Overview

Dataset statistics

Number of variables30
Number of observations200
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory49.7 KiB
Average record size in memory254.7 B

Variable types

Numeric9
Text2
Categorical18
Boolean1

Dataset

DescriptionSample
Author(재)인천테크노파크
URLhttps://www.bigdata-telecom.kr/invoke/SOKBP2603/?goodsCode=ICTSTTNARVLPE0000001

Alerts

버스정거장유형명 has constant value ""Constant
중앙버스전용차로여부 has constant value ""Constant
종료일자 has constant value ""Constant
운행종료일자 has constant value ""Constant
버스노선연계기관구분명 has constant value ""Constant
차량번호 has constant value ""Constant
마을버스여부 has constant value ""Constant
버스정거장연계기관구분명 has constant value ""Constant
버스정거장순번 has constant value ""Constant
운행시작일자 is highly imbalanced (51.7%)Imbalance
도로혼잡도명 is highly imbalanced (62.2%)Imbalance
잔여정거장수 has 8 (4.0%) zerosZeros
도착예정초값 has 8 (4.0%) zerosZeros
버스잔여좌석수 has 22 (11.0%) zerosZeros

Reproduction

Analysis started2023-12-10 06:57:08.638215
Analysis finished2023-12-10 06:57:08.975262
Duration0.34 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

버스정거장ID
Real number (ℝ)

Distinct164
Distinct (%)82.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.6505066 × 108
Minimum1.6100011 × 108
Maximum1.6800129 × 108
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.9 KiB
2023-12-10T15:57:09.039627image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1.6100011 × 108
5-th percentile1.6100026 × 108
Q11.6400035 × 108
median1.6400058 × 108
Q31.6800086 × 108
95-th percentile1.6800127 × 108
Maximum1.6800129 × 108
Range7001182
Interquartile range (IQR)4000503.2

Descriptive statistics

Standard deviation2506025.4
Coefficient of variation (CV)0.015183371
Kurtosis-1.1514572
Mean1.6505066 × 108
Median Absolute Deviation (MAD)3000048
Skewness-0.13847929
Sum3.3010131 × 1010
Variance6.2801631 × 1012
MonotonicityNot monotonic
2023-12-10T15:57:09.170200image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
168000762 4
 
2.0%
168000885 3
 
1.5%
164000419 3
 
1.5%
168001034 3
 
1.5%
165000842 2
 
1.0%
168000856 2
 
1.0%
161000120 2
 
1.0%
161000123 2
 
1.0%
165000841 2
 
1.0%
161000456 2
 
1.0%
Other values (154) 175
87.5%
ValueCountFrequency (%)
161000111 1
0.5%
161000118 1
0.5%
161000120 2
1.0%
161000123 2
1.0%
161000124 1
0.5%
161000255 1
0.5%
161000257 1
0.5%
161000258 2
1.0%
161000309 2
1.0%
161000310 2
1.0%
ValueCountFrequency (%)
168001293 1
0.5%
168001289 1
0.5%
168001282 1
0.5%
168001280 1
0.5%
168001278 1
0.5%
168001274 1
0.5%
168001272 2
1.0%
168001270 1
0.5%
168001269 2
1.0%
168001256 1
0.5%

버스노선ID
Real number (ℝ)

Distinct35
Distinct (%)17.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.6516523 × 108
Minimum1.6500001 × 108
Maximum1.68 × 108
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.9 KiB
2023-12-10T15:57:09.326121image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1.6500001 × 108
5-th percentile1.6500001 × 108
Q11.6500007 × 108
median1.6500023 × 108
Q31.650004 × 108
95-th percentile1.68 × 108
Maximum1.68 × 108
Range2999996
Interquartile range (IQR)334

Descriptive statistics

Standard deviation685602.88
Coefficient of variation (CV)0.0041510122
Kurtosis13.607688
Mean1.6516523 × 108
Median Absolute Deviation (MAD)166.5
Skewness3.9334087
Sum3.3033045 × 1010
Variance4.7005131 × 1011
MonotonicityNot monotonic
2023-12-10T15:57:09.466930image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=35)
ValueCountFrequency (%)
165000060 19
 
9.5%
165000238 15
 
7.5%
165000230 14
 
7.0%
165000216 12
 
6.0%
165000443 12
 
6.0%
165000042 11
 
5.5%
165000388 11
 
5.5%
168000003 11
 
5.5%
165000206 9
 
4.5%
165000193 8
 
4.0%
Other values (25) 78
39.0%
ValueCountFrequency (%)
165000007 8
4.0%
165000010 2
 
1.0%
165000012 1
 
0.5%
165000020 1
 
0.5%
165000034 1
 
0.5%
165000042 11
5.5%
165000057 1
 
0.5%
165000059 6
 
3.0%
165000060 19
9.5%
165000067 1
 
0.5%
ValueCountFrequency (%)
168000003 11
5.5%
165000499 6
3.0%
165000498 4
 
2.0%
165000446 1
 
0.5%
165000443 12
6.0%
165000442 6
3.0%
165000441 6
3.0%
165000421 4
 
2.0%
165000392 6
3.0%
165000388 11
5.5%

버스정거장명
Text

Distinct140
Distinct (%)70.0%
Missing0
Missing (%)0.0%
Memory size1.7 KiB
2023-12-10T15:57:09.729661image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length16
Median length14
Mean length7.045
Min length2

Characters and Unicode

Total characters1409
Distinct characters229
Distinct categories8 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique97 ?
Unique (%)48.5%

Sample

1st row한라비발디
2nd row신명스카이뷰
3rd row동보노빌리티
4th row힐스테이트
5th row한양수자인(옆문)
ValueCountFrequency (%)
광명메이루즈 5
 
2.5%
캠퍼스타운역 5
 
2.5%
한라비발디 4
 
2.0%
청라국제도시역 4
 
2.0%
송도2동주민센터 3
 
1.5%
삼목초등학교 3
 
1.5%
인천대정문 3
 
1.5%
주거단지 3
 
1.5%
예송중학교 3
 
1.5%
연세대 3
 
1.5%
Other values (131) 165
82.1%
2023-12-10T15:57:10.136705image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
지 40
 
2.8%
스 38
 
2.7%
도 34
 
2.4%
송 29
 
2.1%
교 26
 
1.8%
라 26
 
1.8%
학 25
 
1.8%
트 24
 
1.7%
청 23
 
1.6%
2 21
 
1.5%
Other values (219) 1123
79.7%

Most occurring categories

ValueCountFrequency (%)
Other Letter 1281
90.9%
Decimal Number 66
 
4.7%
Uppercase Letter 26
 
1.8%
Open Punctuation 15
 
1.1%
Close Punctuation 15
 
1.1%
Other Punctuation 4
 
0.3%
Lowercase Letter 1
 
0.1%
Space Separator 1
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
지 40
 
3.1%
스 38
 
3.0%
도 34
 
2.7%
송 29
 
2.3%
교 26
 
2.0%
라 26
 
2.0%
학 25
 
2.0%
트 24
 
1.9%
청 23
 
1.8%
단 21
 
1.6%
Other values (195) 995
77.7%
Uppercase Letter
ValueCountFrequency (%)
S 9
34.6%
I 3
 
11.5%
K 3
 
11.5%
T 3
 
11.5%
C 2
 
7.7%
G 2
 
7.7%
L 1
 
3.8%
H 1
 
3.8%
B 1
 
3.8%
D 1
 
3.8%
Decimal Number
ValueCountFrequency (%)
2 21
31.8%
1 15
22.7%
3 11
16.7%
0 5
 
7.6%
4 5
 
7.6%
7 4
 
6.1%
5 3
 
4.5%
9 1
 
1.5%
6 1
 
1.5%
Open Punctuation
ValueCountFrequency (%)
( 15
100.0%
Close Punctuation
ValueCountFrequency (%)
) 15
100.0%
Other Punctuation
ValueCountFrequency (%)
. 4
100.0%
Lowercase Letter
ValueCountFrequency (%)
e 1
100.0%
Space Separator
ValueCountFrequency (%)
1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 1281
90.9%
Common 101
 
7.2%
Latin 27
 
1.9%

Most frequent character per script

Hangul
ValueCountFrequency (%)
지 40
 
3.1%
스 38
 
3.0%
도 34
 
2.7%
송 29
 
2.3%
교 26
 
2.0%
라 26
 
2.0%
학 25
 
2.0%
트 24
 
1.9%
청 23
 
1.8%
단 21
 
1.6%
Other values (195) 995
77.7%
Common
ValueCountFrequency (%)
2 21
20.8%
( 15
14.9%
) 15
14.9%
1 15
14.9%
3 11
10.9%
0 5
 
5.0%
4 5
 
5.0%
7 4
 
4.0%
. 4
 
4.0%
5 3
 
3.0%
Other values (3) 3
 
3.0%
Latin
ValueCountFrequency (%)
S 9
33.3%
I 3
 
11.1%
K 3
 
11.1%
T 3
 
11.1%
C 2
 
7.4%
G 2
 
7.4%
L 1
 
3.7%
H 1
 
3.7%
B 1
 
3.7%
e 1
 
3.7%

Most occurring blocks

ValueCountFrequency (%)
Hangul 1281
90.9%
ASCII 128
 
9.1%

Most frequent character per block

Hangul
ValueCountFrequency (%)
지 40
 
3.1%
스 38
 
3.0%
도 34
 
2.7%
송 29
 
2.3%
교 26
 
2.0%
라 26
 
2.0%
학 25
 
2.0%
트 24
 
1.9%
청 23
 
1.8%
단 21
 
1.6%
Other values (195) 995
77.7%
ASCII
ValueCountFrequency (%)
2 21
16.4%
( 15
11.7%
) 15
11.7%
1 15
11.7%
3 11
8.6%
S 9
 
7.0%
0 5
 
3.9%
4 5
 
3.9%
7 4
 
3.1%
. 4
 
3.1%
Other values (14) 24
18.8%

버스정거장유형명
Categorical

CONSTANT 

Distinct1
Distinct (%)0.5%
Missing0
Missing (%)0.0%
Memory size1.7 KiB
공용
200 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row공용
2nd row공용
3rd row공용
4th row공용
5th row공용

Common Values

ValueCountFrequency (%)
공용 200
100.0%

Length

2023-12-10T15:57:10.278330image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T15:57:10.409851image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
공용 200
100.0%

중앙버스전용차로여부
Categorical

CONSTANT 

Distinct1
Distinct (%)0.5%
Missing0
Missing (%)0.0%
Memory size1.7 KiB
0
200 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0
2nd row0
3rd row0
4th row0
5th row0

Common Values

ValueCountFrequency (%)
0 200
100.0%

Length

2023-12-10T15:57:10.509434image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T15:57:10.612338image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 200
100.0%

버스정거장번호
Real number (ℝ)

Distinct164
Distinct (%)82.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean46635.515
Minimum35111
Maximum92019
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.9 KiB
2023-12-10T15:57:10.715929image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum35111
5-th percentile35258
Q138352.75
median38585
Q342857.25
95-th percentile89269.05
Maximum92019
Range56908
Interquartile range (IQR)4504.5

Descriptive statistics

Standard deviation18111.173
Coefficient of variation (CV)0.38835581
Kurtosis1.7741865
Mean46635.515
Median Absolute Deviation (MAD)3060.5
Skewness1.9044159
Sum9327103
Variance3.2801459 × 108
MonotonicityNot monotonic
2023-12-10T15:57:10.843943image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
42762 4
 
2.0%
42885 3
 
1.5%
38419 3
 
1.5%
89034 3
 
1.5%
39842 2
 
1.0%
42856 2
 
1.0%
35120 2
 
1.0%
35123 2
 
1.0%
39841 2
 
1.0%
35456 2
 
1.0%
Other values (154) 175
87.5%
ValueCountFrequency (%)
35111 1
0.5%
35118 1
0.5%
35120 2
1.0%
35123 2
1.0%
35124 1
0.5%
35255 1
0.5%
35257 1
0.5%
35258 2
1.0%
35309 2
1.0%
35310 2
1.0%
ValueCountFrequency (%)
92019 1
0.5%
89293 1
0.5%
89289 1
0.5%
89282 1
0.5%
89280 1
0.5%
89278 1
0.5%
89274 1
0.5%
89272 2
1.0%
89270 1
0.5%
89269 2
1.0%

관할관청명
Categorical

Distinct4
Distinct (%)2.0%
Missing0
Missing (%)0.0%
Memory size1.7 KiB
연수구
94 
서구
72 
중구
33 
남동구
 
1

Length

Max length3
Median length2
Mean length2.475
Min length2

Unique

Unique1 ?
Unique (%)0.5%

Sample

1st row중구
2nd row중구
3rd row중구
4th row중구
5th row중구

Common Values

ValueCountFrequency (%)
연수구 94
47.0%
서구 72
36.0%
중구 33
 
16.5%
남동구 1
 
0.5%

Length

2023-12-10T15:57:10.965696image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T15:57:11.061428image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
연수구 94
47.0%
서구 72
36.0%
중구 33
 
16.5%
남동구 1
 
0.5%

시작일자
Text

Distinct89
Distinct (%)44.5%
Missing0
Missing (%)0.0%
Memory size1.7 KiB
2023-12-10T15:57:11.316127image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length19
Median length19
Mean length18.82
Min length1

Characters and Unicode

Total characters3764
Distinct characters13
Distinct categories4 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique50 ?
Unique (%)25.0%

Sample

1st row2012-08-06 00:00:00
2nd row2013-08-04 00:00:00
3rd row2013-08-01 00:00:00
4th row2012-08-06 00:00:00
5th row2014-04-23 00:00:00
ValueCountFrequency (%)
00:00:00 198
49.7%
2019-07-21 20
 
5.0%
2014-04-22 19
 
4.8%
2016-06-21 9
 
2.3%
2011-03-10 7
 
1.8%
2018-01-24 6
 
1.5%
2009-06-29 6
 
1.5%
2008-07-06 5
 
1.3%
2012-09-06 4
 
1.0%
2008-10-01 4
 
1.0%
Other values (80) 120
30.2%
2023-12-10T15:57:11.706070image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
0 1682
44.7%
- 396
 
10.5%
: 396
 
10.5%
2 364
 
9.7%
1 324
 
8.6%
198
 
5.3%
4 81
 
2.2%
6 76
 
2.0%
9 67
 
1.8%
7 66
 
1.8%
Other values (3) 114
 
3.0%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 2774
73.7%
Dash Punctuation 396
 
10.5%
Other Punctuation 396
 
10.5%
Space Separator 198
 
5.3%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
0 1682
60.6%
2 364
 
13.1%
1 324
 
11.7%
4 81
 
2.9%
6 76
 
2.7%
9 67
 
2.4%
7 66
 
2.4%
8 53
 
1.9%
3 45
 
1.6%
5 16
 
0.6%
Dash Punctuation
ValueCountFrequency (%)
- 396
100.0%
Other Punctuation
ValueCountFrequency (%)
: 396
100.0%
Space Separator
ValueCountFrequency (%)
198
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 3764
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
0 1682
44.7%
- 396
 
10.5%
: 396
 
10.5%
2 364
 
9.7%
1 324
 
8.6%
198
 
5.3%
4 81
 
2.2%
6 76
 
2.0%
9 67
 
1.8%
7 66
 
1.8%
Other values (3) 114
 
3.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 3764
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
0 1682
44.7%
- 396
 
10.5%
: 396
 
10.5%
2 364
 
9.7%
1 324
 
8.6%
198
 
5.3%
4 81
 
2.2%
6 76
 
2.0%
9 67
 
1.8%
7 66
 
1.8%
Other values (3) 114
 
3.0%

종료일자
Categorical

CONSTANT 

Distinct1
Distinct (%)0.5%
Missing0
Missing (%)0.0%
Memory size1.7 KiB
0
200 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0
2nd row0
3rd row0
4th row0
5th row0

Common Values

ValueCountFrequency (%)
0 200
100.0%

Length

2023-12-10T15:57:11.873610image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T15:57:11.970886image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 200
100.0%

버스노선명
Categorical

Distinct35
Distinct (%)17.5%
Missing0
Missing (%)0.0%
Memory size1.7 KiB
203
19 
2-1
15 
70
14 
82
 
12
103-1
 
12
Other values (30)
128 

Length

Max length6
Median length5
Mean length3.205
Min length1

Unique

Unique10 ?
Unique (%)5.0%

Sample

1st row205
2nd row205
3rd row205
4th row205
5th row205

Common Values

ValueCountFrequency (%)
203 19
 
9.5%
2-1 15
 
7.5%
70 14
 
7.0%
82 12
 
6.0%
103-1 12
 
6.0%
205 11
 
5.5%
780-2 11
 
5.5%
46 11
 
5.5%
91(순환) 9
 
4.5%
6 8
 
4.0%
Other values (25) 78
39.0%

Length

2023-12-10T15:57:12.076683image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
203 19
 
9.5%
2-1 15
 
7.5%
70 14
 
7.0%
82 12
 
6.0%
103-1 12
 
6.0%
205 11
 
5.5%
780-2 11
 
5.5%
46 11
 
5.5%
91(순환 9
 
4.5%
909 8
 
4.0%
Other values (25) 78
39.0%

버스노선유형명
Categorical

Distinct4
Distinct (%)2.0%
Missing0
Missing (%)0.0%
Memory size1.7 KiB
간선형
139 
지선형
25 
좌석형
25 
광역형
 
11

Length

Max length3
Median length3
Mean length3
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row간선형
2nd row간선형
3rd row간선형
4th row간선형
5th row간선형

Common Values

ValueCountFrequency (%)
간선형 139
69.5%
지선형 25
 
12.5%
좌석형 25
 
12.5%
광역형 11
 
5.5%

Length

2023-12-10T15:57:12.195467image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T15:57:12.297684image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
간선형 139
69.5%
지선형 25
 
12.5%
좌석형 25
 
12.5%
광역형 11
 
5.5%

인허가차량수
Real number (ℝ)

Distinct17
Distinct (%)8.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean14.005
Minimum6
Maximum42
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.9 KiB
2023-12-10T15:57:12.399026image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum6
5-th percentile7
Q110
median12
Q316
95-th percentile30
Maximum42
Range36
Interquartile range (IQR)6

Descriptive statistics

Standard deviation6.4125329
Coefficient of variation (CV)0.45787454
Kurtosis1.9975062
Mean14.005
Median Absolute Deviation (MAD)2
Skewness1.4308701
Sum2801
Variance41.120578
MonotonicityNot monotonic
2023-12-10T15:57:12.535549image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=17)
ValueCountFrequency (%)
12 53
26.5%
14 28
14.0%
10 22
11.0%
7 22
11.0%
8 16
 
8.0%
24 13
 
6.5%
30 11
 
5.5%
19 8
 
4.0%
17 6
 
3.0%
18 6
 
3.0%
Other values (7) 15
 
7.5%
ValueCountFrequency (%)
6 2
 
1.0%
7 22
11.0%
8 16
 
8.0%
10 22
11.0%
11 3
 
1.5%
12 53
26.5%
14 28
14.0%
15 1
 
0.5%
16 4
 
2.0%
17 6
 
3.0%
ValueCountFrequency (%)
42 1
 
0.5%
30 11
5.5%
27 3
 
1.5%
24 13
6.5%
20 1
 
0.5%
19 8
4.0%
18 6
3.0%
17 6
3.0%
16 4
 
2.0%
15 1
 
0.5%

버스ID
Real number (ℝ)

Distinct49
Distinct (%)24.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean7258281.9
Minimum7011820
Maximum7813214
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.9 KiB
2023-12-10T15:57:12.677353image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum7011820
5-th percentile7011820
Q17015734
median7231108
Q37331338.5
95-th percentile7813214
Maximum7813214
Range801394
Interquartile range (IQR)315604.5

Descriptive statistics

Standard deviation232601.22
Coefficient of variation (CV)0.032046319
Kurtosis-0.030834366
Mean7258281.9
Median Absolute Deviation (MAD)215127
Skewness0.78062215
Sum1.4516564 × 109
Variance5.4103327 × 1010
MonotonicityNot monotonic
2023-12-10T15:57:12.842911image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=49)
ValueCountFrequency (%)
7011820 15
 
7.5%
7813214 14
 
7.0%
7331226 11
 
5.5%
7531168 11
 
5.5%
7116274 11
 
5.5%
7015962 9
 
4.5%
7231108 8
 
4.0%
7211378 8
 
4.0%
7117513 8
 
4.0%
7331234 6
 
3.0%
Other values (39) 99
49.5%
ValueCountFrequency (%)
7011820 15
7.5%
7012215 1
 
0.5%
7012255 1
 
0.5%
7012269 5
 
2.5%
7012273 1
 
0.5%
7012292 1
 
0.5%
7012302 1
 
0.5%
7012547 1
 
0.5%
7014117 3
 
1.5%
7014312 3
 
1.5%
ValueCountFrequency (%)
7813214 14
7.0%
7531276 4
 
2.0%
7531266 3
 
1.5%
7531168 11
5.5%
7531089 3
 
1.5%
7531054 1
 
0.5%
7511055 4
 
2.0%
7331546 1
 
0.5%
7331538 6
3.0%
7331532 3
 
1.5%

운행시작일자
Categorical

IMBALANCE 

Distinct11
Distinct (%)5.5%
Missing0
Missing (%)0.0%
Memory size1.7 KiB
2019-07-22 00:00:00
136 
2019-09-06 00:00:00
32 
2019-06-30 00:00:00
 
10
2019-11-29 00:00:00
 
6
2019-09-30 00:00:00
 
4
Other values (6)
 
12

Length

Max length19
Median length19
Mean length19
Min length19

Unique

Unique3 ?
Unique (%)1.5%

Sample

1st row2019-09-06 00:00:00
2nd row2019-09-06 00:00:00
3rd row2019-09-06 00:00:00
4th row2019-09-06 00:00:00
5th row2019-09-06 00:00:00

Common Values

ValueCountFrequency (%)
2019-07-22 00:00:00 136
68.0%
2019-09-06 00:00:00 32
 
16.0%
2019-06-30 00:00:00 10
 
5.0%
2019-11-29 00:00:00 6
 
3.0%
2019-09-30 00:00:00 4
 
2.0%
2019-12-16 00:00:00 3
 
1.5%
2016-02-21 00:00:00 3
 
1.5%
2019-08-05 00:00:00 3
 
1.5%
2019-12-29 00:00:00 1
 
0.5%
2018-09-14 00:00:00 1
 
0.5%

Length

2023-12-10T15:57:12.975511image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
00:00:00 200
50.0%
2019-07-22 136
34.0%
2019-09-06 32
 
8.0%
2019-06-30 10
 
2.5%
2019-11-29 6
 
1.5%
2019-09-30 4
 
1.0%
2019-12-16 3
 
0.8%
2016-02-21 3
 
0.8%
2019-08-05 3
 
0.8%
2019-12-29 1
 
0.2%
Other values (2) 2
 
0.5%

운행종료일자
Categorical

CONSTANT 

Distinct1
Distinct (%)0.5%
Missing0
Missing (%)0.0%
Memory size1.7 KiB
0
200 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0
2nd row0
3rd row0
4th row0
5th row0

Common Values

ValueCountFrequency (%)
0 200
100.0%

Length

2023-12-10T15:57:13.089274image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T15:57:13.199712image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 200
100.0%

버스운행유형명
Categorical

Distinct3
Distinct (%)1.5%
Missing0
Missing (%)0.0%
Memory size1.7 KiB
일반형시내버스
155 
좌석형시내버스
25 
직행좌석형시내버스
20 

Length

Max length9
Median length7
Mean length7.2
Min length7

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row일반형시내버스
2nd row일반형시내버스
3rd row일반형시내버스
4th row일반형시내버스
5th row일반형시내버스

Common Values

ValueCountFrequency (%)
일반형시내버스 155
77.5%
좌석형시내버스 25
 
12.5%
직행좌석형시내버스 20
 
10.0%

Length

2023-12-10T15:57:13.324866image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T15:57:13.438079image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
일반형시내버스 155
77.5%
좌석형시내버스 25
 
12.5%
직행좌석형시내버스 20
 
10.0%

버스노선연계기관구분명
Categorical

CONSTANT 

Distinct1
Distinct (%)0.5%
Missing0
Missing (%)0.0%
Memory size1.7 KiB
인천
200 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row인천
2nd row인천
3rd row인천
4th row인천
5th row인천

Common Values

ValueCountFrequency (%)
인천 200
100.0%

Length

2023-12-10T15:57:13.540783image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T15:57:13.632303image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
인천 200
100.0%

차량번호
Categorical

CONSTANT 

Distinct1
Distinct (%)0.5%
Missing0
Missing (%)0.0%
Memory size1.7 KiB
*********
200 

Length

Max length9
Median length9
Mean length9
Min length9

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
********* 200
100.0%

Length

2023-12-10T15:57:13.729851image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T15:57:13.820900image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
200
100.0%

운수회사명
Categorical

Distinct19
Distinct (%)9.5%
Missing0
Missing (%)0.0%
Memory size1.7 KiB
영풍운수
57 
인천교통공사
27 
더월드교통
19 
동화운수
15 
강화선진버스
14 
Other values (14)
68 

Length

Max length6
Median length4
Mean length4.505
Min length4

Unique

Unique4 ?
Unique (%)2.0%

Sample

1st row영풍운수
2nd row영풍운수
3rd row영풍운수
4th row영풍운수
5th row영풍운수

Common Values

ValueCountFrequency (%)
영풍운수 57
28.5%
인천교통공사 27
13.5%
더월드교통 19
 
9.5%
동화운수 15
 
7.5%
강화선진버스 14
 
7.0%
강인여객 12
 
6.0%
신흥교통 11
 
5.5%
원진운수 11
 
5.5%
공영급행 8
 
4.0%
청룡교통 6
 
3.0%
Other values (9) 20
 
10.0%

Length

2023-12-10T15:57:13.937141image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
영풍운수 57
28.5%
인천교통공사 27
13.5%
더월드교통 19
 
9.5%
동화운수 15
 
7.5%
강화선진버스 14
 
7.0%
강인여객 12
 
6.0%
신흥교통 11
 
5.5%
원진운수 11
 
5.5%
공영급행 8
 
4.0%
인강여객 6
 
3.0%
Other values (9) 20
 
10.0%

저상버스여부
Categorical

Distinct2
Distinct (%)1.0%
Missing0
Missing (%)0.0%
Memory size1.7 KiB
0
167 
1
33 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0
2nd row0
3rd row0
4th row0
5th row0

Common Values

ValueCountFrequency (%)
0 167
83.5%
1 33
 
16.5%

Length

2023-12-10T15:57:14.064189image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T15:57:14.157829image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 167
83.5%
1 33
 
16.5%

마을버스여부
Boolean

CONSTANT 

Distinct1
Distinct (%)0.5%
Missing0
Missing (%)0.0%
Memory size332.0 B
False
200 
ValueCountFrequency (%)
False 200
100.0%
2023-12-10T15:57:14.239529image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

승차정원수
Real number (ℝ)

Distinct12
Distinct (%)6.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean43.45
Minimum25
Maximum80
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.9 KiB
2023-12-10T15:57:14.318290image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum25
5-th percentile25
Q139
median46
Q348
95-th percentile58
Maximum80
Range55
Interquartile range (IQR)9

Descriptive statistics

Standard deviation8.2081893
Coefficient of variation (CV)0.18891115
Kurtosis1.8394731
Mean43.45
Median Absolute Deviation (MAD)6
Skewness-0.1259867
Sum8690
Variance67.374372
MonotonicityNot monotonic
2023-12-10T15:57:14.652990image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=12)
ValueCountFrequency (%)
39 60
30.0%
47 42
21.0%
50 27
13.5%
25 16
 
8.0%
36 12
 
6.0%
58 11
 
5.5%
48 9
 
4.5%
51 9
 
4.5%
46 6
 
3.0%
45 5
 
2.5%
Other values (2) 3
 
1.5%
ValueCountFrequency (%)
25 16
 
8.0%
36 12
 
6.0%
39 60
30.0%
42 2
 
1.0%
45 5
 
2.5%
46 6
 
3.0%
47 42
21.0%
48 9
 
4.5%
50 27
13.5%
51 9
 
4.5%
ValueCountFrequency (%)
80 1
 
0.5%
58 11
 
5.5%
51 9
 
4.5%
50 27
13.5%
48 9
 
4.5%
47 42
21.0%
46 6
 
3.0%
45 5
 
2.5%
42 2
 
1.0%
39 60
30.0%

버스정거장연계기관구분명
Categorical

CONSTANT 

Distinct1
Distinct (%)0.5%
Missing0
Missing (%)0.0%
Memory size1.7 KiB
인천
200 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row인천
2nd row인천
3rd row인천
4th row인천
5th row인천

Common Values

ValueCountFrequency (%)
인천 200
100.0%

Length

2023-12-10T15:57:14.751883image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T15:57:14.831040image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
인천 200
100.0%

수집일시
Categorical

Distinct6
Distinct (%)3.0%
Missing0
Missing (%)0.0%
Memory size1.7 KiB
2019-12-23 06:50:11
85 
2019-12-23 06:50:14
56 
2019-12-23 06:50:09
20 
2019-12-23 06:57:17
19 
2019-12-23 06:57:15
18 

Length

Max length19
Median length19
Mean length19
Min length19

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2019-12-23 06:57:15
2nd row2019-12-23 06:57:15
3rd row2019-12-23 06:57:15
4th row2019-12-23 06:57:15
5th row2019-12-23 06:57:15

Common Values

ValueCountFrequency (%)
2019-12-23 06:50:11 85
42.5%
2019-12-23 06:50:14 56
28.0%
2019-12-23 06:50:09 20
 
10.0%
2019-12-23 06:57:17 19
 
9.5%
2019-12-23 06:57:15 18
 
9.0%
2019-12-23 06:50:15 2
 
1.0%

Length

2023-12-10T15:57:14.915481image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T15:57:15.014495image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2019-12-23 200
50.0%
06:50:11 85
21.2%
06:50:14 56
 
14.0%
06:50:09 20
 
5.0%
06:57:17 19
 
4.8%
06:57:15 18
 
4.5%
06:50:15 2
 
0.5%

잔여정거장수
Real number (ℝ)

ZEROS 

Distinct31
Distinct (%)15.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean7.18
Minimum0
Maximum39
Zeros8
Zeros (%)4.0%
Negative0
Negative (%)0.0%
Memory size1.9 KiB
2023-12-10T15:57:15.128568image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile1
Q13
median5
Q310
95-th percentile22.05
Maximum39
Range39
Interquartile range (IQR)7

Descriptive statistics

Standard deviation6.7166335
Coefficient of variation (CV)0.93546428
Kurtosis4.8886979
Mean7.18
Median Absolute Deviation (MAD)3
Skewness2.0057546
Sum1436
Variance45.113166
MonotonicityNot monotonic
2023-12-10T15:57:15.270661image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=31)
ValueCountFrequency (%)
3 21
10.5%
2 19
9.5%
1 19
9.5%
4 18
 
9.0%
5 17
 
8.5%
6 14
 
7.0%
7 14
 
7.0%
8 12
 
6.0%
11 10
 
5.0%
10 9
 
4.5%
Other values (21) 47
23.5%
ValueCountFrequency (%)
0 8
 
4.0%
1 19
9.5%
2 19
9.5%
3 21
10.5%
4 18
9.0%
5 17
8.5%
6 14
7.0%
7 14
7.0%
8 12
6.0%
9 7
 
3.5%
ValueCountFrequency (%)
39 1
0.5%
35 1
0.5%
30 1
0.5%
29 1
0.5%
28 1
0.5%
27 1
0.5%
26 1
0.5%
25 1
0.5%
24 1
0.5%
23 1
0.5%

버스정거장순번
Categorical

CONSTANT 

Distinct1
Distinct (%)0.5%
Missing0
Missing (%)0.0%
Memory size1.7 KiB
0
200 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0
2nd row0
3rd row0
4th row0
5th row0

Common Values

ValueCountFrequency (%)
0 200
100.0%

Length

2023-12-10T15:57:15.392998image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T15:57:15.481773image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 200
100.0%

도착예정초값
Real number (ℝ)

ZEROS 

Distinct178
Distinct (%)89.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean688.905
Minimum0
Maximum2838
Zeros8
Zeros (%)4.0%
Negative0
Negative (%)0.0%
Memory size1.9 KiB
2023-12-10T15:57:15.593174image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile22.35
Q1224.25
median494
Q3918.75
95-th percentile2178.6
Maximum2838
Range2838
Interquartile range (IQR)694.5

Descriptive statistics

Standard deviation655.94952
Coefficient of variation (CV)0.95216252
Kurtosis1.131105
Mean688.905
Median Absolute Deviation (MAD)303.5
Skewness1.3604911
Sum137781
Variance430269.77
MonotonicityNot monotonic
2023-12-10T15:57:15.755513image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 8
 
4.0%
240 4
 
2.0%
60 3
 
1.5%
420 2
 
1.0%
797 2
 
1.0%
103 2
 
1.0%
960 2
 
1.0%
292 2
 
1.0%
780 2
 
1.0%
180 2
 
1.0%
Other values (168) 171
85.5%
ValueCountFrequency (%)
0 8
4.0%
3 1
 
0.5%
10 1
 
0.5%
23 1
 
0.5%
38 1
 
0.5%
44 1
 
0.5%
46 1
 
0.5%
54 1
 
0.5%
59 1
 
0.5%
60 3
 
1.5%
ValueCountFrequency (%)
2838 1
0.5%
2649 1
0.5%
2623 1
0.5%
2562 1
0.5%
2436 1
0.5%
2399 1
0.5%
2333 1
0.5%
2252 1
0.5%
2237 1
0.5%
2190 1
0.5%

도로혼잡도명
Categorical

IMBALANCE 

Distinct4
Distinct (%)2.0%
Missing0
Missing (%)0.0%
Memory size1.7 KiB
여유
165 
<NA>
32 
보통
 
2
혼잡
 
1

Length

Max length4
Median length2
Mean length2.32
Min length2

Unique

Unique1 ?
Unique (%)0.5%

Sample

1st row<NA>
2nd row<NA>
3rd row<NA>
4th row<NA>
5th row<NA>

Common Values

ValueCountFrequency (%)
여유 165
82.5%
<NA> 32
 
16.0%
보통 2
 
1.0%
혼잡 1
 
0.5%

Length

2023-12-10T15:57:15.904400image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T15:57:16.014576image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
여유 165
82.5%
na 32
 
16.0%
보통 2
 
1.0%
혼잡 1
 
0.5%

버스잔여좌석수
Real number (ℝ)

ZEROS 

Distinct6
Distinct (%)3.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean216.18
Minimum0
Maximum255
Zeros22
Zeros (%)11.0%
Negative0
Negative (%)0.0%
Memory size1.9 KiB
2023-12-10T15:57:16.115028image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q1255
median255
Q3255
95-th percentile255
Maximum255
Range255
Interquartile range (IQR)0

Descriptive statistics

Standard deviation89.477083
Coefficient of variation (CV)0.41390084
Kurtosis1.6543142
Mean216.18
Median Absolute Deviation (MAD)0
Skewness-1.8957327
Sum43236
Variance8006.1483
MonotonicityNot monotonic
2023-12-10T15:57:16.219877image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=6)
ValueCountFrequency (%)
255 168
84.0%
0 22
 
11.0%
38 4
 
2.0%
44 3
 
1.5%
39 2
 
1.0%
34 1
 
0.5%
ValueCountFrequency (%)
0 22
 
11.0%
34 1
 
0.5%
38 4
 
2.0%
39 2
 
1.0%
44 3
 
1.5%
255 168
84.0%
ValueCountFrequency (%)
255 168
84.0%
44 3
 
1.5%
39 2
 
1.0%
38 4
 
2.0%
34 1
 
0.5%
0 22
 
11.0%

버스상하행구분명
Categorical

Distinct3
Distinct (%)1.5%
Missing0
Missing (%)0.0%
Memory size1.7 KiB
상행
92 
하행
86 
<NA>
22 

Length

Max length4
Median length2
Mean length2.22
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row<NA>
2nd row<NA>
3rd row<NA>
4th row<NA>
5th row<NA>

Common Values

ValueCountFrequency (%)
상행 92
46.0%
하행 86
43.0%
<NA> 22
 
11.0%

Length

2023-12-10T15:57:16.350865image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T15:57:16.465283image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
상행 92
46.0%
하행 86
43.0%
na 22
 
11.0%

Sample

버스정거장ID버스노선ID버스정거장명버스정거장유형명중앙버스전용차로여부버스정거장번호관할관청명시작일자종료일자버스노선명버스노선유형명인허가차량수버스ID운행시작일자운행종료일자버스운행유형명버스노선연계기관구분명차량번호운수회사명저상버스여부마을버스여부승차정원수버스정거장연계기관구분명수집일시잔여정거장수버스정거장순번도착예정초값도로혼잡도명버스잔여좌석수버스상하행구분명
0161000460168000003한라비발디공용035460중구2012-08-06 00:00:000205간선형773312352019-09-06 00:00:000일반형시내버스인천*********영풍운수0N39인천2019-12-23 06:57:1550180<NA>0<NA>
1161000456168000003신명스카이뷰공용035456중구2013-08-04 00:00:000205간선형773312352019-09-06 00:00:000일반형시내버스인천*********영풍운수0N39인천2019-12-23 06:57:15110900<NA>0<NA>
2161000489168000003동보노빌리티공용035489중구2013-08-01 00:00:000205간선형773312352019-09-06 00:00:000일반형시내버스인천*********영풍운수0N39인천2019-12-23 06:57:15100900<NA>0<NA>
3161000458168000003힐스테이트공용035458중구2012-08-06 00:00:000205간선형773312352019-09-06 00:00:000일반형시내버스인천*********영풍운수0N39인천2019-12-23 06:57:1560240<NA>0<NA>
4161000537168000003한양수자인(옆문)공용035537중구2014-04-23 00:00:000205간선형773312352019-09-06 00:00:000일반형시내버스인천*********영풍운수0N39인천2019-12-23 06:57:151301080<NA>0<NA>
5168001269165000499베어즈베스트골프장공용089269서구2018-01-24 00:00:000702지선형873315382019-06-30 00:00:000일반형시내버스인천*********인천교통공사1N50인천2019-12-23 06:57:15801850여유255상행
6168001272165000499비지니스센터공용089272서구2018-01-24 00:00:000702지선형873315382019-06-30 00:00:000일반형시내버스인천*********인천교통공사1N50인천2019-12-23 06:57:15701565여유255상행
7168001293165000499국제금융단지공용089293서구2018-04-12 00:00:000702지선형873315382019-06-30 00:00:000일반형시내버스인천*********인천교통공사1N50인천2019-12-23 06:57:15601401여유255상행
8168001280165000499청람초등학교공용089280서구2018-01-24 00:00:000702지선형873315382019-06-30 00:00:000일반형시내버스인천*********인천교통공사1N50인천2019-12-23 06:57:15401135여유255상행
9168001282165000499청라초등학교공용089282서구2018-01-24 00:00:000702지선형873315382019-06-30 00:00:000일반형시내버스인천*********인천교통공사1N50인천2019-12-23 06:57:15301005여유255상행
버스정거장ID버스노선ID버스정거장명버스정거장유형명중앙버스전용차로여부버스정거장번호관할관청명시작일자종료일자버스노선명버스노선유형명인허가차량수버스ID운행시작일자운행종료일자버스운행유형명버스노선연계기관구분명차량번호운수회사명저상버스여부마을버스여부승차정원수버스정거장연계기관구분명수집일시잔여정거장수버스정거장순번도착예정초값도로혼잡도명버스잔여좌석수버스상하행구분명
190168000989165000238제일풍경채2차331동앞공용042989서구2018-03-02 00:00:0002-1간선형1270118202019-07-22 00:00:000일반형시내버스인천*********동화운수0N50인천2019-12-23 06:50:1480579여유255하행
191168000921165000238남광하우스토리공용042921서구2012-04-01 00:00:0002-1간선형1270118202019-07-22 00:00:000일반형시내버스인천*********동화운수0N50인천2019-12-23 06:50:14100693여유255하행
192168001216165000238경명초등학교공용089216서구2016-11-01 00:00:0002-1간선형1270118202019-07-22 00:00:000일반형시내버스인천*********동화운수0N50인천2019-12-23 06:50:14110811여유255하행
193168000764165000238웰카운티1차공용042764서구2010-09-02 00:00:0002-1간선형1270118202019-07-22 00:00:000일반형시내버스인천*********동화운수0N50인천2019-12-23 06:50:1450324여유255하행
194165000918165000421극지연구소공용039918연수구2019-07-21 00:00:0001302광역형1275312762019-09-30 00:00:000직행좌석형시내버스인천*********더월드교통0N45인천2019-12-23 06:50:141402190<NA>38하행
195165000841165000421글로벌캠퍼스푸르지오공용039841연수구2019-07-21 00:00:0001302광역형1275312762019-09-30 00:00:000직행좌석형시내버스인천*********더월드교통0N45인천2019-12-23 06:50:141201844<NA>38하행
196165000725165000421연세대공용039725연수구2019-07-21 00:00:0001302광역형1275312762019-09-30 00:00:000직행좌석형시내버스인천*********더월드교통0N45인천2019-12-23 06:50:141001535<NA>38하행
197165000842165000421송도더샵그린스퀘어공용039842연수구2019-07-21 00:00:0001302광역형1275312762019-09-30 00:00:000직행좌석형시내버스인천*********더월드교통0N45인천2019-12-23 06:50:141301977<NA>38하행
198165001019165000223더샵센트럴시티205동공용092019연수구2019-07-21 00:00:00092(순환)지선형1470149312019-07-22 00:00:000일반형시내버스인천*********인천교통공사0N25인천2019-12-23 06:50:151060<NA>0<NA>
199168000762165000441광명메이루즈공용042762서구2011-03-10 00:00:00043간선형1873310702019-07-22 00:00:000일반형시내버스인천*********청룡교통0N47인천2019-12-23 06:50:15000여유255하행