Dataset statistics
Number of variables | 6 |
---|---|
Number of observations | 100 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 5.2 KiB |
Average record size in memory | 53.3 B |
Variable types
Numeric | 3 |
---|---|
Categorical | 2 |
DateTime | 1 |
Dataset
Description | Sample |
---|---|
Author | 모토브 |
URL | https://www.bigdata-telecom.kr/invoke/SOKBP2603/?goodsCode=MTVCO0016 |
Reproduction
Analysis started | 2023-12-10 06:37:31.526208 |
---|---|
Analysis finished | 2023-12-10 06:37:33.669264 |
Duration | 2.14 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
순번
Real number (ℝ)
UNIQUE
 
Distinct | 100 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 50.5 |
Minimum | 1 |
---|---|
Maximum | 100 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 5.95 |
Q1 | 25.75 |
median | 50.5 |
Q3 | 75.25 |
95-th percentile | 95.05 |
Maximum | 100 |
Range | 99 |
Interquartile range (IQR) | 49.5 |
Descriptive statistics
Standard deviation | 29.011492 |
---|---|
Coefficient of variation (CV) | 0.57448499 |
Kurtosis | -1.2 |
Mean | 50.5 |
Median Absolute Deviation (MAD) | 25 |
Skewness | 0 |
Sum | 5050 |
Variance | 841.66667 |
Monotonicity | Strictly increasing |
Value | Count | Frequency (%) |
1 | 1 | 1.0% |
65 | 1 | 1.0% |
75 | 1 | 1.0% |
74 | 1 | 1.0% |
73 | 1 | 1.0% |
72 | 1 | 1.0% |
71 | 1 | 1.0% |
70 | 1 | 1.0% |
69 | 1 | 1.0% |
68 | 1 | 1.0% |
Other values (90) | 90 |
Value | Count | Frequency (%) |
1 | 1 | |
2 | 1 | |
3 | 1 | |
4 | 1 | |
5 | 1 | |
6 | 1 | |
7 | 1 | |
8 | 1 | |
9 | 1 | |
10 | 1 |
Value | Count | Frequency (%) |
100 | 1 | |
99 | 1 | |
98 | 1 | |
97 | 1 | |
96 | 1 | |
95 | 1 | |
94 | 1 | |
93 | 1 | |
92 | 1 | |
91 | 1 |
택시아이디
Categorical
HIGH CORRELATION
 
Distinct | 46 |
---|---|
Distinct (%) | 46.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
T_47132284 | 5 |
---|---|
T_24823989 | 3 |
T_98047829 | 3 |
T_73468981 | 3 |
T_49476082 | 3 |
Other values (41) |
Length
Max length | 10 |
---|---|
Median length | 10 |
Mean length | 10 |
Min length | 10 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | T_99659190 |
---|---|
2nd row | T_47278771 |
3rd row | T_48743645 |
4th row | T_96070250 |
5th row | T_97974586 |
Common Values
Value | Count | Frequency (%) |
T_47132284 | 5 | 5.0% |
T_24823989 | 3 | 3.0% |
T_98047829 | 3 | 3.0% |
T_73468981 | 3 | 3.0% |
T_49476082 | 3 | 3.0% |
T_49988787 | 3 | 3.0% |
T_48816888 | 2 | 2.0% |
T_96070250 | 2 | 2.0% |
T_97974586 | 2 | 2.0% |
T_72223838 | 2 | 2.0% |
Other values (36) | 72 |
Length
Value | Count | Frequency (%) |
t_47132284 | 5 | 5.0% |
t_98047829 | 3 | 3.0% |
t_73468981 | 3 | 3.0% |
t_49476082 | 3 | 3.0% |
t_49988787 | 3 | 3.0% |
t_24823989 | 3 | 3.0% |
t_72883031 | 2 | 2.0% |
t_72297082 | 2 | 2.0% |
t_21747755 | 2 | 2.0% |
t_22773166 | 2 | 2.0% |
Other values (36) | 72 |
위도값
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 90 |
---|---|
Distinct (%) | 90.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 37.526705 |
Minimum | 37.430637 |
---|---|
Maximum | 37.652752 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 37.430637 |
---|---|
5-th percentile | 37.466428 |
Q1 | 37.489065 |
median | 37.518619 |
Q3 | 37.56588 |
95-th percentile | 37.605349 |
Maximum | 37.652752 |
Range | 0.222115 |
Interquartile range (IQR) | 0.076815 |
Descriptive statistics
Standard deviation | 0.050030662 |
---|---|
Coefficient of variation (CV) | 0.0013332016 |
Kurtosis | -0.58461713 |
Mean | 37.526705 |
Median Absolute Deviation (MAD) | 0.0380435 |
Skewness | 0.26499014 |
Sum | 3752.6705 |
Variance | 0.0025030671 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
37.475964 | 3 | 3.0% |
37.434925 | 3 | 3.0% |
37.52096 | 2 | 2.0% |
37.565876 | 2 | 2.0% |
37.594215 | 2 | 2.0% |
37.4938 | 2 | 2.0% |
37.56588 | 2 | 2.0% |
37.55336 | 2 | 2.0% |
37.490456 | 1 | 1.0% |
37.4947 | 1 | 1.0% |
Other values (80) | 80 |
Value | Count | Frequency (%) |
37.430637 | 1 | 1.0% |
37.43064 | 1 | 1.0% |
37.434925 | 3 | |
37.468086 | 1 | 1.0% |
37.4681 | 1 | 1.0% |
37.468117 | 1 | 1.0% |
37.469578 | 1 | 1.0% |
37.469692 | 1 | 1.0% |
37.471317 | 1 | 1.0% |
37.471348 | 1 | 1.0% |
Value | Count | Frequency (%) |
37.652752 | 1 | |
37.652744 | 1 | |
37.61152 | 1 | |
37.6114 | 1 | |
37.605473 | 1 | |
37.605343 | 1 | |
37.599495 | 1 | |
37.59949 | 1 | |
37.599487 | 1 | |
37.594215 | 2 |
경도값
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 74 |
---|---|
Distinct (%) | 74.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 127.00868 |
Minimum | 126.83659 |
---|---|
Maximum | 127.25926 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 126.83659 |
---|---|
5-th percentile | 126.89151 |
Q1 | 126.97607 |
median | 127.00986 |
Q3 | 127.04314 |
95-th percentile | 127.10415 |
Maximum | 127.25926 |
Range | 0.422674 |
Interquartile range (IQR) | 0.067061 |
Descriptive statistics
Standard deviation | 0.071681869 |
---|---|
Coefficient of variation (CV) | 0.00056438558 |
Kurtosis | 2.1094746 |
Mean | 127.00868 |
Median Absolute Deviation (MAD) | 0.033781 |
Skewness | 0.57470914 |
Sum | 12700.868 |
Variance | 0.0051382903 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
126.98782 | 5 | 5.0% |
126.98166 | 3 | 3.0% |
127.0619 | 3 | 3.0% |
126.99694 | 3 | 3.0% |
127.05532 | 2 | 2.0% |
126.9207 | 2 | 2.0% |
127.0862 | 2 | 2.0% |
127.01416 | 2 | 2.0% |
127.07274 | 2 | 2.0% |
126.905 | 2 | 2.0% |
Other values (64) | 74 |
Value | Count | Frequency (%) |
126.836586 | 2 | |
126.88755 | 1 | |
126.887596 | 1 | |
126.89137 | 1 | |
126.89152 | 1 | |
126.89854 | 2 | |
126.905 | 2 | |
126.9207 | 2 | |
126.94429 | 2 | |
126.94505 | 1 |
Value | Count | Frequency (%) |
127.25926 | 1 | |
127.25925 | 1 | |
127.15487 | 1 | |
127.15483 | 1 | |
127.10418 | 1 | |
127.10415 | 1 | |
127.10293 | 1 | |
127.1028 | 1 | |
127.0897 | 2 | |
127.08865 | 1 |
일산화탄소값
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 1.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
0 |
---|
Length
Max length | 1 |
---|---|
Median length | 1 |
Mean length | 1 |
Min length | 1 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 0 |
---|---|
2nd row | 0 |
3rd row | 0 |
4th row | 0 |
5th row | 0 |
Common Values
Value | Count | Frequency (%) |
0 | 100 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
0 | 100 |
측정시각
Date
Distinct | 3 |
---|---|
Distinct (%) | 3.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
Minimum | 2021-01-01 00:00:00 |
---|---|
Maximum | 2021-01-01 00:00:02 |
순번 | 택시아이디 | 위도값 | 경도값 | 측정시각 | |
---|---|---|---|---|---|
순번 | 1.000 | 0.000 | 0.000 | 0.000 | 0.892 |
택시아이디 | 0.000 | 1.000 | 1.000 | 1.000 | 0.000 |
위도값 | 0.000 | 1.000 | 1.000 | 0.632 | 0.000 |
경도값 | 0.000 | 1.000 | 0.632 | 1.000 | 0.000 |
측정시각 | 0.892 | 0.000 | 0.000 | 0.000 | 1.000 |
순번 | 위도값 | 경도값 | 택시아이디 | |
---|---|---|---|---|
순번 | 1.000 | -0.008 | 0.041 | 0.000 |
위도값 | -0.008 | 1.000 | 0.045 | 0.775 |
경도값 | 0.041 | 0.045 | 1.000 | 0.770 |
택시아이디 | 0.000 | 0.775 | 0.770 | 1.000 |
순번 | 택시아이디 | 위도값 | 경도값 | 일산화탄소값 | 측정시각 | |
---|---|---|---|---|---|---|
0 | 1 | T_99659190 | 37.52096 | 127.01797 | 0 | 2021-01-01 00:00:00 |
1 | 2 | T_47278771 | 37.6114 | 127.07274 | 0 | 2021-01-01 00:00:00 |
2 | 3 | T_48743645 | 37.54574 | 126.836586 | 0 | 2021-01-01 00:00:00 |
3 | 4 | T_96070250 | 37.55994 | 127.15483 | 0 | 2021-01-01 00:00:00 |
4 | 5 | T_97974586 | 37.546444 | 126.887596 | 0 | 2021-01-01 00:00:00 |
5 | 6 | T_72223838 | 37.487724 | 126.98247 | 0 | 2021-01-01 00:00:00 |
6 | 7 | T_49988787 | 37.475964 | 126.98166 | 0 | 2021-01-01 00:00:00 |
7 | 8 | T_99219728 | 37.536297 | 126.963165 | 0 | 2021-01-01 00:00:00 |
8 | 9 | T_21088562 | 37.489605 | 126.89152 | 0 | 2021-01-01 00:00:00 |
9 | 10 | T_24750746 | 37.57153 | 127.00944 | 0 | 2021-01-01 00:00:00 |
순번 | 택시아이디 | 위도값 | 경도값 | 일산화탄소값 | 측정시각 | |
---|---|---|---|---|---|---|
90 | 91 | T_24823989 | 37.59949 | 127.0619 | 0 | 2021-01-01 00:00:01 |
91 | 92 | T_23725334 | 37.57569 | 126.97964 | 0 | 2021-01-01 00:00:01 |
92 | 93 | T_47132284 | 37.56588 | 126.98782 | 0 | 2021-01-01 00:00:01 |
93 | 94 | T_73322493 | 37.570114 | 127.01027 | 0 | 2021-01-01 00:00:01 |
94 | 95 | T_73468981 | 37.500324 | 126.98534 | 0 | 2021-01-01 00:00:02 |
95 | 96 | T_49476082 | 37.468117 | 127.04186 | 0 | 2021-01-01 00:00:02 |
96 | 97 | T_47132284 | 37.565884 | 126.98782 | 0 | 2021-01-01 00:00:02 |
97 | 98 | T_98047829 | 37.434925 | 126.99694 | 0 | 2021-01-01 00:00:02 |
98 | 99 | T_49988787 | 37.475964 | 126.98166 | 0 | 2021-01-01 00:00:02 |
99 | 100 | T_24823989 | 37.599495 | 127.0619 | 0 | 2021-01-01 00:00:02 |