Dataset statistics
Number of variables | 8 |
---|---|
Number of observations | 149 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 10.0 KiB |
Average record size in memory | 68.9 B |
Variable types
Categorical | 2 |
---|---|
Text | 2 |
Numeric | 4 |
Dataset
Description | 부산교통공사_소음측정정보_20191231 |
---|---|
Author | 부산교통공사 |
URL | http://data.busan.go.kr/dataSet/detail.nm?contentId=10&publicdatapk=15083212 |
호선.1 is highly overall correlated with 호선 | High correlation |
호선 is highly overall correlated with 호선.1 | High correlation |
평균(Leq) is highly overall correlated with 최대(Lmax) and 1 other fields | High correlation |
최대(Lmax) is highly overall correlated with 평균(Leq) | High correlation |
평균(Leq).1 is highly overall correlated with 평균(Leq) and 1 other fields | High correlation |
최대(Lmax).1 is highly overall correlated with 평균(Leq).1 | High correlation |
Reproduction
Analysis started | 2023-12-10 17:30:46.161806 |
---|---|
Analysis finished | 2023-12-10 17:30:51.608868 |
Duration | 5.45 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
호선
Categorical
HIGH CORRELATION
 
Distinct | 5 |
---|---|
Distinct (%) | 3.4% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 1.3 KiB |
2호선 | |
---|---|
1호선(신차) | |
1호선(구차) | |
3호선 | |
4호선 |
Length
Max length | 7 |
---|---|
Median length | 7 |
Mean length | 5.0939597 |
Min length | 3 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 1호선(신차) |
---|---|
2nd row | 1호선(신차) |
3rd row | 1호선(신차) |
4th row | 1호선(신차) |
5th row | 1호선(신차) |
Common Values
Value | Count | Frequency (%) |
2호선 | 42 | |
1호선(신차) | 39 | |
1호선(구차) | 39 | |
3호선 | 16 | 10.7% |
4호선 | 13 | 8.7% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
2호선 | 42 | |
1호선(신차 | 39 | |
1호선(구차 | 39 | |
3호선 | 16 | 10.7% |
4호선 | 13 | 8.7% |
구간
Text
Distinct | 112 |
---|---|
Distinct (%) | 75.2% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 1.3 KiB |
Value | Count | Frequency (%) |
노포→범어사 | 2 | 1.3% |
중앙→남포 | 2 | 1.3% |
범어사→남산 | 2 | 1.3% |
자갈치→토성 | 2 | 1.3% |
토성→동대신 | 2 | 1.3% |
동대신→서대신 | 2 | 1.3% |
서대신→대티 | 2 | 1.3% |
대티→괴정 | 2 | 1.3% |
남포→자갈치 | 2 | 1.3% |
초량→부산역 | 2 | 1.3% |
Other values (102) | 129 |
Most occurring characters
Value | Count | Frequency (%) |
→ | 149 | 16.0% |
산 | 46 | 5.0% |
대 | 45 | 4.8% |
동 | 30 | 3.2% |
28 | 3.0% | |
부 | 26 | 2.8% |
장 | 25 | 2.7% |
포 | 20 | 2.2% |
남 | 19 | 2.0% |
서 | 18 | 1.9% |
Other values (125) | 523 |
Most occurring categories
Value | Count | Frequency (%) |
Other Letter | 746 | |
Math Symbol | 149 | 16.0% |
Space Separator | 28 | 3.0% |
Other Punctuation | 6 | 0.6% |
Most frequent character per category
Other Letter
Value | Count | Frequency (%) |
산 | 46 | 6.2% |
대 | 45 | 6.0% |
동 | 30 | 4.0% |
부 | 26 | 3.5% |
장 | 25 | 3.4% |
포 | 20 | 2.7% |
남 | 19 | 2.5% |
서 | 18 | 2.4% |
신 | 16 | 2.1% |
사 | 16 | 2.1% |
Other values (122) | 485 |
Math Symbol
Value | Count | Frequency (%) |
→ | 149 |
Space Separator
Value | Count | Frequency (%) |
28 |
Other Punctuation
Value | Count | Frequency (%) |
? | 6 |
Most occurring scripts
Value | Count | Frequency (%) |
Hangul | 746 | |
Common | 183 | 19.7% |
Most frequent character per script
Hangul
Value | Count | Frequency (%) |
산 | 46 | 6.2% |
대 | 45 | 6.0% |
동 | 30 | 4.0% |
부 | 26 | 3.5% |
장 | 25 | 3.4% |
포 | 20 | 2.7% |
남 | 19 | 2.5% |
서 | 18 | 2.4% |
신 | 16 | 2.1% |
사 | 16 | 2.1% |
Other values (122) | 485 |
Common
Value | Count | Frequency (%) |
→ | 149 | |
28 | 15.3% | |
? | 6 | 3.3% |
Most occurring blocks
Value | Count | Frequency (%) |
Hangul | 746 | |
Arrows | 149 | 16.0% |
ASCII | 34 | 3.7% |
Most frequent character per block
Arrows
Value | Count | Frequency (%) |
→ | 149 |
Hangul
Value | Count | Frequency (%) |
산 | 46 | 6.2% |
대 | 45 | 6.0% |
동 | 30 | 4.0% |
부 | 26 | 3.5% |
장 | 25 | 3.4% |
포 | 20 | 2.7% |
남 | 19 | 2.5% |
서 | 18 | 2.4% |
신 | 16 | 2.1% |
사 | 16 | 2.1% |
Other values (122) | 485 |
ASCII
Value | Count | Frequency (%) |
28 | ||
? | 6 | 17.6% |
평균(Leq)
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 97 |
---|---|
Distinct (%) | 65.1% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 68.64698 |
Minimum | 57.7 |
---|---|
Maximum | 78.1 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.4 KiB |
Quantile statistics
Minimum | 57.7 |
---|---|
5-th percentile | 59.84 |
Q1 | 65.9 |
median | 69.3 |
Q3 | 71.6 |
95-th percentile | 74.52 |
Maximum | 78.1 |
Range | 20.4 |
Interquartile range (IQR) | 5.7 |
Descriptive statistics
Standard deviation | 4.3377594 |
---|---|
Coefficient of variation (CV) | 0.063189369 |
Kurtosis | -0.19915877 |
Mean | 68.64698 |
Median Absolute Deviation (MAD) | 2.8 |
Skewness | -0.52870878 |
Sum | 10228.4 |
Variance | 18.816156 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
69.3 | 6 | 4.0% |
70.3 | 5 | 3.4% |
71.2 | 5 | 3.4% |
70.9 | 4 | 2.7% |
65.9 | 4 | 2.7% |
66.8 | 4 | 2.7% |
68.9 | 4 | 2.7% |
70.7 | 4 | 2.7% |
72.2 | 3 | 2.0% |
71.6 | 2 | 1.3% |
Other values (87) | 108 |
Value | Count | Frequency (%) |
57.7 | 2 | |
59.1 | 2 | |
59.2 | 1 | |
59.6 | 1 | |
59.7 | 1 | |
59.8 | 1 | |
59.9 | 1 | |
61.2 | 1 | |
61.5 | 1 | |
61.8 | 2 |
Value | Count | Frequency (%) |
78.1 | 1 | |
77.2 | 1 | |
76.4 | 1 | |
76.2 | 1 | |
75.8 | 1 | |
75.6 | 1 | |
74.7 | 1 | |
74.6 | 1 | |
74.4 | 2 | |
74.2 | 1 |
최대(Lmax)
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 93 |
---|---|
Distinct (%) | 62.4% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 75.484564 |
Minimum | 63.2 |
---|---|
Maximum | 87.5 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.4 KiB |
Quantile statistics
Minimum | 63.2 |
---|---|
5-th percentile | 67 |
Q1 | 72.4 |
median | 75.2 |
Q3 | 77.9 |
95-th percentile | 84.44 |
Maximum | 87.5 |
Range | 24.3 |
Interquartile range (IQR) | 5.5 |
Descriptive statistics
Standard deviation | 4.846045 |
---|---|
Coefficient of variation (CV) | 0.064199152 |
Kurtosis | 0.077355095 |
Mean | 75.484564 |
Median Absolute Deviation (MAD) | 2.8 |
Skewness | 0.12063039 |
Sum | 11247.2 |
Variance | 23.484152 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
74.9 | 5 | 3.4% |
73.5 | 4 | 2.7% |
65.2 | 4 | 2.7% |
77.0 | 4 | 2.7% |
75.2 | 4 | 2.7% |
82.1 | 4 | 2.7% |
73.9 | 3 | 2.0% |
76.5 | 3 | 2.0% |
85.6 | 3 | 2.0% |
71.8 | 3 | 2.0% |
Other values (83) | 112 |
Value | Count | Frequency (%) |
63.2 | 1 | 0.7% |
65.2 | 4 | |
65.5 | 1 | 0.7% |
66.8 | 2 | |
67.3 | 2 | |
69.0 | 1 | 0.7% |
69.1 | 1 | 0.7% |
69.3 | 1 | 0.7% |
69.6 | 1 | 0.7% |
69.7 | 1 | 0.7% |
Value | Count | Frequency (%) |
87.5 | 1 | 0.7% |
86.5 | 1 | 0.7% |
86.1 | 1 | 0.7% |
85.6 | 3 | |
84.8 | 1 | 0.7% |
84.6 | 1 | 0.7% |
84.2 | 1 | 0.7% |
84.0 | 1 | 0.7% |
82.8 | 1 | 0.7% |
82.4 | 2 |
호선.1
Categorical
HIGH CORRELATION
 
Distinct | 5 |
---|---|
Distinct (%) | 3.4% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 1.3 KiB |
2호선 | |
---|---|
1호선(신차) | |
1호선(구차) | |
3호선 | |
4호선 |
Length
Max length | 7 |
---|---|
Median length | 7 |
Mean length | 5.0939597 |
Min length | 3 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 1호선(신차) |
---|---|
2nd row | 1호선(신차) |
3rd row | 1호선(신차) |
4th row | 1호선(신차) |
5th row | 1호선(신차) |
Common Values
Value | Count | Frequency (%) |
2호선 | 42 | |
1호선(신차) | 39 | |
1호선(구차) | 39 | |
3호선 | 16 | 10.7% |
4호선 | 13 | 8.7% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
2호선 | 42 | |
1호선(신차 | 39 | |
1호선(구차 | 39 | |
3호선 | 16 | 10.7% |
4호선 | 13 | 8.7% |
구간.1
Text
Distinct | 110 |
---|---|
Distinct (%) | 73.8% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 1.3 KiB |
Value | Count | Frequency (%) |
다대포해수욕장→다대포항 | 2 | 1.3% |
동대신→토성 | 2 | 1.3% |
동래→명륜 | 2 | 1.3% |
다대포항→낫개 | 2 | 1.3% |
서면→부전 | 2 | 1.3% |
부전→양정 | 2 | 1.3% |
양정→시청 | 2 | 1.3% |
시청→연산 | 2 | 1.3% |
연산→교대 | 2 | 1.3% |
교대→동래 | 2 | 1.3% |
Other values (100) | 129 |
Most occurring characters
Value | Count | Frequency (%) |
→ | 149 | 16.2% |
산 | 46 | 5.0% |
대 | 45 | 4.9% |
동 | 28 | 3.0% |
부 | 26 | 2.8% |
24 | 2.6% | |
장 | 23 | 2.5% |
포 | 20 | 2.2% |
남 | 19 | 2.1% |
서 | 18 | 2.0% |
Other values (125) | 522 |
Most occurring categories
Value | Count | Frequency (%) |
Other Letter | 742 | |
Math Symbol | 149 | 16.2% |
Space Separator | 24 | 2.6% |
Other Punctuation | 5 | 0.5% |
Most frequent character per category
Other Letter
Value | Count | Frequency (%) |
산 | 46 | 6.2% |
대 | 45 | 6.1% |
동 | 28 | 3.8% |
부 | 26 | 3.5% |
장 | 23 | 3.1% |
포 | 20 | 2.7% |
남 | 19 | 2.6% |
서 | 18 | 2.4% |
신 | 16 | 2.2% |
사 | 16 | 2.2% |
Other values (122) | 485 |
Math Symbol
Value | Count | Frequency (%) |
→ | 149 |
Space Separator
Value | Count | Frequency (%) |
24 |
Other Punctuation
Value | Count | Frequency (%) |
? | 5 |
Most occurring scripts
Value | Count | Frequency (%) |
Hangul | 742 | |
Common | 178 | 19.3% |
Most frequent character per script
Hangul
Value | Count | Frequency (%) |
산 | 46 | 6.2% |
대 | 45 | 6.1% |
동 | 28 | 3.8% |
부 | 26 | 3.5% |
장 | 23 | 3.1% |
포 | 20 | 2.7% |
남 | 19 | 2.6% |
서 | 18 | 2.4% |
신 | 16 | 2.2% |
사 | 16 | 2.2% |
Other values (122) | 485 |
Common
Value | Count | Frequency (%) |
→ | 149 | |
24 | 13.5% | |
? | 5 | 2.8% |
Most occurring blocks
Value | Count | Frequency (%) |
Hangul | 742 | |
Arrows | 149 | 16.2% |
ASCII | 29 | 3.2% |
Most frequent character per block
Arrows
Value | Count | Frequency (%) |
→ | 149 |
Hangul
Value | Count | Frequency (%) |
산 | 46 | 6.2% |
대 | 45 | 6.1% |
동 | 28 | 3.8% |
부 | 26 | 3.5% |
장 | 23 | 3.1% |
포 | 20 | 2.7% |
남 | 19 | 2.6% |
서 | 18 | 2.4% |
신 | 16 | 2.2% |
사 | 16 | 2.2% |
Other values (122) | 485 |
ASCII
Value | Count | Frequency (%) |
24 | ||
? | 5 | 17.2% |
평균(Leq).1
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 97 |
---|---|
Distinct (%) | 65.1% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 68.389933 |
Minimum | 57.2 |
---|---|
Maximum | 76.9 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.4 KiB |
Quantile statistics
Minimum | 57.2 |
---|---|
5-th percentile | 59.66 |
Q1 | 65.6 |
median | 69.3 |
Q3 | 71.4 |
95-th percentile | 74.36 |
Maximum | 76.9 |
Range | 19.7 |
Interquartile range (IQR) | 5.8 |
Descriptive statistics
Standard deviation | 4.3940953 |
---|---|
Coefficient of variation (CV) | 0.064250616 |
Kurtosis | -0.30891805 |
Mean | 68.389933 |
Median Absolute Deviation (MAD) | 2.6 |
Skewness | -0.60104259 |
Sum | 10190.1 |
Variance | 19.308074 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
71.7 | 4 | 2.7% |
71.3 | 4 | 2.7% |
71.4 | 4 | 2.7% |
68.9 | 4 | 2.7% |
67.2 | 3 | 2.0% |
65.6 | 3 | 2.0% |
68.6 | 3 | 2.0% |
70.1 | 3 | 2.0% |
69.5 | 3 | 2.0% |
69.9 | 3 | 2.0% |
Other values (87) | 115 |
Value | Count | Frequency (%) |
57.2 | 1 | |
58.0 | 1 | |
58.5 | 1 | |
58.6 | 1 | |
58.7 | 1 | |
58.8 | 1 | |
58.9 | 1 | |
59.5 | 1 | |
59.9 | 1 | |
60.5 | 1 |
Value | Count | Frequency (%) |
76.9 | 1 | |
76.2 | 1 | |
75.8 | 1 | |
75.2 | 1 | |
74.9 | 1 | |
74.7 | 2 | |
74.4 | 1 | |
74.3 | 1 | |
74.1 | 1 | |
73.7 | 1 |
최대(Lmax).1
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 105 |
---|---|
Distinct (%) | 70.5% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 75.22953 |
Minimum | 62.1 |
---|---|
Maximum | 87.8 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.4 KiB |
Quantile statistics
Minimum | 62.1 |
---|---|
5-th percentile | 66.7 |
Q1 | 72.5 |
median | 75.2 |
Q3 | 78.4 |
95-th percentile | 83.24 |
Maximum | 87.8 |
Range | 25.7 |
Interquartile range (IQR) | 5.9 |
Descriptive statistics
Standard deviation | 5.0654567 |
---|---|
Coefficient of variation (CV) | 0.067333356 |
Kurtosis | 0.066875939 |
Mean | 75.22953 |
Median Absolute Deviation (MAD) | 3 |
Skewness | -0.12775328 |
Sum | 11209.2 |
Variance | 25.658852 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
74.8 | 5 | 3.4% |
78.9 | 4 | 2.7% |
75.2 | 4 | 2.7% |
76.9 | 3 | 2.0% |
73.5 | 3 | 2.0% |
72.7 | 3 | 2.0% |
75.0 | 3 | 2.0% |
78.8 | 3 | 2.0% |
72.5 | 3 | 2.0% |
78.2 | 2 | 1.3% |
Other values (95) | 116 |
Value | Count | Frequency (%) |
62.1 | 1 | |
63.7 | 1 | |
63.8 | 1 | |
63.9 | 1 | |
64.0 | 1 | |
64.1 | 1 | |
65.7 | 1 | |
66.7 | 2 | |
66.9 | 1 | |
67.0 | 1 |
Value | Count | Frequency (%) |
87.8 | 1 | |
87.4 | 1 | |
86.1 | 1 | |
85.7 | 1 | |
83.9 | 1 | |
83.8 | 1 | |
83.5 | 1 | |
83.4 | 1 | |
83.0 | 1 | |
82.9 | 2 |
호선 | 평균(Leq) | 최대(Lmax) | 호선.1 | 평균(Leq).1 | 최대(Lmax).1 | |
---|---|---|---|---|---|---|
호선 | 1.000 | 0.795 | 0.746 | 1.000 | 0.842 | 0.735 |
평균(Leq) | 0.795 | 1.000 | 0.896 | 0.795 | 0.554 | 0.424 |
최대(Lmax) | 0.746 | 0.896 | 1.000 | 0.746 | 0.588 | 0.425 |
호선.1 | 1.000 | 0.795 | 0.746 | 1.000 | 0.842 | 0.735 |
평균(Leq).1 | 0.842 | 0.554 | 0.588 | 0.842 | 1.000 | 0.880 |
최대(Lmax).1 | 0.735 | 0.424 | 0.425 | 0.735 | 0.880 | 1.000 |
호선.1 | 호선 | |
---|---|---|
호선.1 | 1.000 | 1.000 |
호선 | 1.000 | 1.000 |
평균(Leq) | 최대(Lmax) | 평균(Leq).1 | 최대(Lmax).1 | 호선 | 호선.1 | |
---|---|---|---|---|---|---|
평균(Leq) | 1.000 | 0.911 | 0.544 | 0.476 | 0.443 | 0.443 |
최대(Lmax) | 0.911 | 1.000 | 0.491 | 0.436 | 0.395 | 0.395 |
평균(Leq).1 | 0.544 | 0.491 | 1.000 | 0.902 | 0.495 | 0.495 |
최대(Lmax).1 | 0.476 | 0.436 | 0.902 | 1.000 | 0.386 | 0.386 |
호선 | 0.443 | 0.395 | 0.495 | 0.386 | 1.000 | 1.000 |
호선.1 | 0.443 | 0.395 | 0.495 | 0.386 | 1.000 | 1.000 |
호선 | 구간 | 평균(Leq) | 최대(Lmax) | 호선.1 | 구간.1 | 평균(Leq).1 | 최대(Lmax).1 | |
---|---|---|---|---|---|---|---|---|
0 | 1호선(신차) | 노포→범어사 | 67.3 | 73.4 | 1호선(신차) | 다대포해수욕장→다대포항 | 75.2 | 80.5 |
1 | 1호선(신차) | 범어사→남산 | 71.2 | 74.5 | 1호선(신차) | 다대포항→낫개 | 73.6 | 79.4 |
2 | 1호선(신차) | 남산→두실 | 72.2 | 76.6 | 1호선(신차) | 낫개→신장림 | 73.2 | 79.0 |
3 | 1호선(신차) | 두실→구서 | 70.7 | 75.4 | 1호선(신차) | 신장림→장림 | 73.2 | 77.1 |
4 | 1호선(신차) | 구서→장전 | 69.3 | 76.0 | 1호선(신차) | 장림→동매 | 73.6 | 82.5 |
5 | 1호선(신차) | 장전→부산대 | 69.3 | 73.9 | 1호선(신차) | 동매→신평 | 76.9 | 85.7 |
6 | 1호선(신차) | 부산대→온천장 | 68.9 | 73.9 | 1호선(신차) | 신평→하단 | 70.4 | 77.9 |
7 | 1호선(신차) | 온천장→명륜 | 68.7 | 74.9 | 1호선(신차) | 하단→당리 | 71.6 | 76.9 |
8 | 1호선(신차) | 명륜→동래 | 68.3 | 72.3 | 1호선(신차) | 당리→사하 | 68.8 | 74.6 |
9 | 1호선(신차) | 동래→교대 | 68.8 | 74.7 | 1호선(신차) | 사하→괴정 | 69.5 | 74.8 |
호선 | 구간 | 평균(Leq) | 최대(Lmax) | 호선.1 | 구간.1 | 평균(Leq).1 | 최대(Lmax).1 | |
---|---|---|---|---|---|---|---|---|
139 | 4호선 | 영산대→석대 | 67.5 | 72.5 | 4호선 | 낙민→충렬사 | 65.6 | 69.1 |
140 | 4호선 | 석대→반여농산물시장 | 68.1 | 73.3 | 4호선 | 충렬사→명장 | 64.8 | 69.1 |
141 | 4호선 | 반여농산물시장→금사 | 68.6 | 74.9 | 4호선 | 명장→서동 | 65.6 | 70.6 |
142 | 4호선 | 금사→서동 | 66.0 | 73.2 | 4호선 | 서동→금사 | 65.6 | 72.9 |
143 | 4호선 | 서동→명장 | 66.8 | 70.1 | 4호선 | 금사→반여농산물시장 | 67.0 | 75.4 |
144 | 4호선 | 명장→충렬사 | 69.3 | 75.1 | 4호선 | 반여농산물시장→석대 | 68.2 | 73.0 |
145 | 4호선 | 충렬사→낙민 | 67.1 | 74.4 | 4호선 | 석대→영산대 | 68.1 | 74.8 |
146 | 4호선 | 낙민→수안 | 68.9 | 74.6 | 4호선 | 영산대→동부산대학 | 65.9 | 72.8 |
147 | 4호선 | 수안→동래 | 68.9 | 74.3 | 4호선 | 동부산대학→고촌 | 65.8 | 73.5 |
148 | 4호선 | 동래→미남 | 65.3 | 69.8 | 4호선 | 고촌→안평 | 63.6 | 69.7 |