Overview

Dataset statistics

Number of variables4
Number of observations68
Missing cells1
Missing cells (%)0.4%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory2.3 KiB
Average record size in memory34.9 B

Variable types

Categorical3
Numeric1

Dataset

Description인천광역시 연수구 개인서비스 요금 현황에 대한 데이터로서 구분, 품목, 규격 및 단위, 금주가격 등의 항목으로 이루어져 있습니다.
Author인천광역시 연수구
URLhttps://data.incheon.go.kr/findData/publicDataDetail?dataId=3068235&srcSe=7661IVAWM27C61E190

Alerts

품 목 is highly overall correlated with 규격 및 단위High correlation
규격 및 단위 is highly overall correlated with 품 목High correlation
가격(원) has 1 (1.5%) missing valuesMissing

Reproduction

Analysis started2024-04-20 18:49:33.533087
Analysis finished2024-04-20 18:49:34.877028
Duration1.34 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

구 분
Categorical

Distinct4
Distinct (%)5.9%
Missing0
Missing (%)0.0%
Memory size676.0 B
옥련시장
17 
송도역전시장
17 
이마트연수점
17 
홈플러스연수점
17 

Length

Max length7
Median length6.5
Mean length5.75
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
옥련시장 17
25.0%
송도역전시장 17
25.0%
이마트연수점 17
25.0%
홈플러스연수점 17
25.0%

Length

2024-04-21T03:49:34.938939image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-21T03:49:35.049052image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
옥련시장 17
25.0%
송도역전시장 17
25.0%
이마트연수점 17
25.0%
홈플러스연수점 17
25.0%

품 목
Categorical

HIGH CORRELATION 

Distinct17
Distinct (%)25.0%
Missing0
Missing (%)0.0%
Memory size676.0 B
사과
 
4
배
 
4
배추
 
4
무
 
4
밤
 
4
Other values (12)
48 

Length

Max length7
Median length4
Mean length3
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row사과
2nd row배
3rd row배추
4th row무
5th row밤

Common Values

ValueCountFrequency (%)
사과 4
 
5.9%
배 4
 
5.9%
배추 4
 
5.9%
무 4
 
5.9%
밤 4
 
5.9%
대추 4
 
5.9%
쇠고기(국산) 4
 
5.9%
쇠고기(수입) 4
 
5.9%
돼지고기 4
 
5.9%
닭고기 4
 
5.9%
Other values (7) 28
41.2%

Length

2024-04-21T03:49:35.177338image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
사과 4
 
5.6%
배 4
 
5.6%
오징어 4
 
5.6%
고등어 4
 
5.6%
갈치 4
 
5.6%
명태포 4
 
5.6%
조기 4
 
5.6%
걀 4
 
5.6%
달 4
 
5.6%
닭고기 4
 
5.6%
Other values (8) 32
44.4%

규격 및 단위
Categorical

HIGH CORRELATION 

Distinct14
Distinct (%)20.6%
Missing0
Missing (%)0.0%
Memory size676.0 B
1박스(5kg)
8 
상품 1kg
8 
등심 상등육 100g
8 
1망(3포기)
4 
1개(1kg)
4 
Other values (9)
36 

Length

Max length15
Median length8
Mean length8.5294118
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row1박스(5kg)
2nd row1박스(5kg)
3rd row1망(3포기)
4th row1개(1kg)
5th row상품 1kg

Common Values

ValueCountFrequency (%)
1박스(5kg) 8
11.8%
상품 1kg 8
11.8%
등심 상등육 100g 8
11.8%
1망(3포기) 4
 
5.9%
1개(1kg) 4
 
5.9%
전지 100g 4
 
5.9%
육계 1kg 4
 
5.9%
30개 4
 
5.9%
20cm 정도 1마리 4
 
5.9%
1팩 4
 
5.9%
Other values (4) 16
23.5%

Length

2024-04-21T03:49:35.307898image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
1kg 16
 
11.8%
정도 16
 
11.8%
100g 12
 
8.8%
1마리(생물 12
 
8.8%
1박스(5kg 8
 
5.9%
등심 8
 
5.9%
상등육 8
 
5.9%
상품 8
 
5.9%
1마리 4
 
2.9%
45cm 4
 
2.9%
Other values (10) 40
29.4%

가격(원)
Real number (ℝ)

MISSING 

Distinct52
Distinct (%)77.6%
Missing1
Missing (%)1.5%
Infinite0
Infinite (%)0.0%
Mean12259.821
Minimum1200
Maximum45000
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size744.0 B
2024-04-21T03:49:35.447424image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1200
5-th percentile1500
Q15000
median9400
Q316940
95-th percentile32640
Maximum45000
Range43800
Interquartile range (IQR)11940

Descriptive statistics

Standard deviation10400.366
Coefficient of variation (CV)0.84832932
Kurtosis1.4372247
Mean12259.821
Median Absolute Deviation (MAD)5700
Skewness1.3481158
Sum821408
Variance1.081676 × 108
MonotonicityNot monotonic
2024-04-21T03:49:35.574922image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
5000 6
 
8.8%
10000 4
 
5.9%
2390 2
 
2.9%
1500 2
 
2.9%
12000 2
 
2.9%
13000 2
 
2.9%
23900 2
 
2.9%
8000 2
 
2.9%
2700 2
 
2.9%
6000 1
 
1.5%
Other values (42) 42
61.8%
ValueCountFrequency (%)
1200 1
1.5%
1370 1
1.5%
1390 1
1.5%
1500 2
2.9%
1800 1
1.5%
2390 2
2.9%
2660 1
1.5%
2700 2
2.9%
3000 1
1.5%
3100 1
1.5%
ValueCountFrequency (%)
45000 1
1.5%
43900 1
1.5%
35000 1
1.5%
33000 1
1.5%
31800 1
1.5%
30000 1
1.5%
28000 1
1.5%
26900 1
1.5%
25000 1
1.5%
23900 2
2.9%

Interactions

2024-04-21T03:49:34.521847image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2024-04-21T03:49:35.645414image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
구 분품 목규격 및 단위가격(원)
구 분1.0000.0000.0000.000
품 목0.0001.0001.0000.804
규격 및 단위0.0001.0001.0000.706
가격(원)0.0000.8040.7061.000
2024-04-21T03:49:35.722338image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
품 목규격 및 단위구 분
품 목1.0000.9720.000
규격 및 단위0.9721.0000.000
구 분0.0000.0001.000
2024-04-21T03:49:35.797409image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
가격(원)구 분품 목규격 및 단위
가격(원)1.0000.0000.4500.378
구 분0.0001.0000.0000.000
품 목0.4500.0001.0000.972
규격 및 단위0.3780.0000.9721.000

Missing values

2024-04-21T03:49:34.777604image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-04-21T03:49:34.844610image/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

구 분품 목규격 및 단위가격(원)
0옥련시장사과1박스(5kg)35000
1옥련시장배1박스(5kg)30000
2옥련시장배추1망(3포기)10000
3옥련시장무1개(1kg)1500
4옥련시장밤상품 1kg10000
5옥련시장대추상품 1kg12000
6옥련시장쇠고기(국산)등심 상등육 100g13000
7옥련시장쇠고기(수입)등심 상등육 100g3000
8옥련시장돼지고기전지 100g1500
9옥련시장닭고기육계 1kg7000
구 분품 목규격 및 단위가격(원)
58홈플러스연수점쇠고기(수입)등심 상등육 100g3100
59홈플러스연수점돼지고기전지 100g2390
60홈플러스연수점닭고기육계 1kg9980
61홈플러스연수점달 걀30개7400
62홈플러스연수점조기20cm 정도 1마리10000
63홈플러스연수점명태포1팩7990
64홈플러스연수점갈치75cm 정도 1마리(생물)11500
65홈플러스연수점고등어35cm 정도 1마리(생물)3490
66홈플러스연수점오징어45cm 정도 1마리(생물)5000
67홈플러스연수점마른멸치국물용 1kg16980