Dataset statistics
Number of variables | 10 |
---|---|
Number of observations | 199 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 17.6 KiB |
Average record size in memory | 90.7 B |
Variable types
Categorical | 9 |
---|---|
Numeric | 1 |
Dataset
Description | Sample |
---|---|
Author | 오픈메이트 |
URL | https://www.bigdata-telecom.kr/invoke/SOKBP2603/?goodsCode=OPMFAMILYESTA |
2 has constant value "" | Constant |
2020 has constant value "" | Constant |
1 has constant value "" | Constant |
1.1 is highly overall correlated with 1.2 | High correlation |
1.2 is highly overall correlated with 1.1 and 1 other fields | High correlation |
3 is highly overall correlated with 1.2 | High correlation |
11215710 has unique values | Unique |
Reproduction
Analysis started | 2023-12-10 06:39:10.798861 |
---|---|
Analysis finished | 2023-12-10 06:39:12.125736 |
Duration | 1.33 second |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
2
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 0.5% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 1.7 KiB |
2 |
---|
Length
Max length | 1 |
---|---|
Median length | 1 |
Mean length | 1 |
Min length | 1 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 2 |
---|---|
2nd row | 2 |
3rd row | 2 |
4th row | 2 |
5th row | 2 |
Common Values
Value | Count | Frequency (%) |
2 | 199 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
2 | 199 |
2020
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 0.5% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 1.7 KiB |
2020 |
---|
Length
Max length | 4 |
---|---|
Median length | 4 |
Mean length | 4 |
Min length | 4 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 2020 |
---|---|
2nd row | 2020 |
3rd row | 2020 |
4th row | 2020 |
5th row | 2020 |
Common Values
Value | Count | Frequency (%) |
2020 | 199 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
2020 | 199 |
11215710
Real number (ℝ)
UNIQUE
 
Distinct | 199 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 31542214 |
Minimum | 11110650 |
---|---|
Maximum | 50110630 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.9 KiB |
Quantile statistics
Minimum | 11110650 |
---|---|
5-th percentile | 11230544 |
Q1 | 18910590 |
median | 30200540 |
Q3 | 43122438 |
95-th percentile | 47290250 |
Maximum | 50110630 |
Range | 38999980 |
Interquartile range (IQR) | 24211848 |
Descriptive statistics
Standard deviation | 13460541 |
---|---|
Coefficient of variation (CV) | 0.42674688 |
Kurtosis | -1.3159249 |
Mean | 31542214 |
Median Absolute Deviation (MAD) | 12929795 |
Skewness | -0.443152 |
Sum | 6.2769005 × 109 |
Variance | 1.8118617 × 1014 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
11410585 | 1 | 0.5% |
44800250 | 1 | 0.5% |
29110630 | 1 | 0.5% |
48250590 | 1 | 0.5% |
41550350 | 1 | 0.5% |
36110350 | 1 | 0.5% |
44133250 | 1 | 0.5% |
47190680 | 1 | 0.5% |
47190670 | 1 | 0.5% |
36110250 | 1 | 0.5% |
Other values (189) | 189 |
Value | Count | Frequency (%) |
11110650 | 1 | |
11110710 | 1 | |
11140580 | 1 | |
11140590 | 1 | |
11170555 | 1 | |
11200550 | 1 | |
11215730 | 1 | |
11215780 | 1 | |
11215847 | 1 | |
11230536 | 1 |
Value | Count | Frequency (%) |
50110630 | 1 | |
48250590 | 1 | |
48170740 | 1 | |
48170515 | 1 | |
48123520 | 1 | |
48121540 | 1 | |
47290560 | 1 | |
47290550 | 1 | |
47290256 | 1 | |
47290253 | 1 |
1
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 |
1.1
Categorical
HIGH CORRELATION
 
Distinct | 3 |
---|---|
Distinct (%) | 1.5% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 1.7 KiB |
1 | |
---|---|
2 | |
3 | 9 |
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 | 152 | |
2 | 38 | 19.1% |
3 | 9 | 4.5% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
1 | 152 | |
2 | 38 | 19.1% |
3 | 9 | 4.5% |
1.2
Categorical
HIGH CORRELATION
 
Distinct | 5 |
---|---|
Distinct (%) | 2.5% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 1.7 KiB |
1 | |
---|---|
2 | |
3 | |
4 | |
5 | 1 |
Length
Max length | 1 |
---|---|
Median length | 1 |
Mean length | 1 |
Min length | 1 |
Unique
Unique | 1 ? |
---|---|
Unique (%) | 0.5% |
Sample
1st row | 2 |
---|---|
2nd row | 1 |
3rd row | 3 |
4th row | 2 |
5th row | 3 |
Common Values
Value | Count | Frequency (%) |
1 | 78 | |
2 | 57 | |
3 | 37 | |
4 | 26 | 13.1% |
5 | 1 | 0.5% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
1 | 78 | |
2 | 57 | |
3 | 37 | |
4 | 26 | 13.1% |
5 | 1 | 0.5% |
4
Categorical
Distinct | 5 |
---|---|
Distinct (%) | 2.5% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 1.7 KiB |
1 | |
---|---|
3 | |
2 | |
4 | |
5 |
Length
Max length | 1 |
---|---|
Median length | 1 |
Mean length | 1 |
Min length | 1 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 2 |
---|---|
2nd row | 1 |
3rd row | 2 |
4th row | 3 |
5th row | 4 |
Common Values
Value | Count | Frequency (%) |
1 | 58 | |
3 | 55 | |
2 | 47 | |
4 | 28 | |
5 | 11 | 5.5% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
1 | 58 | |
3 | 55 | |
2 | 47 | |
4 | 28 | |
5 | 11 | 5.5% |
2.1
Categorical
Distinct | 5 |
---|---|
Distinct (%) | 2.5% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 1.7 KiB |
2 | |
---|---|
1 | |
3 | |
4 | |
5 | 1 |
Length
Max length | 1 |
---|---|
Median length | 1 |
Mean length | 1 |
Min length | 1 |
Unique
Unique | 1 ? |
---|---|
Unique (%) | 0.5% |
Sample
1st row | 3 |
---|---|
2nd row | 1 |
3rd row | 2 |
4th row | 1 |
5th row | 2 |
Common Values
Value | Count | Frequency (%) |
2 | 67 | |
1 | 57 | |
3 | 47 | |
4 | 27 | |
5 | 1 | 0.5% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
2 | 67 | |
1 | 57 | |
3 | 47 | |
4 | 27 | |
5 | 1 | 0.5% |
3
Categorical
HIGH CORRELATION
 
Distinct | 5 |
---|---|
Distinct (%) | 2.5% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 1.7 KiB |
1 | |
---|---|
2 | |
3 | |
4 | |
5 |
Length
Max length | 1 |
---|---|
Median length | 1 |
Mean length | 1 |
Min length | 1 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 4 |
---|---|
2nd row | 1 |
3rd row | 3 |
4th row | 2 |
5th row | 4 |
Common Values
Value | Count | Frequency (%) |
1 | 55 | |
2 | 55 | |
3 | 50 | |
4 | 26 | |
5 | 13 | 6.5% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
1 | 55 | |
2 | 55 | |
3 | 50 | |
4 | 26 | |
5 | 13 | 6.5% |
2.2
Categorical
Distinct | 5 |
---|---|
Distinct (%) | 2.5% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 1.7 KiB |
1 | |
---|---|
2 | |
3 | |
5 | |
4 |
Length
Max length | 1 |
---|---|
Median length | 1 |
Mean length | 1 |
Min length | 1 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 2 |
---|---|
2nd row | 1 |
3rd row | 2 |
4th row | 1 |
5th row | 3 |
Common Values
Value | Count | Frequency (%) |
1 | 66 | |
2 | 47 | |
3 | 34 | |
5 | 28 | |
4 | 24 | 12.1% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
1 | 66 | |
2 | 47 | |
3 | 34 | |
5 | 28 | |
4 | 24 | 12.1% |
11215710 | 1.1 | 1.2 | 4 | 2.1 | 3 | 2.2 | |
---|---|---|---|---|---|---|---|
11215710 | 1.000 | 0.364 | 0.183 | 0.052 | 0.153 | 0.059 | 0.192 |
1.1 | 0.364 | 1.000 | 0.577 | 0.325 | 0.437 | 0.497 | 0.452 |
1.2 | 0.183 | 0.577 | 1.000 | 0.736 | 0.821 | 0.864 | 0.710 |
4 | 0.052 | 0.325 | 0.736 | 1.000 | 0.731 | 0.730 | 0.557 |
2.1 | 0.153 | 0.437 | 0.821 | 0.731 | 1.000 | 0.763 | 0.666 |
3 | 0.059 | 0.497 | 0.864 | 0.730 | 0.763 | 1.000 | 0.818 |
2.2 | 0.192 | 0.452 | 0.710 | 0.557 | 0.666 | 0.818 | 1.000 |
1.2 | 3 | 2.1 | 2.2 | 4 | 1.1 | |
---|---|---|---|---|---|---|
1.2 | 1.000 | 0.508 | 0.448 | 0.337 | 0.359 | 0.522 |
3 | 0.508 | 1.000 | 0.384 | 0.444 | 0.354 | 0.430 |
2.1 | 0.448 | 0.384 | 1.000 | 0.304 | 0.355 | 0.366 |
2.2 | 0.337 | 0.444 | 0.304 | 1.000 | 0.236 | 0.382 |
4 | 0.359 | 0.354 | 0.355 | 0.236 | 1.000 | 0.258 |
1.1 | 0.522 | 0.430 | 0.366 | 0.382 | 0.258 | 1.000 |
11215710 | 1.1 | 1.2 | 4 | 2.1 | 3 | 2.2 | |
---|---|---|---|---|---|---|---|
11215710 | 1.000 | 0.247 | 0.105 | 0.045 | 0.095 | 0.025 | 0.114 |
1.1 | 0.247 | 1.000 | 0.522 | 0.258 | 0.366 | 0.430 | 0.382 |
1.2 | 0.105 | 0.522 | 1.000 | 0.359 | 0.448 | 0.508 | 0.337 |
4 | 0.045 | 0.258 | 0.359 | 1.000 | 0.355 | 0.354 | 0.236 |
2.1 | 0.095 | 0.366 | 0.448 | 0.355 | 1.000 | 0.384 | 0.304 |
3 | 0.025 | 0.430 | 0.508 | 0.354 | 0.384 | 1.000 | 0.444 |
2.2 | 0.114 | 0.382 | 0.337 | 0.236 | 0.304 | 0.444 | 1.000 |
2 | 2020 | 11215710 | 1 | 1.1 | 1.2 | 4 | 2.1 | 3 | 2.2 | |
---|---|---|---|---|---|---|---|---|---|---|
0 | 2 | 2020 | 11410585 | 1 | 1 | 2 | 2 | 3 | 4 | 2 |
1 | 2 | 2020 | 30200540 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
2 | 2 | 2020 | 26410600 | 1 | 1 | 3 | 2 | 2 | 3 | 2 |
3 | 2 | 2020 | 11230740 | 1 | 1 | 2 | 3 | 1 | 2 | 1 |
4 | 2 | 2020 | 11200550 | 1 | 1 | 3 | 4 | 2 | 4 | 3 |
5 | 2 | 2020 | 11410615 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
6 | 2 | 2020 | 11620735 | 1 | 1 | 1 | 1 | 2 | 2 | 1 |
7 | 2 | 2020 | 26290530 | 1 | 1 | 1 | 1 | 2 | 1 | 1 |
8 | 2 | 2020 | 11620665 | 1 | 1 | 1 | 4 | 1 | 2 | 1 |
9 | 2 | 2020 | 45130703 | 1 | 1 | 1 | 1 | 1 | 2 | 2 |
2 | 2020 | 11215710 | 1 | 1.1 | 1.2 | 4 | 2.1 | 3 | 2.2 | |
---|---|---|---|---|---|---|---|---|---|---|
189 | 2 | 2020 | 11290640 | 1 | 1 | 2 | 2 | 3 | 3 | 1 |
190 | 2 | 2020 | 42110580 | 1 | 2 | 3 | 3 | 3 | 3 | 3 |
191 | 2 | 2020 | 45130330 | 1 | 3 | 4 | 4 | 4 | 5 | 5 |
192 | 2 | 2020 | 30110640 | 1 | 1 | 2 | 2 | 3 | 2 | 2 |
193 | 2 | 2020 | 42110610 | 1 | 2 | 3 | 3 | 2 | 3 | 3 |
194 | 2 | 2020 | 11650510 | 1 | 1 | 1 | 3 | 1 | 2 | 2 |
195 | 2 | 2020 | 43114540 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
196 | 2 | 2020 | 30170555 | 1 | 1 | 1 | 1 | 1 | 1 | 2 |
197 | 2 | 2020 | 41111600 | 1 | 1 | 2 | 2 | 2 | 1 | 2 |
198 | 2 | 2020 | 29110685 | 1 | 1 | 3 | 4 | 5 | 3 | 3 |