gimi9 Pandas Profiling

Dataset statistics

Number of variables	12
Number of observations	52
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	5.5 KiB
Average record size in memory	108.5 B

Variable types

Numeric	10
Categorical	2

Dataset

Description	경기장애인구강진료센터 진료비감면 현황
Author	경기복지재단(경기도장애인복지종합지원센터)
URL	https://data.gg.go.kr/portal/data/service/selectServicePage.do?&infId=RULOUHA5386J9GYRCVQ726073314&infSeq=1

Alerts

`전체환자수(명)` is highly overall correlated with `1분기환자수(명)` and 7 other fields	High correlation
`1분기환자수(명)` is highly overall correlated with `전체환자수(명)` and 6 other fields	High correlation
`1분기지원금액(원)` is highly overall correlated with `전체환자수(명)` and 5 other fields	High correlation
`2분기환자수(명)` is highly overall correlated with `전체환자수(명)` and 5 other fields	High correlation
`2분기지원금액(원)` is highly overall correlated with `전체환자수(명)` and 5 other fields	High correlation
`3분기환자수(명)` is highly overall correlated with `전체환자수(명)` and 5 other fields	High correlation
`3분기지원금액(원)` is highly overall correlated with `전체환자수(명)` and 5 other fields	High correlation
`4분기환자수(명)` is highly overall correlated with `전체환자수(명)` and 1 other fields	High correlation
`4분기지원금액(원)` is highly overall correlated with `전체환자수(명)` and 1 other fields	High correlation
`기관명` is highly overall correlated with `감면기준구분명`	High correlation
`감면기준구분명` is highly overall correlated with `1분기환자수(명)` and 1 other fields	High correlation
`전체환자수(명)` has unique values	Unique
`4분기지원금액(원)` has unique values	Unique
`전체환자수(명)` has 1 (1.9%) zeros	Zeros
`1분기환자수(명)` has 15 (28.8%) zeros	Zeros
`1분기지원금액(원)` has 15 (28.8%) zeros	Zeros
`2분기환자수(명)` has 16 (30.8%) zeros	Zeros
`2분기지원금액(원)` has 16 (30.8%) zeros	Zeros
`3분기환자수(명)` has 16 (30.8%) zeros	Zeros
`3분기지원금액(원)` has 16 (30.8%) zeros	Zeros
`4분기환자수(명)` has 1 (1.9%) zeros	Zeros
`4분기지원금액(원)` has 1 (1.9%) zeros	Zeros

Reproduction

Analysis started	2024-04-11 05:21:47.035419
Analysis finished	2024-04-11 05:21:56.188602
Duration	9.15 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

기준년도
Real number (ℝ)

Distinct	11
Distinct (%)	21.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2018.6923

Minimum	2013
Maximum	2023
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	600.0 B

Quantile statistics

Minimum	2013
5-th percentile	2013
Q1	2016
median	2019
Q3	2022
95-th percentile	2023
Maximum	2023
Range	10
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	3.3696364
Coefficient of variation (CV)	0.0016692174
Kurtosis	-1.3092002
Mean	2018.6923
Median Absolute Deviation (MAD)	3
Skewness	-0.24727927
Sum	104972
Variance	11.354449
Monotonicity	Decreasing

Histogram with fixed size bins (bins=11)

Value	Count	Frequency (%)
2023	8	15.4%
2022	8	15.4%
2021	4	7.7%
2020	4	7.7%
2019	4	7.7%
2018	4	7.7%
2017	4	7.7%
2016	4	7.7%
2015	4	7.7%
2014	4	7.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2013	4	7.7%
2014	4	7.7%
2015	4	7.7%
2016	4	7.7%
2017	4	7.7%
2018	4	7.7%
2019	4	7.7%
2020	4	7.7%
2021	4	7.7%
2022	8	15.4%

Value	Count	Frequency (%)
2023	8	15.4%
2022	8	15.4%
2021	4	7.7%
2020	4	7.7%
2019	4	7.7%
2018	4	7.7%
2017	4	7.7%
2016	4	7.7%
2015	4	7.7%
2014	4	7.7%

기관명
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	3.8%
Missing	0
Missing (%)	0.0%
Memory size	548.0 B

경기권역장애인구강진료센터	44
경기북부장애인구강진료센터	8

Length

Max length	13
Median length	13
Mean length	13
Min length	13

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	경기권역장애인구강진료센터
2nd row	경기권역장애인구강진료센터
3rd row	경기권역장애인구강진료센터
4th row	경기권역장애인구강진료센터
5th row	경기북부장애인구강진료센터

Common Values

Value	Count	Frequency (%)
경기권역장애인구강진료센터	44	84.6%
경기북부장애인구강진료센터	8	15.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
경기권역장애인구강진료센터	44	84.6%
경기북부장애인구강진료센터	8	15.4%

감면기준구분명
Categorical

HIGH CORRELATION

Distinct	8
Distinct (%)	15.4%
Missing	0
Missing (%)	0.0%
Memory size	548.0 B

10% 지원	9
30% 지원	9
50% 지원	9
자체 지원	9
보조금(10% 지원)	4
Other values (3)	12

Length

Max length	11
Median length	6
Mean length	6.8269231
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	보조금(10% 지원)
2nd row	보조금(30% 지원)
3rd row	보조금(50% 지원)
4th row	자체지원
5th row	보조금(10% 지원)

Common Values

Value	Count	Frequency (%)
10% 지원	9	17.3%
30% 지원	9	17.3%
50% 지원	9	17.3%
자체 지원	9	17.3%
보조금(10% 지원)	4	7.7%
보조금(30% 지원)	4	7.7%
보조금(50% 지원)	4	7.7%
자체지원	4	7.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
지원	48	48.0%
10	9	9.0%
30	9	9.0%
50	9	9.0%
자체	9	9.0%
보조금(10	4	4.0%
보조금(30	4	4.0%
보조금(50	4	4.0%
자체지원	4	4.0%

전체환자수(명)
Real number (ℝ)

HIGH CORRELATION UNIQUE ZEROS

Distinct	52
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	519.73077

Minimum	0
Maximum	2074
Zeros	1
Zeros (%)	1.9%
Negative	0
Negative (%)	0.0%
Memory size	600.0 B

Quantile statistics

Minimum	0
5-th percentile	6.2
Q1	172
median	303
Q3	704.5
95-th percentile	1628.9
Maximum	2074
Range	2074
Interquartile range (IQR)	532.5

Descriptive statistics

Standard deviation	534.995
Coefficient of variation (CV)	1.0293695
Kurtosis	0.98160401
Mean	519.73077
Median Absolute Deviation (MAD)	202
Skewness	1.3557737
Sum	27026
Variance	286219.65
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
239	1	1.9%
328	1	1.9%
1322	1	1.9%
458	1	1.9%
133	1	1.9%
218	1	1.9%
1316	1	1.9%
443	1	1.9%
37	1	1.9%
221	1	1.9%
Other values (42)	42	80.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	1.9%
2	1	1.9%
4	1	1.9%
8	1	1.9%
20	1	1.9%
30	1	1.9%
37	1	1.9%
39	1	1.9%
97	1	1.9%
105	1	1.9%

Value	Count	Frequency (%)
2074	1	1.9%
1912	1	1.9%
1696	1	1.9%
1574	1	1.9%
1363	1	1.9%
1322	1	1.9%
1316	1	1.9%
1304	1	1.9%
1123	1	1.9%
1100	1	1.9%

1분기환자수(명)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	38
Distinct (%)	73.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	109.90385

Minimum	0
Maximum	519
Zeros	15
Zeros (%)	28.8%
Negative	0
Negative (%)	0.0%
Memory size	600.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	57
Q3	137
95-th percentile	369.3
Maximum	519
Range	519
Interquartile range (IQR)	137

Descriptive statistics

Standard deviation	136.02152
Coefficient of variation (CV)	1.2376411
Kurtosis	1.2706729
Mean	109.90385
Median Absolute Deviation (MAD)	57
Skewness	1.4534044
Sum	5715
Variance	18501.853
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=38)

Value	Count	Frequency (%)
0	15	28.8%
67	1	1.9%
289	1	1.9%
43	1	1.9%
300	1	1.9%
114	1	1.9%
51	1	1.9%
288	1	1.9%
111	1	1.9%
41	1	1.9%
Other values (28)	28	53.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	15	28.8%
18	1	1.9%
22	1	1.9%
29	1	1.9%
35	1	1.9%
36	1	1.9%
38	1	1.9%
41	1	1.9%
43	1	1.9%
51	1	1.9%

Value	Count	Frequency (%)
519	1	1.9%
483	1	1.9%
399	1	1.9%
345	1	1.9%
341	1	1.9%
326	1	1.9%
300	1	1.9%
289	1	1.9%
288	1	1.9%
267	1	1.9%

1분기지원금액(원)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	38
Distinct (%)	73.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	13094434

Minimum	0
Maximum	53933056
Zeros	15
Zeros (%)	28.8%
Negative	0
Negative (%)	0.0%
Memory size	600.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	2004210.5
Q3	26925235
95-th percentile	44396000
Maximum	53933056
Range	53933056
Interquartile range (IQR)	26925235

Descriptive statistics

Standard deviation	16205034
Coefficient of variation (CV)	1.2375513
Kurtosis	-0.43424847
Mean	13094434
Median Absolute Deviation (MAD)	2004210.5
Skewness	0.93545585
Sum	6.8091056 × 10⁸
Variance	2.6260312 × 10¹⁴
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=38)

Value	Count	Frequency (%)
0	15	28.8%
2663615	1	1.9%
27687116	1	1.9%
923635	1	1.9%
31878130	1	1.9%
31005668	1	1.9%
1619376	1	1.9%
33694730	1	1.9%
31346387	1	1.9%
292418	1	1.9%
Other values (28)	28	53.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	15	28.8%
292418	1	1.9%
375847	1	1.9%
799875	1	1.9%
921109	1	1.9%
923635	1	1.9%
1304436	1	1.9%
1337100	1	1.9%
1619376	1	1.9%
1660391	1	1.9%

Value	Count	Frequency (%)
53933056	1	1.9%
49134215	1	1.9%
46101410	1	1.9%
43000664	1	1.9%
38640301	1	1.9%
35610776	1	1.9%
33694730	1	1.9%
31878130	1	1.9%
31346387	1	1.9%
31005668	1	1.9%

2분기환자수(명)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	35
Distinct (%)	67.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	124.34615

Minimum	0
Maximum	576
Zeros	16
Zeros (%)	30.8%
Negative	0
Negative (%)	0.0%
Memory size	600.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	73.5
Q3	197
95-th percentile	417.4
Maximum	576
Range	576
Interquartile range (IQR)	197

Descriptive statistics

Standard deviation	148.86049
Coefficient of variation (CV)	1.1971459
Kurtosis	1.4801172
Mean	124.34615
Median Absolute Deviation (MAD)	73.5
Skewness	1.4338228
Sum	6466
Variance	22159.446
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=35)

Value	Count	Frequency (%)
0	16	30.8%
118	2	3.8%
53	2	3.8%
123	1	1.9%
73	1	1.9%
340	1	1.9%
107	1	1.9%
84	1	1.9%
274	1	1.9%
242	1	1.9%
Other values (25)	25	48.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	16	30.8%
18	1	1.9%
30	1	1.9%
39	1	1.9%
43	1	1.9%
48	1	1.9%
53	2	3.8%
58	1	1.9%
68	1	1.9%
73	1	1.9%

Value	Count	Frequency (%)
576	1	1.9%
552	1	1.9%
446	1	1.9%
394	1	1.9%
340	1	1.9%
335	1	1.9%
331	1	1.9%
308	1	1.9%
283	1	1.9%
274	1	1.9%

2분기지원금액(원)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	37
Distinct (%)	71.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	15969740

Minimum	0
Maximum	61564294
Zeros	16
Zeros (%)	30.8%
Negative	0
Negative (%)	0.0%
Memory size	600.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	2641350
Q3	29583894
95-th percentile	53378828
Maximum	61564294
Range	61564294
Interquartile range (IQR)	29583894

Descriptive statistics

Standard deviation	19409657
Coefficient of variation (CV)	1.2154022
Kurtosis	-0.6190987
Mean	15969740
Median Absolute Deviation (MAD)	2641350
Skewness	0.87941446
Sum	8.3042647 × 10⁸
Variance	3.7673478 × 10¹⁴
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=37)

Value	Count	Frequency (%)
0	16	30.8%
2561367	1	1.9%
25295825	1	1.9%
2721333	1	1.9%
44933612	1	1.9%
17833623	1	1.9%
2079141	1	1.9%
25677335	1	1.9%
46824782	1	1.9%
646307	1	1.9%
Other values (27)	27	51.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	16	30.8%
134900	1	1.9%
368529	1	1.9%
646307	1	1.9%
863605	1	1.9%
1093941	1	1.9%
1146768	1	1.9%
1709826	1	1.9%
2079141	1	1.9%
2134544	1	1.9%

Value	Count	Frequency (%)
61564294	1	1.9%
55896326	1	1.9%
53841666	1	1.9%
53000142	1	1.9%
46952726	1	1.9%
46824782	1	1.9%
44933612	1	1.9%
44880270	1	1.9%
39107457	1	1.9%
38081391	1	1.9%

3분기환자수(명)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	37
Distinct (%)	71.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	142.03846

Minimum	0
Maximum	721
Zeros	16
Zeros (%)	30.8%
Negative	0
Negative (%)	0.0%
Memory size	600.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	78
Q3	191.25
95-th percentile	497.9
Maximum	721
Range	721
Interquartile range (IQR)	191.25

Descriptive statistics

Standard deviation	177.04126
Coefficient of variation (CV)	1.2464318
Kurtosis	1.9866122
Mean	142.03846
Median Absolute Deviation (MAD)	78
Skewness	1.5787353
Sum	7386
Variance	31343.606
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=37)

Value	Count	Frequency (%)
0	16	30.8%
87	1	1.9%
295	1	1.9%
59	1	1.9%
367	1	1.9%
119	1	1.9%
65	1	1.9%
267	1	1.9%
108	1	1.9%
89	1	1.9%
Other values (27)	27	51.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	16	30.8%
21	1	1.9%
41	1	1.9%
49	1	1.9%
50	1	1.9%
58	1	1.9%
59	1	1.9%
64	1	1.9%
65	1	1.9%
70	1	1.9%

Value	Count	Frequency (%)
721	1	1.9%
638	1	1.9%
510	1	1.9%
488	1	1.9%
401	1	1.9%
397	1	1.9%
375	1	1.9%
367	1	1.9%
363	1	1.9%
295	1	1.9%

3분기지원금액(원)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	37
Distinct (%)	71.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	17296448

Minimum	0
Maximum	94514646
Zeros	16
Zeros (%)	30.8%
Negative	0
Negative (%)	0.0%
Memory size	600.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	2867717
Q3	33639084
95-th percentile	46960767
Maximum	94514646
Range	94514646
Interquartile range (IQR)	33639084

Descriptive statistics

Standard deviation	21521267
Coefficient of variation (CV)	1.2442593
Kurtosis	2.0101484
Mean	17296448
Median Absolute Deviation (MAD)	2867717
Skewness	1.3369954
Sum	8.9941531 × 10⁸
Variance	4.6316492 × 10¹⁴
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=37)

Value	Count	Frequency (%)
0	16	30.8%
3912341	1	1.9%
26590369	1	1.9%
1815528	1	1.9%
36019160	1	1.9%
33814996	1	1.9%
2153481	1	1.9%
30084809	1	1.9%
30799828	1	1.9%
2232337	1	1.9%
Other values (27)	27	51.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	16	30.8%
61821	1	1.9%
328000	1	1.9%
978554	1	1.9%
1351703	1	1.9%
1678200	1	1.9%
1815528	1	1.9%
2153481	1	1.9%
2232337	1	1.9%
2270480	1	1.9%

Value	Count	Frequency (%)
94514646	1	1.9%
72106738	1	1.9%
49204883	1	1.9%
45124672	1	1.9%
44521025	1	1.9%
41827854	1	1.9%
41181793	1	1.9%
39427553	1	1.9%
36019160	1	1.9%
34449748	1	1.9%

4분기환자수(명)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	46
Distinct (%)	88.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	143.44231

Minimum	0
Maximum	808
Zeros	1
Zeros (%)	1.9%
Negative	0
Negative (%)	0.0%
Memory size	600.0 B

Quantile statistics

Minimum	0
5-th percentile	3.1
Q1	36
median	67.5
Q3	180.75
95-th percentile	428.1
Maximum	808
Range	808
Interquartile range (IQR)	144.75

Descriptive statistics

Standard deviation	165.45059
Coefficient of variation (CV)	1.1534295
Kurtosis	4.0077414
Mean	143.44231
Median Absolute Deviation (MAD)	51.5
Skewness	1.8549762
Sum	7459
Variance	27373.899
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=46)

Value	Count	Frequency (%)
2	2	3.8%
37	2	3.8%
133	2	3.8%
61	2	3.8%
46	2	3.8%
33	2	3.8%
153	1	1.9%
67	1	1.9%
52	1	1.9%
264	1	1.9%
Other values (36)	36	69.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	1.9%
2	2	3.8%
4	1	1.9%
8	1	1.9%
15	1	1.9%
17	1	1.9%
20	1	1.9%
21	1	1.9%
23	1	1.9%
30	1	1.9%

Value	Count	Frequency (%)
808	1	1.9%
508	1	1.9%
438	1	1.9%
420	1	1.9%
398	1	1.9%
380	1	1.9%
372	1	1.9%
328	1	1.9%
309	1	1.9%
307	1	1.9%

4분기지원금액(원)
Real number (ℝ)

HIGH CORRELATION UNIQUE ZEROS

Distinct	52
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	18644584

Minimum	0
Maximum	1.4159376 × 10⁸
Zeros	1
Zeros (%)	1.9%
Negative	0
Negative (%)	0.0%
Memory size	600.0 B

Quantile statistics

Minimum	0
5-th percentile	122629.5
Q1	1512027
median	10342420
Q3	31109194
95-th percentile	55010190
Maximum	1.4159376 × 10⁸
Range	1.4159376 × 10⁸
Interquartile range (IQR)	29597168

Descriptive statistics

Standard deviation	24796245
Coefficient of variation (CV)	1.3299436
Kurtosis	10.886794
Mean	18644584
Median Absolute Deviation (MAD)	9385691.5
Skewness	2.7235619
Sum	9.6951834 × 10⁸
Variance	6.1485377 × 10¹⁴
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
112900	1	1.9%
63289085	1	1.9%
25224036	1	1.9%
18694540	1	1.9%
17351088	1	1.9%
1306447	1	1.9%
33909243	1	1.9%
34850295	1	1.9%
10357613	1	1.9%
635261	1	1.9%
Other values (42)	42	80.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	1.9%
25219	1	1.9%
112900	1	1.9%
130590	1	1.9%
197000	1	1.9%
385700	1	1.9%
462800	1	1.9%
635261	1	1.9%
877652	1	1.9%
1035806	1	1.9%

Value	Count	Frequency (%)
141593757	1	1.9%
63289085	1	1.9%
60602833	1	1.9%
50434392	1	1.9%
50341963	1	1.9%
47904246	1	1.9%
41452777	1	1.9%
39212130	1	1.9%
36136510	1	1.9%
35000155	1	1.9%

Heatmap
Table

	기준년도	기관명	감면기준구분명	전체환자수(명)	1분기환자수(명)	1분기지원금액(원)	2분기환자수(명)	2분기지원금액(원)	3분기환자수(명)	3분기지원금액(원)	4분기환자수(명)	4분기지원금액(원)
기준년도	1.000	0.658	0.000	0.000	0.000	0.000	0.000	0.389	0.000	0.000	0.000	0.424
기관명	0.658	1.000	0.734	0.000	0.357	0.230	0.213	0.000	0.443	0.000	0.303	0.000
감면기준구분명	0.000	0.734	1.000	0.654	0.770	0.628	0.742	0.592	0.755	0.791	0.495	0.240
전체환자수(명)	0.000	0.000	0.654	1.000	0.832	0.847	0.890	0.830	0.962	0.816	0.779	0.609
1분기환자수(명)	0.000	0.357	0.770	0.832	1.000	0.936	0.964	0.765	0.901	0.814	0.683	0.460
1분기지원금액(원)	0.000	0.230	0.628	0.847	0.936	1.000	0.918	0.841	0.855	0.878	0.482	0.497
2분기환자수(명)	0.000	0.213	0.742	0.890	0.964	0.918	1.000	0.786	0.908	0.777	0.736	0.480
2분기지원금액(원)	0.389	0.000	0.592	0.830	0.765	0.841	0.786	1.000	0.918	0.899	0.276	0.321
3분기환자수(명)	0.000	0.443	0.755	0.962	0.901	0.855	0.908	0.918	1.000	0.875	0.731	0.000
3분기지원금액(원)	0.000	0.000	0.791	0.816	0.814	0.878	0.777	0.899	0.875	1.000	0.346	0.299
4분기환자수(명)	0.000	0.303	0.495	0.779	0.683	0.482	0.736	0.276	0.731	0.346	1.000	0.786
4분기지원금액(원)	0.424	0.000	0.240	0.609	0.460	0.497	0.480	0.321	0.000	0.299	0.786	1.000

Heatmap
Table

	감면기준구분명	기관명
감면기준구분명	1.000	0.527
기관명	0.527	1.000

Heatmap
Table

	기준년도	전체환자수(명)	1분기환자수(명)	1분기지원금액(원)	2분기환자수(명)	2분기지원금액(원)	3분기환자수(명)	3분기지원금액(원)	4분기환자수(명)	4분기지원금액(원)	기관명	감면기준구분명
기준년도	1.000	0.220	0.060	-0.019	0.087	0.027	0.099	0.075	0.042	-0.107	0.487	0.000
전체환자수(명)	0.220	1.000	0.838	0.774	0.848	0.760	0.847	0.772	0.717	0.603	0.000	0.372
1분기환자수(명)	0.060	0.838	1.000	0.950	0.977	0.916	0.971	0.918	0.350	0.311	0.326	0.510
1분기지원금액(원)	-0.019	0.774	0.950	1.000	0.924	0.955	0.911	0.950	0.273	0.328	0.206	0.363
2분기환자수(명)	0.087	0.848	0.977	0.924	1.000	0.932	0.983	0.926	0.360	0.320	0.190	0.476
2분기지원금액(원)	0.027	0.760	0.916	0.955	0.932	1.000	0.902	0.971	0.258	0.333	0.000	0.320
3분기환자수(명)	0.099	0.847	0.971	0.911	0.983	0.902	1.000	0.920	0.366	0.312	0.307	0.477
3분기지원금액(원)	0.075	0.772	0.918	0.950	0.926	0.971	0.920	1.000	0.272	0.356	0.000	0.373
4분기환자수(명)	0.042	0.717	0.350	0.273	0.360	0.258	0.366	0.272	1.000	0.819	0.305	0.284
4분기지원금액(원)	-0.107	0.603	0.311	0.328	0.320	0.333	0.312	0.356	0.819	1.000	0.000	0.121
기관명	0.487	0.000	0.326	0.206	0.190	0.000	0.307	0.000	0.305	0.000	1.000	0.527
감면기준구분명	0.000	0.372	0.510	0.363	0.476	0.320	0.477	0.373	0.284	0.121	0.527	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	기관명	감면기준구분명	전체환자수(명)	1분기환자수(명)	1분기지원금액(원)	2분기환자수(명)	2분기지원금액(원)	3분기환자수(명)	3분기지원금액(원)	4분기환자수(명)	4분기지원금액(원)
0	2023	경기권역장애인구강진료센터	보조금(10% 지원)	239	67	2663615	83	2561367	87	3912341	2	112900
1	2023	경기권역장애인구강진료센터	보조금(30% 지원)	1696	483	46101410	552	53841666	638	72106738	23	1143385
2	2023	경기권역장애인구강진료센터	보조금(50% 지원)	671	205	53933056	196	53000142	237	94514646	33	6076394
3	2023	경기권역장애인구강진료센터	자체지원	808	0	0	0	0	0	0	808	141593757
4	2023	경기북부장애인구강진료센터	보조금(10% 지원)	233	35	799875	58	134900	85	328000	55	877652
5	2023	경기북부장애인구강진료센터	보조금(30% 지원)	2074	399	9083172	446	14507074	721	21447622	508	15338980
6	2023	경기북부장애인구강진료센터	보조금(50% 지원)	1304	161	9978450	283	19038622	488	33925216	372	25492083
7	2023	경기북부장애인구강진료센터	자체지원	420	0	0	0	0	0	0	420	1035806
8	2022	경기권역장애인구강진료센터	보조금(10% 지원)	278	56	1337100	74	3131100	97	2745551	51	1521199
9	2022	경기권역장애인구강진료센터	보조금(30% 지원)	1912	519	49134215	576	61564294	510	49204883	307	35000155

	기준년도	기관명	감면기준구분명	전체환자수(명)	1분기환자수(명)	1분기지원금액(원)	2분기환자수(명)	2분기지원금액(원)	3분기환자수(명)	3분기지원금액(원)	4분기환자수(명)	4분기지원금액(원)
42	2015	경기권역장애인구강진료센터	50% 지원	384	69	14879274	86	22539356	95	33580446	134	34150610
43	2015	경기권역장애인구강진료센터	자체 지원	39	0	0	0	0	0	0	39	7095033
44	2014	경기권역장애인구강진료센터	10% 지원	97	29	921109	30	1709826	21	61821	17	25219
45	2014	경기권역장애인구강진료센터	30% 지원	805	211	26671275	200	25802498	241	19397818	153	14742485
46	2014	경기권역장애인구강진료센터	50% 지원	237	53	15818416	53	11072765	70	16686796	61	22855127
47	2014	경기권역장애인구강진료센터	자체 지원	127	0	0	0	0	0	0	127	16162971
48	2013	경기권역장애인구강진료센터	10% 지원	110	18	375847	18	368529	41	978554	33	1484511
49	2013	경기권역장애인구강진료센터	30% 지원	538	95	6772755	134	12322474	176	23889424	133	10292502
50	2013	경기권역장애인구강진료센터	50% 지원	185	22	5082717	68	23059050	49	8411254	46	10922500
51	2013	경기권역장애인구강진료센터	자체 지원	105	38	1304436	0	0	0	0	67	6389656

Overview

Variables

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Interactions

Correlations

Missing values

Sample