gimi9 Pandas Profiling

Dataset statistics

Number of variables	20
Number of observations	36
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	6.4 KiB
Average record size in memory	182.7 B

Variable types

Numeric	16
Categorical	4

Dataset

Description	통합학급 학생수 집계현황
Author	경기복지재단(경기도장애인복지종합지원센터)
URL	https://data.gg.go.kr/portal/data/service/selectServicePage.do?&infId=3ZNENWR7LUBOTLAU19G825155412&infSeq=1

Alerts

`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
`유치원전체학생수(명)` is highly overall correlated with `전체학생수(명)` and 13 other fields	High correlation
`유치원남자학생수(명)` is highly overall correlated with `전체학생수(명)` and 17 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 17 other fields	High correlation
`고등학교남자학생수(명)` is highly overall correlated with `전체학생수(명)` and 14 other fields	High correlation
`고등학교여자학생수(명)` is highly overall correlated with `전체학생수(명)` and 14 other fields	High correlation
`학교유형명` is highly overall correlated with `전체학생수(명)` and 13 other fields	High correlation
`전공과전체학생수(명)` is highly overall correlated with `유치원남자학생수(명)` and 1 other fields	High correlation
`전공과남자학생수(명)` is highly overall correlated with `유치원남자학생수(명)` and 1 other fields	High correlation
`전공과여자학생수(명)` is highly overall correlated with `유치원남자학생수(명)` and 1 other fields	High correlation
`전공과전체학생수(명)` is highly imbalanced (81.7%)	Imbalance
`전공과남자학생수(명)` is highly imbalanced (81.7%)	Imbalance
`전공과여자학생수(명)` is highly imbalanced (81.7%)	Imbalance
`전체학생수(명)` has 12 (33.3%) zeros	Zeros
`전체남자학생수(명)` has 12 (33.3%) zeros	Zeros
`전체여자학생수(명)` has 12 (33.3%) zeros	Zeros
`유치원전체학생수(명)` has 12 (33.3%) zeros	Zeros
`유치원남자학생수(명)` has 12 (33.3%) zeros	Zeros
`유치원여자학생수(명)` has 12 (33.3%) zeros	Zeros
`초등학교전체학생수(명)` has 12 (33.3%) zeros	Zeros
`초등학교남자학생수(명)` has 12 (33.3%) zeros	Zeros
`초등학교여자학생수(명)` has 12 (33.3%) zeros	Zeros
`중학교전체학생수(명)` has 12 (33.3%) zeros	Zeros
`중학교남자학생수(명)` has 12 (33.3%) zeros	Zeros
`중학교여자학생수(명)` has 12 (33.3%) zeros	Zeros
`고등학교전체학생수(명)` has 12 (33.3%) zeros	Zeros
`고등학교남자학생수(명)` has 12 (33.3%) zeros	Zeros
`고등학교여자학생수(명)` has 12 (33.3%) zeros	Zeros

Reproduction

Analysis started	2023-12-10 22:14:03.024362
Analysis finished	2023-12-10 22:14:25.004914
Duration	21.98 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

기준년도
Real number (ℝ)

Distinct	12
Distinct (%)	33.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2017.5

Minimum	2012
Maximum	2023
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	456.0 B

Quantile statistics

Minimum	2012
5-th percentile	2012
Q1	2014.75
median	2017.5
Q3	2020.25
95-th percentile	2023
Maximum	2023
Range	11
Interquartile range (IQR)	5.5

Descriptive statistics

Standard deviation	3.5010203
Coefficient of variation (CV)	0.001735326
Kurtosis	-1.217232
Mean	2017.5
Median Absolute Deviation (MAD)	3
Skewness	0
Sum	72630
Variance	12.257143
Monotonicity	Decreasing

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
2023	3	8.3%
2022	3	8.3%
2021	3	8.3%
2020	3	8.3%
2019	3	8.3%
2018	3	8.3%
2017	3	8.3%
2016	3	8.3%
2015	3	8.3%
2014	3	8.3%
Other values (2)	6	16.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2012	3	8.3%
2013	3	8.3%
2014	3	8.3%
2015	3	8.3%
2016	3	8.3%
2017	3	8.3%
2018	3	8.3%
2019	3	8.3%
2020	3	8.3%
2021	3	8.3%

Value	Count	Frequency (%)
2023	3	8.3%
2022	3	8.3%
2021	3	8.3%
2020	3	8.3%
2019	3	8.3%
2018	3	8.3%
2017	3	8.3%
2016	3	8.3%
2015	3	8.3%
2014	3	8.3%

학교유형명
Categorical

HIGH CORRELATION

Distinct	3
Distinct (%)	8.3%
Missing	0
Missing (%)	0.0%
Memory size	420.0 B

공립	12
국립	12
사립	12

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	공립
2nd row	국립
3rd row	사립
4th row	공립
5th row	국립

Common Values

Value	Count	Frequency (%)
공립	12	33.3%
국립	12	33.3%
사립	12	33.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
공립	12	33.3%
국립	12	33.3%
사립	12	33.3%

전체학생수(명)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	25
Distinct (%)	69.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5481.0833

Minimum	0
Maximum	20714
Zeros	12
Zeros (%)	33.3%
Negative	0
Negative (%)	0.0%
Memory size	456.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	593
Q3	13993
95-th percentile	17808.75
Maximum	20714
Range	20714
Interquartile range (IQR)	13993

Descriptive statistics

Standard deviation	7533.8794
Coefficient of variation (CV)	1.3745238
Kurtosis	-1.1983378
Mean	5481.0833
Median Absolute Deviation (MAD)	593
Skewness	0.83594048
Sum	197319
Variance	56759338
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=25)

Value	Count	Frequency (%)
0	12	33.3%
20714	1	2.8%
741	1	2.8%
13701	1	2.8%
760	1	2.8%
13900	1	2.8%
646	1	2.8%
13943	1	2.8%
599	1	2.8%
14143	1	2.8%
Other values (15)	15	41.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	12	33.3%
550	1	2.8%
553	1	2.8%
566	1	2.8%
567	1	2.8%
574	1	2.8%
589	1	2.8%
597	1	2.8%
599	1	2.8%
623	1	2.8%

Value	Count	Frequency (%)
20714	1	2.8%
19014	1	2.8%
17407	1	2.8%
16863	1	2.8%
16146	1	2.8%
15258	1	2.8%
14662	1	2.8%
14203	1	2.8%
14143	1	2.8%
13943	1	2.8%

전체남자학생수(명)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	25
Distinct (%)	69.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3670.1111

Minimum	0
Maximum	14368
Zeros	12
Zeros (%)	33.3%
Negative	0
Negative (%)	0.0%
Memory size	456.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	345
Q3	9165.75
95-th percentile	12226.75
Maximum	14368
Range	14368
Interquartile range (IQR)	9165.75

Descriptive statistics

Standard deviation	5104.0875
Coefficient of variation (CV)	1.3907174
Kurtosis	-1.0836276
Mean	3670.1111
Median Absolute Deviation (MAD)	345
Skewness	0.86967958
Sum	132124
Variance	26051709
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=25)

Value	Count	Frequency (%)
0	12	33.3%
14368	1	2.8%
458	1	2.8%
8947	1	2.8%
449	1	2.8%
9079	1	2.8%
382	1	2.8%
9131	1	2.8%
361	1	2.8%
9270	1	2.8%
Other values (15)	15	41.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	12	33.3%
316	1	2.8%
319	1	2.8%
325	1	2.8%
326	1	2.8%
341	1	2.8%
344	1	2.8%
346	1	2.8%
361	1	2.8%
371	1	2.8%

Value	Count	Frequency (%)
14368	1	2.8%
13177	1	2.8%
11910	1	2.8%
11433	1	2.8%
10936	1	2.8%
10286	1	2.8%
9778	1	2.8%
9471	1	2.8%
9270	1	2.8%
9131	1	2.8%

전체여자학생수(명)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	24
Distinct (%)	66.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1810.9722

Minimum	0
Maximum	6346
Zeros	12
Zeros (%)	33.3%
Negative	0
Negative (%)	0.0%
Memory size	456.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	242
Q3	4814.25
95-th percentile	5582
Maximum	6346
Range	6346
Interquartile range (IQR)	4814.25

Descriptive statistics

Standard deviation	2435.4627
Coefficient of variation (CV)	1.3448371
Kurtosis	-1.3826237
Mean	1810.9722
Median Absolute Deviation (MAD)	242
Skewness	0.78020617
Sum	65195
Variance	5931478.5
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=24)

Value	Count	Frequency (%)
0	12	33.3%
241	2	5.6%
6346	1	2.8%
4732	1	2.8%
283	1	2.8%
4754	1	2.8%
311	1	2.8%
4821	1	2.8%
264	1	2.8%
4812	1	2.8%
Other values (14)	14	38.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	12	33.3%
231	1	2.8%
233	1	2.8%
237	1	2.8%
238	1	2.8%
241	2	5.6%
243	1	2.8%
252	1	2.8%
253	1	2.8%
264	1	2.8%

Value	Count	Frequency (%)
6346	1	2.8%
5837	1	2.8%
5497	1	2.8%
5430	1	2.8%
5210	1	2.8%
4972	1	2.8%
4884	1	2.8%
4873	1	2.8%
4821	1	2.8%
4812	1	2.8%

유치원전체학생수(명)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	23
Distinct (%)	63.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	380.97222

Minimum	0
Maximum	1831
Zeros	12
Zeros (%)	33.3%
Negative	0
Negative (%)	0.0%
Memory size	456.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	104
Q3	593.5
95-th percentile	1540.5
Maximum	1831
Range	1831
Interquartile range (IQR)	593.5

Descriptive statistics

Standard deviation	541.01283
Coefficient of variation (CV)	1.4200847
Kurtosis	1.0177336
Mean	380.97222
Median Absolute Deviation (MAD)	104
Skewness	1.4775586
Sum	13715
Variance	292694.88
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=23)

Value	Count	Frequency (%)
0	12	33.3%
104	3	8.3%
1831	1	2.8%
805	1	2.8%
253	1	2.8%
324	1	2.8%
203	1	2.8%
422	1	2.8%
132	1	2.8%
563	1	2.8%
Other values (13)	13	36.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	12	33.3%
69	1	2.8%
72	1	2.8%
86	1	2.8%
87	1	2.8%
102	1	2.8%
104	3	8.3%
114	1	2.8%
132	1	2.8%
203	1	2.8%

Value	Count	Frequency (%)
1831	1	2.8%
1710	1	2.8%
1484	1	2.8%
1303	1	2.8%
1197	1	2.8%
1071	1	2.8%
890	1	2.8%
805	1	2.8%
685	1	2.8%
563	1	2.8%

유치원남자학생수(명)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	23
Distinct (%)	63.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	270.36111

Minimum	0
Maximum	1363
Zeros	12
Zeros (%)	33.3%
Negative	0
Negative (%)	0.0%
Memory size	456.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	66.5
Q3	407.5
95-th percentile	1116.75
Maximum	1363
Range	1363
Interquartile range (IQR)	407.5

Descriptive statistics

Standard deviation	396.41415
Coefficient of variation (CV)	1.4662395
Kurtosis	1.3177559
Mean	270.36111
Median Absolute Deviation (MAD)	66.5
Skewness	1.5538683
Sum	9733
Variance	157144.18
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=23)

Value	Count	Frequency (%)
0	12	33.3%
56	2	5.6%
67	2	5.6%
1363	1	2.8%
565	1	2.8%
163	1	2.8%
222	1	2.8%
119	1	2.8%
298	1	2.8%
75	1	2.8%
Other values (13)	13	36.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	12	33.3%
42	1	2.8%
48	1	2.8%
56	2	5.6%
64	1	2.8%
66	1	2.8%
67	2	5.6%
71	1	2.8%
75	1	2.8%
119	1	2.8%

Value	Count	Frequency (%)
1363	1	2.8%
1278	1	2.8%
1063	1	2.8%
942	1	2.8%
861	1	2.8%
761	1	2.8%
628	1	2.8%
565	1	2.8%
472	1	2.8%
386	1	2.8%

유치원여자학생수(명)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	24
Distinct (%)	66.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	110.61111

Minimum	0
Maximum	468
Zeros	12
Zeros (%)	33.3%
Negative	0
Negative (%)	0.0%
Memory size	456.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	37
Q3	186
95-th percentile	423.75
Maximum	468
Range	468
Interquartile range (IQR)	186

Descriptive statistics

Standard deviation	145.36855
Coefficient of variation (CV)	1.314231
Kurtosis	0.32661122
Mean	110.61111
Median Absolute Deviation (MAD)	37
Skewness	1.2826776
Sum	3982
Variance	21132.016
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=24)

Value	Count	Frequency (%)
0	12	33.3%
37	2	5.6%
468	1	2.8%
240	1	2.8%
90	1	2.8%
102	1	2.8%
84	1	2.8%
124	1	2.8%
57	1	2.8%
177	1	2.8%
Other values (14)	14	38.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	12	33.3%
24	1	2.8%
27	1	2.8%
30	1	2.8%
31	1	2.8%
33	1	2.8%
37	2	5.6%
38	1	2.8%
48	1	2.8%
57	1	2.8%

Value	Count	Frequency (%)
468	1	2.8%
432	1	2.8%
421	1	2.8%
361	1	2.8%
336	1	2.8%
310	1	2.8%
262	1	2.8%
240	1	2.8%
213	1	2.8%
177	1	2.8%

초등학교전체학생수(명)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	23
Distinct (%)	63.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2578.9722

Minimum	0
Maximum	11191
Zeros	12
Zeros (%)	33.3%
Negative	0
Negative (%)	0.0%
Memory size	456.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	41.5
Q3	6191.5
95-th percentile	9382.25
Maximum	11191
Range	11191
Interquartile range (IQR)	6191.5

Descriptive statistics

Standard deviation	3800.6133
Coefficient of variation (CV)	1.473693
Kurtosis	-0.69914069
Mean	2578.9722
Median Absolute Deviation (MAD)	41.5
Skewness	0.98199056
Sum	92843
Variance	14444661
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=23)

Value	Count	Frequency (%)
0	12	33.3%
50	2	5.6%
41	2	5.6%
11191	1	2.8%
42	1	2.8%
49	1	2.8%
6315	1	2.8%
6171	1	2.8%
51	1	2.8%
6081	1	2.8%
Other values (13)	13	36.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	12	33.3%
36	1	2.8%
37	1	2.8%
38	1	2.8%
39	1	2.8%
41	2	5.6%
42	1	2.8%
45	1	2.8%
49	1	2.8%
50	2	5.6%

Value	Count	Frequency (%)
11191	1	2.8%
10292	1	2.8%
9079	1	2.8%
8716	1	2.8%
8139	1	2.8%
7273	1	2.8%
6679	1	2.8%
6315	1	2.8%
6199	1	2.8%
6189	1	2.8%

초등학교남자학생수(명)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	22
Distinct (%)	61.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1760.9167

Minimum	0
Maximum	7875
Zeros	12
Zeros (%)	33.3%
Negative	0
Negative (%)	0.0%
Memory size	456.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	29.5
Q3	4091.25
95-th percentile	6552
Maximum	7875
Range	7875
Interquartile range (IQR)	4091.25

Descriptive statistics

Standard deviation	2616.5587
Coefficient of variation (CV)	1.4859072
Kurtosis	-0.50738299
Mean	1760.9167
Median Absolute Deviation (MAD)	29.5
Skewness	1.0368894
Sum	63393
Variance	6846379.3
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=22)

Value	Count	Frequency (%)
0	12	33.3%
26	3	8.3%
30	2	5.6%
7875	1	2.8%
4143	1	2.8%
41	1	2.8%
4144	1	2.8%
38	1	2.8%
4023	1	2.8%
36	1	2.8%
Other values (12)	12	33.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	12	33.3%
26	3	8.3%
27	1	2.8%
28	1	2.8%
29	1	2.8%
30	2	5.6%
35	1	2.8%
36	1	2.8%
38	1	2.8%
41	1	2.8%

Value	Count	Frequency (%)
7875	1	2.8%
7227	1	2.8%
6327	1	2.8%
6032	1	2.8%
5659	1	2.8%
5024	1	2.8%
4502	1	2.8%
4144	1	2.8%
4143	1	2.8%
4074	1	2.8%

초등학교여자학생수(명)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	20
Distinct (%)	55.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	818.05556

Minimum	0
Maximum	3316
Zeros	12
Zeros (%)	33.3%
Negative	0
Negative (%)	0.0%
Memory size	456.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	12.5
Q3	2130.75
95-th percentile	2830.25
Maximum	3316
Range	3316
Interquartile range (IQR)	2130.75

Descriptive statistics

Standard deviation	1188.3036
Coefficient of variation (CV)	1.4525952
Kurtosis	-1.0556325
Mean	818.05556
Median Absolute Deviation (MAD)	12.5
Skewness	0.88005284
Sum	29450
Variance	1412065.4
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
0	12	33.3%
15	4	11.1%
11	2	5.6%
13	2	5.6%
3316	1	2.8%
8	1	2.8%
2171	1	2.8%
12	1	2.8%
2148	1	2.8%
2090	1	2.8%
Other values (10)	10	27.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	12	33.3%
8	1	2.8%
9	1	2.8%
10	1	2.8%
11	2	5.6%
12	1	2.8%
13	2	5.6%
15	4	11.1%
2046	1	2.8%
2090	1	2.8%

Value	Count	Frequency (%)
3316	1	2.8%
3065	1	2.8%
2752	1	2.8%
2684	1	2.8%
2480	1	2.8%
2249	1	2.8%
2177	1	2.8%
2171	1	2.8%
2148	1	2.8%
2125	1	2.8%

중학교전체학생수(명)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	25
Distinct (%)	69.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1223.0278

Minimum	0
Maximum	4146
Zeros	12
Zeros (%)	33.3%
Negative	0
Negative (%)	0.0%
Memory size	456.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	192
Q3	3243.25
95-th percentile	3687.75
Maximum	4146
Range	4146
Interquartile range (IQR)	3243.25

Descriptive statistics

Standard deviation	1626.3988
Coefficient of variation (CV)	1.3298135
Kurtosis	-1.431619
Mean	1223.0278
Median Absolute Deviation (MAD)	192
Skewness	0.76457549
Sum	44029
Variance	2645173.1
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=25)

Value	Count	Frequency (%)
0	12	33.3%
4146	1	2.8%
195	1	2.8%
3583	1	2.8%
214	1	2.8%
3687	1	2.8%
198	1	2.8%
3611	1	2.8%
193	1	2.8%
3458	1	2.8%
Other values (15)	15	41.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	12	33.3%
168	1	2.8%
173	1	2.8%
177	1	2.8%
179	1	2.8%
185	1	2.8%
191	1	2.8%
193	1	2.8%
195	1	2.8%
198	1	2.8%

Value	Count	Frequency (%)
4146	1	2.8%
3690	1	2.8%
3687	1	2.8%
3611	1	2.8%
3583	1	2.8%
3458	1	2.8%
3412	1	2.8%
3332	1	2.8%
3325	1	2.8%
3216	1	2.8%

중학교남자학생수(명)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	25
Distinct (%)	69.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	803.55556

Minimum	0
Maximum	2789
Zeros	12
Zeros (%)	33.3%
Negative	0
Negative (%)	0.0%
Memory size	456.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	113
Q3	2108.25
95-th percentile	2463
Maximum	2789
Range	2789
Interquartile range (IQR)	2108.25

Descriptive statistics

Standard deviation	1080.0651
Coefficient of variation (CV)	1.3441075
Kurtosis	-1.3985891
Mean	803.55556
Median Absolute Deviation (MAD)	113
Skewness	0.77639138
Sum	28928
Variance	1166540.5
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=25)

Value	Count	Frequency (%)
0	12	33.3%
2789	1	2.8%
116	1	2.8%
2326	1	2.8%
130	1	2.8%
2453	1	2.8%
121	1	2.8%
2402	1	2.8%
117	1	2.8%
2276	1	2.8%
Other values (15)	15	41.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	12	33.3%
91	1	2.8%
92	1	2.8%
97	1	2.8%
101	1	2.8%
106	1	2.8%
110	1	2.8%
116	1	2.8%
117	1	2.8%
121	1	2.8%

Value	Count	Frequency (%)
2789	1	2.8%
2493	1	2.8%
2453	1	2.8%
2402	1	2.8%
2326	1	2.8%
2318	1	2.8%
2276	1	2.8%
2198	1	2.8%
2178	1	2.8%
2085	1	2.8%

중학교여자학생수(명)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	22
Distinct (%)	61.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	419.47222

Minimum	0
Maximum	1357
Zeros	12
Zeros (%)	33.3%
Negative	0
Negative (%)	0.0%
Memory size	456.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	80
Q3	1117.25
95-th percentile	1239.75
Maximum	1357
Range	1357
Interquartile range (IQR)	1117.25

Descriptive statistics

Standard deviation	547.05792
Coefficient of variation (CV)	1.3041577
Kurtosis	-1.4720234
Mean	419.47222
Median Absolute Deviation (MAD)	80
Skewness	0.74826954
Sum	15101
Variance	299272.37
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=22)

Value	Count	Frequency (%)
0	12	33.3%
81	3	8.3%
77	2	5.6%
1357	1	2.8%
79	1	2.8%
1257	1	2.8%
84	1	2.8%
1234	1	2.8%
1209	1	2.8%
76	1	2.8%
Other values (12)	12	33.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	12	33.3%
71	1	2.8%
76	1	2.8%
77	2	5.6%
78	1	2.8%
79	1	2.8%
81	3	8.3%
84	1	2.8%
87	1	2.8%
88	1	2.8%

Value	Count	Frequency (%)
1357	1	2.8%
1257	1	2.8%
1234	1	2.8%
1209	1	2.8%
1197	1	2.8%
1182	1	2.8%
1154	1	2.8%
1131	1	2.8%
1127	1	2.8%
1114	1	2.8%

고등학교전체학생수(명)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	24
Distinct (%)	66.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1297.5556

Minimum	0
Maximum	3877
Zeros	12
Zeros (%)	33.3%
Negative	0
Negative (%)	0.0%
Memory size	456.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	259.5
Q3	3474
95-th percentile	3820
Maximum	3877
Range	3877
Interquartile range (IQR)	3474

Descriptive statistics

Standard deviation	1681.7935
Coefficient of variation (CV)	1.2961244
Kurtosis	-1.5067246
Mean	1297.5556
Median Absolute Deviation (MAD)	259.5
Skewness	0.73671816
Sum	46712
Variance	2828429.3
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=24)

Value	Count	Frequency (%)
0	12	33.3%
3877	2	5.6%
3546	1	2.8%
244	1	2.8%
3459	1	2.8%
293	1	2.8%
3620	1	2.8%
265	1	2.8%
3688	1	2.8%
270	1	2.8%
Other values (14)	14	38.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	12	33.3%
232	1	2.8%
238	1	2.8%
244	1	2.8%
248	1	2.8%
257	1	2.8%
259	1	2.8%
260	1	2.8%
265	1	2.8%
269	1	2.8%

Value	Count	Frequency (%)
3877	2	5.6%
3801	1	2.8%
3781	1	2.8%
3688	1	2.8%
3681	1	2.8%
3620	1	2.8%
3546	1	2.8%
3519	1	2.8%
3459	1	2.8%
3432	1	2.8%

고등학교남자학생수(명)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	24
Distinct (%)	66.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	837.63889

Minimum	0
Maximum	2585
Zeros	12
Zeros (%)	33.3%
Negative	0
Negative (%)	0.0%
Memory size	456.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	146
Q3	2252.75
95-th percentile	2565.25
Maximum	2585
Range	2585
Interquartile range (IQR)	2252.75

Descriptive statistics

Standard deviation	1102.8886
Coefficient of variation (CV)	1.3166635
Kurtosis	-1.4876042
Mean	837.63889
Median Absolute Deviation (MAD)	146
Skewness	0.7463346
Sum	30155
Variance	1216363.2
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=24)

Value	Count	Frequency (%)
0	12	33.3%
130	2	5.6%
2341	1	2.8%
2585	1	2.8%
138	1	2.8%
2250	1	2.8%
162	1	2.8%
2305	1	2.8%
150	1	2.8%
2352	1	2.8%
Other values (14)	14	38.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	12	33.3%
124	1	2.8%
130	2	5.6%
136	1	2.8%
138	1	2.8%
143	1	2.8%
149	1	2.8%
150	1	2.8%
153	1	2.8%
154	1	2.8%

Value	Count	Frequency (%)
2585	1	2.8%
2572	1	2.8%
2563	1	2.8%
2448	1	2.8%
2372	1	2.8%
2352	1	2.8%
2341	1	2.8%
2305	1	2.8%
2261	1	2.8%
2250	1	2.8%

고등학교여자학생수(명)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	23
Distinct (%)	63.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	459.91667

Minimum	0
Maximum	1353
Zeros	12
Zeros (%)	33.3%
Negative	0
Negative (%)	0.0%
Memory size	456.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	115.5
Q3	1209
95-th percentile	1320.25
Maximum	1353
Range	1353
Interquartile range (IQR)	1209

Descriptive statistics

Standard deviation	580.07026
Coefficient of variation (CV)	1.2612508
Kurtosis	-1.5046455
Mean	459.91667
Median Absolute Deviation (MAD)	115.5
Skewness	0.72849093
Sum	16557
Variance	336481.51
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=23)

Value	Count	Frequency (%)
0	12	33.3%
115	2	5.6%
1209	2	5.6%
1314	1	2.8%
106	1	2.8%
131	1	2.8%
1315	1	2.8%
1336	1	2.8%
117	1	2.8%
1353	1	2.8%
Other values (13)	13	36.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	12	33.3%
102	1	2.8%
106	1	2.8%
108	1	2.8%
111	1	2.8%
115	2	5.6%
116	1	2.8%
117	1	2.8%
118	1	2.8%
121	1	2.8%

Value	Count	Frequency (%)
1353	1	2.8%
1336	1	2.8%
1315	1	2.8%
1314	1	2.8%
1309	1	2.8%
1292	1	2.8%
1258	1	2.8%
1230	1	2.8%
1209	2	5.6%
1205	1	2.8%

전공과전체학생수(명)
Categorical

HIGH CORRELATION IMBALANCE

Distinct	2
Distinct (%)	5.6%
Missing	0
Missing (%)	0.0%
Memory size	420.0 B

0	35
20	1

Length

Max length	2
Median length	1
Mean length	1.0277778
Min length	1

Unique

Unique	1 ?
Unique (%)	2.8%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	35	97.2%
20	1	2.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	35	97.2%
20	1	2.8%

전공과남자학생수(명)
Categorical

HIGH CORRELATION IMBALANCE

Distinct	2
Distinct (%)	5.6%
Missing	0
Missing (%)	0.0%
Memory size	420.0 B

0	35
5	1

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Unique

Unique	1 ?
Unique (%)	2.8%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	35	97.2%
5	1	2.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	35	97.2%
5	1	2.8%

전공과여자학생수(명)
Categorical

HIGH CORRELATION IMBALANCE

Distinct	2
Distinct (%)	5.6%
Missing	0
Missing (%)	0.0%
Memory size	420.0 B

0	35
15	1

Length

Max length	2
Median length	1
Mean length	1.0277778
Min length	1

Unique

Unique	1 ?
Unique (%)	2.8%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	35	97.2%
15	1	2.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	35	97.2%
15	1	2.8%

Heatmap
Table

	기준년도	학교유형명	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)	전공과전체학생수(명)	전공과남자학생수(명)	전공과여자학생수(명)
기준년도	1.000	0.000	0.000	0.000	0.000	0.499	0.273	0.459	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	NaN	NaN	NaN
학교유형명	0.000	1.000	0.684	0.684	0.650	0.707	0.858	0.795	0.914	0.914	0.684	0.650	0.650	0.650	0.934	0.934	0.934	0.025	0.025	0.025
전체학생수(명)	0.000	0.684	1.000	0.989	0.925	0.997	0.933	0.993	0.913	0.913	0.994	0.891	0.812	0.715	0.743	0.800	0.808	0.223	0.223	0.223
전체남자학생수(명)	0.000	0.684	0.989	1.000	0.925	1.000	0.985	1.000	1.000	1.000	0.986	0.776	0.810	0.699	0.797	0.727	0.805	0.155	0.155	0.155
전체여자학생수(명)	0.000	0.650	0.925	0.925	1.000	0.997	0.979	1.000	1.000	1.000	1.000	0.938	0.945	0.925	0.682	0.685	0.783	0.294	0.294	0.294
유치원전체학생수(명)	0.499	0.707	0.997	1.000	0.997	1.000	0.973	0.991	0.997	0.997	1.000	0.896	0.923	0.956	0.886	0.917	0.945	0.381	0.381	0.381
유치원남자학생수(명)	0.273	0.858	0.933	0.985	0.979	0.973	1.000	0.978	1.000	1.000	0.930	0.843	0.909	0.823	0.986	0.963	0.998	0.578	0.578	0.578
유치원여자학생수(명)	0.459	0.795	0.993	1.000	1.000	0.991	0.978	1.000	1.000	1.000	0.991	0.876	0.942	0.913	0.892	0.915	0.946	0.717	0.717	0.717
초등학교전체학생수(명)	0.000	0.914	0.913	1.000	1.000	0.997	1.000	1.000	1.000	1.000	0.923	0.868	0.887	0.821	0.976	0.951	0.994	0.094	0.094	0.094
초등학교남자학생수(명)	0.000	0.914	0.913	1.000	1.000	0.997	1.000	1.000	1.000	1.000	0.923	0.868	0.887	0.821	0.976	0.951	0.994	0.094	0.094	0.094
초등학교여자학생수(명)	0.000	0.684	0.994	0.986	1.000	1.000	0.930	0.991	0.923	0.923	1.000	0.783	0.746	0.842	0.736	0.780	0.811	0.074	0.074	0.074
중학교전체학생수(명)	0.000	0.650	0.891	0.776	0.938	0.896	0.843	0.876	0.868	0.868	0.783	1.000	0.994	0.947	0.702	0.755	0.708	0.203	0.203	0.203
중학교남자학생수(명)	0.000	0.650	0.812	0.810	0.945	0.923	0.909	0.942	0.887	0.887	0.746	0.994	1.000	0.939	0.749	0.731	0.711	0.381	0.381	0.381
중학교여자학생수(명)	0.000	0.650	0.715	0.699	0.925	0.956	0.823	0.913	0.821	0.821	0.842	0.947	0.939	1.000	0.662	0.690	0.708	0.706	0.706	0.706
고등학교전체학생수(명)	0.000	0.934	0.743	0.797	0.682	0.886	0.986	0.892	0.976	0.976	0.736	0.702	0.749	0.662	1.000	0.985	0.958	0.326	0.326	0.326
고등학교남자학생수(명)	0.000	0.934	0.800	0.727	0.685	0.917	0.963	0.915	0.951	0.951	0.780	0.755	0.731	0.690	0.985	1.000	0.936	0.219	0.219	0.219
고등학교여자학생수(명)	0.000	0.934	0.808	0.805	0.783	0.945	0.998	0.946	0.994	0.994	0.811	0.708	0.711	0.708	0.958	0.936	1.000	0.263	0.263	0.263
전공과전체학생수(명)	NaN	0.025	0.223	0.155	0.294	0.381	0.578	0.717	0.094	0.094	0.074	0.203	0.381	0.706	0.326	0.219	0.263	1.000	0.664	0.664
전공과남자학생수(명)	NaN	0.025	0.223	0.155	0.294	0.381	0.578	0.717	0.094	0.094	0.074	0.203	0.381	0.706	0.326	0.219	0.263	0.664	1.000	0.664
전공과여자학생수(명)	NaN	0.025	0.223	0.155	0.294	0.381	0.578	0.717	0.094	0.094	0.074	0.203	0.381	0.706	0.326	0.219	0.263	0.664	0.664	1.000

Heatmap
Table

	전공과여자학생수(명)	전공과전체학생수(명)	전공과남자학생수(명)	학교유형명
전공과여자학생수(명)	1.000	0.462	0.462	0.000
전공과전체학생수(명)	0.462	1.000	0.462	0.000
전공과남자학생수(명)	0.462	0.462	1.000	0.000
학교유형명	0.000	0.000	0.000	1.000

Heatmap
Table

	기준년도	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)	학교유형명	전공과전체학생수(명)	전공과남자학생수(명)	전공과여자학생수(명)
기준년도	1.000	0.065	0.066	0.065	0.068	0.067	0.076	0.000	0.011	0.062	0.001	0.017	-0.015	-0.090	-0.091	-0.053	0.000	0.000	0.000	0.000
전체학생수(명)	0.065	1.000	0.999	0.992	0.987	0.989	0.990	0.973	0.977	0.947	0.956	0.957	0.921	0.918	0.926	0.907	0.640	0.254	0.254	0.254
전체남자학생수(명)	0.066	0.999	1.000	0.990	0.987	0.988	0.989	0.972	0.978	0.944	0.957	0.958	0.921	0.914	0.921	0.904	0.640	0.171	0.171	0.171
전체여자학생수(명)	0.065	0.992	0.990	1.000	0.988	0.986	0.992	0.966	0.968	0.948	0.954	0.954	0.927	0.910	0.917	0.909	0.663	0.183	0.183	0.183
유치원전체학생수(명)	0.068	0.987	0.987	0.988	1.000	0.998	0.998	0.970	0.980	0.941	0.940	0.941	0.916	0.898	0.909	0.892	0.497	0.243	0.243	0.243
유치원남자학생수(명)	0.067	0.989	0.988	0.986	0.998	1.000	0.995	0.971	0.981	0.940	0.941	0.942	0.917	0.901	0.910	0.894	0.516	0.514	0.514	0.514
유치원여자학생수(명)	0.076	0.990	0.989	0.992	0.998	0.995	1.000	0.967	0.975	0.941	0.945	0.946	0.918	0.901	0.912	0.895	0.603	0.485	0.485	0.485
초등학교전체학생수(명)	0.000	0.973	0.972	0.966	0.970	0.971	0.967	1.000	0.994	0.981	0.926	0.929	0.904	0.918	0.927	0.890	0.615	0.000	0.000	0.000
초등학교남자학생수(명)	0.011	0.977	0.978	0.968	0.980	0.981	0.975	0.994	1.000	0.962	0.930	0.935	0.904	0.905	0.913	0.889	0.615	0.000	0.000	0.000
초등학교여자학생수(명)	0.062	0.947	0.944	0.948	0.941	0.940	0.941	0.981	0.962	1.000	0.916	0.920	0.913	0.920	0.926	0.894	0.640	0.065	0.065	0.065
중학교전체학생수(명)	0.001	0.956	0.957	0.954	0.940	0.941	0.945	0.926	0.930	0.916	1.000	0.998	0.973	0.909	0.907	0.924	0.663	0.121	0.121	0.121
중학교남자학생수(명)	0.017	0.957	0.958	0.954	0.941	0.942	0.946	0.929	0.935	0.920	0.998	1.000	0.963	0.904	0.899	0.927	0.663	0.243	0.243	0.243
중학교여자학생수(명)	-0.015	0.921	0.921	0.927	0.916	0.917	0.918	0.904	0.904	0.913	0.973	0.963	1.000	0.921	0.924	0.917	0.663	0.485	0.485	0.485
고등학교전체학생수(명)	-0.090	0.918	0.914	0.910	0.898	0.901	0.901	0.918	0.905	0.920	0.909	0.904	0.921	1.000	0.996	0.970	0.685	0.514	0.514	0.514
고등학교남자학생수(명)	-0.091	0.926	0.921	0.917	0.909	0.910	0.912	0.927	0.913	0.926	0.907	0.899	0.924	0.996	1.000	0.953	0.685	0.351	0.351	0.351
고등학교여자학생수(명)	-0.053	0.907	0.904	0.909	0.892	0.894	0.895	0.890	0.889	0.894	0.924	0.927	0.917	0.970	0.953	1.000	0.685	0.420	0.420	0.420
학교유형명	0.000	0.640	0.640	0.663	0.497	0.516	0.603	0.615	0.615	0.640	0.663	0.663	0.663	0.685	0.685	0.685	1.000	0.000	0.000	0.000
전공과전체학생수(명)	0.000	0.254	0.171	0.183	0.243	0.514	0.485	0.000	0.000	0.065	0.121	0.243	0.485	0.514	0.351	0.420	0.000	1.000	0.462	0.462
전공과남자학생수(명)	0.000	0.254	0.171	0.183	0.243	0.514	0.485	0.000	0.000	0.065	0.121	0.243	0.485	0.514	0.351	0.420	0.000	0.462	1.000	0.462
전공과여자학생수(명)	0.000	0.254	0.171	0.183	0.243	0.514	0.485	0.000	0.000	0.065	0.121	0.243	0.485	0.514	0.351	0.420	0.000	0.462	0.462	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	학교유형명	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)
0	2023	공립	20714	14368	6346	1831	1363	468	11191	7875	3316	4146	2789	1357	3546	2341	1205
1	2023	국립	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
2	2023	사립	623	371	252	102	64	38	37	26	11	225	138	87	259	143	116
3	2022	공립	19014	13177	5837	1710	1278	432	10292	7227	3065	3690	2493	1197	3322	2179	1143
4	2022	국립	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
5	2022	사립	589	346	243	87	56	31	36	26	10	209	128	81	257	136	121
6	2021	공립	17407	11910	5497	1484	1063	421	9079	6327	2752	3412	2318	1094	3432	2202	1230
7	2021	국립	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
8	2021	사립	567	326	241	104	67	37	38	29	9	177	106	71	248	124	124
9	2020	공립	16863	11433	5430	1303	942	361	8716	6032	2684	3325	2198	1127	3519	2261	1258

	기준년도	학교유형명	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)	전공과전체학생수(명)	전공과남자학생수(명)	전공과여자학생수(명)
26	2015	사립	599	361	238	86	56	30	50	35	15	193	117	76	270	153	117	0	0	0
27	2014	공립	13943	9131	4812	563	386	177	6081	3991	2090	3611	2402	1209	3688	2352	1336	0	0	0
28	2014	국립	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
29	2014	사립	646	382	264	132	75	57	51	36	15	198	121	77	265	150	115	0	0	0
30	2013	공립	13900	9079	4821	422	298	124	6171	4023	2148	3687	2453	1234	3620	2305	1315	0	0	0
31	2013	국립	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
32	2013	사립	760	449	311	203	119	84	50	38	12	214	130	84	293	162	131	0	0	0
33	2012	공립	13701	8947	4754	324	222	102	6315	4144	2171	3583	2326	1257	3459	2250	1209	20	5	15
34	2012	국립	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
35	2012	사립	741	458	283	253	163	90	49	41	8	195	116	79	244	138	106	0	0	0

Overview

Variables

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Interactions

Correlations

Missing values

Sample