gimi9 Pandas Profiling

Dataset statistics

Number of variables	12
Number of observations	47
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	5.1 KiB
Average record size in memory	110.8 B

Variable types

Numeric	12

Dataset

Description	사립학교교직원연금공단 급여심의회 운영 현황과 관련된 데이터로 연도, 급여심의회 전체 상정건수, 급여심의회 전체 가·부결 건수, 급여심의회 전체 가결률, 직무상요양 가·부결 건수, 유족보상금 가·부결 건수, 장해 가·부결 건수, 유보 건수 등의 항목을 제공합니다.
URL	https://www.data.go.kr/data/15081271/fileData.do

Alerts

`연도` is highly overall correlated with `급여심의회전체상정건수` and 7 other fields	High correlation
`급여심의회전체상정건수` is highly overall correlated with `연도` and 7 other fields	High correlation
`급여심의회전체 가결건수` is highly overall correlated with `연도` and 7 other fields	High correlation
`급여심의회전체 부결건수` is highly overall correlated with `연도` and 7 other fields	High correlation
`직무상요양가결건수` is highly overall correlated with `연도` and 7 other fields	High correlation
`직무상요양부결건수` is highly overall correlated with `연도` and 7 other fields	High correlation
`장해가결건수` is highly overall correlated with `연도` and 7 other fields	High correlation
`장해부결건수` is highly overall correlated with `연도` and 7 other fields	High correlation
`보류건수` is highly overall correlated with `연도` and 7 other fields	High correlation
`연도` has unique values	Unique
`급여심의회전체 가결건수` has unique values	Unique
`직무상요양부결건수` has 3 (6.4%) zeros	Zeros
`장해가결건수` has 9 (19.1%) zeros	Zeros
`장해부결건수` has 16 (34.0%) zeros	Zeros
`보류건수` has 15 (31.9%) zeros	Zeros

Reproduction

Analysis started	2023-12-12 19:09:53.037345
Analysis finished	2023-12-12 19:10:10.021265
Duration	16.98 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

연도
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	47
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1998.9787

Minimum	1975
Maximum	2022
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	555.0 B

Quantile statistics

Minimum	1975
5-th percentile	1978.3
Q1	1987.5
median	1999
Q3	2010.5
95-th percentile	2019.7
Maximum	2022
Range	47
Interquartile range (IQR)	23

Descriptive statistics

Standard deviation	13.748501
Coefficient of variation (CV)	0.0068777625
Kurtosis	-1.1856959
Mean	1998.9787
Median Absolute Deviation (MAD)	12
Skewness	-0.0096281628
Sum	93952
Variance	189.02128
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=47)

Value	Count	Frequency (%)
1975	1	2.1%
1977	1	2.1%
2002	1	2.1%
2003	1	2.1%
2004	1	2.1%
2005	1	2.1%
2006	1	2.1%
2007	1	2.1%
2008	1	2.1%
2009	1	2.1%
Other values (37)	37	78.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1975	1	2.1%
1977	1	2.1%
1978	1	2.1%
1979	1	2.1%
1980	1	2.1%
1981	1	2.1%
1982	1	2.1%
1983	1	2.1%
1984	1	2.1%
1985	1	2.1%

Value	Count	Frequency (%)
2022	1	2.1%
2021	1	2.1%
2020	1	2.1%
2019	1	2.1%
2018	1	2.1%
2017	1	2.1%
2016	1	2.1%
2015	1	2.1%
2014	1	2.1%
2013	1	2.1%

급여심의회전체상정건수
Real number (ℝ)

HIGH CORRELATION

Distinct	46
Distinct (%)	97.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	502.08511

Minimum	6
Maximum	1286
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	555.0 B

Quantile statistics

Minimum	6
5-th percentile	17.2
Q1	215
median	417
Q3	780.5
95-th percentile	1101.8
Maximum	1286
Range	1280
Interquartile range (IQR)	565.5

Descriptive statistics

Standard deviation	363.11124
Coefficient of variation (CV)	0.72320656
Kurtosis	-0.96658374
Mean	502.08511
Median Absolute Deviation (MAD)	341
Skewness	0.3298027
Sum	23598
Variance	131849.78
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=46)

Value	Count	Frequency (%)
29	2	4.3%
804	1	2.1%
591	1	2.1%
741	1	2.1%
744	1	2.1%
788	1	2.1%
815	1	2.1%
782	1	2.1%
779	1	2.1%
758	1	2.1%
Other values (36)	36	76.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
6	1	2.1%
9	1	2.1%
13	1	2.1%
27	1	2.1%
29	2	4.3%
57	1	2.1%
72	1	2.1%
108	1	2.1%
159	1	2.1%
164	1	2.1%

Value	Count	Frequency (%)
1286	1	2.1%
1198	1	2.1%
1106	1	2.1%
1092	1	2.1%
1047	1	2.1%
977	1	2.1%
845	1	2.1%
815	1	2.1%
809	1	2.1%
804	1	2.1%

급여심의회전체 가결건수
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	47
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	424.97872

Minimum	5
Maximum	1107
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	555.0 B

Quantile statistics

Minimum	5
5-th percentile	13.8
Q1	195.5
median	356
Q3	655.5
95-th percentile	942.8
Maximum	1107
Range	1102
Interquartile range (IQR)	460

Descriptive statistics

Standard deviation	308.71532
Coefficient of variation (CV)	0.72642537
Kurtosis	-0.80284521
Mean	424.97872
Median Absolute Deviation (MAD)	273
Skewness	0.38950122
Sum	19974
Variance	95305.152
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=47)

Value	Count	Frequency (%)
18	1	2.1%
20	1	2.1%
416	1	2.1%
473	1	2.1%
602	1	2.1%
579	1	2.1%
659	1	2.1%
651	1	2.1%
653	1	2.1%
657	1	2.1%
Other values (37)	37	78.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
5	1	2.1%
6	1	2.1%
12	1	2.1%
18	1	2.1%
19	1	2.1%
20	1	2.1%
39	1	2.1%
61	1	2.1%
89	1	2.1%
139	1	2.1%

Value	Count	Frequency (%)
1107	1	2.1%
1049	1	2.1%
944	1	2.1%
940	1	2.1%
899	1	2.1%
845	1	2.1%
713	1	2.1%
702	1	2.1%
668	1	2.1%
660	1	2.1%

급여심의회전체 부결건수
Real number (ℝ)

HIGH CORRELATION

Distinct	39
Distinct (%)	83.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	77.106383

Minimum	1
Maximum	179
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	555.0 B

Quantile statistics

Minimum	1
5-th percentile	4.5
Q1	20.5
median	63
Q3	130.5
95-th percentile	163.4
Maximum	179
Range	178
Interquartile range (IQR)	110

Descriptive statistics

Standard deviation	57.499805
Coefficient of variation (CV)	0.74572043
Kurtosis	-1.536012
Mean	77.106383
Median Absolute Deviation (MAD)	52
Skewness	0.18527106
Sum	3624
Variance	3306.2276
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=39)

Value	Count	Frequency (%)
11	2	4.3%
20	2	4.3%
122	2	4.3%
47	2	4.3%
21	2	4.3%
129	2	4.3%
1	2	4.3%
18	2	4.3%
162	1	2.1%
148	1	2.1%
Other values (29)	29	61.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	2	4.3%
3	1	2.1%
8	1	2.1%
9	1	2.1%
11	2	4.3%
18	2	4.3%
19	1	2.1%
20	2	4.3%
21	2	4.3%
24	1	2.1%

Value	Count	Frequency (%)
179	1	2.1%
165	1	2.1%
164	1	2.1%
162	1	2.1%
152	1	2.1%
149	1	2.1%
148	1	2.1%
143	1	2.1%
141	1	2.1%
139	1	2.1%

급여심의회전체 가결률
Real number (ℝ)

Distinct	46
Distinct (%)	97.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	83.433617

Minimum	62.07
Maximum	92.71
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	555.0 B

Quantile statistics

Minimum	62.07
5-th percentile	68.585
Q1	81.895
median	84.72
Q3	87.46
95-th percentile	91.749
Maximum	92.71
Range	30.64
Interquartile range (IQR)	5.565

Descriptive statistics

Standard deviation	6.6368918
Coefficient of variation (CV)	0.079546974
Kurtosis	2.439891
Mean	83.433617
Median Absolute Deviation (MAD)	2.78
Skewness	-1.5119245
Sum	3921.38
Variance	44.048332
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=46)

Value	Count	Frequency (%)
86.08	2	4.3%
62.07	1	2.1%
84.28	1	2.1%
79.85	1	2.1%
80.03	1	2.1%
81.24	1	2.1%
77.82	1	2.1%
83.63	1	2.1%
79.88	1	2.1%
83.5	1	2.1%
Other values (36)	36	76.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
62.07	1	2.1%
66.67	1	2.1%
68.42	1	2.1%
68.97	1	2.1%
70.37	1	2.1%
77.82	1	2.1%
79.85	1	2.1%
79.88	1	2.1%
80.03	1	2.1%
80.52	1	2.1%

Value	Count	Frequency (%)
92.71	1	2.1%
92.31	1	2.1%
91.89	1	2.1%
91.42	1	2.1%
89.9	1	2.1%
88.97	1	2.1%
88.81	1	2.1%
88.68	1	2.1%
88.6	1	2.1%
88.47	1	2.1%

직무상요양가결건수
Real number (ℝ)

HIGH CORRELATION

Distinct	44
Distinct (%)	93.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	404.04255

Minimum	1
Maximum	1071
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	555.0 B

Quantile statistics

Minimum	1
5-th percentile	8.8
Q1	176.5
median	336
Q3	632.5
95-th percentile	919.4
Maximum	1071
Range	1070
Interquartile range (IQR)	456

Descriptive statistics

Standard deviation	301.88523
Coefficient of variation (CV)	0.74716198
Kurtosis	-0.819075
Mean	404.04255
Median Absolute Deviation (MAD)	267
Skewness	0.41424408
Sum	18990
Variance	91134.694
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=44)

Value	Count	Frequency (%)
222	2	4.3%
628	2	4.3%
14	2	4.3%
866	1	2.1%
923	1	2.1%
453	1	2.1%
570	1	2.1%
565	1	2.1%
642	1	2.1%
639	1	2.1%
Other values (34)	34	72.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1	2.1%
3	1	2.1%
7	1	2.1%
13	1	2.1%
14	2	4.3%
34	1	2.1%
51	1	2.1%
74	1	2.1%
124	1	2.1%
126	1	2.1%

Value	Count	Frequency (%)
1071	1	2.1%
1012	1	2.1%
923	1	2.1%
911	1	2.1%
866	1	2.1%
815	1	2.1%
680	1	2.1%
679	1	2.1%
645	1	2.1%
642	1	2.1%

직무상요양부결건수
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	34
Distinct (%)	72.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	61.638298

Minimum	0
Maximum	158
Zeros	3
Zeros (%)	6.4%
Negative	0
Negative (%)	0.0%
Memory size	555.0 B

Quantile statistics

Minimum	0
5-th percentile	1.8
Q1	13
median	37
Q3	114
95-th percentile	141.4
Maximum	158
Range	158
Interquartile range (IQR)	101

Descriptive statistics

Standard deviation	53.191788
Coefficient of variation (CV)	0.86296653
Kurtosis	-1.5862185
Mean	61.638298
Median Absolute Deviation (MAD)	37
Skewness	0.33443142
Sum	2897
Variance	2829.3663
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=34)

Value	Count	Frequency (%)
9	3	6.4%
0	3	6.4%
132	2	4.3%
6	2	4.3%
128	2	4.3%
25	2	4.3%
22	2	4.3%
19	2	4.3%
15	2	4.3%
13	2	4.3%
Other values (24)	25	53.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3	6.4%
6	2	4.3%
8	1	2.1%
9	3	6.4%
10	1	2.1%
11	1	2.1%
13	2	4.3%
15	2	4.3%
18	1	2.1%
19	2	4.3%

Value	Count	Frequency (%)
158	1	2.1%
144	1	2.1%
142	1	2.1%
140	1	2.1%
132	2	4.3%
130	1	2.1%
128	2	4.3%
121	1	2.1%
120	1	2.1%
116	1	2.1%

유족보상금가결건수
Real number (ℝ)

Distinct	21
Distinct (%)	44.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	10.191489

Minimum	1
Maximum	38
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	555.0 B

Quantile statistics

Minimum	1
5-th percentile	2
Q1	5
median	7
Q3	13
95-th percentile	23
Maximum	38
Range	37
Interquartile range (IQR)	8

Descriptive statistics

Standard deviation	7.4531531
Coefficient of variation (CV)	0.73131147
Kurtosis	2.8900571
Mean	10.191489
Median Absolute Deviation (MAD)	4
Skewness	1.4717608
Sum	479
Variance	55.549491
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=21)

Value	Count	Frequency (%)
5	9	19.1%
6	6	12.8%
12	5	10.6%
2	3	6.4%
13	3	6.4%
4	3	6.4%
10	2	4.3%
23	2	4.3%
18	2	4.3%
7	1	2.1%
Other values (11)	11	23.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1	2.1%
2	3	6.4%
3	1	2.1%
4	3	6.4%
5	9	19.1%
6	6	12.8%
7	1	2.1%
9	1	2.1%
10	2	4.3%
11	1	2.1%

Value	Count	Frequency (%)
38	1	2.1%
24	1	2.1%
23	2	4.3%
22	1	2.1%
19	1	2.1%
18	2	4.3%
16	1	2.1%
15	1	2.1%
14	1	2.1%
13	3	6.4%

유족보상금부결건수
Real number (ℝ)

Distinct	24
Distinct (%)	51.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	12.680851

Minimum	1
Maximum	33
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	555.0 B

Quantile statistics

Minimum	1
5-th percentile	2
Q1	5.5
median	10
Q3	20.5
95-th percentile	29.7
Maximum	33
Range	32
Interquartile range (IQR)	15

Descriptive statistics

Standard deviation	9.0243785
Coefficient of variation (CV)	0.71165401
Kurtosis	-0.68237176
Mean	12.680851
Median Absolute Deviation (MAD)	7
Skewness	0.62237183
Sum	596
Variance	81.439408
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=24)

Value	Count	Frequency (%)
2	4	8.5%
8	4	8.5%
11	4	8.5%
5	3	6.4%
10	3	6.4%
3	3	6.4%
20	2	4.3%
24	2	4.3%
22	2	4.3%
21	2	4.3%
Other values (14)	18	38.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	2	4.3%
2	4	8.5%
3	3	6.4%
5	3	6.4%
6	2	4.3%
7	1	2.1%
8	4	8.5%
9	2	4.3%
10	3	6.4%
11	4	8.5%

Value	Count	Frequency (%)
33	1	2.1%
31	1	2.1%
30	1	2.1%
29	1	2.1%
25	1	2.1%
24	2	4.3%
23	1	2.1%
22	2	4.3%
21	2	4.3%
20	2	4.3%

장해가결건수
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	24
Distinct (%)	51.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	10.723404

Minimum	0
Maximum	33
Zeros	9
Zeros (%)	19.1%
Negative	0
Negative (%)	0.0%
Memory size	555.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2
median	8
Q3	19
95-th percentile	30.4
Maximum	33
Range	33
Interquartile range (IQR)	17

Descriptive statistics

Standard deviation	10.096711
Coefficient of variation (CV)	0.94155836
Kurtosis	-0.64444122
Mean	10.723404
Median Absolute Deviation (MAD)	7
Skewness	0.72974148
Sum	504
Variance	101.94357
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=24)

Value	Count	Frequency (%)
0	9	19.1%
7	3	6.4%
8	3	6.4%
13	3	6.4%
2	3	6.4%
21	2	4.3%
5	2	4.3%
31	2	4.3%
24	2	4.3%
1	2	4.3%
Other values (14)	16	34.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	9	19.1%
1	2	4.3%
2	3	6.4%
3	1	2.1%
4	2	4.3%
5	2	4.3%
6	1	2.1%
7	3	6.4%
8	3	6.4%
10	1	2.1%

Value	Count	Frequency (%)
33	1	2.1%
31	2	4.3%
29	1	2.1%
28	1	2.1%
24	2	4.3%
23	1	2.1%
21	2	4.3%
20	1	2.1%
19	2	4.3%
15	1	2.1%

장해부결건수
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	11
Distinct (%)	23.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.787234

Minimum	0
Maximum	15
Zeros	16
Zeros (%)	34.0%
Negative	0
Negative (%)	0.0%
Memory size	555.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	3.5
95-th percentile	10
Maximum	15
Range	15
Interquartile range (IQR)	3.5

Descriptive statistics

Standard deviation	3.6411666
Coefficient of variation (CV)	1.3063728
Kurtosis	3.2076545
Mean	2.787234
Median Absolute Deviation (MAD)	1
Skewness	1.8153614
Sum	131
Variance	13.258094
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=11)

Value	Count	Frequency (%)
0	16	34.0%
1	8	17.0%
3	6	12.8%
2	5	10.6%
6	3	6.4%
5	2	4.3%
7	2	4.3%
10	2	4.3%
4	1	2.1%
15	1	2.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	16	34.0%
1	8	17.0%
2	5	10.6%
3	6	12.8%
4	1	2.1%
5	2	4.3%
6	3	6.4%
7	2	4.3%
10	2	4.3%
14	1	2.1%

Value	Count	Frequency (%)
15	1	2.1%
14	1	2.1%
10	2	4.3%
7	2	4.3%
6	3	6.4%
5	2	4.3%
4	1	2.1%
3	6	12.8%
2	5	10.6%
1	8	17.0%

보류건수
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	23
Distinct (%)	48.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	13.87234

Minimum	0
Maximum	44
Zeros	15
Zeros (%)	31.9%
Negative	0
Negative (%)	0.0%
Memory size	555.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	15
Q3	23
95-th percentile	36.1
Maximum	44
Range	44
Interquartile range (IQR)	23

Descriptive statistics

Standard deviation	12.839506
Coefficient of variation (CV)	0.92554721
Kurtosis	-0.91931919
Mean	13.87234
Median Absolute Deviation (MAD)	13
Skewness	0.42376697
Sum	652
Variance	164.85291
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=23)

Value	Count	Frequency (%)
0	15	31.9%
22	3	6.4%
10	2	4.3%
8	2	4.3%
26	2	4.3%
15	2	4.3%
23	2	4.3%
18	2	4.3%
2	2	4.3%
17	2	4.3%
Other values (13)	13	27.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	15	31.9%
2	2	4.3%
6	1	2.1%
8	2	4.3%
9	1	2.1%
10	2	4.3%
15	2	4.3%
17	2	4.3%
18	2	4.3%
20	1	2.1%

Value	Count	Frequency (%)
44	1	2.1%
38	1	2.1%
37	1	2.1%
34	1	2.1%
31	1	2.1%
29	1	2.1%
28	1	2.1%
27	1	2.1%
26	2	4.3%
24	1	2.1%

Phik (φk)
Auto

Heatmap
Table

	연도	급여심의회전체상정건수	급여심의회전체 가결건수	급여심의회전체 부결건수	급여심의회전체 가결률	직무상요양가결건수	직무상요양부결건수	유족보상금가결건수	유족보상금부결건수	장해가결건수	장해부결건수	보류건수
연도	1.000	0.939	0.940	0.923	0.742	0.935	0.803	0.476	0.689	0.852	0.606	0.810
급여심의회전체상정건수	0.939	1.000	0.997	0.873	0.520	0.995	0.793	0.271	0.708	0.894	0.602	0.857
급여심의회전체 가결건수	0.940	0.997	1.000	0.889	0.441	1.000	0.772	0.200	0.612	0.918	0.645	0.862
급여심의회전체 부결건수	0.923	0.873	0.889	1.000	0.570	0.883	0.867	0.286	0.793	0.872	0.723	0.833
급여심의회전체 가결률	0.742	0.520	0.441	0.570	1.000	0.398	0.320	0.229	0.206	0.000	0.000	0.000
직무상요양가결건수	0.935	0.995	1.000	0.883	0.398	1.000	0.738	0.159	0.629	0.922	0.644	0.844
직무상요양부결건수	0.803	0.793	0.772	0.867	0.320	0.738	1.000	0.000	0.602	0.728	0.762	0.708
유족보상금가결건수	0.476	0.271	0.200	0.286	0.229	0.159	0.000	1.000	0.278	0.000	0.000	0.282
유족보상금부결건수	0.689	0.708	0.612	0.793	0.206	0.629	0.602	0.278	1.000	0.708	0.408	0.345
장해가결건수	0.852	0.894	0.918	0.872	0.000	0.922	0.728	0.000	0.708	1.000	0.670	0.881
장해부결건수	0.606	0.602	0.645	0.723	0.000	0.644	0.762	0.000	0.408	0.670	1.000	0.607
보류건수	0.810	0.857	0.862	0.833	0.000	0.844	0.708	0.282	0.345	0.881	0.607	1.000

Heatmap
Table

	연도	급여심의회전체상정건수	급여심의회전체 가결건수	급여심의회전체 부결건수	급여심의회전체 가결률	직무상요양가결건수	직무상요양부결건수	유족보상금가결건수	유족보상금부결건수	장해가결건수	장해부결건수	보류건수
연도	1.000	0.977	0.979	0.935	0.106	0.978	0.947	-0.349	0.265	0.954	0.775	0.816
급여심의회전체상정건수	0.977	1.000	0.993	0.961	0.073	0.997	0.964	-0.328	0.316	0.919	0.800	0.818
급여심의회전체 가결건수	0.979	0.993	1.000	0.938	0.116	0.997	0.945	-0.307	0.291	0.937	0.787	0.821
급여심의회전체 부결건수	0.935	0.961	0.938	1.000	-0.077	0.949	0.991	-0.332	0.409	0.860	0.816	0.806
급여심의회전체 가결률	0.106	0.073	0.116	-0.077	1.000	0.096	-0.045	0.396	-0.168	0.129	-0.011	-0.052
직무상요양가결건수	0.978	0.997	0.997	0.949	0.096	1.000	0.952	-0.322	0.307	0.925	0.798	0.824
직무상요양부결건수	0.947	0.964	0.945	0.991	-0.045	0.952	1.000	-0.349	0.343	0.875	0.796	0.811
유족보상금가결건수	-0.349	-0.328	-0.307	-0.332	0.396	-0.322	-0.349	1.000	0.326	-0.305	-0.224	-0.288
유족보상금부결건수	0.265	0.316	0.291	0.409	-0.168	0.307	0.343	0.326	1.000	0.248	0.314	0.254
장해가결건수	0.954	0.919	0.937	0.860	0.129	0.925	0.875	-0.305	0.248	1.000	0.690	0.763
장해부결건수	0.775	0.800	0.787	0.816	-0.011	0.798	0.796	-0.224	0.314	0.690	1.000	0.701
보류건수	0.816	0.818	0.821	0.806	-0.052	0.824	0.811	-0.288	0.254	0.763	0.701	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

	연도	급여심의회전체상정건수	급여심의회전체 가결건수	급여심의회전체 부결건수	급여심의회전체 가결률	직무상요양가결건수	직무상요양부결건수	유족보상금가결건수	유족보상금부결건수	장해가결건수	보류건수
0	1975	29	18	11	62.07	13	9	5	2	0	0
1	1977	29	20	9	68.97	14	6	6	3	0	2
2	1978	57	39	18	68.42	34	10	5	8	0	2
3	1979	27	19	8	70.37	14	6	5	2	0	0
4	1980	6	5	1	83.33	3	0	2	1	0	0
5	1981	9	6	3	66.67	1	0	5	3	0	0
6	1982	13	12	1	92.31	7	0	5	1	0	0
7	1983	72	61	11	84.72	51	9	10	2	0	0
8	1984	108	89	19	82.41	74	8	15	11	0	0
9	1985	159	139	20	87.42	124	11	14	9	1	0

	연도	급여심의회전체상정건수	급여심의회전체 가결건수	급여심의회전체 부결건수	급여심의회전체 가결률	직무상요양가결건수	직무상요양부결건수	유족보상금가결건수	유족보상금부결건수	장해가결건수	장해부결건수	보류건수
37	2013	809	668	141	82.57	645	128	4	10	19	3	24
38	2014	742	629	113	84.77	591	102	9	10	29	1	22
39	2015	761	626	135	82.26	603	121	2	13	21	1	34
40	2016	845	702	143	83.08	679	130	4	8	19	5	31
41	2017	977	845	132	86.49	815	120	6	5	24	7	37
42	2018	1092	940	152	86.08	911	140	5	8	24	4	38
43	2019	1286	1107	179	86.08	1071	158	5	11	31	10	26
44	2020	1106	944	162	85.35	923	144	1	8	20	10	15
45	2021	1047	899	148	85.86	866	128	2	5	31	15	22
46	2022	1198	1049	149	87.6	1012	132	3	3	33	14	44

Overview

Variables

Interactions

Correlations

Missing values

Sample