gimi9 Pandas Profiling

Dataset statistics

Number of variables	13
Number of observations	165
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	18.8 KiB
Average record size in memory	116.8 B

Variable types

Numeric	12
Categorical	1

Dataset

Description	등록장애인 집계현황(장애유형별, 연령별)
Author	경기복지재단(경기도장애인복지종합지원센터)
URL	https://data.gg.go.kr/portal/data/service/selectServicePage.do?&infId=YIN8M7Y2PO0IDIVHI2OE24856941&infSeq=1

Alerts

`총계(명)` is highly overall correlated with `10세미만장애인수(0-9세)(명)` and 10 other fields	High correlation
`10세미만장애인수(0-9세)(명)` is highly overall correlated with `총계(명)` and 4 other fields	High correlation
`10대장애인수(10-19세)(명)` is highly overall correlated with `총계(명)` and 4 other fields	High correlation
`20대장애인수(20-29세)(명)` is highly overall correlated with `총계(명)` and 7 other fields	High correlation
`30대장애인수(30-39세)(명)` is highly overall correlated with `총계(명)` and 7 other fields	High correlation
`40대장애인수(40-49세)(명)` is highly overall correlated with `총계(명)` and 7 other fields	High correlation
`50대장애인수(50-59세)(명)` is highly overall correlated with `총계(명)` and 8 other fields	High correlation
`60대장애인수(60-69세)(명)` is highly overall correlated with `총계(명)` and 8 other fields	High correlation
`70대장애인수(70-79세)(명)` is highly overall correlated with `총계(명)` and 7 other fields	High correlation
`80대장애인수(80-89세)(명)` is highly overall correlated with `총계(명)` and 5 other fields	High correlation
`90세이상장애인수(명)` is highly overall correlated with `총계(명)` and 5 other fields	High correlation
`장애유형` is highly overall correlated with `총계(명)` and 6 other fields	High correlation
`10세미만장애인수(0-9세)(명)` has 10 (6.1%) zeros	Zeros
`70대장애인수(70-79세)(명)` has 8 (4.8%) zeros	Zeros
`80대장애인수(80-89세)(명)` has 11 (6.7%) zeros	Zeros
`90세이상장애인수(명)` has 37 (22.4%) zeros	Zeros

Reproduction

Analysis started	2024-04-11 03:04:25.399616
Analysis finished	2024-04-11 03:04:39.756300
Duration	14.36 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

기준년도
Real number (ℝ)

Distinct	11
Distinct (%)	6.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2018

Minimum	2013
Maximum	2023
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	2013
5-th percentile	2013
Q1	2015
median	2018
Q3	2021
95-th percentile	2023
Maximum	2023
Range	10
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	3.1719041
Coefficient of variation (CV)	0.0015718058
Kurtosis	-1.2205287
Mean	2018
Median Absolute Deviation (MAD)	3
Skewness	0
Sum	332970
Variance	10.060976
Monotonicity	Decreasing

Histogram with fixed size bins (bins=11)

Value	Count	Frequency (%)
2023	15	9.1%
2022	15	9.1%
2021	15	9.1%
2020	15	9.1%
2019	15	9.1%
2018	15	9.1%
2017	15	9.1%
2016	15	9.1%
2015	15	9.1%
2014	15	9.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2013	15	9.1%
2014	15	9.1%
2015	15	9.1%
2016	15	9.1%
2017	15	9.1%
2018	15	9.1%
2019	15	9.1%
2020	15	9.1%
2021	15	9.1%
2022	15	9.1%

Value	Count	Frequency (%)
2023	15	9.1%
2022	15	9.1%
2021	15	9.1%
2020	15	9.1%
2019	15	9.1%
2018	15	9.1%
2017	15	9.1%
2016	15	9.1%
2015	15	9.1%
2014	15	9.1%

장애유형
Categorical

HIGH CORRELATION

Distinct	17
Distinct (%)	10.3%
Missing	0
Missing (%)	0.0%
Memory size	1.4 KiB

간	11
언어	11
지체	11
지적	11
정신	11
Other values (12)	110

Length

Max length	5
Median length	2
Mean length	2.3636364
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	간
2nd row	뇌병변
3rd row	뇌전증
4th row	시각
5th row	신장

Common Values

Value	Count	Frequency (%)
간	11	6.7%
언어	11	6.7%
지체	11	6.7%
지적	11	6.7%
정신	11	6.7%
호흡기	11	6.7%
청각	11	6.7%
뇌병변	11	6.7%
안면	11	6.7%
심장	11	6.7%
Other values (7)	55	33.3%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
간	11	6.7%
뇌병변	11	6.7%
뇌전증	11	6.7%
시각	11	6.7%
신장	11	6.7%
심장	11	6.7%
언어	11	6.7%
안면	11	6.7%
청각	11	6.7%
호흡기	11	6.7%
Other values (7)	55	33.3%

총계(명)
Real number (ℝ)

HIGH CORRELATION

Distinct	161
Distinct (%)	97.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	36395.212

Minimum	576
Maximum	270229
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	576
5-th percentile	633
Q1	2482
median	6465
Q3	49698
95-th percentile	265798
Maximum	270229
Range	269653
Interquartile range (IQR)	47216

Descriptive statistics

Standard deviation	65813.4
Coefficient of variation (CV)	1.8082983
Kurtosis	7.5450438
Mean	36395.212
Median Absolute Deviation (MAD)	5849
Skewness	2.8739849
Sum	6005210
Variance	4.3314036 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
633	2	1.2%
1416	2	1.2%
576	2	1.2%
53728	2	1.2%
2601	1	0.6%
598	1	0.6%
52693	1	0.6%
52333	1	0.6%
1356	1	0.6%
51482	1	0.6%
Other values (151)	151	91.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
576	2	1.2%
581	1	0.6%
598	1	0.6%
615	1	0.6%
616	1	0.6%
622	1	0.6%
629	1	0.6%
633	2	1.2%
651	1	0.6%
1243	1	0.6%

Value	Count	Frequency (%)
270229	1	0.6%
269090	1	0.6%
268930	1	0.6%
268832	1	0.6%
268816	1	0.6%
268668	1	0.6%
267797	1	0.6%
267043	1	0.6%
266179	1	0.6%
264274	1	0.6%

10세미만장애인수(0-9세)(명)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	104
Distinct (%)	63.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	508.64242

Minimum	0
Maximum	3514
Zeros	10
Zeros (%)	6.1%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	11
median	48
Q3	503
95-th percentile	2593.2
Maximum	3514
Range	3514
Interquartile range (IQR)	492

Descriptive statistics

Standard deviation	825.94518
Coefficient of variation (CV)	1.6238228
Kurtosis	2.3669981
Mean	508.64242
Median Absolute Deviation (MAD)	48
Skewness	1.8250051
Sum	83926
Variance	682185.44
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	10	6.1%
10	8	4.8%
11	7	4.2%
19	5	3.0%
21	4	2.4%
4	4	2.4%
1	4	2.4%
13	3	1.8%
14	3	1.8%
2	3	1.8%
Other values (94)	114	69.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	10	6.1%
1	4	2.4%
2	3	1.8%
3	2	1.2%
4	4	2.4%
5	2	1.2%
8	3	1.8%
9	3	1.8%
10	8	4.8%
11	7	4.2%

Value	Count	Frequency (%)
3514	1	0.6%
2986	1	0.6%
2905	1	0.6%
2893	1	0.6%
2862	1	0.6%
2818	1	0.6%
2748	1	0.6%
2709	1	0.6%
2602	1	0.6%
2558	1	0.6%

10대장애인수(10-19세)(명)
Real number (ℝ)

HIGH CORRELATION

Distinct	128
Distinct (%)	77.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1059.2545

Minimum	6
Maximum	8875
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	6
5-th percentile	11.2
Q1	34
median	94
Q3	871
95-th percentile	8378.6
Maximum	8875
Range	8869
Interquartile range (IQR)	837

Descriptive statistics

Standard deviation	2149.3801
Coefficient of variation (CV)	2.0291441
Kurtosis	7.2463825
Mean	1059.2545
Median Absolute Deviation (MAD)	80
Skewness	2.844965
Sum	174777
Variance	4619834.9
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
15	5	3.0%
19	3	1.8%
10	3	1.8%
78	3	1.8%
14	3	1.8%
24	3	1.8%
81	3	1.8%
73	2	1.2%
20	2	1.2%
37	2	1.2%
Other values (118)	136	82.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
6	1	0.6%
7	2	1.2%
8	1	0.6%
10	3	1.8%
11	2	1.2%
12	2	1.2%
14	3	1.8%
15	5	3.0%
16	2	1.2%
18	2	1.2%

Value	Count	Frequency (%)
8875	1	0.6%
8867	1	0.6%
8641	1	0.6%
8615	1	0.6%
8584	1	0.6%
8465	1	0.6%
8442	1	0.6%
8425	1	0.6%
8398	1	0.6%
8301	1	0.6%

20대장애인수(20-29세)(명)
Real number (ℝ)

HIGH CORRELATION

Distinct	138
Distinct (%)	83.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1485.7515

Minimum	11
Maximum	12507
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	11
5-th percentile	21
Q1	74
median	303
Q3	1486
95-th percentile	9501.8
Maximum	12507
Range	12496
Interquartile range (IQR)	1412

Descriptive statistics

Standard deviation	2766.1469
Coefficient of variation (CV)	1.861783
Kurtosis	7.8854794
Mean	1485.7515
Median Absolute Deviation (MAD)	288
Skewness	2.8870052
Sum	245149
Variance	7651568.5
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
26	4	2.4%
27	4	2.4%
30	3	1.8%
25	3	1.8%
97	3	1.8%
105	3	1.8%
29	3	1.8%
38	2	1.2%
303	2	1.2%
100	2	1.2%
Other values (128)	136	82.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
11	1	0.6%
13	2	1.2%
14	1	0.6%
15	2	1.2%
18	1	0.6%
19	1	0.6%
21	2	1.2%
22	1	0.6%
25	3	1.8%
26	4	2.4%

Value	Count	Frequency (%)
12507	1	0.6%
12506	1	0.6%
12488	1	0.6%
12327	1	0.6%
11876	1	0.6%
10881	1	0.6%
10779	1	0.6%
10237	1	0.6%
9643	1	0.6%
8937	1	0.6%

30대장애인수(30-39세)(명)
Real number (ℝ)

HIGH CORRELATION

Distinct	153
Distinct (%)	92.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2140.697

Minimum	32
Maximum	19855
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	32
5-th percentile	51.4
Q1	95
median	437
Q3	2073
95-th percentile	8988.2
Maximum	19855
Range	19823
Interquartile range (IQR)	1978

Descriptive statistics

Standard deviation	3615.4543
Coefficient of variation (CV)	1.6889146
Kurtosis	7.9034712
Mean	2140.697
Median Absolute Deviation (MAD)	401
Skewness	2.7153806
Sum	353215
Variance	13071510
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
73	3	1.8%
59	3	1.8%
82	3	1.8%
183	2	1.2%
98	2	1.2%
49	2	1.2%
55	2	1.2%
95	2	1.2%
53	2	1.2%
51	1	0.6%
Other values (143)	143	86.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
32	1	0.6%
35	1	0.6%
36	1	0.6%
44	1	0.6%
48	1	0.6%
49	2	1.2%
50	1	0.6%
51	1	0.6%
53	2	1.2%
55	2	1.2%

Value	Count	Frequency (%)
19855	1	0.6%
18029	1	0.6%
16495	1	0.6%
15127	1	0.6%
13884	1	0.6%
13764	1	0.6%
11340	1	0.6%
10137	1	0.6%
9016	1	0.6%
8877	1	0.6%

40대장애인수(40-49세)(명)
Real number (ℝ)

HIGH CORRELATION

Distinct	150
Distinct (%)	90.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4188.8788

Minimum	20
Maximum	45237
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	20
5-th percentile	95
Q1	147
median	548
Q3	3979
95-th percentile	26807.4
Maximum	45237
Range	45217
Interquartile range (IQR)	3832

Descriptive statistics

Standard deviation	8427.0118
Coefficient of variation (CV)	2.0117583
Kurtosis	11.049041
Mean	4188.8788
Median Absolute Deviation (MAD)	501
Skewness	3.3544114
Sum	691165
Variance	71014528
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
99	3	1.8%
103	3	1.8%
34994	2	1.2%
305	2	1.2%
133	2	1.2%
143	2	1.2%
95	2	1.2%
312	2	1.2%
141	2	1.2%
129	2	1.2%
Other values (140)	143	86.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20	1	0.6%
24	1	0.6%
28	1	0.6%
35	1	0.6%
40	1	0.6%
47	1	0.6%
63	1	0.6%
69	1	0.6%
95	2	1.2%
98	1	0.6%

Value	Count	Frequency (%)
45237	1	0.6%
42609	1	0.6%
40211	1	0.6%
37732	1	0.6%
34994	2	1.2%
30356	1	0.6%
28833	1	0.6%
27170	1	0.6%
25357	1	0.6%
23449	1	0.6%

50대장애인수(50-59세)(명)
Real number (ℝ)

HIGH CORRELATION

Distinct	157
Distinct (%)	95.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7238.9818

Minimum	8
Maximum	71870
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	8
5-th percentile	16.8
Q1	376
median	1031
Q3	6660
95-th percentile	55096.4
Maximum	71870
Range	71862
Interquartile range (IQR)	6284

Descriptive statistics

Standard deviation	15564.062
Coefficient of variation (CV)	2.1500347
Kurtosis	10.012725
Mean	7238.9818
Median Absolute Deviation (MAD)	1019
Skewness	3.3195864
Sum	1194432
Variance	2.4224003 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
144	2	1.2%
145	2	1.2%
349	2	1.2%
12	2	1.2%
501	2	1.2%
20	2	1.2%
13	2	1.2%
132	2	1.2%
68804	1	0.6%
7020	1	0.6%
Other values (147)	147	89.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
8	1	0.6%
9	1	0.6%
10	1	0.6%
11	1	0.6%
12	2	1.2%
13	2	1.2%
16	1	0.6%
20	2	1.2%
129	1	0.6%
132	2	1.2%

Value	Count	Frequency (%)
71870	1	0.6%
71490	1	0.6%
69865	1	0.6%
68804	1	0.6%
67662	1	0.6%
67523	1	0.6%
63360	1	0.6%
59347	1	0.6%
55792	1	0.6%
52314	1	0.6%

60대장애인수(60-69세)(명)
Real number (ℝ)

HIGH CORRELATION

Distinct	152
Distinct (%)	92.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7943.7152

Minimum	1
Maximum	77388
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	1
5-th percentile	6.2
Q1	317
median	1147
Q3	8928
95-th percentile	60691.4
Maximum	77388
Range	77387
Interquartile range (IQR)	8611

Descriptive statistics

Standard deviation	16675.259
Coefficient of variation (CV)	2.0991763
Kurtosis	9.2266697
Mean	7943.7152
Median Absolute Deviation (MAD)	1055
Skewness	3.17014
Sum	1310713
Variance	2.7806426 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
803	3	1.8%
92	3	1.8%
4	3	1.8%
798	2	1.2%
6	2	1.2%
181	2	1.2%
297	2	1.2%
5	2	1.2%
834	2	1.2%
7	2	1.2%
Other values (142)	142	86.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1	0.6%
2	1	0.6%
4	3	1.8%
5	2	1.2%
6	2	1.2%
7	2	1.2%
92	3	1.8%
97	1	0.6%
98	1	0.6%
99	1	0.6%

Value	Count	Frequency (%)
77388	1	0.6%
76974	1	0.6%
76207	1	0.6%
72566	1	0.6%
69074	1	0.6%
64673	1	0.6%
64573	1	0.6%
63323	1	0.6%
61231	1	0.6%
58533	1	0.6%

70대장애인수(70-79세)(명)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	142
Distinct (%)	86.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7238.7455

Minimum	0
Maximum	57670
Zeros	8
Zeros (%)	4.8%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	280
median	798
Q3	11045
95-th percentile	54248
Maximum	57670
Range	57670
Interquartile range (IQR)	10765

Descriptive statistics

Standard deviation	14313.157
Coefficient of variation (CV)	1.9772981
Kurtosis	6.4901954
Mean	7238.7455
Median Absolute Deviation (MAD)	729
Skewness	2.6801734
Sum	1194393
Variance	2.0486647 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	8	4.8%
45	4	2.4%
798	4	2.4%
789	3	1.8%
56593	2	1.2%
69	2	1.2%
81	2	1.2%
57	2	1.2%
1	2	1.2%
998	2	1.2%
Other values (132)	134	81.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	8	4.8%
1	2	1.2%
2	1	0.6%
44	1	0.6%
45	4	2.4%
52	1	0.6%
53	1	0.6%
57	2	1.2%
60	1	0.6%
63	1	0.6%

Value	Count	Frequency (%)
57670	1	0.6%
57655	1	0.6%
57436	1	0.6%
57384	1	0.6%
57024	1	0.6%
56593	2	1.2%
54980	1	0.6%
54332	1	0.6%
53912	1	0.6%
52797	1	0.6%

80대장애인수(80-89세)(명)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	135
Distinct (%)	81.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4025.3576

Minimum	0
Maximum	36924
Zeros	11
Zeros (%)	6.7%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	40
median	231
Q3	4690
95-th percentile	24372
Maximum	36924
Range	36924
Interquartile range (IQR)	4650

Descriptive statistics

Standard deviation	8112.731
Coefficient of variation (CV)	2.0154063
Kurtosis	5.6498897
Mean	4025.3576
Median Absolute Deviation (MAD)	225
Skewness	2.5015725
Sum	664184
Variance	65816404
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	11	6.7%
5	5	3.0%
12	4	2.4%
132	3	1.8%
24372	2	1.2%
341	2	1.2%
108	2	1.2%
137	2	1.2%
230	2	1.2%
31	2	1.2%
Other values (125)	130	78.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	11	6.7%
3	1	0.6%
4	1	0.6%
5	5	3.0%
6	1	0.6%
7	1	0.6%
8	1	0.6%
9	1	0.6%
11	2	1.2%
12	4	2.4%

Value	Count	Frequency (%)
36924	1	0.6%
36269	1	0.6%
33387	1	0.6%
31095	1	0.6%
30895	1	0.6%
29459	1	0.6%
29148	1	0.6%
26619	1	0.6%
24372	2	1.2%
23995	1	0.6%

90세이상장애인수(명)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	88
Distinct (%)	53.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	565.18788

Minimum	0
Maximum	7970
Zeros	37
Zeros (%)	22.4%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	14
Q3	516
95-th percentile	3176
Maximum	7970
Range	7970
Interquartile range (IQR)	515

Descriptive statistics

Standard deviation	1317.578
Coefficient of variation (CV)	2.3312212
Kurtosis	12.760233
Mean	565.18788
Median Absolute Deviation (MAD)	14
Skewness	3.396073
Sum	93256
Variance	1736011.7
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	37	22.4%
10	8	4.8%
1	6	3.6%
13	6	3.6%
6	5	3.0%
5	4	2.4%
16	3	1.8%
4	3	1.8%
9	3	1.8%
8	3	1.8%
Other values (78)	87	52.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	37	22.4%
1	6	3.6%
2	2	1.2%
4	3	1.8%
5	4	2.4%
6	5	3.0%
7	2	1.2%
8	3	1.8%
9	3	1.8%
10	8	4.8%

Value	Count	Frequency (%)
7970	1	0.6%
7287	1	0.6%
6205	1	0.6%
5299	1	0.6%
4789	1	0.6%
4353	1	0.6%
4311	1	0.6%
3725	1	0.6%
3264	1	0.6%
2824	1	0.6%

Phik (φk)
Auto

Heatmap
Table

	기준년도	장애유형	총계(명)	10세미만장애인수(0-9세)(명)	10대장애인수(10-19세)(명)	20대장애인수(20-29세)(명)	30대장애인수(30-39세)(명)	40대장애인수(40-49세)(명)	50대장애인수(50-59세)(명)	60대장애인수(60-69세)(명)	70대장애인수(70-79세)(명)	80대장애인수(80-89세)(명)	90세이상장애인수(명)
기준년도	1.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000
장애유형	0.000	1.000	0.900	0.866	0.914	0.842	0.761	0.773	0.829	0.854	0.895	0.716	0.631
총계(명)	0.000	0.900	1.000	0.722	0.544	0.759	0.887	0.706	0.722	0.932	0.876	0.962	0.843
10세미만장애인수(0-9세)(명)	0.000	0.866	0.722	1.000	0.890	0.845	0.681	0.122	0.238	0.490	0.548	0.423	0.201
10대장애인수(10-19세)(명)	0.000	0.914	0.544	0.890	1.000	0.851	0.699	0.535	0.699	0.482	0.615	0.420	0.278
20대장애인수(20-29세)(명)	0.000	0.842	0.759	0.845	0.851	1.000	0.850	0.808	0.823	0.814	0.729	0.755	0.571
30대장애인수(30-39세)(명)	0.000	0.761	0.887	0.681	0.699	0.850	1.000	0.948	0.885	0.975	0.783	0.928	0.680
40대장애인수(40-49세)(명)	0.000	0.773	0.706	0.122	0.535	0.808	0.948	1.000	0.858	0.854	0.643	0.876	0.754
50대장애인수(50-59세)(명)	0.000	0.829	0.722	0.238	0.699	0.823	0.885	0.858	1.000	0.858	0.912	0.892	0.847
60대장애인수(60-69세)(명)	0.000	0.854	0.932	0.490	0.482	0.814	0.975	0.854	0.858	1.000	0.796	0.983	0.818
70대장애인수(70-79세)(명)	0.000	0.895	0.876	0.548	0.615	0.729	0.783	0.643	0.912	0.796	1.000	0.867	0.898
80대장애인수(80-89세)(명)	0.000	0.716	0.962	0.423	0.420	0.755	0.928	0.876	0.892	0.983	0.867	1.000	0.857
90세이상장애인수(명)	0.000	0.631	0.843	0.201	0.278	0.571	0.680	0.754	0.847	0.818	0.898	0.857	1.000

Heatmap
Table

	기준년도	총계(명)	10세미만장애인수(0-9세)(명)	10대장애인수(10-19세)(명)	20대장애인수(20-29세)(명)	30대장애인수(30-39세)(명)	40대장애인수(40-49세)(명)	50대장애인수(50-59세)(명)	60대장애인수(60-69세)(명)	70대장애인수(70-79세)(명)	80대장애인수(80-89세)(명)	90세이상장애인수(명)	장애유형
기준년도	1.000	0.091	0.029	-0.030	0.066	-0.045	-0.036	0.002	0.127	0.101	0.163	0.126	0.000
총계(명)	0.091	1.000	0.560	0.664	0.804	0.850	0.808	0.861	0.878	0.799	0.746	0.733	0.713
10세미만장애인수(0-9세)(명)	0.029	0.560	1.000	0.929	0.710	0.525	0.293	0.266	0.276	0.160	0.195	0.231	0.560
10대장애인수(10-19세)(명)	-0.030	0.664	0.929	1.000	0.856	0.707	0.415	0.364	0.366	0.216	0.217	0.252	0.710
20대장애인수(20-29세)(명)	0.066	0.804	0.710	0.856	1.000	0.911	0.657	0.559	0.535	0.366	0.332	0.350	0.526
30대장애인수(30-39세)(명)	-0.045	0.850	0.525	0.707	0.911	1.000	0.874	0.763	0.703	0.524	0.458	0.454	0.414
40대장애인수(40-49세)(명)	-0.036	0.808	0.293	0.415	0.657	0.874	1.000	0.915	0.842	0.704	0.631	0.593	0.473
50대장애인수(50-59세)(명)	0.002	0.861	0.266	0.364	0.559	0.763	0.915	1.000	0.965	0.877	0.800	0.752	0.559
60대장애인수(60-69세)(명)	0.127	0.878	0.276	0.366	0.535	0.703	0.842	0.965	1.000	0.936	0.879	0.824	0.630
70대장애인수(70-79세)(명)	0.101	0.799	0.160	0.216	0.366	0.524	0.704	0.877	0.936	1.000	0.973	0.937	0.671
80대장애인수(80-89세)(명)	0.163	0.746	0.195	0.217	0.332	0.458	0.631	0.800	0.879	0.973	1.000	0.978	0.367
90세이상장애인수(명)	0.126	0.733	0.231	0.252	0.350	0.454	0.593	0.752	0.824	0.937	0.978	1.000	0.302
장애유형	0.000	0.713	0.560	0.710	0.526	0.414	0.473	0.559	0.630	0.671	0.367	0.302	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

	기준년도	장애유형	총계(명)	10세미만장애인수(0-9세)(명)	10대장애인수(10-19세)(명)	20대장애인수(20-29세)(명)	30대장애인수(30-39세)(명)	40대장애인수(40-49세)(명)	50대장애인수(50-59세)(명)	60대장애인수(60-69세)(명)	70대장애인수(70-79세)(명)	80대장애인수(80-89세)(명)	90세이상장애인수(명)
0	2023	간	4046	44	81	87	112	322	1001	1634	693	72	0
1	2023	뇌병변	54230	1302	1362	1791	1922	3502	7386	14065	13019	8834	1047
2	2023	뇌전증	1428	19	56	106	182	290	376	287	96	16	0
3	2023	시각	54685	133	460	1237	2450	5837	9533	13081	11688	8790	1476
4	2023	신장	26617	11	58	304	1049	3173	6489	8012	4923	2415	183
5	2023	심장	1243	23	52	135	95	105	153	279	244	144	13
6	2023	안면	651	3	7	30	59	144	150	143	81	32	2
7	2023	언어	5266	1044	227	132	138	415	850	1190	816	421	33
8	2023	자폐	11767	3514	3889	2895	1270	172	20	7	0	0	0
9	2023	장루ㆍ요루	4033	19	39	47	69	173	504	1021	1168	863	130

	기준년도	장애유형	총계(명)	10세미만장애인수(0-9세)(명)	10대장애인수(10-19세)(명)	20대장애인수(20-29세)(명)	30대장애인수(30-39세)(명)	40대장애인수(40-49세)(명)	50대장애인수(50-59세)(명)	60대장애인수(60-69세)(명)	70대장애인수(70-79세)(명)	80대장애인수(80-89세)(명)	90세이상장애인수(명)
155	2013	심장	1561	37	128	74	75	118	255	348	411	108	7
156	2013	안면	576	5	22	35	114	126	132	92	45	5	0
157	2013	언어	3533	159	156	105	319	589	737	676	639	137	16
158	2013	자폐성	4450	801	2352	1128	140	20	8	1	0	0	0
159	2013	장루.요루	2863	11	12	25	61	171	497	741	948	362	35
160	2013	정신	16896	0	37	605	2248	5450	5535	2254	694	68	5
161	2013	지적	35331	2267	8641	8383	6029	4883	3423	1131	501	69	4
162	2013	지체	270229	289	1480	5054	19855	45237	71870	57653	52797	14702	1292
163	2013	청각	47438	478	852	1115	2162	3979	7051	8928	13162	8203	1508
164	2013	호흡기	2584	11	10	11	68	153	501	851	789	184	6

Overview

Variables

Common Values

Length

Interactions

Correlations

Missing values

Sample