gimi9 Pandas Profiling

Dataset statistics

Number of variables	20
Number of observations	216
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	44
Duplicate rows (%)	20.4%
Total size in memory	37.9 KiB
Average record size in memory	179.6 B

Variable types

Numeric	19
Categorical	1

Dataset

Description	특수교육지원센터 순회교육 학생수 집계현황
Author	경기복지재단(경기도장애인복지종합지원센터)
URL	https://data.gg.go.kr/portal/data/service/selectServicePage.do?&infId=QCHMSK25HQQJONV40HJ925187251&infSeq=1

Alerts

Dataset has 44 (20.4%) duplicate rows	Duplicates
`전체학생수(명)` is highly overall correlated with `전체남자학생수(명)` and 14 other fields	High correlation
`전체남자학생수(명)` is highly overall correlated with `전체학생수(명)` and 14 other fields	High correlation
`전체여자학생수(명)` is highly overall correlated with `전체학생수(명)` and 14 other fields	High correlation
`장애영아전체수(명)` is highly overall correlated with `장애영아남자수(명)` and 2 other fields	High correlation
`장애영아남자수(명)` is highly overall correlated with `장애영아전체수(명)` and 2 other fields	High correlation
`장애영아여자수(명)` is highly overall correlated with `장애영아전체수(명)` and 2 other fields	High correlation
`유치원전체학생수(명)` is highly overall correlated with `전체학생수(명)` and 14 other fields	High correlation
`유치원남자학생수(명)` is highly overall correlated with `전체학생수(명)` and 13 other fields	High correlation
`유치원여자학생수(명)` is highly overall correlated with `전체학생수(명)` and 14 other fields	High correlation
`초등학교전체학생수(명)` is highly overall correlated with `전체학생수(명)` and 14 other fields	High correlation
`초등학교남자학생수(명)` is highly overall correlated with `전체학생수(명)` and 14 other fields	High correlation
`초등학교여자학생수(명)` is highly overall correlated with `전체학생수(명)` and 14 other fields	High correlation
`중학교전체학생수(명)` is highly overall correlated with `전체학생수(명)` and 14 other fields	High correlation
`중학교남자학생수(명)` is highly overall correlated with `전체학생수(명)` and 14 other fields	High correlation
`중학교여자학생수(명)` is highly overall correlated with `전체학생수(명)` and 14 other fields	High correlation
`고등학교전체학생수(명)` is highly overall correlated with `전체학생수(명)` and 14 other fields	High correlation
`고등학교남자학생수(명)` is highly overall correlated with `전체학생수(명)` and 13 other fields	High correlation
`고등학교여자학생수(명)` is highly overall correlated with `전체학생수(명)` and 13 other fields	High correlation
`순회학급유형명` is highly overall correlated with `전체학생수(명)` and 14 other fields	High correlation
`전체학생수(명)` has 31 (14.4%) zeros	Zeros
`전체남자학생수(명)` has 54 (25.0%) zeros	Zeros
`전체여자학생수(명)` has 44 (20.4%) zeros	Zeros
`장애영아전체수(명)` has 82 (38.0%) zeros	Zeros
`장애영아남자수(명)` has 100 (46.3%) zeros	Zeros
`장애영아여자수(명)` has 89 (41.2%) zeros	Zeros
`유치원전체학생수(명)` has 106 (49.1%) zeros	Zeros
`유치원남자학생수(명)` has 112 (51.9%) zeros	Zeros
`유치원여자학생수(명)` has 121 (56.0%) zeros	Zeros
`초등학교전체학생수(명)` has 135 (62.5%) zeros	Zeros
`초등학교남자학생수(명)` has 141 (65.3%) zeros	Zeros
`초등학교여자학생수(명)` has 144 (66.7%) zeros	Zeros
`중학교전체학생수(명)` has 144 (66.7%) zeros	Zeros
`중학교남자학생수(명)` has 156 (72.2%) zeros	Zeros
`중학교여자학생수(명)` has 150 (69.4%) zeros	Zeros
`고등학교전체학생수(명)` has 141 (65.3%) zeros	Zeros
`고등학교남자학생수(명)` has 147 (68.1%) zeros	Zeros
`고등학교여자학생수(명)` has 150 (69.4%) zeros	Zeros

Reproduction

Analysis started	2023-12-10 21:07:49.213433
Analysis finished	2023-12-10 21:08:20.289767
Duration	31.08 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

기준년도
Real number (ℝ)

Distinct	12
Distinct (%)	5.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2016.2593

Minimum	2012
Maximum	2023
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.0 KiB

Quantile statistics

Minimum	2012
5-th percentile	2012
Q1	2014
median	2016
Q3	2018
95-th percentile	2022
Maximum	2023
Range	11
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	2.995719
Coefficient of variation (CV)	0.0014857807
Kurtosis	-0.80086922
Mean	2016.2593
Median Absolute Deviation (MAD)	2
Skewness	0.3631308
Sum	435512
Variance	8.9743325
Monotonicity	Decreasing

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
2017	24	11.1%
2016	24	11.1%
2015	24	11.1%
2014	24	11.1%
2013	24	11.1%
2012	24	11.1%
2018	20	9.3%
2019	16	7.4%
2021	12	5.6%
2020	12	5.6%
Other values (2)	12	5.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2012	24	11.1%
2013	24	11.1%
2014	24	11.1%
2015	24	11.1%
2016	24	11.1%
2017	24	11.1%
2018	20	9.3%
2019	16	7.4%
2020	12	5.6%
2021	12	5.6%

Value	Count	Frequency (%)
2023	4	1.9%
2022	8	3.7%
2021	12	5.6%
2020	12	5.6%
2019	16	7.4%
2018	20	9.3%
2017	24	11.1%
2016	24	11.1%
2015	24	11.1%
2014	24	11.1%

순회학급유형명
Categorical

HIGH CORRELATION

Distinct	4
Distinct (%)	1.9%
Missing	0
Missing (%)	0.0%
Memory size	1.8 KiB

가정	54
병원	54
시설	54
일반학교	54

Length

Max length	4
Median length	2
Mean length	2.5
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	가정
2nd row	병원
3rd row	시설
4th row	일반학교
5th row	가정

Common Values

Value	Count	Frequency (%)
가정	54	25.0%
병원	54	25.0%
시설	54	25.0%
일반학교	54	25.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
가정	54	25.0%
병원	54	25.0%
시설	54	25.0%
일반학교	54	25.0%

전체학생수(명)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	30
Distinct (%)	13.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	59.277778

Minimum	0
Maximum	503
Zeros	31
Zeros (%)	14.4%
Negative	0
Negative (%)	0.0%
Memory size	2.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	29.5
Q3	73.75
95-th percentile	169
Maximum	503
Range	503
Interquartile range (IQR)	72.75

Descriptive statistics

Standard deviation	84.453684
Coefficient of variation (CV)	1.4247107
Kurtosis	9.0795047
Mean	59.277778
Median Absolute Deviation (MAD)	29.5
Skewness	2.6212324
Sum	12804
Variance	7132.4248
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=30)

Value	Count	Frequency (%)
0	31	14.4%
1	29	13.4%
9	12	5.6%
65	11	5.1%
43	9	4.2%
53	8	3.7%
51	7	3.2%
3	7	3.2%
16	6	2.8%
146	6	2.8%
Other values (20)	90	41.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	31	14.4%
1	29	13.4%
2	6	2.8%
3	7	3.2%
4	3	1.4%
6	6	2.8%
7	3	1.4%
8	5	2.3%
9	12	5.6%
16	6	2.8%

Value	Count	Frequency (%)
503	1	0.5%
423	2	0.9%
421	3	1.4%
169	6	2.8%
156	4	1.9%
151	5	2.3%
146	6	2.8%
141	6	2.8%
138	6	2.8%
137	6	2.8%

전체남자학생수(명)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	28
Distinct (%)	13.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	37.662037

Minimum	0
Maximum	343
Zeros	54
Zeros (%)	25.0%
Negative	0
Negative (%)	0.0%
Memory size	2.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.75
median	17
Q3	50
95-th percentile	105
Maximum	343
Range	343
Interquartile range (IQR)	49.25

Descriptive statistics

Standard deviation	56.252683
Coefficient of variation (CV)	1.4936176
Kurtosis	10.306338
Mean	37.662037
Median Absolute Deviation (MAD)	17
Skewness	2.8169905
Sum	8135
Variance	3164.3643
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=28)

Value	Count	Frequency (%)
0	54	25.0%
4	15	6.9%
1	12	5.6%
42	12	5.6%
29	10	4.6%
2	9	4.2%
27	8	3.7%
6	6	2.8%
25	6	2.8%
34	6	2.8%
Other values (18)	78	36.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	54	25.0%
1	12	5.6%
2	9	4.2%
4	15	6.9%
6	6	2.8%
7	6	2.8%
12	6	2.8%
22	3	1.4%
25	6	2.8%
27	8	3.7%

Value	Count	Frequency (%)
343	1	0.5%
296	2	0.9%
276	3	1.4%
110	4	1.9%
105	6	2.8%
100	6	2.8%
89	6	2.8%
88	5	2.3%
87	6	2.8%
85	6	2.8%

전체여자학생수(명)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	22
Distinct (%)	10.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	21.615741

Minimum	0
Maximum	160
Zeros	44
Zeros (%)	20.4%
Negative	0
Negative (%)	0.0%
Memory size	2.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	11
Q3	30
95-th percentile	64
Maximum	160
Range	160
Interquartile range (IQR)	29

Descriptive statistics

Standard deviation	28.779281
Coefficient of variation (CV)	1.3314039
Kurtosis	6.6303699
Mean	21.615741
Median Absolute Deviation (MAD)	11
Skewness	2.2269469
Sum	4669
Variance	828.24701
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=22)

Value	Count	Frequency (%)
0	44	20.4%
1	24	11.1%
2	20	9.3%
26	17	7.9%
4	11	5.1%
46	10	4.6%
18	9	4.2%
21	9	4.2%
3	9	4.2%
61	6	2.8%
Other values (12)	57	26.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	44	20.4%
1	24	11.1%
2	20	9.3%
3	9	4.2%
4	11	5.1%
18	9	4.2%
21	9	4.2%
22	5	2.3%
23	6	2.8%
26	17	7.9%

Value	Count	Frequency (%)
160	1	0.5%
145	3	1.4%
127	2	0.9%
64	6	2.8%
63	5	2.3%
61	6	2.8%
51	6	2.8%
48	6	2.8%
46	10	4.6%
35	6	2.8%

장애영아전체수(명)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	18
Distinct (%)	8.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	13.032407

Minimum	0
Maximum	62
Zeros	82
Zeros (%)	38.0%
Negative	0
Negative (%)	0.0%
Memory size	2.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	2.5
Q3	9
95-th percentile	58.75
Maximum	62
Range	62
Interquartile range (IQR)	9

Descriptive statistics

Standard deviation	20.892502
Coefficient of variation (CV)	1.6031191
Kurtosis	0.270127
Mean	13.032407
Median Absolute Deviation (MAD)	2.5
Skewness	1.4182215
Sum	2815
Variance	436.49662
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=18)

Value	Count	Frequency (%)
0	82	38.0%
3	18	8.3%
1	17	7.9%
4	13	6.0%
9	12	5.6%
8	11	5.1%
51	10	4.6%
2	9	4.2%
37	6	2.8%
58	6	2.8%
Other values (8)	32	14.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	82	38.0%
1	17	7.9%
2	9	4.2%
3	18	8.3%
4	13	6.0%
5	6	2.8%
8	11	5.1%
9	12	5.6%
37	6	2.8%
41	3	1.4%

Value	Count	Frequency (%)
62	6	2.8%
61	5	2.3%
58	6	2.8%
57	1	0.5%
53	2	0.9%
51	10	4.6%
49	3	1.4%
43	6	2.8%
41	3	1.4%
37	6	2.8%

장애영아남자수(명)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	16
Distinct (%)	7.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7.5694444

Minimum	0
Maximum	42
Zeros	100
Zeros (%)	46.3%
Negative	0
Negative (%)	0.0%
Memory size	2.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	6.25
95-th percentile	35.25
Maximum	42
Range	42
Interquartile range (IQR)	6.25

Descriptive statistics

Standard deviation	12.446903
Coefficient of variation (CV)	1.6443615
Kurtosis	0.7457838
Mean	7.5694444
Median Absolute Deviation (MAD)	1
Skewness	1.5101435
Sum	1635
Variance	154.92539
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
0	100	46.3%
1	23	10.6%
4	18	8.3%
2	15	6.9%
27	8	3.7%
21	6	2.8%
42	6	2.8%
6	6	2.8%
7	6	2.8%
33	6	2.8%
Other values (6)	22	10.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	100	46.3%
1	23	10.6%
2	15	6.9%
4	18	8.3%
6	6	2.8%
7	6	2.8%
20	3	1.4%
21	6	2.8%
26	6	2.8%
27	8	3.7%

Value	Count	Frequency (%)
42	6	2.8%
36	5	2.3%
35	1	0.5%
33	6	2.8%
31	3	1.4%
29	4	1.9%
27	8	3.7%
26	6	2.8%
21	6	2.8%
20	3	1.4%

장애영아여자수(명)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	12
Distinct (%)	5.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.462963

Minimum	0
Maximum	26
Zeros	89
Zeros (%)	41.2%
Negative	0
Negative (%)	0.0%
Memory size	2.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	4
95-th percentile	25
Maximum	26
Range	26
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	8.6679586
Coefficient of variation (CV)	1.5866772
Kurtosis	0.31855655
Mean	5.462963
Median Absolute Deviation (MAD)	1
Skewness	1.4263435
Sum	1180
Variance	75.133506
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
0	89	41.2%
1	30	13.9%
2	28	13.0%
25	17	7.9%
4	15	6.9%
16	12	5.6%
20	6	2.8%
3	6	2.8%
22	5	2.3%
18	3	1.4%
Other values (2)	5	2.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	89	41.2%
1	30	13.9%
2	28	13.0%
3	6	2.8%
4	15	6.9%
16	12	5.6%
18	3	1.4%
20	6	2.8%
21	3	1.4%
22	5	2.3%

Value	Count	Frequency (%)
26	2	0.9%
25	17	7.9%
22	5	2.3%
21	3	1.4%
20	6	2.8%
18	3	1.4%
16	12	5.6%
4	15	6.9%
3	6	2.8%
2	28	13.0%

유치원전체학생수(명)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	18
Distinct (%)	8.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	11.12963

Minimum	0
Maximum	124
Zeros	106
Zeros (%)	49.1%
Negative	0
Negative (%)	0.0%
Memory size	2.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	16.25
95-th percentile	43
Maximum	124
Range	124
Interquartile range (IQR)	16.25

Descriptive statistics

Standard deviation	20.326449
Coefficient of variation (CV)	1.8263365
Kurtosis	11.293686
Mean	11.12963
Median Absolute Deviation (MAD)	1
Skewness	3.0331626
Sum	2404
Variance	413.16451
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=18)

Value	Count	Frequency (%)
0	106	49.1%
2	15	6.9%
1	12	5.6%
32	10	4.6%
29	9	4.2%
7	6	2.8%
25	6	2.8%
36	6	2.8%
43	6	2.8%
11	6	2.8%
Other values (8)	34	15.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	106	49.1%
1	12	5.6%
2	15	6.9%
4	5	2.3%
7	6	2.8%
11	6	2.8%
15	6	2.8%
16	6	2.8%
17	5	2.3%
21	6	2.8%

Value	Count	Frequency (%)
124	1	0.5%
104	2	0.9%
100	3	1.4%
43	6	2.8%
36	6	2.8%
32	10	4.6%
29	9	4.2%
25	6	2.8%
21	6	2.8%
17	5	2.3%

유치원남자학생수(명)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	16
Distinct (%)	7.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7.2777778

Minimum	0
Maximum	82
Zeros	112
Zeros (%)	51.9%
Negative	0
Negative (%)	0.0%
Memory size	2.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	9
95-th percentile	29
Maximum	82
Range	82
Interquartile range (IQR)	9

Descriptive statistics

Standard deviation	13.752857
Coefficient of variation (CV)	1.8897056
Kurtosis	10.740648
Mean	7.2777778
Median Absolute Deviation (MAD)	0
Skewness	2.9759191
Sum	1572
Variance	189.14109
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
0	112	51.9%
1	18	8.3%
19	12	5.6%
7	11	5.1%
25	10	4.6%
2	8	3.7%
3	6	2.8%
21	6	2.8%
29	6	2.8%
6	6	2.8%
Other values (6)	21	9.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	112	51.9%
1	18	8.3%
2	8	3.7%
3	6	2.8%
6	6	2.8%
7	11	5.1%
9	6	2.8%
14	6	2.8%
19	12	5.6%
21	6	2.8%

Value	Count	Frequency (%)
82	1	0.5%
74	2	0.9%
63	3	1.4%
29	6	2.8%
25	10	4.6%
24	3	1.4%
21	6	2.8%
19	12	5.6%
14	6	2.8%
9	6	2.8%

유치원여자학생수(명)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	13
Distinct (%)	6.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.8518519

Minimum	0
Maximum	42
Zeros	121
Zeros (%)	56.0%
Negative	0
Negative (%)	0.0%
Memory size	2.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	6
95-th percentile	15
Maximum	42
Range	42
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	6.8963284
Coefficient of variation (CV)	1.7903929
Kurtosis	11.514992
Mean	3.8518519
Median Absolute Deviation (MAD)	0
Skewness	3.0427091
Sum	832
Variance	47.559345
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=13)

Value	Count	Frequency (%)
0	121	56.0%
10	17	7.9%
7	16	7.4%
6	12	5.6%
4	12	5.6%
2	11	5.1%
1	6	2.8%
14	6	2.8%
15	6	2.8%
37	3	1.4%
Other values (3)	6	2.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	121	56.0%
1	6	2.8%
2	11	5.1%
4	12	5.6%
5	3	1.4%
6	12	5.6%
7	16	7.4%
10	17	7.9%
14	6	2.8%
15	6	2.8%

Value	Count	Frequency (%)
42	1	0.5%
37	3	1.4%
30	2	0.9%
15	6	2.8%
14	6	2.8%
10	17	7.9%
7	16	7.4%
6	12	5.6%
5	3	1.4%
4	12	5.6%

초등학교전체학생수(명)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	13
Distinct (%)	6.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	23.115741

Minimum	0
Maximum	283
Zeros	135
Zeros (%)	62.5%
Negative	0
Negative (%)	0.0%
Memory size	2.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	19
95-th percentile	82.5
Maximum	283
Range	283
Interquartile range (IQR)	19

Descriptive statistics

Standard deviation	45.998084
Coefficient of variation (CV)	1.9899031
Kurtosis	9.1928976
Mean	23.115741
Median Absolute Deviation (MAD)	0
Skewness	2.7269604
Sum	4993
Variance	2115.8238
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=13)

Value	Count	Frequency (%)
0	135	62.5%
66	18	8.3%
7	12	5.6%
82	10	4.6%
1	9	4.2%
76	6	2.8%
80	6	2.8%
4	6	2.8%
84	5	2.3%
210	3	1.4%
Other values (3)	6	2.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	135	62.5%
1	9	4.2%
4	6	2.8%
7	12	5.6%
55	3	1.4%
66	18	8.3%
76	6	2.8%
80	6	2.8%
82	10	4.6%
84	5	2.3%

Value	Count	Frequency (%)
283	1	0.5%
217	2	0.9%
210	3	1.4%
84	5	2.3%
82	10	4.6%
80	6	2.8%
76	6	2.8%
66	18	8.3%
55	3	1.4%
7	12	5.6%

초등학교남자학생수(명)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	14
Distinct (%)	6.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	15.101852

Minimum	0
Maximum	197
Zeros	141
Zeros (%)	65.3%
Negative	0
Negative (%)	0.0%
Memory size	2.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	15.5
95-th percentile	52
Maximum	197
Range	197
Interquartile range (IQR)	15.5

Descriptive statistics

Standard deviation	30.716843
Coefficient of variation (CV)	2.0339786
Kurtosis	10.892915
Mean	15.101852
Median Absolute Deviation (MAD)	0
Skewness	2.9454926
Sum	3262
Variance	943.52446
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=14)

Value	Count	Frequency (%)
0	141	65.3%
41	15	6.9%
51	12	5.6%
7	6	2.8%
44	6	2.8%
4	6	2.8%
2	6	2.8%
45	6	2.8%
52	5	2.3%
60	4	1.9%
Other values (4)	9	4.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	141	65.3%
1	3	1.4%
2	6	2.8%
4	6	2.8%
7	6	2.8%
41	15	6.9%
44	6	2.8%
45	6	2.8%
51	12	5.6%
52	5	2.3%

Value	Count	Frequency (%)
197	1	0.5%
153	2	0.9%
139	3	1.4%
60	4	1.9%
52	5	2.3%
51	12	5.6%
45	6	2.8%
44	6	2.8%
41	15	6.9%
7	6	2.8%

초등학교여자학생수(명)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	15
Distinct (%)	6.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	8.0138889

Minimum	0
Maximum	86
Zeros	144
Zeros (%)	66.7%
Negative	0
Negative (%)	0.0%
Memory size	2.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	5.75
95-th percentile	35
Maximum	86
Range	86
Interquartile range (IQR)	5.75

Descriptive statistics

Standard deviation	15.556193
Coefficient of variation (CV)	1.9411541
Kurtosis	6.203504
Mean	8.0138889
Median Absolute Deviation (MAD)	0
Skewness	2.347562
Sum	1731
Variance	241.99516
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=15)

Value	Count	Frequency (%)
0	144	66.7%
22	10	4.6%
31	6	2.8%
35	6	2.8%
1	6	2.8%
29	6	2.8%
3	6	2.8%
25	6	2.8%
2	6	2.8%
21	6	2.8%
Other values (5)	14	6.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	144	66.7%
1	6	2.8%
2	6	2.8%
3	6	2.8%
14	3	1.4%
21	6	2.8%
22	10	4.6%
25	6	2.8%
29	6	2.8%
31	6	2.8%

Value	Count	Frequency (%)
86	1	0.5%
71	3	1.4%
64	2	0.9%
35	6	2.8%
32	5	2.3%
31	6	2.8%
29	6	2.8%
25	6	2.8%
22	10	4.6%
21	6	2.8%

중학교전체학생수(명)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	12
Distinct (%)	5.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	8.5046296

Minimum	0
Maximum	71
Zeros	144
Zeros (%)	66.7%
Negative	0
Negative (%)	0.0%
Memory size	2.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	5
95-th percentile	43
Maximum	71
Range	71
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	16.07656
Coefficient of variation (CV)	1.8903304
Kurtosis	3.6770877
Mean	8.5046296
Median Absolute Deviation (MAD)	0
Skewness	1.9889527
Sum	1837
Variance	258.45579
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
0	144	66.7%
1	12	5.6%
25	12	5.6%
29	12	5.6%
30	10	4.6%
2	6	2.8%
43	6	2.8%
31	5	2.3%
71	3	1.4%
14	3	1.4%
Other values (2)	3	1.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	144	66.7%
1	12	5.6%
2	6	2.8%
14	3	1.4%
25	12	5.6%
29	12	5.6%
30	10	4.6%
31	5	2.3%
43	6	2.8%
64	2	0.9%

Value	Count	Frequency (%)
71	3	1.4%
69	1	0.5%
64	2	0.9%
43	6	2.8%
31	5	2.3%
30	10	4.6%
29	12	5.6%
25	12	5.6%
14	3	1.4%
2	6	2.8%

중학교남자학생수(명)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	13
Distinct (%)	6.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.4537037

Minimum	0
Maximum	51
Zeros	156
Zeros (%)	72.2%
Negative	0
Negative (%)	0.0%
Memory size	2.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	3.5
95-th percentile	25
Maximum	51
Range	51
Interquartile range (IQR)	3.5

Descriptive statistics

Standard deviation	10.641196
Coefficient of variation (CV)	1.9511871
Kurtosis	5.388679
Mean	5.4537037
Median Absolute Deviation (MAD)	0
Skewness	2.2473131
Sum	1178
Variance	113.23506
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=13)

Value	Count	Frequency (%)
0	156	72.2%
17	12	5.6%
15	6	2.8%
20	6	2.8%
2	6	2.8%
25	6	2.8%
19	6	2.8%
18	5	2.3%
21	4	1.9%
49	3	1.4%
Other values (3)	6	2.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	156	72.2%
2	6	2.8%
8	3	1.4%
15	6	2.8%
17	12	5.6%
18	5	2.3%
19	6	2.8%
20	6	2.8%
21	4	1.9%
25	6	2.8%

Value	Count	Frequency (%)
51	1	0.5%
49	3	1.4%
46	2	0.9%
25	6	2.8%
21	4	1.9%
20	6	2.8%
19	6	2.8%
18	5	2.3%
17	12	5.6%
15	6	2.8%

중학교여자학생수(명)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	9
Distinct (%)	4.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.0509259

Minimum	0
Maximum	22
Zeros	150
Zeros (%)	69.4%
Negative	0
Negative (%)	0.0%
Memory size	2.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	2.25
95-th percentile	18
Maximum	22
Range	22
Interquartile range (IQR)	2.25

Descriptive statistics

Standard deviation	5.6347922
Coefficient of variation (CV)	1.8469122
Kurtosis	1.810707
Mean	3.0509259
Median Absolute Deviation (MAD)	0
Skewness	1.7213084
Sum	659
Variance	31.750883
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
0	150	69.4%
1	12	5.6%
13	11	5.1%
9	10	4.6%
18	9	4.2%
6	9	4.2%
10	6	2.8%
12	6	2.8%
22	3	1.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	150	69.4%
1	12	5.6%
6	9	4.2%
9	10	4.6%
10	6	2.8%
12	6	2.8%
13	11	5.1%
18	9	4.2%
22	3	1.4%

Value	Count	Frequency (%)
22	3	1.4%
18	9	4.2%
13	11	5.1%
12	6	2.8%
10	6	2.8%
9	10	4.6%
6	9	4.2%
1	12	5.6%
0	150	69.4%

고등학교전체학생수(명)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	13
Distinct (%)	6.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.3981481

Minimum	0
Maximum	38
Zeros	141
Zeros (%)	65.3%
Negative	0
Negative (%)	0.0%
Memory size	2.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	3
95-th percentile	14.5
Maximum	38
Range	38
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	7.2348508
Coefficient of variation (CV)	2.1290569
Kurtosis	10.604251
Mean	3.3981481
Median Absolute Deviation (MAD)	0
Skewness	3.0388297
Sum	734
Variance	52.343066
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=13)

Value	Count	Frequency (%)
0	141	65.3%
12	12	5.6%
1	9	4.2%
2	9	4.2%
5	6	2.8%
13	6	2.8%
14	6	2.8%
3	6	2.8%
4	6	2.8%
38	5	2.3%
Other values (3)	10	4.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	141	65.3%
1	9	4.2%
2	9	4.2%
3	6	2.8%
4	6	2.8%
5	6	2.8%
8	4	1.9%
12	12	5.6%
13	6	2.8%
14	6	2.8%

Value	Count	Frequency (%)
38	5	2.3%
27	1	0.5%
16	5	2.3%
14	6	2.8%
13	6	2.8%
12	12	5.6%
8	4	1.9%
5	6	2.8%
4	6	2.8%
3	6	2.8%

고등학교남자학생수(명)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	10
Distinct (%)	4.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.2037037

Minimum	0
Maximum	25
Zeros	147
Zeros (%)	68.1%
Negative	0
Negative (%)	0.0%
Memory size	2.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	2
95-th percentile	10
Maximum	25
Range	25
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	4.654099
Coefficient of variation (CV)	2.1119441
Kurtosis	9.912548
Mean	2.2037037
Median Absolute Deviation (MAD)	0
Skewness	2.9292778
Sum	476
Variance	21.660637
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0	147	68.1%
2	18	8.3%
9	12	5.6%
10	11	5.1%
4	10	4.6%
1	6	2.8%
7	6	2.8%
25	3	1.4%
23	2	0.9%
13	1	0.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	147	68.1%
1	6	2.8%
2	18	8.3%
4	10	4.6%
7	6	2.8%
9	12	5.6%
10	11	5.1%
13	1	0.5%
23	2	0.9%
25	3	1.4%

Value	Count	Frequency (%)
25	3	1.4%
23	2	0.9%
13	1	0.5%
10	11	5.1%
9	12	5.6%
7	6	2.8%
4	10	4.6%
2	18	8.3%
1	6	2.8%
0	147	68.1%

고등학교여자학생수(명)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	9
Distinct (%)	4.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.1944444

Minimum	0
Maximum	15
Zeros	150
Zeros (%)	69.4%
Negative	0
Negative (%)	0.0%
Memory size	2.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	5.25
Maximum	15
Range	15
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	2.6883325
Coefficient of variation (CV)	2.250697
Kurtosis	11.968454
Mean	1.1944444
Median Absolute Deviation (MAD)	0
Skewness	3.2586372
Sum	258
Variance	7.2271318
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
0	150	69.4%
1	21	9.7%
2	12	5.6%
5	12	5.6%
4	10	4.6%
6	5	2.3%
13	3	1.4%
15	2	0.9%
14	1	0.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	150	69.4%
1	21	9.7%
2	12	5.6%
4	10	4.6%
5	12	5.6%
6	5	2.3%
13	3	1.4%
14	1	0.5%
15	2	0.9%

Value	Count	Frequency (%)
15	2	0.9%
14	1	0.5%
13	3	1.4%
6	5	2.3%
5	12	5.6%
4	10	4.6%
2	12	5.6%
1	21	9.7%
0	150	69.4%

Phik (φk)
Auto

Heatmap
Table

	기준년도	순회학급유형명	전체학생수(명)	전체남자학생수(명)	전체여자학생수(명)	장애영아전체수(명)	장애영아남자수(명)	장애영아여자수(명)	유치원전체학생수(명)	유치원남자학생수(명)	유치원여자학생수(명)	초등학교전체학생수(명)	초등학교남자학생수(명)	초등학교여자학생수(명)	중학교전체학생수(명)	중학교남자학생수(명)	중학교여자학생수(명)	고등학교전체학생수(명)	고등학교남자학생수(명)	고등학교여자학생수(명)
기준년도	1.000	0.000	0.465	0.537	0.566	0.668	0.721	0.600	0.562	0.645	0.638	0.626	0.626	0.639	0.636	0.636	0.636	0.616	0.616	0.673
순회학급유형명	0.000	1.000	0.868	0.789	0.859	0.678	0.850	0.696	0.675	0.669	0.668	0.637	0.637	0.874	0.729	0.729	0.729	0.675	0.632	0.632
전체학생수(명)	0.465	0.868	1.000	0.993	0.898	0.594	0.622	0.798	0.977	0.948	0.885	0.915	0.921	0.905	0.956	0.964	0.928	0.921	0.881	0.836
전체남자학생수(명)	0.537	0.789	0.993	1.000	0.874	0.539	0.589	0.711	0.984	0.955	0.893	0.913	0.938	0.916	0.961	0.976	0.945	0.908	0.887	0.816
전체여자학생수(명)	0.566	0.859	0.898	0.874	1.000	0.750	0.548	0.567	0.899	0.882	0.977	0.827	0.834	0.890	0.888	0.863	0.895	0.966	0.964	0.958
장애영아전체수(명)	0.668	0.678	0.594	0.539	0.750	1.000	0.920	0.858	0.378	0.128	0.592	0.180	0.180	0.000	0.119	0.119	0.119	0.000	0.000	0.000
장애영아남자수(명)	0.721	0.850	0.622	0.589	0.548	0.920	1.000	0.882	0.358	0.000	0.383	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000
장애영아여자수(명)	0.600	0.696	0.798	0.711	0.567	0.858	0.882	1.000	0.304	0.217	0.215	0.095	0.335	0.000	0.094	0.297	0.205	0.295	0.069	0.069
유치원전체학생수(명)	0.562	0.675	0.977	0.984	0.899	0.378	0.358	0.304	1.000	0.974	0.921	0.894	0.896	0.917	0.969	0.958	0.953	0.900	0.923	0.845
유치원남자학생수(명)	0.645	0.669	0.948	0.955	0.882	0.128	0.000	0.217	0.974	1.000	0.893	0.816	0.823	0.928	0.947	0.964	0.971	0.834	0.876	0.888
유치원여자학생수(명)	0.638	0.668	0.885	0.893	0.977	0.592	0.383	0.215	0.921	0.893	1.000	0.895	0.896	0.923	0.843	0.812	0.878	0.966	0.965	0.968
초등학교전체학생수(명)	0.626	0.637	0.915	0.913	0.827	0.180	0.000	0.095	0.894	0.816	0.895	1.000	0.991	1.000	0.911	0.911	0.813	0.909	0.895	0.815
초등학교남자학생수(명)	0.626	0.637	0.921	0.938	0.834	0.180	0.000	0.335	0.896	0.823	0.896	0.991	1.000	0.925	0.817	0.849	0.799	0.981	0.917	0.845
초등학교여자학생수(명)	0.639	0.874	0.905	0.916	0.890	0.000	0.000	0.000	0.917	0.928	0.923	1.000	0.925	1.000	0.911	0.927	0.905	0.892	0.943	0.907
중학교전체학생수(명)	0.636	0.729	0.956	0.961	0.888	0.119	0.000	0.094	0.969	0.947	0.843	0.911	0.817	0.911	1.000	0.994	0.978	0.821	0.846	0.894
중학교남자학생수(명)	0.636	0.729	0.964	0.976	0.863	0.119	0.000	0.297	0.958	0.964	0.812	0.911	0.849	0.927	0.994	1.000	0.966	0.851	0.841	0.836
중학교여자학생수(명)	0.636	0.729	0.928	0.945	0.895	0.119	0.000	0.205	0.953	0.971	0.878	0.813	0.799	0.905	0.978	0.966	1.000	0.839	0.854	0.879
고등학교전체학생수(명)	0.616	0.675	0.921	0.908	0.966	0.000	0.000	0.295	0.900	0.834	0.966	0.909	0.981	0.892	0.821	0.851	0.839	1.000	0.986	0.978
고등학교남자학생수(명)	0.616	0.632	0.881	0.887	0.964	0.000	0.000	0.069	0.923	0.876	0.965	0.895	0.917	0.943	0.846	0.841	0.854	0.986	1.000	0.965
고등학교여자학생수(명)	0.673	0.632	0.836	0.816	0.958	0.000	0.000	0.069	0.845	0.888	0.968	0.815	0.845	0.907	0.894	0.836	0.879	0.978	0.965	1.000

Heatmap
Table

	기준년도	전체학생수(명)	전체남자학생수(명)	전체여자학생수(명)	장애영아전체수(명)	장애영아남자수(명)	장애영아여자수(명)	유치원전체학생수(명)	유치원남자학생수(명)	유치원여자학생수(명)	초등학교전체학생수(명)	초등학교남자학생수(명)	초등학교여자학생수(명)	중학교전체학생수(명)	중학교남자학생수(명)	중학교여자학생수(명)	고등학교전체학생수(명)	고등학교남자학생수(명)	고등학교여자학생수(명)	순회학급유형명
기준년도	1.000	0.039	0.036	0.037	0.241	0.174	0.258	-0.244	-0.222	-0.201	-0.089	-0.078	-0.098	-0.065	-0.052	-0.017	-0.123	-0.068	-0.102	0.000
전체학생수(명)	0.039	1.000	0.983	0.976	0.359	0.300	0.422	0.805	0.825	0.793	0.798	0.775	0.797	0.789	0.786	0.752	0.742	0.778	0.694	0.734
전체남자학생수(명)	0.036	0.983	1.000	0.941	0.340	0.295	0.389	0.785	0.826	0.761	0.801	0.787	0.791	0.796	0.790	0.759	0.737	0.786	0.679	0.632
전체여자학생수(명)	0.037	0.976	0.941	1.000	0.340	0.275	0.434	0.809	0.813	0.819	0.786	0.745	0.795	0.748	0.757	0.732	0.730	0.760	0.702	0.785
장애영아전체수(명)	0.241	0.359	0.340	0.340	1.000	0.957	0.964	-0.074	-0.040	-0.056	-0.090	-0.154	-0.142	-0.056	-0.170	-0.102	-0.223	-0.165	-0.303	0.538
장애영아남자수(명)	0.174	0.300	0.295	0.275	0.957	1.000	0.879	-0.121	-0.094	-0.098	-0.152	-0.214	-0.195	-0.113	-0.237	-0.157	-0.263	-0.209	-0.358	0.524
장애영아여자수(명)	0.258	0.422	0.389	0.434	0.964	0.879	1.000	0.037	0.069	0.042	0.007	-0.066	-0.055	-0.019	-0.088	-0.066	-0.140	-0.086	-0.214	0.525
유치원전체학생수(명)	-0.244	0.805	0.785	0.809	-0.074	-0.121	0.037	1.000	0.976	0.952	0.826	0.804	0.845	0.690	0.780	0.651	0.777	0.805	0.756	0.502
유치원남자학생수(명)	-0.222	0.825	0.826	0.813	-0.040	-0.094	0.069	0.976	1.000	0.906	0.860	0.837	0.869	0.723	0.813	0.677	0.798	0.827	0.769	0.496
유치원여자학생수(명)	-0.201	0.793	0.761	0.819	-0.056	-0.098	0.042	0.952	0.906	1.000	0.788	0.757	0.850	0.690	0.761	0.657	0.790	0.816	0.768	0.527
초등학교전체학생수(명)	-0.089	0.798	0.801	0.786	-0.090	-0.152	0.007	0.826	0.860	0.788	1.000	0.973	0.947	0.825	0.890	0.780	0.900	0.932	0.840	0.565
초등학교남자학생수(명)	-0.078	0.775	0.787	0.745	-0.154	-0.214	-0.066	0.804	0.837	0.757	0.973	1.000	0.906	0.842	0.910	0.796	0.917	0.946	0.857	0.565
초등학교여자학생수(명)	-0.098	0.797	0.791	0.795	-0.142	-0.195	-0.055	0.845	0.869	0.850	0.947	0.906	1.000	0.868	0.922	0.823	0.922	0.949	0.884	0.552
중학교전체학생수(명)	-0.065	0.789	0.796	0.748	-0.056	-0.113	-0.019	0.690	0.723	0.690	0.825	0.842	0.868	1.000	0.935	0.959	0.851	0.872	0.818	0.561
중학교남자학생수(명)	-0.052	0.786	0.790	0.757	-0.170	-0.237	-0.088	0.780	0.813	0.761	0.890	0.910	0.922	0.935	1.000	0.879	0.907	0.924	0.869	0.561
중학교여자학생수(명)	-0.017	0.752	0.759	0.732	-0.102	-0.157	-0.066	0.651	0.677	0.657	0.780	0.796	0.823	0.959	0.879	1.000	0.811	0.827	0.847	0.561
고등학교전체학생수(명)	-0.123	0.742	0.737	0.730	-0.223	-0.263	-0.140	0.777	0.798	0.790	0.900	0.917	0.922	0.851	0.907	0.811	1.000	0.970	0.948	0.534
고등학교남자학생수(명)	-0.068	0.778	0.786	0.760	-0.165	-0.209	-0.086	0.805	0.827	0.816	0.932	0.946	0.949	0.872	0.924	0.827	0.970	1.000	0.896	0.493
고등학교여자학생수(명)	-0.102	0.694	0.679	0.702	-0.303	-0.358	-0.214	0.756	0.769	0.768	0.840	0.857	0.884	0.818	0.869	0.847	0.948	0.896	1.000	0.493
순회학급유형명	0.000	0.734	0.632	0.785	0.538	0.524	0.525	0.502	0.496	0.527	0.565	0.565	0.552	0.561	0.561	0.561	0.534	0.493	0.493	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	순회학급유형명	전체학생수(명)	전체남자학생수(명)	전체여자학생수(명)	장애영아전체수(명)	장애영아남자수(명)	장애영아여자수(명)	유치원전체학생수(명)	유치원남자학생수(명)	유치원여자학생수(명)	초등학교전체학생수(명)	초등학교남자학생수(명)	초등학교여자학생수(명)	중학교전체학생수(명)	중학교남자학생수(명)	중학교여자학생수(명)	고등학교전체학생수(명)	고등학교남자학생수(명)	고등학교여자학생수(명)
0	2023	가정	57	35	22	57	35	22	0	0	0	0	0	0	0	0	0	0	0	0
1	2023	병원	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
2	2023	시설	4	4	0	4	4	0	0	0	0	0	0	0	0	0	0	0	0	0
3	2023	일반학교	503	343	160	0	0	0	124	82	42	283	197	86	69	51	18	27	13	14
4	2022	가정	53	27	26	53	27	26	0	0	0	0	0	0	0	0	0	0	0	0
5	2022	가정	53	27	26	53	27	26	0	0	0	0	0	0	0	0	0	0	0	0
6	2022	병원	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
7	2022	병원	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
8	2022	시설	4	2	2	4	2	2	0	0	0	0	0	0	0	0	0	0	0	0
9	2022	시설	4	2	2	4	2	2	0	0	0	0	0	0	0	0	0	0	0	0

	기준년도	순회학급유형명	전체학생수(명)	전체남자학생수(명)	전체여자학생수(명)	유치원전체학생수(명)	유치원남자학생수(명)	유치원여자학생수(명)	초등학교전체학생수(명)	초등학교남자학생수(명)	초등학교여자학생수(명)	중학교전체학생수(명)	중학교남자학생수(명)	중학교여자학생수(명)	고등학교전체학생수(명)	고등학교남자학생수(명)	고등학교여자학생수(명)
206	2012	시설	1	1	0	1	1	0	0	0	0	0	0	0	0	0	0
207	2012	시설	1	1	0	1	1	0	0	0	0	0	0	0	0	0	0
208	2012	시설	1	1	0	1	1	0	0	0	0	0	0	0	0	0	0
209	2012	시설	1	1	0	1	1	0	0	0	0	0	0	0	0	0	0
210	2012	일반학교	120	85	35	25	19	6	66	45	21	25	19	6	4	2	2
211	2012	일반학교	120	85	35	25	19	6	66	45	21	25	19	6	4	2	2
212	2012	일반학교	120	85	35	25	19	6	66	45	21	25	19	6	4	2	2
213	2012	일반학교	120	85	35	25	19	6	66	45	21	25	19	6	4	2	2
214	2012	일반학교	120	85	35	25	19	6	66	45	21	25	19	6	4	2	2
215	2012	일반학교	120	85	35	25	19	6	66	45	21	25	19	6	4	2	2

Most frequently occurring

	기준년도	순회학급유형명	전체학생수(명)	전체남자학생수(명)	전체여자학생수(명)	장애영아전체수(명)	장애영아남자수(명)	장애영아여자수(명)	유치원전체학생수(명)	유치원남자학생수(명)	유치원여자학생수(명)	초등학교전체학생수(명)	초등학교남자학생수(명)	초등학교여자학생수(명)	중학교전체학생수(명)	중학교남자학생수(명)	중학교여자학생수(명)	고등학교전체학생수(명)	고등학교남자학생수(명)	고등학교여자학생수(명)	# duplicates
0	2012	가정	43	25	18	0	0	0	36	21	15	4	2	2	0	0	0	3	2	1	6
1	2012	병원	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	6
2	2012	시설	1	1	0	0	0	0	1	1	0	0	0	0	0	0	0	0	0	0	6
3	2012	일반학교	120	85	35	0	0	0	25	19	6	66	45	21	25	19	6	4	2	2	6
4	2013	가정	65	42	23	43	27	16	11	7	4	7	4	3	2	2	0	2	2	0	6
5	2013	병원	1	0	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	1	6
6	2013	시설	6	4	2	5	4	1	0	0	0	0	0	0	1	0	1	0	0	0	6
7	2013	일반학교	169	105	64	3	1	2	43	29	14	66	41	25	43	25	18	14	9	5	6
8	2014	가정	53	27	26	37	21	16	16	6	10	0	0	0	0	0	0	0	0	0	6
9	2014	병원	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	6

Overview

Variables

Common Values

Length

Common Values (Plot)

Interactions

Correlations

Missing values

Sample

Duplicate rows

Most frequently occurring