gimi9 Pandas Profiling

Dataset statistics

Number of variables	12
Number of observations	341
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	35.8 KiB
Average record size in memory	107.4 B

Variable types

Numeric	11
Categorical	1

Dataset

Description	기초생활보장 장애인 연령별 수급자현황
Author	경기복지재단(경기도장애인복지종합지원센터)
URL	https://data.gg.go.kr/portal/data/service/selectServicePage.do?&infId=B4PIQYODUV0AU8076PVQ25441769&infSeq=1

Alerts

`기준년도` is highly overall correlated with `80세이상수급자수(명)`	High correlation
`총계(명)` is highly overall correlated with `10세미만수급자수(명)` and 8 other fields	High correlation
`10세미만수급자수(명)` is highly overall correlated with `총계(명)` and 8 other fields	High correlation
`10대수급자수(10세~19세)(명)` is highly overall correlated with `총계(명)` and 9 other fields	High correlation
`20대수급자수(20세~29세)(명)` is highly overall correlated with `총계(명)` and 9 other fields	High correlation
`30대수급자수(30세~39세)(명)` is highly overall correlated with `총계(명)` and 8 other fields	High correlation
`40대수급자수(40세~49세)(명)` is highly overall correlated with `총계(명)` and 9 other fields	High correlation
`50대수급자수(50세~59세)(명)` is highly overall correlated with `총계(명)` and 9 other fields	High correlation
`60대수급자수(60세~69세)(명)` is highly overall correlated with `총계(명)` and 8 other fields	High correlation
`70대수급자수(70세~79세)(명)` is highly overall correlated with `총계(명)` and 8 other fields	High correlation
`80세이상수급자수(명)` is highly overall correlated with `기준년도` and 9 other fields	High correlation
`시군명` is highly overall correlated with `10대수급자수(10세~19세)(명)` and 3 other fields	High correlation

Reproduction

Analysis started	2024-03-12 23:30:26.351011
Analysis finished	2024-03-12 23:30:36.203458
Duration	9.85 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

기준년도
Real number (ℝ)

HIGH CORRELATION

Distinct	11
Distinct (%)	3.2%
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	3.1 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	3.1669247
Coefficient of variation (CV)	0.0015693383
Kurtosis	-1.2202754
Mean	2018
Median Absolute Deviation (MAD)	3
Skewness	0
Sum	688138
Variance	10.029412
Monotonicity	Decreasing

Histogram with fixed size bins (bins=11)

Value	Count	Frequency (%)
2023	31	9.1%
2022	31	9.1%
2021	31	9.1%
2020	31	9.1%
2019	31	9.1%
2018	31	9.1%
2017	31	9.1%
2016	31	9.1%
2015	31	9.1%
2014	31	9.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2013	31	9.1%
2014	31	9.1%
2015	31	9.1%
2016	31	9.1%
2017	31	9.1%
2018	31	9.1%
2019	31	9.1%
2020	31	9.1%
2021	31	9.1%
2022	31	9.1%

Value	Count	Frequency (%)
2023	31	9.1%
2022	31	9.1%
2021	31	9.1%
2020	31	9.1%
2019	31	9.1%
2018	31	9.1%
2017	31	9.1%
2016	31	9.1%
2015	31	9.1%
2014	31	9.1%

시군명
Categorical

HIGH CORRELATION

Distinct	31
Distinct (%)	9.1%
Missing	0
Missing (%)	0.0%
Memory size	2.8 KiB

가평군	11
고양시	11
과천시	11
광명시	11
광주시	11
Other values (26)	286

Length

Max length	4
Median length	3
Mean length	3.0967742
Min length	3

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	가평군
2nd row	고양시
3rd row	과천시
4th row	광명시
5th row	광주시

Common Values

Value	Count	Frequency (%)
가평군	11	3.2%
고양시	11	3.2%
과천시	11	3.2%
광명시	11	3.2%
광주시	11	3.2%
구리시	11	3.2%
군포시	11	3.2%
김포시	11	3.2%
남양주시	11	3.2%
동두천시	11	3.2%
Other values (21)	231	67.7%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
가평군	11	3.2%
안양시	11	3.2%
하남시	11	3.2%
포천시	11	3.2%
평택시	11	3.2%
파주시	11	3.2%
이천시	11	3.2%
의정부시	11	3.2%
의왕시	11	3.2%
용인시	11	3.2%
Other values (21)	231	67.7%

총계(명)
Real number (ℝ)

HIGH CORRELATION

Distinct	329
Distinct (%)	96.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2353.3783

Minimum	173
Maximum	7535
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.1 KiB

Quantile statistics

Minimum	173
5-th percentile	544
Q1	1133
median	1744
Q3	3187
95-th percentile	6082
Maximum	7535
Range	7362
Interquartile range (IQR)	2054

Descriptive statistics

Standard deviation	1693.115
Coefficient of variation (CV)	0.71944023
Kurtosis	0.5681915
Mean	2353.3783
Median Absolute Deviation (MAD)	823
Skewness	1.1486214
Sum	802502
Variance	2866638.5
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1453	2	0.6%
700	2	0.6%
643	2	0.6%
937	2	0.6%
1506	2	0.6%
2146	2	0.6%
1242	2	0.6%
1396	2	0.6%
3034	2	0.6%
1743	2	0.6%
Other values (319)	321	94.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
173	1	0.3%
180	1	0.3%
186	1	0.3%
193	1	0.3%
199	1	0.3%
215	1	0.3%
217	2	0.6%
220	1	0.3%
237	1	0.3%
242	1	0.3%

Value	Count	Frequency (%)
7535	1	0.3%
7360	1	0.3%
7206	1	0.3%
7047	1	0.3%
7037	1	0.3%
7006	1	0.3%
6968	1	0.3%
6807	1	0.3%
6738	1	0.3%
6666	1	0.3%

10세미만수급자수(명)
Real number (ℝ)

HIGH CORRELATION

Distinct	55
Distinct (%)	16.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	17.038123

Minimum	0
Maximum	60
Zeros	2
Zeros (%)	0.6%
Negative	0
Negative (%)	0.0%
Memory size	3.1 KiB

Quantile statistics

Minimum	0
5-th percentile	2
Q1	7
median	13
Q3	24
95-th percentile	42
Maximum	60
Range	60
Interquartile range (IQR)	17

Descriptive statistics

Standard deviation	13.047707
Coefficient of variation (CV)	0.76579486
Kurtosis	0.45018527
Mean	17.038123
Median Absolute Deviation (MAD)	7
Skewness	1.0560819
Sum	5810
Variance	170.24266
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
6	20	5.9%
10	19	5.6%
8	18	5.3%
7	17	5.0%
4	15	4.4%
11	15	4.4%
18	13	3.8%
15	13	3.8%
9	12	3.5%
12	11	3.2%
Other values (45)	188	55.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2	0.6%
1	7	2.1%
2	10	2.9%
3	10	2.9%
4	15	4.4%
5	11	3.2%
6	20	5.9%
7	17	5.0%
8	18	5.3%
9	12	3.5%

Value	Count	Frequency (%)
60	1	0.3%
59	1	0.3%
57	2	0.6%
55	1	0.3%
54	1	0.3%
53	1	0.3%
51	1	0.3%
47	1	0.3%
46	1	0.3%
45	1	0.3%

10대수급자수(10세~19세)(명)
Real number (ℝ)

HIGH CORRELATION

Distinct	137
Distinct (%)	40.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	70.642229

Minimum	2
Maximum	233
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.1 KiB

Quantile statistics

Minimum	2
5-th percentile	12
Q1	35
median	58
Q3	91
95-th percentile	177
Maximum	233
Range	231
Interquartile range (IQR)	56

Descriptive statistics

Standard deviation	49.981595
Coefficient of variation (CV)	0.7075314
Kurtosis	0.96248438
Mean	70.642229
Median Absolute Deviation (MAD)	26
Skewness	1.1792454
Sum	24089
Variance	2498.1599
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
35	9	2.6%
41	9	2.6%
42	8	2.3%
60	6	1.8%
16	6	1.8%
30	5	1.5%
36	5	1.5%
69	5	1.5%
38	5	1.5%
12	5	1.5%
Other values (127)	278	81.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2	1	0.3%
3	1	0.3%
6	1	0.3%
8	3	0.9%
9	3	0.9%
10	1	0.3%
11	4	1.2%
12	5	1.5%
13	3	0.9%
14	1	0.3%

Value	Count	Frequency (%)
233	1	0.3%
230	2	0.6%
223	1	0.3%
222	1	0.3%
221	1	0.3%
212	2	0.6%
207	1	0.3%
200	1	0.3%
199	1	0.3%
193	1	0.3%

20대수급자수(20세~29세)(명)
Real number (ℝ)

HIGH CORRELATION

Distinct	139
Distinct (%)	40.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	73.865103

Minimum	4
Maximum	244
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.1 KiB

Quantile statistics

Minimum	4
5-th percentile	12
Q1	38
median	59
Q3	99
95-th percentile	188
Maximum	244
Range	240
Interquartile range (IQR)	61

Descriptive statistics

Standard deviation	52.450812
Coefficient of variation (CV)	0.7100892
Kurtosis	0.94575414
Mean	73.865103
Median Absolute Deviation (MAD)	26
Skewness	1.2058917
Sum	25188
Variance	2751.0876
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
39	8	2.3%
59	8	2.3%
42	7	2.1%
66	7	2.1%
60	7	2.1%
40	6	1.8%
36	6	1.8%
81	5	1.5%
51	5	1.5%
47	5	1.5%
Other values (129)	277	81.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
4	4	1.2%
5	3	0.9%
6	4	1.2%
9	1	0.3%
10	3	0.9%
12	3	0.9%
13	1	0.3%
15	3	0.9%
16	3	0.9%
19	5	1.5%

Value	Count	Frequency (%)
244	1	0.3%
230	2	0.6%
228	1	0.3%
224	1	0.3%
223	1	0.3%
221	1	0.3%
216	1	0.3%
208	2	0.6%
206	1	0.3%
205	2	0.6%

30대수급자수(30세~39세)(명)
Real number (ℝ)

HIGH CORRELATION

Distinct	208
Distinct (%)	61.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	151.45161

Minimum	6
Maximum	505
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.1 KiB

Quantile statistics

Minimum	6
5-th percentile	29
Q1	74
median	117
Q3	218
95-th percentile	384
Maximum	505
Range	499
Interquartile range (IQR)	144

Descriptive statistics

Standard deviation	108.90239
Coefficient of variation (CV)	0.71905732
Kurtosis	0.7421036
Mean	151.45161
Median Absolute Deviation (MAD)	57
Skewness	1.1461042
Sum	51645
Variance	11859.731
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
56	6	1.8%
87	5	1.5%
55	5	1.5%
30	5	1.5%
86	4	1.2%
129	4	1.2%
57	4	1.2%
104	4	1.2%
116	4	1.2%
53	4	1.2%
Other values (198)	296	86.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
6	1	0.3%
8	1	0.3%
9	1	0.3%
10	1	0.3%
11	1	0.3%
13	1	0.3%
20	1	0.3%
22	1	0.3%
23	1	0.3%
24	3	0.9%

Value	Count	Frequency (%)
505	1	0.3%
504	1	0.3%
467	1	0.3%
466	1	0.3%
457	1	0.3%
456	2	0.6%
454	1	0.3%
453	1	0.3%
439	1	0.3%
427	1	0.3%

40대수급자수(40세~49세)(명)
Real number (ℝ)

HIGH CORRELATION

Distinct	267
Distinct (%)	78.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	329.29326

Minimum	14
Maximum	893
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.1 KiB

Quantile statistics

Minimum	14
5-th percentile	63
Q1	160
median	255
Q3	434
95-th percentile	779
Maximum	893
Range	879
Interquartile range (IQR)	274

Descriptive statistics

Standard deviation	224.43769
Coefficient of variation (CV)	0.68157392
Kurtosis	-0.27938355
Mean	329.29326
Median Absolute Deviation (MAD)	125
Skewness	0.8695857
Sum	112289
Variance	50372.278
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
151	4	1.2%
155	4	1.2%
376	3	0.9%
209	3	0.9%
71	3	0.9%
168	3	0.9%
367	3	0.9%
197	3	0.9%
127	3	0.9%
199	2	0.6%
Other values (257)	310	90.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
14	2	0.6%
15	1	0.3%
16	2	0.6%
19	1	0.3%
21	1	0.3%
30	1	0.3%
31	1	0.3%
33	1	0.3%
40	1	0.3%
48	1	0.3%

Value	Count	Frequency (%)
893	1	0.3%
859	1	0.3%
849	1	0.3%
848	1	0.3%
840	1	0.3%
839	1	0.3%
838	1	0.3%
826	1	0.3%
825	1	0.3%
818	1	0.3%

50대수급자수(50세~59세)(명)
Real number (ℝ)

HIGH CORRELATION

Distinct	279
Distinct (%)	81.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	569.15249

Minimum	33
Maximum	1527
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.1 KiB

Quantile statistics

Minimum	33
5-th percentile	134
Q1	287
median	432
Q3	764
95-th percentile	1403
Maximum	1527
Range	1494
Interquartile range (IQR)	477

Descriptive statistics

Standard deviation	397.52035
Coefficient of variation (CV)	0.69844261
Kurtosis	-0.14495875
Mean	569.15249
Median Absolute Deviation (MAD)	212
Skewness	0.96638743
Sum	194081
Variance	158022.43
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
284	3	0.9%
413	3	0.9%
160	3	0.9%
447	3	0.9%
320	3	0.9%
339	3	0.9%
300	3	0.9%
443	3	0.9%
254	3	0.9%
393	2	0.6%
Other values (269)	312	91.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
33	1	0.3%
36	2	0.6%
38	1	0.3%
39	1	0.3%
40	2	0.6%
42	1	0.3%
45	1	0.3%
46	1	0.3%
51	1	0.3%
119	1	0.3%

Value	Count	Frequency (%)
1527	1	0.3%
1507	1	0.3%
1484	1	0.3%
1469	1	0.3%
1454	1	0.3%
1452	1	0.3%
1446	1	0.3%
1443	1	0.3%
1440	1	0.3%
1431	1	0.3%

60대수급자수(60세~69세)(명)
Real number (ℝ)

HIGH CORRELATION

Distinct	292
Distinct (%)	85.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	492.08504

Minimum	25
Maximum	1895
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.1 KiB

Quantile statistics

Minimum	25
5-th percentile	101
Q1	211
median	373
Q3	635
95-th percentile	1348
Maximum	1895
Range	1870
Interquartile range (IQR)	424

Descriptive statistics

Standard deviation	390.27036
Coefficient of variation (CV)	0.79309535
Kurtosis	1.9299109
Mean	492.08504
Median Absolute Deviation (MAD)	181
Skewness	1.4889129
Sum	167801
Variance	152310.95
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
192	3	0.9%
333	3	0.9%
346	3	0.9%
231	3	0.9%
203	3	0.9%
256	2	0.6%
110	2	0.6%
515	2	0.6%
186	2	0.6%
391	2	0.6%
Other values (282)	316	92.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
25	1	0.3%
30	1	0.3%
37	2	0.6%
39	1	0.3%
42	1	0.3%
43	1	0.3%
45	1	0.3%
46	1	0.3%
48	1	0.3%
51	1	0.3%

Value	Count	Frequency (%)
1895	1	0.3%
1859	1	0.3%
1834	1	0.3%
1750	1	0.3%
1737	1	0.3%
1712	1	0.3%
1698	1	0.3%
1660	1	0.3%
1596	1	0.3%
1585	1	0.3%

70대수급자수(70세~79세)(명)
Real number (ℝ)

HIGH CORRELATION

Distinct	262
Distinct (%)	76.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	369.3607

Minimum	31
Maximum	1308
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.1 KiB

Quantile statistics

Minimum	31
5-th percentile	84
Q1	176
median	266
Q3	510
95-th percentile	986
Maximum	1308
Range	1277
Interquartile range (IQR)	334

Descriptive statistics

Standard deviation	271.89581
Coefficient of variation (CV)	0.73612544
Kurtosis	0.95142402
Mean	369.3607
Median Absolute Deviation (MAD)	125
Skewness	1.2624639
Sum	125952
Variance	73927.331
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
176	5	1.5%
136	4	1.2%
160	4	1.2%
143	4	1.2%
281	4	1.2%
217	4	1.2%
189	3	0.9%
161	3	0.9%
230	3	0.9%
271	3	0.9%
Other values (252)	304	89.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
31	1	0.3%
39	1	0.3%
40	1	0.3%
41	1	0.3%
45	2	0.6%
46	2	0.6%
48	2	0.6%
49	1	0.3%
72	1	0.3%
77	3	0.9%

Value	Count	Frequency (%)
1308	1	0.3%
1216	1	0.3%
1189	1	0.3%
1168	1	0.3%
1144	1	0.3%
1121	1	0.3%
1109	1	0.3%
1101	1	0.3%
1074	1	0.3%
1073	1	0.3%

80세이상수급자수(명)
Real number (ℝ)

HIGH CORRELATION

Distinct	250
Distinct (%)	73.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	280.48974

Minimum	17
Maximum	1462
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.1 KiB

Quantile statistics

Minimum	17
5-th percentile	43
Q1	94
median	183
Q3	342
95-th percentile	925
Maximum	1462
Range	1445
Interquartile range (IQR)	248

Descriptive statistics

Standard deviation	275.90112
Coefficient of variation (CV)	0.98364069
Kurtosis	3.4069149
Mean	280.48974
Median Absolute Deviation (MAD)	105
Skewness	1.8709623
Sum	95647
Variance	76121.427
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
79	6	1.8%
103	4	1.2%
152	4	1.2%
81	4	1.2%
60	4	1.2%
191	3	0.9%
72	3	0.9%
43	3	0.9%
71	3	0.9%
56	3	0.9%
Other values (240)	304	89.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
17	1	0.3%
18	1	0.3%
19	2	0.6%
21	1	0.3%
24	1	0.3%
31	1	0.3%
33	1	0.3%
34	1	0.3%
36	2	0.6%
39	1	0.3%

Value	Count	Frequency (%)
1462	1	0.3%
1404	1	0.3%
1278	1	0.3%
1265	1	0.3%
1238	1	0.3%
1221	1	0.3%
1135	1	0.3%
1132	1	0.3%
1106	1	0.3%
1089	1	0.3%

Phik (φk)
Auto

Heatmap
Table

	기준년도	시군명	총계(명)	10세미만수급자수(명)	10대수급자수(10세~19세)(명)	20대수급자수(20세~29세)(명)	30대수급자수(30세~39세)(명)	40대수급자수(40세~49세)(명)	50대수급자수(50세~59세)(명)	60대수급자수(60세~69세)(명)	70대수급자수(70세~79세)(명)	80세이상수급자수(명)
기준년도	1.000	0.000	0.324	0.000	0.000	0.000	0.000	0.000	0.000	0.315	0.255	0.524
시군명	0.000	1.000	0.814	0.830	0.928	0.896	0.853	0.944	0.920	0.667	0.787	0.325
총계(명)	0.324	0.814	1.000	0.846	0.900	0.951	0.953	0.902	0.920	0.954	0.962	0.898
10세미만수급자수(명)	0.000	0.830	0.846	1.000	0.898	0.854	0.834	0.819	0.839	0.841	0.876	0.784
10대수급자수(10세~19세)(명)	0.000	0.928	0.900	0.898	1.000	0.921	0.891	0.918	0.938	0.842	0.855	0.728
20대수급자수(20세~29세)(명)	0.000	0.896	0.951	0.854	0.921	1.000	0.933	0.920	0.935	0.904	0.926	0.810
30대수급자수(30세~39세)(명)	0.000	0.853	0.953	0.834	0.891	0.933	1.000	0.902	0.907	0.918	0.922	0.863
40대수급자수(40세~49세)(명)	0.000	0.944	0.902	0.819	0.918	0.920	0.902	1.000	0.956	0.841	0.859	0.745
50대수급자수(50세~59세)(명)	0.000	0.920	0.920	0.839	0.938	0.935	0.907	0.956	1.000	0.864	0.871	0.687
60대수급자수(60세~69세)(명)	0.315	0.667	0.954	0.841	0.842	0.904	0.918	0.841	0.864	1.000	0.965	0.890
70대수급자수(70세~79세)(명)	0.255	0.787	0.962	0.876	0.855	0.926	0.922	0.859	0.871	0.965	1.000	0.878
80세이상수급자수(명)	0.524	0.325	0.898	0.784	0.728	0.810	0.863	0.745	0.687	0.890	0.878	1.000

Heatmap
Table

	기준년도	총계(명)	10세미만수급자수(명)	10대수급자수(10세~19세)(명)	20대수급자수(20세~29세)(명)	30대수급자수(30세~39세)(명)	40대수급자수(40세~49세)(명)	50대수급자수(50세~59세)(명)	60대수급자수(60세~69세)(명)	70대수급자수(70세~79세)(명)	80세이상수급자수(명)	시군명
기준년도	1.000	0.294	0.262	0.148	0.228	0.230	-0.040	0.101	0.451	0.370	0.643	0.000
총계(명)	0.294	1.000	0.870	0.943	0.972	0.972	0.929	0.970	0.977	0.981	0.889	0.436
10세미만수급자수(명)	0.262	0.870	1.000	0.869	0.854	0.856	0.816	0.851	0.849	0.849	0.772	0.465
10대수급자수(10세~19세)(명)	0.148	0.943	0.869	1.000	0.943	0.930	0.932	0.954	0.894	0.893	0.766	0.645
20대수급자수(20세~29세)(명)	0.228	0.972	0.854	0.943	1.000	0.958	0.927	0.957	0.938	0.938	0.830	0.552
30대수급자수(30세~39세)(명)	0.230	0.972	0.856	0.930	0.958	1.000	0.936	0.951	0.929	0.934	0.837	0.491
40대수급자수(40세~49세)(명)	-0.040	0.929	0.816	0.932	0.927	0.936	1.000	0.973	0.841	0.874	0.684	0.691
50대수급자수(50세~59세)(명)	0.101	0.970	0.851	0.954	0.957	0.951	0.973	1.000	0.913	0.929	0.774	0.625
60대수급자수(60세~69세)(명)	0.451	0.977	0.849	0.894	0.938	0.929	0.841	0.913	1.000	0.979	0.944	0.294
70대수급자수(70세~79세)(명)	0.370	0.981	0.849	0.893	0.938	0.934	0.874	0.929	0.979	1.000	0.921	0.403
80세이상수급자수(명)	0.643	0.889	0.772	0.766	0.830	0.837	0.684	0.774	0.944	0.921	1.000	0.115
시군명	0.000	0.436	0.465	0.645	0.552	0.491	0.691	0.625	0.294	0.403	0.115	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	시군명	총계(명)	10세미만수급자수(명)	10대수급자수(10세~19세)(명)	20대수급자수(20세~29세)(명)	30대수급자수(30세~39세)(명)	40대수급자수(40세~49세)(명)	50대수급자수(50세~59세)(명)	60대수급자수(60세~69세)(명)	70대수급자수(70세~79세)(명)	80세이상수급자수(명)
0	2023	가평군	860	6	18	24	45	66	142	192	176	191
1	2023	고양시	7360	40	157	216	504	675	1401	1737	1168	1462
2	2023	과천시	242	0	9	4	24	19	33	51	45	57
3	2023	광명시	2207	9	52	60	151	225	386	547	393	384
4	2023	광주시	2110	26	71	81	175	243	410	437	336	331
5	2023	구리시	1570	14	34	42	101	133	286	425	289	246
6	2023	군포시	2373	18	42	65	136	188	425	623	413	463
7	2023	김포시	3068	28	76	90	182	315	498	707	586	586
8	2023	남양주시	5517	39	138	132	337	548	953	1267	1014	1089
9	2023	동두천시	1686	7	35	60	83	142	330	421	281	327

	기준년도	시군명	총계(명)	10세미만수급자수(명)	10대수급자수(10세~19세)(명)	20대수급자수(20세~29세)(명)	30대수급자수(30세~39세)(명)	40대수급자수(40세~49세)(명)	50대수급자수(50세~59세)(명)	60대수급자수(60세~69세)(명)	70대수급자수(70세~79세)(명)	80세이상수급자수(명)
331	2013	오산시	708	8	29	30	64	176	185	105	72	39
332	2013	용인시	1669	8	66	60	131	367	447	247	230	113
333	2013	의왕시	478	1	12	12	38	97	119	69	87	43
334	2013	의정부시	2618	14	79	91	165	507	784	449	382	147
335	2013	이천시	1006	5	32	30	85	231	261	153	144	65
336	2013	파주시	1990	11	58	50	136	403	536	310	341	145
337	2013	평택시	2253	4	57	79	188	421	667	370	343	124
338	2013	포천시	1452	6	43	69	110	302	402	235	217	68
339	2013	하남시	633	7	21	21	57	130	170	107	77	43
340	2013	화성시	1365	13	37	46	123	316	378	190	185	77

Overview

Variables

Common Values

Length

Interactions

Correlations

Missing values

Sample