Overview

Dataset statistics

Number of variables4
Number of observations156
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory5.2 KiB
Average record size in memory33.8 B

Variable types

Numeric1
Text2
DateTime1

Dataset

Description쓰레기 다량배출 사업장에 대한 현황자료입니다. 상호, 사업장도로명주소로 구성되어 있습니다. 상호와 주소를 토대로 위치 기반의 부가가치 서비스 창출 기대.
URLhttps://www.data.go.kr/data/15103076/fileData.do

Alerts

데이터기준일 has constant value ""Constant
순번 has unique valuesUnique
상호 has unique valuesUnique

Reproduction

Analysis started2023-12-11 23:54:42.215820
Analysis finished2023-12-11 23:54:42.650216
Duration0.43 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

순번
Real number (ℝ)

UNIQUE 

Distinct156
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean78.5
Minimum1
Maximum156
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.5 KiB
2023-12-12T08:54:42.717312image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile8.75
Q139.75
median78.5
Q3117.25
95-th percentile148.25
Maximum156
Range155
Interquartile range (IQR)77.5

Descriptive statistics

Standard deviation45.177428
Coefficient of variation (CV)0.57550864
Kurtosis-1.2
Mean78.5
Median Absolute Deviation (MAD)39
Skewness0
Sum12246
Variance2041
MonotonicityStrictly increasing
2023-12-12T08:54:42.857229image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1 1
 
0.6%
109 1
 
0.6%
102 1
 
0.6%
103 1
 
0.6%
104 1
 
0.6%
105 1
 
0.6%
106 1
 
0.6%
107 1
 
0.6%
108 1
 
0.6%
110 1
 
0.6%
Other values (146) 146
93.6%
ValueCountFrequency (%)
1 1
0.6%
2 1
0.6%
3 1
0.6%
4 1
0.6%
5 1
0.6%
6 1
0.6%
7 1
0.6%
8 1
0.6%
9 1
0.6%
10 1
0.6%
ValueCountFrequency (%)
156 1
0.6%
155 1
0.6%
154 1
0.6%
153 1
0.6%
152 1
0.6%
151 1
0.6%
150 1
0.6%
149 1
0.6%
148 1
0.6%
147 1
0.6%

상호
Text

UNIQUE 

Distinct156
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size1.3 KiB
2023-12-12T08:54:43.065848image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length27
Median length23
Mean length8.9551282
Min length2

Characters and Unicode

Total characters1397
Distinct characters245
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

Unique156 ?
Unique (%)100.0%

Sample

1st row안양부흥초등학교
2nd row범계초등학교
3rd row안양호암초등학교
4th row화창초등학교
5th row안양서중학교
ValueCountFrequency (%)
주)아워홈 7
 
3.4%
삼영운수(주 3
 
1.5%
안양점 3
 
1.5%
의료법인 2
 
1.0%
푸디스트(주)봄빛병원 2
 
1.0%
㈜아워홈 2
 
1.0%
주)엘앤씨에프앤씨 2
 
1.0%
주)현대그린푸드 2
 
1.0%
영업소 2
 
1.0%
평촌점 2
 
1.0%
Other values (177) 178
86.8%
2023-12-12T08:54:43.459100image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
학 87
 
6.2%
교 83
 
5.9%
등 58
 
4.2%
49
 
3.5%
안 48
 
3.4%
( 45
 
3.2%
) 45
 
3.2%
양 44
 
3.1%
원 42
 
3.0%
초 41
 
2.9%
Other values (235) 855
61.2%

Most occurring categories

ValueCountFrequency (%)
Other Letter 1236
88.5%
Space Separator 49
 
3.5%
Open Punctuation 45
 
3.2%
Close Punctuation 45
 
3.2%
Uppercase Letter 14
 
1.0%
Other Symbol 3
 
0.2%
Decimal Number 3
 
0.2%
Connector Punctuation 1
 
0.1%
Other Punctuation 1
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
학 87
 
7.0%
교 83
 
6.7%
등 58
 
4.7%
안 48
 
3.9%
양 44
 
3.6%
원 42
 
3.4%
초 41
 
3.3%
주 39
 
3.2%
중 24
 
1.9%
병 22
 
1.8%
Other values (219) 748
60.5%
Uppercase Letter
ValueCountFrequency (%)
L 4
28.6%
S 4
28.6%
G 1
 
7.1%
D 1
 
7.1%
R 1
 
7.1%
T 1
 
7.1%
K 1
 
7.1%
C 1
 
7.1%
Decimal Number
ValueCountFrequency (%)
2 2
66.7%
1 1
33.3%
Space Separator
ValueCountFrequency (%)
49
100.0%
Open Punctuation
ValueCountFrequency (%)
( 45
100.0%
Close Punctuation
ValueCountFrequency (%)
) 45
100.0%
Other Symbol
ValueCountFrequency (%)
㈜ 3
100.0%
Connector Punctuation
ValueCountFrequency (%)
_ 1
100.0%
Other Punctuation
ValueCountFrequency (%)
& 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 1239
88.7%
Common 144
 
10.3%
Latin 14
 
1.0%

Most frequent character per script

Hangul
ValueCountFrequency (%)
학 87
 
7.0%
교 83
 
6.7%
등 58
 
4.7%
안 48
 
3.9%
양 44
 
3.6%
원 42
 
3.4%
초 41
 
3.3%
주 39
 
3.1%
중 24
 
1.9%
병 22
 
1.8%
Other values (220) 751
60.6%
Latin
ValueCountFrequency (%)
L 4
28.6%
S 4
28.6%
G 1
 
7.1%
D 1
 
7.1%
R 1
 
7.1%
T 1
 
7.1%
K 1
 
7.1%
C 1
 
7.1%
Common
ValueCountFrequency (%)
49
34.0%
( 45
31.2%
) 45
31.2%
2 2
 
1.4%
_ 1
 
0.7%
1 1
 
0.7%
& 1
 
0.7%

Most occurring blocks

ValueCountFrequency (%)
Hangul 1236
88.5%
ASCII 158
 
11.3%
None 3
 
0.2%

Most frequent character per block

Hangul
ValueCountFrequency (%)
학 87
 
7.0%
교 83
 
6.7%
등 58
 
4.7%
안 48
 
3.9%
양 44
 
3.6%
원 42
 
3.4%
초 41
 
3.3%
주 39
 
3.2%
중 24
 
1.9%
병 22
 
1.8%
Other values (219) 748
60.5%
ASCII
ValueCountFrequency (%)
49
31.0%
( 45
28.5%
) 45
28.5%
L 4
 
2.5%
S 4
 
2.5%
2 2
 
1.3%
G 1
 
0.6%
_ 1
 
0.6%
1 1
 
0.6%
D 1
 
0.6%
Other values (5) 5
 
3.2%
None
ValueCountFrequency (%)
㈜ 3
100.0%

사업장 소재지 주소
Text

Distinct152
Distinct (%)97.4%
Missing0
Missing (%)0.0%
Memory size1.3 KiB
2023-12-12T08:54:43.757435image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length56
Median length42
Mean length29.820513
Min length19

Characters and Unicode

Total characters4652
Distinct characters189
Distinct categories10 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique148 ?
Unique (%)94.9%

Sample

1st row경기도 안양시 동안구 달안로 37 (비산동)
2nd row경기도 안양시 동안구 동안로 90 (호계동)
3rd row경기도 안양시 만안구 예술공원로103번길 73 (석수동)
4th row경기도 안양시 만안구 양화로217번길 30 (석수동)
5th row경기도 안양시 만안구 창박로 26 (안양동)
ValueCountFrequency (%)
경기도 156
 
15.6%
안양시 156
 
15.6%
동안구 93
 
9.3%
만안구 63
 
6.3%
안양동 38
 
3.8%
관양동 31
 
3.1%
호계동 29
 
2.9%
비산동 18
 
1.8%
석수동 18
 
1.8%
시민대로 10
 
1.0%
Other values (273) 390
38.9%
2023-12-12T08:54:44.212565image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
847
18.2%
안 393
 
8.4%
동 258
 
5.5%
양 257
 
5.5%
경 171
 
3.7%
시 168
 
3.6%
) 160
 
3.4%
( 160
 
3.4%
기 158
 
3.4%
로 156
 
3.4%
Other values (179) 1924
41.4%

Most occurring categories

ValueCountFrequency (%)
Other Letter 2840
61.0%
Space Separator 847
 
18.2%
Decimal Number 569
 
12.2%
Close Punctuation 160
 
3.4%
Open Punctuation 160
 
3.4%
Connector Punctuation 46
 
1.0%
Uppercase Letter 16
 
0.3%
Dash Punctuation 10
 
0.2%
Other Punctuation 3
 
0.1%
Math Symbol 1
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
안 393
13.8%
동 258
 
9.1%
양 257
 
9.0%
경 171
 
6.0%
시 168
 
5.9%
기 158
 
5.6%
로 156
 
5.5%
구 156
 
5.5%
도 156
 
5.5%
만 64
 
2.3%
Other values (149) 903
31.8%
Uppercase Letter
ValueCountFrequency (%)
B 3
18.8%
C 2
12.5%
S 2
12.5%
L 1
 
6.2%
Z 1
 
6.2%
D 1
 
6.2%
R 1
 
6.2%
I 1
 
6.2%
T 1
 
6.2%
K 1
 
6.2%
Other values (2) 2
12.5%
Decimal Number
ValueCountFrequency (%)
1 116
20.4%
2 85
14.9%
3 75
13.2%
4 51
9.0%
7 51
9.0%
5 48
8.4%
0 45
 
7.9%
8 39
 
6.9%
6 37
 
6.5%
9 22
 
3.9%
Other Punctuation
ValueCountFrequency (%)
. 2
66.7%
& 1
33.3%
Space Separator
ValueCountFrequency (%)
847
100.0%
Close Punctuation
ValueCountFrequency (%)
) 160
100.0%
Open Punctuation
ValueCountFrequency (%)
( 160
100.0%
Connector Punctuation
ValueCountFrequency (%)
_ 46
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 10
100.0%
Math Symbol
ValueCountFrequency (%)
~ 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 2840
61.0%
Common 1796
38.6%
Latin 16
 
0.3%

Most frequent character per script

Hangul
ValueCountFrequency (%)
안 393
13.8%
동 258
 
9.1%
양 257
 
9.0%
경 171
 
6.0%
시 168
 
5.9%
기 158
 
5.6%
로 156
 
5.5%
구 156
 
5.5%
도 156
 
5.5%
만 64
 
2.3%
Other values (149) 903
31.8%
Common
ValueCountFrequency (%)
847
47.2%
) 160
 
8.9%
( 160
 
8.9%
1 116
 
6.5%
2 85
 
4.7%
3 75
 
4.2%
4 51
 
2.8%
7 51
 
2.8%
5 48
 
2.7%
_ 46
 
2.6%
Other values (8) 157
 
8.7%
Latin
ValueCountFrequency (%)
B 3
18.8%
C 2
12.5%
S 2
12.5%
L 1
 
6.2%
Z 1
 
6.2%
D 1
 
6.2%
R 1
 
6.2%
I 1
 
6.2%
T 1
 
6.2%
K 1
 
6.2%
Other values (2) 2
12.5%

Most occurring blocks

ValueCountFrequency (%)
Hangul 2840
61.0%
ASCII 1812
39.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
847
46.7%
) 160
 
8.8%
( 160
 
8.8%
1 116
 
6.4%
2 85
 
4.7%
3 75
 
4.1%
4 51
 
2.8%
7 51
 
2.8%
5 48
 
2.6%
_ 46
 
2.5%
Other values (20) 173
 
9.5%
Hangul
ValueCountFrequency (%)
안 393
13.8%
동 258
 
9.1%
양 257
 
9.0%
경 171
 
6.0%
시 168
 
5.9%
기 158
 
5.6%
로 156
 
5.5%
구 156
 
5.5%
도 156
 
5.5%
만 64
 
2.3%
Other values (149) 903
31.8%

데이터기준일
Date

CONSTANT 

Distinct1
Distinct (%)0.6%
Missing0
Missing (%)0.0%
Memory size1.3 KiB
Minimum2023-08-18 00:00:00
Maximum2023-08-18 00:00:00
2023-12-12T08:54:44.314676image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T08:54:44.397086image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=1)

Interactions

2023-12-12T08:54:42.425212image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Missing values

2023-12-12T08:54:42.538954image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-12T08:54:42.621163image/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

순번상호사업장 소재지 주소데이터기준일
01안양부흥초등학교경기도 안양시 동안구 달안로 37 (비산동)2023-08-18
12범계초등학교경기도 안양시 동안구 동안로 90 (호계동)2023-08-18
23안양호암초등학교경기도 안양시 만안구 예술공원로103번길 73 (석수동)2023-08-18
34화창초등학교경기도 안양시 만안구 양화로217번길 30 (석수동)2023-08-18
45안양서중학교경기도 안양시 만안구 창박로 26 (안양동)2023-08-18
56인덕원중학교경기도 안양시 동안구 벌말로 174 (관양동)2023-08-18
67명학초등학교경기도 안양시 만안구 명학로 55 (안양동)2023-08-18
78안양공업고등학교경기도 안양시 만안구 양화로28번길 69 (안양동)2023-08-18
89양지초등학교경기도 안양시 만안구 병목안로130번길 69 (안양동)2023-08-18
910삼성초등학교경기도 안양시 만안구 경수대로 1240 (석수동_ 삼성초등학교)2023-08-18
순번상호사업장 소재지 주소데이터기준일
146147㈜풀무원푸드앤컬처효성기술원점경기도 안양시 동안구 시민대로 74-32 (호계동)2023-08-18
147148(주)오케이푸드 평촌종로학원경기도 안양시 동안구 평촌대로 112_ 지지평촌빌딩 (평촌동)2023-08-18
148149(주)아워홈 한림대성심병원 평촌점경기도 안양시 동안구 관평로170번길 112023-08-18
149150풀무원푸드앤컬처 태양당인쇄경기도 안양시 만안구 석수로 492 (석수동)2023-08-18
150151(주)아워홈 연성대학교점경기도 안양시 만안구 양화로47번길 58 (안양동_ 연성대학교)2023-08-18
151152연성대학교부속유치원경기도 안양시 만안구 양화로37번길 32 (안양동)2023-08-18
152153(주)삼원프라자경기도 안양시 만안구 장내로139번길 7 (안양동)2023-08-18
153154코암관광호텔경기도 안양시 만안구 만안로 101 (안양동)2023-08-18
154155어반부띠크호텔경기도 안양시 동안구 흥안대로 497_ 어반부띠크 관광호텔 (관양동)2023-08-18
155156CS 프리미어관광호텔경기도 안양시 만안구 경수대로 1180_ CS 프리미어관광호텔 1층 (안양동)2023-08-18