Dataset statistics
Number of variables | 11 |
---|---|
Number of observations | 100 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 9.5 KiB |
Average record size in memory | 97.3 B |
Variable types
Numeric | 6 |
---|---|
Text | 1 |
Categorical | 4 |
Dataset
Description | 샘플 데이터 |
---|---|
Author | 강원대학교 |
URL | https://www.bigdata-environment.kr/user/data_market/detail.do?id=4f087230-6134-11ec-a202-0b2a0a987ad6 |
SD_CD has constant value "" | Constant |
SD_NM has constant value "" | Constant |
SGG_CD has constant value "" | Constant |
SGG_KOR_NM has constant value "" | Constant |
inclination is highly overall correlated with intercept and 3 other fields | High correlation |
intercept is highly overall correlated with inclination and 3 other fields | High correlation |
Depth_10 is highly overall correlated with inclination and 3 other fields | High correlation |
Depth_20 is highly overall correlated with inclination and 3 other fields | High correlation |
Depth_50 is highly overall correlated with inclination and 3 other fields | High correlation |
id has unique values | Unique |
gid has unique values | Unique |
Reproduction
Analysis started | 2023-12-10 10:49:28.389554 |
---|---|
Analysis finished | 2023-12-10 10:49:35.609883 |
Duration | 7.22 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
id
Real number (ℝ)
UNIQUE
 
Distinct | 100 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 30400.66 |
Minimum | 29988 |
---|---|
Maximum | 30583 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 29988 |
---|---|
5-th percentile | 30173.55 |
Q1 | 30287.75 |
median | 30389.5 |
Q3 | 30489.25 |
95-th percentile | 30578.05 |
Maximum | 30583 |
Range | 595 |
Interquartile range (IQR) | 201.5 |
Descriptive statistics
Standard deviation | 142.85765 |
---|---|
Coefficient of variation (CV) | 0.0046991627 |
Kurtosis | -0.24919742 |
Mean | 30400.66 |
Median Absolute Deviation (MAD) | 101 |
Skewness | -0.63675629 |
Sum | 3040066 |
Variance | 20408.307 |
Monotonicity | Strictly increasing |
Value | Count | Frequency (%) |
29988 | 1 | 1.0% |
30479 | 1 | 1.0% |
30489 | 1 | 1.0% |
30488 | 1 | 1.0% |
30487 | 1 | 1.0% |
30486 | 1 | 1.0% |
30485 | 1 | 1.0% |
30484 | 1 | 1.0% |
30483 | 1 | 1.0% |
30482 | 1 | 1.0% |
Other values (90) | 90 |
Value | Count | Frequency (%) |
29988 | 1 | |
30086 | 1 | |
30087 | 1 | |
30088 | 1 | |
30089 | 1 | |
30178 | 1 | |
30179 | 1 | |
30181 | 1 | |
30186 | 1 | |
30187 | 1 |
Value | Count | Frequency (%) |
30583 | 1 | |
30582 | 1 | |
30581 | 1 | |
30580 | 1 | |
30579 | 1 | |
30578 | 1 | |
30577 | 1 | |
30576 | 1 | |
30575 | 1 | |
30574 | 1 |
gid
Text
UNIQUE
 
Distinct | 100 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
Value | Count | Frequency (%) |
다바6656 | 1 | 1.0% |
다바7145 | 1 | 1.0% |
다바7156 | 1 | 1.0% |
다바7155 | 1 | 1.0% |
다바7154 | 1 | 1.0% |
다바7153 | 1 | 1.0% |
다바7152 | 1 | 1.0% |
다바7151 | 1 | 1.0% |
다바7150 | 1 | 1.0% |
다바7149 | 1 | 1.0% |
Other values (90) | 90 |
Most occurring characters
Value | Count | Frequency (%) |
다 | 100 | |
바 | 100 | |
7 | 88 | |
5 | 55 | |
6 | 44 | |
4 | 41 | |
3 | 33 | 5.5% |
2 | 32 | 5.3% |
1 | 30 | 5.0% |
0 | 29 | 4.8% |
Other values (2) | 48 |
Most occurring categories
Value | Count | Frequency (%) |
Decimal Number | 400 | |
Other Letter | 200 |
Most frequent character per category
Decimal Number
Value | Count | Frequency (%) |
7 | 88 | |
5 | 55 | |
6 | 44 | |
4 | 41 | |
3 | 33 | 8.2% |
2 | 32 | 8.0% |
1 | 30 | 7.5% |
0 | 29 | 7.2% |
9 | 27 | 6.8% |
8 | 21 | 5.2% |
Other Letter
Value | Count | Frequency (%) |
다 | 100 | |
바 | 100 |
Most occurring scripts
Value | Count | Frequency (%) |
Common | 400 | |
Hangul | 200 |
Most frequent character per script
Common
Value | Count | Frequency (%) |
7 | 88 | |
5 | 55 | |
6 | 44 | |
4 | 41 | |
3 | 33 | 8.2% |
2 | 32 | 8.0% |
1 | 30 | 7.5% |
0 | 29 | 7.2% |
9 | 27 | 6.8% |
8 | 21 | 5.2% |
Hangul
Value | Count | Frequency (%) |
다 | 100 | |
바 | 100 |
Most occurring blocks
Value | Count | Frequency (%) |
ASCII | 400 | |
Hangul | 200 |
Most frequent character per block
Hangul
Value | Count | Frequency (%) |
다 | 100 | |
바 | 100 |
ASCII
Value | Count | Frequency (%) |
7 | 88 | |
5 | 55 | |
6 | 44 | |
4 | 41 | |
3 | 33 | 8.2% |
2 | 32 | 8.0% |
1 | 30 | 7.5% |
0 | 29 | 7.2% |
9 | 27 | 6.8% |
8 | 21 | 5.2% |
SD_CD
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 1.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
36 |
---|
Length
Max length | 2 |
---|---|
Median length | 2 |
Mean length | 2 |
Min length | 2 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 36 |
---|---|
2nd row | 36 |
3rd row | 36 |
4th row | 36 |
5th row | 36 |
Common Values
Value | Count | Frequency (%) |
36 | 100 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
36 | 100 |
SD_NM
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 1.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
세종 |
---|
Length
Max length | 2 |
---|---|
Median length | 2 |
Mean length | 2 |
Min length | 2 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 세종 |
---|---|
2nd row | 세종 |
3rd row | 세종 |
4th row | 세종 |
5th row | 세종 |
Common Values
Value | Count | Frequency (%) |
세종 | 100 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
세종 | 100 |
SGG_CD
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 1.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
36110 |
---|
Length
Max length | 5 |
---|---|
Median length | 5 |
Mean length | 5 |
Min length | 5 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 36110 |
---|---|
2nd row | 36110 |
3rd row | 36110 |
4th row | 36110 |
5th row | 36110 |
Common Values
Value | Count | Frequency (%) |
36110 | 100 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
36110 | 100 |
SGG_KOR_NM
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 1.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
세종특별자치시 |
---|
Length
Max length | 7 |
---|---|
Median length | 7 |
Mean length | 7 |
Min length | 7 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 세종특별자치시 |
---|---|
2nd row | 세종특별자치시 |
3rd row | 세종특별자치시 |
4th row | 세종특별자치시 |
5th row | 세종특별자치시 |
Common Values
Value | Count | Frequency (%) |
세종특별자치시 | 100 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
세종특별자치시 | 100 |
inclination
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 6 |
---|---|
Distinct (%) | 6.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 7.5384 |
Minimum | 3.22 |
---|---|
Maximum | 17.99 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 3.22 |
---|---|
5-th percentile | 3.22 |
Q1 | 3.22 |
median | 4.58 |
Q3 | 10.115 |
95-th percentile | 17.99 |
Maximum | 17.99 |
Range | 14.77 |
Interquartile range (IQR) | 6.895 |
Descriptive statistics
Standard deviation | 6.1013247 |
---|---|
Coefficient of variation (CV) | 0.80936601 |
Kurtosis | -0.6743093 |
Mean | 7.5384 |
Median Absolute Deviation (MAD) | 1.36 |
Skewness | 1.1317149 |
Sum | 753.84 |
Variance | 37.226163 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
4.58 | 42 | |
3.22 | 29 | |
17.99 | 25 | |
3.55 | 2 | 2.0% |
7.49 | 1 | 1.0% |
3.76 | 1 | 1.0% |
Value | Count | Frequency (%) |
3.22 | 29 | |
3.55 | 2 | 2.0% |
3.76 | 1 | 1.0% |
4.58 | 42 | |
7.49 | 1 | 1.0% |
17.99 | 25 |
Value | Count | Frequency (%) |
17.99 | 25 | |
7.49 | 1 | 1.0% |
4.58 | 42 | |
3.76 | 1 | 1.0% |
3.55 | 2 | 2.0% |
3.22 | 29 |
intercept
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 6 |
---|---|
Distinct (%) | 6.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | -31.5434 |
Minimum | -75.15 |
---|---|
Maximum | -13.11 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 100 |
Negative (%) | 100.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | -75.15 |
---|---|
5-th percentile | -75.15 |
Q1 | -47.4075 |
median | -19.18 |
Q3 | -13.11 |
95-th percentile | -13.11 |
Maximum | -13.11 |
Range | 62.04 |
Interquartile range (IQR) | 34.2975 |
Descriptive statistics
Standard deviation | 25.51989 |
---|---|
Coefficient of variation (CV) | -0.80904057 |
Kurtosis | -0.6928742 |
Mean | -31.5434 |
Median Absolute Deviation (MAD) | 6.07 |
Skewness | -1.1183122 |
Sum | -3154.34 |
Variance | 651.26479 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
-19.18 | 42 | |
-13.11 | 29 | |
-75.15 | 25 | |
-18.08 | 2 | 2.0% |
-38.16 | 1 | 1.0% |
-15.52 | 1 | 1.0% |
Value | Count | Frequency (%) |
-75.15 | 25 | |
-38.16 | 1 | 1.0% |
-19.18 | 42 | |
-18.08 | 2 | 2.0% |
-15.52 | 1 | 1.0% |
-13.11 | 29 |
Value | Count | Frequency (%) |
-13.11 | 29 | |
-15.52 | 1 | 1.0% |
-18.08 | 2 | 2.0% |
-19.18 | 42 | |
-38.16 | 1 | 1.0% |
-75.15 | 25 |
Depth_10
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 6 |
---|---|
Distinct (%) | 6.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 43.8467 |
Minimum | 17.46 |
---|---|
Maximum | 104.75 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 17.46 |
---|---|
5-th percentile | 19.11 |
Q1 | 19.11 |
median | 26.62 |
Q3 | 53.7275 |
95-th percentile | 104.75 |
Maximum | 104.75 |
Range | 87.29 |
Interquartile range (IQR) | 34.6175 |
Descriptive statistics
Standard deviation | 35.513237 |
---|---|
Coefficient of variation (CV) | 0.80994094 |
Kurtosis | -0.66603394 |
Mean | 43.8467 |
Median Absolute Deviation (MAD) | 7.51 |
Skewness | 1.1383126 |
Sum | 4384.67 |
Variance | 1261.19 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
26.62 | 42 | |
19.11 | 29 | |
104.75 | 25 | |
17.46 | 2 | 2.0% |
36.72 | 1 | 1.0% |
22.05 | 1 | 1.0% |
Value | Count | Frequency (%) |
17.46 | 2 | 2.0% |
19.11 | 29 | |
22.05 | 1 | 1.0% |
26.62 | 42 | |
36.72 | 1 | 1.0% |
104.75 | 25 |
Value | Count | Frequency (%) |
104.75 | 25 | |
36.72 | 1 | 1.0% |
26.62 | 42 | |
22.05 | 1 | 1.0% |
19.11 | 29 | |
17.46 | 2 | 2.0% |
Depth_20
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 6 |
---|---|
Distinct (%) | 6.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 119.2396 |
Minimum | 51.34 |
---|---|
Maximum | 284.65 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 51.34 |
---|---|
5-th percentile | 51.34 |
Q1 | 51.34 |
median | 72.42 |
Q3 | 154.87 |
95-th percentile | 284.65 |
Maximum | 284.65 |
Range | 233.31 |
Interquartile range (IQR) | 103.53 |
Descriptive statistics
Standard deviation | 96.51363 |
---|---|
Coefficient of variation (CV) | 0.80940921 |
Kurtosis | -0.67070306 |
Mean | 119.2396 |
Median Absolute Deviation (MAD) | 21.08 |
Skewness | 1.1345794 |
Sum | 11923.96 |
Variance | 9314.8808 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
72.42 | 42 | |
51.34 | 29 | |
284.65 | 25 | |
52.99 | 2 | 2.0% |
111.61 | 1 | 1.0% |
59.62 | 1 | 1.0% |
Value | Count | Frequency (%) |
51.34 | 29 | |
52.99 | 2 | 2.0% |
59.62 | 1 | 1.0% |
72.42 | 42 | |
111.61 | 1 | 1.0% |
284.65 | 25 |
Value | Count | Frequency (%) |
284.65 | 25 | |
111.61 | 1 | 1.0% |
72.42 | 42 | |
59.62 | 1 | 1.0% |
52.99 | 2 | 2.0% |
51.34 | 29 |
Depth_50
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 6 |
---|---|
Distinct (%) | 6.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 345.4083 |
Minimum | 148.01 |
---|---|
Maximum | 824.35 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 148.01 |
---|---|
5-th percentile | 148.01 |
Q1 | 148.01 |
median | 209.81 |
Q3 | 458.275 |
95-th percentile | 824.35 |
Maximum | 824.35 |
Range | 676.34 |
Interquartile range (IQR) | 310.265 |
Descriptive statistics
Standard deviation | 279.53764 |
---|---|
Coefficient of variation (CV) | 0.80929625 |
Kurtosis | -0.67292884 |
Mean | 345.4083 |
Median Absolute Deviation (MAD) | 61.8 |
Skewness | 1.1328336 |
Sum | 34540.83 |
Variance | 78141.293 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
209.81 | 42 | |
148.01 | 29 | |
824.35 | 25 | |
159.6 | 2 | 2.0% |
336.25 | 1 | 1.0% |
172.32 | 1 | 1.0% |
Value | Count | Frequency (%) |
148.01 | 29 | |
159.6 | 2 | 2.0% |
172.32 | 1 | 1.0% |
209.81 | 42 | |
336.25 | 1 | 1.0% |
824.35 | 25 |
Value | Count | Frequency (%) |
824.35 | 25 | |
336.25 | 1 | 1.0% |
209.81 | 42 | |
172.32 | 1 | 1.0% |
159.6 | 2 | 2.0% |
148.01 | 29 |
id | gid | inclination | intercept | Depth_10 | Depth_20 | Depth_50 | |
---|---|---|---|---|---|---|---|
id | 1.000 | 1.000 | 0.369 | 0.369 | 0.677 | 0.369 | 0.345 |
gid | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
inclination | 0.369 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
intercept | 0.369 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
Depth_10 | 0.677 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
Depth_20 | 0.369 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
Depth_50 | 0.345 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
id | inclination | intercept | Depth_10 | Depth_20 | Depth_50 | |
---|---|---|---|---|---|---|
id | 1.000 | 0.472 | -0.470 | 0.471 | 0.472 | 0.472 |
inclination | 0.472 | 1.000 | -1.000 | 0.988 | 1.000 | 1.000 |
intercept | -0.470 | -1.000 | 1.000 | -0.987 | -1.000 | -1.000 |
Depth_10 | 0.471 | 0.988 | -0.987 | 1.000 | 0.988 | 0.988 |
Depth_20 | 0.472 | 1.000 | -1.000 | 0.988 | 1.000 | 1.000 |
Depth_50 | 0.472 | 1.000 | -1.000 | 0.988 | 1.000 | 1.000 |
id | gid | SD_CD | SD_NM | SGG_CD | SGG_KOR_NM | inclination | intercept | Depth_10 | Depth_20 | Depth_50 | |
---|---|---|---|---|---|---|---|---|---|---|---|
0 | 29988 | 다바6656 | 36 | 세종 | 36110 | 세종특별자치시 | 3.22 | -13.11 | 19.11 | 51.34 | 148.01 |
1 | 30086 | 다바6754 | 36 | 세종 | 36110 | 세종특별자치시 | 3.22 | -13.11 | 19.11 | 51.34 | 148.01 |
2 | 30087 | 다바6755 | 36 | 세종 | 36110 | 세종특별자치시 | 3.22 | -13.11 | 19.11 | 51.34 | 148.01 |
3 | 30088 | 다바6756 | 36 | 세종 | 36110 | 세종특별자치시 | 3.22 | -13.11 | 19.11 | 51.34 | 148.01 |
4 | 30089 | 다바6757 | 36 | 세종 | 36110 | 세종특별자치시 | 3.22 | -13.11 | 19.11 | 51.34 | 148.01 |
5 | 30178 | 다바6846 | 36 | 세종 | 36110 | 세종특별자치시 | 4.58 | -19.18 | 26.62 | 72.42 | 209.81 |
6 | 30179 | 다바6847 | 36 | 세종 | 36110 | 세종특별자치시 | 4.58 | -19.18 | 26.62 | 72.42 | 209.81 |
7 | 30181 | 다바6849 | 36 | 세종 | 36110 | 세종특별자치시 | 4.58 | -19.18 | 26.62 | 72.42 | 209.81 |
8 | 30186 | 다바6854 | 36 | 세종 | 36110 | 세종특별자치시 | 3.22 | -13.11 | 19.11 | 51.34 | 148.01 |
9 | 30187 | 다바6855 | 36 | 세종 | 36110 | 세종특별자치시 | 3.22 | -13.11 | 19.11 | 51.34 | 148.01 |
id | gid | SD_CD | SD_NM | SGG_CD | SGG_KOR_NM | inclination | intercept | Depth_10 | Depth_20 | Depth_50 | |
---|---|---|---|---|---|---|---|---|---|---|---|
90 | 30574 | 다바7242 | 36 | 세종 | 36110 | 세종특별자치시 | 3.76 | -15.52 | 22.05 | 59.62 | 172.32 |
91 | 30575 | 다바7243 | 36 | 세종 | 36110 | 세종특별자치시 | 4.58 | -19.18 | 26.62 | 72.42 | 209.81 |
92 | 30576 | 다바7244 | 36 | 세종 | 36110 | 세종특별자치시 | 4.58 | -19.18 | 26.62 | 72.42 | 209.81 |
93 | 30577 | 다바7245 | 36 | 세종 | 36110 | 세종특별자치시 | 4.58 | -19.18 | 26.62 | 72.42 | 209.81 |
94 | 30578 | 다바7246 | 36 | 세종 | 36110 | 세종특별자치시 | 4.58 | -19.18 | 26.62 | 72.42 | 209.81 |
95 | 30579 | 다바7247 | 36 | 세종 | 36110 | 세종특별자치시 | 4.58 | -19.18 | 26.62 | 72.42 | 209.81 |
96 | 30580 | 다바7248 | 36 | 세종 | 36110 | 세종특별자치시 | 4.58 | -19.18 | 26.62 | 72.42 | 209.81 |
97 | 30581 | 다바7249 | 36 | 세종 | 36110 | 세종특별자치시 | 4.58 | -19.18 | 26.62 | 72.42 | 209.81 |
98 | 30582 | 다바7250 | 36 | 세종 | 36110 | 세종특별자치시 | 4.58 | -19.18 | 26.62 | 72.42 | 209.81 |
99 | 30583 | 다바7251 | 36 | 세종 | 36110 | 세종특별자치시 | 4.58 | -19.18 | 26.62 | 72.42 | 209.81 |