Overview

Dataset statistics

Number of variables8
Number of observations312
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory20.5 KiB
Average record size in memory67.4 B

Variable types

Numeric1
Text1
Categorical6

Dataset

Description충청북도 보은군 교통약자 이동편의시설에 대한 데이터를 제공합니다. 버스 정류장명, 승하차 지원, 좌석안내, 점자 블록, 버스 이동편의시설 개수, 교통약자 콜택시 종류와 대수를 포함하고 있습니다.
URLhttps://www.data.go.kr/data/15116285/fileData.do

Alerts

승하차 지원 has constant value ""Constant
좌석안내 has constant value ""Constant
점자 블록 has constant value ""Constant
버스 이동편의시설 개수 has constant value ""Constant
교통약자 콜택시 종류 is highly imbalanced (96.9%)Imbalance
교통약자 콜택시 대수 is highly imbalanced (96.9%)Imbalance
순번 has unique valuesUnique

Reproduction

Analysis started2023-12-11 23:33:08.138155
Analysis finished2023-12-11 23:33:08.601383
Duration0.46 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

순번
Real number (ℝ)

UNIQUE 

Distinct312
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean156.5
Minimum1
Maximum312
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size2.9 KiB
2023-12-12T08:33:08.663908image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile16.55
Q178.75
median156.5
Q3234.25
95-th percentile296.45
Maximum312
Range311
Interquartile range (IQR)155.5

Descriptive statistics

Standard deviation90.210864
Coefficient of variation (CV)0.57642725
Kurtosis-1.2
Mean156.5
Median Absolute Deviation (MAD)78
Skewness0
Sum48828
Variance8138
MonotonicityStrictly increasing
2023-12-12T08:33:08.817397image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1 1
 
0.3%
207 1
 
0.3%
214 1
 
0.3%
213 1
 
0.3%
212 1
 
0.3%
211 1
 
0.3%
210 1
 
0.3%
209 1
 
0.3%
208 1
 
0.3%
206 1
 
0.3%
Other values (302) 302
96.8%
ValueCountFrequency (%)
1 1
0.3%
2 1
0.3%
3 1
0.3%
4 1
0.3%
5 1
0.3%
6 1
0.3%
7 1
0.3%
8 1
0.3%
9 1
0.3%
10 1
0.3%
ValueCountFrequency (%)
312 1
0.3%
311 1
0.3%
310 1
0.3%
309 1
0.3%
308 1
0.3%
307 1
0.3%
306 1
0.3%
305 1
0.3%
304 1
0.3%
303 1
0.3%

버스 정류장명
Text

Distinct309
Distinct (%)99.0%
Missing0
Missing (%)0.0%
Memory size2.6 KiB
2023-12-12T08:33:09.105842image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length31
Median length28
Mean length14.740385
Min length10

Characters and Unicode

Total characters4599
Distinct characters210
Distinct categories7 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique307 ?
Unique (%)98.4%

Sample

1st row보은읍 강산리 161-2(강산길)
2nd row보은읍 강산리 180-4(강산산성길, 중동교 건너기 전)
3rd row보은읍 교사리 174-5(동진아파트 앞)
4th row보은읍 교사리 54-4(하나로마트)
5th row보은읍 교사리 64-2 북부사거리 앞
ValueCountFrequency (%)
보은읍 60
 
6.3%
산외면 36
 
3.8%
수한면 34
 
3.6%
내북면 31
 
3.3%
삼승면 29
 
3.1%
탄부면 25
 
2.6%
마로면 23
 
2.4%
장안면 22
 
2.3%
회인면 21
 
2.2%
회남면 15
 
1.6%
Other values (486) 649
68.7%
2023-12-12T08:33:09.459104image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
641
 
13.9%
리 348
 
7.6%
면 252
 
5.5%
1 249
 
5.4%
- 242
 
5.3%
2 170
 
3.7%
3 143
 
3.1%
4 137
 
3.0%
산 114
 
2.5%
5 108
 
2.3%
Other values (200) 2195
47.7%

Most occurring categories

ValueCountFrequency (%)
Other Letter 2350
51.1%
Decimal Number 1169
25.4%
Space Separator 641
 
13.9%
Dash Punctuation 242
 
5.3%
Open Punctuation 96
 
2.1%
Close Punctuation 96
 
2.1%
Other Punctuation 5
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
리 348
 
14.8%
면 252
 
10.7%
산 114
 
4.9%
은 63
 
2.7%
보 60
 
2.6%
읍 60
 
2.6%
장 51
 
2.2%
회 41
 
1.7%
한 41
 
1.7%
마 40
 
1.7%
Other values (185) 1280
54.5%
Decimal Number
ValueCountFrequency (%)
1 249
21.3%
2 170
14.5%
3 143
12.2%
4 137
11.7%
5 108
9.2%
7 88
 
7.5%
6 75
 
6.4%
8 70
 
6.0%
9 68
 
5.8%
0 61
 
5.2%
Space Separator
ValueCountFrequency (%)
641
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 242
100.0%
Open Punctuation
ValueCountFrequency (%)
( 96
100.0%
Close Punctuation
ValueCountFrequency (%)
) 96
100.0%
Other Punctuation
ValueCountFrequency (%)
, 5
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 2350
51.1%
Common 2249
48.9%

Most frequent character per script

Hangul
ValueCountFrequency (%)
리 348
 
14.8%
면 252
 
10.7%
산 114
 
4.9%
은 63
 
2.7%
보 60
 
2.6%
읍 60
 
2.6%
장 51
 
2.2%
회 41
 
1.7%
한 41
 
1.7%
마 40
 
1.7%
Other values (185) 1280
54.5%
Common
ValueCountFrequency (%)
641
28.5%
1 249
 
11.1%
- 242
 
10.8%
2 170
 
7.6%
3 143
 
6.4%
4 137
 
6.1%
5 108
 
4.8%
( 96
 
4.3%
) 96
 
4.3%
7 88
 
3.9%
Other values (5) 279
12.4%

Most occurring blocks

ValueCountFrequency (%)
Hangul 2350
51.1%
ASCII 2249
48.9%

Most frequent character per block

ASCII
ValueCountFrequency (%)
641
28.5%
1 249
 
11.1%
- 242
 
10.8%
2 170
 
7.6%
3 143
 
6.4%
4 137
 
6.1%
5 108
 
4.8%
( 96
 
4.3%
) 96
 
4.3%
7 88
 
3.9%
Other values (5) 279
12.4%
Hangul
ValueCountFrequency (%)
리 348
 
14.8%
면 252
 
10.7%
산 114
 
4.9%
은 63
 
2.7%
보 60
 
2.6%
읍 60
 
2.6%
장 51
 
2.2%
회 41
 
1.7%
한 41
 
1.7%
마 40
 
1.7%
Other values (185) 1280
54.5%

승하차 지원
Categorical

CONSTANT 

Distinct1
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Memory size2.6 KiB
해당없음
312 

Length

Max length4
Median length4
Mean length4
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
해당없음 312
100.0%

Length

2023-12-12T08:33:09.584417image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T08:33:09.667971image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
해당없음 312
100.0%

좌석안내
Categorical

CONSTANT 

Distinct1
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Memory size2.6 KiB
해당없음
312 

Length

Max length4
Median length4
Mean length4
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
해당없음 312
100.0%

Length

2023-12-12T08:33:09.771108image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T08:33:09.864536image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
해당없음 312
100.0%

점자 블록
Categorical

CONSTANT 

Distinct1
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Memory size2.6 KiB
해당없음
312 

Length

Max length4
Median length4
Mean length4
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
해당없음 312
100.0%

Length

2023-12-12T08:33:09.974258image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T08:33:10.086692image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
해당없음 312
100.0%

버스 이동편의시설 개수
Categorical

CONSTANT 

Distinct1
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Memory size2.6 KiB
0
312 

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 (%)
0 312
100.0%

Length

2023-12-12T08:33:10.183436image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T08:33:10.268803image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 312
100.0%

교통약자 콜택시 종류
Categorical

IMBALANCE 

Distinct2
Distinct (%)0.6%
Missing0
Missing (%)0.0%
Memory size2.6 KiB
빈칸으로 해당없음
311 
특별교통수단(장애인리프트차량)
 
1

Length

Max length16
Median length9
Mean length9.0224359
Min length9

Unique

Unique1 ?
Unique (%)0.3%

Sample

1st row특별교통수단(장애인리프트차량)
2nd row빈칸으로 해당없음
3rd row빈칸으로 해당없음
4th row빈칸으로 해당없음
5th row빈칸으로 해당없음

Common Values

ValueCountFrequency (%)
빈칸으로 해당없음 311
99.7%
특별교통수단(장애인리프트차량) 1
 
0.3%

Length

2023-12-12T08:33:10.388602image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T08:33:10.506955image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
빈칸으로 311
49.9%
해당없음 311
49.9%
특별교통수단(장애인리프트차량 1
 
0.2%

교통약자 콜택시 대수
Categorical

IMBALANCE 

Distinct2
Distinct (%)0.6%
Missing0
Missing (%)0.0%
Memory size2.6 KiB
0
311 
1
 
1

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique1 ?
Unique (%)0.3%

Sample

1st row1
2nd row0
3rd row0
4th row0
5th row0

Common Values

ValueCountFrequency (%)
0 311
99.7%
1 1
 
0.3%

Length

2023-12-12T08:33:10.604077image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T08:33:10.691070image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 311
99.7%
1 1
 
0.3%

Interactions

2023-12-12T08:33:08.356755image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-12T08:33:10.747045image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
순번교통약자 콜택시 종류교통약자 콜택시 대수
순번1.0000.0000.000
교통약자 콜택시 종류0.0001.0000.703
교통약자 콜택시 대수0.0000.7031.000
2023-12-12T08:33:10.830427image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
교통약자 콜택시 대수교통약자 콜택시 종류
교통약자 콜택시 대수1.0000.496
교통약자 콜택시 종류0.4961.000
2023-12-12T08:33:10.911888image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
순번교통약자 콜택시 종류교통약자 콜택시 대수
순번1.0000.0000.000
교통약자 콜택시 종류0.0001.0000.496
교통약자 콜택시 대수0.0000.4961.000

Missing values

2023-12-12T08:33:08.459005image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-12T08:33:08.557309image/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

순번버스 정류장명승하차 지원좌석안내점자 블록버스 이동편의시설 개수교통약자 콜택시 종류교통약자 콜택시 대수
01보은읍 강산리 161-2(강산길)해당없음해당없음해당없음0특별교통수단(장애인리프트차량)1
12보은읍 강산리 180-4(강산산성길, 중동교 건너기 전)해당없음해당없음해당없음0빈칸으로 해당없음0
23보은읍 교사리 174-5(동진아파트 앞)해당없음해당없음해당없음0빈칸으로 해당없음0
34보은읍 교사리 54-4(하나로마트)해당없음해당없음해당없음0빈칸으로 해당없음0
45보은읍 교사리 64-2 북부사거리 앞해당없음해당없음해당없음0빈칸으로 해당없음0
56보은읍 교사리 84-1(관문주유소 맞은편)해당없음해당없음해당없음0빈칸으로 해당없음0
67보은읍 금굴 279-3(금굴1리 마을회관 입구)해당없음해당없음해당없음0빈칸으로 해당없음0
78보은읍 금굴1리 지산입구 475-15 도로 옆해당없음해당없음해당없음0빈칸으로 해당없음0
89보은읍 금굴리 108-14해당없음해당없음해당없음0빈칸으로 해당없음0
910보은읍 길상1리 305-2(갈상1리 마을회관 입구)해당없음해당없음해당없음0빈칸으로 해당없음0
순번버스 정류장명승하차 지원좌석안내점자 블록버스 이동편의시설 개수교통약자 콜택시 종류교통약자 콜택시 대수
302303산외면 길탕2리 산2-11(길탕삼거리)해당없음해당없음해당없음0빈칸으로 해당없음0
303304산외면 길탕2리 161-1해당없음해당없음해당없음0빈칸으로 해당없음0
304305산외면 길탕1리 303-9(마을앞)해당없음해당없음해당없음0빈칸으로 해당없음0
305306산외면 중티리 144-1(마을회관앞)해당없음해당없음해당없음0빈칸으로 해당없음0
306307산외면 원평리 158-7해당없음해당없음해당없음0빈칸으로 해당없음0
307308산외면 산대리 186해당없음해당없음해당없음0빈칸으로 해당없음0
308309산외면 원평리 212-1해당없음해당없음해당없음0빈칸으로 해당없음0
309310산외면 산대리 산 35-1해당없음해당없음해당없음0빈칸으로 해당없음0
310311산외면 문암리 85-4해당없음해당없음해당없음0빈칸으로 해당없음0
311312산외면 백석리 337-1해당없음해당없음해당없음0빈칸으로 해당없음0