Dataset statistics
| Number of variables | 20 |
|---|---|
| Number of observations | 356 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 61.3 KiB |
| Average record size in memory | 176.4 B |
Variable types
| Categorical | 8 |
|---|---|
| Numeric | 12 |
Dataset
| Description | - 사업기간 : 2022년 4월 ~ 10월- 사업지점: 인천내 도심6개소 및 도서 6개소 *도심6개소: 부평구 부평동, 서구 연희동 및 백석동, 계양구 선주지동, 중구 운남동 도서 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://data.incheon.go.kr/findData/publicDataDetail?dataId=15075884&srcSe=7661IVAWM27C61E190 |
이나토미집모기 has constant value "" | Constant |
월 is highly overall correlated with 연중주수 | High correlation |
연중주수 is highly overall correlated with 월 and 1 other fields | High correlation |
주 is highly overall correlated with 연중주수 | High correlation |
얼룩날개모기류 is highly overall correlated with 금빛숲모기 and 2 other fields | High correlation |
동양집모기 is highly overall correlated with 큰검정들모기 | High correlation |
반점날개늪모기 is highly overall correlated with 노랑늪모기 | High correlation |
금빛숲모기 is highly overall correlated with 얼룩날개모기류 and 1 other fields | High correlation |
한국숲모기 is highly overall correlated with 얼룩날개모기류 and 2 other fields | High correlation |
큰검정들모기 is highly overall correlated with 얼룩날개모기류 and 2 other fields | High correlation |
노랑늪모기 is highly overall correlated with 반점날개늪모기 | High correlation |
노랑늪모기 is highly imbalanced (90.7%) | Imbalance |
토고숲모기 is highly imbalanced (96.5%) | Imbalance |
금빛어깨숲모기 is highly imbalanced (89.7%) | Imbalance |
얼룩날개모기류 has 144 (40.4%) zeros | Zeros |
반점날개집모기 has 296 (83.1%) zeros | Zeros |
동양집모기 has 212 (59.6%) zeros | Zeros |
빨간집모기 has 32 (9.0%) zeros | Zeros |
작은빨간집모기 has 318 (89.3%) zeros | Zeros |
줄다리집모기 has 346 (97.2%) zeros | Zeros |
반점날개늪모기 has 340 (95.5%) zeros | Zeros |
흰줄숲모기 has 288 (80.9%) zeros | Zeros |
금빛숲모기 has 131 (36.8%) zeros | Zeros |
한국숲모기 has 131 (36.8%) zeros | Zeros |
등줄숲모기 has 321 (90.2%) zeros | Zeros |
큰검정들모기 has 185 (52.0%) zeros | Zeros |
Reproduction
| Analysis started | 2024-01-28 14:24:48.220925 |
|---|---|
| Analysis finished | 2024-01-28 14:25:01.096859 |
| Duration | 12.88 seconds |
| Software version | ydata-profiling vv4.5.1 |
| Download configuration | config.json |
월
Categorical
HIGH CORRELATION
| Distinct | 7 |
|---|---|
| Distinct (%) | 2.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.9 KiB |
| 06월 | |
|---|---|
| 09월 | |
| 04월 | |
| 10월 | |
| 07월 | |
| Other values (2) |
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 | |
| 09월 | 60 | |
| 04월 | 48 | |
| 10월 | 48 | |
| 07월 | 47 | |
| 08월 | 47 | |
| 05월 | 46 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 06월 | 60 | |
| 09월 | 60 | |
| 04월 | 48 | |
| 10월 | 48 | |
| 07월 | 47 | |
| 08월 | 47 | |
| 05월 | 46 |
주
Categorical
HIGH CORRELATION
| Distinct | 5 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.9 KiB |
| 2주 | |
|---|---|
| 1주 | |
| 4주 | |
| 3주 | |
| 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 (%) |
| 2주 | 84 | |
| 1주 | 83 | |
| 4주 | 83 | |
| 3주 | 82 | |
| 5주 | 24 | 6.7% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2주 | 84 | |
| 1주 | 83 | |
| 4주 | 83 | |
| 3주 | 82 | |
| 5주 | 24 | 6.7% |
연중주수
Categorical
HIGH CORRELATION
| Distinct | 30 |
|---|---|
| Distinct (%) | 8.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.9 KiB |
| 15주 | 12 |
|---|---|
| 30주 | 12 |
| 44주 | 12 |
| 17주 | 12 |
| 18주 | 12 |
| Other values (25) |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 15주 |
|---|---|
| 2nd row | 15주 |
| 3rd row | 15주 |
| 4th row | 15주 |
| 5th row | 15주 |
Common Values
| Value | Count | Frequency (%) |
| 15주 | 12 | 3.4% |
| 30주 | 12 | 3.4% |
| 44주 | 12 | 3.4% |
| 17주 | 12 | 3.4% |
| 18주 | 12 | 3.4% |
| 19주 | 12 | 3.4% |
| 20주 | 12 | 3.4% |
| 23주 | 12 | 3.4% |
| 24주 | 12 | 3.4% |
| 25주 | 12 | 3.4% |
| Other values (20) | 236 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 15주 | 12 | 3.4% |
| 31주 | 12 | 3.4% |
| 43주 | 12 | 3.4% |
| 42주 | 12 | 3.4% |
| 41주 | 12 | 3.4% |
| 40주 | 12 | 3.4% |
| 39주 | 12 | 3.4% |
| 38주 | 12 | 3.4% |
| 37주 | 12 | 3.4% |
| 36주 | 12 | 3.4% |
| Other values (20) | 236 |
장소
Categorical
| Distinct | 12 |
|---|---|
| Distinct (%) | 3.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.9 KiB |
| 계양구 선주지동 | |
|---|---|
| 부평구 부평동 | |
| 서구 청라동 | |
| 서구 백석동 | |
| 중구 운남동 (영종도) | |
| Other values (7) |
Length
| Max length | 13 |
|---|---|
| Median length | 13 |
| Mean length | 10.808989 |
| 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 | 30 | |
| 부평구 부평동 | 30 | |
| 서구 청라동 | 30 | |
| 서구 백석동 | 30 | |
| 중구 운남동 (영종도) | 30 | |
| 강화군 송해면 (숭뢰리) | 30 | |
| 강화군 송해면 (솔정리) | 30 | |
| 강화군 선원면 (금월리) | 30 | |
| 강화군 강화읍 (월곳리) | 30 | |
| 강화군 삼산면 (석모리) | 29 | |
| Other values (2) | 57 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 강화군 | 206 | |
| 송해면 | 60 | 6.3% |
| 서구 | 60 | 6.3% |
| 강화읍 | 59 | 6.2% |
| 월곳리 | 30 | 3.2% |
| 금월리 | 30 | 3.2% |
| 선원면 | 30 | 3.2% |
| 솔정리 | 30 | 3.2% |
| 숭뢰리 | 30 | 3.2% |
| 선주지동 | 30 | 3.2% |
| Other values (13) | 383 |
얼룩날개모기류
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 62 |
|---|---|
| Distinct (%) | 17.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13.143258 |
| Minimum | 0 |
|---|---|
| Maximum | 303 |
| Zeros | 144 |
| Zeros (%) | 40.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 12 |
| 95-th percentile | 64.75 |
| Maximum | 303 |
| Range | 303 |
| Interquartile range (IQR) | 12 |
Descriptive statistics
| Standard deviation | 30.844439 |
|---|---|
| Coefficient of variation (CV) | 2.3467878 |
| Kurtosis | 28.643458 |
| Mean | 13.143258 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 4.5947451 |
| Sum | 4679 |
| Variance | 951.37942 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 144 | |
| 1 | 36 | 10.1% |
| 2 | 22 | 6.2% |
| 7 | 12 | 3.4% |
| 4 | 11 | 3.1% |
| 3 | 11 | 3.1% |
| 6 | 8 | 2.2% |
| 5 | 6 | 1.7% |
| 9 | 6 | 1.7% |
| 13 | 5 | 1.4% |
| Other values (52) | 95 |
| Value | Count | Frequency (%) |
| 0 | 144 | |
| 1 | 36 | 10.1% |
| 2 | 22 | 6.2% |
| 3 | 11 | 3.1% |
| 4 | 11 | 3.1% |
| 5 | 6 | 1.7% |
| 6 | 8 | 2.2% |
| 7 | 12 | 3.4% |
| 8 | 2 | 0.6% |
| 9 | 6 | 1.7% |
| Value | Count | Frequency (%) |
| 303 | 1 | |
| 164 | 2 | |
| 161 | 1 | |
| 144 | 1 | |
| 143 | 1 | |
| 134 | 1 | |
| 129 | 1 | |
| 125 | 1 | |
| 97 | 2 | |
| 91 | 2 |
이나토미집모기
Categorical
CONSTANT
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.9 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 | 356 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 356 |
반점날개집모기
Real number (ℝ)
ZEROS
| Distinct | 21 |
|---|---|
| Distinct (%) | 5.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.255618 |
| Minimum | 0 |
|---|---|
| Maximum | 251 |
| Zeros | 296 |
| Zeros (%) | 83.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 6.25 |
| Maximum | 251 |
| Range | 251 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 15.569539 |
|---|---|
| Coefficient of variation (CV) | 6.9025601 |
| Kurtosis | 190.9756 |
| Mean | 2.255618 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 12.846281 |
| Sum | 803 |
| Variance | 242.41053 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=21)
| Value | Count | Frequency (%) |
| 0 | 296 | |
| 1 | 24 | 6.7% |
| 2 | 8 | 2.2% |
| 3 | 3 | 0.8% |
| 4 | 3 | 0.8% |
| 28 | 2 | 0.6% |
| 11 | 2 | 0.6% |
| 6 | 2 | 0.6% |
| 7 | 2 | 0.6% |
| 5 | 2 | 0.6% |
| Other values (11) | 12 | 3.4% |
| Value | Count | Frequency (%) |
| 0 | 296 | |
| 1 | 24 | 6.7% |
| 2 | 8 | 2.2% |
| 3 | 3 | 0.8% |
| 4 | 3 | 0.8% |
| 5 | 2 | 0.6% |
| 6 | 2 | 0.6% |
| 7 | 2 | 0.6% |
| 9 | 1 | 0.3% |
| 10 | 1 | 0.3% |
| Value | Count | Frequency (%) |
| 251 | 1 | |
| 100 | 1 | |
| 88 | 1 | |
| 46 | 1 | |
| 29 | 1 | |
| 28 | 2 | |
| 21 | 2 | |
| 19 | 1 | |
| 18 | 1 | |
| 16 | 1 |
동양집모기
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 34 |
|---|---|
| Distinct (%) | 9.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.5224719 |
| Minimum | 0 |
|---|---|
| Maximum | 306 |
| Zeros | 212 |
| Zeros (%) | 59.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 2 |
| 95-th percentile | 19.5 |
| Maximum | 306 |
| Range | 306 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 19.808009 |
|---|---|
| Coefficient of variation (CV) | 4.3799077 |
| Kurtosis | 159.03209 |
| Mean | 4.5224719 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 11.416243 |
| Sum | 1610 |
| Variance | 392.35724 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=34)
| Value | Count | Frequency (%) |
| 0 | 212 | |
| 1 | 43 | 12.1% |
| 2 | 18 | 5.1% |
| 3 | 11 | 3.1% |
| 4 | 9 | 2.5% |
| 5 | 9 | 2.5% |
| 6 | 7 | 2.0% |
| 7 | 6 | 1.7% |
| 8 | 5 | 1.4% |
| 10 | 3 | 0.8% |
| Other values (24) | 33 | 9.3% |
| Value | Count | Frequency (%) |
| 0 | 212 | |
| 1 | 43 | 12.1% |
| 2 | 18 | 5.1% |
| 3 | 11 | 3.1% |
| 4 | 9 | 2.5% |
| 5 | 9 | 2.5% |
| 6 | 7 | 2.0% |
| 7 | 6 | 1.7% |
| 8 | 5 | 1.4% |
| 9 | 2 | 0.6% |
| Value | Count | Frequency (%) |
| 306 | 1 | |
| 137 | 1 | |
| 110 | 1 | |
| 55 | 1 | |
| 41 | 1 | |
| 40 | 1 | |
| 36 | 1 | |
| 34 | 1 | |
| 33 | 1 | |
| 32 | 1 |
빨간집모기
Real number (ℝ)
ZEROS
| Distinct | 98 |
|---|---|
| Distinct (%) | 27.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 37.733146 |
| Minimum | 0 |
|---|---|
| Maximum | 851 |
| Zeros | 32 |
| Zeros (%) | 9.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 4 |
| median | 11 |
| Q3 | 35 |
| 95-th percentile | 130.5 |
| Maximum | 851 |
| Range | 851 |
| Interquartile range (IQR) | 31 |
Descriptive statistics
| Standard deviation | 87.522354 |
|---|---|
| Coefficient of variation (CV) | 2.3195085 |
| Kurtosis | 39.755019 |
| Mean | 37.733146 |
| Median Absolute Deviation (MAD) | 9 |
| Skewness | 5.6448318 |
| Sum | 13433 |
| Variance | 7660.1624 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 32 | 9.0% |
| 2 | 25 | 7.0% |
| 7 | 19 | 5.3% |
| 1 | 16 | 4.5% |
| 4 | 14 | 3.9% |
| 6 | 13 | 3.7% |
| 5 | 13 | 3.7% |
| 8 | 12 | 3.4% |
| 9 | 10 | 2.8% |
| 3 | 10 | 2.8% |
| Other values (88) | 192 |
| Value | Count | Frequency (%) |
| 0 | 32 | |
| 1 | 16 | |
| 2 | 25 | |
| 3 | 10 | 2.8% |
| 4 | 14 | |
| 5 | 13 | |
| 6 | 13 | |
| 7 | 19 | |
| 8 | 12 | 3.4% |
| 9 | 10 | 2.8% |
| Value | Count | Frequency (%) |
| 851 | 1 | |
| 766 | 1 | |
| 510 | 1 | |
| 481 | 1 | |
| 419 | 1 | |
| 383 | 1 | |
| 368 | 1 | |
| 342 | 1 | |
| 296 | 1 | |
| 286 | 1 |
작은빨간집모기
Real number (ℝ)
ZEROS
| Distinct | 12 |
|---|---|
| Distinct (%) | 3.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.37078652 |
| Minimum | 0 |
|---|---|
| Maximum | 14 |
| Zeros | 318 |
| Zeros (%) | 89.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 2 |
| Maximum | 14 |
| Range | 14 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.4813927 |
|---|---|
| Coefficient of variation (CV) | 3.9952713 |
| Kurtosis | 35.605947 |
| Mean | 0.37078652 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.5291362 |
| Sum | 132 |
| Variance | 2.1945245 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=12)
| Value | Count | Frequency (%) |
| 0 | 318 | |
| 1 | 13 | 3.7% |
| 2 | 9 | 2.5% |
| 7 | 3 | 0.8% |
| 5 | 3 | 0.8% |
| 3 | 3 | 0.8% |
| 4 | 2 | 0.6% |
| 8 | 1 | 0.3% |
| 9 | 1 | 0.3% |
| 6 | 1 | 0.3% |
| Other values (2) | 2 | 0.6% |
| Value | Count | Frequency (%) |
| 0 | 318 | |
| 1 | 13 | 3.7% |
| 2 | 9 | 2.5% |
| 3 | 3 | 0.8% |
| 4 | 2 | 0.6% |
| 5 | 3 | 0.8% |
| 6 | 1 | 0.3% |
| 7 | 3 | 0.8% |
| 8 | 1 | 0.3% |
| 9 | 1 | 0.3% |
| Value | Count | Frequency (%) |
| 14 | 1 | 0.3% |
| 11 | 1 | 0.3% |
| 9 | 1 | 0.3% |
| 8 | 1 | 0.3% |
| 7 | 3 | 0.8% |
| 6 | 1 | 0.3% |
| 5 | 3 | 0.8% |
| 4 | 2 | 0.6% |
| 3 | 3 | 0.8% |
| 2 | 9 |
줄다리집모기
Real number (ℝ)
ZEROS
| Distinct | 8 |
|---|---|
| Distinct (%) | 2.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.96067416 |
| Minimum | 0 |
|---|---|
| Maximum | 305 |
| Zeros | 346 |
| Zeros (%) | 97.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 305 |
| Range | 305 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 16.179403 |
|---|---|
| Coefficient of variation (CV) | 16.841718 |
| Kurtosis | 354.23203 |
| Mean | 0.96067416 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 18.798978 |
| Sum | 342 |
| Variance | 261.7731 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) |
| 0 | 346 | |
| 2 | 2 | 0.6% |
| 7 | 2 | 0.6% |
| 1 | 2 | 0.6% |
| 305 | 1 | 0.3% |
| 4 | 1 | 0.3% |
| 3 | 1 | 0.3% |
| 10 | 1 | 0.3% |
| Value | Count | Frequency (%) |
| 0 | 346 | |
| 1 | 2 | 0.6% |
| 2 | 2 | 0.6% |
| 3 | 1 | 0.3% |
| 4 | 1 | 0.3% |
| 7 | 2 | 0.6% |
| 10 | 1 | 0.3% |
| 305 | 1 | 0.3% |
| Value | Count | Frequency (%) |
| 305 | 1 | 0.3% |
| 10 | 1 | 0.3% |
| 7 | 2 | 0.6% |
| 4 | 1 | 0.3% |
| 3 | 1 | 0.3% |
| 2 | 2 | 0.6% |
| 1 | 2 | 0.6% |
| 0 | 346 |
노랑늪모기
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 4 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.9 KiB |
| 0 | |
|---|---|
| 1 | 4 |
| 2 | 3 |
| 4 | 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 | 348 | |
| 1 | 4 | 1.1% |
| 2 | 3 | 0.8% |
| 4 | 1 | 0.3% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 348 | |
| 1 | 4 | 1.1% |
| 2 | 3 | 0.8% |
| 4 | 1 | 0.3% |
반점날개늪모기
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 6 |
|---|---|
| Distinct (%) | 1.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.098314607 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 340 |
| Zeros (%) | 95.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.54529741 |
|---|---|
| Coefficient of variation (CV) | 5.5464536 |
| Kurtosis | 49.804974 |
| Mean | 0.098314607 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.7705019 |
| Sum | 35 |
| Variance | 0.29734926 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 0 | 340 | |
| 1 | 8 | 2.2% |
| 3 | 3 | 0.8% |
| 5 | 2 | 0.6% |
| 2 | 2 | 0.6% |
| 4 | 1 | 0.3% |
| Value | Count | Frequency (%) |
| 0 | 340 | |
| 1 | 8 | 2.2% |
| 2 | 2 | 0.6% |
| 3 | 3 | 0.8% |
| 4 | 1 | 0.3% |
| 5 | 2 | 0.6% |
| Value | Count | Frequency (%) |
| 5 | 2 | 0.6% |
| 4 | 1 | 0.3% |
| 3 | 3 | 0.8% |
| 2 | 2 | 0.6% |
| 1 | 8 | 2.2% |
| 0 | 340 |
흰줄숲모기
Real number (ℝ)
ZEROS
| Distinct | 12 |
|---|---|
| Distinct (%) | 3.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.55898876 |
| Minimum | 0 |
|---|---|
| Maximum | 11 |
| Zeros | 288 |
| Zeros (%) | 80.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 4 |
| Maximum | 11 |
| Range | 11 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.6096201 |
|---|---|
| Coefficient of variation (CV) | 2.8795213 |
| Kurtosis | 16.05796 |
| Mean | 0.55898876 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.8504326 |
| Sum | 199 |
| Variance | 2.5908767 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=12)
| Value | Count | Frequency (%) |
| 0 | 288 | |
| 1 | 29 | 8.1% |
| 2 | 15 | 4.2% |
| 5 | 5 | 1.4% |
| 3 | 5 | 1.4% |
| 6 | 5 | 1.4% |
| 9 | 2 | 0.6% |
| 8 | 2 | 0.6% |
| 4 | 2 | 0.6% |
| 11 | 1 | 0.3% |
| Other values (2) | 2 | 0.6% |
| Value | Count | Frequency (%) |
| 0 | 288 | |
| 1 | 29 | 8.1% |
| 2 | 15 | 4.2% |
| 3 | 5 | 1.4% |
| 4 | 2 | 0.6% |
| 5 | 5 | 1.4% |
| 6 | 5 | 1.4% |
| 7 | 1 | 0.3% |
| 8 | 2 | 0.6% |
| 9 | 2 | 0.6% |
| Value | Count | Frequency (%) |
| 11 | 1 | 0.3% |
| 10 | 1 | 0.3% |
| 9 | 2 | 0.6% |
| 8 | 2 | 0.6% |
| 7 | 1 | 0.3% |
| 6 | 5 | 1.4% |
| 5 | 5 | 1.4% |
| 4 | 2 | 0.6% |
| 3 | 5 | 1.4% |
| 2 | 15 |
금빛숲모기
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 69 |
|---|---|
| Distinct (%) | 19.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 26.69382 |
| Minimum | 0 |
|---|---|
| Maximum | 2066 |
| Zeros | 131 |
| Zeros (%) | 36.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 2 |
| Q3 | 16 |
| 95-th percentile | 75.75 |
| Maximum | 2066 |
| Range | 2066 |
| Interquartile range (IQR) | 16 |
Descriptive statistics
| Standard deviation | 151.40071 |
|---|---|
| Coefficient of variation (CV) | 5.6717511 |
| Kurtosis | 140.85594 |
| Mean | 26.69382 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 11.539874 |
| Sum | 9503 |
| Variance | 22922.174 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 131 | |
| 1 | 35 | 9.8% |
| 2 | 17 | 4.8% |
| 4 | 12 | 3.4% |
| 7 | 11 | 3.1% |
| 6 | 11 | 3.1% |
| 9 | 7 | 2.0% |
| 3 | 7 | 2.0% |
| 5 | 7 | 2.0% |
| 20 | 6 | 1.7% |
| Other values (59) | 112 |
| Value | Count | Frequency (%) |
| 0 | 131 | |
| 1 | 35 | 9.8% |
| 2 | 17 | 4.8% |
| 3 | 7 | 2.0% |
| 4 | 12 | 3.4% |
| 5 | 7 | 2.0% |
| 6 | 11 | 3.1% |
| 7 | 11 | 3.1% |
| 8 | 6 | 1.7% |
| 9 | 7 | 2.0% |
| Value | Count | Frequency (%) |
| 2066 | 1 | |
| 1735 | 1 | |
| 897 | 1 | |
| 217 | 1 | |
| 164 | 1 | |
| 148 | 1 | |
| 117 | 1 | |
| 104 | 1 | |
| 103 | 1 | |
| 96 | 2 |
한국숲모기
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 30 |
|---|---|
| Distinct (%) | 8.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.8314607 |
| Minimum | 0 |
|---|---|
| Maximum | 45 |
| Zeros | 131 |
| Zeros (%) | 36.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 2 |
| Q3 | 7 |
| 95-th percentile | 18 |
| Maximum | 45 |
| Range | 45 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 7.1864285 |
|---|---|
| Coefficient of variation (CV) | 1.4874236 |
| Kurtosis | 7.6645491 |
| Mean | 4.8314607 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 2.4254758 |
| Sum | 1720 |
| Variance | 51.644754 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=30)
| Value | Count | Frequency (%) |
| 0 | 131 | |
| 1 | 42 | 11.8% |
| 2 | 27 | 7.6% |
| 3 | 22 | 6.2% |
| 8 | 18 | 5.1% |
| 7 | 13 | 3.7% |
| 6 | 13 | 3.7% |
| 4 | 11 | 3.1% |
| 5 | 11 | 3.1% |
| 10 | 8 | 2.2% |
| Other values (20) | 60 |
| Value | Count | Frequency (%) |
| 0 | 131 | |
| 1 | 42 | 11.8% |
| 2 | 27 | 7.6% |
| 3 | 22 | 6.2% |
| 4 | 11 | 3.1% |
| 5 | 11 | 3.1% |
| 6 | 13 | 3.7% |
| 7 | 13 | 3.7% |
| 8 | 18 | 5.1% |
| 9 | 7 | 2.0% |
| Value | Count | Frequency (%) |
| 45 | 1 | 0.3% |
| 42 | 2 | |
| 35 | 1 | 0.3% |
| 34 | 1 | 0.3% |
| 31 | 1 | 0.3% |
| 27 | 1 | 0.3% |
| 23 | 2 | |
| 22 | 1 | 0.3% |
| 21 | 4 | |
| 20 | 1 | 0.3% |
토고숲모기
Categorical
IMBALANCE
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.9 KiB |
| 0 | |
|---|---|
| 11 | 1 |
| 5 | 1 |
Length
| Max length | 2 |
|---|---|
| Median length | 1 |
| Mean length | 1.002809 |
| Min length | 1 |
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | 0.6% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 354 | |
| 11 | 1 | 0.3% |
| 5 | 1 | 0.3% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 354 | |
| 11 | 1 | 0.3% |
| 5 | 1 | 0.3% |
등줄숲모기
Real number (ℝ)
ZEROS
| Distinct | 8 |
|---|---|
| Distinct (%) | 2.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.36516854 |
| Minimum | 0 |
|---|---|
| Maximum | 32 |
| Zeros | 321 |
| Zeros (%) | 90.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 32 |
| Range | 32 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 2.4885813 |
|---|---|
| Coefficient of variation (CV) | 6.8148842 |
| Kurtosis | 131.22549 |
| Mean | 0.36516854 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 11.04097 |
| Sum | 130 |
| Variance | 6.1930369 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) |
| 0 | 321 | |
| 1 | 21 | 5.9% |
| 2 | 7 | 2.0% |
| 4 | 3 | 0.8% |
| 32 | 1 | 0.3% |
| 9 | 1 | 0.3% |
| 12 | 1 | 0.3% |
| 30 | 1 | 0.3% |
| Value | Count | Frequency (%) |
| 0 | 321 | |
| 1 | 21 | 5.9% |
| 2 | 7 | 2.0% |
| 4 | 3 | 0.8% |
| 9 | 1 | 0.3% |
| 12 | 1 | 0.3% |
| 30 | 1 | 0.3% |
| 32 | 1 | 0.3% |
| Value | Count | Frequency (%) |
| 32 | 1 | 0.3% |
| 30 | 1 | 0.3% |
| 12 | 1 | 0.3% |
| 9 | 1 | 0.3% |
| 4 | 3 | 0.8% |
| 2 | 7 | 2.0% |
| 1 | 21 | 5.9% |
| 0 | 321 |
큰검정들모기
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 55 |
|---|---|
| Distinct (%) | 15.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.5674157 |
| Minimum | 0 |
|---|---|
| Maximum | 163 |
| Zeros | 185 |
| Zeros (%) | 52.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 5 |
| 95-th percentile | 62 |
| Maximum | 163 |
| Range | 163 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 24.787058 |
|---|---|
| Coefficient of variation (CV) | 2.5907788 |
| Kurtosis | 13.684474 |
| Mean | 9.5674157 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.6240223 |
| Sum | 3406 |
| Variance | 614.39826 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 185 | |
| 1 | 35 | 9.8% |
| 2 | 19 | 5.3% |
| 3 | 17 | 4.8% |
| 5 | 10 | 2.8% |
| 4 | 8 | 2.2% |
| 8 | 7 | 2.0% |
| 6 | 5 | 1.4% |
| 10 | 4 | 1.1% |
| 7 | 4 | 1.1% |
| Other values (45) | 62 | 17.4% |
| Value | Count | Frequency (%) |
| 0 | 185 | |
| 1 | 35 | 9.8% |
| 2 | 19 | 5.3% |
| 3 | 17 | 4.8% |
| 4 | 8 | 2.2% |
| 5 | 10 | 2.8% |
| 6 | 5 | 1.4% |
| 7 | 4 | 1.1% |
| 8 | 7 | 2.0% |
| 9 | 3 | 0.8% |
| Value | Count | Frequency (%) |
| 163 | 1 | 0.3% |
| 143 | 1 | 0.3% |
| 133 | 1 | 0.3% |
| 129 | 1 | 0.3% |
| 119 | 1 | 0.3% |
| 107 | 2 | |
| 106 | 3 | |
| 105 | 1 | 0.3% |
| 99 | 1 | 0.3% |
| 89 | 1 | 0.3% |
금빛어깨숲모기
Categorical
IMBALANCE
| Distinct | 4 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.9 KiB |
| 0 | |
|---|---|
| 1 | 4 |
| 2 | 4 |
| 4 | 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 | 347 | |
| 1 | 4 | 1.1% |
| 2 | 4 | 1.1% |
| 4 | 1 | 0.3% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 347 | |
| 1 | 4 | 1.1% |
| 2 | 4 | 1.1% |
| 4 | 1 | 0.3% |
| 월 | 주 | 연중주수 | 장소 | 얼룩날개모기류 | 반점날개집모기 | 동양집모기 | 빨간집모기 | 작은빨간집모기 | 줄다리집모기 | 노랑늪모기 | 반점날개늪모기 | 흰줄숲모기 | 금빛숲모기 | 한국숲모기 | 토고숲모기 | 등줄숲모기 | 큰검정들모기 | 금빛어깨숲모기 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 월 | 1.000 | 0.214 | 1.000 | 0.000 | 0.404 | 0.000 | 0.119 | 0.223 | 0.292 | 0.033 | 0.054 | 0.108 | 0.308 | 0.048 | 0.336 | 0.000 | 0.000 | 0.182 | 0.051 |
| 주 | 0.214 | 1.000 | 1.000 | 0.000 | 0.072 | 0.096 | 0.000 | 0.000 | 0.000 | 0.000 | 0.027 | 0.096 | 0.000 | 0.000 | 0.086 | 0.151 | 0.110 | 0.094 | 0.000 |
| 연중주수 | 1.000 | 1.000 | 1.000 | 0.000 | 0.544 | 0.000 | 0.139 | 0.000 | 0.404 | 0.000 | 0.000 | 0.120 | 0.332 | 0.133 | 0.404 | 0.000 | 0.000 | 0.000 | 0.000 |
| 장소 | 0.000 | 0.000 | 0.000 | 1.000 | 0.189 | 0.424 | 0.209 | 0.540 | 0.087 | 0.000 | 0.329 | 0.432 | 0.284 | 0.000 | 0.452 | 0.071 | 0.276 | 0.460 | 0.289 |
| 얼룩날개모기류 | 0.404 | 0.072 | 0.544 | 0.189 | 1.000 | 0.019 | 0.312 | 0.000 | 0.529 | 0.000 | 0.000 | 0.000 | 0.265 | 0.000 | 0.244 | 0.000 | 0.000 | 0.444 | 0.086 |
| 반점날개집모기 | 0.000 | 0.096 | 0.000 | 0.424 | 0.019 | 1.000 | 0.000 | 0.344 | 0.376 | 0.000 | 0.605 | 0.000 | 0.421 | 0.000 | 0.609 | 0.000 | 0.000 | 0.000 | 0.263 |
| 동양집모기 | 0.119 | 0.000 | 0.139 | 0.209 | 0.312 | 0.000 | 1.000 | 0.000 | 0.218 | 0.000 | 0.000 | 0.000 | 0.689 | 0.000 | 0.706 | 0.000 | 0.000 | 0.628 | 0.000 |
| 빨간집모기 | 0.223 | 0.000 | 0.000 | 0.540 | 0.000 | 0.344 | 0.000 | 1.000 | 0.000 | 0.400 | 0.495 | 0.582 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.236 |
| 작은빨간집모기 | 0.292 | 0.000 | 0.404 | 0.087 | 0.529 | 0.376 | 0.218 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.348 | 0.000 | 0.120 | 0.537 | 0.000 | 0.287 | 0.000 |
| 줄다리집모기 | 0.033 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.400 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| 노랑늪모기 | 0.054 | 0.027 | 0.000 | 0.329 | 0.000 | 0.605 | 0.000 | 0.495 | 0.000 | 0.000 | 1.000 | 0.680 | 0.000 | 0.000 | 0.237 | 0.000 | 0.000 | 0.000 | 0.000 |
| 반점날개늪모기 | 0.108 | 0.096 | 0.120 | 0.432 | 0.000 | 0.000 | 0.000 | 0.582 | 0.000 | 0.000 | 0.680 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| 흰줄숲모기 | 0.308 | 0.000 | 0.332 | 0.284 | 0.265 | 0.421 | 0.689 | 0.000 | 0.348 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.611 | 0.000 | 0.749 | 0.431 | 0.000 |
| 금빛숲모기 | 0.048 | 0.000 | 0.133 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| 한국숲모기 | 0.336 | 0.086 | 0.404 | 0.452 | 0.244 | 0.609 | 0.706 | 0.000 | 0.120 | 0.000 | 0.237 | 0.000 | 0.611 | 0.000 | 1.000 | 0.000 | 0.474 | 0.383 | 0.000 |
| 토고숲모기 | 0.000 | 0.151 | 0.000 | 0.071 | 0.000 | 0.000 | 0.000 | 0.000 | 0.537 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 |
| 등줄숲모기 | 0.000 | 0.110 | 0.000 | 0.276 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.749 | 0.000 | 0.474 | 0.000 | 1.000 | 0.000 | 0.000 |
| 큰검정들모기 | 0.182 | 0.094 | 0.000 | 0.460 | 0.444 | 0.000 | 0.628 | 0.000 | 0.287 | 0.000 | 0.000 | 0.000 | 0.431 | 0.000 | 0.383 | 0.000 | 0.000 | 1.000 | 0.214 |
| 금빛어깨숲모기 | 0.051 | 0.000 | 0.000 | 0.289 | 0.086 | 0.263 | 0.000 | 0.236 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.214 | 1.000 |
| 장소 | 월 | 연중주수 | 주 | 노랑늪모기 | 토고숲모기 | 금빛어깨숲모기 | |
|---|---|---|---|---|---|---|---|
| 장소 | 1.000 | 0.000 | 0.000 | 0.000 | 0.155 | 0.030 | 0.135 |
| 월 | 0.000 | 1.000 | 0.966 | 0.138 | 0.037 | 0.000 | 0.034 |
| 연중주수 | 0.000 | 0.966 | 1.000 | 0.964 | 0.000 | 0.000 | 0.000 |
| 주 | 0.000 | 0.138 | 0.964 | 1.000 | 0.021 | 0.114 | 0.000 |
| 노랑늪모기 | 0.155 | 0.037 | 0.000 | 0.021 | 1.000 | 0.000 | 0.000 |
| 토고숲모기 | 0.030 | 0.000 | 0.000 | 0.114 | 0.000 | 1.000 | 0.000 |
| 금빛어깨숲모기 | 0.135 | 0.034 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 |
| 얼룩날개모기류 | 반점날개집모기 | 동양집모기 | 빨간집모기 | 작은빨간집모기 | 줄다리집모기 | 반점날개늪모기 | 흰줄숲모기 | 금빛숲모기 | 한국숲모기 | 등줄숲모기 | 큰검정들모기 | 월 | 주 | 연중주수 | 장소 | 노랑늪모기 | 토고숲모기 | 금빛어깨숲모기 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 얼룩날개모기류 | 1.000 | 0.469 | 0.488 | 0.014 | 0.348 | -0.182 | 0.093 | 0.405 | 0.619 | 0.529 | 0.039 | 0.591 | 0.150 | 0.045 | 0.253 | 0.092 | 0.000 | 0.000 | 0.059 |
| 반점날개집모기 | 0.469 | 1.000 | 0.486 | 0.129 | 0.311 | -0.076 | 0.076 | 0.297 | 0.247 | 0.297 | -0.126 | 0.329 | 0.000 | 0.078 | 0.000 | 0.205 | 0.274 | 0.000 | 0.106 |
| 동양집모기 | 0.488 | 0.486 | 1.000 | 0.061 | 0.265 | -0.110 | -0.066 | 0.356 | 0.294 | 0.314 | -0.150 | 0.540 | 0.076 | 0.000 | 0.056 | 0.115 | 0.000 | 0.000 | 0.000 |
| 빨간집모기 | 0.014 | 0.129 | 0.061 | 1.000 | 0.015 | 0.053 | 0.246 | 0.136 | 0.146 | 0.331 | 0.172 | 0.035 | 0.079 | 0.000 | 0.000 | 0.297 | 0.361 | 0.000 | 0.163 |
| 작은빨간집모기 | 0.348 | 0.311 | 0.265 | 0.015 | 1.000 | -0.059 | 0.091 | 0.305 | 0.218 | 0.176 | 0.038 | 0.248 | 0.158 | 0.000 | 0.156 | 0.036 | 0.000 | 0.277 | 0.000 |
| 줄다리집모기 | -0.182 | -0.076 | -0.110 | 0.053 | -0.059 | 1.000 | -0.037 | -0.082 | -0.177 | -0.155 | -0.056 | -0.133 | 0.034 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| 반점날개늪모기 | 0.093 | 0.076 | -0.066 | 0.246 | 0.091 | -0.037 | 1.000 | -0.065 | -0.029 | 0.015 | -0.028 | -0.096 | 0.064 | 0.064 | 0.044 | 0.182 | 0.508 | 0.000 | 0.000 |
| 흰줄숲모기 | 0.405 | 0.297 | 0.356 | 0.136 | 0.305 | -0.082 | -0.065 | 1.000 | 0.348 | 0.438 | 0.075 | 0.376 | 0.160 | 0.000 | 0.107 | 0.122 | 0.000 | 0.000 | 0.000 |
| 금빛숲모기 | 0.619 | 0.247 | 0.294 | 0.146 | 0.218 | -0.177 | -0.029 | 0.348 | 1.000 | 0.566 | 0.040 | 0.474 | 0.030 | 0.000 | 0.054 | 0.000 | 0.000 | 0.000 | 0.000 |
| 한국숲모기 | 0.529 | 0.297 | 0.314 | 0.331 | 0.176 | -0.155 | 0.015 | 0.438 | 0.566 | 1.000 | 0.214 | 0.585 | 0.176 | 0.055 | 0.138 | 0.220 | 0.156 | 0.068 | 0.000 |
| 등줄숲모기 | 0.039 | -0.126 | -0.150 | 0.172 | 0.038 | -0.056 | -0.028 | 0.075 | 0.040 | 0.214 | 1.000 | -0.024 | 0.000 | 0.041 | 0.000 | 0.154 | 0.000 | 0.000 | 0.000 |
| 큰검정들모기 | 0.591 | 0.329 | 0.540 | 0.035 | 0.248 | -0.133 | -0.096 | 0.376 | 0.474 | 0.585 | -0.024 | 1.000 | 0.092 | 0.038 | 0.000 | 0.212 | 0.000 | 0.000 | 0.128 |
| 월 | 0.150 | 0.000 | 0.076 | 0.079 | 0.158 | 0.034 | 0.064 | 0.160 | 0.030 | 0.176 | 0.000 | 0.092 | 1.000 | 0.138 | 0.966 | 0.000 | 0.037 | 0.000 | 0.034 |
| 주 | 0.045 | 0.078 | 0.000 | 0.000 | 0.000 | 0.000 | 0.064 | 0.000 | 0.000 | 0.055 | 0.041 | 0.038 | 0.138 | 1.000 | 0.964 | 0.000 | 0.021 | 0.114 | 0.000 |
| 연중주수 | 0.253 | 0.000 | 0.056 | 0.000 | 0.156 | 0.000 | 0.044 | 0.107 | 0.054 | 0.138 | 0.000 | 0.000 | 0.966 | 0.964 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| 장소 | 0.092 | 0.205 | 0.115 | 0.297 | 0.036 | 0.000 | 0.182 | 0.122 | 0.000 | 0.220 | 0.154 | 0.212 | 0.000 | 0.000 | 0.000 | 1.000 | 0.155 | 0.030 | 0.135 |
| 노랑늪모기 | 0.000 | 0.274 | 0.000 | 0.361 | 0.000 | 0.000 | 0.508 | 0.000 | 0.000 | 0.156 | 0.000 | 0.000 | 0.037 | 0.021 | 0.000 | 0.155 | 1.000 | 0.000 | 0.000 |
| 토고숲모기 | 0.000 | 0.000 | 0.000 | 0.000 | 0.277 | 0.000 | 0.000 | 0.000 | 0.000 | 0.068 | 0.000 | 0.000 | 0.000 | 0.114 | 0.000 | 0.030 | 0.000 | 1.000 | 0.000 |
| 금빛어깨숲모기 | 0.059 | 0.106 | 0.000 | 0.163 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.128 | 0.034 | 0.000 | 0.000 | 0.135 | 0.000 | 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 | 15주 | 계양구 선주지동 | 0 | 0 | 0 | 0 | 24 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 1 | 04월 | 1주 | 15주 | 부평구 부평동 | 0 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 2 | 04월 | 1주 | 15주 | 서구 청라동 | 0 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 3 | 04월 | 1주 | 15주 | 서구 백석동 | 0 | 0 | 0 | 1 | 35 | 0 | 0 | 0 | 0 | 0 | 5 | 0 | 0 | 0 | 0 | 0 |
| 4 | 04월 | 1주 | 15주 | 중구 운남동 (영종도) | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 5 | 04월 | 1주 | 15주 | 강화군 송해면 (숭뢰리) | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 6 | 04월 | 1주 | 15주 | 강화군 송해면 (솔정리) | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 7 | 04월 | 1주 | 15주 | 강화군 선원면 (금월리) | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 8 | 04월 | 1주 | 15주 | 강화군 삼산면 (석모리) | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 9 | 04월 | 1주 | 15주 | 강화군 교동면 (대룡리) | 0 | 0 | 0 | 0 | 0 | 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 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 346 | 10월 | 4주 | 44주 | 서구 청라동 | 0 | 0 | 0 | 1 | 7 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 |
| 347 | 10월 | 4주 | 44주 | 서구 백석동 | 0 | 0 | 0 | 0 | 12 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 348 | 10월 | 4주 | 44주 | 중구 운남동 (영종도) | 0 | 0 | 0 | 0 | 37 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 2 | 1 | 0 |
| 349 | 10월 | 4주 | 44주 | 강화군 송해면 (숭뢰리) | 1 | 0 | 0 | 2 | 13 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 10 | 0 |
| 350 | 10월 | 4주 | 44주 | 강화군 송해면 (솔정리) | 1 | 0 | 0 | 3 | 7 | 0 | 0 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 8 | 0 |
| 351 | 10월 | 4주 | 44주 | 강화군 선원면 (금월리) | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 352 | 10월 | 4주 | 44주 | 강화군 삼산면 (석모리) | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 353 | 10월 | 4주 | 44주 | 강화군 교동면 (대룡리) | 3 | 0 | 0 | 3 | 57 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 0 | 0 | 7 | 0 |
| 354 | 10월 | 4주 | 44주 | 강화군 강화읍 (대산리) | 0 | 0 | 1 | 5 | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 2 | 0 |
| 355 | 10월 | 4주 | 44주 | 강화군 강화읍 (월곳리) | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |