 | 0.032 | 0.111 | -0.120 | -0.107 | 0.279 | 1.000 | 0.547 | 0.125 | 0.376 | -0.073 | 0.000 | 0.038 | 0.000 | 0.116 | 0.000 | 0.000 |
| 한국숲모기 | 0.461 | 0.426 | 0.405 | 0.205 | 0.116 | -0.129 | -0.047 | 0.422 | 0.547 | 1.000 | 0.256 | 0.467 | 0.031 | 0.117 | 0.000 | 0.109 | 0.214 | 0.000 | 0.253 |
| 토고숲모기 | 0.295 | 0.289 | 0.208 | -0.089 | 0.192 | -0.081 | -0.002 | 0.137 | 0.125 | 0.256 | 1.000 | 0.175 | 0.116 | 0.000 | 0.084 | 0.073 | 0.160 | 0.000 | 0.000 |
| 큰검정들모기 | 0.502 | 0.353 | 0.563 | -0.015 | 0.270 | -0.184 | -0.147 | 0.320 | 0.376 | 0.467 | 0.175 | 1.000 | -0.051 | 0.110 | 0.026 | 0.097 | 0.221 | 0.000 | 0.000 |
| 금빛어깨숲모기 | -0.059 | -0.067 | -0.075 | 0.074 | 0.098 | 0.001 | 0.263 | -0.080 | -0.073 | 0.031 | 0.116 | -0.051 | 1.000 | 0.000 | 0.000 | 0.000 | 0.099 | 0.347 | 0.000 |
| 월 | 0.160 | 0.049 | 0.090 | 0.069 | 0.163 | 0.097 | 0.000 | 0.083 | 0.000 | 0.117 | 0.000 | 0.110 | 0.000 | 1.000 | 0.203 | 0.968 | 0.000 | 0.061 | 0.000 |
| 주 | 0.102 | 0.064 | 0.131 | 0.000 | 0.054 | 0.000 | 0.044 | 0.022 | 0.038 | 0.000 | 0.084 | 0.026 | 0.000 | 0.203 | 1.000 | 0.964 | 0.000 | 0.000 | 0.039 |
| 연중주수 | 0.154 | 0.000 | 0.069 | 0.000 | 0.159 | 0.090 | 0.000 | 0.072 | 0.000 | 0.109 | 0.073 | 0.097 | 0.000 | 0.968 | 0.964 | 1.000 | 0.000 | 0.064 | 0.089 |
| 장소 | 0.136 | 0.281 | 0.123 | 0.219 | 0.078 | 0.000 | 0.112 | 0.177 | 0.116 | 0.214 | 0.160 | 0.221 | 0.099 | 0.000 | 0.000 | 0.000 | 1.000 | 0.136 | 0.141 |
| 노랑늪모기 | 0.000 | 0.156 | 0.044 | 0.584 | 0.000 | 0.000 | 0.498 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.347 | 0.061 | 0.000 | 0.064 | 0.136 | 1.000 | 0.000 |
| 등줄숲모기 | 0.096 | 0.000 | 0.000 | 0.000 | 0.000 | 0.094 | 0.000 | 0.413 | 0.000 | 0.253 | 0.000 | 0.000 | 0.000 | 0.000 | 0.039 | 0.089 | 0.141 | 0.000 | 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.
| 월 | 주 | 연중주수 | 장소 | 얼룩날개모기류 | 이나토미집모기 | 반점날개집모기 | 동양집모기 | 빨간집모기 | 작은빨간집모기 | 줄다리집모기 | 노랑늪모기 | 반점날개늪모기 | 흰줄숲모기 | 금빛숲모기 | 한국숲모기 | 토고숲모기 | 등줄숲모기 | 큰검정들모기 | 금빛어깨숲모기 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 04월 | 1주 | 14주 | 계양구 선주지동 | 0 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 1 | 04월 | 1주 | 14주 | 부평구 부평동 | 0 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 2 | 04월 | 1주 | 14주 | 서구 청라동 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 3 | 04월 | 1주 | 14주 | 서구 백석동 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 4 | 04월 | 1주 | 14주 | 중구 운남동 (영종도) | 0 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 5 | 04월 | 1주 | 14주 | 강화군 송해면 (숭뢰리) | 3 | 0 | 0 | 0 | 6 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 6 | 04월 | 1주 | 14주 | 강화군 송해면 (솔정리) | 2 | 0 | 0 | 0 | 8 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 7 | 04월 | 1주 | 14주 | 강화군 선원면 (금월리) | 0 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 8 | 04월 | 1주 | 14주 | 강화군 삼산면 (석모리) | 3 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 9 | 04월 | 1주 | 14주 | 강화군 교동면 (대룡리) | 1 | 0 | 0 | 2 | 8 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 월 | 주 | 연중주수 | 장소 | 얼룩날개모기류 | 이나토미집모기 | 반점날개집모기 | 동양집모기 | 빨간집모기 | 작은빨간집모기 | 줄다리집모기 | 노랑늪모기 | 반점날개늪모기 | 흰줄숲모기 | 금빛숲모기 | 한국숲모기 | 토고숲모기 | 등줄숲모기 | 큰검정들모기 | 금빛어깨숲모기 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 362 | 11월 | 1주 | 44주 | 서구 청라동 | 0 | 0 | 0 | 1 | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 |
| 363 | 11월 | 1주 | 44주 | 서구 백석동 | 0 | 0 | 0 | 0 | 12 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 |
| 364 | 11월 | 1주 | 44주 | 중구 운남동 (영종도) | 0 | 0 | 0 | 1 | 52 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | 0 | 0 | 29 | 0 |
| 365 | 11월 | 1주 | 44주 | 강화군 송해면 (숭뢰리) | 0 | 0 | 0 | 4 | 8 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 9 | 0 |
| 366 | 11월 | 1주 | 44주 | 강화군 송해면 (솔정리) | 1 | 0 | 0 | 1 | 7 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 9 | 0 |
| 367 | 11월 | 1주 | 44주 | 강화군 선원면 (금월리) | 0 | 0 | 0 | 2 | 7 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 0 |
| 368 | 11월 | 1주 | 44주 | 강화군 삼산면 (석모리) | 1 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 0 | 0 | 3 | 0 |
| 369 | 11월 | 1주 | 44주 | 강화군 교동면 (대룡리) | 0 | 0 | 0 | 6 | 7 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | 0 |
| 370 | 11월 | 1주 | 44주 | 강화군 강화읍 (대산리) | 0 | 0 | 0 | 6 | 10 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 0 |
| 371 | 11월 | 1주 | 44주 | 강화군 강화읍 (월곳리) | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |