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	19
Categorical	1

Dataset

Description	성별 특수학급 학생수 집계현황
Author	경기복지재단(경기도장애인복지종합지원센터)
URL	https://data.gg.go.kr/portal/data/service/selectServicePage.do?&infId=TWRH4BLYQU9MJBBI6D1X25054362&infSeq=1

Alerts

`전체학생수(명)` is highly overall correlated with `전체남자학생수(명)` and 17 other fields	High correlation
`전체남자학생수(명)` is highly overall correlated with `전체학생수(명)` and 17 other fields	High correlation
`전체여자학생수(명)` is highly overall correlated with `전체학생수(명)` and 17 other fields	High correlation
`유치원전체학생수(명)` is highly overall correlated with `전체학생수(명)` and 17 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 17 other fields	High correlation
`초등학교전체학생수(명)` is highly overall correlated with `전체학생수(명)` and 17 other fields	High correlation
`초등학교남자학생수(명)` is highly overall correlated with `전체학생수(명)` and 17 other fields	High correlation
`초등학교여자학생수(명)` is highly overall correlated with `전체학생수(명)` and 17 other fields	High correlation
`중학교전체학생수(명)` is highly overall correlated with `전체학생수(명)` and 17 other fields	High correlation
`중학교남자학생수(명)` is highly overall correlated with `전체학생수(명)` and 17 other fields	High correlation
`중학교여자학생수(명)` is highly overall correlated with `전체학생수(명)` and 17 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 17 other fields	High correlation
`고등학교여자학생수(명)` is highly overall correlated with `전체학생수(명)` and 17 other fields	High correlation
`전공과전체학생수(명)` is highly overall correlated with `전체학생수(명)` and 16 other fields	High correlation
`전공과남자학생수(명)` is highly overall correlated with `전체학생수(명)` and 16 other fields	High correlation
`전공과여자학생수(명)` is highly overall correlated with `전체학생수(명)` and 16 other fields	High correlation
`학교유형명` is highly overall correlated with `전체학생수(명)` and 14 other fields	High correlation
`전체학생수(명)` has 11 (30.6%) zeros	Zeros
`전체남자학생수(명)` has 11 (30.6%) zeros	Zeros
`전체여자학생수(명)` has 11 (30.6%) zeros	Zeros
`유치원전체학생수(명)` has 11 (30.6%) zeros	Zeros
`유치원남자학생수(명)` has 11 (30.6%) zeros	Zeros
`유치원여자학생수(명)` has 11 (30.6%) zeros	Zeros
`초등학교전체학생수(명)` has 11 (30.6%) zeros	Zeros
`초등학교남자학생수(명)` has 11 (30.6%) zeros	Zeros
`초등학교여자학생수(명)` has 11 (30.6%) zeros	Zeros
`중학교전체학생수(명)` has 11 (30.6%) zeros	Zeros
`중학교남자학생수(명)` has 11 (30.6%) zeros	Zeros
`중학교여자학생수(명)` has 11 (30.6%) zeros	Zeros
`고등학교전체학생수(명)` has 11 (30.6%) zeros	Zeros
`고등학교남자학생수(명)` has 11 (30.6%) zeros	Zeros
`고등학교여자학생수(명)` has 11 (30.6%) zeros	Zeros
`전공과전체학생수(명)` has 22 (61.1%) zeros	Zeros
`전공과남자학생수(명)` has 22 (61.1%) zeros	Zeros
`전공과여자학생수(명)` has 22 (61.1%) zeros	Zeros

Reproduction

Analysis started	2023-12-10 21:00:05.143374
Analysis finished	2023-12-10 21:00:44.526689
Duration	39.38 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	26
Distinct (%)	72.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5122.75

Minimum	0
Maximum	19256
Zeros	11
Zeros (%)	30.6%
Negative	0
Negative (%)	0.0%
Memory size	456.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	290
Q3	12236
95-th percentile	16236.75
Maximum	19256
Range	19256
Interquartile range (IQR)	12236

Descriptive statistics

Standard deviation	6807.8845
Coefficient of variation (CV)	1.3289512
Kurtosis	-1.2641447
Mean	5122.75
Median Absolute Deviation (MAD)	290
Skewness	0.74957279
Sum	184419
Variance	46347292
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=26)

Value	Count	Frequency (%)
0	11	30.6%
17238	1	2.8%
12527	1	2.8%
210	1	2.8%
11385	1	2.8%
272	1	2.8%
11650	1	2.8%
279	1	2.8%
11932	1	2.8%
313	1	2.8%
Other values (16)	16	44.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	11	30.6%
210	1	2.8%
272	1	2.8%
276	1	2.8%
279	1	2.8%
285	1	2.8%
287	1	2.8%
289	1	2.8%
291	1	2.8%
292	1	2.8%

Value	Count	Frequency (%)
19256	1	2.8%
17238	1	2.8%
15903	1	2.8%
14560	1	2.8%
14213	1	2.8%
14088	1	2.8%
12898	1	2.8%
12527	1	2.8%
12290	1	2.8%
12218	1	2.8%

전체남자학생수(명)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	24
Distinct (%)	66.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3528.0556

Minimum	0
Maximum	14402
Zeros	11
Zeros (%)	30.6%
Negative	0
Negative (%)	0.0%
Memory size	456.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	161.5
Q3	8142
95-th percentile	11318
Maximum	14402
Range	14402
Interquartile range (IQR)	8142

Descriptive statistics

Standard deviation	4760.3809
Coefficient of variation (CV)	1.3492931
Kurtosis	-0.99529053
Mean	3528.0556
Median Absolute Deviation (MAD)	161.5
Skewness	0.82662657
Sum	127010
Variance	22661226
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=24)

Value	Count	Frequency (%)
0	11	30.6%
156	2	5.6%
148	2	5.6%
12020	1	2.8%
163	1	2.8%
126	1	2.8%
7485	1	2.8%
7650	1	2.8%
7870	1	2.8%
178	1	2.8%
Other values (14)	14	38.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	11	30.6%
126	1	2.8%
148	2	5.6%
156	2	5.6%
160	1	2.8%
161	1	2.8%
162	1	2.8%
163	1	2.8%
173	1	2.8%
178	1	2.8%

Value	Count	Frequency (%)
14402	1	2.8%
12020	1	2.8%
11084	1	2.8%
10655	1	2.8%
10013	1	2.8%
9603	1	2.8%
8804	1	2.8%
8445	1	2.8%
8283	1	2.8%
8095	1	2.8%

전체여자학생수(명)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	25
Distinct (%)	69.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1594.6944

Minimum	0
Maximum	5218
Zeros	11
Zeros (%)	30.6%
Negative	0
Negative (%)	0.0%
Memory size	456.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	128.5
Q3	4020.75
95-th percentile	4827.75
Maximum	5218
Range	5218
Interquartile range (IQR)	4020.75

Descriptive statistics

Standard deviation	2072.6823
Coefficient of variation (CV)	1.2997363
Kurtosis	-1.5658613
Mean	1594.6944
Median Absolute Deviation (MAD)	128.5
Skewness	0.65822336
Sum	57409
Variance	4296012
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=25)

Value	Count	Frequency (%)
0	11	30.6%
124	2	5.6%
5218	1	2.8%
129	1	2.8%
84	1	2.8%
3900	1	2.8%
116	1	2.8%
4000	1	2.8%
123	1	2.8%
4062	1	2.8%
Other values (15)	15	41.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	11	30.6%
84	1	2.8%
116	1	2.8%
123	1	2.8%
124	2	5.6%
127	1	2.8%
128	1	2.8%
129	1	2.8%
131	1	2.8%
135	1	2.8%

Value	Count	Frequency (%)
5218	1	2.8%
4854	1	2.8%
4819	1	2.8%
4547	1	2.8%
4485	1	2.8%
4123	1	2.8%
4094	1	2.8%
4082	1	2.8%
4062	1	2.8%
4007	1	2.8%

유치원전체학생수(명)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	20
Distinct (%)	55.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	332.72222

Minimum	0
Maximum	1777
Zeros	11
Zeros (%)	30.6%
Negative	0
Negative (%)	0.0%
Memory size	456.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	10
Q3	523
95-th percentile	1631.25
Maximum	1777
Range	1777
Interquartile range (IQR)	523

Descriptive statistics

Standard deviation	537.42506
Coefficient of variation (CV)	1.6152364
Kurtosis	1.6777454
Mean	332.72222
Median Absolute Deviation (MAD)	10
Skewness	1.6446573
Sum	11978
Variance	288825.69
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
0	11	30.6%
10	4	11.1%
9	2	5.6%
4	2	5.6%
7	2	5.6%
1704	1	2.8%
295	1	2.8%
376	1	2.8%
504	1	2.8%
11	1	2.8%
Other values (10)	10	27.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	11	30.6%
4	2	5.6%
7	2	5.6%
9	2	5.6%
10	4	11.1%
11	1	2.8%
54	1	2.8%
295	1	2.8%
376	1	2.8%
453	1	2.8%

Value	Count	Frequency (%)
1777	1	2.8%
1704	1	2.8%
1607	1	2.8%
1370	1	2.8%
954	1	2.8%
773	1	2.8%
746	1	2.8%
694	1	2.8%
580	1	2.8%
504	1	2.8%

유치원남자학생수(명)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	21
Distinct (%)	58.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	245.69444

Minimum	0
Maximum	1447
Zeros	11
Zeros (%)	30.6%
Negative	0
Negative (%)	0.0%
Memory size	456.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	6.5
Q3	361
95-th percentile	1222
Maximum	1447
Range	1447
Interquartile range (IQR)	361

Descriptive statistics

Standard deviation	406.72208
Coefficient of variation (CV)	1.6553979
Kurtosis	2.2651475
Mean	245.69444
Median Absolute Deviation (MAD)	6.5
Skewness	1.7712
Sum	8845
Variance	165422.85
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=21)

Value	Count	Frequency (%)
0	11	30.6%
6	3	8.3%
2	2	5.6%
5	2	5.6%
9	2	5.6%
1267	1	2.8%
7	1	2.8%
201	1	2.8%
268	1	2.8%
8	1	2.8%
Other values (11)	11	30.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	11	30.6%
2	2	5.6%
5	2	5.6%
6	3	8.3%
7	1	2.8%
8	1	2.8%
9	2	5.6%
38	1	2.8%
201	1	2.8%
268	1	2.8%

Value	Count	Frequency (%)
1447	1	2.8%
1267	1	2.8%
1207	1	2.8%
990	1	2.8%
689	1	2.8%
554	1	2.8%
548	1	2.8%
486	1	2.8%
400	1	2.8%
348	1	2.8%

유치원여자학생수(명)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	20
Distinct (%)	55.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	87.027778

Minimum	0
Maximum	437
Zeros	11
Zeros (%)	30.6%
Negative	0
Negative (%)	0.0%
Memory size	456.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	2
Q3	162
95-th percentile	385
Maximum	437
Range	437
Interquartile range (IQR)	162

Descriptive statistics

Standard deviation	133.48226
Coefficient of variation (CV)	1.5337891
Kurtosis	0.83489548
Mean	87.027778
Median Absolute Deviation (MAD)	2
Skewness	1.4129265
Sum	3133
Variance	17817.513
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
0	11	30.6%
2	6	16.7%
1	2	5.6%
437	1	2.8%
225	1	2.8%
3	1	2.8%
94	1	2.8%
4	1	2.8%
108	1	2.8%
156	1	2.8%
Other values (10)	10	27.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	11	30.6%
1	2	5.6%
2	6	16.7%
3	1	2.8%
4	1	2.8%
5	1	2.8%
16	1	2.8%
94	1	2.8%
108	1	2.8%
116	1	2.8%

Value	Count	Frequency (%)
437	1	2.8%
400	1	2.8%
380	1	2.8%
330	1	2.8%
265	1	2.8%
225	1	2.8%
208	1	2.8%
192	1	2.8%
180	1	2.8%
156	1	2.8%

초등학교전체학생수(명)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	18
Distinct (%)	50.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2224.7222

Minimum	0
Maximum	9121
Zeros	11
Zeros (%)	30.6%
Negative	0
Negative (%)	0.0%
Memory size	456.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	18
Q3	5200.25
95-th percentile	7681.5
Maximum	9121
Range	9121
Interquartile range (IQR)	5200.25

Descriptive statistics

Standard deviation	3088.6021
Coefficient of variation (CV)	1.3883091
Kurtosis	-0.87030503
Mean	2224.7222
Median Absolute Deviation (MAD)	18
Skewness	0.87014601
Sum	80090
Variance	9539462.9
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=18)

Value	Count	Frequency (%)
0	11	30.6%
18	7	19.4%
16	3	8.3%
9121	1	2.8%
6007	1	2.8%
5278	1	2.8%
5188	1	2.8%
5094	1	2.8%
5213	1	2.8%
5196	1	2.8%
Other values (8)	8	22.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	11	30.6%
16	3	8.3%
18	7	19.4%
22	1	2.8%
330	1	2.8%
4417	1	2.8%
5094	1	2.8%
5188	1	2.8%
5196	1	2.8%
5213	1	2.8%

Value	Count	Frequency (%)
9121	1	2.8%
8412	1	2.8%
7438	1	2.8%
7150	1	2.8%
6007	1	2.8%
5578	1	2.8%
5472	1	2.8%
5278	1	2.8%
5213	1	2.8%
5196	1	2.8%

초등학교남자학생수(명)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	21
Distinct (%)	58.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1549.3889

Minimum	0
Maximum	6460
Zeros	11
Zeros (%)	30.6%
Negative	0
Negative (%)	0.0%
Memory size	456.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	13
Q3	3480
95-th percentile	5402.5
Maximum	6460
Range	6460
Interquartile range (IQR)	3480

Descriptive statistics

Standard deviation	2158.9591
Coefficient of variation (CV)	1.3934262
Kurtosis	-0.77240274
Mean	1549.3889
Median Absolute Deviation (MAD)	13
Skewness	0.89861919
Sum	55778
Variance	4661104.5
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=21)

Value	Count	Frequency (%)
0	11	30.6%
13	5	13.9%
11	2	5.6%
3810	1	2.8%
15	1	2.8%
3492	1	2.8%
3397	1	2.8%
3357	1	2.8%
12	1	2.8%
3476	1	2.8%
Other values (11)	11	30.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	11	30.6%
10	1	2.8%
11	2	5.6%
12	1	2.8%
13	5	13.9%
15	1	2.8%
16	1	2.8%
246	1	2.8%
3353	1	2.8%
3357	1	2.8%

Value	Count	Frequency (%)
6460	1	2.8%
5950	1	2.8%
5220	1	2.8%
4983	1	2.8%
4212	1	2.8%
4152	1	2.8%
3810	1	2.8%
3530	1	2.8%
3492	1	2.8%
3476	1	2.8%

초등학교여자학생수(명)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	18
Distinct (%)	50.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	675.33333

Minimum	0
Maximum	2661
Zeros	11
Zeros (%)	30.6%
Negative	0
Negative (%)	0.0%
Memory size	456.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	6
Q3	1737
95-th percentile	2279
Maximum	2661
Range	2661
Interquartile range (IQR)	1737

Descriptive statistics

Standard deviation	937.71994
Coefficient of variation (CV)	1.388529
Kurtosis	-1.0491443
Mean	675.33333
Median Absolute Deviation (MAD)	6
Skewness	0.83560242
Sum	24312
Variance	879318.69
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=18)

Value	Count	Frequency (%)
0	11	30.6%
6	3	8.3%
5	3	8.3%
3	3	8.3%
7	2	5.6%
1737	2	5.6%
2661	1	2.8%
1786	1	2.8%
1791	1	2.8%
1666	1	2.8%
Other values (8)	8	22.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	11	30.6%
3	3	8.3%
5	3	8.3%
6	3	8.3%
7	2	5.6%
84	1	2.8%
1064	1	2.8%
1320	1	2.8%
1666	1	2.8%
1737	2	5.6%

Value	Count	Frequency (%)
2661	1	2.8%
2462	1	2.8%
2218	1	2.8%
2167	1	2.8%
1795	1	2.8%
1791	1	2.8%
1786	1	2.8%
1768	1	2.8%
1737	2	5.6%
1666	1	2.8%

중학교전체학생수(명)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	26
Distinct (%)	72.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1127.6389

Minimum	0
Maximum	3967
Zeros	11
Zeros (%)	30.6%
Negative	0
Negative (%)	0.0%
Memory size	456.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	123.5
Q3	2775.75
95-th percentile	3182.5
Maximum	3967
Range	3967
Interquartile range (IQR)	2775.75

Descriptive statistics

Standard deviation	1447.1379
Coefficient of variation (CV)	1.2833346
Kurtosis	-1.4937233
Mean	1127.6389
Median Absolute Deviation (MAD)	123.5
Skewness	0.67442891
Sum	40595
Variance	2094208.2
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=26)

Value	Count	Frequency (%)
0	11	30.6%
3379	1	2.8%
2697	1	2.8%
111	1	2.8%
3053	1	2.8%
123	1	2.8%
3117	1	2.8%
120	1	2.8%
3100	1	2.8%
119	1	2.8%
Other values (16)	16	44.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	11	30.6%
109	1	2.8%
111	1	2.8%
113	1	2.8%
118	1	2.8%
119	1	2.8%
120	1	2.8%
123	1	2.8%
124	1	2.8%
125	1	2.8%

Value	Count	Frequency (%)
3967	1	2.8%
3379	1	2.8%
3117	1	2.8%
3100	1	2.8%
3053	1	2.8%
2984	1	2.8%
2946	1	2.8%
2895	1	2.8%
2829	1	2.8%
2758	1	2.8%

중학교남자학생수(명)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	23
Distinct (%)	63.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	765.77778

Minimum	0
Maximum	2974
Zeros	11
Zeros (%)	30.6%
Negative	0
Negative (%)	0.0%
Memory size	456.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	70.5
Q3	1869
95-th percentile	2210.25
Maximum	2974
Range	2974
Interquartile range (IQR)	1869

Descriptive statistics

Standard deviation	998.16309
Coefficient of variation (CV)	1.3034631
Kurtosis	-1.2666345
Mean	765.77778
Median Absolute Deviation (MAD)	70.5
Skewness	0.73695956
Sum	27568
Variance	996329.55
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=23)

Value	Count	Frequency (%)
0	11	30.6%
67	2	5.6%
74	2	5.6%
64	2	5.6%
2280	1	2.8%
65	1	2.8%
2003	1	2.8%
2094	1	2.8%
69	1	2.8%
2081	1	2.8%
Other values (13)	13	36.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	11	30.6%
58	1	2.8%
64	2	5.6%
65	1	2.8%
67	2	5.6%
69	1	2.8%
72	1	2.8%
74	2	5.6%
83	1	2.8%
158	1	2.8%

Value	Count	Frequency (%)
2974	1	2.8%
2280	1	2.8%
2187	1	2.8%
2094	1	2.8%
2081	1	2.8%
2042	1	2.8%
2003	1	2.8%
1960	1	2.8%
1899	1	2.8%
1859	1	2.8%

중학교여자학생수(명)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	20
Distinct (%)	55.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	361.86111

Minimum	0
Maximum	1099
Zeros	11
Zeros (%)	30.6%
Negative	0
Negative (%)	0.0%
Memory size	456.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	51
Q3	922.5
95-th percentile	1029.75
Maximum	1099
Range	1099
Interquartile range (IQR)	922.5

Descriptive statistics

Standard deviation	455.77075
Coefficient of variation (CV)	1.2595185
Kurtosis	-1.607397
Mean	361.86111
Median Absolute Deviation (MAD)	51
Skewness	0.64487143
Sum	13027
Variance	207726.98
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
0	11	30.6%
51	4	11.1%
942	2	5.6%
49	2	5.6%
60	2	5.6%
1099	1	2.8%
970	1	2.8%
46	1	2.8%
1050	1	2.8%
1023	1	2.8%
Other values (10)	10	27.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	11	30.6%
46	1	2.8%
49	2	5.6%
50	1	2.8%
51	4	11.1%
52	1	2.8%
53	1	2.8%
60	2	5.6%
708	1	2.8%
859	1	2.8%

Value	Count	Frequency (%)
1099	1	2.8%
1050	1	2.8%
1023	1	2.8%
1019	1	2.8%
993	1	2.8%
986	1	2.8%
970	1	2.8%
942	2	5.6%
916	1	2.8%
897	1	2.8%

고등학교전체학생수(명)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	26
Distinct (%)	72.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1225.6389

Minimum	0
Maximum	5129
Zeros	11
Zeros (%)	30.6%
Negative	0
Negative (%)	0.0%
Memory size	456.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	141
Q3	2902.25
95-th percentile	3484.25
Maximum	5129
Range	5129
Interquartile range (IQR)	2902.25

Descriptive statistics

Standard deviation	1594.5801
Coefficient of variation (CV)	1.3010195
Kurtosis	-0.94470007
Mean	1225.6389
Median Absolute Deviation (MAD)	141
Skewness	0.81387521
Sum	44123
Variance	2542685.7
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=26)

Value	Count	Frequency (%)
0	11	30.6%
2906	1	2.8%
3326	1	2.8%
72	1	2.8%
2739	1	2.8%
123	1	2.8%
2942	1	2.8%
131	1	2.8%
3169	1	2.8%
165	1	2.8%
Other values (16)	16	44.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	11	30.6%
72	1	2.8%
123	1	2.8%
128	1	2.8%
131	1	2.8%
135	1	2.8%
138	1	2.8%
140	1	2.8%
142	1	2.8%
147	1	2.8%

Value	Count	Frequency (%)
5129	1	2.8%
3689	1	2.8%
3416	1	2.8%
3356	1	2.8%
3326	1	2.8%
3176	1	2.8%
3169	1	2.8%
2942	1	2.8%
2906	1	2.8%
2901	1	2.8%

고등학교남자학생수(명)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	25
Distinct (%)	69.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	819.30556

Minimum	0
Maximum	3817
Zeros	11
Zeros (%)	30.6%
Negative	0
Negative (%)	0.0%
Memory size	456.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	72.5
Q3	1865.75
95-th percentile	2413
Maximum	3817
Range	3817
Interquartile range (IQR)	1865.75

Descriptive statistics

Standard deviation	1097.7934
Coefficient of variation (CV)	1.3399072
Kurtosis	-0.30987278
Mean	819.30556
Median Absolute Deviation (MAD)	72.5
Skewness	0.96650296
Sum	29495
Variance	1205150.4
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=25)

Value	Count	Frequency (%)
0	11	30.6%
66	2	5.6%
1931	1	2.8%
2229	1	2.8%
40	1	2.8%
1784	1	2.8%
63	1	2.8%
1880	1	2.8%
2045	1	2.8%
90	1	2.8%
Other values (15)	15	41.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	11	30.6%
40	1	2.8%
63	1	2.8%
66	2	5.6%
68	1	2.8%
70	1	2.8%
72	1	2.8%
73	1	2.8%
78	1	2.8%
83	1	2.8%

Value	Count	Frequency (%)
3817	1	2.8%
2740	1	2.8%
2304	1	2.8%
2229	1	2.8%
2179	1	2.8%
2105	1	2.8%
2045	1	2.8%
1931	1	2.8%
1880	1	2.8%
1861	1	2.8%

고등학교여자학생수(명)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	25
Distinct (%)	69.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	406.33333

Minimum	0
Maximum	1312
Zeros	11
Zeros (%)	30.6%
Negative	0
Negative (%)	0.0%
Memory size	456.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	69
Q3	987
95-th percentile	1137.25
Maximum	1312
Range	1312
Interquartile range (IQR)	987

Descriptive statistics

Standard deviation	506.53664
Coefficient of variation (CV)	1.2466037
Kurtosis	-1.5844213
Mean	406.33333
Median Absolute Deviation (MAD)	69
Skewness	0.64394307
Sum	14628
Variance	256579.37
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=25)

Value	Count	Frequency (%)
0	11	30.6%
69	2	5.6%
975	1	2.8%
1097	1	2.8%
32	1	2.8%
955	1	2.8%
60	1	2.8%
1062	1	2.8%
65	1	2.8%
1124	1	2.8%
Other values (15)	15	41.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	11	30.6%
32	1	2.8%
58	1	2.8%
60	1	2.8%
65	1	2.8%
66	1	2.8%
67	1	2.8%
69	2	5.6%
73	1	2.8%
74	1	2.8%

Value	Count	Frequency (%)
1312	1	2.8%
1177	1	2.8%
1124	1	2.8%
1112	1	2.8%
1097	1	2.8%
1071	1	2.8%
1062	1	2.8%
1040	1	2.8%
1023	1	2.8%
975	1	2.8%

전공과전체학생수(명)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	15
Distinct (%)	41.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	228.69444

Minimum	0
Maximum	4235
Zeros	22
Zeros (%)	61.1%
Negative	0
Negative (%)	0.0%
Memory size	456.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	130.25
95-th percentile	831
Maximum	4235
Range	4235
Interquartile range (IQR)	130.25

Descriptive statistics

Standard deviation	799.68529
Coefficient of variation (CV)	3.4967412
Kurtosis	20.175076
Mean	228.69444
Median Absolute Deviation (MAD)	0
Skewness	4.44923
Sum	8233
Variance	639496.56
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=15)

Value	Count	Frequency (%)
0	22	61.1%
128	1	2.8%
137	1	2.8%
149	1	2.8%
147	1	2.8%
4235	1	2.8%
286	1	2.8%
2466	1	2.8%
142	1	2.8%
153	1	2.8%
Other values (5)	5	13.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	22	61.1%
20	1	2.8%
27	1	2.8%
65	1	2.8%
123	1	2.8%
128	1	2.8%
137	1	2.8%
142	1	2.8%
147	1	2.8%
149	1	2.8%

Value	Count	Frequency (%)
4235	1	2.8%
2466	1	2.8%
286	1	2.8%
155	1	2.8%
153	1	2.8%
149	1	2.8%
147	1	2.8%
142	1	2.8%
137	1	2.8%
128	1	2.8%

전공과남자학생수(명)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	14
Distinct (%)	38.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	164.55556

Minimum	0
Maximum	3122
Zeros	22
Zeros (%)	61.1%
Negative	0
Negative (%)	0.0%
Memory size	456.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	80.5
95-th percentile	617.25
Maximum	3122
Range	3122
Interquartile range (IQR)	80.5

Descriptive statistics

Standard deviation	590.4129
Coefficient of variation (CV)	3.5879245
Kurtosis	20.185434
Mean	164.55556
Median Absolute Deviation (MAD)	0
Skewness	4.4539298
Sum	5924
Variance	348587.4
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=14)

Value	Count	Frequency (%)
0	22	61.1%
82	2	5.6%
68	1	2.8%
96	1	2.8%
3122	1	2.8%
216	1	2.8%
1821	1	2.8%
95	1	2.8%
103	1	2.8%
104	1	2.8%
Other values (4)	4	11.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	22	61.1%
5	1	2.8%
11	1	2.8%
39	1	2.8%
68	1	2.8%
80	1	2.8%
82	2	5.6%
95	1	2.8%
96	1	2.8%
103	1	2.8%

Value	Count	Frequency (%)
3122	1	2.8%
1821	1	2.8%
216	1	2.8%
104	1	2.8%
103	1	2.8%
96	1	2.8%
95	1	2.8%
82	2	5.6%
80	1	2.8%
68	1	2.8%

전공과여자학생수(명)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	14
Distinct (%)	38.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	64.138889

Minimum	0
Maximum	1113
Zeros	22
Zeros (%)	61.1%
Negative	0
Negative (%)	0.0%
Memory size	456.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	46.25
95-th percentile	213.75
Maximum	1113
Range	1113
Interquartile range (IQR)	46.25

Descriptive statistics

Standard deviation	209.48101
Coefficient of variation (CV)	3.266053
Kurtosis	20.054099
Mean	64.138889
Median Absolute Deviation (MAD)	0
Skewness	4.4221397
Sum	2309
Variance	43882.294
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=14)

Value	Count	Frequency (%)
0	22	61.1%
51	2	5.6%
46	1	2.8%
69	1	2.8%
67	1	2.8%
1113	1	2.8%
70	1	2.8%
645	1	2.8%
47	1	2.8%
50	1	2.8%
Other values (4)	4	11.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	22	61.1%
15	1	2.8%
16	1	2.8%
26	1	2.8%
43	1	2.8%
46	1	2.8%
47	1	2.8%
50	1	2.8%
51	2	5.6%
67	1	2.8%

Value	Count	Frequency (%)
1113	1	2.8%
645	1	2.8%
70	1	2.8%
69	1	2.8%
67	1	2.8%
51	2	5.6%
50	1	2.8%
47	1	2.8%
46	1	2.8%
43	1	2.8%

Phik (φk)
Auto

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	0.114	0.249	0.323	0.114	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.399	0.399	0.399
학교유형명	0.000	1.000	0.897	0.904	0.698	0.707	0.695	0.846	0.729	0.888	0.923	0.651	0.662	0.698	0.698	0.923	0.617	0.099	0.099	0.099
전체학생수(명)	0.000	0.897	1.000	0.978	0.900	0.902	0.892	0.915	0.868	0.969	0.993	0.862	0.815	0.748	0.892	0.955	1.000	0.966	0.966	0.966
전체남자학생수(명)	0.000	0.904	0.978	1.000	0.890	0.826	0.866	0.896	0.860	0.968	0.991	0.958	0.837	0.784	0.866	0.955	0.976	0.982	0.982	0.982
전체여자학생수(명)	0.000	0.698	0.900	0.890	1.000	0.853	0.893	0.908	0.950	0.877	1.000	0.943	0.921	0.974	0.980	0.854	0.812	0.773	0.773	0.773
유치원전체학생수(명)	0.114	0.707	0.902	0.826	0.853	1.000	0.987	0.949	0.919	0.914	0.864	0.790	0.816	0.918	0.845	0.818	0.973	0.632	0.632	0.632
유치원남자학생수(명)	0.249	0.695	0.892	0.866	0.893	0.987	1.000	0.968	0.952	0.983	0.907	0.834	0.790	0.880	0.833	0.809	0.955	0.519	0.519	0.519
유치원여자학생수(명)	0.323	0.846	0.915	0.896	0.908	0.949	0.968	1.000	0.960	0.996	0.936	0.880	0.855	0.919	0.849	0.838	0.842	0.623	0.623	0.623
초등학교전체학생수(명)	0.114	0.729	0.868	0.860	0.950	0.919	0.952	0.960	1.000	0.945	0.940	0.836	0.834	0.926	0.857	0.811	0.817	0.761	0.761	0.761
초등학교남자학생수(명)	0.000	0.888	0.969	0.968	0.877	0.914	0.983	0.996	0.945	1.000	0.982	0.840	0.744	0.794	0.762	0.882	0.890	0.756	0.756	0.756
초등학교여자학생수(명)	0.000	0.923	0.993	0.991	1.000	0.864	0.907	0.936	0.940	0.982	1.000	0.886	0.846	0.857	0.942	0.979	0.993	1.000	1.000	1.000
중학교전체학생수(명)	0.000	0.651	0.862	0.958	0.943	0.790	0.834	0.880	0.836	0.840	0.886	1.000	0.979	0.906	0.952	0.811	0.839	0.720	0.720	0.720
중학교남자학생수(명)	0.000	0.662	0.815	0.837	0.921	0.816	0.790	0.855	0.834	0.744	0.846	0.979	1.000	0.921	0.976	0.854	0.857	0.773	0.773	0.773
중학교여자학생수(명)	0.000	0.698	0.748	0.784	0.974	0.918	0.880	0.919	0.926	0.794	0.857	0.906	0.921	1.000	0.965	0.820	0.685	0.737	0.737	0.737
고등학교전체학생수(명)	0.000	0.698	0.892	0.866	0.980	0.845	0.833	0.849	0.857	0.762	0.942	0.952	0.976	0.965	1.000	0.961	0.930	1.000	1.000	1.000
고등학교남자학생수(명)	0.000	0.923	0.955	0.955	0.854	0.818	0.809	0.838	0.811	0.882	0.979	0.811	0.854	0.820	0.961	1.000	0.973	1.000	1.000	1.000
고등학교여자학생수(명)	0.000	0.617	1.000	0.976	0.812	0.973	0.955	0.842	0.817	0.890	0.993	0.839	0.857	0.685	0.930	0.973	1.000	0.694	0.694	0.694
전공과전체학생수(명)	0.399	0.099	0.966	0.982	0.773	0.632	0.519	0.623	0.761	0.756	1.000	0.720	0.773	0.737	1.000	1.000	0.694	1.000	1.000	1.000
전공과남자학생수(명)	0.399	0.099	0.966	0.982	0.773	0.632	0.519	0.623	0.761	0.756	1.000	0.720	0.773	0.737	1.000	1.000	0.694	1.000	1.000	1.000
전공과여자학생수(명)	0.399	0.099	0.966	0.982	0.773	0.632	0.519	0.623	0.761	0.756	1.000	0.720	0.773	0.737	1.000	1.000	0.694	1.000	1.000	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)	전공과전체학생수(명)	전공과남자학생수(명)	전공과여자학생수(명)	학교유형명
기준년도	1.000	0.193	0.188	0.157	0.072	0.079	0.115	0.155	0.151	0.117	0.076	0.075	0.003	0.053	0.064	0.015	0.126	0.118	0.154	0.000
전체학생수(명)	0.193	1.000	0.996	0.978	0.954	0.958	0.945	0.966	0.946	0.958	0.933	0.940	0.919	0.952	0.959	0.931	0.851	0.848	0.860	0.586
전체남자학생수(명)	0.188	0.996	1.000	0.965	0.950	0.957	0.942	0.964	0.951	0.947	0.938	0.953	0.915	0.950	0.958	0.924	0.852	0.850	0.861	0.598
전체여자학생수(명)	0.157	0.978	0.965	1.000	0.959	0.954	0.951	0.964	0.942	0.970	0.928	0.914	0.941	0.938	0.938	0.950	0.824	0.823	0.834	0.657
유치원전체학생수(명)	0.072	0.954	0.950	0.959	1.000	0.993	0.978	0.954	0.945	0.960	0.889	0.896	0.904	0.914	0.917	0.910	0.829	0.829	0.836	0.545
유치원남자학생수(명)	0.079	0.958	0.957	0.954	0.993	1.000	0.963	0.953	0.943	0.958	0.885	0.899	0.901	0.919	0.923	0.908	0.830	0.829	0.838	0.531
유치원여자학생수(명)	0.115	0.945	0.942	0.951	0.978	0.963	1.000	0.967	0.969	0.955	0.908	0.912	0.895	0.899	0.900	0.899	0.829	0.827	0.837	0.502
초등학교전체학생수(명)	0.155	0.966	0.964	0.964	0.954	0.953	0.967	1.000	0.984	0.977	0.934	0.929	0.928	0.899	0.909	0.904	0.818	0.816	0.828	0.610
초등학교남자학생수(명)	0.151	0.946	0.951	0.942	0.945	0.943	0.969	0.984	1.000	0.946	0.929	0.933	0.902	0.886	0.890	0.895	0.822	0.819	0.831	0.571
초등학교여자학생수(명)	0.117	0.958	0.947	0.970	0.960	0.958	0.955	0.977	0.946	1.000	0.923	0.910	0.943	0.901	0.906	0.910	0.790	0.788	0.803	0.634
중학교전체학생수(명)	0.076	0.933	0.938	0.928	0.889	0.885	0.908	0.934	0.929	0.923	1.000	0.989	0.969	0.916	0.922	0.917	0.799	0.800	0.807	0.597
중학교남자학생수(명)	0.075	0.940	0.953	0.914	0.896	0.899	0.912	0.929	0.933	0.910	0.989	1.000	0.940	0.922	0.928	0.907	0.815	0.814	0.823	0.611
중학교여자학생수(명)	0.003	0.919	0.915	0.941	0.904	0.901	0.895	0.928	0.902	0.943	0.969	0.940	1.000	0.921	0.928	0.935	0.767	0.773	0.765	0.657
고등학교전체학생수(명)	0.053	0.952	0.950	0.938	0.914	0.919	0.899	0.899	0.886	0.901	0.916	0.922	0.921	1.000	0.996	0.980	0.851	0.857	0.837	0.657
고등학교남자학생수(명)	0.064	0.959	0.958	0.938	0.917	0.923	0.900	0.909	0.890	0.906	0.922	0.928	0.928	0.996	1.000	0.971	0.854	0.860	0.839	0.634
고등학교여자학생수(명)	0.015	0.931	0.924	0.950	0.910	0.908	0.899	0.904	0.895	0.910	0.917	0.907	0.935	0.980	0.971	1.000	0.823	0.829	0.809	0.624
전공과전체학생수(명)	0.126	0.851	0.852	0.824	0.829	0.830	0.829	0.818	0.822	0.790	0.799	0.815	0.767	0.851	0.854	0.823	1.000	0.997	0.993	0.000
전공과남자학생수(명)	0.118	0.848	0.850	0.823	0.829	0.829	0.827	0.816	0.819	0.788	0.800	0.814	0.773	0.857	0.860	0.829	0.997	1.000	0.986	0.000
전공과여자학생수(명)	0.154	0.860	0.861	0.834	0.836	0.838	0.837	0.828	0.831	0.803	0.807	0.823	0.765	0.837	0.839	0.809	0.993	0.986	1.000	0.000
학교유형명	0.000	0.586	0.598	0.657	0.545	0.531	0.502	0.610	0.571	0.634	0.597	0.611	0.657	0.657	0.634	0.624	0.000	0.000	0.000	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)	전공과전체학생수(명)	전공과남자학생수(명)	전공과여자학생수(명)
0	2023	공립	17238	12020	5218	1704	1267	437	9121	6460	2661	3379	2280	1099	2906	1931	975	128	82	46
1	2023	국립	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
2	2023	사립	297	173	124	4	2	2	22	16	6	133	83	50	138	72	66	0	0	0
3	2022	공립	15903	11084	4819	1607	1207	400	8412	5950	2462	2984	2042	942	2763	1817	946	137	68	69
4	2022	국립	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
5	2022	사립	289	162	127	4	2	2	18	13	5	125	74	51	142	73	69	0	0	0
6	2021	공립	14560	10013	4547	1370	990	380	7438	5220	2218	2758	1899	859	2845	1822	1023	149	82	67
7	2021	국립	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
8	2021	사립	276	148	128	7	5	2	16	13	3	113	64	49	140	66	74	0	0	0
9	2020	공립	14088	9603	4485	1777	1447	330	7150	4983	2167	2713	1816	897	2901	1861	1040	147	96	51

	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	313	178	135	11	9	2	18	12	6	119	67	52	165	90	75	0	0	0
27	2014	공립	11932	7870	4062	504	348	156	5094	3357	1737	3100	2081	1019	3169	2045	1124	65	39	26
28	2014	국립	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
29	2014	사립	279	156	123	10	8	2	18	13	5	120	69	51	131	66	65	0	0	0
30	2013	공립	11650	7650	4000	376	268	108	5188	3397	1791	3117	2094	1023	2942	1880	1062	27	11	16
31	2013	국립	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
32	2013	사립	272	156	116	10	6	4	16	13	3	123	74	49	123	63	60	0	0	0
33	2012	공립	11385	7485	3900	295	201	94	5278	3492	1786	3053	2003	1050	2739	1784	955	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	210	126	84	9	6	3	18	15	3	111	65	46	72	40	32	0	0	0

Overview

Variables

Common Values

Length

Common Values (Plot)

Interactions

Correlations

Missing values

Sample