Overview

Dataset statistics

Number of variables11
Number of observations1706
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory163.4 KiB
Average record size in memory98.1 B

Variable types

Numeric5
Categorical5
DateTime1

Dataset

Description남해군 내 숙박업, 요식업 현황정보에 대한 격자 데이터로 500cell 단위 격자 내 요식업, 숙박업 분류별 업체 수 정보를 제공합니다.
Author경상남도 남해군
URLhttps://www.data.go.kr/data/15109583/fileData.do

Alerts

데이터기준일자 has constant value ""Constant
관광숙박업체수 is highly imbalanced (97.4%)Imbalance
관광펜션업체수 is highly imbalanced (93.5%)Imbalance
일반야영장업체수 is highly imbalanced (93.7%)Imbalance
자동차야영장업체수 is highly imbalanced (98.7%)Imbalance
한옥체험업체수 is highly imbalanced (99.3%)Imbalance
숙박업체수 has 1624 (95.2%) zerosZeros
일반음식점수 has 1509 (88.5%) zerosZeros
휴게음식점수 has 1618 (94.8%) zerosZeros

Reproduction

Analysis started2023-12-12 07:57:39.974459
Analysis finished2023-12-12 07:57:44.660268
Duration4.69 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

격자(엑스)좌표
Real number (ℝ)

Distinct51
Distinct (%)3.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean395192.47
Minimum382776
Maximum407776
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size15.1 KiB
2023-12-12T16:57:44.748912image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum382776
5-th percentile385276
Q1389276
median395276
Q3401276
95-th percentile404776
Maximum407776
Range25000
Interquartile range (IQR)12000

Descriptive statistics

Standard deviation6651.7189
Coefficient of variation (CV)0.016831593
Kurtosis-1.3418657
Mean395192.47
Median Absolute Deviation (MAD)6000
Skewness-0.0052434975
Sum6.7419836 × 108
Variance44245365
MonotonicityNot monotonic
2023-12-12T16:57:45.289218image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
390276 51
 
3.0%
389776 51
 
3.0%
389276 50
 
2.9%
402776 50
 
2.9%
390776 50
 
2.9%
391276 49
 
2.9%
388776 49
 
2.9%
388276 49
 
2.9%
402276 49
 
2.9%
387776 48
 
2.8%
Other values (41) 1210
70.9%
ValueCountFrequency (%)
382776 7
 
0.4%
383276 10
 
0.6%
383776 14
 
0.8%
384276 17
 
1.0%
384776 23
1.3%
385276 30
1.8%
385776 33
1.9%
386276 34
2.0%
386776 43
2.5%
387276 47
2.8%
ValueCountFrequency (%)
407776 3
 
0.2%
407276 4
 
0.2%
406776 4
 
0.2%
406276 15
 
0.9%
405776 23
1.3%
405276 34
2.0%
404776 44
2.6%
404276 42
2.5%
403776 41
2.4%
403276 47
2.8%

격자(와이)좌표
Real number (ℝ)

Distinct60
Distinct (%)3.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean246552.4
Minimum231417
Maximum260917
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size15.1 KiB
2023-12-12T16:57:45.474945image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum231417
5-th percentile235917
Q1240917
median246417
Q3251917
95-th percentile257917
Maximum260917
Range29500
Interquartile range (IQR)11000

Descriptive statistics

Standard deviation6773.7947
Coefficient of variation (CV)0.027474056
Kurtosis-0.90345306
Mean246552.4
Median Absolute Deviation (MAD)5500
Skewness0.045189088
Sum4.206184 × 108
Variance45884294
MonotonicityIncreasing
2023-12-12T16:57:45.693395image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
244917 44
 
2.6%
246417 43
 
2.5%
245917 43
 
2.5%
245417 43
 
2.5%
244417 42
 
2.5%
243417 41
 
2.4%
246917 41
 
2.4%
243917 41
 
2.4%
248917 40
 
2.3%
247417 40
 
2.3%
Other values (50) 1288
75.5%
ValueCountFrequency (%)
231417 3
 
0.2%
231917 2
 
0.1%
232417 3
 
0.2%
232917 5
 
0.3%
233417 6
 
0.4%
233917 4
 
0.2%
234417 13
0.8%
234917 19
1.1%
235417 19
1.1%
235917 22
1.3%
ValueCountFrequency (%)
260917 3
 
0.2%
260417 10
0.6%
259917 12
0.7%
259417 13
0.8%
258917 14
0.8%
258417 14
0.8%
257917 21
1.2%
257417 22
1.3%
256917 22
1.3%
256417 21
1.2%

관광숙박업체수
Categorical

IMBALANCE 

Distinct3
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Memory size13.5 KiB
0
1699 
1
 
5
2
 
2

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 1699
99.6%
1 5
 
0.3%
2 2
 
0.1%

Length

2023-12-12T16:57:45.920850image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T16:57:46.049792image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 1699
99.6%
1 5
 
0.3%
2 2
 
0.1%

관광펜션업체수
Categorical

IMBALANCE 

Distinct3
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Memory size13.5 KiB
0
1686 
1
 
14
2
 
6

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 1686
98.8%
1 14
 
0.8%
2 6
 
0.4%

Length

2023-12-12T16:57:46.199841image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T16:57:46.344735image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 1686
98.8%
1 14
 
0.8%
2 6
 
0.4%

숙박업체수
Real number (ℝ)

ZEROS 

Distinct6
Distinct (%)0.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.07971864
Minimum0
Maximum5
Zeros1624
Zeros (%)95.2%
Negative0
Negative (%)0.0%
Memory size15.1 KiB
2023-12-12T16:57:46.472512image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum5
Range5
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.42582214
Coefficient of variation (CV)5.341563
Kurtosis63.437339
Mean0.07971864
Median Absolute Deviation (MAD)0
Skewness7.2643047
Sum136
Variance0.1813245
MonotonicityNot monotonic
2023-12-12T16:57:46.607505image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=6)
ValueCountFrequency (%)
0 1624
95.2%
1 51
 
3.0%
2 19
 
1.1%
3 5
 
0.3%
5 4
 
0.2%
4 3
 
0.2%
ValueCountFrequency (%)
0 1624
95.2%
1 51
 
3.0%
2 19
 
1.1%
3 5
 
0.3%
4 3
 
0.2%
5 4
 
0.2%
ValueCountFrequency (%)
5 4
 
0.2%
4 3
 
0.2%
3 5
 
0.3%
2 19
 
1.1%
1 51
 
3.0%
0 1624
95.2%

일반야영장업체수
Categorical

IMBALANCE 

Distinct3
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Memory size13.5 KiB
0
1685 
1
 
20
2
 
1

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique1 ?
Unique (%)0.1%

Sample

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

Common Values

ValueCountFrequency (%)
0 1685
98.8%
1 20
 
1.2%
2 1
 
0.1%

Length

2023-12-12T16:57:46.785593image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T16:57:46.914831image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 1685
98.8%
1 20
 
1.2%
2 1
 
0.1%

일반음식점수
Real number (ℝ)

ZEROS 

Distinct23
Distinct (%)1.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.5
Minimum0
Maximum81
Zeros1509
Zeros (%)88.5%
Negative0
Negative (%)0.0%
Memory size15.1 KiB
2023-12-12T16:57:47.048610image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile2
Maximum81
Range81
Interquartile range (IQR)0

Descriptive statistics

Standard deviation3.6650445
Coefficient of variation (CV)7.330089
Kurtosis289.60716
Mean0.5
Median Absolute Deviation (MAD)0
Skewness15.487162
Sum853
Variance13.432551
MonotonicityNot monotonic
2023-12-12T16:57:47.207088image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=23)
ValueCountFrequency (%)
0 1509
88.5%
1 105
 
6.2%
2 37
 
2.2%
4 13
 
0.8%
3 8
 
0.5%
6 7
 
0.4%
5 6
 
0.4%
23 3
 
0.2%
9 3
 
0.2%
8 2
 
0.1%
Other values (13) 13
 
0.8%
ValueCountFrequency (%)
0 1509
88.5%
1 105
 
6.2%
2 37
 
2.2%
3 8
 
0.5%
4 13
 
0.8%
5 6
 
0.4%
6 7
 
0.4%
7 1
 
0.1%
8 2
 
0.1%
9 3
 
0.2%
ValueCountFrequency (%)
81 1
 
0.1%
78 1
 
0.1%
47 1
 
0.1%
45 1
 
0.1%
33 1
 
0.1%
27 1
 
0.1%
26 1
 
0.1%
23 3
0.2%
17 1
 
0.1%
16 1
 
0.1%

자동차야영장업체수
Categorical

IMBALANCE 

Distinct2
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size13.5 KiB
0
1704 
1
 
2

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 1704
99.9%
1 2
 
0.1%

Length

2023-12-12T16:57:47.363804image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T16:57:47.483448image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 1704
99.9%
1 2
 
0.1%

한옥체험업체수
Categorical

IMBALANCE 

Distinct2
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size13.5 KiB
0
1705 
1
 
1

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique1 ?
Unique (%)0.1%

Sample

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

Common Values

ValueCountFrequency (%)
0 1705
99.9%
1 1
 
0.1%

Length

2023-12-12T16:57:47.617967image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T16:57:47.761405image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 1705
99.9%
1 1
 
0.1%

휴게음식점수
Real number (ℝ)

ZEROS 

Distinct12
Distinct (%)0.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.12016413
Minimum0
Maximum20
Zeros1618
Zeros (%)94.8%
Negative0
Negative (%)0.0%
Memory size15.1 KiB
2023-12-12T16:57:47.897539image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile1
Maximum20
Range20
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.86318185
Coefficient of variation (CV)7.1833572
Kurtosis251.97387
Mean0.12016413
Median Absolute Deviation (MAD)0
Skewness14.047732
Sum205
Variance0.74508291
MonotonicityNot monotonic
2023-12-12T16:57:48.066671image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=12)
ValueCountFrequency (%)
0 1618
94.8%
1 54
 
3.2%
2 17
 
1.0%
3 5
 
0.3%
5 3
 
0.2%
9 2
 
0.1%
4 2
 
0.1%
8 1
 
0.1%
11 1
 
0.1%
20 1
 
0.1%
Other values (2) 2
 
0.1%
ValueCountFrequency (%)
0 1618
94.8%
1 54
 
3.2%
2 17
 
1.0%
3 5
 
0.3%
4 2
 
0.1%
5 3
 
0.2%
7 1
 
0.1%
8 1
 
0.1%
9 2
 
0.1%
11 1
 
0.1%
ValueCountFrequency (%)
20 1
 
0.1%
15 1
 
0.1%
11 1
 
0.1%
9 2
 
0.1%
8 1
 
0.1%
7 1
 
0.1%
5 3
 
0.2%
4 2
 
0.1%
3 5
 
0.3%
2 17
1.0%

데이터기준일자
Date

CONSTANT 

Distinct1
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size13.5 KiB
Minimum2022-11-07 00:00:00
Maximum2022-11-07 00:00:00
2023-12-12T16:57:48.210331image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T16:57:48.324758image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=1)

Interactions

2023-12-12T16:57:43.737331image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T16:57:40.727408image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T16:57:41.433729image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T16:57:42.478767image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T16:57:43.179996image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T16:57:43.836796image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T16:57:40.849748image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T16:57:41.543541image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T16:57:42.644356image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T16:57:43.288664image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T16:57:43.967052image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T16:57:40.987629image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T16:57:41.676885image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T16:57:42.795270image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T16:57:43.394337image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T16:57:44.135345image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T16:57:41.138163image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T16:57:41.802692image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T16:57:42.912624image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T16:57:43.513804image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T16:57:44.247551image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T16:57:41.281402image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T16:57:42.006766image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T16:57:43.044009image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T16:57:43.625264image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-12T16:57:48.438982image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
격자(엑스)좌표격자(와이)좌표관광숙박업체수관광펜션업체수숙박업체수일반야영장업체수일반음식점수자동차야영장업체수한옥체험업체수휴게음식점수
격자(엑스)좌표1.0000.4630.0810.0000.0000.0690.0000.0000.0000.000
격자(와이)좌표0.4631.0000.0340.1170.1610.0370.0270.0810.1260.000
관광숙박업체수0.0810.0341.0000.0000.4760.0000.1510.0000.0000.217
관광펜션업체수0.0000.1170.0001.0000.2740.1640.0000.0000.0000.000
숙박업체수0.0000.1610.4760.2741.0000.3540.5610.0000.0000.634
일반야영장업체수0.0690.0370.0000.1640.3541.0000.0000.0000.0000.253
일반음식점수0.0000.0270.1510.0000.5610.0001.0000.0000.0000.884
자동차야영장업체수0.0000.0810.0000.0000.0000.0000.0001.0000.0000.000
한옥체험업체수0.0000.1260.0000.0000.0000.0000.0000.0001.0000.000
휴게음식점수0.0000.0000.2170.0000.6340.2530.8840.0000.0001.000
2023-12-12T16:57:48.632653image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
일반야영장업체수관광펜션업체수관광숙박업체수한옥체험업체수자동차야영장업체수
일반야영장업체수1.0000.0500.0000.0000.000
관광펜션업체수0.0501.0000.0000.0000.000
관광숙박업체수0.0000.0001.0000.0000.000
한옥체험업체수0.0000.0000.0001.0000.000
자동차야영장업체수0.0000.0000.0000.0001.000
2023-12-12T16:57:48.784418image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
격자(엑스)좌표격자(와이)좌표숙박업체수일반음식점수휴게음식점수관광숙박업체수관광펜션업체수일반야영장업체수자동차야영장업체수한옥체험업체수
격자(엑스)좌표1.000-0.2000.0760.0170.0470.0450.0000.0410.0000.000
격자(와이)좌표-0.2001.000-0.094-0.016-0.0440.0200.0660.0220.0620.096
숙박업체수0.076-0.0941.0000.3640.2640.2240.1180.1570.0000.000
일반음식점수0.017-0.0160.3641.0000.4720.1020.0000.0000.0000.000
휴게음식점수0.047-0.0440.2640.4721.0000.0990.0000.0000.0000.000
관광숙박업체수0.0450.0200.2240.1020.0991.0000.0000.0000.0000.000
관광펜션업체수0.0000.0660.1180.0000.0000.0001.0000.0500.0000.000
일반야영장업체수0.0410.0220.1570.0000.0000.0000.0501.0000.0000.000
자동차야영장업체수0.0000.0620.0000.0000.0000.0000.0000.0001.0000.000
한옥체험업체수0.0000.0960.0000.0000.0000.0000.0000.0000.0001.000

Missing values

2023-12-12T16:57:44.385345image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-12T16:57:44.582054image/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

격자(엑스)좌표격자(와이)좌표관광숙박업체수관광펜션업체수숙박업체수일반야영장업체수일반음식점수자동차야영장업체수한옥체험업체수휴게음식점수데이터기준일자
0404276231417000000002022-11-07
1404776231417000000002022-11-07
2405776231417000000002022-11-07
3404276231917000000002022-11-07
4404776231917000000002022-11-07
5404276232417000000002022-11-07
6404776232417000000002022-11-07
7405276232417000000002022-11-07
8402276232917000000002022-11-07
9402776232917000000002022-11-07
격자(엑스)좌표격자(와이)좌표관광숙박업체수관광펜션업체수숙박업체수일반야영장업체수일반음식점수자동차야영장업체수한옥체험업체수휴게음식점수데이터기준일자
1696389776260417000000002022-11-07
1697390276260417000000002022-11-07
1698390776260417000000002022-11-07
1699391276260417000010002022-11-07
1700391776260417000010002022-11-07
1701392776260417000000002022-11-07
1702393276260417000000002022-11-07
1703389776260917000000002022-11-07
1704390276260917000000002022-11-07
1705390776260917000000002022-11-07