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 | 4 |
---|---|
Categorical | 2 |
Dataset
Description | Sample |
---|---|
Author | 모토브 |
URL | https://www.bigdata-telecom.kr/invoke/SOKBP2603/?goodsCode=MTVICTEMP0023 |
순번 is highly overall correlated with 측정시각 | High correlation |
위도값 is highly overall correlated with 택시아이디 | High correlation |
경도값 is highly overall correlated with 택시아이디 | High correlation |
온도감지기값 is highly overall correlated with 택시아이디 | High correlation |
택시아이디 is highly overall correlated with 위도값 and 2 other fields | High correlation |
측정시각 is highly overall correlated with 순번 | High correlation |
순번 has unique values | Unique |
Reproduction
Analysis started | 2023-12-10 06:28:17.324458 |
---|---|
Analysis finished | 2023-12-10 06:28:20.375394 |
Duration | 3.05 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
순번
Real number (ℝ)
HIGH CORRELATION
  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 | 33 |
---|---|
Distinct (%) | 33.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
T_70978696 | 4 |
---|---|
T_95630788 | 3 |
T_45740654 | 3 |
T_45227948 | 3 |
T_18671521 | 3 |
Other values (28) |
Length
Max length | 10 |
---|---|
Median length | 10 |
Mean length | 10 |
Min length | 10 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | T_69001117 |
---|---|
2nd row | T_17133403 |
3rd row | T_45740654 |
4th row | T_45227948 |
5th row | T_18671521 |
Common Values
Value | Count | Frequency (%) |
T_70978696 | 4 | 4.0% |
T_95630788 | 3 | 3.0% |
T_45740654 | 3 | 3.0% |
T_45227948 | 3 | 3.0% |
T_18671521 | 3 | 3.0% |
T_69587066 | 3 | 3.0% |
T_70832208 | 3 | 3.0% |
T_92627797 | 3 | 3.0% |
T_43616587 | 3 | 3.0% |
T_70612477 | 3 | 3.0% |
Other values (23) | 69 |
Length
Value | Count | Frequency (%) |
t_70978696 | 4 | 4.0% |
t_69001117 | 3 | 3.0% |
t_99585947 | 3 | 3.0% |
t_66437588 | 3 | 3.0% |
t_17719353 | 3 | 3.0% |
t_92408066 | 3 | 3.0% |
t_70685721 | 3 | 3.0% |
t_68415167 | 3 | 3.0% |
t_95484301 | 3 | 3.0% |
t_19330713 | 3 | 3.0% |
Other values (23) | 69 |
위도값
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 71 |
---|---|
Distinct (%) | 71.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 37.496931 |
Minimum | 37.400574 |
---|---|
Maximum | 37.666523 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 37.400574 |
---|---|
5-th percentile | 37.404026 |
Q1 | 37.45186 |
median | 37.492458 |
Q3 | 37.528256 |
95-th percentile | 37.602406 |
Maximum | 37.666523 |
Range | 0.265949 |
Interquartile range (IQR) | 0.0763965 |
Descriptive statistics
Standard deviation | 0.059345692 |
---|---|
Coefficient of variation (CV) | 0.0015826813 |
Kurtosis | 0.5514198 |
Mean | 37.496931 |
Median Absolute Deviation (MAD) | 0.04054 |
Skewness | 0.70860496 |
Sum | 3749.6931 |
Variance | 0.0035219111 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
37.570866 | 4 | 4.0% |
37.443077 | 3 | 3.0% |
37.49017 | 3 | 3.0% |
37.438824 | 3 | 3.0% |
37.526722 | 3 | 3.0% |
37.404026 | 3 | 3.0% |
37.45186 | 3 | 3.0% |
37.424 | 3 | 3.0% |
37.499813 | 3 | 3.0% |
37.666523 | 3 | 3.0% |
Other values (61) | 69 |
Value | Count | Frequency (%) |
37.400574 | 1 | 1.0% |
37.40072 | 1 | 1.0% |
37.400864 | 1 | 1.0% |
37.404026 | 3 | |
37.422703 | 1 | 1.0% |
37.422707 | 2 | |
37.424 | 3 | |
37.438667 | 1 | 1.0% |
37.438705 | 1 | 1.0% |
37.43874 | 1 | 1.0% |
Value | Count | Frequency (%) |
37.666523 | 3 | |
37.602413 | 1 | 1.0% |
37.60241 | 1 | 1.0% |
37.602406 | 1 | 1.0% |
37.602287 | 2 | |
37.602283 | 1 | 1.0% |
37.570866 | 4 | |
37.553173 | 1 | 1.0% |
37.553093 | 1 | 1.0% |
37.553013 | 1 | 1.0% |
경도값
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 62 |
---|---|
Distinct (%) | 62.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 126.7258 |
Minimum | 126.60767 |
---|---|
Maximum | 127.01224 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 126.60767 |
---|---|
5-th percentile | 126.61886 |
Q1 | 126.67575 |
median | 126.70962 |
Q3 | 126.73504 |
95-th percentile | 127.00959 |
Maximum | 127.01224 |
Range | 0.404574 |
Interquartile range (IQR) | 0.0592815 |
Descriptive statistics
Standard deviation | 0.086133757 |
---|---|
Coefficient of variation (CV) | 0.00067968602 |
Kurtosis | 5.239267 |
Mean | 126.7258 |
Median Absolute Deviation (MAD) | 0.02664 |
Skewness | 2.2218239 |
Sum | 12672.58 |
Variance | 0.007419024 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
126.728775 | 3 | 3.0% |
126.74704 | 3 | 3.0% |
126.67446 | 3 | 3.0% |
126.71003 | 3 | 3.0% |
126.718864 | 3 | 3.0% |
126.70348 | 3 | 3.0% |
126.70272 | 3 | 3.0% |
126.741684 | 3 | 3.0% |
126.70241 | 3 | 3.0% |
126.73626 | 3 | 3.0% |
Other values (52) | 70 |
Value | Count | Frequency (%) |
126.607666 | 1 | 1.0% |
126.60794 | 1 | 1.0% |
126.60822 | 1 | 1.0% |
126.61877 | 1 | 1.0% |
126.61881 | 1 | 1.0% |
126.618866 | 1 | 1.0% |
126.65049 | 1 | 1.0% |
126.650635 | 1 | 1.0% |
126.6507 | 1 | 1.0% |
126.65853 | 3 |
Value | Count | Frequency (%) |
127.01224 | 1 | |
127.01221 | 1 | |
127.01218 | 1 | |
127.009605 | 2 | |
127.00959 | 1 | |
126.88309 | 1 | |
126.88297 | 1 | |
126.88286 | 1 | |
126.76439 | 1 | |
126.764336 | 1 |
온도감지기값
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 54 |
---|---|
Distinct (%) | 54.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 0.20380716 |
Minimum | -2.859541 |
---|---|
Maximum | 4.339666 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 34 |
Negative (%) | 34.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | -2.859541 |
---|---|
5-th percentile | -2.2113186 |
Q1 | -0.48294825 |
median | 0.272755 |
Q3 | 0.876249 |
95-th percentile | 2.937743 |
Maximum | 4.339666 |
Range | 7.199207 |
Interquartile range (IQR) | 1.3591972 |
Descriptive statistics
Standard deviation | 1.3893824 |
---|---|
Coefficient of variation (CV) | 6.8171424 |
Kurtosis | 1.5124991 |
Mean | 0.20380716 |
Median Absolute Deviation (MAD) | 0.7423515 |
Skewness | 0.34401905 |
Sum | 20.380716 |
Variance | 1.9303836 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.448997 | 3 | 3.0% |
0.181964 | 3 | 3.0% |
-0.923552 | 3 | 3.0% |
0.670634 | 3 | 3.0% |
0.686656 | 3 | 3.0% |
1.332876 | 3 | 3.0% |
1.324865 | 3 | 3.0% |
-1.454948 | 3 | 3.0% |
-0.82208 | 3 | 3.0% |
0.035096 | 3 | 3.0% |
Other values (44) | 70 |
Value | Count | Frequency (%) |
-2.859541 | 2 | |
-2.816815 | 2 | |
-2.224002 | 1 | 1.0% |
-2.210651 | 2 | |
-1.71664 | 2 | |
-1.673915 | 1 | 1.0% |
-1.454948 | 3 | |
-1.252003 | 2 | |
-1.225299 | 1 | 1.0% |
-0.923552 | 3 |
Value | Count | Frequency (%) |
4.339666 | 1 | 1.0% |
4.326314 | 2 | |
2.951095 | 1 | 1.0% |
2.937743 | 2 | |
1.466392 | 1 | 1.0% |
1.458381 | 2 | |
1.45037 | 2 | |
1.445029 | 1 | 1.0% |
1.332876 | 3 | |
1.324865 | 3 |
측정시각
Categorical
HIGH CORRELATION
 
Distinct | 4 |
---|---|
Distinct (%) | 4.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
2021-01-01 00:00:00 | |
---|---|
2021-01-01 00:00:01 | |
2021-01-01 00:00:02 | |
2021-01-01 00:00:03 | 1 |
Length
Max length | 19 |
---|---|
Median length | 19 |
Mean length | 19 |
Min length | 19 |
Unique
Unique | 1 ? |
---|---|
Unique (%) | 1.0% |
Sample
1st row | 2021-01-01 00:00:00 |
---|---|
2nd row | 2021-01-01 00:00:00 |
3rd row | 2021-01-01 00:00:00 |
4th row | 2021-01-01 00:00:00 |
5th row | 2021-01-01 00:00:00 |
Common Values
Value | Count | Frequency (%) |
2021-01-01 00:00:00 | 33 | |
2021-01-01 00:00:01 | 33 | |
2021-01-01 00:00:02 | 33 | |
2021-01-01 00:00:03 | 1 | 1.0% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
2021-01-01 | 100 | |
00:00:00 | 33 | 16.5% |
00:00:01 | 33 | 16.5% |
00:00:02 | 33 | 16.5% |
00:00:03 | 1 | 0.5% |
순번 | 택시아이디 | 위도값 | 경도값 | 온도감지기값 | 측정시각 | |
---|---|---|---|---|---|---|
순번 | 1.000 | 0.000 | 0.000 | 0.000 | 0.147 | 0.881 |
택시아이디 | 0.000 | 1.000 | 1.000 | 1.000 | 0.992 | 0.000 |
위도값 | 0.000 | 1.000 | 1.000 | 0.701 | 0.860 | 0.046 |
경도값 | 0.000 | 1.000 | 0.701 | 1.000 | 0.651 | 0.000 |
온도감지기값 | 0.147 | 0.992 | 0.860 | 0.651 | 1.000 | 0.000 |
측정시각 | 0.881 | 0.000 | 0.046 | 0.000 | 0.000 | 1.000 |
택시아이디 | 측정시각 | |
---|---|---|
택시아이디 | 1.000 | 0.000 |
측정시각 | 0.000 | 1.000 |
순번 | 위도값 | 경도값 | 온도감지기값 | 택시아이디 | 측정시각 | |
---|---|---|---|---|---|---|
순번 | 1.000 | 0.074 | 0.018 | -0.063 | 0.000 | 0.725 |
위도값 | 0.074 | 1.000 | 0.120 | -0.399 | 0.858 | 0.000 |
경도값 | 0.018 | 0.120 | 1.000 | 0.079 | 0.844 | 0.000 |
온도감지기값 | -0.063 | -0.399 | 0.079 | 1.000 | 0.801 | 0.000 |
택시아이디 | 0.000 | 0.858 | 0.844 | 0.801 | 1.000 | 0.000 |
측정시각 | 0.725 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 |
순번 | 택시아이디 | 위도값 | 경도값 | 온도감지기값 | 측정시각 | |
---|---|---|---|---|---|---|
0 | 1 | T_69001117 | 37.478817 | 126.618866 | 0.448997 | 2021-01-01 00:00:00 |
1 | 2 | T_17133403 | 37.424 | 126.74704 | -0.202564 | 2021-01-01 00:00:00 |
2 | 3 | T_45740654 | 37.602287 | 126.65853 | 0.027085 | 2021-01-01 00:00:00 |
3 | 4 | T_45227948 | 37.438824 | 126.70962 | 0.948348 | 2021-01-01 00:00:00 |
4 | 5 | T_18671521 | 37.48517 | 126.72527 | 1.186008 | 2021-01-01 00:00:00 |
5 | 6 | T_69587066 | 37.60241 | 126.6507 | -2.224002 | 2021-01-01 00:00:00 |
6 | 7 | T_70832208 | 37.45186 | 126.67498 | -0.490959 | 2021-01-01 00:00:00 |
7 | 8 | T_92627797 | 37.43874 | 126.703354 | 0.197986 | 2021-01-01 00:00:00 |
8 | 9 | T_43616587 | 37.48851 | 126.70654 | -0.472267 | 2021-01-01 00:00:00 |
9 | 10 | T_70978696 | 37.570866 | 126.73626 | -2.859541 | 2021-01-01 00:00:00 |
순번 | 택시아이디 | 위도값 | 경도값 | 온도감지기값 | 측정시각 | |
---|---|---|---|---|---|---|
90 | 91 | T_69587066 | 37.602406 | 126.65049 | -2.210651 | 2021-01-01 00:00:02 |
91 | 92 | T_45740654 | 37.602287 | 126.65853 | 0.040436 | 2021-01-01 00:00:02 |
92 | 93 | T_91089680 | 37.499813 | 126.70272 | -0.923552 | 2021-01-01 00:00:02 |
93 | 94 | T_93872940 | 37.493458 | 126.68659 | -0.82208 | 2021-01-01 00:00:02 |
94 | 95 | T_45374436 | 37.518387 | 126.71003 | 0.876249 | 2021-01-01 00:00:02 |
95 | 96 | T_19696932 | 37.505493 | 126.672295 | 0.643931 | 2021-01-01 00:00:02 |
96 | 97 | T_19623688 | 37.666523 | 126.73462 | -1.673915 | 2021-01-01 00:00:02 |
97 | 98 | T_42298201 | 37.44233 | 126.67446 | 0.686656 | 2021-01-01 00:00:02 |
98 | 99 | T_41858739 | 37.508797 | 126.70348 | 0.181964 | 2021-01-01 00:00:02 |
99 | 100 | T_70978696 | 37.570866 | 126.73626 | -2.816815 | 2021-01-01 00:00:03 |