Dataset statistics
Number of variables | 6 |
---|---|
Number of observations | 48 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 2.6 KiB |
Average record size in memory | 55.8 B |
Variable types
Numeric | 5 |
---|---|
Categorical | 1 |
Dataset
Description | 부산교통공사_열차운행실적_20221231 |
---|---|
Author | 부산교통공사 |
URL | http://data.busan.go.kr/dataSet/detail.nm?contentId=10&publicdatapk=3057438 |
계획(횟수) is highly overall correlated with 실적(횟수) and 3 other fields | High correlation |
실적(횟수) is highly overall correlated with 계획(횟수) and 3 other fields | High correlation |
계획(운행거리Km) is highly overall correlated with 계획(횟수) and 3 other fields | High correlation |
실적(운행거리Km) is highly overall correlated with 계획(횟수) and 3 other fields | High correlation |
호선별 is highly overall correlated with 계획(횟수) and 3 other fields | High correlation |
계획(횟수) has unique values | Unique |
실적(횟수) has unique values | Unique |
계획(운행거리Km) has unique values | Unique |
실적(운행거리Km) has unique values | Unique |
Reproduction
Analysis started | 2023-12-10 16:15:12.233561 |
---|---|
Analysis finished | 2023-12-10 16:15:15.085179 |
Duration | 2.85 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
월별
Real number (ℝ)
Distinct | 12 |
---|---|
Distinct (%) | 25.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 6.5 |
Minimum | 1 |
---|---|
Maximum | 12 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 564.0 B |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 1 |
Q1 | 3.75 |
median | 6.5 |
Q3 | 9.25 |
95-th percentile | 12 |
Maximum | 12 |
Range | 11 |
Interquartile range (IQR) | 5.5 |
Descriptive statistics
Standard deviation | 3.4885832 |
---|---|
Coefficient of variation (CV) | 0.53670511 |
Kurtosis | -1.2175129 |
Mean | 6.5 |
Median Absolute Deviation (MAD) | 3 |
Skewness | 0 |
Sum | 312 |
Variance | 12.170213 |
Monotonicity | Increasing |
Value | Count | Frequency (%) |
1 | 4 | |
2 | 4 | |
3 | 4 | |
4 | 4 | |
5 | 4 | |
6 | 4 | |
7 | 4 | |
8 | 4 | |
9 | 4 | |
10 | 4 | |
Other values (2) | 8 |
Value | Count | Frequency (%) |
1 | 4 | |
2 | 4 | |
3 | 4 | |
4 | 4 | |
5 | 4 | |
6 | 4 | |
7 | 4 | |
8 | 4 | |
9 | 4 | |
10 | 4 |
Value | Count | Frequency (%) |
12 | 4 | |
11 | 4 | |
10 | 4 | |
9 | 4 | |
8 | 4 | |
7 | 4 | |
6 | 4 | |
5 | 4 | |
4 | 4 | |
3 | 4 |
호선별
Categorical
HIGH CORRELATION
 
Distinct | 4 |
---|---|
Distinct (%) | 8.3% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 516.0 B |
1호선 | |
---|---|
2호선 | |
3호선 | |
4호선 |
Length
Max length | 3 |
---|---|
Median length | 3 |
Mean length | 3 |
Min length | 3 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 1호선 |
---|---|
2nd row | 2호선 |
3rd row | 3호선 |
4th row | 4호선 |
5th row | 1호선 |
Common Values
Value | Count | Frequency (%) |
1호선 | 12 | |
2호선 | 12 | |
3호선 | 12 | |
4호선 | 12 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
1호선 | 12 | |
2호선 | 12 | |
3호선 | 12 | |
4호선 | 12 |
계획(횟수)
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 48 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 9984.6875 |
Minimum | 8324 |
---|---|
Maximum | 11207 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 564.0 B |
Quantile statistics
Minimum | 8324 |
---|---|
5-th percentile | 9040.3 |
Q1 | 9360.5 |
median | 9712 |
Q3 | 10712.25 |
95-th percentile | 11117.75 |
Maximum | 11207 |
Range | 2883 |
Interquartile range (IQR) | 1351.75 |
Descriptive statistics
Standard deviation | 780.98375 |
---|---|
Coefficient of variation (CV) | 0.078218147 |
Kurtosis | -1.211095 |
Mean | 9984.6875 |
Median Absolute Deviation (MAD) | 635 |
Skewness | -0.0048689907 |
Sum | 479265 |
Variance | 609935.62 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
10952 | 1 | 2.1% |
10686 | 1 | 2.1% |
9380 | 1 | 2.1% |
11144 | 1 | 2.1% |
10708 | 1 | 2.1% |
9660 | 1 | 2.1% |
9394 | 1 | 2.1% |
10725 | 1 | 2.1% |
10278 | 1 | 2.1% |
9288 | 1 | 2.1% |
Other values (38) | 38 |
Value | Count | Frequency (%) |
8324 | 1 | |
8556 | 1 | |
9034 | 1 | |
9052 | 1 | |
9102 | 1 | |
9116 | 1 | |
9210 | 1 | |
9288 | 1 | |
9304 | 1 | |
9316 | 1 |
Value | Count | Frequency (%) |
11207 | 1 | |
11144 | 1 | |
11123 | 1 | |
11108 | 1 | |
11060 | 1 | |
11051 | 1 | |
10952 | 1 | |
10812 | 1 | |
10794 | 1 | |
10791 | 1 |
실적(횟수)
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 48 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 9982.7292 |
Minimum | 8324 |
---|---|
Maximum | 11207 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 564.0 B |
Quantile statistics
Minimum | 8324 |
---|---|
5-th percentile | 9040.3 |
Q1 | 9360.5 |
median | 9712 |
Q3 | 10712.25 |
95-th percentile | 11117.75 |
Maximum | 11207 |
Range | 2883 |
Interquartile range (IQR) | 1351.75 |
Descriptive statistics
Standard deviation | 779.80155 |
---|---|
Coefficient of variation (CV) | 0.078115066 |
Kurtosis | -1.2014616 |
Mean | 9982.7292 |
Median Absolute Deviation (MAD) | 635 |
Skewness | 0.00016304312 |
Sum | 479171 |
Variance | 608090.46 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
10952 | 1 | 2.1% |
10686 | 1 | 2.1% |
9380 | 1 | 2.1% |
11144 | 1 | 2.1% |
10708 | 1 | 2.1% |
9660 | 1 | 2.1% |
9394 | 1 | 2.1% |
10725 | 1 | 2.1% |
10278 | 1 | 2.1% |
9288 | 1 | 2.1% |
Other values (38) | 38 |
Value | Count | Frequency (%) |
8324 | 1 | |
8556 | 1 | |
9034 | 1 | |
9052 | 1 | |
9102 | 1 | |
9116 | 1 | |
9210 | 1 | |
9288 | 1 | |
9304 | 1 | |
9316 | 1 |
Value | Count | Frequency (%) |
11207 | 1 | |
11144 | 1 | |
11123 | 1 | |
11108 | 1 | |
11060 | 1 | |
11051 | 1 | |
10952 | 1 | |
10812 | 1 | |
10794 | 1 | |
10791 | 1 |
계획(운행거리Km)
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 48 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 286370.51 |
Minimum | 99888 |
---|---|
Maximum | 459822.2 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 564.0 B |
Quantile statistics
Minimum | 99888 |
---|---|
5-th percentile | 108834 |
Q1 | 144527.7 |
median | 278991.2 |
Q3 | 429976.8 |
95-th percentile | 455058.56 |
Maximum | 459822.2 |
Range | 359934.2 |
Interquartile range (IQR) | 285449.1 |
Descriptive statistics
Standard deviation | 149735.89 |
---|---|
Coefficient of variation (CV) | 0.5228747 |
Kurtosis | -1.9642775 |
Mean | 286370.51 |
Median Absolute Deviation (MAD) | 151594.8 |
Skewness | -0.041307478 |
Sum | 13745785 |
Variance | 2.2420838 × 1010 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
421940.4 | 1 | 2.1% |
455459.8 | 1 | 2.1% |
112560.0 | 1 | 2.1% |
429367.6 | 1 | 2.1% |
456431.8 | 1 | 2.1% |
174846.0 | 1 | 2.1% |
112728.0 | 1 | 2.1% |
413327.8 | 1 | 2.1% |
438069.2 | 1 | 2.1% |
168112.8 | 1 | 2.1% |
Other values (38) | 38 |
Value | Count | Frequency (%) |
99888.0 | 1 | |
108408.0 | 1 | |
108624.0 | 1 | |
109224.0 | 1 | |
109392.0 | 1 | |
110520.0 | 1 | |
111792.0 | 1 | |
112080.0 | 1 | |
112344.0 | 1 | |
112560.0 | 1 |
Value | Count | Frequency (%) |
459822.2 | 1 | |
456431.8 | 1 | |
455459.8 | 1 | |
454313.4 | 1 | |
452143.8 | 1 | |
451799.0 | 1 | |
447059.0 | 1 | |
442876.4 | 1 | |
442192.4 | 1 | |
439215.6 | 1 |
실적(운행거리Km)
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 48 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 286265.24 |
Minimum | 99888 |
---|---|
Maximum | 459822.2 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 564.0 B |
Quantile statistics
Minimum | 99888 |
---|---|
5-th percentile | 108834 |
Q1 | 144527.7 |
median | 278991.2 |
Q3 | 429976.8 |
95-th percentile | 455058.56 |
Maximum | 459822.2 |
Range | 359934.2 |
Interquartile range (IQR) | 285449.1 |
Descriptive statistics
Standard deviation | 149621.65 |
---|---|
Coefficient of variation (CV) | 0.52266788 |
Kurtosis | -1.9645496 |
Mean | 286265.24 |
Median Absolute Deviation (MAD) | 151594.8 |
Skewness | -0.041740954 |
Sum | 13740732 |
Variance | 2.2386637 × 1010 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
421940.4 | 1 | 2.1% |
455459.8 | 1 | 2.1% |
112560.0 | 1 | 2.1% |
429367.6 | 1 | 2.1% |
456143.8 | 1 | 2.1% |
174846.0 | 1 | 2.1% |
112728.0 | 1 | 2.1% |
413327.8 | 1 | 2.1% |
438069.2 | 1 | 2.1% |
168112.8 | 1 | 2.1% |
Other values (38) | 38 |
Value | Count | Frequency (%) |
99888.0 | 1 | |
108408.0 | 1 | |
108624.0 | 1 | |
109224.0 | 1 | |
109392.0 | 1 | |
110520.0 | 1 | |
111792.0 | 1 | |
112080.0 | 1 | |
112344.0 | 1 | |
112560.0 | 1 |
Value | Count | Frequency (%) |
459822.2 | 1 | |
456143.8 | 1 | |
455459.8 | 1 | |
454313.4 | 1 | |
452143.8 | 1 | |
451779.0 | 1 | |
442876.4 | 1 | |
442313.9 | 1 | |
442192.4 | 1 | |
439215.6 | 1 |
월별 | 호선별 | 계획(횟수) | 실적(횟수) | 계획(운행거리Km) | 실적(운행거리Km) | |
---|---|---|---|---|---|---|
월별 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
호선별 | 0.000 | 1.000 | 0.874 | 0.874 | 0.942 | 0.942 |
계획(횟수) | 0.000 | 0.874 | 1.000 | 1.000 | 0.932 | 0.932 |
실적(횟수) | 0.000 | 0.874 | 1.000 | 1.000 | 0.932 | 0.932 |
계획(운행거리Km) | 0.000 | 0.942 | 0.932 | 0.932 | 1.000 | 1.000 |
실적(운행거리Km) | 0.000 | 0.942 | 0.932 | 0.932 | 1.000 | 1.000 |
월별 | 계획(횟수) | 실적(횟수) | 계획(운행거리Km) | 실적(운행거리Km) | 호선별 | |
---|---|---|---|---|---|---|
월별 | 1.000 | 0.159 | 0.163 | 0.109 | 0.113 | 0.000 |
계획(횟수) | 0.159 | 1.000 | 1.000 | 0.841 | 0.841 | 0.717 |
실적(횟수) | 0.163 | 1.000 | 1.000 | 0.841 | 0.841 | 0.717 |
계획(운행거리Km) | 0.109 | 0.841 | 0.841 | 1.000 | 1.000 | 0.821 |
실적(운행거리Km) | 0.113 | 0.841 | 0.841 | 1.000 | 1.000 | 0.821 |
호선별 | 0.000 | 0.717 | 0.717 | 0.821 | 0.821 | 1.000 |
월별 | 호선별 | 계획(횟수) | 실적(횟수) | 계획(운행거리Km) | 실적(운행거리Km) | |
---|---|---|---|---|---|---|
0 | 1 | 1호선 | 10952 | 10952 | 421940.4 | 421940.4 |
1 | 1 | 2호선 | 10492 | 10398 | 447059.0 | 442313.9 |
2 | 1 | 3호선 | 9468 | 9468 | 171370.8 | 171370.8 |
3 | 1 | 4호선 | 9210 | 9210 | 110520.0 | 110520.0 |
4 | 2 | 1호선 | 9896 | 9896 | 381254.0 | 381254.0 |
5 | 2 | 2호선 | 9484 | 9484 | 404138.4 | 404138.4 |
6 | 2 | 3호선 | 8556 | 8556 | 154863.6 | 154863.6 |
7 | 2 | 4호선 | 8324 | 8324 | 99888.0 | 99888.0 |
8 | 3 | 1호선 | 11060 | 11060 | 426132.8 | 426132.8 |
9 | 3 | 2호선 | 10612 | 10612 | 452143.8 | 452143.8 |
월별 | 호선별 | 계획(횟수) | 실적(횟수) | 계획(운행거리Km) | 실적(운행거리Km) | |
---|---|---|---|---|---|---|
38 | 10 | 3호선 | 9568 | 9568 | 173180.8 | 173180.8 |
39 | 10 | 4호선 | 9316 | 9316 | 111792.0 | 111792.0 |
40 | 11 | 1호선 | 10812 | 10812 | 416525.6 | 416525.6 |
41 | 11 | 2호선 | 10400 | 10400 | 442876.4 | 442876.4 |
42 | 11 | 3호선 | 9376 | 9376 | 169705.6 | 169705.6 |
43 | 11 | 4호선 | 9116 | 9116 | 109392.0 | 109392.0 |
44 | 12 | 1호선 | 11207 | 11207 | 431804.4 | 431804.4 |
45 | 12 | 2호선 | 10794 | 10794 | 459822.2 | 459822.2 |
46 | 12 | 3호선 | 9764 | 9764 | 176728.4 | 176728.4 |
47 | 12 | 4호선 | 9460 | 9460 | 113520.0 | 113520.0 |