gimi9 Pandas Profiling

Dataset statistics

Number of variables	31
Number of observations	10000
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	2.7 MiB
Average record size in memory	287.0 B

Variable types

Categorical	1
Numeric	30

Dataset

Description	기준_날짜,노선_ID,출발_정류장_ID,도착_정류장_ID,운행시간,운행시간_00시,운행시간_01시,운행시간_02시,운행시간_03시,운행시간_04시,운행시간_05시,운행시간_06시,운행시간_07시,운행시간_08시,운행시간_09시,운행시간_10시,운행시간_11시,운행시간_12시,운행시간_13시,운행시간_14시,운행시간_15시,운행시간_16시,운행시간_17시,운행시간_18시,운행시간_19시,운행시간_20시,운행시간_21시,운행시간_22시,운행시간_23시,출발_정류장_순서,도착_정류장_순서
Author	서울특별시
URL	https://data.seoul.go.kr/dataList/OA-21217/S/1/datasetView.do

Alerts

`기준_날짜` has constant value ""	Constant
`운행시간_01시` is highly skewed (γ1 = 22.15707129)	Skewed
`운행시간_02시` is highly skewed (γ1 = 20.93283084)	Skewed
`운행시간_03시` is highly skewed (γ1 = 24.20293748)	Skewed
`운행시간_00시` has 5956 (59.6%) zeros	Zeros
`운행시간_01시` has 8710 (87.1%) zeros	Zeros
`운행시간_02시` has 9653 (96.5%) zeros	Zeros
`운행시간_03시` has 9937 (99.4%) zeros	Zeros
`운행시간_04시` has 9177 (91.8%) zeros	Zeros
`운행시간_05시` has 5963 (59.6%) zeros	Zeros
`운행시간_06시` has 3292 (32.9%) zeros	Zeros
`운행시간_07시` has 2064 (20.6%) zeros	Zeros
`운행시간_08시` has 1912 (19.1%) zeros	Zeros
`운행시간_09시` has 1747 (17.5%) zeros	Zeros
`운행시간_10시` has 1845 (18.4%) zeros	Zeros
`운행시간_11시` has 1829 (18.3%) zeros	Zeros
`운행시간_12시` has 1917 (19.2%) zeros	Zeros
`운행시간_13시` has 1963 (19.6%) zeros	Zeros
`운행시간_14시` has 1956 (19.6%) zeros	Zeros
`운행시간_15시` has 1918 (19.2%) zeros	Zeros
`운행시간_16시` has 1942 (19.4%) zeros	Zeros
`운행시간_17시` has 1954 (19.5%) zeros	Zeros
`운행시간_18시` has 1890 (18.9%) zeros	Zeros
`운행시간_19시` has 1794 (17.9%) zeros	Zeros
`운행시간_20시` has 1867 (18.7%) zeros	Zeros
`운행시간_21시` has 1919 (19.2%) zeros	Zeros
`운행시간_22시` has 2130 (21.3%) zeros	Zeros
`운행시간_23시` has 3195 (31.9%) zeros	Zeros

Reproduction

Analysis started	2024-04-06 10:41:43.737856
Analysis finished	2024-04-06 10:41:44.334976
Duration	0.6 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

기준_날짜
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

20240401	10000

Length

Max length	8
Median length	8
Mean length	8
Min length	8

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	20240401
2nd row	20240401
3rd row	20240401
4th row	20240401
5th row	20240401

Common Values

Value	Count	Frequency (%)
20240401	10000	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
20240401	10000	100.0%

노선_ID
Real number (ℝ)

Distinct	500
Distinct (%)	5.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.250621 × 10⁸

Minimum	2.04 × 10⁸
Maximum	2.4146102 × 10⁸
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	2.04 × 10⁸
5-th percentile	2.0400017 × 10⁸
Q1	2.18 × 10⁸
median	2.2800039 × 10⁸
Q3	2.3400006 × 10⁸
95-th percentile	2.4100589 × 10⁸
Maximum	2.4146102 × 10⁸
Range	37461010
Interquartile range (IQR)	16000064

Descriptive statistics

Standard deviation	10885040
Coefficient of variation (CV)	0.048364607
Kurtosis	-0.92580843
Mean	2.250621 × 10⁸
Median Absolute Deviation (MAD)	6000491
Skewness	-0.49056543
Sum	2.250621 × 10¹²
Variance	1.184841 × 10¹⁴
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
222000013	73	0.7%
229000010	63	0.6%
239000135	60	0.6%
239000024	58	0.6%
210000038	55	0.5%
207000027	50	0.5%
222000111	50	0.5%
239000110	49	0.5%
232000029	49	0.5%
234000313	47	0.5%
Other values (490)	9446	94.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
204000005	6	0.1%
204000007	28	0.3%
204000012	23	0.2%
204000013	25	0.2%
204000018	21	0.2%
204000024	23	0.2%
204000029	33	0.3%
204000041	5	0.1%
204000046	13	0.1%
204000059	17	0.2%

Value	Count	Frequency (%)
241461015	2	< 0.1%
241461005	3	< 0.1%
241461002	5	0.1%
241457013	13	0.1%
241411001	17	0.2%
241409010	5	0.1%
241409009	5	0.1%
241409006	6	0.1%
241409004	3	< 0.1%
241408002	27	0.3%

출발_정류장_ID
Real number (ℝ)

Distinct	6024
Distinct (%)	60.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.1256824 × 10⁸

Minimum	1 × 10⁸
Maximum	2.7710476 × 10⁸
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	1 × 10⁸
5-th percentile	1.1100093 × 10⁸
Q1	2.0700009 × 10⁸
median	2.220005 × 10⁸
Q3	2.3300129 × 10⁸
95-th percentile	2.7710348 × 10⁸
Maximum	2.7710476 × 10⁸
Range	1.7710476 × 10⁸
Interquartile range (IQR)	26001197

Descriptive statistics

Standard deviation	48877870
Coefficient of variation (CV)	0.22993967
Kurtosis	0.2013826
Mean	2.1256824 × 10⁸
Median Absolute Deviation (MAD)	12000456
Skewness	-0.93224808
Sum	2.1256824 × 10¹²
Variance	2.3890462 × 10¹⁵
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
277103387	28	0.3%
277103390	22	0.2%
277103442	20	0.2%
277104177	20	0.2%
277102911	19	0.2%
277103388	18	0.2%
277103385	18	0.2%
277103441	18	0.2%
121000220	17	0.2%
277103678	17	0.2%
Other values (6014)	9803	98.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
100000001	1	< 0.1%
100000003	1	< 0.1%
100000004	1	< 0.1%
100000025	4	< 0.1%
100000034	2	< 0.1%
100000124	1	< 0.1%
100000165	1	< 0.1%
100000169	1	< 0.1%
100000174	3	< 0.1%
100000362	2	< 0.1%

Value	Count	Frequency (%)
277104758	2	< 0.1%
277104757	2	< 0.1%
277104746	2	< 0.1%
277104745	2	< 0.1%
277104744	1	< 0.1%
277104738	1	< 0.1%
277104735	1	< 0.1%
277104732	1	< 0.1%
277104695	1	< 0.1%
277104693	3	< 0.1%

도착_정류장_ID
Real number (ℝ)

Distinct	6022
Distinct (%)	60.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.1244379 × 10⁸

Minimum	1 × 10⁸
Maximum	2.7710476 × 10⁸
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	1 × 10⁸
5-th percentile	1.1100094 × 10⁸
Q1	2.070001 × 10⁸
median	2.2200049 × 10⁸
Q3	2.3300107 × 10⁸
95-th percentile	2.7710347 × 10⁸
Maximum	2.7710476 × 10⁸
Range	1.7710476 × 10⁸
Interquartile range (IQR)	26000971

Descriptive statistics

Standard deviation	48594077
Coefficient of variation (CV)	0.22873851
Kurtosis	0.21945368
Mean	2.1244379 × 10⁸
Median Absolute Deviation (MAD)	12000356
Skewness	-0.9359761
Sum	2.1244379 × 10¹²
Variance	2.3613844 × 10¹⁵
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
277104178	26	0.3%
277103387	20	0.2%
277103388	19	0.2%
277104177	18	0.2%
277103442	18	0.2%
277103390	18	0.2%
277103385	18	0.2%
277103679	18	0.2%
277103360	17	0.2%
277103441	17	0.2%
Other values (6012)	9811	98.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
100000001	1	< 0.1%
100000002	1	< 0.1%
100000025	3	< 0.1%
100000034	4	< 0.1%
100000154	2	< 0.1%
100000169	1	< 0.1%
100000174	1	< 0.1%
100000363	3	< 0.1%
100000388	1	< 0.1%
100000389	1	< 0.1%

Value	Count	Frequency (%)
277104758	2	< 0.1%
277104757	4	< 0.1%
277104746	1	< 0.1%
277104745	1	< 0.1%
277104744	1	< 0.1%
277104738	1	< 0.1%
277104733	1	< 0.1%
277104695	4	< 0.1%
277104693	1	< 0.1%
277104691	1	< 0.1%

운행시간
Real number (ℝ)

Distinct	659
Distinct (%)	6.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	148.2595

Minimum	10
Maximum	3544
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	10
5-th percentile	32
Q1	60
median	97
Q3	151
95-th percentile	318
Maximum	3544
Range	3534
Interquartile range (IQR)	91

Descriptive statistics

Standard deviation	275.97815
Coefficient of variation (CV)	1.8614534
Kurtosis	71.702923
Mean	148.2595
Median Absolute Deviation (MAD)	43
Skewness	7.9615377
Sum	1482595
Variance	76163.941
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
41	92	0.9%
61	85	0.9%
73	84	0.8%
57	84	0.8%
62	84	0.8%
65	83	0.8%
63	82	0.8%
45	81	0.8%
66	81	0.8%
46	80	0.8%
Other values (649)	9164	91.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
10	3	< 0.1%
11	4	< 0.1%
12	1	< 0.1%
13	1	< 0.1%
14	4	< 0.1%
15	7	0.1%
16	5	0.1%
17	9	0.1%
18	15	0.1%
19	11	0.1%

Value	Count	Frequency (%)
3544	1	< 0.1%
3521	1	< 0.1%
3507	1	< 0.1%
3439	1	< 0.1%
3426	1	< 0.1%
3399	1	< 0.1%
3339	1	< 0.1%
3267	1	< 0.1%
3181	1	< 0.1%
3173	1	< 0.1%

운행시간_00시
Real number (ℝ)

ZEROS

Distinct	368
Distinct (%)	3.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	40.204

Minimum	0
Maximum	3400
Zeros	5956
Zeros (%)	59.6%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	59
95-th percentile	172
Maximum	3400
Range	3400
Interquartile range (IQR)	59

Descriptive statistics

Standard deviation	80.416556
Coefficient of variation (CV)	2.0002128
Kurtosis	321.79801
Mean	40.204
Median Absolute Deviation (MAD)	0
Skewness	10.08486
Sum	402040
Variance	6466.8225
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	5956	59.6%
47	52	0.5%
34	48	0.5%
40	48	0.5%
32	48	0.5%
41	47	0.5%
28	47	0.5%
37	46	0.5%
36	46	0.5%
39	45	0.4%
Other values (358)	3617	36.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	5956	59.6%
8	1	< 0.1%
9	1	< 0.1%
10	4	< 0.1%
11	4	< 0.1%
12	10	0.1%
13	12	0.1%
14	12	0.1%
15	16	0.2%
16	24	0.2%

Value	Count	Frequency (%)
3400	1	< 0.1%
1085	1	< 0.1%
986	2	< 0.1%
931	1	< 0.1%
877	1	< 0.1%
870	1	< 0.1%
849	1	< 0.1%
768	1	< 0.1%
684	1	< 0.1%
665	1	< 0.1%

운행시간_01시
Real number (ℝ)

SKEWED ZEROS

Distinct	264
Distinct (%)	2.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	12.4655

Minimum	0
Maximum	3112
Zeros	8710
Zeros (%)	87.1%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	89.05
Maximum	3112
Range	3112
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	55.146272
Coefficient of variation (CV)	4.4239118
Kurtosis	1047.07
Mean	12.4655
Median Absolute Deviation (MAD)	0
Skewness	22.157071
Sum	124655
Variance	3041.1113
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	8710	87.1%
33	24	0.2%
48	21	0.2%
26	20	0.2%
31	20	0.2%
24	18	0.2%
18	16	0.2%
45	16	0.2%
37	16	0.2%
44	15	0.1%
Other values (254)	1124	11.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	8710	87.1%
9	2	< 0.1%
10	3	< 0.1%
11	2	< 0.1%
12	3	< 0.1%
13	4	< 0.1%
14	2	< 0.1%
15	4	< 0.1%
16	7	0.1%
17	12	0.1%

Value	Count	Frequency (%)
3112	1	< 0.1%
1068	1	< 0.1%
1014	1	< 0.1%
986	1	< 0.1%
796	1	< 0.1%
588	1	< 0.1%
529	1	< 0.1%
510	1	< 0.1%
497	1	< 0.1%
473	1	< 0.1%

운행시간_02시
Real number (ℝ)

SKEWED ZEROS

Distinct	158
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.0574

Minimum	0
Maximum	1234
Zeros	9653
Zeros (%)	96.5%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1234
Range	1234
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	24.12935
Coefficient of variation (CV)	7.8921142
Kurtosis	793.98619
Mean	3.0574
Median Absolute Deviation (MAD)	0
Skewness	20.932831
Sum	30574
Variance	582.22553
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	9653	96.5%
20	9	0.1%
29	7	0.1%
37	7	0.1%
30	7	0.1%
51	6	0.1%
28	6	0.1%
50	5	0.1%
40	5	0.1%
26	5	0.1%
Other values (148)	290	2.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	9653	96.5%
10	1	< 0.1%
12	1	< 0.1%
13	2	< 0.1%
14	1	< 0.1%
15	2	< 0.1%
16	3	< 0.1%
17	1	< 0.1%
18	3	< 0.1%
19	3	< 0.1%

Value	Count	Frequency (%)
1234	1	< 0.1%
604	1	< 0.1%
561	1	< 0.1%
423	1	< 0.1%
409	1	< 0.1%
371	1	< 0.1%
362	1	< 0.1%
355	1	< 0.1%
270	1	< 0.1%
254	2	< 0.1%

운행시간_03시
Real number (ℝ)

SKEWED ZEROS

Distinct	55
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.5239

Minimum	0
Maximum	405
Zeros	9937
Zeros (%)	99.4%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	405
Range	405
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	8.1371893
Coefficient of variation (CV)	15.531951
Kurtosis	829.93825
Mean	0.5239
Median Absolute Deviation (MAD)	0
Skewness	24.202937
Sum	5239
Variance	66.21385
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	9937	99.4%
75	3	< 0.1%
86	2	< 0.1%
74	2	< 0.1%
68	2	< 0.1%
59	2	< 0.1%
63	2	< 0.1%
53	2	< 0.1%
50	2	< 0.1%
35	1	< 0.1%
Other values (45)	45	0.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	9937	99.4%
21	1	< 0.1%
23	1	< 0.1%
26	1	< 0.1%
27	1	< 0.1%
29	1	< 0.1%
30	1	< 0.1%
32	1	< 0.1%
34	1	< 0.1%
35	1	< 0.1%

Value	Count	Frequency (%)
405	1	< 0.1%
227	1	< 0.1%
181	1	< 0.1%
176	1	< 0.1%
169	1	< 0.1%
163	1	< 0.1%
156	1	< 0.1%
149	1	< 0.1%
138	1	< 0.1%
133	1	< 0.1%

운행시간_04시
Real number (ℝ)

ZEROS

Distinct	198
Distinct (%)	2.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.4765

Minimum	0
Maximum	775
Zeros	9177
Zeros (%)	91.8%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	50
Maximum	775
Range	775
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	28.668942
Coefficient of variation (CV)	4.4266104
Kurtosis	117.91957
Mean	6.4765
Median Absolute Deviation (MAD)	0
Skewness	8.1816086
Sum	64765
Variance	821.90824
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	9177	91.8%
50	14	0.1%
34	14	0.1%
42	14	0.1%
37	14	0.1%
39	13	0.1%
55	12	0.1%
23	11	0.1%
41	11	0.1%
29	11	0.1%
Other values (188)	709	7.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	9177	91.8%
10	1	< 0.1%
11	2	< 0.1%
12	3	< 0.1%
13	3	< 0.1%
14	3	< 0.1%
15	6	0.1%
16	4	< 0.1%
17	3	< 0.1%
18	5	0.1%

Value	Count	Frequency (%)
775	1	< 0.1%
645	1	< 0.1%
482	1	< 0.1%
461	1	< 0.1%
419	1	< 0.1%
356	1	< 0.1%
320	1	< 0.1%
318	1	< 0.1%
298	1	< 0.1%
282	1	< 0.1%

운행시간_05시
Real number (ℝ)

ZEROS

Distinct	346
Distinct (%)	3.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	39.2858

Minimum	0
Maximum	1535
Zeros	5963
Zeros (%)	59.6%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	61
95-th percentile	165
Maximum	1535
Range	1535
Interquartile range (IQR)	61

Descriptive statistics

Standard deviation	71.872959
Coefficient of variation (CV)	1.8294895
Kurtosis	55.036635
Mean	39.2858
Median Absolute Deviation (MAD)	0
Skewness	4.8465448
Sum	392858
Variance	5165.7223
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	5963	59.6%
39	47	0.5%
28	47	0.5%
40	45	0.4%
41	45	0.4%
53	44	0.4%
37	43	0.4%
36	41	0.4%
59	41	0.4%
33	41	0.4%
Other values (336)	3643	36.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	5963	59.6%
10	1	< 0.1%
11	4	< 0.1%
12	3	< 0.1%
13	7	0.1%
14	7	0.1%
15	8	0.1%
16	13	0.1%
17	14	0.1%
18	20	0.2%

Value	Count	Frequency (%)
1535	1	< 0.1%
1371	1	< 0.1%
1161	1	< 0.1%
1059	1	< 0.1%
909	1	< 0.1%
892	1	< 0.1%
816	1	< 0.1%
787	1	< 0.1%
757	1	< 0.1%
722	1	< 0.1%

운행시간_06시
Real number (ℝ)

ZEROS

Distinct	486
Distinct (%)	4.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	77.6509

Minimum	0
Maximum	3414
Zeros	3292
Zeros (%)	32.9%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	51
Q3	111
95-th percentile	245
Maximum	3414
Range	3414
Interquartile range (IQR)	111

Descriptive statistics

Standard deviation	119.94251
Coefficient of variation (CV)	1.5446377
Kurtosis	173.31806
Mean	77.6509
Median Absolute Deviation (MAD)	51
Skewness	9.0588327
Sum	776509
Variance	14386.206
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	3292	32.9%
45	83	0.8%
44	73	0.7%
41	63	0.6%
42	62	0.6%
36	61	0.6%
49	61	0.6%
33	61	0.6%
39	61	0.6%
40	60	0.6%
Other values (476)	6123	61.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3292	32.9%
10	4	< 0.1%
11	5	0.1%
12	7	0.1%
13	9	0.1%
14	11	0.1%
15	21	0.2%
16	15	0.1%
17	21	0.2%
18	20	0.2%

Value	Count	Frequency (%)
3414	1	< 0.1%
3054	1	< 0.1%
2668	1	< 0.1%
2563	1	< 0.1%
2200	1	< 0.1%
1901	1	< 0.1%
1888	1	< 0.1%
1820	1	< 0.1%
1626	1	< 0.1%
1447	1	< 0.1%

운행시간_07시
Real number (ℝ)

ZEROS

Distinct	631
Distinct (%)	6.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	113.548

Minimum	0
Maximum	3445
Zeros	2064
Zeros (%)	20.6%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	30
median	78
Q3	143
95-th percentile	325
Maximum	3445
Range	3445
Interquartile range (IQR)	113

Descriptive statistics

Standard deviation	188.67082
Coefficient of variation (CV)	1.6615953
Kurtosis	111.20324
Mean	113.548
Median Absolute Deviation (MAD)	55
Skewness	8.616547
Sum	1135480
Variance	35596.679
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	2064	20.6%
50	74	0.7%
43	70	0.7%
46	70	0.7%
54	67	0.7%
42	66	0.7%
47	63	0.6%
60	63	0.6%
37	63	0.6%
49	61	0.6%
Other values (621)	7339	73.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2064	20.6%
8	1	< 0.1%
9	3	< 0.1%
10	1	< 0.1%
11	7	0.1%
12	6	0.1%
13	5	0.1%
14	6	0.1%
15	15	0.1%
16	13	0.1%

Value	Count	Frequency (%)
3445	1	< 0.1%
3400	1	< 0.1%
3319	1	< 0.1%
3268	1	< 0.1%
3255	1	< 0.1%
3202	1	< 0.1%
3159	1	< 0.1%
3104	1	< 0.1%
2853	1	< 0.1%
2834	1	< 0.1%

운행시간_08시
Real number (ℝ)

ZEROS

Distinct	708
Distinct (%)	7.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	131.7498

Minimum	0
Maximum	3434
Zeros	1912
Zeros (%)	19.1%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	36
median	88
Q3	155
95-th percentile	361
Maximum	3434
Range	3434
Interquartile range (IQR)	119

Descriptive statistics

Standard deviation	232.18572
Coefficient of variation (CV)	1.7623231
Kurtosis	72.38647
Mean	131.7498
Median Absolute Deviation (MAD)	59
Skewness	7.407761
Sum	1317498
Variance	53910.209
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1912	19.1%
45	67	0.7%
53	63	0.6%
93	63	0.6%
72	62	0.6%
44	61	0.6%
86	60	0.6%
90	59	0.6%
42	58	0.6%
69	58	0.6%
Other values (698)	7537	75.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1912	19.1%
8	1	< 0.1%
9	2	< 0.1%
10	3	< 0.1%
11	2	< 0.1%
12	1	< 0.1%
13	2	< 0.1%
14	5	0.1%
15	7	0.1%
16	6	0.1%

Value	Count	Frequency (%)
3434	1	< 0.1%
3250	1	< 0.1%
3188	1	< 0.1%
3137	1	< 0.1%
3077	1	< 0.1%
2978	1	< 0.1%
2974	1	< 0.1%
2969	1	< 0.1%
2959	1	< 0.1%
2872	1	< 0.1%

운행시간_09시
Real number (ℝ)

ZEROS

Distinct	644
Distinct (%)	6.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	119.3206

Minimum	0
Maximum	3560
Zeros	1747
Zeros (%)	17.5%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	35
median	78
Q3	140
95-th percentile	312.05
Maximum	3560
Range	3560
Interquartile range (IQR)	105

Descriptive statistics

Standard deviation	221.8696
Coefficient of variation (CV)	1.8594408
Kurtosis	85.086495
Mean	119.3206
Median Absolute Deviation (MAD)	51
Skewness	8.0707225
Sum	1193206
Variance	49226.117
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1747	17.5%
44	76	0.8%
43	75	0.8%
42	72	0.7%
36	70	0.7%
47	70	0.7%
54	68	0.7%
48	65	0.7%
56	64	0.6%
46	64	0.6%
Other values (634)	7629	76.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1747	17.5%
6	1	< 0.1%
7	1	< 0.1%
8	1	< 0.1%
9	1	< 0.1%
10	3	< 0.1%
11	4	< 0.1%
12	2	< 0.1%
13	9	0.1%
14	12	0.1%

Value	Count	Frequency (%)
3560	1	< 0.1%
3559	1	< 0.1%
3320	1	< 0.1%
3280	1	< 0.1%
3275	1	< 0.1%
3158	1	< 0.1%
3010	1	< 0.1%
3006	1	< 0.1%
3004	1	< 0.1%
2955	1	< 0.1%

운행시간_10시
Real number (ℝ)

ZEROS

Distinct	595
Distinct (%)	5.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	117.0347

Minimum	0
Maximum	3585
Zeros	1845
Zeros (%)	18.4%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	32
median	76
Q3	132
95-th percentile	281
Maximum	3585
Range	3585
Interquartile range (IQR)	100

Descriptive statistics

Standard deviation	250.66958
Coefficient of variation (CV)	2.1418398
Kurtosis	86.123681
Mean	117.0347
Median Absolute Deviation (MAD)	49
Skewness	8.5175429
Sum	1170347
Variance	62835.238
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1845	18.4%
50	87	0.9%
47	83	0.8%
83	71	0.7%
43	69	0.7%
49	69	0.7%
41	68	0.7%
40	68	0.7%
60	66	0.7%
28	65	0.7%
Other values (585)	7509	75.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1845	18.4%
8	2	< 0.1%
10	2	< 0.1%
11	1	< 0.1%
12	6	0.1%
13	11	0.1%
14	8	0.1%
15	15	0.1%
16	15	0.1%
17	17	0.2%

Value	Count	Frequency (%)
3585	1	< 0.1%
3580	1	< 0.1%
3509	1	< 0.1%
3426	1	< 0.1%
3346	1	< 0.1%
3276	1	< 0.1%
3267	1	< 0.1%
3259	1	< 0.1%
3253	1	< 0.1%
3184	1	< 0.1%

운행시간_11시
Real number (ℝ)

ZEROS

Distinct	566
Distinct (%)	5.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	113.4083

Minimum	0
Maximum	3578
Zeros	1829
Zeros (%)	18.3%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	32
median	73
Q3	129
95-th percentile	262
Maximum	3578
Range	3578
Interquartile range (IQR)	97

Descriptive statistics

Standard deviation	258.09035
Coefficient of variation (CV)	2.2757624
Kurtosis	96.414947
Mean	113.4083
Median Absolute Deviation (MAD)	47
Skewness	9.185764
Sum	1134083
Variance	66610.629
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1829	18.3%
47	82	0.8%
45	81	0.8%
63	70	0.7%
56	69	0.7%
71	69	0.7%
68	69	0.7%
44	69	0.7%
43	67	0.7%
89	66	0.7%
Other values (556)	7529	75.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1829	18.3%
7	1	< 0.1%
8	1	< 0.1%
9	1	< 0.1%
10	4	< 0.1%
11	6	0.1%
12	5	0.1%
13	7	0.1%
14	10	0.1%
15	15	0.1%

Value	Count	Frequency (%)
3578	1	< 0.1%
3576	1	< 0.1%
3520	1	< 0.1%
3478	1	< 0.1%
3475	1	< 0.1%
3474	1	< 0.1%
3352	1	< 0.1%
3341	1	< 0.1%
3327	1	< 0.1%
3318	1	< 0.1%

운행시간_12시
Real number (ℝ)

ZEROS

Distinct	544
Distinct (%)	5.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	109.5062

Minimum	0
Maximum	3565
Zeros	1917
Zeros (%)	19.2%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	31
median	73
Q3	127
95-th percentile	258
Maximum	3565
Range	3565
Interquartile range (IQR)	96

Descriptive statistics

Standard deviation	248.13264
Coefficient of variation (CV)	2.2659232
Kurtosis	113.85859
Mean	109.5062
Median Absolute Deviation (MAD)	47
Skewness	9.916855
Sum	1095062
Variance	61569.805
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1917	19.2%
72	77	0.8%
41	74	0.7%
44	74	0.7%
40	73	0.7%
51	71	0.7%
54	69	0.7%
63	69	0.7%
61	68	0.7%
60	68	0.7%
Other values (534)	7440	74.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1917	19.2%
9	1	< 0.1%
10	3	< 0.1%
11	5	0.1%
12	8	0.1%
13	9	0.1%
14	11	0.1%
15	8	0.1%
16	12	0.1%
17	15	0.1%

Value	Count	Frequency (%)
3565	1	< 0.1%
3549	1	< 0.1%
3534	1	< 0.1%
3525	1	< 0.1%
3523	1	< 0.1%
3506	1	< 0.1%
3495	1	< 0.1%
3486	1	< 0.1%
3451	1	< 0.1%
3440	1	< 0.1%

운행시간_13시
Real number (ℝ)

ZEROS

Distinct	530
Distinct (%)	5.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	103.6155

Minimum	0
Maximum	3594
Zeros	1963
Zeros (%)	19.6%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	30
median	73
Q3	128
95-th percentile	253.05
Maximum	3594
Range	3594
Interquartile range (IQR)	98

Descriptive statistics

Standard deviation	206.98185
Coefficient of variation (CV)	1.9975954
Kurtosis	142.60011
Mean	103.6155
Median Absolute Deviation (MAD)	48
Skewness	10.697043
Sum	1036155
Variance	42841.487
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1963	19.6%
42	75	0.8%
60	68	0.7%
84	67	0.7%
33	66	0.7%
46	66	0.7%
49	66	0.7%
38	66	0.7%
41	66	0.7%
73	65	0.7%
Other values (520)	7432	74.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1963	19.6%
9	2	< 0.1%
10	4	< 0.1%
11	4	< 0.1%
12	4	< 0.1%
13	8	0.1%
14	8	0.1%
15	11	0.1%
16	11	0.1%
17	20	0.2%

Value	Count	Frequency (%)
3594	1	< 0.1%
3558	1	< 0.1%
3522	1	< 0.1%
3513	1	< 0.1%
3449	1	< 0.1%
3448	1	< 0.1%
3410	1	< 0.1%
3299	1	< 0.1%
3281	1	< 0.1%
3258	1	< 0.1%

운행시간_14시
Real number (ℝ)

ZEROS

Distinct	544
Distinct (%)	5.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	106.4513

Minimum	0
Maximum	3561
Zeros	1956
Zeros (%)	19.6%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	31
median	74
Q3	129
95-th percentile	261
Maximum	3561
Range	3561
Interquartile range (IQR)	98

Descriptive statistics

Standard deviation	214.36539
Coefficient of variation (CV)	2.0137414
Kurtosis	122.53059
Mean	106.4513
Median Absolute Deviation (MAD)	48
Skewness	9.9460482
Sum	1064513
Variance	45952.522
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1956	19.6%
45	76	0.8%
48	72	0.7%
38	69	0.7%
52	68	0.7%
41	68	0.7%
60	68	0.7%
37	67	0.7%
47	66	0.7%
49	66	0.7%
Other values (534)	7424	74.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1956	19.6%
8	1	< 0.1%
11	5	0.1%
12	7	0.1%
13	7	0.1%
14	11	0.1%
15	11	0.1%
16	10	0.1%
17	25	0.2%
18	13	0.1%

Value	Count	Frequency (%)
3561	1	< 0.1%
3522	1	< 0.1%
3425	1	< 0.1%
3381	1	< 0.1%
3363	1	< 0.1%
3337	1	< 0.1%
3310	1	< 0.1%
3309	1	< 0.1%
3281	1	< 0.1%
3265	1	< 0.1%

운행시간_15시
Real number (ℝ)

ZEROS

Distinct	540
Distinct (%)	5.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	107.9005

Minimum	0
Maximum	3533
Zeros	1918
Zeros (%)	19.2%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	32
median	78
Q3	133
95-th percentile	267
Maximum	3533
Range	3533
Interquartile range (IQR)	101

Descriptive statistics

Standard deviation	205.77295
Coefficient of variation (CV)	1.907062
Kurtosis	130.99105
Mean	107.9005
Median Absolute Deviation (MAD)	50
Skewness	10.121536
Sum	1079005
Variance	42342.505
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1918	19.2%
44	71	0.7%
56	69	0.7%
48	67	0.7%
84	66	0.7%
54	66	0.7%
33	64	0.6%
66	64	0.6%
51	63	0.6%
41	63	0.6%
Other values (530)	7489	74.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1918	19.2%
7	1	< 0.1%
11	2	< 0.1%
12	9	0.1%
13	3	< 0.1%
14	10	0.1%
15	11	0.1%
16	6	0.1%
17	15	0.1%
18	18	0.2%

Value	Count	Frequency (%)
3533	1	< 0.1%
3530	1	< 0.1%
3520	1	< 0.1%
3501	1	< 0.1%
3472	1	< 0.1%
3462	1	< 0.1%
3395	1	< 0.1%
3299	1	< 0.1%
3251	1	< 0.1%
3154	1	< 0.1%

운행시간_16시
Real number (ℝ)

ZEROS

Distinct	562
Distinct (%)	5.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	112.4262

Minimum	0
Maximum	3586
Zeros	1942
Zeros (%)	19.4%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	33
median	79
Q3	136
95-th percentile	273.05
Maximum	3586
Range	3586
Interquartile range (IQR)	103

Descriptive statistics

Standard deviation	226.32423
Coefficient of variation (CV)	2.0130915
Kurtosis	123.36255
Mean	112.4262
Median Absolute Deviation (MAD)	51
Skewness	10.06409
Sum	1124262
Variance	51222.658
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1942	19.4%
49	73	0.7%
54	68	0.7%
46	67	0.7%
88	67	0.7%
44	67	0.7%
56	64	0.6%
77	62	0.6%
47	62	0.6%
41	61	0.6%
Other values (552)	7467	74.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1942	19.4%
9	3	< 0.1%
10	3	< 0.1%
11	5	0.1%
12	7	0.1%
13	6	0.1%
14	3	< 0.1%
15	8	0.1%
16	6	0.1%
17	18	0.2%

Value	Count	Frequency (%)
3586	1	< 0.1%
3508	1	< 0.1%
3495	1	< 0.1%
3486	2	< 0.1%
3397	2	< 0.1%
3385	1	< 0.1%
3382	1	< 0.1%
3372	1	< 0.1%
3360	1	< 0.1%
3302	1	< 0.1%

운행시간_17시
Real number (ℝ)

ZEROS

Distinct	599
Distinct (%)	6.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	117.9562

Minimum	0
Maximum	3556
Zeros	1954
Zeros (%)	19.5%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	34
median	81
Q3	144
95-th percentile	299
Maximum	3556
Range	3556
Interquartile range (IQR)	110

Descriptive statistics

Standard deviation	231.07702
Coefficient of variation (CV)	1.959007
Kurtosis	112.23866
Mean	117.9562
Median Absolute Deviation (MAD)	54
Skewness	9.5414929
Sum	1179562
Variance	53396.589
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1954	19.5%
45	77	0.8%
57	70	0.7%
68	65	0.7%
48	64	0.6%
51	63	0.6%
44	63	0.6%
58	63	0.6%
60	62	0.6%
61	62	0.6%
Other values (589)	7457	74.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1954	19.5%
3	1	< 0.1%
10	2	< 0.1%
11	3	< 0.1%
12	3	< 0.1%
13	9	0.1%
14	7	0.1%
15	9	0.1%
16	13	0.1%
17	10	0.1%

Value	Count	Frequency (%)
3556	1	< 0.1%
3547	1	< 0.1%
3439	1	< 0.1%
3399	1	< 0.1%
3377	1	< 0.1%
3331	1	< 0.1%
3327	1	< 0.1%
3306	1	< 0.1%
3276	1	< 0.1%
3206	1	< 0.1%

운행시간_18시
Real number (ℝ)

ZEROS

Distinct	646
Distinct (%)	6.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	126.1887

Minimum	0
Maximum	3586
Zeros	1890
Zeros (%)	18.9%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	36
median	85
Q3	149
95-th percentile	323
Maximum	3586
Range	3586
Interquartile range (IQR)	113

Descriptive statistics

Standard deviation	240.41164
Coefficient of variation (CV)	1.9051757
Kurtosis	94.732458
Mean	126.1887
Median Absolute Deviation (MAD)	55
Skewness	8.6820635
Sum	1261887
Variance	57797.757
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1890	18.9%
57	67	0.7%
58	66	0.7%
45	64	0.6%
73	63	0.6%
54	61	0.6%
69	60	0.6%
47	60	0.6%
36	58	0.6%
53	58	0.6%
Other values (636)	7553	75.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1890	18.9%
10	4	< 0.1%
11	1	< 0.1%
12	5	0.1%
13	4	< 0.1%
14	3	< 0.1%
15	7	0.1%
16	8	0.1%
17	20	0.2%
18	18	0.2%

Value	Count	Frequency (%)
3586	1	< 0.1%
3572	1	< 0.1%
3562	1	< 0.1%
3527	1	< 0.1%
3465	1	< 0.1%
3371	1	< 0.1%
3363	1	< 0.1%
3345	1	< 0.1%
3344	1	< 0.1%
3335	1	< 0.1%

운행시간_19시
Real number (ℝ)

ZEROS

Distinct	592
Distinct (%)	5.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	118.8293

Minimum	0
Maximum	3588
Zeros	1794
Zeros (%)	17.9%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	35
median	79
Q3	139
95-th percentile	288
Maximum	3588
Range	3588
Interquartile range (IQR)	104

Descriptive statistics

Standard deviation	247.84563
Coefficient of variation (CV)	2.0857283
Kurtosis	101.64185
Mean	118.8293
Median Absolute Deviation (MAD)	50
Skewness	9.2315905
Sum	1188293
Variance	61427.456
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1794	17.9%
43	79	0.8%
50	74	0.7%
45	71	0.7%
51	71	0.7%
42	70	0.7%
44	69	0.7%
46	67	0.7%
75	65	0.7%
55	64	0.6%
Other values (582)	7576	75.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1794	17.9%
8	1	< 0.1%
9	1	< 0.1%
10	1	< 0.1%
11	5	0.1%
12	6	0.1%
13	5	0.1%
14	11	0.1%
15	12	0.1%
16	13	0.1%

Value	Count	Frequency (%)
3588	1	< 0.1%
3587	1	< 0.1%
3576	1	< 0.1%
3507	1	< 0.1%
3492	1	< 0.1%
3459	1	< 0.1%
3455	1	< 0.1%
3446	1	< 0.1%
3417	1	< 0.1%
3393	1	< 0.1%

운행시간_20시
Real number (ℝ)

ZEROS

Distinct	547
Distinct (%)	5.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	108.7979

Minimum	0
Maximum	3501
Zeros	1867
Zeros (%)	18.7%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	31
median	72
Q3	127
95-th percentile	253
Maximum	3501
Range	3501
Interquartile range (IQR)	96

Descriptive statistics

Standard deviation	231.90498
Coefficient of variation (CV)	2.1315207
Kurtosis	101.30928
Mean	108.7979
Median Absolute Deviation (MAD)	46
Skewness	9.25932
Sum	1087979
Variance	53779.918
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1867	18.7%
55	79	0.8%
43	78	0.8%
45	76	0.8%
39	76	0.8%
60	75	0.8%
41	73	0.7%
48	71	0.7%
62	69	0.7%
47	68	0.7%
Other values (537)	7468	74.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1867	18.7%
7	1	< 0.1%
8	1	< 0.1%
9	1	< 0.1%
11	3	< 0.1%
12	6	0.1%
13	4	< 0.1%
14	14	0.1%
15	14	0.1%
16	17	0.2%

Value	Count	Frequency (%)
3501	1	< 0.1%
3421	1	< 0.1%
3381	1	< 0.1%
3352	1	< 0.1%
3338	1	< 0.1%
3308	1	< 0.1%
3215	1	< 0.1%
3160	1	< 0.1%
3130	1	< 0.1%
3119	1	< 0.1%

운행시간_21시
Real number (ℝ)

ZEROS

Distinct	526
Distinct (%)	5.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	105.6926

Minimum	0
Maximum	3594
Zeros	1919
Zeros (%)	19.2%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	30
median	69
Q3	124
95-th percentile	245.05
Maximum	3594
Range	3594
Interquartile range (IQR)	94

Descriptive statistics

Standard deviation	239.58562
Coefficient of variation (CV)	2.2668154
Kurtosis	112.31096
Mean	105.6926
Median Absolute Deviation (MAD)	46
Skewness	9.8112277
Sum	1056926
Variance	57401.267
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1919	19.2%
36	84	0.8%
35	83	0.8%
43	79	0.8%
49	76	0.8%
45	75	0.8%
38	75	0.8%
48	72	0.7%
80	70	0.7%
55	70	0.7%
Other values (516)	7397	74.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1919	19.2%
8	1	< 0.1%
9	2	< 0.1%
10	4	< 0.1%
11	7	0.1%
12	9	0.1%
13	8	0.1%
14	16	0.2%
15	17	0.2%
16	20	0.2%

Value	Count	Frequency (%)
3594	1	< 0.1%
3576	1	< 0.1%
3457	1	< 0.1%
3439	1	< 0.1%
3433	1	< 0.1%
3429	1	< 0.1%
3382	1	< 0.1%
3375	1	< 0.1%
3374	1	< 0.1%
3369	1	< 0.1%

운행시간_22시
Real number (ℝ)

ZEROS

Distinct	497
Distinct (%)	5.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	97.7097

Minimum	0
Maximum	3591
Zeros	2130
Zeros (%)	21.3%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	25
median	65
Q3	119
95-th percentile	233
Maximum	3591
Range	3591
Interquartile range (IQR)	94

Descriptive statistics

Standard deviation	222.0333
Coefficient of variation (CV)	2.2723772
Kurtosis	135.59555
Mean	97.7097
Median Absolute Deviation (MAD)	47
Skewness	10.718888
Sum	977097
Variance	49298.786
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	2130	21.3%
43	83	0.8%
36	82	0.8%
39	79	0.8%
58	78	0.8%
42	75	0.8%
38	74	0.7%
45	74	0.7%
40	72	0.7%
34	69	0.7%
Other values (487)	7184	71.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2130	21.3%
7	1	< 0.1%
9	2	< 0.1%
10	2	< 0.1%
11	4	< 0.1%
12	13	0.1%
13	10	0.1%
14	6	0.1%
15	23	0.2%
16	19	0.2%

Value	Count	Frequency (%)
3591	1	< 0.1%
3570	1	< 0.1%
3525	1	< 0.1%
3523	1	< 0.1%
3434	1	< 0.1%
3403	1	< 0.1%
3388	1	< 0.1%
3376	1	< 0.1%
3365	1	< 0.1%
3352	1	< 0.1%

운행시간_23시
Real number (ℝ)

ZEROS

Distinct	442
Distinct (%)	4.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	72.8714

Minimum	0
Maximum	3114
Zeros	3195
Zeros (%)	31.9%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	48
Q3	105
95-th percentile	211
Maximum	3114
Range	3114
Interquartile range (IQR)	105

Descriptive statistics

Standard deviation	127.74308
Coefficient of variation (CV)	1.7529934
Kurtosis	232.36555
Mean	72.8714
Median Absolute Deviation (MAD)	48
Skewness	11.990498
Sum	728714
Variance	16318.295
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	3195	31.9%
45	77	0.8%
36	75	0.8%
48	73	0.7%
32	72	0.7%
34	71	0.7%
30	67	0.7%
46	66	0.7%
40	64	0.6%
33	63	0.6%
Other values (432)	6177	61.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3195	31.9%
7	2	< 0.1%
9	1	< 0.1%
10	8	0.1%
11	9	0.1%
12	12	0.1%
13	14	0.1%
14	13	0.1%
15	25	0.2%
16	16	0.2%

Value	Count	Frequency (%)
3114	1	< 0.1%
3108	1	< 0.1%
3006	1	< 0.1%
3002	1	< 0.1%
2854	1	< 0.1%
2851	1	< 0.1%
2586	1	< 0.1%
2455	1	< 0.1%
2450	1	< 0.1%
2123	1	< 0.1%

출발_정류장_순서
Real number (ℝ)

Distinct	216
Distinct (%)	2.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	51.1565

Minimum	1
Maximum	232
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	1
5-th percentile	4
Q1	20
median	42
Q3	73
95-th percentile	131.05
Maximum	232
Range	231
Interquartile range (IQR)	53

Descriptive statistics

Standard deviation	39.681649
Coefficient of variation (CV)	0.77569124
Kurtosis	1.0422224
Mean	51.1565
Median Absolute Deviation (MAD)	25
Skewness	1.1031202
Sum	511565
Variance	1574.6333
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4	141	1.4%
16	140	1.4%
29	139	1.4%
18	136	1.4%
20	135	1.4%
3	135	1.4%
17	135	1.4%
2	134	1.3%
14	134	1.3%
6	132	1.3%
Other values (206)	8639	86.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	99	1.0%
2	134	1.3%
3	135	1.4%
4	141	1.4%
5	131	1.3%
6	132	1.3%
7	122	1.2%
8	125	1.2%
9	128	1.3%
10	122	1.2%

Value	Count	Frequency (%)
232	2	< 0.1%
230	1	< 0.1%
227	1	< 0.1%
222	2	< 0.1%
220	1	< 0.1%
218	1	< 0.1%
217	1	< 0.1%
215	2	< 0.1%
214	1	< 0.1%
213	1	< 0.1%

도착_정류장_순서
Real number (ℝ)

Distinct	216
Distinct (%)	2.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	52.1565

Minimum	2
Maximum	233
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	2
5-th percentile	5
Q1	21
median	43
Q3	74
95-th percentile	132.05
Maximum	233
Range	231
Interquartile range (IQR)	53

Descriptive statistics

Standard deviation	39.681649
Coefficient of variation (CV)	0.76081886
Kurtosis	1.0422224
Mean	52.1565
Median Absolute Deviation (MAD)	25
Skewness	1.1031202
Sum	521565
Variance	1574.6333
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
5	141	1.4%
17	140	1.4%
30	139	1.4%
19	136	1.4%
21	135	1.4%
4	135	1.4%
18	135	1.4%
3	134	1.3%
15	134	1.3%
7	132	1.3%
Other values (206)	8639	86.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2	99	1.0%
3	134	1.3%
4	135	1.4%
5	141	1.4%
6	131	1.3%
7	132	1.3%
8	122	1.2%
9	125	1.2%
10	128	1.3%
11	122	1.2%

Value	Count	Frequency (%)
233	2	< 0.1%
231	1	< 0.1%
228	1	< 0.1%
223	2	< 0.1%
221	1	< 0.1%
219	1	< 0.1%
218	1	< 0.1%
216	2	< 0.1%
215	1	< 0.1%
214	1	< 0.1%

First rows
Last rows

	기준_날짜	노선_ID	출발_정류장_ID	도착_정류장_ID	운행시간	운행시간_00시	운행시간_01시	운행시간_04시	운행시간_05시	운행시간_06시	운행시간_07시	운행시간_08시	운행시간_09시	운행시간_10시	운행시간_11시	운행시간_12시	운행시간_13시	운행시간_14시	운행시간_15시	운행시간_16시	운행시간_17시	운행시간_18시	운행시간_19시	운행시간_20시	운행시간_21시	운행시간_22시	운행시간_23시	출발_정류장_순서	도착_정류장_순서
12155	20240401	233000338	277104184	206000538	205	0	0	0	0	0	214	195	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	26	27
23402	20240401	222000181	222000161	222000918	112	114	0	0	0	112	101	102	120	97	112	97	110	116	127	122	117	101	115	112	122	122	109	55	56
25276	20240401	222000058	221000136	221000135	88	108	0	108	80	55	93	109	91	69	67	100	88	109	66	81	90	106	106	89	64	55	106	49	50
3858	20240401	238000015	238000263	238000660	45	0	0	0	49	0	38	0	60	0	0	41	0	0	49	0	0	38	0	46	0	41	0	29	30
1736	20240401	241005980	277103263	277102517	429	0	0	0	412	415	0	443	0	0	0	443	0	432	0	0	426	0	0	0	0	0	0	8	9
5619	20240401	234001738	234000437	234000372	32	0	32	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	100	101
33446	20240401	210000027	224001043	224001100	54	0	0	39	109	43	138	0	24	118	20	0	41	32	23	0	28	19	130	0	21	23	0	14	15
12902	20240401	233000140	277103528	277103317	179	0	0	0	127	166	387	151	155	150	144	158	148	160	170	183	285	199	168	147	154	172	0	40	41
1956	20240401	241005870	277103411	277103407	146	0	0	0	0	56	57	0	234	838	65	0	76	65	66	71	64	82	83	0	0	0	0	18	19
10842	20240401	234000029	221000089	221000088	78	0	0	0	0	0	57	0	0	57	0	0	95	0	0	150	0	0	53	0	0	57	0	21	22

	기준_날짜	노선_ID	출발_정류장_ID	도착_정류장_ID	운행시간	운행시간_00시	운행시간_01시	운행시간_03시	운행시간_04시	운행시간_05시	운행시간_06시	운행시간_07시	운행시간_08시	운행시간_09시	운행시간_10시	운행시간_11시	운행시간_12시	운행시간_13시	운행시간_14시	운행시간_15시	운행시간_16시	운행시간_17시	운행시간_18시	운행시간_19시	운행시간_20시	운행시간_21시	운행시간_22시	운행시간_23시	출발_정류장_순서	도착_정류장_순서
24271	20240401	222000088	277102911	122000742	69	15	0	0	0	0	13	0	96	139	46	0	51	27	0	73	87	99	0	116	95	46	0	0	39	40
28635	20240401	219000006	218000088	218000087	49	0	0	0	0	43	48	42	47	65	45	48	37	32	34	39	59	89	127	46	38	32	30	23	33	34
19431	20240401	228000394	277103440	277103678	80	0	0	0	0	0	81	74	84	83	80	0	0	0	0	0	0	0	0	0	0	0	0	0	52	53
4305	20240401	236000149	110000273	110000157	90	91	0	0	0	0	77	84	92	81	120	85	100	52	86	76	87	86	72	90	102	121	101	100	59	60
31888	20240401	212000001	211000005	211000004	102	0	0	75	112	108	96	106	106	108	101	107	104	103	100	110	102	100	106	98	98	97	94	111	48	49
3043	20240401	239000111	221000245	221000247	146	0	87	0	0	0	149	178	166	178	177	181	98	175	166	138	163	172	163	158	181	35	36	175	83	84
19960	20240401	228000184	277104184	206000577	155	0	0	0	0	0	170	197	239	191	137	129	131	136	143	131	146	148	143	140	219	126	133	128	36	37
12333	20240401	233000332	277103385	277103442	194	187	0	0	0	0	588	167	166	171	191	169	177	164	177	166	161	175	164	155	183	175	164	187	38	39
3199	20240401	239000110	222001321	222001319	111	116	0	0	0	0	147	165	0	149	53	115	114	0	104	123	131	121	0	34	112	126	130	37	74	75
11641	20240401	234000009	234000322	234000474	69	92	39	0	0	0	0	0	0	60	83	78	56	66	60	53	79	74	99	64	86	53	66	60	113	114

Overview

Variables

Common Values

Length

Common Values (Plot)

Sample