Dataset statistics
| Number of variables | 15 |
|---|---|
| Number of observations | 10000 |
| Missing cells | 17501 |
| Missing cells (%) | 11.7% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 1.3 MiB |
| Average record size in memory | 137.0 B |
Variable types
| Text | 3 |
|---|---|
| Numeric | 9 |
| Boolean | 1 |
| DateTime | 2 |
Dataset
| Description | 국유림경영정보 경영계획부 이력정보 입니다.- 경영계획부번호, 이력관리번호, 차기번호, 경영계획구ID, 임반ID, 소반ID, 입목지면적,미립목지면적, 제지면적 등 |
|---|---|
| Author | 산림청 |
| URL | https://www.data.go.kr/data/15120480/fileData.do |
사용여부 has constant value "" | Constant |
입목지면적 has 128 (1.3%) missing values | Missing |
미립목지면적 has 128 (1.3%) missing values | Missing |
제지면적 has 128 (1.3%) missing values | Missing |
소반지피에스엑스좌표 has 3857 (38.6%) missing values | Missing |
소반지피에스와이좌표 has 3857 (38.6%) missing values | Missing |
신청서번호 has 9403 (94.0%) missing values | Missing |
미립목지면적 is highly skewed (γ1 = 31.69609979) | Skewed |
입목지면적 has 189 (1.9%) zeros | Zeros |
미립목지면적 has 9712 (97.1%) zeros | Zeros |
제지면적 has 8400 (84.0%) zeros | Zeros |
Reproduction
| Analysis started | 2023-12-12 23:04:00.387920 |
|---|---|
| Analysis finished | 2023-12-12 23:04:11.036256 |
| Duration | 10.65 seconds |
| Software version | ydata-profiling vv4.5.1 |
| Download configuration | config.json |
경영계획부번호
Text
| Distinct | 9311 |
|---|---|
| Distinct (%) | 93.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 156.2 KiB |
Length
| Max length | 22 |
|---|---|
| Median length | 20 |
| Mean length | 20.4128 |
| Min length | 19 |
Characters and Unicode
| Total characters | 204128 |
|---|---|
| Distinct characters | 12 |
| Distinct categories | 3 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 8686 ? |
|---|---|
| Unique (%) | 86.9% |
Sample
| 1st row | 142_8_008-000_012-002 |
|---|---|
| 2nd row | 47_8_096-000_006-000 |
| 3rd row | 45_8_072-000_013-000 |
| 4th row | 16_7_052-000_012-004 |
| 5th row | 45_8_094-000_003-000 |
| Value | Count | Frequency (%) |
| 126_2_006-000_015-001 | 5 | < 0.1% |
| 44_8_014-000_010-000 | 4 | < 0.1% |
| 98_9_065-000_002-000 | 4 | < 0.1% |
| 1001_1_001-000_005-000 | 4 | < 0.1% |
| 999_2_005-000_011-001 | 4 | < 0.1% |
| 16_8_054-000_004-000 | 4 | < 0.1% |
| 98_9_076-000_004-000 | 4 | < 0.1% |
| 143_8_035-001_024-000 | 4 | < 0.1% |
| 143_8_035-001_015-000 | 4 | < 0.1% |
| 130_8_003-000_047-000 | 4 | < 0.1% |
| Other values (9301) | 9959 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 89356 | |
| _ | 30000 | 14.7% |
| - | 20000 | 9.8% |
| 1 | 17075 | 8.4% |
| 8 | 9491 | 4.6% |
| 2 | 8579 | 4.2% |
| 3 | 6522 | 3.2% |
| 4 | 6350 | 3.1% |
| 5 | 5044 | 2.5% |
| 7 | 4196 | 2.1% |
| Other values (2) | 7515 | 3.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 154128 | |
| Connector Punctuation | 30000 | 14.7% |
| Dash Punctuation | 20000 | 9.8% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 89356 | |
| 1 | 17075 | 11.1% |
| 8 | 9491 | 6.2% |
| 2 | 8579 | 5.6% |
| 3 | 6522 | 4.2% |
| 4 | 6350 | 4.1% |
| 5 | 5044 | 3.3% |
| 7 | 4196 | 2.7% |
| 9 | 3852 | 2.5% |
| 6 | 3663 | 2.4% |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 30000 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 20000 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 204128 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 89356 | |
| _ | 30000 | 14.7% |
| - | 20000 | 9.8% |
| 1 | 17075 | 8.4% |
| 8 | 9491 | 4.6% |
| 2 | 8579 | 4.2% |
| 3 | 6522 | 3.2% |
| 4 | 6350 | 3.1% |
| 5 | 5044 | 2.5% |
| 7 | 4196 | 2.1% |
| Other values (2) | 7515 | 3.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 204128 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 89356 | |
| _ | 30000 | 14.7% |
| - | 20000 | 9.8% |
| 1 | 17075 | 8.4% |
| 8 | 9491 | 4.6% |
| 2 | 8579 | 4.2% |
| 3 | 6522 | 3.2% |
| 4 | 6350 | 3.1% |
| 5 | 5044 | 2.5% |
| 7 | 4196 | 2.1% |
| Other values (2) | 7515 | 3.7% |
이력관리번호
Real number (ℝ)
| Distinct | 16 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.6973 |
| Minimum | 1 |
|---|---|
| Maximum | 16 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 166.0 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 4 |
| Maximum | 16 |
| Range | 15 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.2327306 |
|---|---|
| Coefficient of variation (CV) | 0.72628915 |
| Kurtosis | 18.885396 |
| Mean | 1.6973 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.4058743 |
| Sum | 16973 |
| Variance | 1.5196247 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=16)
| Value | Count | Frequency (%) |
| 1 | 6047 | |
| 2 | 2419 | |
| 3 | 833 | 8.3% |
| 4 | 381 | 3.8% |
| 5 | 144 | 1.4% |
| 6 | 74 | 0.7% |
| 7 | 37 | 0.4% |
| 8 | 26 | 0.3% |
| 11 | 10 | 0.1% |
| 9 | 8 | 0.1% |
| Other values (6) | 21 | 0.2% |
| Value | Count | Frequency (%) |
| 1 | 6047 | |
| 2 | 2419 | |
| 3 | 833 | 8.3% |
| 4 | 381 | 3.8% |
| 5 | 144 | 1.4% |
| 6 | 74 | 0.7% |
| 7 | 37 | 0.4% |
| 8 | 26 | 0.3% |
| 9 | 8 | 0.1% |
| 10 | 7 | 0.1% |
| Value | Count | Frequency (%) |
| 16 | 1 | < 0.1% |
| 15 | 1 | < 0.1% |
| 14 | 2 | < 0.1% |
| 13 | 3 | < 0.1% |
| 12 | 7 | 0.1% |
| 11 | 10 | 0.1% |
| 10 | 7 | 0.1% |
| 9 | 8 | 0.1% |
| 8 | 26 | |
| 7 | 37 |
차기번호
Real number (ℝ)
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.2785 |
| Minimum | 1 |
|---|---|
| Maximum | 9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 166.0 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 8 |
| median | 8 |
| Q3 | 8 |
| 95-th percentile | 9 |
| Maximum | 9 |
| Range | 8 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.9574271 |
|---|---|
| Coefficient of variation (CV) | 0.26893276 |
| Kurtosis | 4.363663 |
| Mean | 7.2785 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -2.3988798 |
| Sum | 72785 |
| Variance | 3.8315209 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=7)
| Value | Count | Frequency (%) |
| 8 | 6934 | |
| 7 | 1309 | 13.1% |
| 9 | 680 | 6.8% |
| 2 | 574 | 5.7% |
| 1 | 390 | 3.9% |
| 3 | 62 | 0.6% |
| 6 | 51 | 0.5% |
| Value | Count | Frequency (%) |
| 1 | 390 | 3.9% |
| 2 | 574 | 5.7% |
| 3 | 62 | 0.6% |
| 6 | 51 | 0.5% |
| 7 | 1309 | 13.1% |
| 8 | 6934 | |
| 9 | 680 | 6.8% |
| Value | Count | Frequency (%) |
| 9 | 680 | 6.8% |
| 8 | 6934 | |
| 7 | 1309 | 13.1% |
| 6 | 51 | 0.5% |
| 3 | 62 | 0.6% |
| 2 | 574 | 5.7% |
| 1 | 390 | 3.9% |
경영계획구아이디
Real number (ℝ)
| Distinct | 103 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 81.592 |
| Minimum | 0 |
|---|---|
| Maximum | 1001 |
| Zeros | 36 |
| Zeros (%) | 0.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 166.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 14 |
| Q1 | 27 |
| median | 51 |
| Q3 | 117 |
| 95-th percentile | 142 |
| Maximum | 1001 |
| Range | 1001 |
| Interquartile range (IQR) | 90 |
Descriptive statistics
| Standard deviation | 105.37713 |
|---|---|
| Coefficient of variation (CV) | 1.291513 |
| Kurtosis | 57.548908 |
| Mean | 81.592 |
| Median Absolute Deviation (MAD) | 39 |
| Skewness | 6.9005626 |
| Sum | 815920 |
| Variance | 11104.339 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 25 | 548 | 5.5% |
| 45 | 454 | 4.5% |
| 16 | 406 | 4.1% |
| 114 | 375 | 3.8% |
| 111 | 330 | 3.3% |
| 51 | 286 | 2.9% |
| 47 | 280 | 2.8% |
| 133 | 256 | 2.6% |
| 116 | 235 | 2.4% |
| 49 | 230 | 2.3% |
| Other values (93) | 6600 |
| Value | Count | Frequency (%) |
| 0 | 36 | |
| 1 | 20 | 0.2% |
| 2 | 31 | 0.3% |
| 3 | 16 | 0.2% |
| 5 | 41 | |
| 6 | 7 | 0.1% |
| 7 | 56 | |
| 8 | 74 | |
| 9 | 81 | |
| 10 | 58 |
| Value | Count | Frequency (%) |
| 1001 | 14 | 0.1% |
| 1000 | 24 | 0.2% |
| 999 | 67 | 0.7% |
| 147 | 11 | 0.1% |
| 146 | 32 | 0.3% |
| 145 | 90 | |
| 144 | 48 | 0.5% |
| 143 | 199 | |
| 142 | 153 | |
| 141 | 41 | 0.4% |
임반아이디
Text
| Distinct | 366 |
|---|---|
| Distinct (%) | 3.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 156.2 KiB |
Length
| Max length | 7 |
|---|---|
| Median length | 7 |
| Mean length | 7 |
| Min length | 7 |
Characters and Unicode
| Total characters | 70000 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 47 ? |
|---|---|
| Unique (%) | 0.5% |
Sample
| 1st row | 008-000 |
|---|---|
| 2nd row | 096-000 |
| 3rd row | 072-000 |
| 4th row | 052-000 |
| 5th row | 094-000 |
| Value | Count | Frequency (%) |
| 001-000 | 347 | 3.5% |
| 008-000 | 235 | 2.4% |
| 004-000 | 233 | 2.3% |
| 007-000 | 226 | 2.3% |
| 003-000 | 225 | 2.2% |
| 006-000 | 216 | 2.2% |
| 002-000 | 212 | 2.1% |
| 009-000 | 204 | 2.0% |
| 005-000 | 197 | 2.0% |
| 010-000 | 187 | 1.9% |
| Other values (356) | 7718 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 41507 | |
| - | 10000 | 14.3% |
| 1 | 4255 | 6.1% |
| 2 | 2575 | 3.7% |
| 3 | 2120 | 3.0% |
| 4 | 1876 | 2.7% |
| 5 | 1801 | 2.6% |
| 6 | 1741 | 2.5% |
| 7 | 1453 | 2.1% |
| 9 | 1352 | 1.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 60000 | |
| Dash Punctuation | 10000 | 14.3% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 41507 | |
| 1 | 4255 | 7.1% |
| 2 | 2575 | 4.3% |
| 3 | 2120 | 3.5% |
| 4 | 1876 | 3.1% |
| 5 | 1801 | 3.0% |
| 6 | 1741 | 2.9% |
| 7 | 1453 | 2.4% |
| 9 | 1352 | 2.3% |
| 8 | 1320 | 2.2% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 10000 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 70000 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 41507 | |
| - | 10000 | 14.3% |
| 1 | 4255 | 6.1% |
| 2 | 2575 | 3.7% |
| 3 | 2120 | 3.0% |
| 4 | 1876 | 2.7% |
| 5 | 1801 | 2.6% |
| 6 | 1741 | 2.5% |
| 7 | 1453 | 2.1% |
| 9 | 1352 | 1.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 70000 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 41507 | |
| - | 10000 | 14.3% |
| 1 | 4255 | 6.1% |
| 2 | 2575 | 3.7% |
| 3 | 2120 | 3.0% |
| 4 | 1876 | 2.7% |
| 5 | 1801 | 2.6% |
| 6 | 1741 | 2.5% |
| 7 | 1453 | 2.1% |
| 9 | 1352 | 1.9% |
소반아이디
Text
| Distinct | 279 |
|---|---|
| Distinct (%) | 2.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 156.2 KiB |
Length
| Max length | 7 |
|---|---|
| Median length | 7 |
| Mean length | 7 |
| Min length | 7 |
Characters and Unicode
| Total characters | 70000 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 91 ? |
|---|---|
| Unique (%) | 0.9% |
Sample
| 1st row | 012-002 |
|---|---|
| 2nd row | 006-000 |
| 3rd row | 013-000 |
| 4th row | 012-004 |
| 5th row | 003-000 |
| Value | Count | Frequency (%) |
| 001-000 | 1168 | 11.7% |
| 002-000 | 1050 | 10.5% |
| 003-000 | 895 | 8.9% |
| 004-000 | 798 | 8.0% |
| 005-000 | 678 | 6.8% |
| 006-000 | 548 | 5.5% |
| 007-000 | 421 | 4.2% |
| 008-000 | 402 | 4.0% |
| 009-000 | 354 | 3.5% |
| 010-000 | 273 | 2.7% |
| Other values (269) | 3413 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 46380 | |
| - | 10000 | 14.3% |
| 1 | 4324 | 6.2% |
| 2 | 2428 | 3.5% |
| 3 | 1665 | 2.4% |
| 4 | 1357 | 1.9% |
| 5 | 1104 | 1.6% |
| 6 | 883 | 1.3% |
| 7 | 693 | 1.0% |
| 8 | 613 | 0.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 60000 | |
| Dash Punctuation | 10000 | 14.3% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 46380 | |
| 1 | 4324 | 7.2% |
| 2 | 2428 | 4.0% |
| 3 | 1665 | 2.8% |
| 4 | 1357 | 2.3% |
| 5 | 1104 | 1.8% |
| 6 | 883 | 1.5% |
| 7 | 693 | 1.2% |
| 8 | 613 | 1.0% |
| 9 | 553 | 0.9% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 10000 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 70000 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 46380 | |
| - | 10000 | 14.3% |
| 1 | 4324 | 6.2% |
| 2 | 2428 | 3.5% |
| 3 | 1665 | 2.4% |
| 4 | 1357 | 1.9% |
| 5 | 1104 | 1.6% |
| 6 | 883 | 1.3% |
| 7 | 693 | 1.0% |
| 8 | 613 | 0.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 70000 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 46380 | |
| - | 10000 | 14.3% |
| 1 | 4324 | 6.2% |
| 2 | 2428 | 3.5% |
| 3 | 1665 | 2.4% |
| 4 | 1357 | 1.9% |
| 5 | 1104 | 1.6% |
| 6 | 883 | 1.3% |
| 7 | 693 | 1.0% |
| 8 | 613 | 0.9% |
입목지면적
Real number (ℝ)
MISSING ZEROS
| Distinct | 660 |
|---|---|
| Distinct (%) | 6.7% |
| Missing | 128 |
| Missing (%) | 1.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 25.195533 |
| Minimum | 0 |
|---|---|
| Maximum | 395 |
| Zeros | 189 |
| Zeros (%) | 1.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 166.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 5 |
| median | 12 |
| Q3 | 31 |
| 95-th percentile | 94 |
| Maximum | 395 |
| Range | 395 |
| Interquartile range (IQR) | 26 |
Descriptive statistics
| Standard deviation | 35.423512 |
|---|---|
| Coefficient of variation (CV) | 1.4059442 |
| Kurtosis | 14.231879 |
| Mean | 25.195533 |
| Median Absolute Deviation (MAD) | 9 |
| Skewness | 3.1777826 |
| Sum | 248730.3 |
| Variance | 1254.8252 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 2.0 | 572 | 5.7% |
| 3.0 | 501 | 5.0% |
| 4.0 | 413 | 4.1% |
| 5.0 | 385 | 3.9% |
| 6.0 | 371 | 3.7% |
| 1.0 | 356 | 3.6% |
| 7.0 | 326 | 3.3% |
| 8.0 | 283 | 2.8% |
| 10.0 | 271 | 2.7% |
| 9.0 | 231 | 2.3% |
| Other values (650) | 6163 |
| Value | Count | Frequency (%) |
| 0.0 | 189 | |
| 0.2 | 1 | < 0.1% |
| 0.3 | 1 | < 0.1% |
| 0.4 | 1 | < 0.1% |
| 0.5 | 6 | 0.1% |
| 0.6 | 2 | < 0.1% |
| 0.7 | 4 | < 0.1% |
| 0.8 | 5 | 0.1% |
| 0.9 | 6 | 0.1% |
| 1.0 | 356 |
| Value | Count | Frequency (%) |
| 395.0 | 1 | |
| 380.0 | 1 | |
| 336.0 | 1 | |
| 311.0 | 2 | |
| 310.0 | 2 | |
| 290.0 | 1 | |
| 285.0 | 1 | |
| 283.8 | 1 | |
| 279.2 | 1 | |
| 275.0 | 1 |
미립목지면적
Real number (ℝ)
MISSING SKEWED ZEROS
| Distinct | 49 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 128 |
| Missing (%) | 1.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.080155997 |
| Minimum | 0 |
|---|---|
| Maximum | 68 |
| Zeros | 9712 |
| Zeros (%) | 97.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 166.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 68 |
| Range | 68 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.2394228 |
|---|---|
| Coefficient of variation (CV) | 15.462633 |
| Kurtosis | 1344.2118 |
| Mean | 0.080155997 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 31.6961 |
| Sum | 791.3 |
| Variance | 1.5361688 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=49)
| Value | Count | Frequency (%) |
| 0.0 | 9712 | |
| 1.0 | 26 | 0.3% |
| 2.0 | 18 | 0.2% |
| 3.0 | 10 | 0.1% |
| 4.0 | 8 | 0.1% |
| 5.0 | 8 | 0.1% |
| 0.5 | 7 | 0.1% |
| 0.1 | 7 | 0.1% |
| 6.0 | 6 | 0.1% |
| 9.0 | 4 | < 0.1% |
| Other values (39) | 66 | 0.7% |
| (Missing) | 128 | 1.3% |
| Value | Count | Frequency (%) |
| 0.0 | 9712 | |
| 0.1 | 7 | 0.1% |
| 0.2 | 4 | < 0.1% |
| 0.3 | 3 | < 0.1% |
| 0.4 | 2 | < 0.1% |
| 0.5 | 7 | 0.1% |
| 0.6 | 3 | < 0.1% |
| 0.7 | 1 | < 0.1% |
| 0.8 | 1 | < 0.1% |
| 0.9 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 68.0 | 1 | < 0.1% |
| 50.0 | 1 | < 0.1% |
| 35.0 | 1 | < 0.1% |
| 30.0 | 1 | < 0.1% |
| 22.0 | 1 | < 0.1% |
| 21.0 | 3 | |
| 20.0 | 3 | |
| 18.2 | 1 | < 0.1% |
| 14.0 | 1 | < 0.1% |
| 12.0 | 2 |
제지면적
Real number (ℝ)
MISSING ZEROS
| Distinct | 96 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 128 |
| Missing (%) | 1.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.6235312 |
| Minimum | 0 |
|---|---|
| Maximum | 132 |
| Zeros | 8400 |
| Zeros (%) | 84.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 166.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 3 |
| Maximum | 132 |
| Range | 132 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 3.7973502 |
|---|---|
| Coefficient of variation (CV) | 6.0900725 |
| Kurtosis | 359.00977 |
| Mean | 0.6235312 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 16.081698 |
| Sum | 6155.5 |
| Variance | 14.419869 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.0 | 8400 | |
| 1.0 | 496 | 5.0% |
| 2.0 | 297 | 3.0% |
| 3.0 | 172 | 1.7% |
| 5.0 | 86 | 0.9% |
| 4.0 | 51 | 0.5% |
| 10.0 | 24 | 0.2% |
| 6.0 | 24 | 0.2% |
| 7.0 | 22 | 0.2% |
| 0.3 | 21 | 0.2% |
| Other values (86) | 279 | 2.8% |
| (Missing) | 128 | 1.3% |
| Value | Count | Frequency (%) |
| 0.0 | 8400 | |
| 0.1 | 20 | 0.2% |
| 0.2 | 12 | 0.1% |
| 0.3 | 21 | 0.2% |
| 0.4 | 10 | 0.1% |
| 0.5 | 20 | 0.2% |
| 0.6 | 4 | < 0.1% |
| 0.7 | 16 | 0.2% |
| 0.8 | 5 | 0.1% |
| 0.9 | 6 | 0.1% |
| Value | Count | Frequency (%) |
| 132.0 | 1 | |
| 103.0 | 1 | |
| 91.0 | 1 | |
| 83.0 | 1 | |
| 79.9 | 1 | |
| 78.0 | 1 | |
| 68.0 | 1 | |
| 66.0 | 1 | |
| 65.0 | 1 | |
| 60.0 | 1 |
소반지피에스엑스좌표
Real number (ℝ)
MISSING
| Distinct | 5588 |
|---|---|
| Distinct (%) | 91.0% |
| Missing | 3857 |
| Missing (%) | 38.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 226029.72 |
| Minimum | 0 |
|---|---|
| Maximum | 2155441 |
| Zeros | 17 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 166.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 126009.2 |
| Q1 | 176586.5 |
| median | 218609 |
| Q3 | 274421 |
| 95-th percentile | 320629.6 |
| Maximum | 2155441 |
| Range | 2155441 |
| Interquartile range (IQR) | 97834.5 |
Descriptive statistics
| Standard deviation | 74243.585 |
|---|---|
| Coefficient of variation (CV) | 0.32846824 |
| Kurtosis | 75.158034 |
| Mean | 226029.72 |
| Median Absolute Deviation (MAD) | 49864 |
| Skewness | 3.4561034 |
| Sum | 1.3885006 × 109 |
| Variance | 5.5121099 × 109 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.0 | 17 | 0.2% |
| 163832.0 | 4 | < 0.1% |
| 112424.0 | 4 | < 0.1% |
| 202918.3599 | 4 | < 0.1% |
| 184095.0 | 4 | < 0.1% |
| 239545.0 | 4 | < 0.1% |
| 221959.0 | 4 | < 0.1% |
| 273918.0 | 3 | < 0.1% |
| 220237.0 | 3 | < 0.1% |
| 310043.0 | 3 | < 0.1% |
| Other values (5578) | 6093 | |
| (Missing) | 3857 |
| Value | Count | Frequency (%) |
| 0.0 | 17 | |
| 126.9138 | 1 | < 0.1% |
| 127.0179 | 1 | < 0.1% |
| 127.1926 | 1 | < 0.1% |
| 127.3633 | 1 | < 0.1% |
| 127.3639 | 1 | < 0.1% |
| 127.3651 | 1 | < 0.1% |
| 127.5807 | 1 | < 0.1% |
| 127.928 | 1 | < 0.1% |
| 128.0562 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 2155441.0 | 1 | |
| 481055.0 | 2 | |
| 479297.0 | 2 | |
| 478886.0 | 2 | |
| 478675.0 | 1 | |
| 478248.0 | 2 | |
| 477691.0 | 1 | |
| 476253.0 | 1 | |
| 475643.0 | 1 | |
| 474879.0 | 1 |
소반지피에스와이좌표
Real number (ℝ)
MISSING
| Distinct | 5605 |
|---|---|
| Distinct (%) | 91.2% |
| Missing | 3857 |
| Missing (%) | 38.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 384977.25 |
| Minimum | 0 |
|---|---|
| Maximum | 662933 |
| Zeros | 17 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 166.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 150991.89 |
| Q1 | 313302.5 |
| median | 426031 |
| Q3 | 475470 |
| 95-th percentile | 519051.9 |
| Maximum | 662933 |
| Range | 662933 |
| Interquartile range (IQR) | 162167.5 |
Descriptive statistics
| Standard deviation | 116251.42 |
|---|---|
| Coefficient of variation (CV) | 0.30196958 |
| Kurtosis | -0.0073322488 |
| Mean | 384977.25 |
| Median Absolute Deviation (MAD) | 66507 |
| Skewness | -0.91641684 |
| Sum | 2.3649152 × 109 |
| Variance | 1.3514393 × 1010 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.0 | 17 | 0.2% |
| 142123.0 | 4 | < 0.1% |
| 522590.0 | 4 | < 0.1% |
| 46411.0 | 4 | < 0.1% |
| 486627.0 | 4 | < 0.1% |
| 379094.5448 | 4 | < 0.1% |
| 323006.0 | 4 | < 0.1% |
| 487782.0 | 3 | < 0.1% |
| 483797.0 | 3 | < 0.1% |
| 482369.0 | 3 | < 0.1% |
| Other values (5595) | 6093 | |
| (Missing) | 3857 |
| Value | Count | Frequency (%) |
| 0.0 | 17 | |
| 37.3242 | 1 | < 0.1% |
| 37.3699 | 1 | < 0.1% |
| 37.3988 | 1 | < 0.1% |
| 37.4085 | 1 | < 0.1% |
| 37.4138 | 1 | < 0.1% |
| 37.4243 | 1 | < 0.1% |
| 37.6114 | 1 | < 0.1% |
| 38.106 | 1 | < 0.1% |
| 38.1141 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 662933.0 | 1 | |
| 560849.0 | 1 | |
| 560664.0 | 1 | |
| 542114.0 | 2 | |
| 541011.0 | 1 | |
| 540998.0 | 1 | |
| 540821.0 | 1 | |
| 538563.0 | 1 | |
| 538455.0 | 2 | |
| 538042.0 | 2 |
신청서번호
Real number (ℝ)
MISSING
| Distinct | 303 |
|---|---|
| Distinct (%) | 50.8% |
| Missing | 9403 |
| Missing (%) | 94.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11207.273 |
| Minimum | 10016 |
|---|---|
| Maximum | 12762 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 166.0 KiB |
Quantile statistics
| Minimum | 10016 |
|---|---|
| 5-th percentile | 10135.2 |
| Q1 | 10554 |
| median | 11294 |
| Q3 | 11791 |
| 95-th percentile | 12230.2 |
| Maximum | 12762 |
| Range | 2746 |
| Interquartile range (IQR) | 1237 |
Descriptive statistics
| Standard deviation | 669.72023 |
|---|---|
| Coefficient of variation (CV) | 0.059757644 |
| Kurtosis | -1.0965475 |
| Mean | 11207.273 |
| Median Absolute Deviation (MAD) | 550 |
| Skewness | -0.12286185 |
| Sum | 6690742 |
| Variance | 448525.19 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 10391 | 27 | 0.3% |
| 10016 | 17 | 0.2% |
| 11887 | 13 | 0.1% |
| 10412 | 12 | 0.1% |
| 11826 | 11 | 0.1% |
| 10132 | 10 | 0.1% |
| 11097 | 8 | 0.1% |
| 11511 | 6 | 0.1% |
| 11771 | 6 | 0.1% |
| 11352 | 6 | 0.1% |
| Other values (293) | 481 | 4.8% |
| (Missing) | 9403 |
| Value | Count | Frequency (%) |
| 10016 | 17 | |
| 10046 | 1 | < 0.1% |
| 10100 | 1 | < 0.1% |
| 10111 | 1 | < 0.1% |
| 10132 | 10 | |
| 10136 | 1 | < 0.1% |
| 10144 | 3 | < 0.1% |
| 10155 | 4 | < 0.1% |
| 10158 | 2 | < 0.1% |
| 10165 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 12762 | 1 | |
| 12573 | 1 | |
| 12490 | 1 | |
| 12484 | 1 | |
| 12466 | 1 | |
| 12464 | 1 | |
| 12413 | 1 | |
| 12405 | 1 | |
| 12402 | 1 | |
| 12370 | 1 |
사용여부
Boolean
CONSTANT
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 87.9 KiB |
| True |
|---|
| Value | Count | Frequency (%) |
| True | 10000 |
최초등록일시
Date
| Distinct | 438 |
|---|---|
| Distinct (%) | 4.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 156.2 KiB |
| Minimum | 2009-03-18 00:00:00 |
|---|---|
| Maximum | 2018-10-08 00:00:00 |
Histogram with fixed size bins (bins=50)
최종수정일시
Date
| Distinct | 501 |
|---|---|
| Distinct (%) | 5.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 156.2 KiB |
| Minimum | 2009-03-20 00:00:00 |
|---|---|
| Maximum | 2018-10-08 00:00:00 |
Histogram with fixed size bins (bins=50)
| 이력관리번호 | 차기번호 | 경영계획구아이디 | 입목지면적 | 미립목지면적 | 제지면적 | 소반지피에스엑스좌표 | 소반지피에스와이좌표 | 신청서번호 | |
|---|---|---|---|---|---|---|---|---|---|
| 이력관리번호 | 1.000 | 0.145 | 0.168 | 0.104 | 0.000 | 0.000 | 0.099 | 0.204 | 0.381 |
| 차기번호 | 0.145 | 1.000 | 0.353 | 0.037 | 0.000 | 0.000 | 0.166 | 0.397 | 0.336 |
| 경영계획구아이디 | 0.168 | 0.353 | 1.000 | 0.038 | 0.000 | 0.051 | 0.230 | 0.596 | 0.280 |
| 입목지면적 | 0.104 | 0.037 | 0.038 | 1.000 | 0.000 | 0.000 | 0.000 | 0.138 | 0.021 |
| 미립목지면적 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.105 | 0.131 |
| 제지면적 | 0.000 | 0.000 | 0.051 | 0.000 | 0.000 | 1.000 | 0.000 | 0.089 | 0.000 |
| 소반지피에스엑스좌표 | 0.099 | 0.166 | 0.230 | 0.000 | 0.000 | 0.000 | 1.000 | 0.500 | 0.214 |
| 소반지피에스와이좌표 | 0.204 | 0.397 | 0.596 | 0.138 | 0.105 | 0.089 | 0.500 | 1.000 | 0.491 |
| 신청서번호 | 0.381 | 0.336 | 0.280 | 0.021 | 0.131 | 0.000 | 0.214 | 0.491 | 1.000 |
| 이력관리번호 | 차기번호 | 경영계획구아이디 | 입목지면적 | 미립목지면적 | 제지면적 | 소반지피에스엑스좌표 | 소반지피에스와이좌표 | 신청서번호 | |
|---|---|---|---|---|---|---|---|---|---|
| 이력관리번호 | 1.000 | 0.172 | 0.129 | 0.073 | -0.006 | -0.014 | 0.073 | 0.055 | 0.427 |
| 차기번호 | 0.172 | 1.000 | -0.089 | -0.027 | -0.012 | -0.010 | 0.055 | 0.055 | 0.201 |
| 경영계획구아이디 | 0.129 | -0.089 | 1.000 | -0.051 | 0.036 | 0.000 | -0.119 | -0.432 | -0.094 |
| 입목지면적 | 0.073 | -0.027 | -0.051 | 1.000 | -0.098 | 0.264 | -0.036 | 0.038 | 0.110 |
| 미립목지면적 | -0.006 | -0.012 | 0.036 | -0.098 | 1.000 | 0.001 | -0.023 | -0.056 | -0.055 |
| 제지면적 | -0.014 | -0.010 | 0.000 | 0.264 | 0.001 | 1.000 | -0.098 | -0.079 | -0.026 |
| 소반지피에스엑스좌표 | 0.073 | 0.055 | -0.119 | -0.036 | -0.023 | -0.098 | 1.000 | 0.033 | 0.032 |
| 소반지피에스와이좌표 | 0.055 | 0.055 | -0.432 | 0.038 | -0.056 | -0.079 | 0.033 | 1.000 | -0.099 |
| 신청서번호 | 0.427 | 0.201 | -0.094 | 0.110 | -0.055 | -0.026 | 0.032 | -0.099 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
| 경영계획부번호 | 이력관리번호 | 차기번호 | 경영계획구아이디 | 임반아이디 | 소반아이디 | 입목지면적 | 미립목지면적 | 제지면적 | 소반지피에스엑스좌표 | 소반지피에스와이좌표 | 신청서번호 | 사용여부 | 최초등록일시 | 최종수정일시 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 51684 | 142_8_008-000_012-002 | 2 | 8 | 142 | 008-000 | 012-002 | 5.0 | 0.0 | 0.0 | 221532.0 | 201517.0 | <NA> | Y | 2016-04-14 | 2016-04-14 |
| 65962 | 47_8_096-000_006-000 | 1 | 8 | 47 | 096-000 | 006-000 | 55.0 | 0.0 | 0.0 | <NA> | <NA> | <NA> | Y | 2016-04-11 | 2016-04-11 |
| 44404 | 45_8_072-000_013-000 | 1 | 8 | 45 | 072-000 | 013-000 | 35.0 | 0.0 | 0.0 | 282809.0 | 488532.0 | <NA> | Y | 2016-04-14 | 2016-04-14 |
| 14316 | 16_7_052-000_012-004 | 1 | 7 | 16 | 052-000 | 012-004 | 1.0 | 0.0 | 0.0 | <NA> | <NA> | <NA> | Y | 2015-11-12 | 2015-11-12 |
| 1139 | 45_8_094-000_003-000 | 2 | 8 | 45 | 094-000 | 003-000 | 30.0 | 0.0 | 0.0 | 273622.0 | 488171.0 | <NA> | Y | 2009-10-21 | 2014-04-26 |
| 91856 | 113_9_037-000_001-000 | 2 | 9 | 113 | 037-000 | 001-000 | 44.0 | 0.0 | 1.0 | 151272.0 | 426677.0 | 12211 | Y | 2016-04-11 | 2016-04-11 |
| 7225 | 48_8_007-000_006-003 | 4 | 8 | 48 | 007-000 | 006-003 | 17.5 | 0.0 | 0.0 | 286827.0 | 401366.0 | <NA> | Y | 2013-10-04 | 2015-06-12 |
| 44474 | 49_8_010-000_001-000 | 2 | 8 | 49 | 010-000 | 001-000 | 43.0 | 0.0 | 0.0 | 319476.0 | 475339.0 | <NA> | Y | 2016-04-14 | 2016-04-14 |
| 6548 | 145_8_006-000_002-000 | 1 | 8 | 145 | 006-000 | 002-000 | 5.5 | 0.0 | 0.0 | 113023.0 | 113023.0 | <NA> | Y | 2014-02-28 | 2014-02-28 |
| 42719 | 16_8_037-000_002-007 | 1 | 8 | 16 | 037-000 | 002-007 | 3.0 | 0.0 | 0.0 | 115377.0 | 527469.0 | <NA> | Y | 2016-04-14 | 2016-04-14 |
| 경영계획부번호 | 이력관리번호 | 차기번호 | 경영계획구아이디 | 임반아이디 | 소반아이디 | 입목지면적 | 미립목지면적 | 제지면적 | 소반지피에스엑스좌표 | 소반지피에스와이좌표 | 신청서번호 | 사용여부 | 최초등록일시 | 최종수정일시 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 64322 | 104_6_045-000_006-000 | 1 | 6 | 104 | 045-000 | 006-000 | 6.0 | 0.0 | 0.0 | <NA> | <NA> | <NA> | Y | 2016-04-11 | 2016-04-11 |
| 38354 | 139_8_001-000_011-000 | 1 | 8 | 139 | 001-000 | 011-000 | 4.0 | 0.0 | 0.0 | 203588.0 | 251738.0 | <NA> | Y | 2016-04-11 | 2016-04-11 |
| 2755 | 50_8_013-000_025-000 | 3 | 8 | 50 | 013-000 | 025-000 | 9.0 | 0.0 | 0.0 | <NA> | <NA> | <NA> | Y | 2014-06-10 | 2014-11-24 |
| 71711 | 115_8_097-000_006-000 | 1 | 8 | 115 | 097-000 | 006-000 | 13.0 | 0.0 | 0.0 | 190811.0 | 446329.0 | <NA> | Y | 2016-04-11 | 2016-04-11 |
| 75544 | 120_2_033-000_008-000 | 1 | 2 | 120 | 033-000 | 008-000 | 16.0 | 0.0 | 0.0 | 161819.0 | 329648.0 | <NA> | Y | 2016-04-11 | 2016-04-11 |
| 85704 | 1000_7_016-000_021-000 | 1 | 7 | 1000 | 016-000 | 021-000 | 90.0 | 0.0 | 0.0 | 133552.0 | 32160.0 | <NA> | Y | 2016-04-11 | 2016-04-11 |
| 25146 | 14_7_112-000_005-000 | 1 | 7 | 14 | 112-000 | 005-000 | 10.0 | 0.0 | 0.0 | <NA> | <NA> | <NA> | Y | 2015-11-25 | 2015-11-25 |
| 81733 | 48_7_019-000_005-000 | 1 | 7 | 48 | 019-000 | 005-000 | 0.0 | 10.0 | 0.0 | <NA> | <NA> | <NA> | Y | 2016-04-11 | 2016-04-11 |
| 87733 | 119_8_061-000_007-000 | 1 | 8 | 119 | 061-000 | 007-000 | 2.0 | 0.0 | 0.0 | <NA> | <NA> | <NA> | Y | 2016-04-14 | 2016-04-14 |
| 7748 | 50_8_022-000_032-000 | 2 | 8 | 50 | 022-000 | 032-000 | 21.0 | 0.0 | 1.0 | <NA> | <NA> | <NA> | Y | 2013-07-24 | 2013-07-24 |