gimi9 Pandas Profiling

Dataset statistics

Number of variables	13
Number of observations	10000
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	1.2 MiB
Average record size in memory	123.0 B

Variable types

DateTime	2
Numeric	11

Dataset

Description	컬럼명 구분 구축년월, 구축시도, 구축시군구, 선택기관, 추가선택기관, 선택한의원, 선택치과의원, 희귀난치성, 11개질환, 기타질환, 자발적참여자, 처리일자
Author	국민건강보험공단
URL	https://www.data.go.kr/data/15121267/fileData.do

Alerts

`구축시도` is highly overall correlated with `구축시군구` and 1 other fields	High correlation
`구축시군구` is highly overall correlated with `구축시도` and 1 other fields	High correlation
`선택기관` is highly overall correlated with `추가선택기관` and 5 other fields	High correlation
`추가선택기관` is highly overall correlated with `선택기관` and 4 other fields	High correlation
`선택한의원` is highly overall correlated with `선택기관` and 3 other fields	High correlation
`선택치과의원` is highly overall correlated with `선택기관` and 3 other fields	High correlation
`희귀난치성` is highly overall correlated with `선택기관`	High correlation
`11개질환` is highly overall correlated with `선택기관` and 2 other fields	High correlation
`기타질환` is highly overall correlated with `선택기관` and 4 other fields	High correlation
`읍면동` is highly overall correlated with `구축시도` and 1 other fields	High correlation
`자발적참여자` is highly skewed (γ1 = 28.48385362)	Skewed
`선택기관` has 307 (3.1%) zeros	Zeros
`추가선택기관` has 1395 (14.0%) zeros	Zeros
`선택한의원` has 2964 (29.6%) zeros	Zeros
`선택치과의원` has 3012 (30.1%) zeros	Zeros
`희귀난치성` has 6484 (64.8%) zeros	Zeros
`11개질환` has 3748 (37.5%) zeros	Zeros
`기타질환` has 428 (4.3%) zeros	Zeros
`자발적참여자` has 5803 (58.0%) zeros	Zeros

Reproduction

Analysis started	2023-12-12 19:32:30.064114
Analysis finished	2023-12-12 19:32:52.787313
Duration	22.72 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

구축년월
Date

Distinct	7
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Minimum	2023-01-01 00:00:00
Maximum	2023-07-01 00:00:00

Histogram

Histogram with fixed size bins (bins=7)

구축시도
Real number (ℝ)

HIGH CORRELATION

Distinct	18
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6367476.5

Minimum	5691000
Maximum	6530000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	5691000
5-th percentile	6110000
Q1	6280000
median	6420000
Q3	6460000
95-th percentile	6480000
Maximum	6530000
Range	839000
Interquartile range (IQR)	180000

Descriptive statistics

Standard deviation	131448.11
Coefficient of variation (CV)	0.020643675
Kurtosis	3.5263535
Mean	6367476.5
Median Absolute Deviation (MAD)	50000
Skewness	-1.6365232
Sum	6.3674765 × 10¹⁰
Variance	1.7278606 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=18)

Value	Count	Frequency (%)
6410000	1582	15.8%
6110000	1183	11.8%
6470000	944	9.4%
6460000	876	8.8%
6480000	835	8.3%
6450000	661	6.6%
6440000	611	6.1%
6260000	558	5.6%
6420000	472	4.7%
6280000	462	4.6%
Other values (8)	1816	18.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
5691000	65	0.7%
6110000	1183	11.8%
6260000	558	5.6%
6270000	396	4.0%
6280000	462	4.6%
6290000	247	2.5%
6300000	243	2.4%
6310000	146	1.5%
6410000	1582	15.8%
6420000	472	4.7%

Value	Count	Frequency (%)
6530000	152	1.5%
6500000	123	1.2%
6480000	835	8.3%
6470000	944	9.4%
6460000	876	8.8%
6450000	661	6.6%
6440000	611	6.1%
6430000	444	4.4%
6420000	472	4.7%
6410000	1582	15.8%

구축시군구
Real number (ℝ)

HIGH CORRELATION

Distinct	259
Distinct (%)	2.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4303074.5

Minimum	3000000
Maximum	6520000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	3000000
5-th percentile	3110000
Q1	3560000
median	4261000
Q3	4980000
95-th percentile	5670140
Maximum	6520000
Range	3520000
Interquartile range (IQR)	1420000

Descriptive statistics

Standard deviation	826010.2
Coefficient of variation (CV)	0.19195815
Kurtosis	-0.87461553
Mean	4303074.5
Median Absolute Deviation (MAD)	701000
Skewness	0.22662097
Sum	4.3030745 × 10¹⁰
Variance	6.8229285 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3780000	133	1.3%
3740000	117	1.2%
4490000	109	1.1%
4050000	101	1.0%
4810000	83	0.8%
3830000	83	0.8%
3230000	82	0.8%
5110000	80	0.8%
3560000	78	0.8%
4820000	78	0.8%
Other values (249)	9056	90.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3000000	42	0.4%
3010000	47	0.5%
3020000	48	0.5%
3030000	54	0.5%
3040000	33	0.3%
3050000	44	0.4%
3060000	45	0.4%
3070000	43	0.4%
3080000	43	0.4%
3090000	40	0.4%

Value	Count	Frequency (%)
6520000	51	0.5%
6510000	72	0.7%
5735000	21	0.2%
5730000	31	0.3%
5725000	36	0.4%
5720000	29	0.3%
5700000	40	0.4%
5690000	65	0.7%
5680000	30	0.3%
5670206	30	0.3%

선택기관
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	312
Distinct (%)	3.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	37.9033

Minimum	0
Maximum	790
Zeros	307
Zeros (%)	3.1%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	7
median	20
Q3	50
95-th percentile	121
Maximum	790
Range	790
Interquartile range (IQR)	43

Descriptive statistics

Standard deviation	55.857828
Coefficient of variation (CV)	1.473693
Kurtosis	48.022075
Mean	37.9033
Median Absolute Deviation (MAD)	16
Skewness	5.3286012
Sum	379033
Variance	3120.097
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
7	361	3.6%
5	351	3.5%
3	347	3.5%
4	332	3.3%
2	308	3.1%
8	308	3.1%
0	307	3.1%
6	303	3.0%
1	278	2.8%
9	248	2.5%
Other values (302)	6857	68.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	307	3.1%
1	278	2.8%
2	308	3.1%
3	347	3.5%
4	332	3.3%
5	351	3.5%
6	303	3.0%
7	361	3.6%
8	308	3.1%
9	248	2.5%

Value	Count	Frequency (%)
790	1	< 0.1%
781	1	< 0.1%
780	1	< 0.1%
755	1	< 0.1%
751	1	< 0.1%
744	1	< 0.1%
734	1	< 0.1%
733	1	< 0.1%
731	2	< 0.1%
730	1	< 0.1%

추가선택기관
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	171
Distinct (%)	1.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	12.945

Minimum	0
Maximum	456
Zeros	1395
Zeros (%)	14.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	5
Q3	15
95-th percentile	49
Maximum	456
Range	456
Interquartile range (IQR)	14

Descriptive statistics

Standard deviation	24.773243
Coefficient of variation (CV)	1.9137306
Kurtosis	71.680145
Mean	12.945
Median Absolute Deviation (MAD)	4
Skewness	6.5533945
Sum	129450
Variance	613.71355
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1395	14.0%
1	1265	12.7%
2	872	8.7%
3	734	7.3%
4	612	6.1%
5	478	4.8%
6	379	3.8%
7	306	3.1%
8	267	2.7%
10	262	2.6%
Other values (161)	3430	34.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1395	14.0%
1	1265	12.7%
2	872	8.7%
3	734	7.3%
4	612	6.1%
5	478	4.8%
6	379	3.8%
7	306	3.1%
8	267	2.7%
9	231	2.3%

Value	Count	Frequency (%)
456	1	< 0.1%
449	1	< 0.1%
435	1	< 0.1%
358	1	< 0.1%
354	1	< 0.1%
353	2	< 0.1%
326	1	< 0.1%
325	1	< 0.1%
324	1	< 0.1%
322	1	< 0.1%

선택한의원
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	109
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.4423

Minimum	0
Maximum	174
Zeros	2964
Zeros (%)	29.6%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	2
Q3	8
95-th percentile	26
Maximum	174
Range	174
Interquartile range (IQR)	8

Descriptive statistics

Standard deviation	12.362854
Coefficient of variation (CV)	1.9190124
Kurtosis	42.821201
Mean	6.4423
Median Absolute Deviation (MAD)	2
Skewness	5.2862518
Sum	64423
Variance	152.84015
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	2964	29.6%
1	1405	14.1%
2	860	8.6%
3	678	6.8%
4	505	5.1%
5	407	4.1%
6	357	3.6%
7	313	3.1%
8	246	2.5%
9	239	2.4%
Other values (99)	2026	20.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2964	29.6%
1	1405	14.1%
2	860	8.6%
3	678	6.8%
4	505	5.1%
5	407	4.1%
6	357	3.6%
7	313	3.1%
8	246	2.5%
9	239	2.4%

Value	Count	Frequency (%)
174	1	< 0.1%
172	1	< 0.1%
171	1	< 0.1%
170	1	< 0.1%
157	2	< 0.1%
155	1	< 0.1%
144	1	< 0.1%
143	1	< 0.1%
142	1	< 0.1%
135	1	< 0.1%

선택치과의원
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	117
Distinct (%)	1.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.8459

Minimum	0
Maximum	155
Zeros	3012
Zeros (%)	30.1%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	2
Q3	8
95-th percentile	28
Maximum	155
Range	155
Interquartile range (IQR)	8

Descriptive statistics

Standard deviation	13.140282
Coefficient of variation (CV)	1.9194383
Kurtosis	29.560476
Mean	6.8459
Median Absolute Deviation (MAD)	2
Skewness	4.6052219
Sum	68459
Variance	172.66702
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	3012	30.1%
1	1384	13.8%
2	872	8.7%
3	620	6.2%
4	463	4.6%
5	433	4.3%
6	345	3.5%
7	284	2.8%
8	270	2.7%
9	222	2.2%
Other values (107)	2095	20.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3012	30.1%
1	1384	13.8%
2	872	8.7%
3	620	6.2%
4	463	4.6%
5	433	4.3%
6	345	3.5%
7	284	2.8%
8	270	2.7%
9	222	2.2%

Value	Count	Frequency (%)
155	2	< 0.1%
153	2	< 0.1%
141	1	< 0.1%
140	1	< 0.1%
138	1	< 0.1%
122	1	< 0.1%
120	4	< 0.1%
119	2	< 0.1%
116	3	< 0.1%
112	1	< 0.1%

희귀난치성
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	36
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.9703

Minimum	0
Maximum	56
Zeros	6484
Zeros (%)	64.8%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	5
Maximum	56
Range	56
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	2.5146471
Coefficient of variation (CV)	2.5916182
Kurtosis	85.491326
Mean	0.9703
Median Absolute Deviation (MAD)	0
Skewness	7.2614766
Sum	9703
Variance	6.3234503
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=36)

Value	Count	Frequency (%)
0	6484	64.8%
1	1689	16.9%
2	695	7.0%
3	412	4.1%
4	219	2.2%
5	129	1.3%
6	96	1.0%
7	74	0.7%
8	51	0.5%
9	31	0.3%
Other values (26)	120	1.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	6484	64.8%
1	1689	16.9%
2	695	7.0%
3	412	4.1%
4	219	2.2%
5	129	1.3%
6	96	1.0%
7	74	0.7%
8	51	0.5%
9	31	0.3%

Value	Count	Frequency (%)
56	1	< 0.1%
48	1	< 0.1%
38	3	< 0.1%
34	1	< 0.1%
33	1	< 0.1%
32	1	< 0.1%
30	1	< 0.1%
29	1	< 0.1%
28	3	< 0.1%
27	1	< 0.1%

11개질환
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	69
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.3751

Minimum	0
Maximum	111
Zeros	3748
Zeros (%)	37.5%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	4
95-th percentile	14
Maximum	111
Range	111
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	6.8413946
Coefficient of variation (CV)	2.0270198
Kurtosis	59.393563
Mean	3.3751
Median Absolute Deviation (MAD)	1
Skewness	6.0365298
Sum	33751
Variance	46.80468
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	3748	37.5%
1	1825	18.2%
2	1153	11.5%
3	689	6.9%
4	494	4.9%
5	325	3.2%
7	231	2.3%
6	229	2.3%
8	167	1.7%
10	158	1.6%
Other values (59)	981	9.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3748	37.5%
1	1825	18.2%
2	1153	11.5%
3	689	6.9%
4	494	4.9%
5	325	3.2%
6	229	2.3%
7	231	2.3%
8	167	1.7%
9	140	1.4%

Value	Count	Frequency (%)
111	1	< 0.1%
110	1	< 0.1%
109	1	< 0.1%
108	1	< 0.1%
95	1	< 0.1%
92	3	< 0.1%
91	1	< 0.1%
85	1	< 0.1%
84	2	< 0.1%
77	1	< 0.1%

기타질환
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	277
Distinct (%)	2.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	31.582

Minimum	0
Maximum	731
Zeros	428
Zeros (%)	4.3%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	6
median	16
Q3	41
95-th percentile	105
Maximum	731
Range	731
Interquartile range (IQR)	35

Descriptive statistics

Standard deviation	47.832841
Coefficient of variation (CV)	1.5145602
Kurtosis	54.208978
Mean	31.582
Median Absolute Deviation (MAD)	13
Skewness	5.5978584
Sum	315820
Variance	2287.9807
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4	441	4.4%
0	428	4.3%
3	419	4.2%
2	405	4.0%
5	386	3.9%
1	374	3.7%
6	372	3.7%
7	336	3.4%
8	302	3.0%
9	280	2.8%
Other values (267)	6257	62.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	428	4.3%
1	374	3.7%
2	405	4.0%
3	419	4.2%
4	441	4.4%
5	386	3.9%
6	372	3.7%
7	336	3.4%
8	302	3.0%
9	280	2.8%

Value	Count	Frequency (%)
731	1	< 0.1%
723	1	< 0.1%
721	1	< 0.1%
657	3	< 0.1%
656	1	< 0.1%
653	1	< 0.1%
648	1	< 0.1%
642	1	< 0.1%
632	1	< 0.1%
582	2	< 0.1%

자발적참여자
Real number (ℝ)

SKEWED ZEROS

Distinct	76
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.9761

Minimum	0
Maximum	544
Zeros	5803
Zeros (%)	58.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	6
Maximum	544
Range	544
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	11.038112
Coefficient of variation (CV)	5.5858063
Kurtosis	1156.3171
Mean	1.9761
Median Absolute Deviation (MAD)	0
Skewness	28.483854
Sum	19761
Variance	121.83991
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	5803	58.0%
1	1887	18.9%
2	852	8.5%
3	444	4.4%
4	227	2.3%
5	191	1.9%
6	128	1.3%
7	66	0.7%
8	55	0.5%
9	28	0.3%
Other values (66)	319	3.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	5803	58.0%
1	1887	18.9%
2	852	8.5%
3	444	4.4%
4	227	2.3%
5	191	1.9%
6	128	1.3%
7	66	0.7%
8	55	0.5%
9	28	0.3%

Value	Count	Frequency (%)
544	1	< 0.1%
454	1	< 0.1%
445	1	< 0.1%
177	1	< 0.1%
172	1	< 0.1%
169	1	< 0.1%
155	1	< 0.1%
145	1	< 0.1%
137	1	< 0.1%
117	1	< 0.1%

처리일자
Date

Distinct	7
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Minimum	2023-02-01 00:00:00
Maximum	2023-08-01 00:00:00

Histogram

Histogram with fixed size bins (bins=7)

읍면동
Real number (ℝ)

HIGH CORRELATION

Distinct	3817
Distinct (%)	38.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4349425.2

Minimum	3000000
Maximum	6520044
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	3000000
5-th percentile	3110038
Q1	3560082
median	4350019.5
Q3	5060036.2
95-th percentile	5670151
Maximum	6520044
Range	3520044
Interquartile range (IQR)	1499954.2

Descriptive statistics

Standard deviation	854476.45
Coefficient of variation (CV)	0.19645733
Kurtosis	-1.0222298
Mean	4349425.2
Median Absolute Deviation (MAD)	739999.5
Skewness	0.1578933
Sum	4.3494252 × 10¹⁰
Variance	7.3013 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
5690145	6	0.1%
3260052	6	0.1%
4020036	6	0.1%
4730032	6	0.1%
3760011	6	0.1%
3230057	6	0.1%
3810057	6	0.1%
3310044	6	0.1%
3990366	6	0.1%
4390066	6	0.1%
Other values (3807)	9940	99.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3000000	4	< 0.1%
3000042	1	< 0.1%
3000043	2	< 0.1%
3000044	2	< 0.1%
3000045	2	< 0.1%
3000046	2	< 0.1%
3000047	4	< 0.1%
3000049	3	< 0.1%
3000053	1	< 0.1%
3000054	4	< 0.1%

Value	Count	Frequency (%)
6520044	1	< 0.1%
6520043	4	< 0.1%
6520042	4	< 0.1%
6520041	3	< 0.1%
6520040	4	< 0.1%
6520039	4	< 0.1%
6520038	4	< 0.1%
6520037	3	< 0.1%
6520036	3	< 0.1%
6520035	2	< 0.1%

Phik (φk)
Auto

Heatmap
Table

	구축년월	구축시도	구축시군구	선택기관	추가선택기관	선택한의원	선택치과의원	희귀난치성	11개질환	기타질환	자발적참여자	처리일자	읍면동
구축년월	1.000	0.011	0.010	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	1.000	0.012
구축시도	0.011	1.000	0.880	0.302	0.138	0.304	0.318	0.110	0.206	0.321	0.047	0.011	0.880
구축시군구	0.010	0.880	1.000	0.204	0.166	0.204	0.231	0.181	0.152	0.214	0.105	0.010	1.000
선택기관	0.000	0.302	0.204	1.000	0.786	0.893	0.851	0.497	0.789	0.978	0.520	0.000	0.202
추가선택기관	0.000	0.138	0.166	0.786	1.000	0.762	0.754	0.327	0.672	0.818	0.356	0.000	0.167
선택한의원	0.000	0.304	0.204	0.893	0.762	1.000	0.950	0.464	0.770	0.889	0.250	0.000	0.205
선택치과의원	0.000	0.318	0.231	0.851	0.754	0.950	1.000	0.334	0.709	0.885	0.138	0.000	0.232
희귀난치성	0.000	0.110	0.181	0.497	0.327	0.464	0.334	1.000	0.431	0.452	0.121	0.000	0.190
11개질환	0.000	0.206	0.152	0.789	0.672	0.770	0.709	0.431	1.000	0.759	0.404	0.000	0.157
기타질환	0.000	0.321	0.214	0.978	0.818	0.889	0.885	0.452	0.759	1.000	0.035	0.000	0.212
자발적참여자	0.000	0.047	0.105	0.520	0.356	0.250	0.138	0.121	0.404	0.035	1.000	0.000	0.110
처리일자	1.000	0.011	0.010	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	1.000	0.012
읍면동	0.012	0.880	1.000	0.202	0.167	0.205	0.232	0.190	0.157	0.212	0.110	0.012	1.000

Heatmap
Table

	구축시도	구축시군구	선택기관	추가선택기관	선택한의원	선택치과의원	희귀난치성	11개질환	기타질환	자발적참여자	읍면동
구축시도	1.000	0.879	-0.316	-0.307	-0.335	-0.345	-0.202	-0.233	-0.316	-0.041	0.834
구축시군구	0.879	1.000	-0.334	-0.324	-0.357	-0.361	-0.231	-0.230	-0.335	-0.028	0.954
선택기관	-0.316	-0.334	1.000	0.831	0.730	0.708	0.526	0.676	0.970	0.438	-0.315
추가선택기관	-0.307	-0.324	0.831	1.000	0.751	0.758	0.491	0.546	0.788	0.465	-0.279
선택한의원	-0.335	-0.357	0.730	0.751	1.000	0.884	0.412	0.432	0.716	0.364	-0.323
선택치과의원	-0.345	-0.361	0.708	0.758	0.884	1.000	0.402	0.439	0.687	0.377	-0.324
희귀난치성	-0.202	-0.231	0.526	0.491	0.412	0.402	1.000	0.434	0.496	0.194	-0.219
11개질환	-0.233	-0.230	0.676	0.546	0.432	0.439	0.434	1.000	0.612	0.252	-0.208
기타질환	-0.316	-0.335	0.970	0.788	0.716	0.687	0.496	0.612	1.000	0.346	-0.337
자발적참여자	-0.041	-0.028	0.438	0.465	0.364	0.377	0.194	0.252	0.346	1.000	-0.004
읍면동	0.834	0.954	-0.315	-0.279	-0.323	-0.324	-0.219	-0.208	-0.337	-0.004	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

	구축년월	구축시도	구축시군구	선택기관	추가선택기관	선택한의원	선택치과의원	희귀난치성	11개질환	기타질환	자발적참여자	처리일자	읍면동
264	2023-01	6110000	3140000	1	0	0	0	0	0	1	0	2023-02-01	3140043
7955	2023-03	6110000	3150000	15	8	5	4	0	0	15	0	2023-04-01	3150056
1144	2023-01	6300000	3650000	63	32	10	13	1	6	54	2	2023-02-01	3650037
9507	2023-03	6410000	5540000	5	0	0	0	0	0	5	0	2023-04-01	5540303
19918	2023-06	6270000	3430000	65	26	5	1	0	2	56	7	2023-07-01	3430028
17346	2023-05	6420000	4250000	12	12	0	0	0	7	5	0	2023-06-01	4250000
20204	2023-06	6290000	3590000	14	4	3	5	2	5	7	0	2023-07-01	3590023
27069	2023-07	6530000	4301000	3	3	1	1	0	2	1	0	2023-08-01	4301043
19190	2023-06	5691000	5690000	13	4	2	3	0	1	11	1	2023-07-01	5690184
25350	2023-07	6440000	4490000	65	38	12	7	0	0	1	64	2023-08-01	5650019

	구축년월	구축시도	구축시군구	선택기관	추가선택기관	선택한의원	선택치과의원	희귀난치성	11개질환	기타질환	자발적참여자	처리일자	읍면동
15160	2023-04	6480000	5430000	6	0	1	1	0	1	5	0	2023-05-01	5430033
3189	2023-01	6470000	5070000	140	27	36	33	0	11	126	3	2023-02-01	5070066
19554	2023-06	6110000	3200000	46	18	2	1	0	4	41	1	2023-07-01	3200164
12257	2023-04	6270000	3440000	182	12	3	1	0	1	179	2	2023-05-01	3440036
5301	2023-02	6410000	3910000	5	2	1	1	0	1	3	1	2023-03-01	3910344
25330	2023-07	6430000	5735000	37	8	7	9	1	0	34	2	2023-08-01	5735010
13562	2023-04	6420000	4300000	1	1	1	1	0	0	1	0	2023-05-01	4300022
15220	2023-04	6480000	5480000	14	4	0	1	0	3	11	0	2023-05-01	5480042
15868	2023-05	6260000	3290000	70	15	7	1	0	1	69	0	2023-06-01	3290035
96	2023-01	6110000	3040000	39	8	6	8	2	1	35	1	2023-02-01	3040043

Overview

Variables

Interactions

Correlations

Missing values

Sample