gimi9 Pandas Profiling

Dataset statistics

Number of variables	11
Number of observations	170
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	16.2 KiB
Average record size in memory	97.8 B

Variable types

Categorical	2
Numeric	9

Dataset

Description	울산광역시 울주군 장애인 등록 현황에 대한 데이터로 장애인유형별(지체,시각,청각,언어,지적,자폐성,뇌변병,정신 등) 등록자료를 읍면별로를 제공합니다.
URL	https://www.data.go.kr/data/15102402/fileData.do

Alerts

`합계` is highly overall correlated with `남성` and 7 other fields	High correlation
`남성` is highly overall correlated with `합계` and 7 other fields	High correlation
`여성` is highly overall correlated with `합계` and 7 other fields	High correlation
`소계(심한 장애)` is highly overall correlated with `합계` and 4 other fields	High correlation
`남성(심한 장애)` is highly overall correlated with `합계` and 4 other fields	High correlation
`여성(심한 장애)` is highly overall correlated with `합계` and 4 other fields	High correlation
`소계(심하지 않은 장애)` is highly overall correlated with `합계` and 4 other fields	High correlation
`남성(심하지 않은 장애)` is highly overall correlated with `합계` and 4 other fields	High correlation
`여성(심하지 않은 장애)` is highly overall correlated with `합계` and 4 other fields	High correlation
`남성` has 5 (2.9%) zeros	Zeros
`여성` has 29 (17.1%) zeros	Zeros
`소계(심한 장애)` has 24 (14.1%) zeros	Zeros
`남성(심한 장애)` has 33 (19.4%) zeros	Zeros
`여성(심한 장애)` has 49 (28.8%) zeros	Zeros
`소계(심하지 않은 장애)` has 60 (35.3%) zeros	Zeros
`남성(심하지 않은 장애)` has 65 (38.2%) zeros	Zeros
`여성(심하지 않은 장애)` has 81 (47.6%) zeros	Zeros

Reproduction

Analysis started	2023-12-12 06:08:24.997565
Analysis finished	2023-12-12 06:08:33.796376
Duration	8.8 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

읍면동
Categorical

Distinct	12
Distinct (%)	7.1%
Missing	0
Missing (%)	0.0%
Memory size	1.5 KiB

범서읍	15
온산읍	15
언양읍	15
삼남읍	15
두동면	15
Other values (7)	95

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
범서읍	15	8.8%
온산읍	15	8.8%
언양읍	15	8.8%
삼남읍	15	8.8%
두동면	15	8.8%
온양읍	14	8.2%
청량읍	14	8.2%
서생면	14	8.2%
웅촌면	14	8.2%
두서면	14	8.2%
Other values (2)	25	14.7%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
범서읍	15	8.8%
온산읍	15	8.8%
언양읍	15	8.8%
삼남읍	15	8.8%
두동면	15	8.8%
온양읍	14	8.2%
청량읍	14	8.2%
서생면	14	8.2%
웅촌면	14	8.2%
두서면	14	8.2%
Other values (2)	25	14.7%

장애유형
Categorical

Distinct	15
Distinct (%)	8.8%
Missing	0
Missing (%)	0.0%
Memory size	1.5 KiB

지체	12
시각	12
청각	12
언어	12
지적	12
Other values (10)	110

Length

Max length	5
Median length	2
Mean length	2.4117647
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	12	7.1%
시각	12	7.1%
청각	12	7.1%
언어	12	7.1%
지적	12	7.1%
뇌병변	12	7.1%
자폐성	12	7.1%
정신	12	7.1%
신장	12	7.1%
호흡기	12	7.1%
Other values (5)	50	29.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
지체	12	7.1%
시각	12	7.1%
청각	12	7.1%
언어	12	7.1%
지적	12	7.1%
뇌병변	12	7.1%
자폐성	12	7.1%
정신	12	7.1%
신장	12	7.1%
호흡기	12	7.1%
Other values (5)	50	29.4%

합계
Real number (ℝ)

HIGH CORRELATION

Distinct	84
Distinct (%)	49.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	70.323529

Minimum	1
Maximum	1107
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	3.25
median	13.5
Q3	81.5
95-th percentile	275.85
Maximum	1107
Range	1106
Interquartile range (IQR)	78.25

Descriptive statistics

Standard deviation	138.81918
Coefficient of variation (CV)	1.9740076
Kurtosis	22.092997
Mean	70.323529
Median Absolute Deviation (MAD)	12.5
Skewness	4.1140516
Sum	11955
Variance	19270.765
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	16	9.4%
3	14	8.2%
2	13	7.6%
7	7	4.1%
5	6	3.5%
11	6	3.5%
10	5	2.9%
4	4	2.4%
9	4	2.4%
8	3	1.8%
Other values (74)	92	54.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	16	9.4%
2	13	7.6%
3	14	8.2%
4	4	2.4%
5	6	3.5%
6	2	1.2%
7	7	4.1%
8	3	1.8%
9	4	2.4%
10	5	2.9%

Value	Count	Frequency (%)
1107	1	0.6%
659	1	0.6%
626	1	0.6%
568	1	0.6%
527	1	0.6%
466	1	0.6%
395	1	0.6%
300	1	0.6%
288	1	0.6%
261	1	0.6%

남성
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	67
Distinct (%)	39.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	41.576471

Minimum	0
Maximum	695
Zeros	5
Zeros (%)	2.9%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	3
median	9
Q3	44.5
95-th percentile	159.5
Maximum	695
Range	695
Interquartile range (IQR)	41.5

Descriptive statistics

Standard deviation	85.377183
Coefficient of variation (CV)	2.0534976
Kurtosis	24.319621
Mean	41.576471
Median Absolute Deviation (MAD)	8
Skewness	4.3537488
Sum	7068
Variance	7289.2633
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	23	13.5%
3	13	7.6%
2	12	7.1%
5	8	4.7%
9	7	4.1%
8	7	4.1%
6	5	2.9%
4	5	2.9%
7	5	2.9%
0	5	2.9%
Other values (57)	80	47.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	5	2.9%
1	23	13.5%
2	12	7.1%
3	13	7.6%
4	5	2.9%
5	8	4.7%
6	5	2.9%
7	5	2.9%
8	7	4.1%
9	7	4.1%

Value	Count	Frequency (%)
695	1	0.6%
388	1	0.6%
379	1	0.6%
376	1	0.6%
344	1	0.6%
298	1	0.6%
218	1	0.6%
181	1	0.6%
164	1	0.6%
154	1	0.6%

여성
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	67
Distinct (%)	39.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	28.747059

Minimum	0
Maximum	412
Zeros	29
Zeros (%)	17.1%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	5
Q3	36
95-th percentile	118.55
Maximum	412
Range	412
Interquartile range (IQR)	35

Descriptive statistics

Standard deviation	54.097552
Coefficient of variation (CV)	1.8818465
Kurtosis	18.554353
Mean	28.747059
Median Absolute Deviation (MAD)	5
Skewness	3.7355262
Sum	4887
Variance	2926.5451
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	29	17.1%
1	20	11.8%
2	14	8.2%
4	13	7.6%
3	8	4.7%
6	5	2.9%
5	4	2.4%
17	4	2.4%
41	2	1.2%
30	2	1.2%
Other values (57)	69	40.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	29	17.1%
1	20	11.8%
2	14	8.2%
3	8	4.7%
4	13	7.6%
5	4	2.4%
6	5	2.9%
7	1	0.6%
8	2	1.2%
9	2	1.2%

Value	Count	Frequency (%)
412	1	0.6%
283	1	0.6%
238	1	0.6%
189	1	0.6%
183	1	0.6%
177	1	0.6%
168	1	0.6%
124	1	0.6%
119	1	0.6%
118	1	0.6%

소계(심한 장애)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	69
Distinct (%)	40.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	27.617647

Minimum	0
Maximum	224
Zeros	24
Zeros (%)	14.1%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2
median	9
Q3	35.5
95-th percentile	114.1
Maximum	224
Range	224
Interquartile range (IQR)	33.5

Descriptive statistics

Standard deviation	42.791095
Coefficient of variation (CV)	1.5494113
Kurtosis	6.6312901
Mean	27.617647
Median Absolute Deviation (MAD)	9
Skewness	2.4449154
Sum	4695
Variance	1831.0778
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	24	14.1%
2	16	9.4%
1	15	8.8%
3	8	4.7%
7	5	2.9%
5	5	2.9%
10	5	2.9%
20	4	2.4%
6	4	2.4%
16	4	2.4%
Other values (59)	80	47.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	24	14.1%
1	15	8.8%
2	16	9.4%
3	8	4.7%
4	4	2.4%
5	5	2.9%
6	4	2.4%
7	5	2.9%
8	2	1.2%
9	3	1.8%

Value	Count	Frequency (%)
224	1	0.6%
220	1	0.6%
200	1	0.6%
190	1	0.6%
151	1	0.6%
128	1	0.6%
122	1	0.6%
118	1	0.6%
115	1	0.6%
113	1	0.6%

남성(심한 장애)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	54
Distinct (%)	31.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	16.294118

Minimum	0
Maximum	142
Zeros	33
Zeros (%)	19.4%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	5
Q3	18.75
95-th percentile	68.95
Maximum	142
Range	142
Interquartile range (IQR)	17.75

Descriptive statistics

Standard deviation	26.102585
Coefficient of variation (CV)	1.6019637
Kurtosis	7.6500487
Mean	16.294118
Median Absolute Deviation (MAD)	5
Skewness	2.6012205
Sum	2770
Variance	681.34494
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	33	19.4%
1	22	12.9%
3	9	5.3%
2	9	5.3%
5	8	4.7%
9	7	4.1%
15	5	2.9%
6	5	2.9%
4	5	2.9%
7	5	2.9%
Other values (44)	62	36.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	33	19.4%
1	22	12.9%
2	9	5.3%
3	9	5.3%
4	5	2.9%
5	8	4.7%
6	5	2.9%
7	5	2.9%
8	5	2.9%
9	7	4.1%

Value	Count	Frequency (%)
142	1	0.6%
138	1	0.6%
124	1	0.6%
115	1	0.6%
82	1	0.6%
81	1	0.6%
78	1	0.6%
76	1	0.6%
73	1	0.6%
64	1	0.6%

여성(심한 장애)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	47
Distinct (%)	27.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	11.323529

Minimum	0
Maximum	86
Zeros	49
Zeros (%)	28.8%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	3
Q3	14.75
95-th percentile	43.1
Maximum	86
Range	86
Interquartile range (IQR)	14.75

Descriptive statistics

Standard deviation	17.359275
Coefficient of variation (CV)	1.5330268
Kurtosis	5.5244828
Mean	11.323529
Median Absolute Deviation (MAD)	3
Skewness	2.2771959
Sum	1925
Variance	301.34441
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=47)

Value	Count	Frequency (%)
0	49	28.8%
2	17	10.0%
1	15	8.8%
4	7	4.1%
12	6	3.5%
3	6	3.5%
6	5	2.9%
13	5	2.9%
9	4	2.4%
8	4	2.4%
Other values (37)	52	30.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	49	28.8%
1	15	8.8%
2	17	10.0%
3	6	3.5%
4	7	4.1%
5	3	1.8%
6	5	2.9%
7	1	0.6%
8	4	2.4%
9	4	2.4%

Value	Count	Frequency (%)
86	1	0.6%
85	1	0.6%
78	1	0.6%
73	1	0.6%
66	1	0.6%
64	1	0.6%
60	1	0.6%
45	1	0.6%
44	1	0.6%
42	1	0.6%

소계(심하지 않은 장애)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	56
Distinct (%)	32.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	42.705882

Minimum	0
Maximum	887
Zeros	60
Zeros (%)	35.3%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	3
Q3	26
95-th percentile	218.6
Maximum	887
Range	887
Interquartile range (IQR)	26

Descriptive statistics

Standard deviation	111.17275
Coefficient of variation (CV)	2.6032187
Kurtosis	24.586883
Mean	42.705882
Median Absolute Deviation (MAD)	3
Skewness	4.480893
Sum	7260
Variance	12359.38
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	60	35.3%
1	16	9.4%
3	9	5.3%
2	7	4.1%
4	7	4.1%
11	5	2.9%
8	5	2.9%
10	4	2.4%
27	3	1.8%
7	3	1.8%
Other values (46)	51	30.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	60	35.3%
1	16	9.4%
2	7	4.1%
3	9	5.3%
4	7	4.1%
5	2	1.2%
6	1	0.6%
7	3	1.8%
8	5	2.9%
9	1	0.6%

Value	Count	Frequency (%)
887	1	0.6%
537	1	0.6%
511	1	0.6%
455	1	0.6%
422	1	0.6%
388	1	0.6%
292	1	0.6%
249	1	0.6%
224	1	0.6%
212	1	0.6%

남성(심하지 않은 장애)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	48
Distinct (%)	28.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	25.282353

Minimum	0
Maximum	553
Zeros	65
Zeros (%)	38.2%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	2
Q3	14.75
95-th percentile	121.55
Maximum	553
Range	553
Interquartile range (IQR)	14.75

Descriptive statistics

Standard deviation	67.443706
Coefficient of variation (CV)	2.6676198
Kurtosis	27.091007
Mean	25.282353
Median Absolute Deviation (MAD)	2
Skewness	4.7071265
Sum	4298
Variance	4548.6535
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=48)

Value	Count	Frequency (%)
0	65	38.2%
1	18	10.6%
2	10	5.9%
3	8	4.7%
5	7	4.1%
7	5	2.9%
8	3	1.8%
79	3	1.8%
24	3	1.8%
6	3	1.8%
Other values (38)	45	26.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	65	38.2%
1	18	10.6%
2	10	5.9%
3	8	4.7%
4	2	1.2%
5	7	4.1%
6	3	1.8%
7	5	2.9%
8	3	1.8%
9	1	0.6%

Value	Count	Frequency (%)
553	1	0.6%
312	1	0.6%
297	1	0.6%
295	1	0.6%
271	1	0.6%
241	1	0.6%
160	1	0.6%
147	1	0.6%
122	1	0.6%
121	1	0.6%

여성(심하지 않은 장애)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	44
Distinct (%)	25.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	17.423529

Minimum	0
Maximum	334
Zeros	81
Zeros (%)	47.6%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	8.75
95-th percentile	97.05
Maximum	334
Range	334
Interquartile range (IQR)	8.75

Descriptive statistics

Standard deviation	44.179268
Coefficient of variation (CV)	2.5356096
Kurtosis	21.141149
Mean	17.423529
Median Absolute Deviation (MAD)	1
Skewness	4.1673379
Sum	2962
Variance	1951.8077
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=44)

Value	Count	Frequency (%)
0	81	47.6%
1	13	7.6%
2	10	5.9%
3	9	5.3%
4	6	3.5%
5	5	2.9%
16	3	1.8%
30	2	1.2%
22	2	1.2%
65	2	1.2%
Other values (34)	37	21.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	81	47.6%
1	13	7.6%
2	10	5.9%
3	9	5.3%
4	6	3.5%
5	5	2.9%
6	1	0.6%
7	1	0.6%
8	1	0.6%
9	1	0.6%

Value	Count	Frequency (%)
334	1	0.6%
242	1	0.6%
199	1	0.6%
158	1	0.6%
151	1	0.6%
147	1	0.6%
132	1	0.6%
102	2	1.2%
91	1	0.6%
79	1	0.6%

Heatmap
Table

	읍면동	장애유형	합계	남성	여성	소계(심한 장애)	남성(심한 장애)	여성(심한 장애)	소계(심하지 않은 장애)	남성(심하지 않은 장애)	여성(심하지 않은 장애)
읍면동	1.000	0.000	0.000	0.000	0.000	0.000	0.000	0.263	0.000	0.000	0.000
장애유형	0.000	1.000	0.575	0.593	0.508	0.559	0.622	0.552	0.596	0.625	0.557
합계	0.000	0.575	1.000	0.998	0.911	0.793	0.767	0.745	0.967	0.951	0.904
남성	0.000	0.593	0.998	1.000	0.900	0.776	0.766	0.702	0.980	0.968	0.915
여성	0.000	0.508	0.911	0.900	1.000	0.768	0.886	0.703	0.981	0.899	0.992
소계(심한 장애)	0.000	0.559	0.793	0.776	0.768	1.000	0.941	0.897	0.757	0.813	0.760
남성(심한 장애)	0.000	0.622	0.767	0.766	0.886	0.941	1.000	0.841	0.872	0.754	0.877
여성(심한 장애)	0.263	0.552	0.745	0.702	0.703	0.897	0.841	1.000	0.684	0.636	0.642
소계(심하지 않은 장애)	0.000	0.596	0.967	0.980	0.981	0.757	0.872	0.684	1.000	0.998	0.990
남성(심하지 않은 장애)	0.000	0.625	0.951	0.968	0.899	0.813	0.754	0.636	0.998	1.000	0.948
여성(심하지 않은 장애)	0.000	0.557	0.904	0.915	0.992	0.760	0.877	0.642	0.990	0.948	1.000

Heatmap
Table

	장애유형	읍면동
장애유형	1.000	0.000
읍면동	0.000	1.000

Heatmap
Table

	합계	남성	여성	소계(심한 장애)	남성(심한 장애)	여성(심한 장애)	소계(심하지 않은 장애)	남성(심하지 않은 장애)	여성(심하지 않은 장애)	읍면동	장애유형
합계	1.000	0.984	0.966	0.895	0.854	0.891	0.609	0.620	0.656	0.000	0.296
남성	0.984	1.000	0.916	0.886	0.872	0.852	0.591	0.617	0.623	0.000	0.309
여성	0.966	0.916	1.000	0.868	0.799	0.916	0.611	0.602	0.687	0.000	0.239
소계(심한 장애)	0.895	0.886	0.868	1.000	0.974	0.956	0.297	0.313	0.375	0.000	0.260
남성(심한 장애)	0.854	0.872	0.799	0.974	1.000	0.881	0.253	0.271	0.333	0.000	0.316
여성(심한 장애)	0.891	0.852	0.916	0.956	0.881	1.000	0.350	0.361	0.411	0.111	0.236
소계(심하지 않은 장애)	0.609	0.591	0.611	0.297	0.253	0.350	1.000	0.985	0.950	0.000	0.297
남성(심하지 않은 장애)	0.620	0.617	0.602	0.313	0.271	0.361	0.985	1.000	0.909	0.000	0.340
여성(심하지 않은 장애)	0.656	0.623	0.687	0.375	0.333	0.411	0.950	0.909	1.000	0.000	0.270
읍면동	0.000	0.000	0.000	0.000	0.000	0.111	0.000	0.000	0.000	1.000	0.000
장애유형	0.296	0.309	0.239	0.260	0.316	0.236	0.297	0.340	0.270	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

	읍면동	장애유형	합계	남성	여성	소계(심한 장애)	남성(심한 장애)	여성(심한 장애)	소계(심하지 않은 장애)	남성(심하지 않은 장애)	여성(심하지 않은 장애)
0	범서읍	지체	1107	695	412	220	142	78	887	553	334
1	범서읍	시각	204	131	73	41	24	17	163	107	56
2	범서읍	청각	395	218	177	103	58	45	292	160	132
3	범서읍	언어	28	17	11	17	11	6	11	6	5
4	범서읍	지적	224	138	86	224	138	86	0	0	0
5	범서읍	뇌병변	257	139	118	151	78	73	106	61	45
6	범서읍	자폐성	44	35	9	44	35	9	0	0	0
7	범서읍	정신	54	24	30	53	23	30	1	1	0
8	범서읍	신장	109	69	40	69	41	28	40	28	12
9	범서읍	심장	12	3	9	11	3	8	1	0	1

	읍면동	장애유형	합계	남성	여성	소계(심한 장애)	남성(심한 장애)	여성(심한 장애)	소계(심하지 않은 장애)	남성(심하지 않은 장애)	여성(심하지 않은 장애)
160	삼동면	청각	31	14	17	4	3	1	27	11	16
161	삼동면	언어	1	0	1	1	0	1	0	0	0
162	삼동면	지적	14	8	6	14	8	6	0	0	0
163	삼동면	뇌병변	12	7	5	8	5	3	4	2	2
164	삼동면	자폐성	1	1	0	1	1	0	0	0	0
165	삼동면	정신	10	6	4	10	6	4	0	0	0
166	삼동면	신장	3	1	2	2	0	2	1	1	0
167	삼동면	호흡기	2	2	0	2	2	0	0	0	0
168	삼동면	간	2	2	0	0	0	0	2	2	0
169	삼동면	장루.요루	2	1	1	0	0	0	2	1	1

Overview

Variables

Common Values

Length

Common Values

Length

Interactions

Correlations

Missing values

Sample