Dataset statistics
Number of variables | 8 |
---|---|
Number of observations | 199 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 13.7 KiB |
Average record size in memory | 70.7 B |
Variable types
Categorical | 5 |
---|---|
Numeric | 2 |
Boolean | 1 |
Dataset
Description | Sample |
---|---|
Author | 한국스마트그리드 |
URL | https://www.bigdata-telecom.kr/invoke/SOKBP2603/?goodsCode=KSGTEAMSRLERN |
Reproduction
Analysis started | 2023-12-10 06:13:13.644929 |
---|---|
Analysis finished | 2023-12-10 06:13:14.628736 |
Duration | 0.98 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
IC1300102000205
Categorical
Distinct | 33 |
---|---|
Distinct (%) | 16.6% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 1.7 KiB |
IC1300102000206 | 7 |
---|---|
IC1300102000207 | 6 |
IC1300102000208 | 6 |
IC1300102000251 | 6 |
IC1300102000301 | 6 |
Other values (28) |
Length
Max length | 15 |
---|---|
Median length | 15 |
Mean length | 15 |
Min length | 15 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | IC1300102000206 |
---|---|
2nd row | IC1300102000207 |
3rd row | IC1300102000208 |
4th row | IC1300102000251 |
5th row | IC1300102000301 |
Common Values
Value | Count | Frequency (%) |
IC1300102000206 | 7 | 3.5% |
IC1300102000207 | 6 | 3.0% |
IC1300102000208 | 6 | 3.0% |
IC1300102000251 | 6 | 3.0% |
IC1300102000301 | 6 | 3.0% |
IC1300102000302 | 6 | 3.0% |
IC1300102000303 | 6 | 3.0% |
IC1300102000304 | 6 | 3.0% |
IC1300102000305 | 6 | 3.0% |
IC1300102000306 | 6 | 3.0% |
Other values (23) | 138 |
Length
Value | Count | Frequency (%) |
ic1300102000206 | 7 | 3.5% |
ic1300102000401 | 6 | 3.0% |
ic1300102000461 | 6 | 3.0% |
ic1300102000451 | 6 | 3.0% |
ic1300102000441 | 6 | 3.0% |
ic1300102000431 | 6 | 3.0% |
ic1300102000421 | 6 | 3.0% |
ic1300102000410 | 6 | 3.0% |
ic1300102000409 | 6 | 3.0% |
ic1300102000408 | 6 | 3.0% |
Other values (23) | 138 |
2817010600
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 0.5% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 1.7 KiB |
2817010600 |
---|
Length
Max length | 10 |
---|---|
Median length | 10 |
Mean length | 10 |
Min length | 10 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 2817010600 |
---|---|
2nd row | 2817010600 |
3rd row | 2817010600 |
4th row | 2817010600 |
5th row | 2817010600 |
Common Values
Value | Count | Frequency (%) |
2817010600 | 199 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
2817010600 | 199 |
2021
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 0.5% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 1.7 KiB |
2021 |
---|
Length
Max length | 4 |
---|---|
Median length | 4 |
Mean length | 4 |
Min length | 4 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 2021 |
---|---|
2nd row | 2021 |
3rd row | 2021 |
4th row | 2021 |
5th row | 2021 |
Common Values
Value | Count | Frequency (%) |
2021 | 199 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
2021 | 199 |
07
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 0.5% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 1.7 KiB |
7 |
---|
Length
Max length | 1 |
---|---|
Median length | 1 |
Mean length | 1 |
Min length | 1 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 7 |
---|---|
2nd row | 7 |
3rd row | 7 |
4th row | 7 |
5th row | 7 |
Common Values
Value | Count | Frequency (%) |
7 | 199 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
7 | 199 |
01
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 0.5% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 1.7 KiB |
1 |
---|
Length
Max length | 1 |
---|---|
Median length | 1 |
Mean length | 1 |
Min length | 1 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 1 |
---|---|
2nd row | 1 |
3rd row | 1 |
4th row | 1 |
5th row | 1 |
Common Values
Value | Count | Frequency (%) |
1 | 199 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
1 | 199 |
00
Real number (ℝ)
ZEROS
 
Distinct | 7 |
---|---|
Distinct (%) | 3.5% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2.5477387 |
Minimum | 0 |
---|---|
Maximum | 6 |
Zeros | 32 |
Zeros (%) | 16.1% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.9 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 1 |
median | 3 |
Q3 | 4 |
95-th percentile | 5 |
Maximum | 6 |
Range | 6 |
Interquartile range (IQR) | 3 |
Descriptive statistics
Standard deviation | 1.73394 |
---|---|
Coefficient of variation (CV) | 0.68058 |
Kurtosis | -1.222517 |
Mean | 2.5477387 |
Median Absolute Deviation (MAD) | 2 |
Skewness | 0.015753355 |
Sum | 507 |
Variance | 3.0065479 |
Monotonicity | Increasing |
Value | Count | Frequency (%) |
1 | 33 | |
2 | 33 | |
3 | 33 | |
4 | 33 | |
5 | 33 | |
0 | 32 | |
6 | 2 | 1.0% |
Value | Count | Frequency (%) |
0 | 32 | |
1 | 33 | |
2 | 33 | |
3 | 33 | |
4 | 33 | |
5 | 33 | |
6 | 2 | 1.0% |
Value | Count | Frequency (%) |
6 | 2 | 1.0% |
5 | 33 | |
4 | 33 | |
3 | 33 | |
2 | 33 | |
1 | 33 | |
0 | 32 |
N
Boolean
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 0.5% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 331.0 B |
False |
---|
Value | Count | Frequency (%) |
False | 199 |
0.052
Real number (ℝ)
ZEROS
 
Distinct | 100 |
---|---|
Distinct (%) | 50.3% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 0.087663317 |
Minimum | 0 |
---|---|
Maximum | 1.291 |
Zeros | 33 |
Zeros (%) | 16.6% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.9 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0.0075 |
median | 0.043 |
Q3 | 0.089 |
95-th percentile | 0.2683 |
Maximum | 1.291 |
Range | 1.291 |
Interquartile range (IQR) | 0.0815 |
Descriptive statistics
Standard deviation | 0.18183635 |
---|---|
Coefficient of variation (CV) | 2.0742581 |
Kurtosis | 27.2353 |
Mean | 0.087663317 |
Median Absolute Deviation (MAD) | 0.037 |
Skewness | 4.9275803 |
Sum | 17.445 |
Variance | 0.033064457 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0 | 33 | 16.6% |
0.008 | 9 | 4.5% |
0.004 | 6 | 3.0% |
0.009 | 5 | 2.5% |
0.074 | 5 | 2.5% |
0.061 | 4 | 2.0% |
0.072 | 4 | 2.0% |
0.011 | 4 | 2.0% |
0.08 | 3 | 1.5% |
0.013 | 3 | 1.5% |
Other values (90) | 123 |
Value | Count | Frequency (%) |
0.0 | 33 | |
0.001 | 3 | 1.5% |
0.002 | 1 | 0.5% |
0.004 | 6 | 3.0% |
0.005 | 2 | 1.0% |
0.006 | 2 | 1.0% |
0.007 | 3 | 1.5% |
0.008 | 9 | 4.5% |
0.009 | 5 | 2.5% |
0.011 | 4 | 2.0% |
Value | Count | Frequency (%) |
1.291 | 1 | |
1.251 | 1 | |
1.17 | 1 | |
1.062 | 1 | |
0.648 | 1 | |
0.484 | 1 | |
0.47 | 1 | |
0.29 | 1 | |
0.284 | 1 | |
0.271 | 1 |
IC1300102000205 | 00 | 0.052 | |
---|---|---|---|
IC1300102000205 | 1.000 | 0.000 | 0.830 |
00 | 0.000 | 1.000 | 0.000 |
0.052 | 0.830 | 0.000 | 1.000 |
00 | 0.052 | IC1300102000205 | |
---|---|---|---|
00 | 1.000 | -0.094 | 0.000 |
0.052 | -0.094 | 1.000 | 0.493 |
IC1300102000205 | 0.000 | 0.493 | 1.000 |
IC1300102000205 | 2817010600 | 2021 | 07 | 01 | 00 | N | 0.052 | |
---|---|---|---|---|---|---|---|---|
0 | IC1300102000206 | 2817010600 | 2021 | 7 | 1 | 0 | N | 0.126 |
1 | IC1300102000207 | 2817010600 | 2021 | 7 | 1 | 0 | N | 0.019 |
2 | IC1300102000208 | 2817010600 | 2021 | 7 | 1 | 0 | N | 1.251 |
3 | IC1300102000251 | 2817010600 | 2021 | 7 | 1 | 0 | N | 0.001 |
4 | IC1300102000301 | 2817010600 | 2021 | 7 | 1 | 0 | N | 0.247 |
5 | IC1300102000302 | 2817010600 | 2021 | 7 | 1 | 0 | N | 0.096 |
6 | IC1300102000303 | 2817010600 | 2021 | 7 | 1 | 0 | N | 0.072 |
7 | IC1300102000304 | 2817010600 | 2021 | 7 | 1 | 0 | N | 0.044 |
8 | IC1300102000305 | 2817010600 | 2021 | 7 | 1 | 0 | N | 0.0 |
9 | IC1300102000306 | 2817010600 | 2021 | 7 | 1 | 0 | N | 0.0 |
IC1300102000205 | 2817010600 | 2021 | 07 | 01 | 00 | N | 0.052 | |
---|---|---|---|---|---|---|---|---|
189 | IC1300102000408 | 2817010600 | 2021 | 7 | 1 | 5 | N | 0.0 |
190 | IC1300102000409 | 2817010600 | 2021 | 7 | 1 | 5 | N | 0.041 |
191 | IC1300102000410 | 2817010600 | 2021 | 7 | 1 | 5 | N | 0.0 |
192 | IC1300102000421 | 2817010600 | 2021 | 7 | 1 | 5 | N | 0.005 |
193 | IC1300102000431 | 2817010600 | 2021 | 7 | 1 | 5 | N | 0.006 |
194 | IC1300102000441 | 2817010600 | 2021 | 7 | 1 | 5 | N | 0.0 |
195 | IC1300102000451 | 2817010600 | 2021 | 7 | 1 | 5 | N | 0.03 |
196 | IC1300102000461 | 2817010600 | 2021 | 7 | 1 | 5 | N | 0.052 |
197 | IC1300102000205 | 2817010600 | 2021 | 7 | 1 | 6 | N | 0.022 |
198 | IC1300102000206 | 2817010600 | 2021 | 7 | 1 | 6 | N | 0.032 |