gimi9 Pandas Profiling

Dataset statistics

Number of variables	17
Number of observations	36
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	5.5 KiB
Average record size in memory	155.7 B

Variable types

Numeric	16
Categorical	1

Dataset

Description	성별 일반학급 배치 학생수
Author	경기복지재단(경기도장애인복지종합지원센터)
URL	https://data.gg.go.kr/portal/data/service/selectServicePage.do?&infId=QUJ69N9ZE6F4ARWDCHAB25103168&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 14 other fields	High correlation
`유치원남자학생수(명)` is highly overall correlated with `전체학생수(명)` and 14 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 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 14 other fields	High correlation
`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 21:44:21.897171
Analysis finished	2023-12-10 21:44:47.538467
Duration	25.64 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	974.77778

Minimum	0
Maximum	3604
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	297
Q3	2126.25
95-th percentile	3059
Maximum	3604
Range	3604
Interquartile range (IQR)	2126.25

Descriptive statistics

Standard deviation	1202.6588
Coefficient of variation (CV)	1.2337774
Kurtosis	-0.88918219
Mean	974.77778
Median Absolute Deviation (MAD)	297
Skewness	0.8870392
Sum	35092
Variance	1446388.2
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=25)

Value	Count	Frequency (%)
0	12	33.3%
3604	1	2.8%
531	1	2.8%
2316	1	2.8%
488	1	2.8%
2277	1	2.8%
367	1	2.8%
2076	1	2.8%
286	1	2.8%
2048	1	2.8%
Other values (15)	15	41.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	12	33.3%
259	1	2.8%
261	1	2.8%
286	1	2.8%
289	1	2.8%
291	1	2.8%
294	1	2.8%
300	1	2.8%
310	1	2.8%
326	1	2.8%

Value	Count	Frequency (%)
3604	1	2.8%
3248	1	2.8%
2996	1	2.8%
2922	1	2.8%
2745	1	2.8%
2502	1	2.8%
2316	1	2.8%
2288	1	2.8%
2277	1	2.8%
2076	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	645

Minimum	0
Maximum	2626
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	183.5
Q3	1334
95-th percentile	2228.25
Maximum	2626
Range	2626
Interquartile range (IQR)	1334

Descriptive statistics

Standard deviation	826.37584
Coefficient of variation (CV)	1.2812029
Kurtosis	-0.30286939
Mean	645
Median Absolute Deviation (MAD)	183.5
Skewness	1.0577032
Sum	23220
Variance	682897.03
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=25)

Value	Count	Frequency (%)
0	12	33.3%
2430	1	2.8%
332	1	2.8%
1462	1	2.8%
293	1	2.8%
1440	1	2.8%
226	1	2.8%
1300	1	2.8%
183	1	2.8%
1255	1	2.8%
Other values (15)	15	41.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	12	33.3%
153	1	2.8%
159	1	2.8%
174	1	2.8%
178	1	2.8%
180	1	2.8%
183	1	2.8%
184	1	2.8%
196	1	2.8%
198	1	2.8%

Value	Count	Frequency (%)
2626	1	2.8%
2430	1	2.8%
2161	1	2.8%
1979	1	2.8%
1806	1	2.8%
1577	1	2.8%
1462	1	2.8%
1440	1	2.8%
1436	1	2.8%
1300	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	349.22222

Minimum	0
Maximum	1174
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
Q3	804
95-th percentile	1034.5
Maximum	1174
Range	1174
Interquartile range (IQR)	804

Descriptive statistics

Standard deviation	418.62804
Coefficient of variation (CV)	1.198744
Kurtosis	-1.2164368
Mean	349.22222
Median Absolute Deviation (MAD)	115
Skewness	0.78117499
Sum	12572
Variance	175249.43
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=24)

Value	Count	Frequency (%)
0	12	33.3%
776	2	5.6%
1174	1	2.8%
852	1	2.8%
199	1	2.8%
854	1	2.8%
195	1	2.8%
837	1	2.8%
141	1	2.8%
103	1	2.8%
Other values (14)	14	38.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	12	33.3%
100	1	2.8%
103	1	2.8%
108	1	2.8%
109	1	2.8%
113	1	2.8%
114	1	2.8%
116	1	2.8%
120	1	2.8%
128	1	2.8%

Value	Count	Frequency (%)
1174	1	2.8%
1087	1	2.8%
1017	1	2.8%
996	1	2.8%
939	1	2.8%
925	1	2.8%
854	1	2.8%
852	1	2.8%
837	1	2.8%
793	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	69.75

Minimum	0
Maximum	244
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	79
Q3	111.75
95-th percentile	143.5
Maximum	244
Range	244
Interquartile range (IQR)	111.75

Descriptive statistics

Standard deviation	61.780429
Coefficient of variation (CV)	0.88574092
Kurtosis	0.2189827
Mean	69.75
Median Absolute Deviation (MAD)	44.5
Skewness	0.5470369
Sum	2511
Variance	3816.8214
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=23)

Value	Count	Frequency (%)
0	12	33.3%
97	2	5.6%
117	2	5.6%
127	1	2.8%
62	1	2.8%
244	1	2.8%
29	1	2.8%
193	1	2.8%
46	1	2.8%
122	1	2.8%
Other values (13)	13	36.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	12	33.3%
29	1	2.8%
46	1	2.8%
59	1	2.8%
60	1	2.8%
62	1	2.8%
75	1	2.8%
83	1	2.8%
94	1	2.8%
97	2	5.6%

Value	Count	Frequency (%)
244	1	2.8%
193	1	2.8%
127	1	2.8%
126	1	2.8%
125	1	2.8%
122	1	2.8%
117	2	5.6%
114	1	2.8%
111	1	2.8%
107	1	2.8%

유치원남자학생수(명)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	22
Distinct (%)	61.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	45.583333

Minimum	0
Maximum	157
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	50.5
Q3	72
95-th percentile	100.25
Maximum	157
Range	157
Interquartile range (IQR)	72

Descriptive statistics

Standard deviation	40.302694
Coefficient of variation (CV)	0.88415416
Kurtosis	-0.087843827
Mean	45.583333
Median Absolute Deviation (MAD)	29.5
Skewness	0.48328026
Sum	1641
Variance	1624.3071
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=22)

Value	Count	Frequency (%)
0	12	33.3%
62	3	8.3%
72	2	5.6%
96	1	2.8%
79	1	2.8%
157	1	2.8%
21	1	2.8%
113	1	2.8%
30	1	2.8%
67	1	2.8%
Other values (12)	12	33.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	12	33.3%
21	1	2.8%
30	1	2.8%
35	1	2.8%
38	1	2.8%
39	1	2.8%
47	1	2.8%
54	1	2.8%
62	3	8.3%
63	1	2.8%

Value	Count	Frequency (%)
157	1	2.8%
113	1	2.8%
96	1	2.8%
95	1	2.8%
88	1	2.8%
80	1	2.8%
79	1	2.8%
73	1	2.8%
72	2	5.6%
71	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	24.166667

Minimum	0
Maximum	87
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	28.5
Q3	35.25
95-th percentile	61.25
Maximum	87
Range	87
Interquartile range (IQR)	35.25

Descriptive statistics

Standard deviation	22.371538
Coefficient of variation (CV)	0.92571882
Kurtosis	0.91046996
Mean	24.166667
Median Absolute Deviation (MAD)	14
Skewness	0.83610413
Sum	870
Variance	500.48571
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
0	12	33.3%
32	4	11.1%
31	2	5.6%
37	2	5.6%
33	1	2.8%
87	1	2.8%
8	1	2.8%
80	1	2.8%
16	1	2.8%
55	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%
16	1	2.8%
21	1	2.8%
23	1	2.8%
25	1	2.8%
28	1	2.8%
29	1	2.8%
31	2	5.6%
32	4	11.1%

Value	Count	Frequency (%)
87	1	2.8%
80	1	2.8%
55	1	2.8%
45	1	2.8%
44	1	2.8%
41	1	2.8%
37	2	5.6%
36	1	2.8%
35	1	2.8%
33	1	2.8%

초등학교전체학생수(명)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	24
Distinct (%)	66.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	452.94444

Minimum	0
Maximum	2070
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	23.5
Q3	988.5
95-th percentile	1700.75
Maximum	2070
Range	2070
Interquartile range (IQR)	988.5

Descriptive statistics

Standard deviation	667.59941
Coefficient of variation (CV)	1.4739101
Kurtosis	-0.26403281
Mean	452.94444
Median Absolute Deviation (MAD)	23.5
Skewness	1.1056718
Sum	16306
Variance	445688.97
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=24)

Value	Count	Frequency (%)
0	12	33.3%
23	2	5.6%
2070	1	2.8%
993	1	2.8%
31	1	2.8%
1037	1	2.8%
34	1	2.8%
983	1	2.8%
33	1	2.8%
987	1	2.8%
Other values (14)	14	38.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	12	33.3%
15	1	2.8%
18	1	2.8%
21	1	2.8%
22	1	2.8%
23	2	5.6%
24	1	2.8%
29	1	2.8%
31	1	2.8%
32	1	2.8%

Value	Count	Frequency (%)
2070	1	2.8%
1880	1	2.8%
1641	1	2.8%
1566	1	2.8%
1491	1	2.8%
1266	1	2.8%
1101	1	2.8%
1037	1	2.8%
993	1	2.8%
987	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	297.13889

Minimum	0
Maximum	1415
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	16.5
Q3	628
95-th percentile	1149.5
Maximum	1415
Range	1415
Interquartile range (IQR)	628

Descriptive statistics

Standard deviation	443.33606
Coefficient of variation (CV)	1.4920163
Kurtosis	0.060499623
Mean	297.13889
Median Absolute Deviation (MAD)	16.5
Skewness	1.1957708
Sum	10697
Variance	196546.87
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=22)

Value	Count	Frequency (%)
0	12	33.3%
16	3	8.3%
23	2	5.6%
1415	1	2.8%
613	1	2.8%
26	1	2.8%
652	1	2.8%
25	1	2.8%
626	1	2.8%
634	1	2.8%
Other values (12)	12	33.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	12	33.3%
10	1	2.8%
13	1	2.8%
15	1	2.8%
16	3	8.3%
17	1	2.8%
20	1	2.8%
23	2	5.6%
25	1	2.8%
26	1	2.8%

Value	Count	Frequency (%)
1415	1	2.8%
1277	1	2.8%
1107	1	2.8%
1049	1	2.8%
1002	1	2.8%
812	1	2.8%
692	1	2.8%
652	1	2.8%
634	1	2.8%
626	1	2.8%

초등학교여자학생수(명)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	19
Distinct (%)	52.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	155.80556

Minimum	0
Maximum	655
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	6.5
Q3	381.25
95-th percentile	551.25
Maximum	655
Range	655
Interquartile range (IQR)	381.25

Descriptive statistics

Standard deviation	225.48675
Coefficient of variation (CV)	1.4472318
Kurtosis	-0.80605604
Mean	155.80556
Median Absolute Deviation (MAD)	6.5
Skewness	0.95400989
Sum	5609
Variance	50844.275
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=19)

Value	Count	Frequency (%)
0	12	33.3%
5	3	8.3%
6	3	8.3%
9	3	8.3%
655	1	2.8%
380	1	2.8%
385	1	2.8%
357	1	2.8%
10	1	2.8%
353	1	2.8%
Other values (9)	9	25.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	12	33.3%
5	3	8.3%
6	3	8.3%
7	1	2.8%
8	1	2.8%
9	3	8.3%
10	1	2.8%
353	1	2.8%
357	1	2.8%
380	1	2.8%

Value	Count	Frequency (%)
655	1	2.8%
603	1	2.8%
534	1	2.8%
517	1	2.8%
489	1	2.8%
454	1	2.8%
409	1	2.8%
388	1	2.8%
385	1	2.8%
380	1	2.8%

중학교전체학생수(명)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	23
Distinct (%)	63.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	216.52778

Minimum	0
Maximum	767
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	69
Q3	512.5
95-th percentile	667
Maximum	767
Range	767
Interquartile range (IQR)	512.5

Descriptive statistics

Standard deviation	265.64751
Coefficient of variation (CV)	1.2268519
Kurtosis	-1.1211692
Mean	216.52778
Median Absolute Deviation (MAD)	69
Skewness	0.81876488
Sum	7795
Variance	70568.599
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=23)

Value	Count	Frequency (%)
0	12	33.3%
84	2	5.6%
64	2	5.6%
767	1	2.8%
50	1	2.8%
530	1	2.8%
91	1	2.8%
570	1	2.8%
78	1	2.8%
511	1	2.8%
Other values (13)	13	36.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	12	33.3%
50	1	2.8%
58	1	2.8%
59	1	2.8%
61	1	2.8%
64	2	5.6%
74	1	2.8%
78	1	2.8%
84	2	5.6%
91	1	2.8%

Value	Count	Frequency (%)
767	1	2.8%
706	1	2.8%
654	1	2.8%
612	1	2.8%
570	1	2.8%
538	1	2.8%
530	1	2.8%
519	1	2.8%
514	1	2.8%
512	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	136.36111

Minimum	0
Maximum	509
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	46
Q3	319.5
95-th percentile	427
Maximum	509
Range	509
Interquartile range (IQR)	319.5

Descriptive statistics

Standard deviation	169.21316
Coefficient of variation (CV)	1.2409195
Kurtosis	-0.98184696
Mean	136.36111
Median Absolute Deviation (MAD)	46
Skewness	0.85770017
Sum	4909
Variance	28633.094
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=23)

Value	Count	Frequency (%)
0	12	33.3%
33	2	5.6%
316	2	5.6%
509	1	2.8%
319	1	2.8%
51	1	2.8%
323	1	2.8%
56	1	2.8%
359	1	2.8%
52	1	2.8%
Other values (13)	13	36.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	12	33.3%
24	1	2.8%
33	2	5.6%
34	1	2.8%
38	1	2.8%
42	1	2.8%
50	1	2.8%
51	1	2.8%
52	1	2.8%
54	1	2.8%

Value	Count	Frequency (%)
509	1	2.8%
451	1	2.8%
419	1	2.8%
382	1	2.8%
359	1	2.8%
342	1	2.8%
330	1	2.8%
323	1	2.8%
321	1	2.8%
319	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	80.166667

Minimum	0
Maximum	258
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	27
Q3	191.5
95-th percentile	240
Maximum	258
Range	258
Interquartile range (IQR)	191.5

Descriptive statistics

Standard deviation	96.685203
Coefficient of variation (CV)	1.2060524
Kurtosis	-1.2926096
Mean	80.166667
Median Absolute Deviation (MAD)	27
Skewness	0.76583281
Sum	2886
Variance	9348.0286
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=22)

Value	Count	Frequency (%)
0	12	33.3%
30	2	5.6%
196	2	5.6%
26	2	5.6%
258	1	2.8%
189	1	2.8%
33	1	2.8%
207	1	2.8%
35	1	2.8%
211	1	2.8%
Other values (12)	12	33.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	12	33.3%
21	1	2.8%
22	1	2.8%
24	1	2.8%
25	1	2.8%
26	2	5.6%
28	1	2.8%
30	2	5.6%
33	1	2.8%
35	1	2.8%

Value	Count	Frequency (%)
258	1	2.8%
255	1	2.8%
235	1	2.8%
230	1	2.8%
211	1	2.8%
207	1	2.8%
198	1	2.8%
196	2	5.6%
190	1	2.8%
189	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	236.19444

Minimum	0
Maximum	720
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	118
Q3	527
95-th percentile	649.5
Maximum	720
Range	720
Interquartile range (IQR)	527

Descriptive statistics

Standard deviation	258.57067
Coefficient of variation (CV)	1.0947364
Kurtosis	-1.2583216
Mean	236.19444
Median Absolute Deviation (MAD)	118
Skewness	0.69970694
Sum	8503
Variance	66858.79
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=24)

Value	Count	Frequency (%)
0	12	33.3%
134	2	5.6%
551	1	2.8%
172	1	2.8%
720	1	2.8%
170	1	2.8%
678	1	2.8%
519	1	2.8%
105	1	2.8%
445	1	2.8%
Other values (14)	14	38.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	12	33.3%
104	1	2.8%
105	1	2.8%
106	1	2.8%
108	1	2.8%
110	1	2.8%
115	1	2.8%
121	1	2.8%
127	1	2.8%
134	2	5.6%

Value	Count	Frequency (%)
720	1	2.8%
678	1	2.8%
640	1	2.8%
618	1	2.8%
614	1	2.8%
605	1	2.8%
587	1	2.8%
559	1	2.8%
551	1	2.8%
519	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	146.91667

Minimum	0
Maximum	466
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	68.5
Q3	313.75
95-th percentile	413.75
Maximum	466
Range	466
Interquartile range (IQR)	313.75

Descriptive statistics

Standard deviation	164.20569
Coefficient of variation (CV)	1.1176791
Kurtosis	-1.173522
Mean	146.91667
Median Absolute Deviation (MAD)	68.5
Skewness	0.7464268
Sum	5289
Variance	26963.507
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=24)

Value	Count	Frequency (%)
0	12	33.3%
63	2	5.6%
410	1	2.8%
78	1	2.8%
98	1	2.8%
466	1	2.8%
99	1	2.8%
425	1	2.8%
84	1	2.8%
307	1	2.8%
Other values (14)	14	38.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	12	33.3%
58	1	2.8%
60	1	2.8%
62	1	2.8%
63	2	5.6%
66	1	2.8%
71	1	2.8%
78	1	2.8%
84	1	2.8%
86	1	2.8%

Value	Count	Frequency (%)
466	1	2.8%
425	1	2.8%
410	1	2.8%
400	1	2.8%
390	1	2.8%
380	1	2.8%
377	1	2.8%
362	1	2.8%
334	1	2.8%
307	1	2.8%

고등학교여자학생수(명)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	22
Distinct (%)	61.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	89.277778

Minimum	0
Maximum	254
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	50
Q3	199.5
95-th percentile	235.75
Maximum	254
Range	254
Interquartile range (IQR)	199.5

Descriptive statistics

Standard deviation	94.763951
Coefficient of variation (CV)	1.0614506
Kurtosis	-1.3571458
Mean	89.277778
Median Absolute Deviation (MAD)	50
Skewness	0.6325073
Sum	3214
Variance	8980.2063
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=22)

Value	Count	Frequency (%)
0	12	33.3%
50	4	11.1%
230	1	2.8%
180	1	2.8%
74	1	2.8%
254	1	2.8%
71	1	2.8%
253	1	2.8%
212	1	2.8%
42	1	2.8%
Other values (12)	12	33.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	12	33.3%
38	1	2.8%
42	1	2.8%
44	1	2.8%
48	1	2.8%
49	1	2.8%
50	4	11.1%
52	1	2.8%
71	1	2.8%
74	1	2.8%

Value	Count	Frequency (%)
254	1	2.8%
253	1	2.8%
230	1	2.8%
228	1	2.8%
224	1	2.8%
218	1	2.8%
217	1	2.8%
212	1	2.8%
207	1	2.8%
197	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)
기준년도	1.000	0.000	0.000	0.000	0.000	0.000	0.000	0.226	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000
학교유형명	0.000	1.000	0.761	0.755	0.960	0.871	0.986	0.752	0.914	0.684	0.914	0.960	0.960	0.820	1.000	1.000	1.000
전체학생수(명)	0.000	0.761	1.000	0.933	0.968	0.686	0.719	0.649	0.907	0.907	0.906	0.902	0.837	0.833	0.937	0.846	0.893
전체남자학생수(명)	0.000	0.755	0.933	1.000	0.934	0.889	0.820	0.824	0.902	0.893	0.911	0.896	0.880	0.848	0.896	0.971	0.809
전체여자학생수(명)	0.000	0.960	0.968	0.934	1.000	0.646	0.744	0.612	0.973	0.872	0.968	0.978	0.958	0.820	0.804	0.851	0.752
유치원전체학생수(명)	0.000	0.871	0.686	0.889	0.646	1.000	0.953	0.956	0.413	0.500	0.574	0.634	0.643	0.743	0.888	0.956	0.799
유치원남자학생수(명)	0.000	0.986	0.719	0.820	0.744	0.953	1.000	0.844	0.503	0.561	0.590	0.687	0.812	0.835	0.880	0.871	0.809
유치원여자학생수(명)	0.226	0.752	0.649	0.824	0.612	0.956	0.844	1.000	0.516	0.498	0.273	0.580	0.584	0.595	0.790	0.893	0.717
초등학교전체학생수(명)	0.000	0.914	0.907	0.902	0.973	0.413	0.503	0.516	1.000	1.000	0.987	0.955	0.900	0.735	0.751	0.808	0.679
초등학교남자학생수(명)	0.000	0.684	0.907	0.893	0.872	0.500	0.561	0.498	1.000	1.000	0.937	0.868	0.761	0.922	0.758	0.782	0.699
초등학교여자학생수(명)	0.000	0.914	0.906	0.911	0.968	0.574	0.590	0.273	0.987	0.937	1.000	0.986	0.936	0.794	0.715	0.774	0.683
중학교전체학생수(명)	0.000	0.960	0.902	0.896	0.978	0.634	0.687	0.580	0.955	0.868	0.986	1.000	0.991	0.877	0.724	0.748	0.731
중학교남자학생수(명)	0.000	0.960	0.837	0.880	0.958	0.643	0.812	0.584	0.900	0.761	0.936	0.991	1.000	0.909	0.705	0.729	0.746
중학교여자학생수(명)	0.000	0.820	0.833	0.848	0.820	0.743	0.835	0.595	0.735	0.922	0.794	0.877	0.909	1.000	0.820	0.837	0.784
고등학교전체학생수(명)	0.000	1.000	0.937	0.896	0.804	0.888	0.880	0.790	0.751	0.758	0.715	0.724	0.705	0.820	1.000	0.980	0.979
고등학교남자학생수(명)	0.000	1.000	0.846	0.971	0.851	0.956	0.871	0.893	0.808	0.782	0.774	0.748	0.729	0.837	0.980	1.000	0.935
고등학교여자학생수(명)	0.000	1.000	0.893	0.809	0.752	0.799	0.809	0.717	0.679	0.699	0.683	0.731	0.746	0.784	0.979	0.935	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
기준년도	1.000	0.063	0.044	0.067	0.064	0.070	0.030	0.001	-0.003	0.043	0.065	0.068	0.048	-0.043	-0.069	-0.030	0.000
전체학생수(명)	0.063	1.000	0.995	0.998	0.825	0.842	0.725	0.964	0.969	0.948	0.983	0.980	0.976	0.974	0.967	0.963	0.651
전체남자학생수(명)	0.044	0.995	1.000	0.990	0.818	0.837	0.705	0.966	0.972	0.949	0.987	0.983	0.976	0.975	0.971	0.964	0.605
전체여자학생수(명)	0.067	0.998	0.990	1.000	0.831	0.846	0.734	0.964	0.968	0.951	0.981	0.977	0.976	0.971	0.964	0.962	0.720
유치원전체학생수(명)	0.064	0.825	0.818	0.831	1.000	0.989	0.933	0.813	0.811	0.784	0.784	0.784	0.763	0.764	0.755	0.758	0.783
유치원남자학생수(명)	0.070	0.842	0.837	0.846	0.989	1.000	0.907	0.834	0.834	0.803	0.806	0.808	0.785	0.780	0.771	0.776	0.775
유치원여자학생수(명)	0.030	0.725	0.705	0.734	0.933	0.907	1.000	0.695	0.694	0.675	0.674	0.670	0.655	0.663	0.646	0.663	0.601
초등학교전체학생수(명)	0.001	0.964	0.966	0.964	0.813	0.834	0.695	1.000	0.996	0.989	0.956	0.956	0.948	0.941	0.951	0.928	0.615
초등학교남자학생수(명)	-0.003	0.969	0.972	0.968	0.811	0.834	0.694	0.996	1.000	0.978	0.962	0.961	0.952	0.948	0.954	0.939	0.640
초등학교여자학생수(명)	0.043	0.948	0.949	0.951	0.784	0.803	0.675	0.989	0.978	1.000	0.947	0.946	0.943	0.926	0.939	0.908	0.615
중학교전체학생수(명)	0.065	0.983	0.987	0.981	0.784	0.806	0.674	0.956	0.962	0.947	1.000	0.996	0.986	0.961	0.963	0.959	0.720
중학교남자학생수(명)	0.068	0.980	0.983	0.977	0.784	0.808	0.670	0.956	0.961	0.946	0.996	1.000	0.974	0.955	0.955	0.957	0.720
중학교여자학생수(명)	0.048	0.976	0.976	0.976	0.763	0.785	0.655	0.948	0.952	0.943	0.986	0.974	1.000	0.965	0.974	0.951	0.821
고등학교전체학생수(명)	-0.043	0.974	0.975	0.971	0.764	0.780	0.663	0.941	0.948	0.926	0.961	0.955	0.965	1.000	0.993	0.986	0.937
고등학교남자학생수(명)	-0.069	0.967	0.971	0.964	0.755	0.771	0.646	0.951	0.954	0.939	0.963	0.955	0.974	0.993	1.000	0.971	0.921
고등학교여자학생수(명)	-0.030	0.963	0.964	0.962	0.758	0.776	0.663	0.928	0.939	0.908	0.959	0.957	0.951	0.986	0.971	1.000	0.937
학교유형명	0.000	0.651	0.605	0.720	0.783	0.775	0.601	0.615	0.640	0.615	0.720	0.720	0.821	0.937	0.921	0.937	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	3604	2430	1174	127	96	31	2070	1415	655	767	509	258	640	410	230
1	2023	국립	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
2	2023	사립	326	198	128	98	62	36	15	10	5	92	55	37	121	71	50
3	2022	공립	3248	2161	1087	103	71	32	1880	1277	603	706	451	255	559	362	197
4	2022	국립	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
5	2022	사립	300	184	116	83	54	29	18	13	5	84	54	30	115	63	52
6	2021	공립	2996	1979	1017	114	73	41	1641	1107	534	654	419	235	587	380	207
7	2021	국립	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
8	2021	사립	291	178	113	97	62	35	22	16	6	64	42	22	108	58	50
9	2020	공립	2922	2626	996	126	95	31	1566	1049	517	612	382	230	618	400	218

	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)
26	2015	사립	286	183	103	75	47	28	32	23	9	74	50	24	105	63	42
27	2014	공립	2076	1300	776	59	38	21	987	634	353	511	321	190	519	307	212
28	2014	국립	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
29	2014	사립	367	226	141	122	67	55	33	23	10	78	52	26	134	84	50
30	2013	공립	2277	1440	837	46	30	16	983	626	357	570	359	211	678	425	253
31	2013	국립	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
32	2013	사립	488	293	195	193	113	80	34	25	9	91	56	35	170	99	71
33	2012	공립	2316	1462	854	29	21	8	1037	652	385	530	323	207	720	466	254
34	2012	국립	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
35	2012	사립	531	332	199	244	157	87	31	26	5	84	51	33	172	98	74

Overview

Variables

Common Values

Length

Common Values (Plot)

Interactions

Correlations

Missing values

Sample