Overview

Dataset statistics

Number of variables5
Number of observations100
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory4.3 KiB
Average record size in memory44.3 B

Variable types

Categorical4
Numeric1

Alerts

anals_trget_year has constant value ""Constant
anals_trget_mt has constant value ""Constant
lon_rate is highly overall correlated with kdc_valueHigh correlation
kdc_value is highly overall correlated with lon_rateHigh correlation
lon_rate has unique valuesUnique

Reproduction

Analysis started2023-12-10 10:16:51.648820
Analysis finished2023-12-10 10:16:52.007075
Duration0.36 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

anals_trget_year
Categorical

CONSTANT 

Distinct1
Distinct (%)1.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
2021
100 

Length

Max length4
Median length4
Mean length4
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2021
2nd row2021
3rd row2021
4th row2021
5th row2021

Common Values

ValueCountFrequency (%)
2021 100
100.0%

Length

2023-12-10T19:16:52.069819image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T19:16:52.189415image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2021 100
100.0%

anals_trget_mt
Categorical

CONSTANT 

Distinct1
Distinct (%)1.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
11
100 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row11
2nd row11
3rd row11
4th row11
5th row11

Common Values

ValueCountFrequency (%)
11 100
100.0%

Length

2023-12-10T19:16:52.312063image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T19:16:52.412438image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
11 100
100.0%

area_nm
Categorical

Distinct11
Distinct (%)11.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
경기도
11 
경상북도
11 
광주광역시
11 
대구광역시
11 
대전광역시
11 
Other values (6)
45 

Length

Max length7
Median length5
Mean length4.38
Min length3

Unique

Unique1 ?
Unique (%)1.0%

Sample

1st row강원도
2nd row충청북도
3rd row강원도
4th row강원도
5th row강원도

Common Values

ValueCountFrequency (%)
경기도 11
11.0%
경상북도 11
11.0%
광주광역시 11
11.0%
대구광역시 11
11.0%
대전광역시 11
11.0%
부산광역시 11
11.0%
서울특별시 11
11.0%
경상남도 10
10.0%
강원도 9
9.0%
충청북도 3
 
3.0%

Length

2023-12-10T19:16:52.563842image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
경기도 11
11.0%
경상북도 11
11.0%
광주광역시 11
11.0%
대구광역시 11
11.0%
대전광역시 11
11.0%
부산광역시 11
11.0%
서울특별시 11
11.0%
경상남도 10
10.0%
강원도 9
9.0%
충청북도 3
 
3.0%

kdc_value
Categorical

HIGH CORRELATION 

Distinct11
Distinct (%)11.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
미상
10 
7
10 
9
10 
1
9 
2
9 
Other values (6)
52 

Length

Max length2
Median length1
Mean length1.1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row미상
2nd row7
3rd row1
4th row2
5th row3

Common Values

ValueCountFrequency (%)
미상 10
10.0%
7 10
10.0%
9 10
10.0%
1 9
9.0%
2 9
9.0%
3 9
9.0%
4 9
9.0%
5 9
9.0%
8 9
9.0%
0 8
8.0%

Length

2023-12-10T19:16:52.713544image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
미상 10
10.0%
7 10
10.0%
9 10
10.0%
1 9
9.0%
2 9
9.0%
3 9
9.0%
4 9
9.0%
5 9
9.0%
8 9
9.0%
0 8
8.0%

lon_rate
Real number (ℝ)

HIGH CORRELATION  UNIQUE 

Distinct100
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean9.20618
Minimum0.999
Maximum52.078
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T19:16:52.891261image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0.999
5-th percentile1.2597
Q12.8085
median5.0185
Q38.963
95-th percentile44.4924
Maximum52.078
Range51.079
Interquartile range (IQR)6.1545

Descriptive statistics

Standard deviation12.192197
Coefficient of variation (CV)1.3243491
Kurtosis5.0123465
Mean9.20618
Median Absolute Deviation (MAD)2.6095
Skewness2.4675939
Sum920.618
Variance148.64966
MonotonicityNot monotonic
2023-12-10T19:16:53.108337image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
3.819 1
 
1.0%
44.381 1
 
1.0%
4.126 1
 
1.0%
2.335 1
 
1.0%
5.418 1
 
1.0%
10.38 1
 
1.0%
12.829 1
 
1.0%
1.272 1
 
1.0%
3.399 1
 
1.0%
3.37 1
 
1.0%
Other values (90) 90
90.0%
ValueCountFrequency (%)
0.999 1
1.0%
1.087 1
1.0%
1.089 1
1.0%
1.096 1
1.0%
1.178 1
1.0%
1.264 1
1.0%
1.272 1
1.0%
1.291 1
1.0%
1.335 1
1.0%
1.394 1
1.0%
ValueCountFrequency (%)
52.078 1
1.0%
48.592 1
1.0%
47.069 1
1.0%
46.422 1
1.0%
45.279 1
1.0%
44.451 1
1.0%
44.381 1
1.0%
43.717 1
1.0%
33.7 1
1.0%
32.135 1
1.0%

Interactions

2023-12-10T19:16:51.771919image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-10T19:16:53.233688image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
area_nmkdc_valuelon_rate
area_nm1.0000.0000.000
kdc_value0.0001.0000.823
lon_rate0.0000.8231.000
2023-12-10T19:16:53.348464image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
area_nmkdc_value
area_nm1.0000.000
kdc_value0.0001.000
2023-12-10T19:16:53.451966image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
lon_ratearea_nmkdc_value
lon_rate1.0000.0000.585
area_nm0.0001.0000.000
kdc_value0.5850.0001.000

Missing values

2023-12-10T19:16:51.879282image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-10T19:16:51.969233image/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

anals_trget_yearanals_trget_mtarea_nmkdc_valuelon_rate
0202111강원도미상3.819
1202111충청북도74.851
2202111강원도13.596
3202111강원도21.549
4202111강원도312.854
5202111강원도48.883
6202111강원도56.068
7202111충청북도843.717
8202111강원도73.862
9202111강원도847.069
anals_trget_yearanals_trget_mtarea_nmkdc_valuelon_rate
90202111서울특별시13.034
91202111서울특별시21.087
92202111서울특별시311.351
93202111서울특별시47.582
94202111서울특별시54.628
95202111서울특별시62.538
96202111서울특별시74.901
97202111서울특별시846.422
98202111서울특별시96.058
99202111세종특별자치시미상10.039