Dataset statistics
Number of variables | 9 |
---|---|
Number of observations | 32 |
Missing cells | 27 |
Missing cells (%) | 9.4% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 2.7 KiB |
Average record size in memory | 85.1 B |
Variable types
Numeric | 8 |
---|---|
Categorical | 1 |
Dataset
Description | 연도별 증기, 고속철도 등 열차키로 입니다. |
---|---|
Author | 한국철도공사 |
URL | https://www.data.go.kr/data/15068506/fileData.do |
연도 is highly overall correlated with 고속철도 and 5 other fields | High correlation |
고속철도 is highly overall correlated with 연도 and 5 other fields | High correlation |
디젤 is highly overall correlated with 연도 and 5 other fields | High correlation |
전기 is highly overall correlated with 연도 and 6 other fields | High correlation |
동차 is highly overall correlated with 증기 | High correlation |
새마을동차 is highly overall correlated with 고속철도 and 3 other fields | High correlation |
수도권전동차 is highly overall correlated with 연도 and 5 other fields | High correlation |
전기동차 is highly overall correlated with 연도 and 6 other fields | High correlation |
증기 is highly overall correlated with 연도 and 6 other fields | High correlation |
증기 is highly imbalanced (70.1%) | Imbalance |
고속철도 has 17 (53.1%) missing values | Missing |
새마을동차 has 3 (9.4%) missing values | Missing |
전기동차 has 7 (21.9%) missing values | Missing |
연도 has unique values | Unique |
디젤 has unique values | Unique |
전기 has unique values | Unique |
동차 has unique values | Unique |
수도권전동차 has unique values | Unique |
Reproduction
Analysis started | 2023-12-12 00:18:40.401941 |
---|---|
Analysis finished | 2023-12-12 00:18:47.509683 |
Duration | 7.11 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
연도
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 32 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2002.5 |
Minimum | 1987 |
---|---|
Maximum | 2018 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 420.0 B |
Quantile statistics
Minimum | 1987 |
---|---|
5-th percentile | 1988.55 |
Q1 | 1994.75 |
median | 2002.5 |
Q3 | 2010.25 |
95-th percentile | 2016.45 |
Maximum | 2018 |
Range | 31 |
Interquartile range (IQR) | 15.5 |
Descriptive statistics
Standard deviation | 9.3808315 |
---|---|
Coefficient of variation (CV) | 0.0046845601 |
Kurtosis | -1.2 |
Mean | 2002.5 |
Median Absolute Deviation (MAD) | 8 |
Skewness | 0 |
Sum | 64080 |
Variance | 88 |
Monotonicity | Strictly increasing |
Value | Count | Frequency (%) |
1987 | 1 | 3.1% |
2004 | 1 | 3.1% |
2018 | 1 | 3.1% |
2017 | 1 | 3.1% |
2016 | 1 | 3.1% |
2015 | 1 | 3.1% |
2014 | 1 | 3.1% |
2013 | 1 | 3.1% |
2012 | 1 | 3.1% |
2011 | 1 | 3.1% |
Other values (22) | 22 |
Value | Count | Frequency (%) |
1987 | 1 | |
1988 | 1 | |
1989 | 1 | |
1990 | 1 | |
1991 | 1 | |
1992 | 1 | |
1993 | 1 | |
1994 | 1 | |
1995 | 1 | |
1996 | 1 |
Value | Count | Frequency (%) |
2018 | 1 | |
2017 | 1 | |
2016 | 1 | |
2015 | 1 | |
2014 | 1 | |
2013 | 1 | |
2012 | 1 | |
2011 | 1 | |
2010 | 1 | |
2009 | 1 |
증기
Categorical
HIGH CORRELATION
  IMBALANCE
 
Distinct | 4 |
---|---|
Distinct (%) | 12.5% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 388.0 B |
<NA> | |
---|---|
1910.0 | 1 |
3359.3 | 1 |
1726.7 | 1 |
Length
Max length | 6 |
---|---|
Median length | 4 |
Mean length | 4.1875 |
Min length | 4 |
Unique
Unique | 3 ? |
---|---|
Unique (%) | 9.4% |
Sample
1st row | <NA> |
---|---|
2nd row | <NA> |
3rd row | <NA> |
4th row | <NA> |
5th row | <NA> |
Common Values
Value | Count | Frequency (%) |
<NA> | 29 | |
1910.0 | 1 | 3.1% |
3359.3 | 1 | 3.1% |
1726.7 | 1 | 3.1% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
na | 29 | |
1910.0 | 1 | 3.1% |
3359.3 | 1 | 3.1% |
1726.7 | 1 | 3.1% |
고속철도
Real number (ℝ)
HIGH CORRELATION
  MISSING
 
Distinct | 15 |
---|---|
Distinct (%) | 100.0% |
Missing | 17 |
Missing (%) | 53.1% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 27975049 |
Minimum | 13971073 |
---|---|
Maximum | 41310129 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 420.0 B |
Quantile statistics
Minimum | 13971073 |
---|---|
5-th percentile | 18003474 |
Q1 | 21617663 |
median | 27703707 |
Q3 | 34597045 |
95-th percentile | 39033900 |
Maximum | 41310129 |
Range | 27339055 |
Interquartile range (IQR) | 12979382 |
Descriptive statistics
Standard deviation | 8258311 |
---|---|
Coefficient of variation (CV) | 0.29520273 |
Kurtosis | -1.198874 |
Mean | 27975049 |
Median Absolute Deviation (MAD) | 6288829.4 |
Skewness | 0.098471729 |
Sum | 4.1962574 × 108 |
Variance | 6.81997 × 1013 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
13971073.3 | 1 | 3.1% |
19731646.3 | 1 | 3.1% |
20618228.9 | 1 | 3.1% |
21414877.5 | 1 | 3.1% |
21820447.9 | 1 | 3.1% |
22032842.8 | 1 | 3.1% |
23343585.5 | 1 | 3.1% |
27703706.9 | 1 | 3.1% |
29596898.5 | 1 | 3.1% |
33037367.2 | 1 | 3.1% |
Other values (5) | 5 | 15.6% |
(Missing) | 17 |
Value | Count | Frequency (%) |
13971073.3 | 1 | |
19731646.3 | 1 | |
20618228.9 | 1 | |
21414877.5 | 1 | |
21820447.9 | 1 | |
22032842.8 | 1 | |
23343585.5 | 1 | |
27703706.9 | 1 | |
29596898.5 | 1 | |
32820630.2 | 1 |
Value | Count | Frequency (%) |
41310128.7 | 1 | |
38058373.2 | 1 | |
38009212.7 | 1 | |
36156722.4 | 1 | |
33037367.2 | 1 | |
32820630.2 | 1 | |
29596898.5 | 1 | |
27703706.9 | 1 | |
23343585.5 | 1 | |
22032842.8 | 1 |
디젤
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 32 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 50659347 |
Minimum | 22016933 |
---|---|
Maximum | 68055313 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 420.0 B |
Quantile statistics
Minimum | 22016933 |
---|---|
5-th percentile | 22631142 |
Q1 | 34977163 |
median | 60863864 |
Q3 | 63740269 |
95-th percentile | 66741619 |
Maximum | 68055313 |
Range | 46038380 |
Interquartile range (IQR) | 28763106 |
Descriptive statistics
Standard deviation | 16109527 |
---|---|
Coefficient of variation (CV) | 0.31799713 |
Kurtosis | -1.2572259 |
Mean | 50659347 |
Median Absolute Deviation (MAD) | 6104093.5 |
Skewness | -0.60758167 |
Sum | 1.6210991 × 109 |
Variance | 2.5951685 × 1014 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
63410869.9 | 1 | 3.1% |
55503419.7 | 1 | 3.1% |
22341538.6 | 1 | 3.1% |
22016932.7 | 1 | 3.1% |
22868089.5 | 1 | 3.1% |
24847259.2 | 1 | 3.1% |
28496127.8 | 1 | 3.1% |
34789101.9 | 1 | 3.1% |
33987711.6 | 1 | 3.1% |
33129406.7 | 1 | 3.1% |
Other values (22) | 22 |
Value | Count | Frequency (%) |
22016932.7 | 1 | |
22341538.6 | 1 | |
22868089.5 | 1 | |
24847259.2 | 1 | |
28496127.8 | 1 | |
33129406.7 | 1 | |
33987711.6 | 1 | |
34789101.9 | 1 | |
35039850.6 | 1 | |
37619893.3 | 1 |
Value | Count | Frequency (%) |
68055312.7 | 1 | |
67711606.8 | 1 | |
65947993.3 | 1 | |
65533541.7 | 1 | |
64587960.3 | 1 | |
64261050.7 | 1 | |
64156911.8 | 1 | |
64061378.4 | 1 | |
63633233.0 | 1 | |
63492400.6 | 1 |
전기
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 32 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 11646033 |
Minimum | 6717073.9 |
---|---|
Maximum | 21488107 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 420.0 B |
Quantile statistics
Minimum | 6717073.9 |
---|---|
5-th percentile | 6948554.3 |
Q1 | 7262781.5 |
median | 7596533.8 |
Q3 | 17731958 |
95-th percentile | 20744424 |
Maximum | 21488107 |
Range | 14771033 |
Interquartile range (IQR) | 10469177 |
Descriptive statistics
Standard deviation | 5721298.1 |
---|---|
Coefficient of variation (CV) | 0.49126583 |
Kurtosis | -1.4459577 |
Mean | 11646033 |
Median Absolute Deviation (MAD) | 624018.85 |
Skewness | 0.6748654 |
Sum | 3.7267306 × 108 |
Variance | 3.2733252 × 1013 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
7680651.9 | 1 | 3.1% |
7162992.7 | 1 | 3.1% |
19541347.0 | 1 | 3.1% |
20011312.5 | 1 | 3.1% |
19715817.2 | 1 | 3.1% |
21488106.7 | 1 | 3.1% |
21153679.8 | 1 | 3.1% |
20409578.7 | 1 | 3.1% |
18979211.8 | 1 | 3.1% |
18643496.2 | 1 | 3.1% |
Other values (22) | 22 |
Value | Count | Frequency (%) |
6717073.9 | 1 | |
6938055.6 | 1 | |
6957144.2 | 1 | |
6987885.7 | 1 | |
7088328.3 | 1 | |
7107659.5 | 1 | |
7121017.2 | 1 | |
7162992.7 | 1 | |
7296044.4 | 1 | |
7308476.1 | 1 |
Value | Count | Frequency (%) |
21488106.7 | 1 | |
21153679.8 | 1 | |
20409578.7 | 1 | |
20011312.5 | 1 | |
19715817.2 | 1 | |
19541347.0 | 1 | |
18979211.8 | 1 | |
18643496.2 | 1 | |
17428112.2 | 1 | |
16938431.7 | 1 |
동차
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 32 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 3529629.3 |
Minimum | 1622502.1 |
---|---|
Maximum | 5231472.5 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 420.0 B |
Quantile statistics
Minimum | 1622502.1 |
---|---|
5-th percentile | 1882306.2 |
Q1 | 2576179 |
median | 3739168.1 |
Q3 | 4336811.1 |
95-th percentile | 4968563 |
Maximum | 5231472.5 |
Range | 3608970.4 |
Interquartile range (IQR) | 1760632.1 |
Descriptive statistics
Standard deviation | 1080818 |
---|---|
Coefficient of variation (CV) | 0.30621289 |
Kurtosis | -1.2343712 |
Mean | 3529629.3 |
Median Absolute Deviation (MAD) | 986857.65 |
Skewness | -0.18004553 |
Sum | 1.1294814 × 108 |
Variance | 1.1681675 × 1012 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
5231472.5 | 1 | 3.1% |
4418453.0 | 1 | 3.1% |
2519204.0 | 1 | 3.1% |
2286394.5 | 1 | 3.1% |
2833520.7 | 1 | 3.1% |
3729033.1 | 1 | 3.1% |
3842304.3 | 1 | 3.1% |
4070823.2 | 1 | 3.1% |
4047999.8 | 1 | 3.1% |
4034124.7 | 1 | 3.1% |
Other values (22) | 22 |
Value | Count | Frequency (%) |
1622502.1 | 1 | |
1652944.5 | 1 | |
2069965.7 | 1 | |
2166628.4 | 1 | |
2212288.3 | 1 | |
2286394.5 | 1 | |
2461522.9 | 1 | |
2519204.0 | 1 | |
2595170.6 | 1 | |
2670901.9 | 1 |
Value | Count | Frequency (%) |
5231472.5 | 1 | |
4990995.9 | 1 | |
4950208.8 | 1 | |
4949004.2 | 1 | |
4866882.8 | 1 | |
4789541.5 | 1 | |
4418453.0 | 1 | |
4362933.5 | 1 | |
4328103.6 | 1 | |
4306209.1 | 1 |
새마을동차
Real number (ℝ)
HIGH CORRELATION
  MISSING
 
Distinct | 29 |
---|---|
Distinct (%) | 100.0% |
Missing | 3 |
Missing (%) | 9.4% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 6660182.6 |
Minimum | 64.1 |
---|---|
Maximum | 10369145 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 420.0 B |
Quantile statistics
Minimum | 64.1 |
---|---|
5-th percentile | 13836.76 |
Q1 | 3183643.7 |
median | 8338146.4 |
Q3 | 9577233.7 |
95-th percentile | 10271064 |
Maximum | 10369145 |
Range | 10369081 |
Interquartile range (IQR) | 6393590 |
Descriptive statistics
Standard deviation | 3668968.1 |
---|---|
Coefficient of variation (CV) | 0.550881 |
Kurtosis | -0.96513999 |
Mean | 6660182.6 |
Median Absolute Deviation (MAD) | 1543711 |
Skewness | -0.79360004 |
Sum | 1.9314529 × 108 |
Variance | 1.3461327 × 1013 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1474923.3 | 1 | 3.1% |
110.6 | 1 | 3.1% |
64.1 | 1 | 3.1% |
34426.0 | 1 | 3.1% |
5381712.8 | 1 | 3.1% |
7168270.3 | 1 | 3.1% |
8128729.6 | 1 | 3.1% |
8368617.4 | 1 | 3.1% |
9261679.3 | 1 | 3.1% |
8919676.4 | 1 | 3.1% |
Other values (19) | 19 | |
(Missing) | 3 | 9.4% |
Value | Count | Frequency (%) |
64.1 | 1 | |
110.6 | 1 | |
34426.0 | 1 | |
628401.2 | 1 | |
1474923.3 | 1 | |
2900582.2 | 1 | |
2927035.3 | 1 | |
3183643.7 | 1 | |
3711174.0 | 1 | |
5381712.8 | 1 |
Value | Count | Frequency (%) |
10369145.1 | 1 | |
10293930.3 | 1 | |
10236763.8 | 1 | |
10053137.7 | 1 | |
9881857.4 | 1 | |
9733992.2 | 1 | |
9732831.9 | 1 | |
9577233.7 | 1 | |
9402307.8 | 1 | |
9261679.3 | 1 |
수도권전동차
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 32 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 24077766 |
Minimum | 8125493.6 |
---|---|
Maximum | 41861414 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 420.0 B |
Quantile statistics
Minimum | 8125493.6 |
---|---|
5-th percentile | 9106395.9 |
Q1 | 15045809 |
median | 22449716 |
Q3 | 33886886 |
95-th percentile | 39611408 |
Maximum | 41861414 |
Range | 33735920 |
Interquartile range (IQR) | 18841077 |
Descriptive statistics
Standard deviation | 10797946 |
---|---|
Coefficient of variation (CV) | 0.44846129 |
Kurtosis | -1.2518351 |
Mean | 24077766 |
Median Absolute Deviation (MAD) | 9793593.2 |
Skewness | 0.078774046 |
Sum | 7.7048852 × 108 |
Variance | 1.1659564 × 1014 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
8125493.6 | 1 | 3.1% |
23768108.7 | 1 | 3.1% |
41356981.1 | 1 | 3.1% |
41861413.8 | 1 | 3.1% |
38151178.1 | 1 | 3.1% |
38183212.4 | 1 | 3.1% |
37281783.1 | 1 | 3.1% |
37489362.6 | 1 | 3.1% |
36174380.5 | 1 | 3.1% |
36703703.2 | 1 | 3.1% |
Other values (22) | 22 |
Value | Count | Frequency (%) |
8125493.6 | 1 | |
8526598.2 | 1 | |
9580775.8 | 1 | |
9581071.8 | 1 | |
10246144.6 | 1 | |
10776095.8 | 1 | |
11063490.4 | 1 | |
13919776.7 | 1 | |
15421152.5 | 1 | |
17531912.0 | 1 |
Value | Count | Frequency (%) |
41861413.8 | 1 | |
41356981.1 | 1 | |
38183212.4 | 1 | |
38151178.1 | 1 | |
37489362.6 | 1 | |
37281783.1 | 1 | |
36703703.2 | 1 | |
36174380.5 | 1 | |
33124387.9 | 1 | |
31362230.5 | 1 |
전기동차
Real number (ℝ)
HIGH CORRELATION
  MISSING
 
Distinct | 25 |
---|---|
Distinct (%) | 100.0% |
Missing | 7 |
Missing (%) | 21.9% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2127509.8 |
Minimum | 12930 |
---|---|
Maximum | 9496843.5 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 420.0 B |
Quantile statistics
Minimum | 12930 |
---|---|
5-th percentile | 197060.66 |
Q1 | 231841.8 |
median | 250358.9 |
Q3 | 2919662.5 |
95-th percentile | 8938043.6 |
Maximum | 9496843.5 |
Range | 9483913.5 |
Interquartile range (IQR) | 2687820.7 |
Descriptive statistics
Standard deviation | 3238627.1 |
---|---|
Coefficient of variation (CV) | 1.5222619 |
Kurtosis | 0.64366726 |
Mean | 2127509.8 |
Median Absolute Deviation (MAD) | 41979.6 |
Skewness | 1.4954243 |
Sum | 53187745 |
Variance | 1.0488706 × 1013 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
248563.9 | 1 | 3.1% |
9153567.2 | 1 | 3.1% |
9496843.5 | 1 | 3.1% |
8047521.4 | 1 | 3.1% |
8075949.3 | 1 | 3.1% |
6158324.3 | 1 | 3.1% |
3300667.2 | 1 | 3.1% |
2919662.5 | 1 | 3.1% |
1216610.9 | 1 | 3.1% |
1053875.4 | 1 | 3.1% |
Other values (15) | 15 | |
(Missing) | 7 |
Value | Count | Frequency (%) |
12930.0 | 1 | |
194231.0 | 1 | |
208379.3 | 1 | |
213429.7 | 1 | |
226468.6 | 1 | |
231381.0 | 1 | |
231841.8 | 1 | |
235891.6 | 1 | |
235932.2 | 1 | |
243195.1 | 1 |
Value | Count | Frequency (%) |
9496843.5 | 1 | |
9153567.2 | 1 | |
8075949.3 | 1 | |
8047521.4 | 1 | |
6158324.3 | 1 | |
3300667.2 | 1 | |
2919662.5 | 1 | |
1216610.9 | 1 | |
1053875.4 | 1 | |
458632.5 | 1 |
연도 | 증기 | 고속철도 | 디젤 | 전기 | 동차 | 새마을동차 | 수도권전동차 | 전기동차 | |
---|---|---|---|---|---|---|---|---|---|
연도 | 1.000 | 1.000 | 0.685 | 0.941 | 0.598 | 0.699 | 0.615 | 0.942 | 0.764 |
증기 | 1.000 | 1.000 | NaN | 1.000 | NaN | 1.000 | NaN | 1.000 | NaN |
고속철도 | 0.685 | NaN | 1.000 | 0.261 | 0.618 | 0.646 | 0.920 | 0.780 | 0.858 |
디젤 | 0.941 | 1.000 | 0.261 | 1.000 | 0.852 | 0.256 | 0.284 | 0.851 | 0.959 |
전기 | 0.598 | NaN | 0.618 | 0.852 | 1.000 | 0.000 | 0.740 | 0.853 | 0.631 |
동차 | 0.699 | 1.000 | 0.646 | 0.256 | 0.000 | 1.000 | 0.000 | 0.644 | 0.000 |
새마을동차 | 0.615 | NaN | 0.920 | 0.284 | 0.740 | 0.000 | 1.000 | 0.812 | 0.515 |
수도권전동차 | 0.942 | 1.000 | 0.780 | 0.851 | 0.853 | 0.644 | 0.812 | 1.000 | 0.718 |
전기동차 | 0.764 | NaN | 0.858 | 0.959 | 0.631 | 0.000 | 0.515 | 0.718 | 1.000 |
연도 | 고속철도 | 디젤 | 전기 | 동차 | 새마을동차 | 수도권전동차 | 전기동차 | 증기 | |
---|---|---|---|---|---|---|---|---|---|
연도 | 1.000 | 0.996 | -0.913 | 0.652 | -0.110 | -0.068 | 0.998 | 0.582 | 1.000 |
고속철도 | 0.996 | 1.000 | -0.971 | 0.886 | -0.254 | -0.839 | 0.989 | 0.964 | 0.000 |
디젤 | -0.913 | -0.971 | 1.000 | -0.633 | 0.189 | 0.117 | -0.912 | -0.654 | 1.000 |
전기 | 0.652 | 0.886 | -0.633 | 1.000 | -0.188 | -0.694 | 0.655 | 0.922 | 1.000 |
동차 | -0.110 | -0.254 | 0.189 | -0.188 | 1.000 | 0.045 | -0.109 | -0.189 | 1.000 |
새마을동차 | -0.068 | -0.839 | 0.117 | -0.694 | 0.045 | 1.000 | -0.065 | -0.798 | 1.000 |
수도권전동차 | 0.998 | 0.989 | -0.912 | 0.655 | -0.109 | -0.065 | 1.000 | 0.582 | 1.000 |
전기동차 | 0.582 | 0.964 | -0.654 | 0.922 | -0.189 | -0.798 | 0.582 | 1.000 | 1.000 |
증기 | 1.000 | 0.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
연도 | 증기 | 고속철도 | 디젤 | 전기 | 동차 | 새마을동차 | 수도권전동차 | 전기동차 | |
---|---|---|---|---|---|---|---|---|---|
0 | 1987 | <NA> | <NA> | 63410869.9 | 7680651.9 | 5231472.5 | 628401.2 | 8125493.6 | 258091.9 |
1 | 1988 | <NA> | <NA> | 64587960.3 | 7886261.7 | 4362933.5 | 1474923.3 | 8526598.2 | 248563.9 |
2 | 1989 | <NA> | <NA> | 64261050.7 | 7420866.2 | 3749303.1 | 2900582.2 | 9580775.8 | 269487.4 |
3 | 1990 | <NA> | <NA> | 65947993.3 | 7296044.4 | 3446665.3 | 3711174.0 | 9581071.8 | 235932.2 |
4 | 1991 | <NA> | <NA> | 67711606.8 | 7615339.4 | 3012697.3 | 2927035.3 | 10246144.6 | 243195.1 |
5 | 1992 | <NA> | <NA> | 68055312.7 | 7466985.3 | 2595170.6 | 3183643.7 | 10776095.8 | 250358.9 |
6 | 1993 | <NA> | <NA> | 65533541.7 | 7577728.2 | 2670901.9 | 7154619.5 | 11063490.4 | 245908.3 |
7 | 1994 | <NA> | <NA> | 62555189.4 | 7107659.5 | 2166628.4 | 9122893.3 | 13919776.7 | 235891.6 |
8 | 1995 | <NA> | <NA> | 63382916.4 | 6987885.7 | 1652944.5 | 9577233.7 | 15421152.5 | 231381.0 |
9 | 1996 | <NA> | <NA> | 62762430.6 | 7121017.2 | 2069965.7 | 9881857.4 | 17531912.0 | 231841.8 |
연도 | 증기 | 고속철도 | 디젤 | 전기 | 동차 | 새마을동차 | 수도권전동차 | 전기동차 | |
---|---|---|---|---|---|---|---|---|---|
22 | 2009 | <NA> | 22032842.8 | 37619893.3 | 16938431.7 | 2461522.9 | 8368617.4 | 31362230.5 | 458632.5 |
23 | 2010 | <NA> | 23343585.5 | 35039850.6 | 17428112.2 | 4328103.6 | 8128729.6 | 33124387.9 | 1053875.4 |
24 | 2011 | <NA> | 27703706.9 | 33129406.7 | 18643496.2 | 4034124.7 | 7168270.3 | 36703703.2 | 1216610.9 |
25 | 2012 | <NA> | 29596898.5 | 33987711.6 | 18979211.8 | 4047999.8 | 5381712.8 | 36174380.5 | 2919662.5 |
26 | 2013 | <NA> | 33037367.2 | 34789101.9 | 20409578.7 | 4070823.2 | 34426.0 | 37489362.6 | 3300667.2 |
27 | 2014 | <NA> | 32820630.2 | 28496127.8 | 21153679.8 | 3842304.3 | 64.1 | 37281783.1 | 6158324.3 |
28 | 2015 | <NA> | 36156722.4 | 24847259.2 | 21488106.7 | 3729033.1 | 110.6 | 38183212.4 | 8075949.3 |
29 | 2016 | <NA> | 38009212.7 | 22868089.5 | 19715817.2 | 2833520.7 | <NA> | 38151178.1 | 8047521.4 |
30 | 2017 | <NA> | 38058373.2 | 22016932.7 | 20011312.5 | 2286394.5 | <NA> | 41861413.8 | 9496843.5 |
31 | 2018 | <NA> | 41310128.7 | 22341538.6 | 19541347.0 | 2519204.0 | <NA> | 41356981.1 | 9153567.2 |