Overview

Dataset statistics

Number of variables8
Number of observations194
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory12.8 KiB
Average record size in memory67.7 B

Variable types

Categorical5
Numeric3

Dataset

Description대구광역시 남구 장애인등록현황에 대한 데이터로 동별 장애인등록현황 정보(장애 유형, 장애 정도로 분류)를 제공합니다.
Author대구광역시 남구
URLhttps://www.data.go.kr/data/15085829/fileData.do

Alerts

시도 has constant value ""Constant
시군구 has constant value ""Constant
데이터기준일자 has constant value ""Constant
합계 is highly overall correlated with 심한 장애 and 1 other fieldsHigh correlation
심한 장애 is highly overall correlated with 합계High correlation
심하지 않은 장애 is highly overall correlated with 합계High correlation
심한 장애 has 31 (16.0%) zerosZeros
심하지 않은 장애 has 49 (25.3%) zerosZeros

Reproduction

Analysis started2024-03-14 18:57:39.670238
Analysis finished2024-03-14 18:57:42.940135
Duration3.27 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

시도
Categorical

CONSTANT 

Distinct1
Distinct (%)0.5%
Missing0
Missing (%)0.0%
Memory size1.6 KiB
대구광역시
194 

Length

Max length5
Median length5
Mean length5
Min length5

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
대구광역시 194
100.0%

Length

2024-03-15T03:57:43.140245image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-15T03:57:43.446020image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
대구광역시 194
100.0%

시군구
Categorical

CONSTANT 

Distinct1
Distinct (%)0.5%
Missing0
Missing (%)0.0%
Memory size1.6 KiB
남구
194 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
남구 194
100.0%

Length

2024-03-15T03:57:43.719407image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-15T03:57:43.990071image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
남구 194
100.0%

읍면동
Categorical

Distinct13
Distinct (%)6.7%
Missing0
Missing (%)0.0%
Memory size1.6 KiB
대명2동
16 
대명3동
16 
대명9동
16 
이천동
15 
봉덕1동
15 
Other values (8)
116 

Length

Max length5
Median length4
Mean length4.0721649
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
대명2동 16
 
8.2%
대명3동 16
 
8.2%
대명9동 16
 
8.2%
이천동 15
 
7.7%
봉덕1동 15
 
7.7%
봉덕2동 15
 
7.7%
봉덕3동 15
 
7.7%
대명1동 15
 
7.7%
대명11동 15
 
7.7%
대명4동 14
 
7.2%
Other values (3) 42
21.6%

Length

2024-03-15T03:57:44.367113image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
대명2동 16
 
8.2%
대명3동 16
 
8.2%
대명9동 16
 
8.2%
이천동 15
 
7.7%
봉덕1동 15
 
7.7%
봉덕2동 15
 
7.7%
봉덕3동 15
 
7.7%
대명1동 15
 
7.7%
대명11동 15
 
7.7%
대명4동 14
 
7.2%
Other values (3) 42
21.6%

장애유형
Categorical

Distinct16
Distinct (%)8.2%
Missing0
Missing (%)0.0%
Memory size1.6 KiB
소계
13 
지체
13 
시각
13 
청각
13 
언어
13 
Other values (11)
129 

Length

Max length5
Median length2
Mean length2.3814433
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row소계
2nd row지체
3rd row시각
4th row청각
5th row언어

Common Values

ValueCountFrequency (%)
소계 13
 
6.7%
지체 13
 
6.7%
시각 13
 
6.7%
청각 13
 
6.7%
언어 13
 
6.7%
지적 13
 
6.7%
뇌병변 13
 
6.7%
자폐성 13
 
6.7%
정신 13
 
6.7%
신장 13
 
6.7%
Other values (6) 64
33.0%

Length

2024-03-15T03:57:44.672388image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
소계 13
 
6.7%
지체 13
 
6.7%
시각 13
 
6.7%
청각 13
 
6.7%
언어 13
 
6.7%
지적 13
 
6.7%
뇌병변 13
 
6.7%
자폐성 13
 
6.7%
정신 13
 
6.7%
신장 13
 
6.7%
Other values (6) 64
33.0%

합계
Real number (ℝ)

HIGH CORRELATION 

Distinct89
Distinct (%)45.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean97.556701
Minimum1
Maximum1011
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.8 KiB
2024-03-15T03:57:45.038534image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile1
Q13
median24
Q379.5
95-th percentile632.4
Maximum1011
Range1010
Interquartile range (IQR)76.5

Descriptive statistics

Standard deviation189.73049
Coefficient of variation (CV)1.9448227
Kurtosis8.7972826
Mean97.556701
Median Absolute Deviation (MAD)22.5
Skewness2.9737723
Sum18926
Variance35997.657
MonotonicityNot monotonic
2024-03-15T03:57:45.479439image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1 25
 
12.9%
3 14
 
7.2%
2 12
 
6.2%
4 9
 
4.6%
5 8
 
4.1%
6 7
 
3.6%
7 6
 
3.1%
31 4
 
2.1%
8 3
 
1.5%
40 3
 
1.5%
Other values (79) 103
53.1%
ValueCountFrequency (%)
1 25
12.9%
2 12
6.2%
3 14
7.2%
4 9
 
4.6%
5 8
 
4.1%
6 7
 
3.6%
7 6
 
3.1%
8 3
 
1.5%
9 2
 
1.0%
10 3
 
1.5%
ValueCountFrequency (%)
1011 1
0.5%
948 1
0.5%
833 2
1.0%
821 1
0.5%
736 1
0.5%
701 2
1.0%
678 1
0.5%
661 1
0.5%
617 1
0.5%
567 1
0.5%

심한 장애
Real number (ℝ)

HIGH CORRELATION  ZEROS 

Distinct72
Distinct (%)37.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean33.484536
Minimum0
Maximum375
Zeros31
Zeros (%)16.0%
Negative0
Negative (%)0.0%
Memory size1.8 KiB
2024-03-15T03:57:45.887791image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q11
median11
Q336
95-th percentile188.3
Maximum375
Range375
Interquartile range (IQR)35

Descriptive statistics

Standard deviation63.794296
Coefficient of variation (CV)1.9051868
Kurtosis11.37421
Mean33.484536
Median Absolute Deviation (MAD)11
Skewness3.3272223
Sum6496
Variance4069.7122
MonotonicityNot monotonic
2024-03-15T03:57:46.333031image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 31
 
16.0%
1 27
 
13.9%
2 11
 
5.7%
6 5
 
2.6%
23 5
 
2.6%
4 4
 
2.1%
9 4
 
2.1%
11 4
 
2.1%
32 3
 
1.5%
34 3
 
1.5%
Other values (62) 97
50.0%
ValueCountFrequency (%)
0 31
16.0%
1 27
13.9%
2 11
 
5.7%
3 3
 
1.5%
4 4
 
2.1%
5 3
 
1.5%
6 5
 
2.6%
7 3
 
1.5%
8 2
 
1.0%
9 4
 
2.1%
ValueCountFrequency (%)
375 1
0.5%
328 1
0.5%
309 1
0.5%
280 1
0.5%
279 1
0.5%
277 1
0.5%
253 1
0.5%
226 1
0.5%
222 1
0.5%
200 1
0.5%

심하지 않은 장애
Real number (ℝ)

HIGH CORRELATION  ZEROS 

Distinct66
Distinct (%)34.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean64.072165
Minimum0
Maximum636
Zeros49
Zeros (%)25.3%
Negative0
Negative (%)0.0%
Memory size1.8 KiB
2024-03-15T03:57:46.743873image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10.25
median3
Q348.5
95-th percentile428.5
Maximum636
Range636
Interquartile range (IQR)48.25

Descriptive statistics

Standard deviation131.51767
Coefficient of variation (CV)2.052649
Kurtosis6.3529587
Mean64.072165
Median Absolute Deviation (MAD)3
Skewness2.5812128
Sum12430
Variance17296.896
MonotonicityNot monotonic
2024-03-15T03:57:47.039503image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 49
25.3%
1 32
16.5%
3 13
 
6.7%
4 10
 
5.2%
6 8
 
4.1%
2 7
 
3.6%
7 5
 
2.6%
5 4
 
2.1%
61 3
 
1.5%
161 2
 
1.0%
Other values (56) 61
31.4%
ValueCountFrequency (%)
0 49
25.3%
1 32
16.5%
2 7
 
3.6%
3 13
 
6.7%
4 10
 
5.2%
5 4
 
2.1%
6 8
 
4.1%
7 5
 
2.6%
9 2
 
1.0%
22 1
 
0.5%
ValueCountFrequency (%)
636 1
0.5%
620 1
0.5%
553 1
0.5%
542 1
0.5%
524 1
0.5%
501 1
0.5%
475 1
0.5%
459 1
0.5%
439 1
0.5%
435 1
0.5%

데이터기준일자
Categorical

CONSTANT 

Distinct1
Distinct (%)0.5%
Missing0
Missing (%)0.0%
Memory size1.6 KiB
2023-12-31
194 

Length

Max length10
Median length10
Mean length10
Min length10

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2023-12-31
2nd row2023-12-31
3rd row2023-12-31
4th row2023-12-31
5th row2023-12-31

Common Values

ValueCountFrequency (%)
2023-12-31 194
100.0%

Length

2024-03-15T03:57:47.458863image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-15T03:57:47.809884image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2023-12-31 194
100.0%

Interactions

2024-03-15T03:57:41.484160image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-03-15T03:57:39.958947image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-03-15T03:57:40.711243image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-03-15T03:57:41.733602image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-03-15T03:57:40.203742image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-03-15T03:57:40.959289image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-03-15T03:57:41.991450image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-03-15T03:57:40.458554image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-03-15T03:57:41.218398image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2024-03-15T03:57:47.924576image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
읍면동장애유형합계심한 장애심하지 않은 장애
읍면동1.0000.0000.0000.0000.000
장애유형0.0001.0000.7660.6530.793
합계0.0000.7661.0000.8720.989
심한 장애0.0000.6530.8721.0000.818
심하지 않은 장애0.0000.7930.9890.8181.000
2024-03-15T03:57:48.091053image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
장애유형읍면동
장애유형1.0000.000
읍면동0.0001.000
2024-03-15T03:57:48.257769image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
합계심한 장애심하지 않은 장애읍면동장애유형
합계1.0000.8870.6920.0000.440
심한 장애0.8871.0000.3870.0000.318
심하지 않은 장애0.6920.3871.0000.0000.473
읍면동0.0000.0000.0001.0000.000
장애유형0.4400.3180.4730.0001.000

Missing values

2024-03-15T03:57:42.340757image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-03-15T03:57:42.788334image/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

시도시군구읍면동장애유형합계심한 장애심하지 않은 장애데이터기준일자
0대구광역시남구이천동소계8212795422023-12-31
1대구광역시남구이천동지체285522332023-12-31
2대구광역시남구이천동시각7615612023-12-31
3대구광역시남구이천동청각224212032023-12-31
4대구광역시남구이천동언어10642023-12-31
5대구광역시남구이천동지적717102023-12-31
6대구광역시남구이천동뇌병변7348252023-12-31
7대구광역시남구이천동자폐성9902023-12-31
8대구광역시남구이천동정신242402023-12-31
9대구광역시남구이천동신장342772023-12-31
시도시군구읍면동장애유형합계심한 장애심하지 않은 장애데이터기준일자
184대구광역시남구대명11동지적434302023-12-31
185대구광역시남구대명11동뇌병변7135362023-12-31
186대구광역시남구대명11동자폐성4402023-12-31
187대구광역시남구대명11동정신232302023-12-31
188대구광역시남구대명11동신장231852023-12-31
189대구광역시남구대명11동심장1012023-12-31
190대구광역시남구대명11동호흡기2202023-12-31
191대구광역시남구대명11동간1012023-12-31
192대구광역시남구대명11동장루.요루5142023-12-31
193대구광역시남구대명11동뇌전증1012023-12-31