Overview

Dataset statistics

Number of variables31
Number of observations362
Missing cells1082
Missing cells (%)9.6%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory95.9 KiB
Average record size in memory271.4 B

Variable types

Numeric20
Categorical8
Boolean1
Unsupported1
Text1

Alerts

제외여부 has constant value ""Constant
지역교육청명 is highly imbalanced (66.9%)Imbalance
유초등-순회학생수(명) is highly imbalanced (73.9%)Imbalance
중등-순회학생수(명) is highly imbalanced (68.3%)Imbalance
제외사유 has 362 (100.0%) missing valuesMissing
유초등-유치원학생수(명) has 36 (9.9%) missing valuesMissing
유초등-유치원순회학생수(명) has 36 (9.9%) missing valuesMissing
유초등-1학년학생수(명) has 36 (9.9%) missing valuesMissing
유초등-2학년학생수(명) has 36 (9.9%) missing valuesMissing
유초등-3학년학생수(명) has 36 (9.9%) missing valuesMissing
유초등-4학년학생수(명) has 36 (9.9%) missing valuesMissing
유초등-5학년학생수(명) has 36 (9.9%) missing valuesMissing
유초등-6학년학생수(명) has 36 (9.9%) missing valuesMissing
유초등-합계학생수(명) has 36 (9.9%) missing valuesMissing
중등-1학년학생수(명) has 36 (9.9%) missing valuesMissing
중등-2학년학생수(명) has 36 (9.9%) missing valuesMissing
중등-3학년학생수(명) has 36 (9.9%) missing valuesMissing
중등-합계학생수(명) has 36 (9.9%) missing valuesMissing
고등-1학년학생수(명) has 36 (9.9%) missing valuesMissing
고등-2학년학생수(명) has 36 (9.9%) missing valuesMissing
고등-3학년학생수(명) has 36 (9.9%) missing valuesMissing
고등-순회학생수(명) has 36 (9.9%) missing valuesMissing
고등-합계학생수(명) has 36 (9.9%) missing valuesMissing
전공과학생수(명) has 36 (9.9%) missing valuesMissing
총계사항(명) has 36 (9.9%) missing valuesMissing
제외사유 is an unsupported type, check if it needs cleaning or further analysisUnsupported
유초등-유치원학생수(명) has 52 (14.4%) zerosZeros
유초등-유치원순회학생수(명) has 300 (82.9%) zerosZeros
유초등-1학년학생수(명) has 34 (9.4%) zerosZeros
유초등-2학년학생수(명) has 35 (9.7%) zerosZeros
유초등-3학년학생수(명) has 34 (9.4%) zerosZeros
유초등-4학년학생수(명) has 36 (9.9%) zerosZeros
유초등-5학년학생수(명) has 36 (9.9%) zerosZeros
유초등-6학년학생수(명) has 34 (9.4%) zerosZeros
유초등-합계학생수(명) has 20 (5.5%) zerosZeros
중등-1학년학생수(명) has 12 (3.3%) zerosZeros
중등-2학년학생수(명) has 13 (3.6%) zerosZeros
중등-3학년학생수(명) has 14 (3.9%) zerosZeros
중등-합계학생수(명) has 12 (3.3%) zerosZeros
고등-1학년학생수(명) has 14 (3.9%) zerosZeros
고등-2학년학생수(명) has 18 (5.0%) zerosZeros
고등-3학년학생수(명) has 18 (5.0%) zerosZeros
고등-순회학생수(명) has 288 (79.6%) zerosZeros
고등-합계학생수(명) has 14 (3.9%) zerosZeros
전공과학생수(명) has 82 (22.7%) zerosZeros

Reproduction

Analysis started2023-12-10 21:55:05.995429
Analysis finished2023-12-10 21:55:06.367115
Duration0.37 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

기준년도
Real number (ℝ)

Distinct6
Distinct (%)1.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2017.3978
Minimum2015
Maximum2020
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size3.3 KiB
2023-12-11T06:55:06.414342image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum2015
5-th percentile2015
Q12016
median2017
Q32019
95-th percentile2020
Maximum2020
Range5
Interquartile range (IQR)3

Descriptive statistics

Standard deviation1.5952824
Coefficient of variation (CV)0.00079076243
Kurtosis-1.15954
Mean2017.3978
Median Absolute Deviation (MAD)1
Skewness-0.018632396
Sum730298
Variance2.5449259
MonotonicityDecreasing
2023-12-11T06:55:06.555268image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=6)
ValueCountFrequency (%)
2019 72
19.9%
2018 70
19.3%
2017 64
17.7%
2016 62
17.1%
2015 58
16.0%
2020 36
9.9%
ValueCountFrequency (%)
2015 58
16.0%
2016 62
17.1%
2017 64
17.7%
2018 70
19.3%
2019 72
19.9%
2020 36
9.9%
ValueCountFrequency (%)
2020 36
9.9%
2019 72
19.9%
2018 70
19.3%
2017 64
17.7%
2016 62
17.1%
2015 58
16.0%

시군명
Categorical

Distinct20
Distinct (%)5.5%
Missing0
Missing (%)0.0%
Memory size3.0 KiB
광주시
40 
고양시
38 
수원시
33 
화성시
25 
부천시
22 
Other values (15)
204 

Length

Max length4
Median length3
Mean length3.0745856
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row고양시
2nd row고양시
3rd row고양시
4th row고양시
5th row광주시

Common Values

ValueCountFrequency (%)
광주시 40
 
11.0%
고양시 38
 
10.5%
수원시 33
 
9.1%
화성시 25
 
6.9%
부천시 22
 
6.1%
성남시 22
 
6.1%
안산시 22
 
6.1%
파주시 22
 
6.1%
평택시 22
 
6.1%
의정부시 16
 
4.4%
Other values (10) 100
27.6%

Length

2023-12-11T06:55:06.697431image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
광주시 40
 
11.0%
고양시 38
 
10.5%
수원시 33
 
9.1%
화성시 25
 
6.9%
부천시 22
 
6.1%
성남시 22
 
6.1%
안산시 22
 
6.1%
파주시 22
 
6.1%
평택시 22
 
6.1%
의정부시 16
 
4.4%
Other values (10) 100
27.6%

지역교육청명
Categorical

IMBALANCE 

Distinct2
Distinct (%)0.6%
Missing0
Missing (%)0.0%
Memory size3.0 KiB
경기도교육청
340 
교육부
 
22

Length

Max length6
Median length6
Mean length5.8176796
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row교육부
2nd row경기도교육청
3rd row경기도교육청
4th row경기도교육청
5th row경기도교육청

Common Values

ValueCountFrequency (%)
경기도교육청 340
93.9%
교육부 22
 
6.1%

Length

2023-12-11T06:55:06.840736image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T06:55:06.946196image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
경기도교육청 340
93.9%
교육부 22
 
6.1%

지역명
Categorical

Distinct25
Distinct (%)6.9%
Missing0
Missing (%)0.0%
Memory size3.0 KiB
경기도 광주시
40 
경기도 화성시
25 
경기도 부천시
 
22
경기도 평택시
 
22
경기도 파주시
 
22
Other values (20)
231 

Length

Max length12
Median length7
Mean length8.6629834
Min length7

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row경기도 고양시 일산동구
2nd row경기도 고양시 일산서구
3rd row경기도 고양시 덕양구
4th row경기도 고양시 일산서구
5th row경기도 광주시

Common Values

ValueCountFrequency (%)
경기도 광주시 40
 
11.0%
경기도 화성시 25
 
6.9%
경기도 부천시 22
 
6.1%
경기도 평택시 22
 
6.1%
경기도 파주시 22
 
6.1%
경기도 안산시 상록구 22
 
6.1%
경기도 의정부시 16
 
4.4%
경기도 고양시 일산서구 16
 
4.4%
경기도 성남시 수정구 11
 
3.0%
경기도 성남시 분당구 11
 
3.0%
Other values (15) 155
42.8%

Length

2023-12-11T06:55:07.051471image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
경기도 362
42.0%
광주시 40
 
4.6%
고양시 38
 
4.4%
수원시 33
 
3.8%
화성시 25
 
2.9%
성남시 22
 
2.6%
부천시 22
 
2.6%
평택시 22
 
2.6%
파주시 22
 
2.6%
안산시 22
 
2.6%
Other values (22) 253
29.4%

학교명
Categorical

Distinct36
Distinct (%)9.9%
Missing0
Missing (%)0.0%
Memory size3.0 KiB
한국경진학교
 
11
명혜학교
 
11
한사랑학교
 
11
인덕학교
 
11
수원서광학교
 
11
Other values (31)
307 

Length

Max length6
Median length4
Mean length4.6657459
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row한국경진학교
2nd row홀트학교
3rd row명현학교
4th row밝은학교
5th row광주새롬학교

Common Values

ValueCountFrequency (%)
한국경진학교 11
 
3.0%
명혜학교 11
 
3.0%
한사랑학교 11
 
3.0%
인덕학교 11
 
3.0%
수원서광학교 11
 
3.0%
새솔학교 11
 
3.0%
경은학교 11
 
3.0%
부천혜림학교 11
 
3.0%
부천상록학교 11
 
3.0%
명현학교 11
 
3.0%
Other values (26) 252
69.6%

Length

2023-12-11T06:55:07.165164image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
한국경진학교 11
 
3.0%
동현학교 11
 
3.0%
안양해솔학교 11
 
3.0%
창인학교 11
 
3.0%
성심학교 11
 
3.0%
용인강남학교 11
 
3.0%
송민학교 11
 
3.0%
에바다학교 11
 
3.0%
새얼학교 11
 
3.0%
동방학교 11
 
3.0%
Other values (26) 252
69.6%

학교급명
Categorical

Distinct2
Distinct (%)0.6%
Missing0
Missing (%)0.0%
Memory size3.0 KiB
<NA>
235 
특수학교
127 

Length

Max length4
Median length4
Mean length4
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row<NA>
2nd row<NA>
3rd row<NA>
4th row<NA>
5th row<NA>

Common Values

ValueCountFrequency (%)
<NA> 235
64.9%
특수학교 127
35.1%

Length

2023-12-11T06:55:07.293979image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T06:55:07.408497image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 235
64.9%
특수학교 127
35.1%

설립구분명
Categorical

Distinct3
Distinct (%)0.8%
Missing0
Missing (%)0.0%
Memory size3.0 KiB
사립
220 
공립
120 
국립
 
22

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row국립
2nd row사립
3rd row사립
4th row사립
5th row사립

Common Values

ValueCountFrequency (%)
사립 220
60.8%
공립 120
33.1%
국립 22
 
6.1%

Length

2023-12-11T06:55:07.507943image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T06:55:07.642955image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
사립 220
60.8%
공립 120
33.1%
국립 22
 
6.1%

제외여부
Boolean

CONSTANT 

Distinct1
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Memory size494.0 B
False
362 
ValueCountFrequency (%)
False 362
100.0%
2023-12-11T06:55:07.746535image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

제외사유
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing362
Missing (%)100.0%
Memory size3.3 KiB

유초등-유치원학생수(명)
Real number (ℝ)

MISSING  ZEROS 

Distinct26
Distinct (%)8.0%
Missing36
Missing (%)9.9%
Infinite0
Infinite (%)0.0%
Mean5.595092
Minimum0
Maximum44
Zeros52
Zeros (%)14.4%
Negative0
Negative (%)0.0%
Memory size3.3 KiB
2023-12-11T06:55:07.846420image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q12
median4
Q37.75
95-th percentile18
Maximum44
Range44
Interquartile range (IQR)5.75

Descriptive statistics

Standard deviation6.4504149
Coefficient of variation (CV)1.1528702
Kurtosis8.7346812
Mean5.595092
Median Absolute Deviation (MAD)3
Skewness2.5000052
Sum1824
Variance41.607853
MonotonicityNot monotonic
2023-12-11T06:55:07.957158image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=26)
ValueCountFrequency (%)
0 52
14.4%
3 43
11.9%
2 41
11.3%
4 41
11.3%
8 24
6.6%
1 22
6.1%
6 20
 
5.5%
7 15
 
4.1%
5 10
 
2.8%
10 9
 
2.5%
Other values (16) 49
13.5%
(Missing) 36
9.9%
ValueCountFrequency (%)
0 52
14.4%
1 22
6.1%
2 41
11.3%
3 43
11.9%
4 41
11.3%
5 10
 
2.8%
6 20
 
5.5%
7 15
 
4.1%
8 24
6.6%
9 6
 
1.7%
ValueCountFrequency (%)
44 2
0.6%
28 4
1.1%
24 4
1.1%
23 1
 
0.3%
22 1
 
0.3%
21 2
0.6%
20 1
 
0.3%
19 1
 
0.3%
18 4
1.1%
17 4
1.1%

유초등-유치원순회학생수(명)
Real number (ℝ)

MISSING  ZEROS 

Distinct8
Distinct (%)2.5%
Missing36
Missing (%)9.9%
Infinite0
Infinite (%)0.0%
Mean0.28527607
Minimum0
Maximum8
Zeros300
Zeros (%)82.9%
Negative0
Negative (%)0.0%
Memory size3.3 KiB
2023-12-11T06:55:08.074111image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile2
Maximum8
Range8
Interquartile range (IQR)0

Descriptive statistics

Standard deviation1.2057163
Coefficient of variation (CV)4.2264894
Kurtosis26.994331
Mean0.28527607
Median Absolute Deviation (MAD)0
Skewness5.074595
Sum93
Variance1.4537518
MonotonicityNot monotonic
2023-12-11T06:55:08.194596image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%)
0 300
82.9%
1 7
 
1.9%
2 5
 
1.4%
8 5
 
1.4%
4 4
 
1.1%
3 3
 
0.8%
6 1
 
0.3%
5 1
 
0.3%
(Missing) 36
 
9.9%
ValueCountFrequency (%)
0 300
82.9%
1 7
 
1.9%
2 5
 
1.4%
3 3
 
0.8%
4 4
 
1.1%
5 1
 
0.3%
6 1
 
0.3%
8 5
 
1.4%
ValueCountFrequency (%)
8 5
 
1.4%
6 1
 
0.3%
5 1
 
0.3%
4 4
 
1.1%
3 3
 
0.8%
2 5
 
1.4%
1 7
 
1.9%
0 300
82.9%

유초등-1학년학생수(명)
Real number (ℝ)

MISSING  ZEROS 

Distinct16
Distinct (%)4.9%
Missing36
Missing (%)9.9%
Infinite0
Infinite (%)0.0%
Mean7.8282209
Minimum0
Maximum18
Zeros34
Zeros (%)9.4%
Negative0
Negative (%)0.0%
Memory size3.3 KiB
2023-12-11T06:55:08.323489image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q15
median8
Q312
95-th percentile12
Maximum18
Range18
Interquartile range (IQR)7

Descriptive statistics

Standard deviation4.3572682
Coefficient of variation (CV)0.55661027
Kurtosis-0.75913429
Mean7.8282209
Median Absolute Deviation (MAD)4
Skewness-0.26497902
Sum2552
Variance18.985786
MonotonicityNot monotonic
2023-12-11T06:55:08.437365image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=16)
ValueCountFrequency (%)
12 99
27.3%
6 65
18.0%
0 34
 
9.4%
11 23
 
6.4%
10 18
 
5.0%
5 15
 
4.1%
3 12
 
3.3%
7 12
 
3.3%
2 9
 
2.5%
9 9
 
2.5%
Other values (6) 30
 
8.3%
(Missing) 36
 
9.9%
ValueCountFrequency (%)
0 34
9.4%
1 5
 
1.4%
2 9
 
2.5%
3 12
 
3.3%
4 9
 
2.5%
5 15
 
4.1%
6 65
18.0%
7 12
 
3.3%
8 7
 
1.9%
9 9
 
2.5%
ValueCountFrequency (%)
18 5
 
1.4%
17 2
 
0.6%
13 2
 
0.6%
12 99
27.3%
11 23
 
6.4%
10 18
 
5.0%
9 9
 
2.5%
8 7
 
1.9%
7 12
 
3.3%
6 65
18.0%

유초등-2학년학생수(명)
Real number (ℝ)

MISSING  ZEROS 

Distinct14
Distinct (%)4.3%
Missing36
Missing (%)9.9%
Infinite0
Infinite (%)0.0%
Mean7.6257669
Minimum0
Maximum18
Zeros35
Zeros (%)9.7%
Negative0
Negative (%)0.0%
Memory size3.3 KiB
2023-12-11T06:55:08.557104image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q15
median7
Q312
95-th percentile12
Maximum18
Range18
Interquartile range (IQR)7

Descriptive statistics

Standard deviation4.3032523
Coefficient of variation (CV)0.5643042
Kurtosis-0.75078605
Mean7.6257669
Median Absolute Deviation (MAD)4
Skewness-0.184701
Sum2486
Variance18.51798
MonotonicityNot monotonic
2023-12-11T06:55:08.673471image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=14)
ValueCountFrequency (%)
12 92
25.4%
6 62
17.1%
0 35
 
9.7%
11 27
 
7.5%
5 24
 
6.6%
10 16
 
4.4%
7 12
 
3.3%
4 12
 
3.3%
3 11
 
3.0%
2 11
 
3.0%
Other values (4) 24
 
6.6%
(Missing) 36
 
9.9%
ValueCountFrequency (%)
0 35
9.7%
1 2
 
0.6%
2 11
 
3.0%
3 11
 
3.0%
4 12
 
3.3%
5 24
 
6.6%
6 62
17.1%
7 12
 
3.3%
8 8
 
2.2%
9 8
 
2.2%
ValueCountFrequency (%)
18 6
 
1.7%
12 92
25.4%
11 27
 
7.5%
10 16
 
4.4%
9 8
 
2.2%
8 8
 
2.2%
7 12
 
3.3%
6 62
17.1%
5 24
 
6.6%
4 12
 
3.3%

유초등-3학년학생수(명)
Real number (ℝ)

MISSING  ZEROS 

Distinct16
Distinct (%)4.9%
Missing36
Missing (%)9.9%
Infinite0
Infinite (%)0.0%
Mean7.3435583
Minimum0
Maximum18
Zeros34
Zeros (%)9.4%
Negative0
Negative (%)0.0%
Memory size3.3 KiB
2023-12-11T06:55:08.808212image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q15
median6
Q312
95-th percentile12
Maximum18
Range18
Interquartile range (IQR)7

Descriptive statistics

Standard deviation4.1840435
Coefficient of variation (CV)0.56975697
Kurtosis-0.78241913
Mean7.3435583
Median Absolute Deviation (MAD)4
Skewness-0.10470643
Sum2394
Variance17.50622
MonotonicityNot monotonic
2023-12-11T06:55:08.935098image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=16)
ValueCountFrequency (%)
12 78
21.5%
6 61
16.9%
0 34
9.4%
11 25
 
6.9%
5 23
 
6.4%
4 22
 
6.1%
8 16
 
4.4%
10 13
 
3.6%
9 13
 
3.6%
2 12
 
3.3%
Other values (6) 29
 
8.0%
(Missing) 36
9.9%
ValueCountFrequency (%)
0 34
9.4%
1 1
 
0.3%
2 12
 
3.3%
3 12
 
3.3%
4 22
 
6.1%
5 23
 
6.4%
6 61
16.9%
7 9
 
2.5%
8 16
 
4.4%
9 13
 
3.6%
ValueCountFrequency (%)
18 4
 
1.1%
15 2
 
0.6%
13 1
 
0.3%
12 78
21.5%
11 25
 
6.9%
10 13
 
3.6%
9 13
 
3.6%
8 16
 
4.4%
7 9
 
2.5%
6 61
16.9%

유초등-4학년학생수(명)
Real number (ℝ)

MISSING  ZEROS 

Distinct15
Distinct (%)4.6%
Missing36
Missing (%)9.9%
Infinite0
Infinite (%)0.0%
Mean7.5828221
Minimum0
Maximum18
Zeros36
Zeros (%)9.9%
Negative0
Negative (%)0.0%
Memory size3.3 KiB
2023-12-11T06:55:09.041059image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q15
median8
Q312
95-th percentile12
Maximum18
Range18
Interquartile range (IQR)7

Descriptive statistics

Standard deviation4.248172
Coefficient of variation (CV)0.56023628
Kurtosis-0.84067339
Mean7.5828221
Median Absolute Deviation (MAD)4
Skewness-0.23581835
Sum2472
Variance18.046966
MonotonicityNot monotonic
2023-12-11T06:55:09.158476image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=15)
ValueCountFrequency (%)
12 82
22.7%
6 55
15.2%
0 36
9.9%
11 32
 
8.8%
4 23
 
6.4%
8 21
 
5.8%
5 18
 
5.0%
3 17
 
4.7%
10 12
 
3.3%
9 8
 
2.2%
Other values (5) 22
 
6.1%
(Missing) 36
9.9%
ValueCountFrequency (%)
0 36
9.9%
1 2
 
0.6%
2 3
 
0.8%
3 17
 
4.7%
4 23
6.4%
5 18
 
5.0%
6 55
15.2%
7 6
 
1.7%
8 21
 
5.8%
9 8
 
2.2%
ValueCountFrequency (%)
18 4
 
1.1%
13 7
 
1.9%
12 82
22.7%
11 32
 
8.8%
10 12
 
3.3%
9 8
 
2.2%
8 21
 
5.8%
7 6
 
1.7%
6 55
15.2%
5 18
 
5.0%

유초등-5학년학생수(명)
Real number (ℝ)

MISSING  ZEROS 

Distinct16
Distinct (%)4.9%
Missing36
Missing (%)9.9%
Infinite0
Infinite (%)0.0%
Mean7.8496933
Minimum0
Maximum18
Zeros36
Zeros (%)9.9%
Negative0
Negative (%)0.0%
Memory size3.3 KiB
2023-12-11T06:55:09.288446image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q16
median8
Q312
95-th percentile12
Maximum18
Range18
Interquartile range (IQR)6

Descriptive statistics

Standard deviation4.3058583
Coefficient of variation (CV)0.54853841
Kurtosis-0.76082101
Mean7.8496933
Median Absolute Deviation (MAD)4
Skewness-0.33881532
Sum2559
Variance18.540415
MonotonicityNot monotonic
2023-12-11T06:55:09.416306image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=16)
ValueCountFrequency (%)
12 101
27.9%
6 65
18.0%
0 36
 
9.9%
11 19
 
5.2%
8 18
 
5.0%
5 18
 
5.0%
7 14
 
3.9%
13 9
 
2.5%
4 9
 
2.5%
9 8
 
2.2%
Other values (6) 29
 
8.0%
(Missing) 36
 
9.9%
ValueCountFrequency (%)
0 36
9.9%
1 8
 
2.2%
2 2
 
0.6%
3 7
 
1.9%
4 9
 
2.5%
5 18
 
5.0%
6 65
18.0%
7 14
 
3.9%
8 18
 
5.0%
9 8
 
2.2%
ValueCountFrequency (%)
18 3
 
0.8%
17 2
 
0.6%
13 9
 
2.5%
12 101
27.9%
11 19
 
5.2%
10 7
 
1.9%
9 8
 
2.2%
8 18
 
5.0%
7 14
 
3.9%
6 65
18.0%

유초등-6학년학생수(명)
Real number (ℝ)

MISSING  ZEROS 

Distinct16
Distinct (%)4.9%
Missing36
Missing (%)9.9%
Infinite0
Infinite (%)0.0%
Mean8.0429448
Minimum0
Maximum18
Zeros34
Zeros (%)9.4%
Negative0
Negative (%)0.0%
Memory size3.3 KiB
2023-12-11T06:55:09.529877image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q16
median8
Q312
95-th percentile12
Maximum18
Range18
Interquartile range (IQR)6

Descriptive statistics

Standard deviation4.341357
Coefficient of variation (CV)0.53977208
Kurtosis-0.7024048
Mean8.0429448
Median Absolute Deviation (MAD)4
Skewness-0.33194806
Sum2622
Variance18.847381
MonotonicityNot monotonic
2023-12-11T06:55:09.655392image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=16)
ValueCountFrequency (%)
12 105
29.0%
6 57
15.7%
0 34
 
9.4%
11 21
 
5.8%
4 20
 
5.5%
7 19
 
5.2%
8 14
 
3.9%
10 11
 
3.0%
5 10
 
2.8%
3 7
 
1.9%
Other values (6) 28
 
7.7%
(Missing) 36
 
9.9%
ValueCountFrequency (%)
0 34
9.4%
1 5
 
1.4%
2 3
 
0.8%
3 7
 
1.9%
4 20
 
5.5%
5 10
 
2.8%
6 57
15.7%
7 19
 
5.2%
8 14
 
3.9%
9 5
 
1.4%
ValueCountFrequency (%)
18 6
 
1.7%
14 2
 
0.6%
13 7
 
1.9%
12 105
29.0%
11 21
 
5.8%
10 11
 
3.0%
9 5
 
1.4%
8 14
 
3.9%
7 19
 
5.2%
6 57
15.7%

유초등-순회학생수(명)
Categorical

IMBALANCE 

Distinct4
Distinct (%)1.1%
Missing0
Missing (%)0.0%
Memory size3.0 KiB
0
324 
<NA>
36 
2
 
1
3
 
1

Length

Max length4
Median length1
Mean length1.2983425
Min length1

Unique

Unique2 ?
Unique (%)0.6%

Sample

1st row0
2nd row0
3rd row0
4th row0
5th row0

Common Values

ValueCountFrequency (%)
0 324
89.5%
<NA> 36
 
9.9%
2 1
 
0.3%
3 1
 
0.3%

Length

2023-12-11T06:55:09.780745image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T06:55:09.910125image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 324
89.5%
na 36
 
9.9%
2 1
 
0.3%
3 1
 
0.3%

유초등-합계학생수(명)
Real number (ℝ)

MISSING  ZEROS 

Distinct77
Distinct (%)23.6%
Missing36
Missing (%)9.9%
Infinite0
Infinite (%)0.0%
Mean52.082822
Minimum0
Maximum103
Zeros20
Zeros (%)5.5%
Negative0
Negative (%)0.0%
Memory size3.3 KiB
2023-12-11T06:55:10.038661image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q135
median55
Q373.75
95-th percentile83
Maximum103
Range103
Interquartile range (IQR)38.75

Descriptive statistics

Standard deviation24.82299
Coefficient of variation (CV)0.47660608
Kurtosis-0.62460617
Mean52.082822
Median Absolute Deviation (MAD)19
Skewness-0.32660031
Sum16979
Variance616.18081
MonotonicityNot monotonic
2023-12-11T06:55:10.159808image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 20
 
5.5%
72 13
 
3.6%
78 12
 
3.3%
76 12
 
3.3%
75 11
 
3.0%
43 11
 
3.0%
74 10
 
2.8%
41 10
 
2.8%
59 9
 
2.5%
39 8
 
2.2%
Other values (67) 210
58.0%
(Missing) 36
 
9.9%
ValueCountFrequency (%)
0 20
5.5%
10 2
 
0.6%
13 2
 
0.6%
14 2
 
0.6%
17 2
 
0.6%
18 2
 
0.6%
19 3
 
0.8%
20 1
 
0.3%
21 5
 
1.4%
22 2
 
0.6%
ValueCountFrequency (%)
103 1
 
0.3%
102 5
1.4%
98 2
 
0.6%
97 2
 
0.6%
91 2
 
0.6%
86 2
 
0.6%
84 1
 
0.3%
83 4
1.1%
82 2
 
0.6%
81 3
0.8%

중등-1학년학생수(명)
Real number (ℝ)

MISSING  ZEROS 

Distinct22
Distinct (%)6.7%
Missing36
Missing (%)9.9%
Infinite0
Infinite (%)0.0%
Mean10.45092
Minimum0
Maximum23
Zeros12
Zeros (%)3.3%
Negative0
Negative (%)0.0%
Memory size3.3 KiB
2023-12-11T06:55:10.269562image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile1
Q16
median12
Q313
95-th percentile18
Maximum23
Range23
Interquartile range (IQR)7

Descriptive statistics

Standard deviation4.7089815
Coefficient of variation (CV)0.45058056
Kurtosis-0.29356278
Mean10.45092
Median Absolute Deviation (MAD)3
Skewness-0.24341285
Sum3407
Variance22.174507
MonotonicityNot monotonic
2023-12-11T06:55:10.369384image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=22)
ValueCountFrequency (%)
12 84
23.2%
6 37
10.2%
10 22
 
6.1%
18 22
 
6.1%
11 22
 
6.1%
5 19
 
5.2%
13 19
 
5.2%
15 13
 
3.6%
0 12
 
3.3%
17 12
 
3.3%
Other values (12) 64
17.7%
(Missing) 36
9.9%
ValueCountFrequency (%)
0 12
 
3.3%
1 6
 
1.7%
2 2
 
0.6%
3 3
 
0.8%
4 8
 
2.2%
5 19
5.2%
6 37
10.2%
7 11
 
3.0%
8 7
 
1.9%
9 6
 
1.7%
ValueCountFrequency (%)
23 1
 
0.3%
21 2
 
0.6%
19 3
 
0.8%
18 22
 
6.1%
17 12
 
3.3%
16 4
 
1.1%
15 13
 
3.6%
14 11
 
3.0%
13 19
 
5.2%
12 84
23.2%

중등-2학년학생수(명)
Real number (ℝ)

MISSING  ZEROS 

Distinct22
Distinct (%)6.7%
Missing36
Missing (%)9.9%
Infinite0
Infinite (%)0.0%
Mean10.601227
Minimum0
Maximum23
Zeros13
Zeros (%)3.6%
Negative0
Negative (%)0.0%
Memory size3.3 KiB
2023-12-11T06:55:10.466624image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile2
Q17
median12
Q313
95-th percentile18
Maximum23
Range23
Interquartile range (IQR)6

Descriptive statistics

Standard deviation4.7009523
Coefficient of variation (CV)0.44343473
Kurtosis-0.1515372
Mean10.601227
Median Absolute Deviation (MAD)3
Skewness-0.25554925
Sum3456
Variance22.098952
MonotonicityNot monotonic
2023-12-11T06:55:10.620766image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=22)
ValueCountFrequency (%)
12 90
24.9%
6 27
 
7.5%
11 27
 
7.5%
18 26
 
7.2%
13 23
 
6.4%
7 17
 
4.7%
5 16
 
4.4%
14 14
 
3.9%
0 13
 
3.6%
9 13
 
3.6%
Other values (12) 60
16.6%
(Missing) 36
 
9.9%
ValueCountFrequency (%)
0 13
3.6%
1 2
 
0.6%
2 4
 
1.1%
3 5
 
1.4%
4 9
 
2.5%
5 16
4.4%
6 27
7.5%
7 17
4.7%
8 6
 
1.7%
9 13
3.6%
ValueCountFrequency (%)
23 2
 
0.6%
20 2
 
0.6%
19 4
 
1.1%
18 26
 
7.2%
17 5
 
1.4%
16 7
 
1.9%
15 6
 
1.7%
14 14
 
3.9%
13 23
 
6.4%
12 90
24.9%

중등-3학년학생수(명)
Real number (ℝ)

MISSING  ZEROS 

Distinct22
Distinct (%)6.7%
Missing36
Missing (%)9.9%
Infinite0
Infinite (%)0.0%
Mean10.59816
Minimum0
Maximum23
Zeros14
Zeros (%)3.9%
Negative0
Negative (%)0.0%
Memory size3.3 KiB
2023-12-11T06:55:10.732082image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile2
Q17
median12
Q313
95-th percentile18
Maximum23
Range23
Interquartile range (IQR)6

Descriptive statistics

Standard deviation4.7756945
Coefficient of variation (CV)0.45061546
Kurtosis-0.17865114
Mean10.59816
Median Absolute Deviation (MAD)3
Skewness-0.17361409
Sum3455
Variance22.807258
MonotonicityNot monotonic
2023-12-11T06:55:11.066015image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=22)
ValueCountFrequency (%)
12 76
21.0%
11 29
 
8.0%
6 27
 
7.5%
18 27
 
7.5%
10 21
 
5.8%
13 20
 
5.5%
7 15
 
4.1%
5 15
 
4.1%
9 15
 
4.1%
0 14
 
3.9%
Other values (12) 67
18.5%
(Missing) 36
9.9%
ValueCountFrequency (%)
0 14
3.9%
1 1
 
0.3%
2 5
 
1.4%
3 1
 
0.3%
4 13
3.6%
5 15
4.1%
6 27
7.5%
7 15
4.1%
8 6
 
1.7%
9 15
4.1%
ValueCountFrequency (%)
23 2
 
0.6%
20 4
 
1.1%
19 4
 
1.1%
18 27
 
7.5%
17 8
 
2.2%
16 7
 
1.9%
15 3
 
0.8%
14 13
 
3.6%
13 20
 
5.5%
12 76
21.0%

중등-순회학생수(명)
Categorical

IMBALANCE 

Distinct6
Distinct (%)1.7%
Missing0
Missing (%)0.0%
Memory size3.0 KiB
0
308 
<NA>
36 
3
 
11
1
 
4
2
 
2

Length

Max length4
Median length1
Mean length1.2983425
Min length1

Unique

Unique1 ?
Unique (%)0.3%

Sample

1st row0
2nd row0
3rd row0
4th row0
5th row0

Common Values

ValueCountFrequency (%)
0 308
85.1%
<NA> 36
 
9.9%
3 11
 
3.0%
1 4
 
1.1%
2 2
 
0.6%
5 1
 
0.3%

Length

2023-12-11T06:55:11.181689image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T06:55:11.281176image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 308
85.1%
na 36
 
9.9%
3 11
 
3.0%
1 4
 
1.1%
2 2
 
0.6%
5 1
 
0.3%

중등-합계학생수(명)
Real number (ℝ)

MISSING  ZEROS 

Distinct48
Distinct (%)14.7%
Missing36
Missing (%)9.9%
Infinite0
Infinite (%)0.0%
Mean31.687117
Minimum0
Maximum61
Zeros12
Zeros (%)3.3%
Negative0
Negative (%)0.0%
Memory size3.3 KiB
2023-12-11T06:55:11.389164image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile10.25
Q121
median35
Q338
95-th percentile53
Maximum61
Range61
Interquartile range (IQR)17

Descriptive statistics

Standard deviation13.217015
Coefficient of variation (CV)0.41711007
Kurtosis-0.15995562
Mean31.687117
Median Absolute Deviation (MAD)7
Skewness-0.375034
Sum10330
Variance174.6895
MonotonicityNot monotonic
2023-12-11T06:55:11.504830image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=48)
ValueCountFrequency (%)
36 47
 
13.0%
37 19
 
5.2%
35 18
 
5.0%
34 17
 
4.7%
17 14
 
3.9%
0 12
 
3.3%
32 12
 
3.3%
47 11
 
3.0%
38 11
 
3.0%
53 10
 
2.8%
Other values (38) 155
42.8%
(Missing) 36
 
9.9%
ValueCountFrequency (%)
0 12
3.3%
3 2
 
0.6%
8 1
 
0.3%
10 2
 
0.6%
11 3
 
0.8%
12 4
 
1.1%
13 6
1.7%
14 4
 
1.1%
15 5
1.4%
16 5
1.4%
ValueCountFrequency (%)
61 2
 
0.6%
60 1
 
0.3%
56 2
 
0.6%
54 7
1.9%
53 10
2.8%
52 3
 
0.8%
51 2
 
0.6%
50 5
1.4%
49 3
 
0.8%
47 11
3.0%

고등-1학년학생수(명)
Real number (ℝ)

MISSING  ZEROS 

Distinct23
Distinct (%)7.1%
Missing36
Missing (%)9.9%
Infinite0
Infinite (%)0.0%
Mean11.466258
Minimum0
Maximum25
Zeros14
Zeros (%)3.9%
Negative0
Negative (%)0.0%
Memory size3.3 KiB
2023-12-11T06:55:11.635183image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile3.25
Q17
median12
Q314
95-th percentile21
Maximum25
Range25
Interquartile range (IQR)7

Descriptive statistics

Standard deviation5.2877591
Coefficient of variation (CV)0.46115823
Kurtosis-0.20592292
Mean11.466258
Median Absolute Deviation (MAD)3
Skewness0.019895511
Sum3738
Variance27.960396
MonotonicityNot monotonic
2023-12-11T06:55:11.772185image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=23)
ValueCountFrequency (%)
14 76
21.0%
7 31
 
8.6%
12 30
 
8.3%
13 18
 
5.0%
10 17
 
4.7%
11 16
 
4.4%
5 16
 
4.4%
8 15
 
4.1%
0 14
 
3.9%
21 14
 
3.9%
Other values (13) 79
21.8%
(Missing) 36
9.9%
ValueCountFrequency (%)
0 14
3.9%
3 3
 
0.8%
4 10
 
2.8%
5 16
4.4%
6 13
3.6%
7 31
8.6%
8 15
4.1%
9 12
 
3.3%
10 17
4.7%
11 16
4.4%
ValueCountFrequency (%)
25 2
 
0.6%
23 1
 
0.3%
22 5
 
1.4%
21 14
3.9%
20 12
3.3%
19 4
 
1.1%
18 7
1.9%
17 5
 
1.4%
16 3
 
0.8%
15 2
 
0.6%

고등-2학년학생수(명)
Real number (ℝ)

MISSING  ZEROS 

Distinct24
Distinct (%)7.4%
Missing36
Missing (%)9.9%
Infinite0
Infinite (%)0.0%
Mean11.552147
Minimum0
Maximum25
Zeros18
Zeros (%)5.0%
Negative0
Negative (%)0.0%
Memory size3.3 KiB
2023-12-11T06:55:11.895903image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q17
median13
Q314
95-th percentile21
Maximum25
Range25
Interquartile range (IQR)7

Descriptive statistics

Standard deviation5.4560097
Coefficient of variation (CV)0.47229399
Kurtosis-0.2448641
Mean11.552147
Median Absolute Deviation (MAD)4
Skewness-0.090244443
Sum3766
Variance29.768042
MonotonicityNot monotonic
2023-12-11T06:55:12.017088image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=24)
ValueCountFrequency (%)
14 84
23.2%
7 31
 
8.6%
13 22
 
6.1%
6 20
 
5.5%
12 19
 
5.2%
0 18
 
5.0%
11 17
 
4.7%
8 16
 
4.4%
20 14
 
3.9%
10 10
 
2.8%
Other values (14) 75
20.7%
(Missing) 36
9.9%
ValueCountFrequency (%)
0 18
5.0%
3 5
 
1.4%
4 7
 
1.9%
5 8
 
2.2%
6 20
5.5%
7 31
8.6%
8 16
4.4%
9 10
 
2.8%
10 10
 
2.8%
11 17
4.7%
ValueCountFrequency (%)
25 2
 
0.6%
24 1
 
0.3%
23 2
 
0.6%
22 4
 
1.1%
21 10
2.8%
20 14
3.9%
19 8
2.2%
18 6
1.7%
17 5
 
1.4%
16 3
 
0.8%

고등-3학년학생수(명)
Real number (ℝ)

MISSING  ZEROS 

Distinct24
Distinct (%)7.4%
Missing36
Missing (%)9.9%
Infinite0
Infinite (%)0.0%
Mean11.282209
Minimum0
Maximum25
Zeros18
Zeros (%)5.0%
Negative0
Negative (%)0.0%
Memory size3.3 KiB
2023-12-11T06:55:12.120829image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q17
median12
Q314
95-th percentile20
Maximum25
Range25
Interquartile range (IQR)7

Descriptive statistics

Standard deviation5.4744264
Coefficient of variation (CV)0.48522648
Kurtosis-0.34911916
Mean11.282209
Median Absolute Deviation (MAD)3
Skewness-0.1367984
Sum3678
Variance29.969344
MonotonicityNot monotonic
2023-12-11T06:55:12.241761image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=24)
ValueCountFrequency (%)
14 50
13.8%
13 38
10.5%
12 25
 
6.9%
7 23
 
6.4%
6 21
 
5.8%
9 19
 
5.2%
20 19
 
5.2%
0 18
 
5.0%
15 18
 
5.0%
8 13
 
3.6%
Other values (14) 82
22.7%
(Missing) 36
9.9%
ValueCountFrequency (%)
0 18
5.0%
1 2
 
0.6%
2 2
 
0.6%
3 8
 
2.2%
4 7
 
1.9%
5 8
 
2.2%
6 21
5.8%
7 23
6.4%
8 13
3.6%
9 19
5.2%
ValueCountFrequency (%)
25 2
 
0.6%
22 3
 
0.8%
21 8
 
2.2%
20 19
 
5.2%
19 9
 
2.5%
18 3
 
0.8%
17 5
 
1.4%
16 3
 
0.8%
15 18
 
5.0%
14 50
13.8%

고등-순회학생수(명)
Real number (ℝ)

MISSING  ZEROS 

Distinct8
Distinct (%)2.5%
Missing36
Missing (%)9.9%
Infinite0
Infinite (%)0.0%
Mean0.49693252
Minimum0
Maximum10
Zeros288
Zeros (%)79.6%
Negative0
Negative (%)0.0%
Memory size3.3 KiB
2023-12-11T06:55:12.365696image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile4
Maximum10
Range10
Interquartile range (IQR)0

Descriptive statistics

Standard deviation1.6110168
Coefficient of variation (CV)3.2419227
Kurtosis17.050172
Mean0.49693252
Median Absolute Deviation (MAD)0
Skewness3.9439549
Sum162
Variance2.5953752
MonotonicityNot monotonic
2023-12-11T06:55:12.490427image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%)
0 288
79.6%
4 9
 
2.5%
3 8
 
2.2%
2 7
 
1.9%
5 6
 
1.7%
10 4
 
1.1%
1 2
 
0.6%
8 2
 
0.6%
(Missing) 36
 
9.9%
ValueCountFrequency (%)
0 288
79.6%
1 2
 
0.6%
2 7
 
1.9%
3 8
 
2.2%
4 9
 
2.5%
5 6
 
1.7%
8 2
 
0.6%
10 4
 
1.1%
ValueCountFrequency (%)
10 4
 
1.1%
8 2
 
0.6%
5 6
 
1.7%
4 9
 
2.5%
3 8
 
2.2%
2 7
 
1.9%
1 2
 
0.6%
0 288
79.6%

고등-합계학생수(명)
Real number (ℝ)

MISSING  ZEROS 

Distinct56
Distinct (%)17.2%
Missing36
Missing (%)9.9%
Infinite0
Infinite (%)0.0%
Mean34.429448
Minimum0
Maximum68
Zeros14
Zeros (%)3.9%
Negative0
Negative (%)0.0%
Memory size3.3 KiB
2023-12-11T06:55:12.624865image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile8
Q122
median37
Q342
95-th percentile61
Maximum68
Range68
Interquartile range (IQR)20

Descriptive statistics

Standard deviation15.403484
Coefficient of variation (CV)0.44739271
Kurtosis-0.21805702
Mean34.429448
Median Absolute Deviation (MAD)9
Skewness-0.18066887
Sum11224
Variance237.26731
MonotonicityNot monotonic
2023-12-11T06:55:12.750135image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
42 22
 
6.1%
37 19
 
5.2%
40 17
 
4.7%
38 17
 
4.7%
41 17
 
4.7%
0 14
 
3.9%
22 14
 
3.9%
20 11
 
3.0%
39 11
 
3.0%
57 10
 
2.8%
Other values (46) 174
48.1%
(Missing) 36
 
9.9%
ValueCountFrequency (%)
0 14
3.9%
4 2
 
0.6%
8 2
 
0.6%
9 2
 
0.6%
10 1
 
0.3%
11 4
 
1.1%
13 2
 
0.6%
14 8
2.2%
16 3
 
0.8%
17 4
 
1.1%
ValueCountFrequency (%)
68 2
 
0.6%
67 4
 
1.1%
64 1
 
0.3%
63 2
 
0.6%
62 2
 
0.6%
61 7
1.9%
59 2
 
0.6%
58 3
 
0.8%
57 10
2.8%
56 4
 
1.1%

전공과학생수(명)
Real number (ℝ)

MISSING  ZEROS 

Distinct48
Distinct (%)14.7%
Missing36
Missing (%)9.9%
Infinite0
Infinite (%)0.0%
Mean22.730061
Minimum0
Maximum69
Zeros82
Zeros (%)22.7%
Negative0
Negative (%)0.0%
Memory size3.3 KiB
2023-12-11T06:55:12.894997image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10.5
median21.5
Q337.5
95-th percentile56
Maximum69
Range69
Interquartile range (IQR)37

Descriptive statistics

Standard deviation18.884283
Coefficient of variation (CV)0.83080651
Kurtosis-0.77329634
Mean22.730061
Median Absolute Deviation (MAD)18
Skewness0.45595368
Sum7410
Variance356.61614
MonotonicityNot monotonic
2023-12-11T06:55:13.029036image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=48)
ValueCountFrequency (%)
0 82
22.7%
14 30
 
8.3%
28 23
 
6.4%
42 16
 
4.4%
26 16
 
4.4%
27 13
 
3.6%
55 9
 
2.5%
15 8
 
2.2%
24 8
 
2.2%
17 6
 
1.7%
Other values (38) 115
31.8%
(Missing) 36
 
9.9%
ValueCountFrequency (%)
0 82
22.7%
2 1
 
0.3%
3 1
 
0.3%
6 4
 
1.1%
11 6
 
1.7%
12 5
 
1.4%
13 6
 
1.7%
14 30
 
8.3%
15 8
 
2.2%
16 6
 
1.7%
ValueCountFrequency (%)
69 2
 
0.6%
64 6
1.7%
63 2
 
0.6%
58 2
 
0.6%
57 1
 
0.3%
56 5
1.4%
55 9
2.5%
54 2
 
0.6%
52 3
 
0.8%
51 4
1.1%

총계사항(명)
Text

MISSING 

Distinct159
Distinct (%)48.8%
Missing36
Missing (%)9.9%
Memory size3.0 KiB
2023-12-11T06:55:13.340077image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length7
Median length6
Mean length5.0490798
Min length2

Characters and Unicode

Total characters1646
Distinct characters12
Distinct categories3 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique53 ?
Unique (%)16.3%

Sample

1st row187
2nd row184
3rd row143
4th row24
5th row52
ValueCountFrequency (%)
179(0 6
 
1.8%
182(0 6
 
1.8%
130(0 6
 
1.8%
126(0 6
 
1.8%
149(0 4
 
1.2%
96(0 4
 
1.2%
189(0 4
 
1.2%
183(0 4
 
1.2%
152(0 4
 
1.2%
122(0 4
 
1.2%
Other values (149) 278
85.3%
2023-12-11T06:55:13.769156image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
0 288
17.5%
( 254
15.4%
) 254
15.4%
1 221
13.4%
2 140
8.5%
8 84
 
5.1%
9 80
 
4.9%
5 79
 
4.8%
7 75
 
4.6%
3 66
 
4.0%
Other values (2) 105
 
6.4%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 1138
69.1%
Open Punctuation 254
 
15.4%
Close Punctuation 254
 
15.4%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
0 288
25.3%
1 221
19.4%
2 140
12.3%
8 84
 
7.4%
9 80
 
7.0%
5 79
 
6.9%
7 75
 
6.6%
3 66
 
5.8%
6 56
 
4.9%
4 49
 
4.3%
Open Punctuation
ValueCountFrequency (%)
( 254
100.0%
Close Punctuation
ValueCountFrequency (%)
) 254
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 1646
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
0 288
17.5%
( 254
15.4%
) 254
15.4%
1 221
13.4%
2 140
8.5%
8 84
 
5.1%
9 80
 
4.9%
5 79
 
4.8%
7 75
 
4.6%
3 66
 
4.0%
Other values (2) 105
 
6.4%

Most occurring blocks

ValueCountFrequency (%)
ASCII 1646
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
0 288
17.5%
( 254
15.4%
) 254
15.4%
1 221
13.4%
2 140
8.5%
8 84
 
5.1%
9 80
 
4.9%
5 79
 
4.8%
7 75
 
4.6%
3 66
 
4.0%
Other values (2) 105
 
6.4%

Sample

기준년도시군명지역교육청명지역명학교명학교급명설립구분명제외여부제외사유유초등-유치원학생수(명)유초등-유치원순회학생수(명)유초등-1학년학생수(명)유초등-2학년학생수(명)유초등-3학년학생수(명)유초등-4학년학생수(명)유초등-5학년학생수(명)유초등-6학년학생수(명)유초등-순회학생수(명)유초등-합계학생수(명)중등-1학년학생수(명)중등-2학년학생수(명)중등-3학년학생수(명)중등-순회학생수(명)중등-합계학생수(명)고등-1학년학생수(명)고등-2학년학생수(명)고등-3학년학생수(명)고등-순회학생수(명)고등-합계학생수(명)전공과학생수(명)총계사항(명)
02020고양시교육부경기도 고양시 일산동구한국경진학교<NA>국립N<NA>9012121212121208113121403914141304126187
12020고양시경기도교육청경기도 고양시 일산서구홀트학교<NA>사립N<NA>2011121212121207315121404114141404228184
22020고양시경기도교육청경기도 고양시 덕양구명현학교<NA>사립N<NA>70101212121213078121210034101380310143
32020고양시경기도교육청경기도 고양시 일산서구밝은학교<NA>사립N<NA>2400000000240000000000024
42020광주시경기도교육청경기도 광주시광주새롬학교<NA>사립N<NA>0066765403411103373013252
52020광주시경기도교육청경기도 광주시인덕학교<NA>사립N<NA>4066666604011990299129030099
62020광주시경기도교육청경기도 광주시동현학교<NA>사립N<NA>102668530314340114640141268
72020광주시경기도교육청경기도 광주시한사랑학교<NA>사립N<NA>240109510980755560166340130104
82020김포시경기도교육청경기도 김포시새솔학교<NA>공립N<NA>841212666606016121504320211205341197
92020남양주시경기도교육청경기도 남양주시경은학교<NA>공립N<NA>5012121213121307911121254014141114041200
기준년도시군명지역교육청명지역명학교명학교급명설립구분명제외여부제외사유유초등-유치원학생수(명)유초등-유치원순회학생수(명)유초등-1학년학생수(명)유초등-2학년학생수(명)유초등-3학년학생수(명)유초등-4학년학생수(명)유초등-5학년학생수(명)유초등-6학년학생수(명)유초등-순회학생수(명)유초등-합계학생수(명)중등-1학년학생수(명)중등-2학년학생수(명)중등-3학년학생수(명)중등-순회학생수(명)중등-합계학생수(명)고등-1학년학생수(명)고등-2학년학생수(명)고등-3학년학생수(명)고등-순회학생수(명)고등-합계학생수(명)전공과학생수(명)총계사항(명)
3522015파주시경기도교육청경기도 파주시자운학교특수학교공립N<NA>10117912121006212121203614141404242182(0)
3532015파주시경기도교육청경기도 파주시새얼학교<NA>사립N<NA>30562109804310131203510141203617131(0)
3542015평택시경기도교육청경기도 평택시에바다학교특수학교사립N<NA>003433330195124021756018058(0)
3552015평택시경기도교육청경기도 평택시에바다학교<NA>사립N<NA>003433330195124021756018058(0)
3562015평택시경기도교육청경기도 평택시동방학교특수학교사립N<NA>6010101213121407710131704014191204528190(0)
3572015평택시경기도교육청경기도 평택시동방학교<NA>사립N<NA>6010101213121407710131704014191204528190(0)
3582015하남시경기도교육청경기도 하남시성광학교<NA>사립N<NA>203285121204412131103614121303916135(0)
3592015하남시경기도교육청경기도 하남시성광학교특수학교사립N<NA>203285121204412131103614121303916135(0)
3602015화성시경기도교육청경기도 화성시해원학교<NA>사립N<NA>1007636650436106022650011076(0)
3612015화성시경기도교육청경기도 화성시해원학교특수학교사립N<NA>1007636650436106022650011076(0)