Overview

Dataset statistics

Number of variables10
Number of observations418
Missing cells2
Missing cells (%)< 0.1%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory34.0 KiB
Average record size in memory83.3 B

Variable types

Numeric3
Text3
Categorical4

Dataset

Description충청북도 음성군의 버스정류장 현황에 관련된 데이터입니다. 정류장명, 주소, 버스노선, 위도와 경도, 버스 승강장 유형, BIT설치유형에 관한 정보를 담고 있습니다.
URLhttps://www.data.go.kr/data/15116426/fileData.do

Alerts

데이터기준일자 has constant value ""Constant
버스 승강장 유형 is highly imbalanced (56.2%)Imbalance
버스정보안내전광판설치유형 is highly imbalanced (90.2%)Imbalance
연번 has unique valuesUnique
주소 has unique valuesUnique

Reproduction

Analysis started2023-12-12 04:53:21.294431
Analysis finished2023-12-12 04:53:23.170304
Duration1.88 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

연번
Real number (ℝ)

UNIQUE 

Distinct418
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean209.5
Minimum1
Maximum418
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size3.8 KiB
2023-12-12T13:53:23.250113image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile21.85
Q1105.25
median209.5
Q3313.75
95-th percentile397.15
Maximum418
Range417
Interquartile range (IQR)208.5

Descriptive statistics

Standard deviation120.81046
Coefficient of variation (CV)0.5766609
Kurtosis-1.2
Mean209.5
Median Absolute Deviation (MAD)104.5
Skewness0
Sum87571
Variance14595.167
MonotonicityStrictly increasing
2023-12-12T13:53:23.416988image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1 1
 
0.2%
315 1
 
0.2%
287 1
 
0.2%
286 1
 
0.2%
285 1
 
0.2%
284 1
 
0.2%
283 1
 
0.2%
282 1
 
0.2%
281 1
 
0.2%
280 1
 
0.2%
Other values (408) 408
97.6%
ValueCountFrequency (%)
1 1
0.2%
2 1
0.2%
3 1
0.2%
4 1
0.2%
5 1
0.2%
6 1
0.2%
7 1
0.2%
8 1
0.2%
9 1
0.2%
10 1
0.2%
ValueCountFrequency (%)
418 1
0.2%
417 1
0.2%
416 1
0.2%
415 1
0.2%
414 1
0.2%
413 1
0.2%
412 1
0.2%
411 1
0.2%
410 1
0.2%
409 1
0.2%

정류장명
Text

Distinct363
Distinct (%)86.8%
Missing0
Missing (%)0.0%
Memory size3.4 KiB
2023-12-12T13:53:23.688921image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length19
Median length17
Mean length7.8253589
Min length2

Characters and Unicode

Total characters3271
Distinct characters226
Distinct categories7 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique315 ?
Unique (%)75.4%

Sample

1st row한벌리
2nd row신천리
3rd row포란재아파트(보건소방면)
4th row포란재아파트(하당리방면)
5th row예술회관
ValueCountFrequency (%)
방면 11
 
2.5%
소방산업기술원 4
 
0.9%
상노리 4
 
0.9%
두성리 4
 
0.9%
문촌1리 3
 
0.7%
문촌3리 3
 
0.7%
한국소비자원 3
 
0.7%
구안리 2
 
0.5%
비산4리 2
 
0.5%
차평리 2
 
0.5%
Other values (359) 399
91.3%
2023-12-12T13:53:24.173865image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
리 436
 
13.3%
) 190
 
5.8%
( 190
 
5.8%
방 182
 
5.6%
면 174
 
5.3%
1 128
 
3.9%
2 107
 
3.3%
산 49
 
1.5%
용 46
 
1.4%
3 40
 
1.2%
Other values (216) 1729
52.9%

Most occurring categories

ValueCountFrequency (%)
Other Letter 2503
76.5%
Decimal Number 314
 
9.6%
Close Punctuation 190
 
5.8%
Open Punctuation 190
 
5.8%
Other Punctuation 35
 
1.1%
Uppercase Letter 20
 
0.6%
Space Separator 19
 
0.6%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
리 436
 
17.4%
방 182
 
7.3%
면 174
 
7.0%
산 49
 
2.0%
용 46
 
1.8%
소 39
 
1.6%
정 38
 
1.5%
아 36
 
1.4%
성 36
 
1.4%
천 35
 
1.4%
Other values (199) 1432
57.2%
Decimal Number
ValueCountFrequency (%)
1 128
40.8%
2 107
34.1%
3 40
 
12.7%
4 27
 
8.6%
5 6
 
1.9%
6 6
 
1.9%
Uppercase Letter
ValueCountFrequency (%)
C 10
50.0%
K 4
 
20.0%
S 3
 
15.0%
L 1
 
5.0%
T 1
 
5.0%
H 1
 
5.0%
Other Punctuation
ValueCountFrequency (%)
. 29
82.9%
, 6
 
17.1%
Close Punctuation
ValueCountFrequency (%)
) 190
100.0%
Open Punctuation
ValueCountFrequency (%)
( 190
100.0%
Space Separator
ValueCountFrequency (%)
19
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 2503
76.5%
Common 748
 
22.9%
Latin 20
 
0.6%

Most frequent character per script

Hangul
ValueCountFrequency (%)
리 436
 
17.4%
방 182
 
7.3%
면 174
 
7.0%
산 49
 
2.0%
용 46
 
1.8%
소 39
 
1.6%
정 38
 
1.5%
아 36
 
1.4%
성 36
 
1.4%
천 35
 
1.4%
Other values (199) 1432
57.2%
Common
ValueCountFrequency (%)
) 190
25.4%
( 190
25.4%
1 128
17.1%
2 107
14.3%
3 40
 
5.3%
. 29
 
3.9%
4 27
 
3.6%
19
 
2.5%
5 6
 
0.8%
6 6
 
0.8%
Latin
ValueCountFrequency (%)
C 10
50.0%
K 4
 
20.0%
S 3
 
15.0%
L 1
 
5.0%
T 1
 
5.0%
H 1
 
5.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 2503
76.5%
ASCII 768
 
23.5%

Most frequent character per block

Hangul
ValueCountFrequency (%)
리 436
 
17.4%
방 182
 
7.3%
면 174
 
7.0%
산 49
 
2.0%
용 46
 
1.8%
소 39
 
1.6%
정 38
 
1.5%
아 36
 
1.4%
성 36
 
1.4%
천 35
 
1.4%
Other values (199) 1432
57.2%
ASCII
ValueCountFrequency (%)
) 190
24.7%
( 190
24.7%
1 128
16.7%
2 107
13.9%
3 40
 
5.2%
. 29
 
3.8%
4 27
 
3.5%
19
 
2.5%
C 10
 
1.3%
5 6
 
0.8%
Other values (7) 22
 
2.9%

주소
Text

UNIQUE 

Distinct418
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size3.4 KiB
2023-12-12T13:53:24.621578image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length25
Median length24
Mean length22.392344
Min length20

Characters and Unicode

Total characters9360
Distinct characters119
Distinct categories4 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique418 ?
Unique (%)100.0%

Sample

1st row충청북도 음성군 음성읍 한벌2리 123-3
2nd row충청북도 음성군 음성읍 신천리 105-4
3rd row충청북도 음성군 음성읍 신천리 192-1
4th row충청북도 음성군 음성읍 신천리 181-1
5th row충청북도 음성군 음성읍 읍내리 871
ValueCountFrequency (%)
충청북도 418
20.0%
음성군 418
20.0%
금왕읍 64
 
3.1%
맹동면 62
 
3.0%
음성읍 60
 
2.9%
삼성면 46
 
2.2%
원남면 44
 
2.1%
소이면 39
 
1.9%
감곡면 39
 
1.9%
대소면 34
 
1.6%
Other values (656) 868
41.5%
2023-12-12T13:53:25.155497image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
1674
17.9%
성 580
 
6.2%
음 483
 
5.2%
1 439
 
4.7%
도 428
 
4.6%
청 425
 
4.5%
충 422
 
4.5%
군 418
 
4.5%
북 418
 
4.5%
리 418
 
4.5%
Other values (109) 3655
39.0%

Most occurring categories

ValueCountFrequency (%)
Other Letter 5460
58.3%
Decimal Number 1892
 
20.2%
Space Separator 1674
 
17.9%
Dash Punctuation 334
 
3.6%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
성 580
10.6%
음 483
 
8.8%
도 428
 
7.8%
청 425
 
7.8%
충 422
 
7.7%
군 418
 
7.7%
북 418
 
7.7%
리 418
 
7.7%
면 294
 
5.4%
읍 131
 
2.4%
Other values (97) 1443
26.4%
Decimal Number
ValueCountFrequency (%)
1 439
23.2%
2 320
16.9%
3 234
12.4%
4 206
10.9%
5 147
 
7.8%
6 140
 
7.4%
8 111
 
5.9%
7 105
 
5.5%
0 99
 
5.2%
9 91
 
4.8%
Space Separator
ValueCountFrequency (%)
1674
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 334
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 5460
58.3%
Common 3900
41.7%

Most frequent character per script

Hangul
ValueCountFrequency (%)
성 580
10.6%
음 483
 
8.8%
도 428
 
7.8%
청 425
 
7.8%
충 422
 
7.7%
군 418
 
7.7%
북 418
 
7.7%
리 418
 
7.7%
면 294
 
5.4%
읍 131
 
2.4%
Other values (97) 1443
26.4%
Common
ValueCountFrequency (%)
1674
42.9%
1 439
 
11.3%
- 334
 
8.6%
2 320
 
8.2%
3 234
 
6.0%
4 206
 
5.3%
5 147
 
3.8%
6 140
 
3.6%
8 111
 
2.8%
7 105
 
2.7%
Other values (2) 190
 
4.9%

Most occurring blocks

ValueCountFrequency (%)
Hangul 5460
58.3%
ASCII 3900
41.7%

Most frequent character per block

ASCII
ValueCountFrequency (%)
1674
42.9%
1 439
 
11.3%
- 334
 
8.6%
2 320
 
8.2%
3 234
 
6.0%
4 206
 
5.3%
5 147
 
3.8%
6 140
 
3.6%
8 111
 
2.8%
7 105
 
2.7%
Other values (2) 190
 
4.9%
Hangul
ValueCountFrequency (%)
성 580
10.6%
음 483
 
8.8%
도 428
 
7.8%
청 425
 
7.8%
충 422
 
7.7%
군 418
 
7.7%
북 418
 
7.7%
리 418
 
7.7%
면 294
 
5.4%
읍 131
 
2.4%
Other values (97) 1443
26.4%

버스노선
Text

Distinct371
Distinct (%)89.2%
Missing2
Missing (%)0.5%
Memory size3.4 KiB
2023-12-12T13:53:25.431051image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length28
Median length26
Mean length10.766827
Min length3

Characters and Unicode

Total characters4479
Distinct characters246
Distinct categories9 ?
Distinct scripts3 ?
Distinct blocks3 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique335 ?
Unique (%)80.5%

Sample

1st row음성-한벌리-충주
2nd row음성-신천리-청주
3rd row원남-포란재아파트-음성
4th row음성-포란재아파트-원남
5th row금왕-성심병원-읍내리
ValueCountFrequency (%)
미기재 5
 
1.2%
소방산업기술원 4
 
0.9%
한국소비자원 3
 
0.7%
음성-신천1리-금왕 3
 
0.7%
음성-구안리-괴산 3
 
0.7%
쌍용예가아파트 3
 
0.7%
2단지 3
 
0.7%
충주-월정리-감곡 2
 
0.5%
장호원-주천리-생극 2
 
0.5%
중동리-봉전1리-갑산리 2
 
0.5%
Other values (372) 400
93.0%
2023-12-12T13:53:25.963671image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
- 721
 
16.1%
리 461
 
10.3%
성 174
 
3.9%
1 105
 
2.3%
2 105
 
2.3%
음 103
 
2.3%
소 103
 
2.3%
대 98
 
2.2%
금 89
 
2.0%
왕 86
 
1.9%
Other values (236) 2434
54.3%

Most occurring categories

ValueCountFrequency (%)
Other Letter 3325
74.2%
Dash Punctuation 721
 
16.1%
Decimal Number 285
 
6.4%
Open Punctuation 43
 
1.0%
Close Punctuation 43
 
1.0%
Other Punctuation 37
 
0.8%
Space Separator 14
 
0.3%
Uppercase Letter 7
 
0.2%
Lowercase Letter 4
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
리 461
 
13.9%
성 174
 
5.2%
음 103
 
3.1%
소 103
 
3.1%
대 98
 
2.9%
금 89
 
2.7%
왕 86
 
2.6%
산 85
 
2.6%
삼 79
 
2.4%
동 68
 
2.0%
Other values (212) 1979
59.5%
Decimal Number
ValueCountFrequency (%)
1 105
36.8%
2 105
36.8%
3 46
16.1%
4 18
 
6.3%
5 6
 
2.1%
6 4
 
1.4%
0 1
 
0.4%
Uppercase Letter
ValueCountFrequency (%)
C 2
28.6%
H 1
14.3%
L 1
14.3%
T 1
14.3%
P 1
14.3%
A 1
14.3%
Other Punctuation
ValueCountFrequency (%)
. 25
67.6%
, 9
 
24.3%
· 2
 
5.4%
' 1
 
2.7%
Lowercase Letter
ValueCountFrequency (%)
c 2
50.0%
k 1
25.0%
s 1
25.0%
Dash Punctuation
ValueCountFrequency (%)
- 721
100.0%
Open Punctuation
ValueCountFrequency (%)
( 43
100.0%
Close Punctuation
ValueCountFrequency (%)
) 43
100.0%
Space Separator
ValueCountFrequency (%)
14
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 3325
74.2%
Common 1143
 
25.5%
Latin 11
 
0.2%

Most frequent character per script

Hangul
ValueCountFrequency (%)
리 461
 
13.9%
성 174
 
5.2%
음 103
 
3.1%
소 103
 
3.1%
대 98
 
2.9%
금 89
 
2.7%
왕 86
 
2.6%
산 85
 
2.6%
삼 79
 
2.4%
동 68
 
2.0%
Other values (212) 1979
59.5%
Common
ValueCountFrequency (%)
- 721
63.1%
1 105
 
9.2%
2 105
 
9.2%
3 46
 
4.0%
( 43
 
3.8%
) 43
 
3.8%
. 25
 
2.2%
4 18
 
1.6%
14
 
1.2%
, 9
 
0.8%
Other values (5) 14
 
1.2%
Latin
ValueCountFrequency (%)
C 2
18.2%
c 2
18.2%
k 1
9.1%
s 1
9.1%
H 1
9.1%
L 1
9.1%
T 1
9.1%
P 1
9.1%
A 1
9.1%

Most occurring blocks

ValueCountFrequency (%)
Hangul 3325
74.2%
ASCII 1152
 
25.7%
None 2
 
< 0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
- 721
62.6%
1 105
 
9.1%
2 105
 
9.1%
3 46
 
4.0%
( 43
 
3.7%
) 43
 
3.7%
. 25
 
2.2%
4 18
 
1.6%
14
 
1.2%
, 9
 
0.8%
Other values (13) 23
 
2.0%
Hangul
ValueCountFrequency (%)
리 461
 
13.9%
성 174
 
5.2%
음 103
 
3.1%
소 103
 
3.1%
대 98
 
2.9%
금 89
 
2.7%
왕 86
 
2.6%
산 85
 
2.6%
삼 79
 
2.4%
동 68
 
2.0%
Other values (212) 1979
59.5%
None
ValueCountFrequency (%)
· 2
100.0%

위도
Real number (ℝ)

Distinct415
Distinct (%)99.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean36.967492
Minimum36.837049
Maximum37.149546
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size3.8 KiB
2023-12-12T13:53:26.162060image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum36.837049
5-th percentile36.881269
Q136.916106
median36.958931
Q337.007908
95-th percentile37.109495
Maximum37.149546
Range0.31249665
Interquartile range (IQR)0.091801983

Descriptive statistics

Standard deviation0.064556961
Coefficient of variation (CV)0.0017463171
Kurtosis-0.18932573
Mean36.967492
Median Absolute Deviation (MAD)0.043821415
Skewness0.59374929
Sum15452.412
Variance0.0041676012
MonotonicityNot monotonic
2023-12-12T13:53:26.346444image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
36.88193484 3
 
0.7%
36.98971473 2
 
0.5%
36.94399827 1
 
0.2%
36.97746986 1
 
0.2%
36.97933184 1
 
0.2%
36.95632008 1
 
0.2%
36.94873639 1
 
0.2%
36.97599303 1
 
0.2%
36.96213986 1
 
0.2%
36.95503785 1
 
0.2%
Other values (405) 405
96.9%
ValueCountFrequency (%)
36.83704932 1
0.2%
36.84220079 1
0.2%
36.84296858 1
0.2%
36.84985318 1
0.2%
36.85013301 1
0.2%
36.85669157 1
0.2%
36.85684667 1
0.2%
36.85968315 1
0.2%
36.86241098 1
0.2%
36.86896784 1
0.2%
ValueCountFrequency (%)
37.14954597 1
0.2%
37.14324722 1
0.2%
37.12382411 1
0.2%
37.12180549 1
0.2%
37.12155195 1
0.2%
37.11974039 1
0.2%
37.11894681 1
0.2%
37.11854928 1
0.2%
37.11717817 1
0.2%
37.11664742 1
0.2%

경도
Real number (ℝ)

Distinct415
Distinct (%)99.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean127.6012
Minimum127.44948
Maximum127.79268
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size3.8 KiB
2023-12-12T13:53:26.546373image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum127.44948
5-th percentile127.47644
Q1127.53945
median127.59781
Q3127.65686
95-th percentile127.75253
Maximum127.79268
Range0.343193
Interquartile range (IQR)0.11740875

Descriptive statistics

Standard deviation0.082205916
Coefficient of variation (CV)0.00064424094
Kurtosis-0.76044907
Mean127.6012
Median Absolute Deviation (MAD)0.05905355
Skewness0.27481725
Sum53337.301
Variance0.0067578127
MonotonicityNot monotonic
2023-12-12T13:53:26.728662image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
127.6568609 3
 
0.7%
127.5681368 2
 
0.5%
127.7186594 1
 
0.2%
127.4683748 1
 
0.2%
127.4819081 1
 
0.2%
127.4725302 1
 
0.2%
127.4495428 1
 
0.2%
127.4913093 1
 
0.2%
127.4949948 1
 
0.2%
127.5055292 1
 
0.2%
Other values (405) 405
96.9%
ValueCountFrequency (%)
127.4494831 1
0.2%
127.4495428 1
0.2%
127.4520214 1
0.2%
127.4525194 1
0.2%
127.4546708 1
0.2%
127.4571526 1
0.2%
127.4572356 1
0.2%
127.4597467 1
0.2%
127.4605704 1
0.2%
127.4659301 1
0.2%
ValueCountFrequency (%)
127.7926761 1
0.2%
127.7842907 1
0.2%
127.7805368 1
0.2%
127.7798851 1
0.2%
127.7752065 1
0.2%
127.7742746 1
0.2%
127.7728665 1
0.2%
127.7706839 1
0.2%
127.765291 1
0.2%
127.7648045 1
0.2%

버스 승강장 유형
Categorical

IMBALANCE 

Distinct4
Distinct (%)1.0%
Missing0
Missing (%)0.0%
Memory size3.4 KiB
강화유리
340 
조적조
60 
도시형
 
13
기타
 
5

Length

Max length4
Median length4
Mean length3.8014354
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
강화유리 340
81.3%
조적조 60
 
14.4%
도시형 13
 
3.1%
기타 5
 
1.2%

Length

2023-12-12T13:53:26.920413image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T13:53:27.048453image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
강화유리 340
81.3%
조적조 60
 
14.4%
도시형 13
 
3.1%
기타 5
 
1.2%

태양광조명설치정보
Categorical

Distinct3
Distinct (%)0.7%
Missing0
Missing (%)0.0%
Memory size3.4 KiB
미설치
321 
LED 20W
82 
LED 24W
 
15

Length

Max length7
Median length3
Mean length3.9282297
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row미설치
2nd row미설치
3rd row미설치
4th row미설치
5th rowLED 24W

Common Values

ValueCountFrequency (%)
미설치 321
76.8%
LED 20W 82
 
19.6%
LED 24W 15
 
3.6%

Length

2023-12-12T13:53:27.554629image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T13:53:27.692573image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
미설치 321
62.3%
led 97
 
18.8%
20w 82
 
15.9%
24w 15
 
2.9%

버스정보안내전광판설치유형
Categorical

IMBALANCE 

Distinct5
Distinct (%)1.2%
Missing0
Missing (%)0.0%
Memory size3.4 KiB
미설치
406 
LCD거치형
 
8
LCD독립형
 
2
3단8열LED거치형
 
1
3단9열LED거치형
 
1

Length

Max length10
Median length3
Mean length3.1052632
Min length3

Unique

Unique2 ?
Unique (%)0.5%

Sample

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

Common Values

ValueCountFrequency (%)
미설치 406
97.1%
LCD거치형 8
 
1.9%
LCD독립형 2
 
0.5%
3단8열LED거치형 1
 
0.2%
3단9열LED거치형 1
 
0.2%

Length

2023-12-12T13:53:27.826830image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T13:53:27.944255image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
미설치 406
97.1%
lcd거치형 8
 
1.9%
lcd독립형 2
 
0.5%
3단8열led거치형 1
 
0.2%
3단9열led거치형 1
 
0.2%

데이터기준일자
Categorical

CONSTANT 

Distinct1
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Memory size3.4 KiB
2023-07-06
418 

Length

Max length10
Median length10
Mean length10
Min length10

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2023-07-06
2nd row2023-07-06
3rd row2023-07-06
4th row2023-07-06
5th row2023-07-06

Common Values

ValueCountFrequency (%)
2023-07-06 418
100.0%

Length

2023-12-12T13:53:28.062967image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T13:53:28.187466image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2023-07-06 418
100.0%

Interactions

2023-12-12T13:53:22.573355image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T13:53:21.915262image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T13:53:22.253776image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T13:53:22.669924image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T13:53:21.999639image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T13:53:22.353543image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T13:53:22.775187image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T13:53:22.135668image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T13:53:22.455265image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-12T13:53:28.269447image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
연번위도경도버스 승강장 유형태양광조명설치정보버스정보안내전광판설치유형
연번1.0000.9050.8870.2290.2160.335
위도0.9051.0000.6710.0000.1510.000
경도0.8870.6711.0000.2550.0920.244
버스 승강장 유형0.2290.0000.2551.0000.0690.078
태양광조명설치정보0.2160.1510.0920.0691.0000.000
버스정보안내전광판설치유형0.3350.0000.2440.0780.0001.000
2023-12-12T13:53:28.396584image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
버스 승강장 유형버스정보안내전광판설치유형태양광조명설치정보
버스 승강장 유형1.0000.0640.065
버스정보안내전광판설치유형0.0641.0000.000
태양광조명설치정보0.0650.0001.000
2023-12-12T13:53:28.507180image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
연번위도경도버스 승강장 유형태양광조명설치정보버스정보안내전광판설치유형
연번1.0000.492-0.3220.1380.1300.144
위도0.4921.000-0.2740.0000.0890.000
경도-0.322-0.2741.0000.1540.0540.103
버스 승강장 유형0.1380.0000.1541.0000.0650.064
태양광조명설치정보0.1300.0890.0540.0651.0000.000
버스정보안내전광판설치유형0.1440.0000.1030.0640.0001.000

Missing values

2023-12-12T13:53:22.928023image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-12T13:53:23.095873image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

Sample

연번정류장명주소버스노선위도경도버스 승강장 유형태양광조명설치정보버스정보안내전광판설치유형데이터기준일자
01한벌리충청북도 음성군 음성읍 한벌2리 123-3음성-한벌리-충주36.943998127.718659강화유리미설치미설치2023-07-06
12신천리충청북도 음성군 음성읍 신천리 105-4음성-신천리-청주36.918517127.69121강화유리미설치미설치2023-07-06
23포란재아파트(보건소방면)충청북도 음성군 음성읍 신천리 192-1원남-포란재아파트-음성36.921083127.690302강화유리미설치미설치2023-07-06
34포란재아파트(하당리방면)충청북도 음성군 음성읍 신천리 181-1음성-포란재아파트-원남36.921084127.690459강화유리미설치미설치2023-07-06
45예술회관충청북도 음성군 음성읍 읍내리 871금왕-성심병원-읍내리36.931523127.681717강화유리LED 24W미설치2023-07-06
56신천1리충청북도 음성군 음성읍 신천1리 629-16음성-신천1리-금왕36.932783127.67107강화유리미설치미설치2023-07-06
67소여1리(신천1리방면)충청북도 음성군 음성읍 소여1리 133-7음성-신천1리-금왕36.93779127.660294강화유리미설치미설치2023-07-06
78소여1리(소여1리방면)충청북도 음성군 음성읍 소여1리 447-2음성-소여1리-금왕36.940235127.654703조적조LED 24W미설치2023-07-06
89소여2리(소여2리방면)충청북도 음성군 음성읍 소여2리 752-6금왕-소여2리-음성36.944123127.649881조적조LED 24W미설치2023-07-06
910소여2리(소여1리방면)충청북도 음성군 음성읍 소여2리 752-7음성-소여2리-금왕36.944095127.649724강화유리LED 24W미설치2023-07-06
연번정류장명주소버스노선위도경도버스 승강장 유형태양광조명설치정보버스정보안내전광판설치유형데이터기준일자
408409월정리(독정)충청북도 음성군 감곡면 월정리 380-5감곡-월정리(독정)-충주37.059866127.661586강화유리미설치미설치2023-07-06
409410왕장3리충청북도 음성군 감곡면 왕장3리 463-9생극.앙성-왕장3리-장호원37.118947127.637771강화유리미설치미설치2023-07-06
410411왕장3리충청북도 음성군 감곡면 왕장리 428-7극동대,강동대-왕장3리-감곡파출소37.11974127.63501강화유리미설치미설치2023-07-06
411412오향휴먼시아아파트충청북도 음성군 감곡면 오향리 1183감곡중학교-오향휴먼시아- 생활체육공원37.109488127.644815강화유리LED 20W미설치2023-07-06
412413오향휴먼시아아파트충청북도 음성군 감곡면 오향리 610-6생활체육공원-오향휴먼시아- 감곡중학교37.109534127.645129강화유리미설치미설치2023-07-06
413414오향4리,오근리충청북도 음성군 감곡면 오향4리 676행군리-오향4리(오근리)-영산리37.102061127.647189강화유리LED 20W미설치2023-07-06
414415영산2리(알고지)충청북도 음성군 감곡면 영산2리 478-4영산1리(잿말)-영산2리(알고지)-영산2리마을회관37.077828127.647031강화유리미설치미설치2023-07-06
415416단평2리충청북도 음성군 감곡면 단평2리 615-6감곡.장호원-단평2리-여주37.143247127.64262강화유리미설치미설치2023-07-06
416417오향1리충청북도 음성군 감곡면 오향1리 522-280감곡행정복지센터오향1리-왕장리37.116647127.643251강화유리미설치미설치2023-07-06
417418문촌1리(상우리 방면)충청북도 음성군 감곡면 문촌리 1115-16감곡-문촌1리-감곡CC37.121805127.693012강화유리LED 20W미설치2023-07-06