gimi9 Pandas Profiling

Dataset statistics

Number of variables	14
Number of observations	321
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	38.1 KiB
Average record size in memory	121.4 B

Variable types

Categorical	5
Numeric	9

Dataset

Description	대구광역시 북구 관내 유형별, 동별 장애인등록현황 정보(성별, 장애 정도, 장애 유형 등으로 분류함)를 제공합니다
Author	대구광역시 북구
URL	https://www.data.go.kr/data/15030561/fileData.do

Alerts

`시도` has constant value ""	Constant
`시군구` has constant value ""	Constant
`데이터기준일자` has constant value ""	Constant
`남성 여성-합계` is highly overall correlated with `남성` and 7 other fields	High correlation
`남성` is highly overall correlated with `남성 여성-합계` and 7 other fields	High correlation
`여성` is highly overall correlated with `남성 여성-합계` and 7 other fields	High correlation
`심한 장애-소계` is highly overall correlated with `남성 여성-합계` and 4 other fields	High correlation
`심한 장애-남성` is highly overall correlated with `남성 여성-합계` and 4 other fields	High correlation
`심한 장애-여성` is highly overall correlated with `남성 여성-합계` and 4 other fields	High correlation
`심하지 않은 장애-소계` is highly overall correlated with `남성 여성-합계` and 4 other fields	High correlation
`심하지 않은 장애-남성` is highly overall correlated with `남성 여성-합계` and 4 other fields	High correlation
`심하지 않은 장애-여성` is highly overall correlated with `남성 여성-합계` and 4 other fields	High correlation
`남성` has 8 (2.5%) zeros	Zeros
`여성` has 53 (16.5%) zeros	Zeros
`심한 장애-소계` has 46 (14.3%) zeros	Zeros
`심한 장애-남성` has 58 (18.1%) zeros	Zeros
`심한 장애-여성` has 99 (30.8%) zeros	Zeros
`심하지 않은 장애-소계` has 98 (30.5%) zeros	Zeros
`심하지 않은 장애-남성` has 113 (35.2%) zeros	Zeros
`심하지 않은 장애-여성` has 138 (43.0%) zeros	Zeros

Reproduction

Analysis started	2024-03-15 00:53:29.021670
Analysis finished	2024-03-15 00:53:49.467683
Duration	20.45 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

시도
Categorical

CONSTANT

Distinct	1
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	2.6 KiB

대구광역시	321

Length

Max length	5
Median length	5
Mean length	5
Min length	5

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	대구광역시
2nd row	대구광역시
3rd row	대구광역시
4th row	대구광역시
5th row	대구광역시

Common Values

Value	Count	Frequency (%)
대구광역시	321	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
대구광역시	321	100.0%

시군구
Categorical

CONSTANT

Distinct	1
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	2.6 KiB

북구	321

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	북구
2nd row	북구
3rd row	북구
4th row	북구
5th row	북구

Common Values

Value	Count	Frequency (%)
북구	321	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
북구	321	100.0%

읍면동
Categorical

Distinct	23
Distinct (%)	7.2%
Missing	0
Missing (%)	0.0%
Memory size	2.6 KiB

국우동	16
동천동	15
침산2동	15
침산3동	15
산격1동	15
Other values (18)	245

Length

Max length	5
Median length	4
Mean length	3.5576324
Min length	3

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	고성동
2nd row	고성동
3rd row	고성동
4th row	고성동
5th row	고성동

Common Values

Value	Count	Frequency (%)
국우동	16	5.0%
동천동	15	4.7%
침산2동	15	4.7%
침산3동	15	4.7%
산격1동	15	4.7%
읍내동	15	4.7%
관음동	15	4.7%
산격4동	15	4.7%
태전2동	15	4.7%
태전1동	15	4.7%
Other values (13)	170	53.0%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
국우동	16	5.0%
침산2동	15	4.7%
침산3동	15	4.7%
산격1동	15	4.7%
읍내동	15	4.7%
관음동	15	4.7%
산격4동	15	4.7%
태전2동	15	4.7%
태전1동	15	4.7%
관문동	15	4.7%
Other values (13)	170	53.0%

장애유형
Categorical

Distinct	15
Distinct (%)	4.7%
Missing	0
Missing (%)	0.0%
Memory size	2.6 KiB

지체	23
시각	23
청각	23
언어	23
지적	23
Other values (10)	206

Length

Max length	5
Median length	2
Mean length	2.3831776
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	지체
2nd row	시각
3rd row	청각
4th row	언어
5th row	지적

Common Values

Value	Count	Frequency (%)
지체	23	7.2%
시각	23	7.2%
청각	23	7.2%
언어	23	7.2%
지적	23	7.2%
뇌병변	23	7.2%
자폐성	23	7.2%
정신	23	7.2%
신장	23	7.2%
간	23	7.2%
Other values (5)	91	28.3%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
지체	23	7.2%
시각	23	7.2%
청각	23	7.2%
언어	23	7.2%
지적	23	7.2%
뇌병변	23	7.2%
자폐성	23	7.2%
정신	23	7.2%
신장	23	7.2%
간	23	7.2%
Other values (5)	91	28.3%

남성 여성-합계
Real number (ℝ)

HIGH CORRELATION

Distinct	131
Distinct (%)	40.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	69.495327

Minimum	1
Maximum	701
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.9 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	3
median	20
Q3	86
95-th percentile	299
Maximum	701
Range	700
Interquartile range (IQR)	83

Descriptive statistics

Standard deviation	116.7704
Coefficient of variation (CV)	1.6802626
Kurtosis	8.7907687
Mean	69.495327
Median Absolute Deviation (MAD)	18
Skewness	2.8036826
Sum	22308
Variance	13635.326
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2	35	10.9%
3	26	8.1%
1	24	7.5%
4	11	3.4%
6	10	3.1%
7	9	2.8%
13	8	2.5%
5	6	1.9%
8	6	1.9%
9	5	1.6%
Other values (121)	181	56.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	24	7.5%
2	35	10.9%
3	26	8.1%
4	11	3.4%
5	6	1.9%
6	10	3.1%
7	9	2.8%
8	6	1.9%
9	5	1.6%
10	1	0.3%

Value	Count	Frequency (%)
701	1	0.3%
681	1	0.3%
555	1	0.3%
550	1	0.3%
548	1	0.3%
537	1	0.3%
524	1	0.3%
483	1	0.3%
436	1	0.3%
419	1	0.3%

남성
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	104
Distinct (%)	32.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	40.866044

Minimum	0
Maximum	469
Zeros	8
Zeros (%)	2.5%
Negative	0
Negative (%)	0.0%
Memory size	2.9 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	2
median	13
Q3	53
95-th percentile	164
Maximum	469
Range	469
Interquartile range (IQR)	51

Descriptive statistics

Standard deviation	70.46713
Coefficient of variation (CV)	1.7243443
Kurtosis	11.775036
Mean	40.866044
Median Absolute Deviation (MAD)	12
Skewness	3.1706694
Sum	13118
Variance	4965.6164
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	43	13.4%
2	32	10.0%
6	15	4.7%
3	13	4.0%
4	12	3.7%
5	11	3.4%
0	8	2.5%
11	7	2.2%
20	6	1.9%
23	6	1.9%
Other values (94)	168	52.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	8	2.5%
1	43	13.4%
2	32	10.0%
3	13	4.0%
4	12	3.7%
5	11	3.4%
6	15	4.7%
7	4	1.2%
8	5	1.6%
9	5	1.6%

Value	Count	Frequency (%)
469	1	0.3%
436	1	0.3%
349	1	0.3%
347	1	0.3%
343	1	0.3%
333	1	0.3%
328	1	0.3%
291	1	0.3%
264	1	0.3%
252	1	0.3%

여성
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	93
Distinct (%)	29.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	28.629283

Minimum	0
Maximum	245
Zeros	53
Zeros (%)	16.5%
Negative	0
Negative (%)	0.0%
Memory size	2.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	6
Q3	38
95-th percentile	146
Maximum	245
Range	245
Interquartile range (IQR)	37

Descriptive statistics

Standard deviation	47.42385
Coefficient of variation (CV)	1.6564805
Kurtosis	5.476382
Mean	28.629283
Median Absolute Deviation (MAD)	6
Skewness	2.3685222
Sum	9190
Variance	2249.0215
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	53	16.5%
1	47	14.6%
2	29	9.0%
3	12	3.7%
6	11	3.4%
4	8	2.5%
5	7	2.2%
19	6	1.9%
15	5	1.6%
12	5	1.6%
Other values (83)	138	43.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	53	16.5%
1	47	14.6%
2	29	9.0%
3	12	3.7%
4	8	2.5%
5	7	2.2%
6	11	3.4%
7	3	0.9%
8	4	1.2%
9	2	0.6%

Value	Count	Frequency (%)
245	1	0.3%
232	1	0.3%
217	1	0.3%
209	1	0.3%
206	1	0.3%
201	1	0.3%
192	1	0.3%
184	1	0.3%
181	1	0.3%
173	1	0.3%

심한 장애-소계
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	84
Distinct (%)	26.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	24.862928

Minimum	0
Maximum	249
Zeros	46
Zeros (%)	14.3%
Negative	0
Negative (%)	0.0%
Memory size	2.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	11
Q3	35
95-th percentile	100
Maximum	249
Range	249
Interquartile range (IQR)	34

Descriptive statistics

Standard deviation	34.190549
Coefficient of variation (CV)	1.3751618
Kurtosis	7.7824166
Mean	24.862928
Median Absolute Deviation (MAD)	11
Skewness	2.349468
Sum	7981
Variance	1168.9937
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	46	14.3%
1	39	12.1%
2	27	8.4%
3	10	3.1%
9	8	2.5%
5	8	2.5%
22	7	2.2%
20	6	1.9%
4	6	1.9%
37	6	1.9%
Other values (74)	158	49.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	46	14.3%
1	39	12.1%
2	27	8.4%
3	10	3.1%
4	6	1.9%
5	8	2.5%
6	5	1.6%
7	6	1.9%
8	1	0.3%
9	8	2.5%

Value	Count	Frequency (%)
249	1	0.3%
181	1	0.3%
145	1	0.3%
138	1	0.3%
131	1	0.3%
126	1	0.3%
125	1	0.3%
124	1	0.3%
123	1	0.3%
115	1	0.3%

심한 장애-남성
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	62
Distinct (%)	19.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	14.794393

Minimum	0
Maximum	144
Zeros	58
Zeros (%)	18.1%
Negative	0
Negative (%)	0.0%
Memory size	2.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	7
Q3	20
95-th percentile	60
Maximum	144
Range	144
Interquartile range (IQR)	19

Descriptive statistics

Standard deviation	20.584159
Coefficient of variation (CV)	1.3913487
Kurtosis	7.7934823
Mean	14.794393
Median Absolute Deviation (MAD)	7
Skewness	2.4112487
Sum	4749
Variance	423.70759
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	58	18.1%
1	44	13.7%
2	24	7.5%
3	10	3.1%
7	10	3.1%
9	9	2.8%
4	8	2.5%
6	8	2.5%
15	8	2.5%
17	7	2.2%
Other values (52)	135	42.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	58	18.1%
1	44	13.7%
2	24	7.5%
3	10	3.1%
4	8	2.5%
5	5	1.6%
6	8	2.5%
7	10	3.1%
8	6	1.9%
9	9	2.8%

Value	Count	Frequency (%)
144	1	0.3%
117	1	0.3%
89	2	0.6%
88	1	0.3%
79	1	0.3%
75	1	0.3%
71	2	0.6%
70	2	0.6%
69	1	0.3%
62	2	0.6%

심한 장애-여성
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	50
Distinct (%)	15.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	10.068536

Minimum	0
Maximum	105
Zeros	99
Zeros (%)	30.8%
Negative	0
Negative (%)	0.0%
Memory size	2.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	4
Q3	15
95-th percentile	38
Maximum	105
Range	105
Interquartile range (IQR)	15

Descriptive statistics

Standard deviation	14.302152
Coefficient of variation (CV)	1.4204798
Kurtosis	7.7416602
Mean	10.068536
Median Absolute Deviation (MAD)	4
Skewness	2.3177217
Sum	3232
Variance	204.55154
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	99	30.8%
1	35	10.9%
2	13	4.0%
10	11	3.4%
6	11	3.4%
4	11	3.4%
7	10	3.1%
13	10	3.1%
3	8	2.5%
25	7	2.2%
Other values (40)	106	33.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	99	30.8%
1	35	10.9%
2	13	4.0%
3	8	2.5%
4	11	3.4%
5	7	2.2%
6	11	3.4%
7	10	3.1%
8	6	1.9%
9	5	1.6%

Value	Count	Frequency (%)
105	1	0.3%
65	2	0.6%
64	1	0.3%
56	2	0.6%
53	1	0.3%
51	1	0.3%
49	1	0.3%
48	1	0.3%
45	1	0.3%
44	1	0.3%

심하지 않은 장애-소계
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	94
Distinct (%)	29.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	44.632399

Minimum	0
Maximum	577
Zeros	98
Zeros (%)	30.5%
Negative	0
Negative (%)	0.0%
Memory size	2.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	3
Q3	31
95-th percentile	269
Maximum	577
Range	577
Interquartile range (IQR)	31

Descriptive statistics

Standard deviation	95.595316
Coefficient of variation (CV)	2.1418368
Kurtosis	8.8133084
Mean	44.632399
Median Absolute Deviation (MAD)	3
Skewness	2.896545
Sum	14327
Variance	9138.4644
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	98	30.5%
1	35	10.9%
2	21	6.5%
3	19	5.9%
4	10	3.1%
11	7	2.2%
7	7	2.2%
8	6	1.9%
5	6	1.9%
6	4	1.2%
Other values (84)	108	33.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	98	30.5%
1	35	10.9%
2	21	6.5%
3	19	5.9%
4	10	3.1%
5	6	1.9%
6	4	1.2%
7	7	2.2%
8	6	1.9%
9	3	0.9%

Value	Count	Frequency (%)
577	1	0.3%
536	1	0.3%
445	1	0.3%
431	1	0.3%
425	1	0.3%
410	1	0.3%
369	1	0.3%
368	1	0.3%
360	1	0.3%
341	1	0.3%

심하지 않은 장애-남성
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	84
Distinct (%)	26.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	26.071651

Minimum	0
Maximum	381
Zeros	113
Zeros (%)	35.2%
Negative	0
Negative (%)	0.0%
Memory size	2.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	2
Q3	18
95-th percentile	146
Maximum	381
Range	381
Interquartile range (IQR)	18

Descriptive statistics

Standard deviation	57.060915
Coefficient of variation (CV)	2.1886191
Kurtosis	11.745502
Mean	26.071651
Median Absolute Deviation (MAD)	2
Skewness	3.2242233
Sum	8369
Variance	3255.948
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	113	35.2%
1	39	12.1%
2	17	5.3%
3	17	5.3%
4	11	3.4%
6	9	2.8%
5	7	2.2%
9	5	1.6%
8	5	1.6%
17	4	1.2%
Other values (74)	94	29.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	113	35.2%
1	39	12.1%
2	17	5.3%
3	17	5.3%
4	11	3.4%
5	7	2.2%
6	9	2.8%
7	4	1.2%
8	5	1.6%
9	5	1.6%

Value	Count	Frequency (%)
381	1	0.3%
347	1	0.3%
272	1	0.3%
270	1	0.3%
259	1	0.3%
258	1	0.3%
221	1	0.3%
216	1	0.3%
215	1	0.3%
213	1	0.3%

심하지 않은 장애-여성
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	73
Distinct (%)	22.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	18.560748

Minimum	0
Maximum	196
Zeros	138
Zeros (%)	43.0%
Negative	0
Negative (%)	0.0%
Memory size	2.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	11
95-th percentile	113
Maximum	196
Range	196
Interquartile range (IQR)	11

Descriptive statistics

Standard deviation	39.402136
Coefficient of variation (CV)	2.1228744
Kurtosis	5.9450602
Mean	18.560748
Median Absolute Deviation (MAD)	1
Skewness	2.5630628
Sum	5958
Variance	1552.5283
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	138	43.0%
1	43	13.4%
2	23	7.2%
4	7	2.2%
6	7	2.2%
3	6	1.9%
9	5	1.6%
5	5	1.6%
16	3	0.9%
13	3	0.9%
Other values (63)	81	25.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	138	43.0%
1	43	13.4%
2	23	7.2%
3	6	1.9%
4	7	2.2%
5	5	1.6%
6	7	2.2%
7	1	0.3%
8	3	0.9%
9	5	1.6%

Value	Count	Frequency (%)
196	1	0.3%
189	1	0.3%
175	1	0.3%
172	1	0.3%
155	2	0.6%
153	2	0.6%
152	1	0.3%
148	1	0.3%
142	2	0.6%
139	1	0.3%

데이터기준일자
Categorical

CONSTANT

Distinct	1
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	2.6 KiB

2023-12-31	321

Length

Max length	10
Median length	10
Mean length	10
Min length	10

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2023-12-31
2nd row	2023-12-31
3rd row	2023-12-31
4th row	2023-12-31
5th row	2023-12-31

Common Values

Value	Count	Frequency (%)
2023-12-31	321	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2023-12-31	321	100.0%

Heatmap
Table

	읍면동	장애유형	남성 여성-합계	남성	여성	심한 장애-소계	심한 장애-남성	심한 장애-여성	심하지 않은 장애-소계	심하지 않은 장애-남성	심하지 않은 장애-여성
읍면동	1.000	0.000	0.000	0.000	0.000	0.000	0.000	0.389	0.000	0.000	0.000
장애유형	0.000	1.000	0.714	0.708	0.726	0.609	0.650	0.566	0.746	0.714	0.753
남성 여성-합계	0.000	0.714	1.000	0.983	0.935	0.663	0.889	0.617	0.993	0.975	0.900
남성	0.000	0.708	0.983	1.000	0.891	0.686	0.893	0.634	0.975	0.989	0.870
여성	0.000	0.726	0.935	0.891	1.000	0.704	0.767	0.667	0.904	0.882	0.979
심한 장애-소계	0.000	0.609	0.663	0.686	0.704	1.000	0.940	0.968	0.632	0.607	0.619
심한 장애-남성	0.000	0.650	0.889	0.893	0.767	0.940	1.000	0.850	0.875	0.874	0.732
심한 장애-여성	0.389	0.566	0.617	0.634	0.667	0.968	0.850	1.000	0.529	0.532	0.499
심하지 않은 장애-소계	0.000	0.746	0.993	0.975	0.904	0.632	0.875	0.529	1.000	0.990	0.917
심하지 않은 장애-남성	0.000	0.714	0.975	0.989	0.882	0.607	0.874	0.532	0.990	1.000	0.878
심하지 않은 장애-여성	0.000	0.753	0.900	0.870	0.979	0.619	0.732	0.499	0.917	0.878	1.000

Heatmap
Table

	장애유형	읍면동
장애유형	1.000	0.000
읍면동	0.000	1.000

Heatmap
Table

	남성 여성-합계	남성	여성	심한 장애-소계	심한 장애-남성	심한 장애-여성	심하지 않은 장애-소계	심하지 않은 장애-남성	심하지 않은 장애-여성	읍면동	장애유형
남성 여성-합계	1.000	0.987	0.962	0.870	0.841	0.880	0.631	0.639	0.677	0.000	0.384
남성	0.987	1.000	0.920	0.871	0.857	0.854	0.611	0.636	0.639	0.000	0.379
여성	0.962	0.920	1.000	0.838	0.784	0.901	0.629	0.612	0.713	0.000	0.366
심한 장애-소계	0.870	0.871	0.838	1.000	0.983	0.954	0.273	0.289	0.349	0.000	0.310
심한 장애-남성	0.841	0.857	0.784	0.983	1.000	0.897	0.232	0.250	0.310	0.000	0.328
심한 장애-여성	0.880	0.854	0.901	0.954	0.897	1.000	0.350	0.358	0.419	0.167	0.279
심하지 않은 장애-소계	0.631	0.611	0.629	0.273	0.232	0.350	1.000	0.982	0.948	0.000	0.417
심하지 않은 장애-남성	0.639	0.636	0.612	0.289	0.250	0.358	0.982	1.000	0.895	0.000	0.384
심하지 않은 장애-여성	0.677	0.639	0.713	0.349	0.310	0.419	0.948	0.895	1.000	0.000	0.393
읍면동	0.000	0.000	0.000	0.000	0.000	0.167	0.000	0.000	0.000	1.000	0.000
장애유형	0.384	0.379	0.366	0.310	0.328	0.279	0.417	0.384	0.393	0.000	1.000

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	시도	시군구	읍면동	장애유형	남성 여성-합계	남성	여성	심한 장애-소계	심한 장애-남성	심한 장애-여성	심하지 않은 장애-소계	심하지 않은 장애-남성	심하지 않은 장애-여성	데이터기준일자
0	대구광역시	북구	고성동	지체	150	79	71	29	19	10	121	60	61	2023-12-31
1	대구광역시	북구	고성동	시각	35	20	15	4	2	2	31	18	13	2023-12-31
2	대구광역시	북구	고성동	청각	79	31	48	12	6	6	67	25	42	2023-12-31
3	대구광역시	북구	고성동	언어	3	3	0	2	2	0	1	1	0	2023-12-31
4	대구광역시	북구	고성동	지적	23	12	11	23	12	11	0	0	0	2023-12-31
5	대구광역시	북구	고성동	뇌병변	27	15	12	16	9	7	11	6	5	2023-12-31
6	대구광역시	북구	고성동	자폐성	2	1	1	2	1	1	0	0	0	2023-12-31
7	대구광역시	북구	고성동	정신	5	3	2	5	3	2	0	0	0	2023-12-31
8	대구광역시	북구	고성동	신장	16	11	5	12	9	3	4	2	2	2023-12-31
9	대구광역시	북구	고성동	심장	2	2	0	2	2	0	0	0	0	2023-12-31

	시도	시군구	읍면동	장애유형	남성 여성-합계	남성	여성	심한 장애-소계	심한 장애-남성	심한 장애-여성	심하지 않은 장애-소계	심하지 않은 장애-남성	심하지 않은 장애-여성	데이터기준일자
311	대구광역시	북구	국우동	뇌병변	130	76	54	68	42	26	62	34	28	2023-12-31
312	대구광역시	북구	국우동	자폐성	26	23	3	26	23	3	0	0	0	2023-12-31
313	대구광역시	북구	국우동	정신	50	22	28	50	22	28	0	0	0	2023-12-31
314	대구광역시	북구	국우동	신장	74	40	34	56	31	25	18	9	9	2023-12-31
315	대구광역시	북구	국우동	심장	2	2	0	2	2	0	0	0	0	2023-12-31
316	대구광역시	북구	국우동	호흡기	4	2	2	4	2	2	0	0	0	2023-12-31
317	대구광역시	북구	국우동	간	13	11	2	0	0	0	13	11	2	2023-12-31
318	대구광역시	북구	국우동	안면	2	2	0	1	1	0	1	1	0	2023-12-31
319	대구광역시	북구	국우동	장루.요루	8	4	4	1	1	0	7	3	4	2023-12-31
320	대구광역시	북구	국우동	뇌전증	6	4	2	2	1	1	4	3	1	2023-12-31

Overview

Variables

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values

Length

Common Values

Length

Common Values (Plot)

Interactions

Correlations

Missing values

Sample