Overview

Dataset statistics

Number of variables9
Number of observations976
Missing cells0
Missing cells (%)0.0%
Duplicate rows4
Duplicate rows (%)0.4%
Total size in memory68.8 KiB
Average record size in memory72.1 B

Variable types

Categorical8
Text1

Dataset

Description서울특별시 강남구에 설치된 쓰레기통 설치 현황으로 도로(가로)명, 설치위치, 설치지점, 쓰레기통 종류 등 자료 제공
Author서울특별시 강남구
URLhttps://www.data.go.kr/data/15038054/fileData.do

Alerts

시도명 has constant value ""Constant
시군구명 has constant value ""Constant
관리기관명 has constant value ""Constant
관리기관전화번호 has constant value ""Constant
데이터기준일자 has constant value ""Constant
Dataset has 4 (0.4%) duplicate rowsDuplicates

Reproduction

Analysis started2023-12-12 18:51:10.233315
Analysis finished2023-12-12 18:51:11.186123
Duration0.95 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

시도명
Categorical

CONSTANT 

Distinct1
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size7.8 KiB
서울특별시
976 

Length

Max length5
Median length5
Mean length5
Min length5

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
서울특별시 976
100.0%

Length

2023-12-13T03:51:11.296930image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T03:51:11.464194image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
서울특별시 976
100.0%

시군구명
Categorical

CONSTANT 

Distinct1
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size7.8 KiB
강남구
976 

Length

Max length3
Median length3
Mean length3
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
강남구 976
100.0%

Length

2023-12-13T03:51:11.628658image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T03:51:11.784449image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
강남구 976
100.0%

도로명(가로)명
Categorical

Distinct29
Distinct (%)3.0%
Missing0
Missing (%)0.0%
Memory size7.8 KiB
영동대로
108 
테헤란로
80 
삼성로
78 
봉은사로
70 
학동로
68 
Other values (24)
572 

Length

Max length23
Median length12
Mean length3.7643443
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
영동대로 108
 
11.1%
테헤란로 80
 
8.2%
삼성로 78
 
8.0%
봉은사로 70
 
7.2%
학동로 68
 
7.0%
논현로 66
 
6.8%
언주로 64
 
6.6%
압구정로 58
 
5.9%
도산대로 58
 
5.9%
선릉로 54
 
5.5%
Other values (19) 272
27.9%

Length

2023-12-13T03:51:12.009040image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
영동대로 108
 
11.1%
테헤란로 80
 
8.2%
삼성로 78
 
8.0%
봉은사로 70
 
7.2%
학동로 68
 
7.0%
논현로 66
 
6.8%
언주로 64
 
6.6%
압구정로 58
 
5.9%
도산대로 58
 
5.9%
선릉로 54
 
5.5%
Other values (19) 272
27.9%

설치위치
Text

Distinct473
Distinct (%)48.5%
Missing0
Missing (%)0.0%
Memory size7.8 KiB
2023-12-13T03:51:12.474530image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length27
Median length18
Mean length9.1557377
Min length2

Characters and Unicode

Total characters8936
Distinct characters366
Distinct categories11 ?
Distinct scripts3 ?
Distinct blocks4 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row청담톡스앤필의원
2nd row청담톡스앤필의원
3rd row갤러리아(EAST점)
4th row갤러리아(EAST점)
5th row갤러리아(WEST점)
ValueCountFrequency (%)
대치동 120
 
6.4%
앞 100
 
5.4%
개포동 72
 
3.9%
출구 58
 
3.1%
역삼동 44
 
2.4%
도곡동 36
 
1.9%
1번출구 20
 
1.1%
일원동 20
 
1.1%
현대아파트 18
 
1.0%
중앙분리대 14
 
0.8%
Other values (562) 1360
73.0%
2023-12-13T03:51:13.243311image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
888
 
9.9%
동 508
 
5.7%
1 276
 
3.1%
역 252
 
2.8%
대 212
 
2.4%
구 210
 
2.4%
2 162
 
1.8%
출 156
 
1.7%
번 152
 
1.7%
- 150
 
1.7%
Other values (356) 5970
66.8%

Most occurring categories

ValueCountFrequency (%)
Other Letter 6244
69.9%
Decimal Number 1302
 
14.6%
Space Separator 888
 
9.9%
Uppercase Letter 196
 
2.2%
Dash Punctuation 150
 
1.7%
Close Punctuation 60
 
0.7%
Open Punctuation 60
 
0.7%
Lowercase Letter 18
 
0.2%
Other Punctuation 10
 
0.1%
Math Symbol 6
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
동 508
 
8.1%
역 252
 
4.0%
대 212
 
3.4%
구 210
 
3.4%
출 156
 
2.5%
번 152
 
2.4%
치 132
 
2.1%
아 130
 
2.1%
삼 128
 
2.0%
앞 128
 
2.0%
Other values (308) 4236
67.8%
Uppercase Letter
ValueCountFrequency (%)
S 22
11.2%
K 22
11.2%
G 18
 
9.2%
T 16
 
8.2%
L 14
 
7.1%
H 14
 
7.1%
B 14
 
7.1%
M 10
 
5.1%
D 8
 
4.1%
E 8
 
4.1%
Other values (11) 50
25.5%
Decimal Number
ValueCountFrequency (%)
1 276
21.2%
2 162
12.4%
9 144
11.1%
3 130
10.0%
4 118
9.1%
0 114
8.8%
6 96
 
7.4%
8 90
 
6.9%
5 90
 
6.9%
7 82
 
6.3%
Lowercase Letter
ValueCountFrequency (%)
e 6
33.3%
a 2
 
11.1%
g 2
 
11.1%
u 2
 
11.1%
r 2
 
11.1%
s 2
 
11.1%
k 2
 
11.1%
Other Punctuation
ValueCountFrequency (%)
, 4
40.0%
. 2
20.0%
· 2
20.0%
/ 2
20.0%
Space Separator
ValueCountFrequency (%)
888
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 150
100.0%
Close Punctuation
ValueCountFrequency (%)
) 60
100.0%
Open Punctuation
ValueCountFrequency (%)
( 60
100.0%
Math Symbol
ValueCountFrequency (%)
+ 6
100.0%
Other Number
ValueCountFrequency (%)
② 2
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 6244
69.9%
Common 2478
 
27.7%
Latin 214
 
2.4%

Most frequent character per script

Hangul
ValueCountFrequency (%)
동 508
 
8.1%
역 252
 
4.0%
대 212
 
3.4%
구 210
 
3.4%
출 156
 
2.5%
번 152
 
2.4%
치 132
 
2.1%
아 130
 
2.1%
삼 128
 
2.0%
앞 128
 
2.0%
Other values (308) 4236
67.8%
Latin
ValueCountFrequency (%)
S 22
 
10.3%
K 22
 
10.3%
G 18
 
8.4%
T 16
 
7.5%
L 14
 
6.5%
H 14
 
6.5%
B 14
 
6.5%
M 10
 
4.7%
D 8
 
3.7%
E 8
 
3.7%
Other values (18) 68
31.8%
Common
ValueCountFrequency (%)
888
35.8%
1 276
 
11.1%
2 162
 
6.5%
- 150
 
6.1%
9 144
 
5.8%
3 130
 
5.2%
4 118
 
4.8%
0 114
 
4.6%
6 96
 
3.9%
8 90
 
3.6%
Other values (10) 310
 
12.5%

Most occurring blocks

ValueCountFrequency (%)
Hangul 6244
69.9%
ASCII 2688
30.1%
None 2
 
< 0.1%
Enclosed Alphanum 2
 
< 0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
888
33.0%
1 276
 
10.3%
2 162
 
6.0%
- 150
 
5.6%
9 144
 
5.4%
3 130
 
4.8%
4 118
 
4.4%
0 114
 
4.2%
6 96
 
3.6%
8 90
 
3.3%
Other values (36) 520
19.3%
Hangul
ValueCountFrequency (%)
동 508
 
8.1%
역 252
 
4.0%
대 212
 
3.4%
구 210
 
3.4%
출 156
 
2.5%
번 152
 
2.4%
치 132
 
2.1%
아 130
 
2.1%
삼 128
 
2.0%
앞 128
 
2.0%
Other values (308) 4236
67.8%
None
ValueCountFrequency (%)
· 2
100.0%
Enclosed Alphanum
ValueCountFrequency (%)
② 2
100.0%

설치지점
Categorical

Distinct5
Distinct (%)0.5%
Missing0
Missing (%)0.0%
Memory size7.8 KiB
정류소(버스, 택시 등)
488 
도로변(횡단보도 포함)
372 
지하철역 입구
108 
기타(지하보도 앞)
 
4
광장등 다중집합장소
 
4

Length

Max length13
Median length12.5
Mean length11.930328
Min length7

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row도로변(횡단보도 포함)
2nd row도로변(횡단보도 포함)
3rd row도로변(횡단보도 포함)
4th row도로변(횡단보도 포함)
5th row도로변(횡단보도 포함)

Common Values

ValueCountFrequency (%)
정류소(버스, 택시 등) 488
50.0%
도로변(횡단보도 포함) 372
38.1%
지하철역 입구 108
 
11.1%
기타(지하보도 앞) 4
 
0.4%
광장등 다중집합장소 4
 
0.4%

Length

2023-12-13T03:51:13.503850image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T03:51:13.716267image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
정류소(버스 488
20.0%
택시 488
20.0%
등 488
20.0%
도로변(횡단보도 372
15.2%
포함 372
15.2%
지하철역 108
 
4.4%
입구 108
 
4.4%
기타(지하보도 4
 
0.2%
앞 4
 
0.2%
광장등 4
 
0.2%

쓰레기통 종류
Categorical

Distinct4
Distinct (%)0.4%
Missing0
Missing (%)0.0%
Memory size7.8 KiB
일반쓰레기
283 
재활용쓰레기
283 
일반쓰레기
205 
재활용쓰레기
205 

Length

Max length7
Median length6.5
Mean length5.920082
Min length5

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row일반쓰레기
2nd row재활용쓰레기
3rd row일반쓰레기
4th row재활용쓰레기
5th row일반쓰레기

Common Values

ValueCountFrequency (%)
일반쓰레기 283
29.0%
재활용쓰레기 283
29.0%
일반쓰레기 205
21.0%
재활용쓰레기 205
21.0%

Length

2023-12-13T03:51:13.951859image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T03:51:14.653092image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
일반쓰레기 488
50.0%
재활용쓰레기 488
50.0%

관리기관명
Categorical

CONSTANT 

Distinct1
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size7.8 KiB
서울특별시 강남구청
976 

Length

Max length10
Median length10
Mean length10
Min length10

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row서울특별시 강남구청
2nd row서울특별시 강남구청
3rd row서울특별시 강남구청
4th row서울특별시 강남구청
5th row서울특별시 강남구청

Common Values

ValueCountFrequency (%)
서울특별시 강남구청 976
100.0%

Length

2023-12-13T03:51:14.855202image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T03:51:15.014017image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
서울특별시 976
50.0%
강남구청 976
50.0%

관리기관전화번호
Categorical

CONSTANT 

Distinct1
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size7.8 KiB
02-3423-5973
976 

Length

Max length12
Median length12
Mean length12
Min length12

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row02-3423-5973
2nd row02-3423-5973
3rd row02-3423-5973
4th row02-3423-5973
5th row02-3423-5973

Common Values

ValueCountFrequency (%)
02-3423-5973 976
100.0%

Length

2023-12-13T03:51:15.189003image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T03:51:15.355935image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
02-3423-5973 976
100.0%

데이터기준일자
Categorical

CONSTANT 

Distinct1
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size7.8 KiB
2021-06-22
976 

Length

Max length10
Median length10
Mean length10
Min length10

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2021-06-22
2nd row2021-06-22
3rd row2021-06-22
4th row2021-06-22
5th row2021-06-22

Common Values

ValueCountFrequency (%)
2021-06-22 976
100.0%

Length

2023-12-13T03:51:15.523289image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T03:51:15.688107image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2021-06-22 976
100.0%

Correlations

2023-12-13T03:51:15.793369image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
도로명(가로)명설치지점쓰레기통 종류
도로명(가로)명1.0000.5080.643
설치지점0.5081.0000.181
쓰레기통 종류0.6430.1811.000
2023-12-13T03:51:15.991053image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
도로명(가로)명쓰레기통 종류설치지점
도로명(가로)명1.0000.3880.266
쓰레기통 종류0.3881.0000.148
설치지점0.2660.1481.000
2023-12-13T03:51:16.180368image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
도로명(가로)명설치지점쓰레기통 종류
도로명(가로)명1.0000.2660.388
설치지점0.2661.0000.148
쓰레기통 종류0.3880.1481.000

Missing values

2023-12-13T03:51:10.849492image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-13T03:51:11.091679image/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

시도명시군구명도로명(가로)명설치위치설치지점쓰레기통 종류관리기관명관리기관전화번호데이터기준일자
0서울특별시강남구압구정로청담톡스앤필의원도로변(횡단보도 포함)일반쓰레기서울특별시 강남구청02-3423-59732021-06-22
1서울특별시강남구압구정로청담톡스앤필의원도로변(횡단보도 포함)재활용쓰레기서울특별시 강남구청02-3423-59732021-06-22
2서울특별시강남구압구정로갤러리아(EAST점)도로변(횡단보도 포함)일반쓰레기서울특별시 강남구청02-3423-59732021-06-22
3서울특별시강남구압구정로갤러리아(EAST점)도로변(횡단보도 포함)재활용쓰레기서울특별시 강남구청02-3423-59732021-06-22
4서울특별시강남구압구정로갤러리아(WEST점)도로변(횡단보도 포함)일반쓰레기서울특별시 강남구청02-3423-59732021-06-22
5서울특별시강남구압구정로갤러리아(WEST점)도로변(횡단보도 포함)재활용쓰레기서울특별시 강남구청02-3423-59732021-06-22
6서울특별시강남구압구정로갤러리아(생활관)정류소(버스, 택시 등)일반쓰레기서울특별시 강남구청02-3423-59732021-06-22
7서울특별시강남구압구정로갤러리아(생활관)정류소(버스, 택시 등)재활용쓰레기서울특별시 강남구청02-3423-59732021-06-22
8서울특별시강남구압구정로한양아파트 35동도로변(횡단보도 포함)일반쓰레기서울특별시 강남구청02-3423-59732021-06-22
9서울특별시강남구압구정로한양아파트 35동도로변(횡단보도 포함)재활용쓰레기서울특별시 강남구청02-3423-59732021-06-22
시도명시군구명도로명(가로)명설치위치설치지점쓰레기통 종류관리기관명관리기관전화번호데이터기준일자
966서울특별시강남구밤고개길수서역 SRT 안쪽광장등 다중집합장소일반쓰레기서울특별시 강남구청02-3423-59732021-06-22
967서울특별시강남구밤고개길수서역 SRT 안쪽광장등 다중집합장소재활용쓰레기서울특별시 강남구청02-3423-59732021-06-22
968서울특별시강남구헌릉로길세곡동 은곡마을 상업지구정류소(버스, 택시 등)일반쓰레기서울특별시 강남구청02-3423-59732021-06-22
969서울특별시강남구헌릉로길세곡동 은곡마을 상업지구정류소(버스, 택시 등)재활용쓰레기서울특별시 강남구청02-3423-59732021-06-22
970서울특별시강남구양재대로삼성병원 견너편정류소(버스, 택시 등)일반쓰레기서울특별시 강남구청02-3423-59732021-06-22
971서울특별시강남구양재대로삼성병원 견너편정류소(버스, 택시 등)재활용쓰레기서울특별시 강남구청02-3423-59732021-06-22
972서울특별시강남구헌릉로길리엔파크 구립행복요양병원 앞정류소(버스, 택시 등)일반쓰레기서울특별시 강남구청02-3423-59732021-06-22
973서울특별시강남구헌릉로길리엔파크 구립행복요양병원 앞정류소(버스, 택시 등)재활용쓰레기서울특별시 강남구청02-3423-59732021-06-22
974서울특별시강남구역삼로휘문중,고등학교정류소(버스, 택시 등)일반쓰레기서울특별시 강남구청02-3423-59732021-06-22
975서울특별시강남구역삼로휘문중,고등학교정류소(버스, 택시 등)재활용쓰레기서울특별시 강남구청02-3423-59732021-06-22

Duplicate rows

Most frequently occurring

시도명시군구명도로명(가로)명설치위치설치지점쓰레기통 종류관리기관명관리기관전화번호데이터기준일자# duplicates
2서울특별시강남구영동대로중앙분리대도로변(횡단보도 포함)일반쓰레기서울특별시 강남구청02-3423-59732021-06-227
3서울특별시강남구영동대로중앙분리대도로변(횡단보도 포함)재활용쓰레기서울특별시 강남구청02-3423-59732021-06-227
0서울특별시강남구영동대로무역센터 위 (공항버스정류장 인근)정류소(버스, 택시 등)일반쓰레기서울특별시 강남구청02-3423-59732021-06-222
1서울특별시강남구영동대로무역센터 위 (공항버스정류장 인근)정류소(버스, 택시 등)재활용쓰레기서울특별시 강남구청02-3423-59732021-06-222