Dataset statistics
| Number of variables | 18 |
|---|---|
| Number of observations | 10000 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 1.6 MiB |
| Average record size in memory | 167.0 B |
Variable types
| Categorical | 2 |
|---|---|
| Numeric | 14 |
| Text | 2 |
Dataset
| Description | 자동기상관측장비(AWS) 시간별 관측현황 |
|---|---|
| Author | 경기도 |
| URL | https://data.gg.go.kr/portal/data/service/selectServicePage.do?&infId=458YRRY04VI3BBMI6Q8326869752&infSeq=1 |
지점번호 is highly overall correlated with 시군명 | High correlation |
WGS84위도 is highly overall correlated with 시군명 | High correlation |
WGS84경도 is highly overall correlated with 고도(m) and 1 other fields | High correlation |
고도(m) is highly overall correlated with WGS84경도 and 1 other fields | High correlation |
기온(℃) is highly overall correlated with 습도(%) | High correlation |
습도(%) is highly overall correlated with 기온(℃) and 1 other fields | High correlation |
현지기압(hPa) is highly overall correlated with 해면기압(hPa) and 1 other fields | High correlation |
해면기압(hPa) is highly overall correlated with 현지기압(hPa) and 1 other fields | High correlation |
시간누적강우량(mm) is highly overall correlated with 일누적강우량(mm) and 1 other fields | High correlation |
일누적강우량(mm) is highly overall correlated with 시간누적강우량(mm) and 1 other fields | High correlation |
시군명 is highly overall correlated with 지점번호 and 8 other fields | High correlation |
강수감지(0:없음1:있음2:오류) is highly imbalanced (59.7%) | Imbalance |
기온(℃) is highly skewed (γ1 = -38.54531672) | Skewed |
관측시간 has 444 (4.4%) zeros | Zeros |
풍향(deg) has 716 (7.2%) zeros | Zeros |
풍속(m/s) has 920 (9.2%) zeros | Zeros |
시간누적강우량(mm) has 8959 (89.6%) zeros | Zeros |
일누적강우량(mm) has 7867 (78.7%) zeros | Zeros |
Reproduction
| Analysis started | 2024-05-10 20:14:43.645625 |
|---|---|
| Analysis finished | 2024-05-10 20:15:56.313000 |
| Duration | 1 minute and 12.67 seconds |
| Software version | ydata-profiling vv4.5.1 |
| Download configuration | config.json |
시군명
Categorical
HIGH CORRELATION
| Distinct | 31 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 156.2 KiB |
| 포천시 | |
|---|---|
| 연천군 | |
| 여주시 | 599 |
| 화성시 | 566 |
| 양주시 | 526 |
| Other values (26) |
Length
| Max length | 4 |
|---|---|
| Median length | 3 |
| Mean length | 3.0582 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 안성시 |
|---|---|
| 2nd row | 연천군 |
| 3rd row | 안산시 |
| 4th row | 남양주시 |
| 5th row | 가평군 |
Common Values
| Value | Count | Frequency (%) |
| 포천시 | 993 | 9.9% |
| 연천군 | 705 | 7.0% |
| 여주시 | 599 | 6.0% |
| 화성시 | 566 | 5.7% |
| 양주시 | 526 | 5.3% |
| 안성시 | 525 | 5.2% |
| 파주시 | 494 | 4.9% |
| 평택시 | 492 | 4.9% |
| 이천시 | 470 | 4.7% |
| 용인시 | 450 | 4.5% |
| Other values (21) | 4180 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 포천시 | 993 | 9.9% |
| 연천군 | 705 | 7.0% |
| 여주시 | 599 | 6.0% |
| 화성시 | 566 | 5.7% |
| 양주시 | 526 | 5.3% |
| 안성시 | 525 | 5.2% |
| 파주시 | 494 | 4.9% |
| 평택시 | 492 | 4.9% |
| 이천시 | 470 | 4.7% |
| 용인시 | 450 | 4.5% |
| Other values (21) | 4180 |
지점번호
Real number (ℝ)
HIGH CORRELATION
| Distinct | 134 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 466.3655 |
| Minimum | 98 |
|---|---|
| Maximum | 967 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 166.0 KiB |
Quantile statistics
| Minimum | 98 |
|---|---|
| 5-th percentile | 326 |
| Q1 | 435 |
| median | 470 |
| Q3 | 532 |
| 95-th percentile | 590 |
| Maximum | 967 |
| Range | 869 |
| Interquartile range (IQR) | 97 |
Descriptive statistics
| Standard deviation | 115.55431 |
|---|---|
| Coefficient of variation (CV) | 0.24777628 |
| Kurtosis | 5.5982488 |
| Mean | 466.3655 |
| Median Absolute Deviation (MAD) | 39 |
| Skewness | 0.096886132 |
| Sum | 4663655 |
| Variance | 13352.798 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 539 | 94 | 0.9% |
| 445 | 91 | 0.9% |
| 446 | 90 | 0.9% |
| 534 | 90 | 0.9% |
| 116 | 89 | 0.9% |
| 441 | 89 | 0.9% |
| 545 | 89 | 0.9% |
| 464 | 88 | 0.9% |
| 476 | 88 | 0.9% |
| 473 | 87 | 0.9% |
| Other values (124) | 9105 |
| Value | Count | Frequency (%) |
| 98 | 79 | |
| 99 | 71 | |
| 116 | 89 | |
| 119 | 75 | |
| 202 | 81 | |
| 203 | 82 | |
| 326 | 76 | |
| 351 | 76 | |
| 352 | 67 | |
| 353 | 66 |
| Value | Count | Frequency (%) |
| 967 | 63 | |
| 966 | 75 | |
| 692 | 78 | |
| 652 | 86 | |
| 599 | 71 | |
| 598 | 79 | |
| 590 | 65 | |
| 589 | 72 | |
| 576 | 83 | |
| 575 | 82 |
지점명
Text
| Distinct | 134 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 156.2 KiB |
Length
| Max length | 5 |
|---|---|
| Median length | 2 |
| Mean length | 2.5143 |
| Min length | 2 |
Characters and Unicode
| Total characters | 25143 |
|---|---|
| Distinct characters | 122 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 안성 |
|---|---|
| 2nd row | 연천청산 |
| 3rd row | 고잔 |
| 4th row | 오남 |
| 5th row | 신천 * |
| Value | Count | Frequency (%) |
| 807 | 7.5% | |
| 포천이동 | 94 | 0.9% |
| 의왕 | 91 | 0.8% |
| 남촌 | 90 | 0.8% |
| 장호원 | 90 | 0.8% |
| 관악(레 | 89 | 0.8% |
| 안산 | 89 | 0.8% |
| 김포 | 89 | 0.8% |
| 점동 | 88 | 0.8% |
| 화현 | 88 | 0.8% |
| Other values (125) | 9192 |
Most occurring characters
| Value | Count | Frequency (%) |
| 동 | 1142 | 4.5% |
| 남 | 859 | 3.4% |
| 천 | 856 | 3.4% |
| 807 | 3.2% | |
| * | 807 | 3.2% |
| 산 | 804 | 3.2% |
| 면 | 702 | 2.8% |
| 신 | 595 | 2.4% |
| 양 | 505 | 2.0% |
| 현 | 481 | 1.9% |
| Other values (112) | 17585 |
Most occurring categories
| Value | Count | Frequency (%) |
| Other Letter | 23351 | |
| Space Separator | 807 | 3.2% |
| Other Punctuation | 807 | 3.2% |
| Open Punctuation | 89 | 0.4% |
| Close Punctuation | 89 | 0.4% |
Most frequent character per category
Other Letter
| Value | Count | Frequency (%) |
| 동 | 1142 | 4.9% |
| 남 | 859 | 3.7% |
| 천 | 856 | 3.7% |
| 산 | 804 | 3.4% |
| 면 | 702 | 3.0% |
| 신 | 595 | 2.5% |
| 양 | 505 | 2.2% |
| 현 | 481 | 2.1% |
| 포 | 477 | 2.0% |
| 평 | 435 | 1.9% |
| Other values (108) | 16495 |
Space Separator
| Value | Count | Frequency (%) |
| 807 |
Other Punctuation
| Value | Count | Frequency (%) |
| * | 807 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 89 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 89 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Hangul | 23351 | |
| Common | 1792 | 7.1% |
Most frequent character per script
Hangul
| Value | Count | Frequency (%) |
| 동 | 1142 | 4.9% |
| 남 | 859 | 3.7% |
| 천 | 856 | 3.7% |
| 산 | 804 | 3.4% |
| 면 | 702 | 3.0% |
| 신 | 595 | 2.5% |
| 양 | 505 | 2.2% |
| 현 | 481 | 2.1% |
| 포 | 477 | 2.0% |
| 평 | 435 | 1.9% |
| Other values (108) | 16495 |
Common
| Value | Count | Frequency (%) |
| 807 | ||
| * | 807 | |
| ( | 89 | 5.0% |
| ) | 89 | 5.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| Hangul | 23351 | |
| ASCII | 1792 | 7.1% |
Most frequent character per block
Hangul
| Value | Count | Frequency (%) |
| 동 | 1142 | 4.9% |
| 남 | 859 | 3.7% |
| 천 | 856 | 3.7% |
| 산 | 804 | 3.4% |
| 면 | 702 | 3.0% |
| 신 | 595 | 2.5% |
| 양 | 505 | 2.2% |
| 현 | 481 | 2.1% |
| 포 | 477 | 2.0% |
| 평 | 435 | 1.9% |
| Other values (108) | 16495 |
ASCII
| Value | Count | Frequency (%) |
| 807 | ||
| * | 807 | |
| ( | 89 | 5.0% |
| ) | 89 | 5.0% |
법정동명
Text
| Distinct | 134 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 156.2 KiB |
Length
| Max length | 18 |
|---|---|
| Median length | 15 |
| Mean length | 13.6648 |
| Min length | 10 |
Characters and Unicode
| Total characters | 136648 |
|---|---|
| Distinct characters | 154 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 경기도 안성시 옥산동 |
|---|---|
| 2nd row | 경기도 연천군 청산면 초성리 |
| 3rd row | 경기도 안산시단원구 고잔동 |
| 4th row | 경기도 남양주시 오남읍 양지리 |
| 5th row | 경기도 가평군 설악면 신천리 |
| Value | Count | Frequency (%) |
| 경기도 | 10000 | |
| 포천시 | 993 | 2.8% |
| 연천군 | 705 | 2.0% |
| 여주시 | 599 | 1.7% |
| 화성시 | 566 | 1.6% |
| 양주시 | 526 | 1.5% |
| 안성시 | 525 | 1.5% |
| 파주시 | 494 | 1.4% |
| 평택시 | 492 | 1.4% |
| 이천시 | 470 | 1.3% |
| Other values (234) | 20602 |
Most occurring characters
| Value | Count | Frequency (%) |
| 25972 | ||
| 도 | 10317 | 7.6% |
| 기 | 10218 | 7.5% |
| 경 | 10000 | 7.3% |
| 시 | 8637 | 6.3% |
| 리 | 6218 | 4.6% |
| 면 | 4955 | 3.6% |
| 동 | 4696 | 3.4% |
| 천 | 3427 | 2.5% |
| 양 | 2265 | 1.7% |
| Other values (144) | 49943 |
Most occurring categories
| Value | Count | Frequency (%) |
| Other Letter | 110594 | |
| Space Separator | 25972 | 19.0% |
| Decimal Number | 82 | 0.1% |
Most frequent character per category
Other Letter
| Value | Count | Frequency (%) |
| 도 | 10317 | 9.3% |
| 기 | 10218 | 9.2% |
| 경 | 10000 | 9.0% |
| 시 | 8637 | 7.8% |
| 리 | 6218 | 5.6% |
| 면 | 4955 | 4.5% |
| 동 | 4696 | 4.2% |
| 천 | 3427 | 3.1% |
| 양 | 2265 | 2.0% |
| 주 | 2174 | 2.0% |
| Other values (142) | 47687 |
Space Separator
| Value | Count | Frequency (%) |
| 25972 |
Decimal Number
| Value | Count | Frequency (%) |
| 3 | 82 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Hangul | 110594 | |
| Common | 26054 | 19.1% |
Most frequent character per script
Hangul
| Value | Count | Frequency (%) |
| 도 | 10317 | 9.3% |
| 기 | 10218 | 9.2% |
| 경 | 10000 | 9.0% |
| 시 | 8637 | 7.8% |
| 리 | 6218 | 5.6% |
| 면 | 4955 | 4.5% |
| 동 | 4696 | 4.2% |
| 천 | 3427 | 3.1% |
| 양 | 2265 | 2.0% |
| 주 | 2174 | 2.0% |
| Other values (142) | 47687 |
Common
| Value | Count | Frequency (%) |
| 25972 | ||
| 3 | 82 | 0.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| Hangul | 110594 | |
| ASCII | 26054 | 19.1% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 25972 | ||
| 3 | 82 | 0.3% |
Hangul
| Value | Count | Frequency (%) |
| 도 | 10317 | 9.3% |
| 기 | 10218 | 9.2% |
| 경 | 10000 | 9.0% |
| 시 | 8637 | 7.8% |
| 리 | 6218 | 5.6% |
| 면 | 4955 | 4.5% |
| 동 | 4696 | 4.2% |
| 천 | 3427 | 3.1% |
| 양 | 2265 | 2.0% |
| 주 | 2174 | 2.0% |
| Other values (142) | 47687 |
관측일자
Real number (ℝ)
| Distinct | 29 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 20240452 |
| Minimum | 20240413 |
|---|---|
| Maximum | 20240511 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 166.0 KiB |
Quantile statistics
| Minimum | 20240413 |
|---|---|
| 5-th percentile | 20240414 |
| Q1 | 20240420 |
| median | 20240427 |
| Q3 | 20240504 |
| 95-th percentile | 20240509 |
| Maximum | 20240511 |
| Range | 98 |
| Interquartile range (IQR) | 84 |
Descriptive statistics
| Standard deviation | 40.543416 |
|---|---|
| Coefficient of variation (CV) | 2.0030885 × 10-6 |
| Kurtosis | -1.6586265 |
| Mean | 20240452 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | 0.54038383 |
| Sum | 2.0240452 × 1011 |
| Variance | 1643.7686 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=29)
| Value | Count | Frequency (%) |
| 20240414 | 395 | 4.0% |
| 20240422 | 392 | 3.9% |
| 20240420 | 390 | 3.9% |
| 20240507 | 384 | 3.8% |
| 20240427 | 382 | 3.8% |
| 20240425 | 380 | 3.8% |
| 20240415 | 377 | 3.8% |
| 20240430 | 376 | 3.8% |
| 20240508 | 375 | 3.8% |
| 20240429 | 371 | 3.7% |
| Other values (19) | 6178 |
| Value | Count | Frequency (%) |
| 20240413 | 118 | 1.2% |
| 20240414 | 395 | |
| 20240415 | 377 | |
| 20240416 | 359 | |
| 20240417 | 356 | |
| 20240418 | 350 | |
| 20240419 | 352 | |
| 20240420 | 390 | |
| 20240421 | 368 | |
| 20240422 | 392 |
| Value | Count | Frequency (%) |
| 20240511 | 62 | 0.6% |
| 20240510 | 351 | |
| 20240509 | 330 | |
| 20240508 | 375 | |
| 20240507 | 384 | |
| 20240506 | 354 | |
| 20240505 | 352 | |
| 20240504 | 358 | |
| 20240503 | 351 | |
| 20240502 | 370 |
관측시간
Real number (ℝ)
ZEROS
| Distinct | 24 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.629 |
| Minimum | 0 |
|---|---|
| Maximum | 23 |
| Zeros | 444 |
| Zeros (%) | 4.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 166.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 6 |
| median | 12 |
| Q3 | 18 |
| 95-th percentile | 22 |
| Maximum | 23 |
| Range | 23 |
| Interquartile range (IQR) | 12 |
Descriptive statistics
| Standard deviation | 6.9848864 |
|---|---|
| Coefficient of variation (CV) | 0.60064377 |
| Kurtosis | -1.2101043 |
| Mean | 11.629 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | -0.02985965 |
| Sum | 116290 |
| Variance | 48.788638 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=24)
| Value | Count | Frequency (%) |
| 23 | 455 | 4.5% |
| 12 | 453 | 4.5% |
| 21 | 446 | 4.5% |
| 0 | 444 | 4.4% |
| 13 | 442 | 4.4% |
| 14 | 437 | 4.4% |
| 22 | 431 | 4.3% |
| 20 | 431 | 4.3% |
| 3 | 426 | 4.3% |
| 2 | 424 | 4.2% |
| Other values (14) | 5611 |
| Value | Count | Frequency (%) |
| 0 | 444 | |
| 1 | 403 | |
| 2 | 424 | |
| 3 | 426 | |
| 4 | 397 | |
| 5 | 368 | |
| 6 | 423 | |
| 7 | 396 | |
| 8 | 384 | |
| 9 | 414 |
| Value | Count | Frequency (%) |
| 23 | 455 | |
| 22 | 431 | |
| 21 | 446 | |
| 20 | 431 | |
| 19 | 397 | |
| 18 | 415 | |
| 17 | 422 | |
| 16 | 424 | |
| 15 | 387 | |
| 14 | 437 |
WGS84위도
Real number (ℝ)
HIGH CORRELATION
| Distinct | 134 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 37.518723 |
| Minimum | 36.9431 |
|---|---|
| Maximum | 38.1725 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 166.0 KiB |
Quantile statistics
| Minimum | 36.9431 |
|---|---|
| 5-th percentile | 37.0331 |
| Q1 | 37.2377 |
| median | 37.4453 |
| Q3 | 37.8312 |
| 95-th percentile | 38.0586 |
| Maximum | 38.1725 |
| Range | 1.2294 |
| Interquartile range (IQR) | 0.5935 |
Descriptive statistics
| Standard deviation | 0.33328756 |
|---|---|
| Coefficient of variation (CV) | 0.0088832332 |
| Kurtosis | -1.1599389 |
| Mean | 37.518723 |
| Median Absolute Deviation (MAD) | 0.2787 |
| Skewness | 0.18540833 |
| Sum | 375187.23 |
| Variance | 0.1110806 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 38.0242 | 94 | 0.9% |
| 37.3445 | 91 | 0.9% |
| 37.1403 | 90 | 0.9% |
| 37.121 | 90 | 0.9% |
| 37.4453 | 89 | 0.9% |
| 37.6076 | 89 | 0.9% |
| 37.281 | 89 | 0.9% |
| 37.2061 | 88 | 0.9% |
| 37.9013 | 88 | 0.9% |
| 37.8486 | 87 | 0.9% |
| Other values (124) | 9105 |
| Value | Count | Frequency (%) |
| 36.9431 | 67 | |
| 36.9672 | 81 | |
| 36.9806 | 75 | |
| 36.9845 | 80 | |
| 36.9877 | 78 | |
| 37.0037 | 68 | |
| 37.0331 | 79 | |
| 37.0467 | 58 | |
| 37.0481 | 69 | |
| 37.0664 | 64 |
| Value | Count | Frequency (%) |
| 38.1725 | 78 | |
| 38.1577 | 78 | |
| 38.1361 | 73 | |
| 38.0963 | 65 | |
| 38.0891 | 77 | |
| 38.0822 | 85 | |
| 38.0586 | 81 | |
| 38.0474 | 78 | |
| 38.0404 | 78 | |
| 38.0248 | 73 |
WGS84경도
Real number (ℝ)
HIGH CORRELATION
| Distinct | 133 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 127.11894 |
| Minimum | 126.3856 |
|---|---|
| Maximum | 127.7549 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 166.0 KiB |
Quantile statistics
| Minimum | 126.3856 |
|---|---|
| 5-th percentile | 126.7119 |
| Q1 | 126.9245 |
| median | 127.0735 |
| Q3 | 127.2883 |
| 95-th percentile | 127.6106 |
| Maximum | 127.7549 |
| Range | 1.3693 |
| Interquartile range (IQR) | 0.3638 |
Descriptive statistics
| Standard deviation | 0.27257194 |
|---|---|
| Coefficient of variation (CV) | 0.0021442277 |
| Kurtosis | -0.37449905 |
| Mean | 127.11894 |
| Median Absolute Deviation (MAD) | 0.1784 |
| Skewness | 0.14129203 |
| Sum | 1271189.4 |
| Variance | 0.074295464 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 127.2592 | 138 | 1.4% |
| 127.3657 | 94 | 0.9% |
| 126.9688 | 91 | 0.9% |
| 127.0637 | 90 | 0.9% |
| 127.6106 | 90 | 0.9% |
| 126.7624 | 89 | 0.9% |
| 126.8385 | 89 | 0.9% |
| 126.964 | 89 | 0.9% |
| 127.6627 | 88 | 0.9% |
| 127.2883 | 88 | 0.9% |
| Other values (123) | 9054 |
| Value | Count | Frequency (%) |
| 126.3856 | 75 | |
| 126.5523 | 75 | |
| 126.5787 | 76 | |
| 126.6128 | 63 | |
| 126.6544 | 71 | |
| 126.7088 | 73 | |
| 126.7119 | 80 | |
| 126.7162 | 80 | |
| 126.73 | 68 | |
| 126.7624 | 89 |
| Value | Count | Frequency (%) |
| 127.7549 | 66 | |
| 127.7135 | 77 | |
| 127.6791 | 84 | |
| 127.6627 | 88 | |
| 127.6396 | 71 | |
| 127.6113 | 76 | |
| 127.6106 | 90 | |
| 127.5871 | 64 | |
| 127.5522 | 65 | |
| 127.5451 | 79 |
고도(m)
Real number (ℝ)
HIGH CORRELATION
| Distinct | 129 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 75.632032 |
| Minimum | 5.77 |
|---|---|
| Maximum | 624.82 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 166.0 KiB |
Quantile statistics
| Minimum | 5.77 |
|---|---|
| 5-th percentile | 12.88 |
| Q1 | 35 |
| median | 63.05 |
| Q3 | 105.14 |
| 95-th percentile | 163 |
| Maximum | 624.82 |
| Range | 619.05 |
| Interquartile range (IQR) | 70.14 |
Descriptive statistics
| Standard deviation | 68.844931 |
|---|---|
| Coefficient of variation (CV) | 0.91026155 |
| Kurtosis | 33.647747 |
| Mean | 75.632032 |
| Median Absolute Deviation (MAD) | 29.81 |
| Skewness | 4.6554792 |
| Sum | 756320.32 |
| Variance | 4739.6245 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 36.85 | 150 | 1.5% |
| 13.0 | 150 | 1.5% |
| 39.0 | 147 | 1.5% |
| 32.0 | 142 | 1.4% |
| 163.0 | 139 | 1.4% |
| 137.74 | 94 | 0.9% |
| 80.4 | 91 | 0.9% |
| 88.2 | 90 | 0.9% |
| 17.48 | 90 | 0.9% |
| 5.92 | 89 | 0.9% |
| Other values (119) | 8818 |
| Value | Count | Frequency (%) |
| 5.77 | 79 | |
| 5.92 | 89 | |
| 8.0 | 62 | |
| 10.0 | 76 | |
| 10.47 | 73 | |
| 10.96 | 71 | |
| 12.88 | 70 | |
| 13.0 | 150 | |
| 15.28 | 79 | |
| 15.67 | 86 |
| Value | Count | Frequency (%) |
| 624.82 | 89 | |
| 241.0 | 63 | |
| 191.01 | 76 | |
| 185.81 | 78 | |
| 170.45 | 70 | |
| 163.0 | 139 | |
| 151.72 | 88 | |
| 150.0 | 87 | |
| 143.0 | 71 | |
| 142.87 | 77 |
풍향(deg)
Real number (ℝ)
ZEROS
| Distinct | 3250 |
|---|---|
| Distinct (%) | 32.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 116.75408 |
| Minimum | -999 |
|---|---|
| Maximum | 360 |
| Zeros | 716 |
| Zeros (%) | 7.2% |
| Negative | 408 |
| Negative (%) | 4.1% |
| Memory size | 166.0 KiB |
Quantile statistics
| Minimum | -999 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 58.675 |
| median | 161.85 |
| Q3 | 248.8 |
| 95-th percentile | 330.405 |
| Maximum | 360 |
| Range | 1359 |
| Interquartile range (IQR) | 190.125 |
Descriptive statistics
| Standard deviation | 252.28196 |
|---|---|
| Coefficient of variation (CV) | 2.1607978 |
| Kurtosis | 12.709034 |
| Mean | 116.75408 |
| Median Absolute Deviation (MAD) | 94.5 |
| Skewness | -3.429988 |
| Sum | 1167540.8 |
| Variance | 63646.186 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.0 | 716 | 7.2% |
| -999.0 | 408 | 4.1% |
| 264.1 | 10 | 0.1% |
| 205.5 | 10 | 0.1% |
| 260.3 | 10 | 0.1% |
| 232.4 | 9 | 0.1% |
| 226.3 | 9 | 0.1% |
| 221.1 | 9 | 0.1% |
| 218.9 | 9 | 0.1% |
| 259.6 | 9 | 0.1% |
| Other values (3240) | 8801 |
| Value | Count | Frequency (%) |
| -999.0 | 408 | |
| 0.0 | 716 | |
| 0.1 | 3 | < 0.1% |
| 0.2 | 1 | < 0.1% |
| 0.3 | 1 | < 0.1% |
| 0.4 | 2 | < 0.1% |
| 0.5 | 1 | < 0.1% |
| 0.6 | 6 | 0.1% |
| 0.7 | 3 | < 0.1% |
| 1.0 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 360.0 | 1 | < 0.1% |
| 359.9 | 2 | < 0.1% |
| 359.8 | 1 | < 0.1% |
| 359.7 | 3 | |
| 359.6 | 5 | |
| 359.5 | 2 | < 0.1% |
| 359.4 | 1 | < 0.1% |
| 359.3 | 2 | < 0.1% |
| 359.2 | 4 | |
| 359.1 | 2 | < 0.1% |
풍속(m/s)
Real number (ℝ)
ZEROS
| Distinct | 82 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -31.6105 |
| Minimum | -999 |
|---|---|
| Maximum | 9.8 |
| Zeros | 920 |
| Zeros (%) | 9.2% |
| Negative | 330 |
| Negative (%) | 3.3% |
| Memory size | 166.0 KiB |
Quantile statistics
| Minimum | -999 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.4 |
| median | 1.1 |
| Q3 | 2 |
| 95-th percentile | 3.6 |
| Maximum | 9.8 |
| Range | 1008.8 |
| Interquartile range (IQR) | 1.6 |
Descriptive statistics
| Standard deviation | 178.72121 |
|---|---|
| Coefficient of variation (CV) | -5.6538558 |
| Kurtosis | 25.348017 |
| Mean | -31.6105 |
| Median Absolute Deviation (MAD) | 0.8 |
| Skewness | -5.2289201 |
| Sum | -316105 |
| Variance | 31941.27 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.0 | 920 | 9.2% |
| 0.1 | 404 | 4.0% |
| 0.6 | 371 | 3.7% |
| 0.2 | 357 | 3.6% |
| 0.7 | 357 | 3.6% |
| 0.3 | 356 | 3.6% |
| 0.9 | 342 | 3.4% |
| 1.1 | 333 | 3.3% |
| -999.0 | 330 | 3.3% |
| 1.4 | 326 | 3.3% |
| Other values (72) | 5904 |
| Value | Count | Frequency (%) |
| -999.0 | 330 | 3.3% |
| 0.0 | 920 | |
| 0.1 | 404 | |
| 0.2 | 357 | 3.6% |
| 0.3 | 356 | 3.6% |
| 0.4 | 326 | 3.3% |
| 0.5 | 322 | 3.2% |
| 0.6 | 371 | |
| 0.7 | 357 | 3.6% |
| 0.8 | 315 | 3.1% |
| Value | Count | Frequency (%) |
| 9.8 | 1 | |
| 9.7 | 1 | |
| 8.8 | 1 | |
| 8.7 | 1 | |
| 8.4 | 1 | |
| 8.1 | 1 | |
| 7.7 | 1 | |
| 7.5 | 2 | |
| 7.3 | 1 | |
| 7.2 | 2 |
기온(℃)
Real number (ℝ)
HIGH CORRELATION SKEWED
| Distinct | 257 |
|---|---|
| Distinct (%) | 2.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.41193 |
| Minimum | -996 |
|---|---|
| Maximum | 31 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 6 |
| Negative (%) | 0.1% |
| Memory size | 166.0 KiB |
Quantile statistics
| Minimum | -996 |
|---|---|
| 5-th percentile | 8.9 |
| Q1 | 12.5 |
| median | 15.2 |
| Q3 | 19.3 |
| 95-th percentile | 25 |
| Maximum | 31 |
| Range | 1027 |
| Interquartile range (IQR) | 6.8 |
Descriptive statistics
| Standard deviation | 25.254706 |
|---|---|
| Coefficient of variation (CV) | 1.6386465 |
| Kurtosis | 1541.5402 |
| Mean | 15.41193 |
| Median Absolute Deviation (MAD) | 3.3 |
| Skewness | -38.545317 |
| Sum | 154119.3 |
| Variance | 637.80017 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 13.8 | 119 | 1.2% |
| 13.3 | 110 | 1.1% |
| 14.1 | 101 | 1.0% |
| 13.9 | 100 | 1.0% |
| 14.0 | 98 | 1.0% |
| 13.2 | 97 | 1.0% |
| 13.0 | 96 | 1.0% |
| 12.4 | 96 | 1.0% |
| 14.8 | 95 | 0.9% |
| 13.1 | 93 | 0.9% |
| Other values (247) | 8995 |
| Value | Count | Frequency (%) |
| -996.0 | 6 | |
| 4.3 | 1 | < 0.1% |
| 4.5 | 3 | |
| 4.8 | 2 | < 0.1% |
| 5.1 | 1 | < 0.1% |
| 5.3 | 1 | < 0.1% |
| 5.4 | 1 | < 0.1% |
| 5.5 | 2 | < 0.1% |
| 5.6 | 4 | |
| 5.7 | 5 |
| Value | Count | Frequency (%) |
| 31.0 | 1 | < 0.1% |
| 30.8 | 2 | |
| 30.4 | 2 | |
| 30.2 | 2 | |
| 30.0 | 2 | |
| 29.9 | 1 | < 0.1% |
| 29.8 | 3 | |
| 29.7 | 2 | |
| 29.6 | 1 | < 0.1% |
| 29.5 | 4 |
습도(%)
Real number (ℝ)
HIGH CORRELATION
| Distinct | 823 |
|---|---|
| Distinct (%) | 8.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.92313 |
| Minimum | -997 |
|---|---|
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 519 |
| Negative (%) | 5.2% |
| Memory size | 166.0 KiB |
Quantile statistics
| Minimum | -997 |
|---|---|
| 5-th percentile | -992 |
| Q1 | 45.2 |
| median | 67.4 |
| Q3 | 88 |
| 95-th percentile | 98.5 |
| Maximum | 100 |
| Range | 1097 |
| Interquartile range (IQR) | 42.8 |
Descriptive statistics
| Standard deviation | 236.51945 |
|---|---|
| Coefficient of variation (CV) | 18.302025 |
| Kurtosis | 14.038951 |
| Mean | 12.92313 |
| Median Absolute Deviation (MAD) | 21.4 |
| Skewness | -3.9833997 |
| Sum | 129231.3 |
| Variance | 55941.448 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| -992.0 | 352 | 3.5% |
| -997.0 | 166 | 1.7% |
| 99.0 | 142 | 1.4% |
| 99.9 | 101 | 1.0% |
| 100.0 | 64 | 0.6% |
| 96.6 | 35 | 0.4% |
| 96.3 | 32 | 0.3% |
| 96.5 | 32 | 0.3% |
| 94.7 | 31 | 0.3% |
| 94.5 | 31 | 0.3% |
| Other values (813) | 9014 |
| Value | Count | Frequency (%) |
| -997.0 | 166 | |
| -996.0 | 1 | < 0.1% |
| -992.0 | 352 | |
| 11.4 | 1 | < 0.1% |
| 11.5 | 1 | < 0.1% |
| 13.4 | 1 | < 0.1% |
| 14.3 | 1 | < 0.1% |
| 15.1 | 1 | < 0.1% |
| 15.9 | 1 | < 0.1% |
| 16.0 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 100.0 | 64 | |
| 99.9 | 101 | |
| 99.8 | 26 | 0.3% |
| 99.7 | 6 | 0.1% |
| 99.6 | 9 | 0.1% |
| 99.5 | 22 | 0.2% |
| 99.4 | 9 | 0.1% |
| 99.3 | 14 | 0.1% |
| 99.2 | 7 | 0.1% |
| 99.1 | 6 | 0.1% |
현지기압(hPa)
Real number (ℝ)
HIGH CORRELATION
| Distinct | 387 |
|---|---|
| Distinct (%) | 3.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -184.68609 |
| Minimum | -997 |
|---|---|
| Maximum | 1020.1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 5635 |
| Negative (%) | 56.4% |
| Memory size | 166.0 KiB |
Quantile statistics
| Minimum | -997 |
|---|---|
| 5-th percentile | -997 |
| Q1 | -997 |
| median | -997 |
| Q3 | 998.3 |
| 95-th percentile | 1011.1 |
| Maximum | 1020.1 |
| Range | 2017.1 |
| Interquartile range (IQR) | 1995.3 |
Descriptive statistics
| Standard deviation | 934.87587 |
|---|---|
| Coefficient of variation (CV) | -5.0619723 |
| Kurtosis | -1.8214493 |
| Mean | -184.68609 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.32541014 |
| Sum | -1846860.9 |
| Variance | 873992.9 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| -997.0 | 5635 | |
| 500.0 | 1127 | 11.3% |
| 501.0 | 38 | 0.4% |
| 1007.2 | 28 | 0.3% |
| 1005.1 | 24 | 0.2% |
| 1008.0 | 23 | 0.2% |
| 1006.6 | 23 | 0.2% |
| 1005.4 | 23 | 0.2% |
| 1001.7 | 22 | 0.2% |
| 1004.2 | 22 | 0.2% |
| Other values (377) | 3035 |
| Value | Count | Frequency (%) |
| -997.0 | 5635 | |
| 500.0 | 1127 | 11.3% |
| 500.5 | 2 | < 0.1% |
| 500.6 | 4 | < 0.1% |
| 500.7 | 3 | < 0.1% |
| 500.8 | 13 | 0.1% |
| 500.9 | 17 | 0.2% |
| 501.0 | 38 | 0.4% |
| 933.5 | 1 | < 0.1% |
| 933.6 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1020.1 | 1 | < 0.1% |
| 1019.6 | 1 | < 0.1% |
| 1019.5 | 1 | < 0.1% |
| 1019.3 | 2 | |
| 1019.2 | 3 | |
| 1019.0 | 3 | |
| 1018.9 | 2 | |
| 1018.8 | 1 | < 0.1% |
| 1018.7 | 3 | |
| 1018.6 | 2 |
해면기압(hPa)
Real number (ℝ)
HIGH CORRELATION
| Distinct | 179 |
|---|---|
| Distinct (%) | 1.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -377.36927 |
| Minimum | -999 |
|---|---|
| Maximum | 1021.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 6910 |
| Negative (%) | 69.1% |
| Memory size | 166.0 KiB |
Quantile statistics
| Minimum | -999 |
|---|---|
| 5-th percentile | -999 |
| Q1 | -999 |
| median | -999 |
| Q3 | 1009.4 |
| 95-th percentile | 1017.5 |
| Maximum | 1021.5 |
| Range | 2020.5 |
| Interquartile range (IQR) | 2008.4 |
Descriptive statistics
| Standard deviation | 929.6407 |
|---|---|
| Coefficient of variation (CV) | -2.4634775 |
| Kurtosis | -1.3165809 |
| Mean | -377.36927 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.82683588 |
| Sum | -3773692.7 |
| Variance | 864231.83 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| -999.0 | 6910 | |
| 1011.9 | 46 | 0.5% |
| 1011.6 | 44 | 0.4% |
| 1012.2 | 44 | 0.4% |
| 1011.5 | 44 | 0.4% |
| 1012.6 | 42 | 0.4% |
| 1011.3 | 42 | 0.4% |
| 1012.7 | 41 | 0.4% |
| 1011.1 | 39 | 0.4% |
| 1011.4 | 38 | 0.4% |
| Other values (169) | 2710 | 27.1% |
| Value | Count | Frequency (%) |
| -999.0 | 6910 | |
| 1003.0 | 1 | < 0.1% |
| 1003.5 | 1 | < 0.1% |
| 1003.6 | 1 | < 0.1% |
| 1003.9 | 1 | < 0.1% |
| 1004.0 | 1 | < 0.1% |
| 1004.2 | 1 | < 0.1% |
| 1004.3 | 2 | < 0.1% |
| 1004.4 | 1 | < 0.1% |
| 1004.5 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 1021.5 | 2 | < 0.1% |
| 1021.3 | 1 | < 0.1% |
| 1021.2 | 2 | < 0.1% |
| 1021.1 | 1 | < 0.1% |
| 1021.0 | 1 | < 0.1% |
| 1020.9 | 3 | |
| 1020.8 | 2 | < 0.1% |
| 1020.7 | 2 | < 0.1% |
| 1020.6 | 5 | |
| 1020.5 | 3 |
강수감지(0:없음1:있음2:오류)
Categorical
IMBALANCE
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 156.2 KiB |
| 0 | |
|---|---|
| -992 | 674 |
| 10 | 503 |
Length
| Max length | 4 |
|---|---|
| Median length | 1 |
| Mean length | 1.2525 |
| 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 | 8823 | |
| -992 | 674 | 6.7% |
| 10 | 503 | 5.0% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 8823 | |
| 992 | 674 | 6.7% |
| 10 | 503 | 5.0% |
시간누적강우량(mm)
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 40 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -22.44182 |
| Minimum | -999 |
|---|---|
| Maximum | 9.5 |
| Zeros | 8959 |
| Zeros (%) | 89.6% |
| Negative | 226 |
| Negative (%) | 2.3% |
| Memory size | 166.0 KiB |
Quantile statistics
| Minimum | -999 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0.5 |
| Maximum | 9.5 |
| Range | 1008.5 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 148.50534 |
|---|---|
| Coefficient of variation (CV) | -6.6173484 |
| Kurtosis | 39.289526 |
| Mean | -22.44182 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -6.4250126 |
| Sum | -224418.2 |
| Variance | 22053.836 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=40)
| Value | Count | Frequency (%) |
| 0.0 | 8959 | |
| 0.5 | 321 | 3.2% |
| -999.0 | 226 | 2.3% |
| 1.0 | 131 | 1.3% |
| 1.5 | 71 | 0.7% |
| 2.0 | 49 | 0.5% |
| 2.5 | 40 | 0.4% |
| 3.5 | 36 | 0.4% |
| 3.0 | 33 | 0.3% |
| 4.0 | 28 | 0.3% |
| Other values (30) | 106 | 1.1% |
| Value | Count | Frequency (%) |
| -999.0 | 226 | 2.3% |
| 0.0 | 8959 | |
| 0.1 | 7 | 0.1% |
| 0.2 | 5 | 0.1% |
| 0.3 | 3 | < 0.1% |
| 0.4 | 3 | < 0.1% |
| 0.5 | 321 | 3.2% |
| 0.6 | 3 | < 0.1% |
| 0.7 | 2 | < 0.1% |
| 0.8 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 9.5 | 1 | < 0.1% |
| 9.0 | 1 | < 0.1% |
| 8.5 | 3 | < 0.1% |
| 8.0 | 2 | < 0.1% |
| 7.5 | 2 | < 0.1% |
| 7.0 | 5 | |
| 6.6 | 1 | < 0.1% |
| 6.5 | 5 | |
| 6.1 | 1 | < 0.1% |
| 6.0 | 9 |
일누적강우량(mm)
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 156 |
|---|---|
| Distinct (%) | 1.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -20.31491 |
| Minimum | -992 |
|---|---|
| Maximum | 70.5 |
| Zeros | 7867 |
| Zeros (%) | 78.7% |
| Negative | 222 |
| Negative (%) | 2.2% |
| Memory size | 166.0 KiB |
Quantile statistics
| Minimum | -992 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 11.5 |
| Maximum | 70.5 |
| Range | 1062.5 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 146.52249 |
|---|---|
| Coefficient of variation (CV) | -7.2125593 |
| Kurtosis | 39.967709 |
| Mean | -20.31491 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -6.4723613 |
| Sum | -203149.1 |
| Variance | 21468.841 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.0 | 7867 | |
| -992.0 | 222 | 2.2% |
| 0.5 | 152 | 1.5% |
| 1.0 | 123 | 1.2% |
| 1.5 | 114 | 1.1% |
| 2.0 | 100 | 1.0% |
| 2.5 | 79 | 0.8% |
| 5.5 | 76 | 0.8% |
| 3.5 | 62 | 0.6% |
| 4.0 | 61 | 0.6% |
| Other values (146) | 1144 | 11.4% |
| Value | Count | Frequency (%) |
| -992.0 | 222 | 2.2% |
| 0.0 | 7867 | |
| 0.1 | 5 | 0.1% |
| 0.2 | 2 | < 0.1% |
| 0.3 | 1 | < 0.1% |
| 0.5 | 152 | 1.5% |
| 0.6 | 2 | < 0.1% |
| 0.7 | 1 | < 0.1% |
| 0.8 | 1 | < 0.1% |
| 1.0 | 123 | 1.2% |
| Value | Count | Frequency (%) |
| 70.5 | 1 | |
| 60.5 | 1 | |
| 58.5 | 1 | |
| 57.5 | 1 | |
| 56.5 | 2 | |
| 56.0 | 1 | |
| 54.5 | 2 | |
| 54.0 | 1 | |
| 52.0 | 2 | |
| 50.5 | 1 |
| 시군명 | 지점번호 | 관측일자 | 관측시간 | WGS84위도 | WGS84경도 | 고도(m) | 풍향(deg) | 풍속(m/s) | 기온(℃) | 습도(%) | 현지기압(hPa) | 해면기압(hPa) | 강수감지(0:없음1:있음2:오류) | 시간누적강우량(mm) | 일누적강우량(mm) | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 시군명 | 1.000 | 0.840 | 0.000 | 0.000 | 0.945 | 0.923 | 0.861 | 0.220 | NaN | NaN | 0.508 | 0.887 | NaN | 0.643 | NaN | NaN |
| 지점번호 | 0.840 | 1.000 | 0.000 | 0.000 | 0.544 | 0.674 | 0.453 | 0.102 | NaN | NaN | 0.436 | 0.789 | NaN | 0.275 | NaN | NaN |
| 관측일자 | 0.000 | 0.000 | 1.000 | 0.034 | 0.000 | 0.010 | 0.000 | 0.060 | NaN | NaN | 0.000 | 0.000 | NaN | 0.110 | NaN | NaN |
| 관측시간 | 0.000 | 0.000 | 0.034 | 1.000 | 0.000 | 0.000 | 0.000 | 0.313 | NaN | NaN | 0.000 | 0.008 | NaN | 0.081 | NaN | NaN |
| WGS84위도 | 0.945 | 0.544 | 0.000 | 0.000 | 1.000 | 0.634 | 0.635 | 0.142 | NaN | NaN | 0.174 | 0.619 | NaN | 0.313 | NaN | NaN |
| WGS84경도 | 0.923 | 0.674 | 0.010 | 0.000 | 0.634 | 1.000 | 0.626 | 0.094 | NaN | NaN | 0.219 | 0.556 | NaN | 0.279 | NaN | NaN |
| 고도(m) | 0.861 | 0.453 | 0.000 | 0.000 | 0.635 | 0.626 | 1.000 | 0.025 | NaN | NaN | 0.048 | 0.181 | NaN | 0.278 | NaN | NaN |
| 풍향(deg) | 0.220 | 0.102 | 0.060 | 0.313 | 0.142 | 0.094 | 0.025 | 1.000 | NaN | NaN | 0.012 | 0.033 | NaN | 0.200 | NaN | NaN |
| 풍속(m/s) | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1.000 | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 기온(℃) | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1.000 | NaN | NaN | NaN | NaN | NaN | NaN |
| 습도(%) | 0.508 | 0.436 | 0.000 | 0.000 | 0.174 | 0.219 | 0.048 | 0.012 | NaN | NaN | 1.000 | 0.000 | NaN | 0.061 | NaN | NaN |
| 현지기압(hPa) | 0.887 | 0.789 | 0.000 | 0.008 | 0.619 | 0.556 | 0.181 | 0.033 | NaN | NaN | 0.000 | 1.000 | NaN | 0.032 | NaN | NaN |
| 해면기압(hPa) | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1.000 | NaN | NaN | NaN |
| 강수감지(0:없음1:있음2:오류) | 0.643 | 0.275 | 0.110 | 0.081 | 0.313 | 0.279 | 0.278 | 0.200 | NaN | NaN | 0.061 | 0.032 | NaN | 1.000 | NaN | NaN |
| 시간누적강우량(mm) | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1.000 | NaN |
| 일누적강우량(mm) | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1.000 |
| 시군명 | 강수감지(0:없음1:있음2:오류) | |
|---|---|---|
| 시군명 | 1.000 | 0.417 |
| 강수감지(0:없음1:있음2:오류) | 0.417 | 1.000 |
| 지점번호 | 관측일자 | 관측시간 | WGS84위도 | WGS84경도 | 고도(m) | 풍향(deg) | 풍속(m/s) | 기온(℃) | 습도(%) | 현지기압(hPa) | 해면기압(hPa) | 시간누적강우량(mm) | 일누적강우량(mm) | 시군명 | 강수감지(0:없음1:있음2:오류) | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 지점번호 | 1.000 | 0.006 | 0.007 | 0.042 | 0.022 | -0.189 | 0.050 | 0.124 | -0.067 | 0.120 | 0.319 | 0.428 | 0.003 | 0.010 | 0.521 | 0.181 |
| 관측일자 | 0.006 | 1.000 | -0.029 | 0.007 | 0.012 | -0.004 | 0.029 | 0.030 | 0.011 | 0.024 | 0.027 | 0.040 | 0.086 | 0.061 | 0.000 | 0.105 |
| 관측시간 | 0.007 | -0.029 | 1.000 | 0.013 | 0.015 | 0.014 | 0.184 | 0.227 | 0.421 | -0.308 | -0.009 | -0.010 | 0.008 | 0.129 | 0.000 | 0.048 |
| WGS84위도 | 0.042 | 0.007 | 0.013 | 1.000 | -0.031 | 0.217 | -0.024 | -0.009 | -0.017 | -0.036 | 0.015 | 0.097 | 0.026 | 0.003 | 0.719 | 0.197 |
| WGS84경도 | 0.022 | 0.012 | 0.015 | -0.031 | 1.000 | 0.510 | -0.028 | -0.087 | 0.054 | -0.015 | -0.028 | 0.041 | -0.016 | -0.025 | 0.652 | 0.173 |
| 고도(m) | -0.189 | -0.004 | 0.014 | 0.217 | 0.510 | 1.000 | -0.002 | -0.073 | 0.018 | -0.112 | -0.019 | 0.012 | -0.015 | -0.025 | 0.618 | 0.218 |
| 풍향(deg) | 0.050 | 0.029 | 0.184 | -0.024 | -0.028 | -0.002 | 1.000 | 0.302 | 0.195 | -0.141 | 0.023 | 0.042 | 0.001 | 0.042 | 0.220 | 0.060 |
| 풍속(m/s) | 0.124 | 0.030 | 0.227 | -0.009 | -0.087 | -0.073 | 0.302 | 1.000 | 0.379 | -0.244 | 0.095 | 0.108 | 0.084 | 0.164 | 0.161 | 0.015 |
| 기온(℃) | -0.067 | 0.011 | 0.421 | -0.017 | 0.054 | 0.018 | 0.195 | 0.379 | 1.000 | -0.739 | -0.052 | -0.068 | -0.060 | -0.172 | 0.193 | 0.000 |
| 습도(%) | 0.120 | 0.024 | -0.308 | -0.036 | -0.015 | -0.112 | -0.141 | -0.244 | -0.739 | 1.000 | 0.076 | 0.052 | 0.267 | 0.356 | 0.536 | 0.066 |
| 현지기압(hPa) | 0.319 | 0.027 | -0.009 | 0.015 | -0.028 | -0.019 | 0.023 | 0.095 | -0.052 | 0.076 | 1.000 | 0.882 | 0.031 | 0.018 | 0.534 | 0.152 |
| 해면기압(hPa) | 0.428 | 0.040 | -0.010 | 0.097 | 0.041 | 0.012 | 0.042 | 0.108 | -0.068 | 0.052 | 0.882 | 1.000 | 0.003 | -0.012 | 0.534 | 0.159 |
| 시간누적강우량(mm) | 0.003 | 0.086 | 0.008 | 0.026 | -0.016 | -0.015 | 0.001 | 0.084 | -0.060 | 0.267 | 0.031 | 0.003 | 1.000 | 0.680 | 0.500 | 0.453 |
| 일누적강우량(mm) | 0.010 | 0.061 | 0.129 | 0.003 | -0.025 | -0.025 | 0.042 | 0.164 | -0.172 | 0.356 | 0.018 | -0.012 | 0.680 | 1.000 | 0.505 | 0.457 |
| 시군명 | 0.521 | 0.000 | 0.000 | 0.719 | 0.652 | 0.618 | 0.220 | 0.161 | 0.193 | 0.536 | 0.534 | 0.534 | 0.500 | 0.505 | 1.000 | 0.417 |
| 강수감지(0:없음1:있음2:오류) | 0.181 | 0.105 | 0.048 | 0.197 | 0.173 | 0.218 | 0.060 | 0.015 | 0.000 | 0.066 | 0.152 | 0.159 | 0.453 | 0.457 | 0.417 | 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.
| 시군명 | 지점번호 | 지점명 | 법정동명 | 관측일자 | 관측시간 | WGS84위도 | WGS84경도 | 고도(m) | 풍향(deg) | 풍속(m/s) | 기온(℃) | 습도(%) | 현지기압(hPa) | 해면기압(hPa) | 강수감지(0:없음1:있음2:오류) | 시간누적강우량(mm) | 일누적강우량(mm) | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 58686 | 안성시 | 516 | 안성 | 경기도 안성시 옥산동 | 20240422 | 17 | 37.0037 | 127.2502 | 23.92 | 106.0 | 1.7 | 22.9 | 42.4 | 1008.7 | 1011.4 | 0 | 0.0 | 0.0 |
| 69603 | 연천군 | 652 | 연천청산 | 경기도 연천군 청산면 초성리 | 20240419 | 7 | 37.99 | 127.0727 | 38.29 | 131.6 | 1.2 | 9.0 | 77.6 | -997.0 | -999.0 | 0 | 0.0 | 0.0 |
| 40073 | 안산시 | 435 | 고잔 | 경기도 안산시단원구 고잔동 | 20240428 | 13 | 37.3271 | 126.834 | 73.0 | 147.5 | 1.5 | 25.2 | 44.0 | -997.0 | -999.0 | 0 | 0.0 | 0.0 |
| 16323 | 남양주시 | 451 | 오남 | 경기도 남양주시 오남읍 양지리 | 20240506 | 0 | 37.6985 | 127.2048 | 87.99 | 165.8 | 0.8 | 16.5 | 93.3 | -997.0 | -999.0 | 0 | 1.0 | 38.0 |
| 531 | 가평군 | 485 | 신천 * | 경기도 가평군 설악면 신천리 | 20240511 | 0 | 37.6762 | 127.4948 | 75.61 | 290.6 | 0.2 | 10.9 | 64.7 | -997.0 | -999.0 | 0 | 0.0 | 0.0 |
| 66361 | 남양주시 | 541 | 남양주 | 경기도 남양주시 퇴계원면 퇴계원리 | 20240420 | 7 | 37.634 | 127.1506 | 25.36 | 223.9 | 0.8 | 14.0 | 76.4 | 1008.0 | 1011.0 | 0 | 0.0 | 0.0 |
| 38295 | 포천시 | 452 | 신북 | 경기도 포천시 신북면 기지리 | 20240429 | 3 | 37.9341 | 127.2264 | 95.19 | 321.4 | 0.7 | 11.5 | 66.8 | -997.0 | -999.0 | 0 | 0.0 | 0.0 |
| 54833 | 양평군 | 547 | 양동 | 경기도 양평군 양동면 쌍학리 | 20240423 | 22 | 37.4159 | 127.7549 | 108.62 | 358.9 | 2.2 | 14.0 | 59.9 | 997.5 | 1010.3 | 0 | 0.0 | 0.0 |
| 14825 | 파주시 | 567 | 적성 | 경기도 파주시 적성면 구읍리 | 20240506 | 12 | 37.9533 | 126.9318 | 71.25 | 250.6 | 1.7 | 13.6 | 82.4 | 999.0 | 1007.4 | 10 | 1.0 | 12.0 |
| 82639 | 가평군 | 505 | 가평조종 | 경기도 가평군 조종면 | 20240415 | 4 | 37.8244 | 127.3454 | 170.45 | 11.2 | 0.7 | 12.3 | 74.7 | 992.9 | 1013.2 | 0 | 0.0 | 0.0 |
| 시군명 | 지점번호 | 지점명 | 법정동명 | 관측일자 | 관측시간 | WGS84위도 | WGS84경도 | 고도(m) | 풍향(deg) | 풍속(m/s) | 기온(℃) | 습도(%) | 현지기압(hPa) | 해면기압(hPa) | 강수감지(0:없음1:있음2:오류) | 시간누적강우량(mm) | 일누적강우량(mm) | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 52448 | 용인시 | 436 | 역삼 | 경기도 용인시 역북동 | 20240424 | 16 | 37.2344 | 127.1884 | 110.83 | 300.9 | 1.1 | 17.4 | 60.7 | -997.0 | -999.0 | 0 | 0.0 | 15.5 |
| 9192 | 용인시 | 576 | 백암 | 경기도 용인시 백암면 근삼리 | 20240508 | 7 | 37.1297 | 127.3663 | 111.46 | 26.8 | 1.7 | 9.9 | 83.9 | 1005.9 | 1019.4 | 0 | 0.0 | 0.0 |
| 38628 | 양주시 | 598 | 양주 | 경기도 양주시 광적면 가납리 | 20240429 | 0 | 37.8312 | 126.9905 | 87.76 | 64.2 | 0.4 | 15.9 | 76.9 | 1002.2 | 1012.6 | 0 | 0.0 | 0.0 |
| 17040 | 의정부시 | 431 | 신곡 | 경기도 의정부시 신곡동 | 20240505 | 19 | 37.7487 | 127.0718 | 52.95 | 227.0 | 0.4 | 18.2 | 95.0 | -997.0 | -999.0 | 0 | 4.0 | 48.5 |
| 6915 | 안양시 | 365 | 석수동 | 경기도 안양시만안구 석수동 | 20240509 | 0 | 37.4092 | 126.8951 | 30.13 | -999.0 | -999.0 | 10.8 | 76.3 | -997.0 | -999.0 | 0 | 0.0 | 0.0 |
| 82986 | 용인시 | 436 | 역삼 | 경기도 용인시 역북동 | 20240415 | 2 | 37.2344 | 127.1884 | 110.83 | 181.1 | 0.2 | 16.7 | 53.1 | -997.0 | -999.0 | 0 | 0.0 | 0.0 |
| 6683 | 오산시 | 446 | 남촌 * | 경기도 오산시 오산동 | 20240509 | 2 | 37.1403 | 127.0637 | 17.48 | 161.7 | 0.0 | 10.7 | 90.0 | -997.0 | -999.0 | 0 | 0.0 | 0.0 |
| 48542 | 안성시 | 443 | 보개 | 경기도 안성시 보개면 불현리 | 20240425 | 21 | 37.0331 | 127.3063 | 66.04 | 0.0 | 0.0 | 11.6 | 89.3 | -997.0 | -999.0 | 0 | 0.0 | 0.0 |
| 19812 | 용인시 | 576 | 백암 | 경기도 용인시 백암면 근삼리 | 20240504 | 22 | 37.1297 | 127.3663 | 111.46 | 345.1 | 0.2 | 15.5 | 75.9 | 1003.0 | 1016.2 | 0 | 0.0 | 0.0 |
| 23936 | 용인시 | 370 | 이동묵리 | 경기도 용인시 이동면 묵리 | 20240503 | 15 | 37.1789 | 127.25 | 241.0 | 259.1 | 0.8 | 28.8 | 36.2 | 500.0 | -999.0 | 0 | 0.0 | 0.0 |