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 10:50:28.629825 |
---|---|
Analysis finished | 2023-12-10 10:50:35.672413 |
Duration | 7.04 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 | 8886.25 |
Minimum | 8478 |
---|---|
Maximum | 9259 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 8478 |
---|---|
5-th percentile | 8482.95 |
Q1 | 8683.75 |
median | 8879.5 |
Q3 | 9073.25 |
95-th percentile | 9175.05 |
Maximum | 9259 |
Range | 781 |
Interquartile range (IQR) | 389.5 |
Descriptive statistics
Standard deviation | 226.68072 |
---|---|
Coefficient of variation (CV) | 0.025509154 |
Kurtosis | -1.0983159 |
Mean | 8886.25 |
Median Absolute Deviation (MAD) | 195 |
Skewness | -0.1743456 |
Sum | 888625 |
Variance | 51384.149 |
Monotonicity | Strictly increasing |
Value | Count | Frequency (%) |
8478 | 1 | 1.0% |
8978 | 1 | 1.0% |
9073 | 1 | 1.0% |
9072 | 1 | 1.0% |
9071 | 1 | 1.0% |
9070 | 1 | 1.0% |
9069 | 1 | 1.0% |
9068 | 1 | 1.0% |
9067 | 1 | 1.0% |
9066 | 1 | 1.0% |
Other values (90) | 90 |
Value | Count | Frequency (%) |
8478 | 1 | |
8479 | 1 | |
8480 | 1 | |
8481 | 1 | |
8482 | 1 | |
8483 | 1 | |
8486 | 1 | |
8577 | 1 | |
8578 | 1 | |
8579 | 1 |
Value | Count | Frequency (%) |
9259 | 1 | |
9258 | 1 | |
9257 | 1 | |
9256 | 1 | |
9176 | 1 | |
9175 | 1 | |
9174 | 1 | |
9173 | 1 | |
9172 | 1 | |
9171 | 1 |
gid
Text
UNIQUE
 
Distinct | 100 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
Value | Count | Frequency (%) |
다라2280 | 1 | 1.0% |
다라2787 | 1 | 1.0% |
다라2886 | 1 | 1.0% |
다라2885 | 1 | 1.0% |
다라2884 | 1 | 1.0% |
다라2883 | 1 | 1.0% |
다라2882 | 1 | 1.0% |
다라2881 | 1 | 1.0% |
다라2880 | 1 | 1.0% |
다라2879 | 1 | 1.0% |
Other values (90) | 90 |
Most occurring characters
Value | Count | Frequency (%) |
2 | 114 | |
8 | 102 | |
다 | 100 | |
라 | 100 | |
9 | 43 | 7.2% |
7 | 26 | 4.3% |
3 | 23 | 3.8% |
5 | 21 | 3.5% |
4 | 20 | 3.3% |
6 | 20 | 3.3% |
Other values (2) | 31 | 5.2% |
Most occurring categories
Value | Count | Frequency (%) |
Decimal Number | 400 | |
Other Letter | 200 |
Most frequent character per category
Decimal Number
Value | Count | Frequency (%) |
2 | 114 | |
8 | 102 | |
9 | 43 | 10.8% |
7 | 26 | 6.5% |
3 | 23 | 5.8% |
5 | 21 | 5.2% |
4 | 20 | 5.0% |
6 | 20 | 5.0% |
0 | 18 | 4.5% |
1 | 13 | 3.2% |
Other Letter
Value | Count | Frequency (%) |
다 | 100 | |
라 | 100 |
Most occurring scripts
Value | Count | Frequency (%) |
Common | 400 | |
Hangul | 200 |
Most frequent character per script
Common
Value | Count | Frequency (%) |
2 | 114 | |
8 | 102 | |
9 | 43 | 10.8% |
7 | 26 | 6.5% |
3 | 23 | 5.8% |
5 | 21 | 5.2% |
4 | 20 | 5.0% |
6 | 20 | 5.0% |
0 | 18 | 4.5% |
1 | 13 | 3.2% |
Hangul
Value | Count | Frequency (%) |
다 | 100 | |
라 | 100 |
Most occurring blocks
Value | Count | Frequency (%) |
ASCII | 400 | |
Hangul | 200 |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
2 | 114 | |
8 | 102 | |
9 | 43 | 10.8% |
7 | 26 | 6.5% |
3 | 23 | 5.8% |
5 | 21 | 5.2% |
4 | 20 | 5.0% |
6 | 20 | 5.0% |
0 | 18 | 4.5% |
1 | 13 | 3.2% |
Hangul
Value | Count | Frequency (%) |
다 | 100 | |
라 | 100 |
SD_CD
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 1.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
29 |
---|
Length
Max length | 2 |
---|---|
Median length | 2 |
Mean length | 2 |
Min length | 2 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 29 |
---|---|
2nd row | 29 |
3rd row | 29 |
4th row | 29 |
5th row | 29 |
Common Values
Value | Count | Frequency (%) |
29 | 100 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
29 | 100 |
SD_NM
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 1.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
광주 |
---|
Length
Max length | 2 |
---|---|
Median length | 2 |
Mean length | 2 |
Min length | 2 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 광주 |
---|---|
2nd row | 광주 |
3rd row | 광주 |
4th row | 광주 |
5th row | 광주 |
Common Values
Value | Count | Frequency (%) |
광주 | 100 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
광주 | 100 |
SGG_CD
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 1.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
29200 |
---|
Length
Max length | 5 |
---|---|
Median length | 5 |
Mean length | 5 |
Min length | 5 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 29200 |
---|---|
2nd row | 29200 |
3rd row | 29200 |
4th row | 29200 |
5th row | 29200 |
Common Values
Value | Count | Frequency (%) |
29200 | 100 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
29200 | 100 |
SGG_KOR_NM
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 1.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
광산구 |
---|
Length
Max length | 3 |
---|---|
Median length | 3 |
Mean length | 3 |
Min length | 3 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 광산구 |
---|---|
2nd row | 광산구 |
3rd row | 광산구 |
4th row | 광산구 |
5th row | 광산구 |
Common Values
Value | Count | Frequency (%) |
광산구 | 100 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
광산구 | 100 |
inclination
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 6 |
---|---|
Distinct (%) | 6.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 3.1849 |
Minimum | 0.78 |
---|---|
Maximum | 11.43 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0.78 |
---|---|
5-th percentile | 0.78 |
Q1 | 1.76 |
median | 1.76 |
Q3 | 3.15 |
95-th percentile | 11.43 |
Maximum | 11.43 |
Range | 10.65 |
Interquartile range (IQR) | 1.39 |
Descriptive statistics
Standard deviation | 3.4006323 |
---|---|
Coefficient of variation (CV) | 1.067736 |
Kurtosis | 2.1498772 |
Mean | 3.1849 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 1.9676882 |
Sum | 318.49 |
Variance | 11.5643 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1.76 | 55 | |
11.43 | 14 | 14.0% |
3.15 | 12 | 12.0% |
1.21 | 9 | 9.0% |
0.78 | 8 | 8.0% |
3.37 | 2 | 2.0% |
Value | Count | Frequency (%) |
0.78 | 8 | 8.0% |
1.21 | 9 | 9.0% |
1.76 | 55 | |
3.15 | 12 | 12.0% |
3.37 | 2 | 2.0% |
11.43 | 14 | 14.0% |
Value | Count | Frequency (%) |
11.43 | 14 | 14.0% |
3.37 | 2 | 2.0% |
3.15 | 12 | 12.0% |
1.76 | 55 | |
1.21 | 9 | 9.0% |
0.78 | 8 | 8.0% |
intercept
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 6 |
---|---|
Distinct (%) | 6.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | -12.2089 |
Minimum | -38.84 |
---|---|
Maximum | -2.11 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 100 |
Negative (%) | 100.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | -38.84 |
---|---|
5-th percentile | -38.84 |
Q1 | -14.89 |
median | -7.3 |
Q3 | -7.3 |
95-th percentile | -2.11 |
Maximum | -2.11 |
Range | 36.73 |
Interquartile range (IQR) | 7.59 |
Descriptive statistics
Standard deviation | 11.283434 |
---|---|
Coefficient of variation (CV) | -0.92419743 |
Kurtosis | 1.6592046 |
Mean | -12.2089 |
Median Absolute Deviation (MAD) | 0 |
Skewness | -1.7730973 |
Sum | -1220.89 |
Variance | 127.31588 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
-7.3 | 55 | |
-38.84 | 14 | 14.0% |
-14.89 | 12 | 12.0% |
-5.37 | 9 | 9.0% |
-2.11 | 8 | 8.0% |
-15.87 | 2 | 2.0% |
Value | Count | Frequency (%) |
-38.84 | 14 | 14.0% |
-15.87 | 2 | 2.0% |
-14.89 | 12 | 12.0% |
-7.3 | 55 | |
-5.37 | 9 | 9.0% |
-2.11 | 8 | 8.0% |
Value | Count | Frequency (%) |
-2.11 | 8 | 8.0% |
-5.37 | 9 | 9.0% |
-7.3 | 55 | |
-14.89 | 12 | 12.0% |
-15.87 | 2 | 2.0% |
-38.84 | 14 | 14.0% |
Depth_10
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 6 |
---|---|
Distinct (%) | 6.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 19.6545 |
Minimum | 5.69 |
---|---|
Maximum | 75.46 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 5.69 |
---|---|
5-th percentile | 5.69 |
Q1 | 10.32 |
median | 10.32 |
Q3 | 16.61 |
95-th percentile | 75.46 |
Maximum | 75.46 |
Range | 69.77 |
Interquartile range (IQR) | 6.29 |
Descriptive statistics
Standard deviation | 22.822099 |
---|---|
Coefficient of variation (CV) | 1.1611641 |
Kurtosis | 2.3168901 |
Mean | 19.6545 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 2.0350742 |
Sum | 1965.45 |
Variance | 520.8482 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
10.32 | 55 | |
75.46 | 14 | 14.0% |
16.61 | 12 | 12.0% |
6.77 | 9 | 9.0% |
5.69 | 8 | 8.0% |
17.82 | 2 | 2.0% |
Value | Count | Frequency (%) |
5.69 | 8 | 8.0% |
6.77 | 9 | 9.0% |
10.32 | 55 | |
16.61 | 12 | 12.0% |
17.82 | 2 | 2.0% |
75.46 | 14 | 14.0% |
Value | Count | Frequency (%) |
75.46 | 14 | 14.0% |
17.82 | 2 | 2.0% |
16.61 | 12 | 12.0% |
10.32 | 55 | |
6.77 | 9 | 9.0% |
5.69 | 8 | 8.0% |
Depth_20
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 6 |
---|---|
Distinct (%) | 6.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 51.5169 |
Minimum | 13.49 |
---|---|
Maximum | 189.76 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 13.49 |
---|---|
5-th percentile | 13.49 |
Q1 | 27.94 |
median | 27.94 |
Q3 | 48.1 |
95-th percentile | 189.76 |
Maximum | 189.76 |
Range | 176.27 |
Interquartile range (IQR) | 20.16 |
Descriptive statistics
Standard deviation | 56.800766 |
---|---|
Coefficient of variation (CV) | 1.1025657 |
Kurtosis | 2.224138 |
Mean | 51.5169 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 1.9974818 |
Sum | 5151.69 |
Variance | 3226.3271 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
27.94 | 55 | |
189.76 | 14 | 14.0% |
48.1 | 12 | 12.0% |
18.91 | 9 | 9.0% |
13.49 | 8 | 8.0% |
51.52 | 2 | 2.0% |
Value | Count | Frequency (%) |
13.49 | 8 | 8.0% |
18.91 | 9 | 9.0% |
27.94 | 55 | |
48.1 | 12 | 12.0% |
51.52 | 2 | 2.0% |
189.76 | 14 | 14.0% |
Value | Count | Frequency (%) |
189.76 | 14 | 14.0% |
51.52 | 2 | 2.0% |
48.1 | 12 | 12.0% |
27.94 | 55 | |
18.91 | 9 | 9.0% |
13.49 | 8 | 8.0% |
Depth_50
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 6 |
---|---|
Distinct (%) | 6.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 147.1105 |
Minimum | 36.89 |
---|---|
Maximum | 532.66 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 36.89 |
---|---|
5-th percentile | 36.89 |
Q1 | 80.81 |
median | 80.81 |
Q3 | 142.59 |
95-th percentile | 532.66 |
Maximum | 532.66 |
Range | 495.77 |
Interquartile range (IQR) | 61.78 |
Descriptive statistics
Standard deviation | 158.78858 |
---|---|
Coefficient of variation (CV) | 1.0793831 |
Kurtosis | 2.1778361 |
Mean | 147.1105 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 1.97885 |
Sum | 14711.05 |
Variance | 25213.814 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
80.81 | 55 | |
532.66 | 14 | 14.0% |
142.59 | 12 | 12.0% |
55.32 | 9 | 9.0% |
36.89 | 8 | 8.0% |
152.59 | 2 | 2.0% |
Value | Count | Frequency (%) |
36.89 | 8 | 8.0% |
55.32 | 9 | 9.0% |
80.81 | 55 | |
142.59 | 12 | 12.0% |
152.59 | 2 | 2.0% |
532.66 | 14 | 14.0% |
Value | Count | Frequency (%) |
532.66 | 14 | 14.0% |
152.59 | 2 | 2.0% |
142.59 | 12 | 12.0% |
80.81 | 55 | |
55.32 | 9 | 9.0% |
36.89 | 8 | 8.0% |
id | gid | inclination | intercept | Depth_10 | Depth_20 | Depth_50 | |
---|---|---|---|---|---|---|---|
id | 1.000 | 1.000 | 0.743 | 0.635 | 0.743 | 0.547 | 0.743 |
gid | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
inclination | 0.743 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
intercept | 0.635 | 1.000 | 1.000 | 1.000 | 1.000 | 0.981 | 1.000 |
Depth_10 | 0.743 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
Depth_20 | 0.547 | 1.000 | 1.000 | 0.981 | 1.000 | 1.000 | 1.000 |
Depth_50 | 0.743 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
id | inclination | intercept | Depth_10 | Depth_20 | Depth_50 | |
---|---|---|---|---|---|---|
id | 1.000 | 0.143 | -0.143 | 0.143 | 0.143 | 0.143 |
inclination | 0.143 | 1.000 | -1.000 | 1.000 | 1.000 | 1.000 |
intercept | -0.143 | -1.000 | 1.000 | -1.000 | -1.000 | -1.000 |
Depth_10 | 0.143 | 1.000 | -1.000 | 1.000 | 1.000 | 1.000 |
Depth_20 | 0.143 | 1.000 | -1.000 | 1.000 | 1.000 | 1.000 |
Depth_50 | 0.143 | 1.000 | -1.000 | 1.000 | 1.000 | 1.000 |
id | gid | SD_CD | SD_NM | SGG_CD | SGG_KOR_NM | inclination | intercept | Depth_10 | Depth_20 | Depth_50 | |
---|---|---|---|---|---|---|---|---|---|---|---|
0 | 8478 | 다라2280 | 29 | 광주 | 29200 | 광산구 | 3.37 | -15.87 | 17.82 | 51.52 | 152.59 |
1 | 8479 | 다라2281 | 29 | 광주 | 29200 | 광산구 | 0.78 | -2.11 | 5.69 | 13.49 | 36.89 |
2 | 8480 | 다라2282 | 29 | 광주 | 29200 | 광산구 | 0.78 | -2.11 | 5.69 | 13.49 | 36.89 |
3 | 8481 | 다라2283 | 29 | 광주 | 29200 | 광산구 | 0.78 | -2.11 | 5.69 | 13.49 | 36.89 |
4 | 8482 | 다라2284 | 29 | 광주 | 29200 | 광산구 | 0.78 | -2.11 | 5.69 | 13.49 | 36.89 |
5 | 8483 | 다라2285 | 29 | 광주 | 29200 | 광산구 | 1.76 | -7.3 | 10.32 | 27.94 | 80.81 |
6 | 8486 | 다라2288 | 29 | 광주 | 29200 | 광산구 | 1.76 | -7.3 | 10.32 | 27.94 | 80.81 |
7 | 8577 | 다라2380 | 29 | 광주 | 29200 | 광산구 | 3.37 | -15.87 | 17.82 | 51.52 | 152.59 |
8 | 8578 | 다라2381 | 29 | 광주 | 29200 | 광산구 | 0.78 | -2.11 | 5.69 | 13.49 | 36.89 |
9 | 8579 | 다라2382 | 29 | 광주 | 29200 | 광산구 | 0.78 | -2.11 | 5.69 | 13.49 | 36.89 |
id | gid | SD_CD | SD_NM | SGG_CD | SGG_KOR_NM | inclination | intercept | Depth_10 | Depth_20 | Depth_50 | |
---|---|---|---|---|---|---|---|---|---|---|---|
90 | 9171 | 다라2989 | 29 | 광주 | 29200 | 광산구 | 1.21 | -5.37 | 6.77 | 18.91 | 55.32 |
91 | 9172 | 다라2990 | 29 | 광주 | 29200 | 광산구 | 1.21 | -5.37 | 6.77 | 18.91 | 55.32 |
92 | 9173 | 다라2991 | 29 | 광주 | 29200 | 광산구 | 1.21 | -5.37 | 6.77 | 18.91 | 55.32 |
93 | 9174 | 다라2992 | 29 | 광주 | 29200 | 광산구 | 1.21 | -5.37 | 6.77 | 18.91 | 55.32 |
94 | 9175 | 다라2993 | 29 | 광주 | 29200 | 광산구 | 1.21 | -5.37 | 6.77 | 18.91 | 55.32 |
95 | 9176 | 다라2994 | 29 | 광주 | 29200 | 광산구 | 1.21 | -5.37 | 6.77 | 18.91 | 55.32 |
96 | 9256 | 다라3079 | 29 | 광주 | 29200 | 광산구 | 11.43 | -38.84 | 75.46 | 189.76 | 532.66 |
97 | 9257 | 다라3080 | 29 | 광주 | 29200 | 광산구 | 11.43 | -38.84 | 75.46 | 189.76 | 532.66 |
98 | 9258 | 다라3081 | 29 | 광주 | 29200 | 광산구 | 11.43 | -38.84 | 75.46 | 189.76 | 532.66 |
99 | 9259 | 다라3082 | 29 | 광주 | 29200 | 광산구 | 11.43 | -38.84 | 75.46 | 189.76 | 532.66 |