Dataset statistics
Number of variables | 5 |
---|---|
Number of observations | 120 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 5.3 KiB |
Average record size in memory | 45.1 B |
Variable types
Numeric | 4 |
---|---|
Categorical | 1 |
Dataset
Description | Sample |
---|---|
Author | ㈜해양정보기술 |
URL | https://www.bigdata-coast.kr/gdsInfo/gdsInfoDetail.do?gdsCd=CT04MIT004 |
SPOT_NM has constant value "" | Constant |
WTCH_TDLV is highly overall correlated with PRDN_TDLV | High correlation |
PRDN_TDLV is highly overall correlated with WTCH_TDLV | High correlation |
WTCH_YMDHMS has unique values | Unique |
Reproduction
Analysis started | 2024-03-13 12:44:35.647236 |
---|---|
Analysis finished | 2024-03-13 12:44:38.578806 |
Duration | 2.93 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
WTCH_YMDHMS
Real number (ℝ)
UNIQUE
 
Distinct | 120 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2.0000744 × 1013 |
Minimum | 2.0000728 × 1013 |
---|---|
Maximum | 2.0000801 × 1013 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.2 KiB |
Quantile statistics
Minimum | 2.0000728 × 1013 |
---|---|
5-th percentile | 2.0000728 × 1013 |
Q1 | 2.0000729 × 1013 |
median | 2.000073 × 1013 |
Q3 | 2.0000731 × 1013 |
95-th percentile | 2.0000801 × 1013 |
Maximum | 2.0000801 × 1013 |
Range | 73230000 |
Interquartile range (IQR) | 2115000 |
Descriptive statistics
Standard deviation | 28737551 |
---|---|
Coefficient of variation (CV) | 1.4368241 × 10-6 |
Kurtosis | 0.30609012 |
Mean | 2.0000744 × 1013 |
Median Absolute Deviation (MAD) | 1060000 |
Skewness | 1.514406 |
Sum | 2.4000893 × 1015 |
Variance | 8.2584685 × 1014 |
Monotonicity | Strictly increasing |
Value | Count | Frequency (%) |
20000728000000 | 1 | 0.8% |
20000730130000 | 1 | 0.8% |
20000731170000 | 1 | 0.8% |
20000731160000 | 1 | 0.8% |
20000731150000 | 1 | 0.8% |
20000731140000 | 1 | 0.8% |
20000731130000 | 1 | 0.8% |
20000731120000 | 1 | 0.8% |
20000731110000 | 1 | 0.8% |
20000731100000 | 1 | 0.8% |
Other values (110) | 110 |
Value | Count | Frequency (%) |
20000728000000 | 1 | |
20000728010000 | 1 | |
20000728020000 | 1 | |
20000728030000 | 1 | |
20000728040000 | 1 | |
20000728050000 | 1 | |
20000728060000 | 1 | |
20000728070000 | 1 | |
20000728080000 | 1 | |
20000728090000 | 1 |
Value | Count | Frequency (%) |
20000801230000 | 1 | |
20000801220000 | 1 | |
20000801210000 | 1 | |
20000801200000 | 1 | |
20000801190000 | 1 | |
20000801180000 | 1 | |
20000801170000 | 1 | |
20000801160000 | 1 | |
20000801150000 | 1 | |
20000801140000 | 1 |
WTCH_TDLV
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 99 |
---|---|
Distinct (%) | 82.5% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 113.55833 |
Minimum | 16 |
---|---|
Maximum | 219 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.2 KiB |
Quantile statistics
Minimum | 16 |
---|---|
5-th percentile | 36.9 |
Q1 | 65.5 |
median | 112.5 |
Q3 | 160.5 |
95-th percentile | 200.05 |
Maximum | 219 |
Range | 203 |
Interquartile range (IQR) | 95 |
Descriptive statistics
Standard deviation | 54.941496 |
---|---|
Coefficient of variation (CV) | 0.48381739 |
Kurtosis | -1.1870715 |
Mean | 113.55833 |
Median Absolute Deviation (MAD) | 48 |
Skewness | 0.085241678 |
Sum | 13627 |
Variance | 3018.568 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
37 | 3 | 2.5% |
50 | 3 | 2.5% |
66 | 2 | 1.7% |
73 | 2 | 1.7% |
136 | 2 | 1.7% |
169 | 2 | 1.7% |
62 | 2 | 1.7% |
48 | 2 | 1.7% |
147 | 2 | 1.7% |
180 | 2 | 1.7% |
Other values (89) | 98 |
Value | Count | Frequency (%) |
16 | 1 | 0.8% |
19 | 1 | 0.8% |
28 | 1 | 0.8% |
30 | 1 | 0.8% |
31 | 1 | 0.8% |
35 | 1 | 0.8% |
37 | 3 | |
38 | 1 | 0.8% |
41 | 1 | 0.8% |
42 | 1 | 0.8% |
Value | Count | Frequency (%) |
219 | 1 | |
214 | 1 | |
213 | 1 | |
211 | 1 | |
210 | 1 | |
201 | 1 | |
200 | 2 | |
199 | 1 | |
193 | 1 | |
190 | 1 |
PRDN_TDLV
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 118 |
---|---|
Distinct (%) | 98.3% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 109.35958 |
Minimum | 17.39 |
---|---|
Maximum | 213.07 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.2 KiB |
Quantile statistics
Minimum | 17.39 |
---|---|
5-th percentile | 30.5305 |
Q1 | 58.8975 |
median | 111.7 |
Q3 | 157.2625 |
95-th percentile | 199.6415 |
Maximum | 213.07 |
Range | 195.68 |
Interquartile range (IQR) | 98.365 |
Descriptive statistics
Standard deviation | 54.648164 |
---|---|
Coefficient of variation (CV) | 0.4997108 |
Kurtosis | -1.208877 |
Mean | 109.35958 |
Median Absolute Deviation (MAD) | 47.535 |
Skewness | 0.050266258 |
Sum | 13123.15 |
Variance | 2986.4219 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
118.89 | 2 | 1.7% |
168.46 | 2 | 1.7% |
30.79 | 1 | 0.8% |
40.06 | 1 | 0.8% |
20.03 | 1 | 0.8% |
21.88 | 1 | 0.8% |
45.07 | 1 | 0.8% |
83.3 | 1 | 0.8% |
125.93 | 1 | 0.8% |
160.3 | 1 | 0.8% |
Other values (108) | 108 |
Value | Count | Frequency (%) |
17.39 | 1 | |
20.03 | 1 | |
20.69 | 1 | |
21.88 | 1 | |
23.06 | 1 | |
25.6 | 1 | |
30.79 | 1 | |
31.32 | 1 | |
31.35 | 1 | |
33.37 | 1 |
Value | Count | Frequency (%) |
213.07 | 1 | |
209.98 | 1 | |
204.2 | 1 | |
200.89 | 1 | |
200.07 | 1 | |
199.67 | 1 | |
199.64 | 1 | |
192.7 | 1 | |
188.58 | 1 | |
186.49 | 1 |
SRG_HGH
Real number (ℝ)
Distinct | 119 |
---|---|
Distinct (%) | 99.2% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 4.1986667 |
Minimum | -5.3 |
---|---|
Maximum | 18.68 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 31 |
Negative (%) | 25.8% |
Memory size | 1.2 KiB |
Quantile statistics
Minimum | -5.3 |
---|---|
5-th percentile | -2.8875 |
Q1 | -0.12 |
median | 3.435 |
Q3 | 7.8125 |
95-th percentile | 13.1755 |
Maximum | 18.68 |
Range | 23.98 |
Interquartile range (IQR) | 7.9325 |
Descriptive statistics
Standard deviation | 5.2242029 |
---|---|
Coefficient of variation (CV) | 1.2442528 |
Kurtosis | -0.11301821 |
Mean | 4.1986667 |
Median Absolute Deviation (MAD) | 4.085 |
Skewness | 0.55501909 |
Sum | 503.84 |
Variance | 27.292296 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
-1.3 | 2 | 1.7% |
0.13 | 1 | 0.8% |
17.6 | 1 | 0.8% |
6.94 | 1 | 0.8% |
9.97 | 1 | 0.8% |
13.12 | 1 | 0.8% |
14.93 | 1 | 0.8% |
9.7 | 1 | 0.8% |
10.07 | 1 | 0.8% |
6.7 | 1 | 0.8% |
Other values (109) | 109 |
Value | Count | Frequency (%) |
-5.3 | 1 | |
-4.63 | 1 | |
-3.59 | 1 | |
-3.13 | 1 | |
-3.08 | 1 | |
-3.03 | 1 | |
-2.88 | 1 | |
-2.68 | 1 | |
-2.57 | 1 | |
-2.38 | 1 |
Value | Count | Frequency (%) |
18.68 | 1 | |
17.63 | 1 | |
17.6 | 1 | |
17.06 | 1 | |
14.93 | 1 | |
14.23 | 1 | |
13.12 | 1 | |
12.85 | 1 | |
11.33 | 1 | |
11.21 | 1 |
SPOT_NM
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 0.8% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 1.1 KiB |
가덕도 |
---|
Length
Max length | 3 |
---|---|
Median length | 3 |
Mean length | 3 |
Min length | 3 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 가덕도 |
---|---|
2nd row | 가덕도 |
3rd row | 가덕도 |
4th row | 가덕도 |
5th row | 가덕도 |
Common Values
Value | Count | Frequency (%) |
가덕도 | 120 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
가덕도 | 120 |
WTCH_YMDHMS | WTCH_TDLV | PRDN_TDLV | SRG_HGH | |
---|---|---|---|---|
WTCH_YMDHMS | 1.000 | 0.000 | 0.179 | 0.418 |
WTCH_TDLV | 0.000 | 1.000 | 0.982 | 0.285 |
PRDN_TDLV | 0.179 | 0.982 | 1.000 | 0.022 |
SRG_HGH | 0.418 | 0.285 | 0.022 | 1.000 |
WTCH_YMDHMS | WTCH_TDLV | PRDN_TDLV | SRG_HGH | |
---|---|---|---|---|
WTCH_YMDHMS | 1.000 | 0.077 | 0.052 | 0.295 |
WTCH_TDLV | 0.077 | 1.000 | 0.995 | 0.150 |
PRDN_TDLV | 0.052 | 0.995 | 1.000 | 0.065 |
SRG_HGH | 0.295 | 0.150 | 0.065 | 1.000 |
WTCH_YMDHMS | WTCH_TDLV | PRDN_TDLV | SRG_HGH | SPOT_NM | |
---|---|---|---|---|---|
0 | 20000728000000 | 66 | 65.87 | 0.13 | 가덕도 |
1 | 20000728010000 | 75 | 75.76 | -0.76 | 가덕도 |
2 | 20000728020000 | 93 | 93.27 | -0.27 | 가덕도 |
3 | 20000728030000 | 112 | 113.28 | -1.28 | 가덕도 |
4 | 20000728040000 | 130 | 131.3 | -1.3 | 가덕도 |
5 | 20000728050000 | 143 | 143.79 | -0.79 | 가덕도 |
6 | 20000728060000 | 148 | 147.44 | 0.56 | 가덕도 |
7 | 20000728070000 | 140 | 139.83 | 0.17 | 가덕도 |
8 | 20000728080000 | 123 | 121.2 | 1.8 | 가덕도 |
9 | 20000728090000 | 96 | 95.57 | 0.43 | 가덕도 |
WTCH_YMDHMS | WTCH_TDLV | PRDN_TDLV | SRG_HGH | SPOT_NM | |
---|---|---|---|---|---|
110 | 20000801140000 | 37 | 36.95 | 0.05 | 가덕도 |
111 | 20000801150000 | 16 | 17.39 | -1.39 | 가덕도 |
112 | 20000801160000 | 19 | 20.69 | -1.69 | 가덕도 |
113 | 20000801170000 | 44 | 45.92 | -1.92 | 가덕도 |
114 | 20000801180000 | 83 | 85.57 | -2.57 | 가덕도 |
115 | 20000801190000 | 128 | 129.67 | -1.67 | 가덕도 |
116 | 20000801200000 | 169 | 170.3 | -1.3 | 가덕도 |
117 | 20000801210000 | 200 | 200.89 | -0.89 | 가덕도 |
118 | 20000801220000 | 213 | 213.07 | -0.07 | 가덕도 |
119 | 20000801230000 | 200 | 199.64 | 0.36 | 가덕도 |