Overview

Dataset statistics

Number of variables22
Number of observations48
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory9.4 KiB
Average record size in memory199.8 B

Variable types

Numeric14
Categorical8

Dataset

Description특수학급 순회교육 학생수 집계현황
Author경기복지재단(경기도장애인복지종합지원센터)
URLhttps://data.gg.go.kr/portal/data/service/selectServicePage.do?&infId=AB7AFI48HJH7CY7P4USS25178695&infSeq=1

Alerts

순회학급파견가정학생수(명) is highly imbalanced (75.1%)Imbalance
순회학급파견일반학교학생수(명) is highly imbalanced (85.4%)Imbalance
겸임순회교육전체학생수(명) is highly imbalanced (75.1%)Imbalance
겸임순회교육가정학생수(명) is highly imbalanced (85.4%)Imbalance
겸임순회교육시설학생수(명) is highly imbalanced (85.4%)Imbalance
겸임순회교육병원학생수(명) is highly imbalanced (85.4%)Imbalance
겸임순회교육일반학교학생수(명) is highly imbalanced (85.4%)Imbalance
전체병원학생수(명) has 14 (29.2%) zerosZeros
전체일반학교학생수(명) has 27 (56.2%) zerosZeros
순회학급순회시설학생수(명) has 3 (6.2%) zerosZeros
순회학급순회병원학생수(명) has 20 (41.7%) zerosZeros
순회학급순회일반학교학생수(명) has 28 (58.3%) zerosZeros
순회학급파견전체학생수(명) has 20 (41.7%) zerosZeros
순회학급파견시설학생수(명) has 22 (45.8%) zerosZeros
순회학급파견병원학생수(명) has 42 (87.5%) zerosZeros

Reproduction

Analysis started2023-12-10 22:29:32.909277
Analysis finished2023-12-10 22:29:33.101681
Duration0.19 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

기준년도
Real number (ℝ)

Distinct12
Distinct (%)25.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2017.5417
Minimum2012
Maximum2023
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size564.0 B
2023-12-11T07:29:33.155891image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum2012
5-th percentile2012.35
Q12014.75
median2017.5
Q32020.25
95-th percentile2023
Maximum2023
Range11
Interquartile range (IQR)5.5

Descriptive statistics

Standard deviation3.4329959
Coefficient of variation (CV)0.0017015737
Kurtosis-1.2215891
Mean2017.5417
Median Absolute Deviation (MAD)3
Skewness0.029772892
Sum96842
Variance11.785461
MonotonicityDecreasing
2023-12-11T07:29:33.261728image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=12)
ValueCountFrequency (%)
2014 5
10.4%
2023 4
8.3%
2022 4
8.3%
2021 4
8.3%
2020 4
8.3%
2019 4
8.3%
2018 4
8.3%
2017 4
8.3%
2016 4
8.3%
2015 4
8.3%
Other values (2) 7
14.6%
ValueCountFrequency (%)
2012 3
6.2%
2013 4
8.3%
2014 5
10.4%
2015 4
8.3%
2016 4
8.3%
2017 4
8.3%
2018 4
8.3%
2019 4
8.3%
2020 4
8.3%
2021 4
8.3%
ValueCountFrequency (%)
2023 4
8.3%
2022 4
8.3%
2021 4
8.3%
2020 4
8.3%
2019 4
8.3%
2018 4
8.3%
2017 4
8.3%
2016 4
8.3%
2015 4
8.3%
2014 5
10.4%

학교과정명
Categorical

Distinct4
Distinct (%)8.3%
Missing0
Missing (%)0.0%
Memory size516.0 B
고등학교
12 
유치원
12 
중학교
12 
초등학교
12 

Length

Max length4
Median length3.5
Mean length3.5
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row고등학교
2nd row유치원
3rd row중학교
4th row초등학교
5th row고등학교

Common Values

ValueCountFrequency (%)
고등학교 12
25.0%
유치원 12
25.0%
중학교 12
25.0%
초등학교 12
25.0%

Length

2023-12-11T07:29:33.379117image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T07:29:33.474127image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
고등학교 12
25.0%
유치원 12
25.0%
중학교 12
25.0%
초등학교 12
25.0%

전체학생수(명)
Real number (ℝ)

Distinct45
Distinct (%)93.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean198.75
Minimum8
Maximum462
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size564.0 B
2023-12-11T07:29:33.591623image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum8
5-th percentile24.15
Q1102.25
median217.5
Q3257.75
95-th percentile385.45
Maximum462
Range454
Interquartile range (IQR)155.5

Descriptive statistics

Standard deviation116.11962
Coefficient of variation (CV)0.58424966
Kurtosis-0.41708995
Mean198.75
Median Absolute Deviation (MAD)68
Skewness0.069180269
Sum9540
Variance13483.766
MonotonicityNot monotonic
2023-12-11T07:29:33.744667image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=45)
ValueCountFrequency (%)
167 2
 
4.2%
233 2
 
4.2%
56 2
 
4.2%
462 1
 
2.1%
292 1
 
2.1%
290 1
 
2.1%
246 1
 
2.1%
33 1
 
2.1%
240 1
 
2.1%
326 1
 
2.1%
Other values (35) 35
72.9%
ValueCountFrequency (%)
8 1
2.1%
9 1
2.1%
21 1
2.1%
30 1
2.1%
33 1
2.1%
37 1
2.1%
46 1
2.1%
50 1
2.1%
54 1
2.1%
56 2
4.2%
ValueCountFrequency (%)
462 1
2.1%
454 1
2.1%
397 1
2.1%
364 1
2.1%
328 1
2.1%
326 1
2.1%
316 1
2.1%
292 1
2.1%
290 1
2.1%
281 1
2.1%

전체가정학생수(명)
Real number (ℝ)

Distinct44
Distinct (%)91.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean212.39583
Minimum11
Maximum623
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size564.0 B
2023-12-11T07:29:33.870881image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum11
5-th percentile30.55
Q175.25
median136.5
Q3332.75
95-th percentile540.85
Maximum623
Range612
Interquartile range (IQR)257.5

Descriptive statistics

Standard deviation177.18985
Coefficient of variation (CV)0.83424355
Kurtosis-0.57760776
Mean212.39583
Median Absolute Deviation (MAD)92
Skewness0.77985194
Sum10195
Variance31396.244
MonotonicityNot monotonic
2023-12-11T07:29:34.009053image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=44)
ValueCountFrequency (%)
306 2
 
4.2%
86 2
 
4.2%
39 2
 
4.2%
331 2
 
4.2%
409 1
 
2.1%
338 1
 
2.1%
51 1
 
2.1%
327 1
 
2.1%
476 1
 
2.1%
384 1
 
2.1%
Other values (34) 34
70.8%
ValueCountFrequency (%)
11 1
2.1%
12 1
2.1%
26 1
2.1%
39 2
4.2%
43 1
2.1%
46 1
2.1%
47 1
2.1%
48 1
2.1%
51 1
2.1%
53 1
2.1%
ValueCountFrequency (%)
623 1
2.1%
615 1
2.1%
551 1
2.1%
522 1
2.1%
476 1
2.1%
447 1
2.1%
437 1
2.1%
413 1
2.1%
409 1
2.1%
384 1
2.1%

전체시설학생수(명)
Real number (ℝ)

Distinct40
Distinct (%)83.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean98.666667
Minimum1
Maximum292
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size564.0 B
2023-12-11T07:29:34.198225image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile6.35
Q126.75
median97
Q3150.5
95-th percentile226.05
Maximum292
Range291
Interquartile range (IQR)123.75

Descriptive statistics

Standard deviation78.213383
Coefficient of variation (CV)0.79270321
Kurtosis-0.48367999
Mean98.666667
Median Absolute Deviation (MAD)62
Skewness0.5174796
Sum4736
Variance6117.3333
MonotonicityNot monotonic
2023-12-11T07:29:34.342634image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=40)
ValueCountFrequency (%)
9 4
 
8.3%
10 2
 
4.2%
215 2
 
4.2%
103 2
 
4.2%
149 2
 
4.2%
31 2
 
4.2%
2 1
 
2.1%
175 1
 
2.1%
168 1
 
2.1%
173 1
 
2.1%
Other values (30) 30
62.5%
ValueCountFrequency (%)
1 1
 
2.1%
2 1
 
2.1%
6 1
 
2.1%
7 1
 
2.1%
8 1
 
2.1%
9 4
8.3%
10 2
4.2%
14 1
 
2.1%
31 2
4.2%
33 1
 
2.1%
ValueCountFrequency (%)
292 1
2.1%
275 1
2.1%
232 1
2.1%
215 2
4.2%
201 1
2.1%
175 1
2.1%
173 1
2.1%
168 1
2.1%
157 1
2.1%
156 1
2.1%

전체병원학생수(명)
Real number (ℝ)

ZEROS 

Distinct9
Distinct (%)18.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.2916667
Minimum0
Maximum8
Zeros14
Zeros (%)29.2%
Negative0
Negative (%)0.0%
Memory size564.0 B
2023-12-11T07:29:34.490961image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median2
Q33.25
95-th percentile6.65
Maximum8
Range8
Interquartile range (IQR)3.25

Descriptive statistics

Standard deviation2.2117513
Coefficient of variation (CV)0.96512786
Kurtosis-0.14137412
Mean2.2916667
Median Absolute Deviation (MAD)2
Skewness0.80773144
Sum110
Variance4.891844
MonotonicityNot monotonic
2023-12-11T07:29:34.653029image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=9)
ValueCountFrequency (%)
0 14
29.2%
3 9
18.8%
1 8
16.7%
2 5
 
10.4%
4 4
 
8.3%
5 3
 
6.2%
6 2
 
4.2%
7 2
 
4.2%
8 1
 
2.1%
ValueCountFrequency (%)
0 14
29.2%
1 8
16.7%
2 5
 
10.4%
3 9
18.8%
4 4
 
8.3%
5 3
 
6.2%
6 2
 
4.2%
7 2
 
4.2%
8 1
 
2.1%
ValueCountFrequency (%)
8 1
 
2.1%
7 2
 
4.2%
6 2
 
4.2%
5 3
 
6.2%
4 4
 
8.3%
3 9
18.8%
2 5
 
10.4%
1 8
16.7%
0 14
29.2%

전체일반학교학생수(명)
Real number (ℝ)

ZEROS 

Distinct8
Distinct (%)16.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.4375
Minimum0
Maximum18
Zeros27
Zeros (%)56.2%
Negative0
Negative (%)0.0%
Memory size564.0 B
2023-12-11T07:29:34.785153image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q31
95-th percentile5.95
Maximum18
Range18
Interquartile range (IQR)1

Descriptive statistics

Standard deviation3.5364741
Coefficient of variation (CV)2.4601559
Kurtosis15.553993
Mean1.4375
Median Absolute Deviation (MAD)0
Skewness3.8889681
Sum69
Variance12.506649
MonotonicityNot monotonic
2023-12-11T07:29:34.920037image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%)
0 27
56.2%
1 12
25.0%
2 3
 
6.2%
3 2
 
4.2%
7 1
 
2.1%
4 1
 
2.1%
18 1
 
2.1%
16 1
 
2.1%
ValueCountFrequency (%)
0 27
56.2%
1 12
25.0%
2 3
 
6.2%
3 2
 
4.2%
4 1
 
2.1%
7 1
 
2.1%
16 1
 
2.1%
18 1
 
2.1%
ValueCountFrequency (%)
18 1
 
2.1%
16 1
 
2.1%
7 1
 
2.1%
4 1
 
2.1%
3 2
 
4.2%
2 3
 
6.2%
1 12
25.0%
0 27
56.2%

순회학급순회전체학생수(명)
Real number (ℝ)

Distinct41
Distinct (%)85.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean184.75
Minimum5
Maximum379
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size564.0 B
2023-12-11T07:29:35.389188image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum5
5-th percentile13.35
Q1102.25
median202.5
Q3248.25
95-th percentile351.65
Maximum379
Range374
Interquartile range (IQR)146

Descriptive statistics

Standard deviation103.11623
Coefficient of variation (CV)0.55813928
Kurtosis-0.70365726
Mean184.75
Median Absolute Deviation (MAD)53.5
Skewness-0.2197045
Sum8868
Variance10632.957
MonotonicityNot monotonic
2023-12-11T07:29:35.516117image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=41)
ValueCountFrequency (%)
194 3
 
6.2%
167 2
 
4.2%
6 2
 
4.2%
249 2
 
4.2%
56 2
 
4.2%
379 2
 
4.2%
236 1
 
2.1%
237 1
 
2.1%
27 1
 
2.1%
218 1
 
2.1%
Other values (31) 31
64.6%
ValueCountFrequency (%)
5 1
2.1%
6 2
4.2%
27 1
2.1%
30 1
2.1%
33 1
2.1%
46 1
2.1%
50 1
2.1%
54 1
2.1%
56 2
4.2%
67 1
2.1%
ValueCountFrequency (%)
379 2
4.2%
359 1
2.1%
338 1
2.1%
324 1
2.1%
283 1
2.1%
278 1
2.1%
274 1
2.1%
268 1
2.1%
252 1
2.1%
249 2
4.2%

순회학급순회가정학생수(명)
Real number (ℝ)

Distinct39
Distinct (%)81.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean96
Minimum3
Maximum200
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size564.0 B
2023-12-11T07:29:35.664617image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum3
5-th percentile7.8
Q168
median92
Q3125.25
95-th percentile189.6
Maximum200
Range197
Interquartile range (IQR)57.25

Descriptive statistics

Standard deviation53.232929
Coefficient of variation (CV)0.55450967
Kurtosis-0.52851973
Mean96
Median Absolute Deviation (MAD)32
Skewness0.19130236
Sum4608
Variance2833.7447
MonotonicityNot monotonic
2023-12-11T07:29:35.803512image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=39)
ValueCountFrequency (%)
92 3
 
6.2%
103 3
 
6.2%
3 2
 
4.2%
87 2
 
4.2%
86 2
 
4.2%
39 2
 
4.2%
83 2
 
4.2%
105 1
 
2.1%
13 1
 
2.1%
157 1
 
2.1%
Other values (29) 29
60.4%
ValueCountFrequency (%)
3 2
4.2%
5 1
2.1%
13 1
2.1%
18 1
2.1%
23 1
2.1%
39 2
4.2%
46 1
2.1%
47 1
2.1%
48 1
2.1%
53 1
2.1%
ValueCountFrequency (%)
200 1
2.1%
197 1
2.1%
191 1
2.1%
187 1
2.1%
175 1
2.1%
168 1
2.1%
160 1
2.1%
158 1
2.1%
157 1
2.1%
155 1
2.1%

순회학급순회시설학생수(명)
Real number (ℝ)

ZEROS 

Distinct39
Distinct (%)81.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean85.666667
Minimum0
Maximum210
Zeros3
Zeros (%)6.2%
Negative0
Negative (%)0.0%
Memory size564.0 B
2023-12-11T07:29:35.960460image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile2.1
Q126.75
median94
Q3127.5
95-th percentile190.75
Maximum210
Range210
Interquartile range (IQR)100.75

Descriptive statistics

Standard deviation62.401696
Coefficient of variation (CV)0.72842446
Kurtosis-1.0550675
Mean85.666667
Median Absolute Deviation (MAD)48.5
Skewness0.16666509
Sum4112
Variance3893.9716
MonotonicityNot monotonic
2023-12-11T07:29:36.079677image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=39)
ValueCountFrequency (%)
9 4
 
8.3%
0 3
 
6.2%
127 3
 
6.2%
31 2
 
4.2%
10 2
 
4.2%
196 1
 
2.1%
97 1
 
2.1%
126 1
 
2.1%
140 1
 
2.1%
166 1
 
2.1%
Other values (29) 29
60.4%
ValueCountFrequency (%)
0 3
6.2%
6 1
 
2.1%
7 1
 
2.1%
9 4
8.3%
10 2
4.2%
14 1
 
2.1%
31 2
4.2%
33 1
 
2.1%
43 1
 
2.1%
51 1
 
2.1%
ValueCountFrequency (%)
210 1
2.1%
207 1
2.1%
196 1
2.1%
181 1
2.1%
166 1
2.1%
161 1
2.1%
160 1
2.1%
145 1
2.1%
140 1
2.1%
137 1
2.1%

순회학급순회병원학생수(명)
Real number (ℝ)

ZEROS 

Distinct8
Distinct (%)16.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.6875
Minimum0
Maximum7
Zeros20
Zeros (%)41.7%
Negative0
Negative (%)0.0%
Memory size564.0 B
2023-12-11T07:29:36.198549image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median1
Q33
95-th percentile5.65
Maximum7
Range7
Interquartile range (IQR)3

Descriptive statistics

Standard deviation1.9258184
Coefficient of variation (CV)1.1412257
Kurtosis0.27280504
Mean1.6875
Median Absolute Deviation (MAD)1
Skewness1.025414
Sum81
Variance3.7087766
MonotonicityNot monotonic
2023-12-11T07:29:36.325996image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%)
0 20
41.7%
3 9
18.8%
1 7
 
14.6%
2 5
 
10.4%
6 2
 
4.2%
4 2
 
4.2%
5 2
 
4.2%
7 1
 
2.1%
ValueCountFrequency (%)
0 20
41.7%
1 7
 
14.6%
2 5
 
10.4%
3 9
18.8%
4 2
 
4.2%
5 2
 
4.2%
6 2
 
4.2%
7 1
 
2.1%
ValueCountFrequency (%)
7 1
 
2.1%
6 2
 
4.2%
5 2
 
4.2%
4 2
 
4.2%
3 9
18.8%
2 5
 
10.4%
1 7
 
14.6%
0 20
41.7%

순회학급순회일반학교학생수(명)
Real number (ℝ)

ZEROS 

Distinct8
Distinct (%)16.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.3958333
Minimum0
Maximum17
Zeros28
Zeros (%)58.3%
Negative0
Negative (%)0.0%
Memory size564.0 B
2023-12-11T07:29:36.433270image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q31
95-th percentile5.95
Maximum17
Range17
Interquartile range (IQR)1

Descriptive statistics

Standard deviation3.4440178
Coefficient of variation (CV)2.4673561
Kurtosis15.000696
Mean1.3958333
Median Absolute Deviation (MAD)0
Skewness3.8261593
Sum67
Variance11.861259
MonotonicityNot monotonic
2023-12-11T07:29:36.555828image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%)
0 28
58.3%
1 11
 
22.9%
2 3
 
6.2%
3 2
 
4.2%
7 1
 
2.1%
4 1
 
2.1%
17 1
 
2.1%
16 1
 
2.1%
ValueCountFrequency (%)
0 28
58.3%
1 11
 
22.9%
2 3
 
6.2%
3 2
 
4.2%
4 1
 
2.1%
7 1
 
2.1%
16 1
 
2.1%
17 1
 
2.1%
ValueCountFrequency (%)
17 1
 
2.1%
16 1
 
2.1%
7 1
 
2.1%
4 1
 
2.1%
3 2
 
4.2%
2 3
 
6.2%
1 11
 
22.9%
0 28
58.3%

순회학급파견전체학생수(명)
Real number (ℝ)

ZEROS 

Distinct22
Distinct (%)45.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean13.875
Minimum0
Maximum85
Zeros20
Zeros (%)41.7%
Negative0
Negative (%)0.0%
Memory size564.0 B
2023-12-11T07:29:36.676031image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median4
Q315.25
95-th percentile77.6
Maximum85
Range85
Interquartile range (IQR)15.25

Descriptive statistics

Standard deviation23.401787
Coefficient of variation (CV)1.6866153
Kurtosis3.4618111
Mean13.875
Median Absolute Deviation (MAD)4
Skewness2.110481
Sum666
Variance547.64362
MonotonicityNot monotonic
2023-12-11T07:29:36.809011image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=22)
ValueCountFrequency (%)
0 20
41.7%
4 3
 
6.2%
16 2
 
4.2%
9 2
 
4.2%
7 2
 
4.2%
5 2
 
4.2%
2 2
 
4.2%
19 1
 
2.1%
79 1
 
2.1%
26 1
 
2.1%
Other values (12) 12
25.0%
ValueCountFrequency (%)
0 20
41.7%
2 2
 
4.2%
3 1
 
2.1%
4 3
 
6.2%
5 2
 
4.2%
7 2
 
4.2%
9 2
 
4.2%
12 1
 
2.1%
13 1
 
2.1%
14 1
 
2.1%
ValueCountFrequency (%)
85 1
2.1%
80 1
2.1%
79 1
2.1%
75 1
2.1%
59 1
2.1%
45 1
2.1%
29 1
2.1%
26 1
2.1%
22 1
2.1%
19 1
2.1%

순회학급파견가정학생수(명)
Categorical

IMBALANCE 

Distinct3
Distinct (%)6.2%
Missing0
Missing (%)0.0%
Memory size516.0 B
0
45 
6
 
2
4
 
1

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique1 ?
Unique (%)2.1%

Sample

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

Common Values

ValueCountFrequency (%)
0 45
93.8%
6 2
 
4.2%
4 1
 
2.1%

Length

2023-12-11T07:29:36.918542image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T07:29:37.024435image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 45
93.8%
6 2
 
4.2%
4 1
 
2.1%

순회학급파견시설학생수(명)
Real number (ℝ)

ZEROS 

Distinct23
Distinct (%)47.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean12.9375
Minimum0
Maximum80
Zeros22
Zeros (%)45.8%
Negative0
Negative (%)0.0%
Memory size564.0 B
2023-12-11T07:29:37.112639image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median2
Q314.5
95-th percentile74.5
Maximum80
Range80
Interquartile range (IQR)14.5

Descriptive statistics

Standard deviation22.439902
Coefficient of variation (CV)1.7344852
Kurtosis3.5051023
Mean12.9375
Median Absolute Deviation (MAD)2
Skewness2.1066688
Sum621
Variance503.5492
MonotonicityNot monotonic
2023-12-11T07:29:37.231570image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=23)
ValueCountFrequency (%)
0 22
45.8%
16 2
 
4.2%
9 2
 
4.2%
2 2
 
4.2%
3 2
 
4.2%
8 1
 
2.1%
79 1
 
2.1%
26 1
 
2.1%
68 1
 
2.1%
29 1
 
2.1%
Other values (13) 13
27.1%
ValueCountFrequency (%)
0 22
45.8%
1 1
 
2.1%
2 2
 
4.2%
3 2
 
4.2%
4 1
 
2.1%
5 1
 
2.1%
7 1
 
2.1%
8 1
 
2.1%
9 2
 
4.2%
12 1
 
2.1%
ValueCountFrequency (%)
80 1
2.1%
79 1
2.1%
78 1
2.1%
68 1
2.1%
51 1
2.1%
45 1
2.1%
29 1
2.1%
26 1
2.1%
22 1
2.1%
19 1
2.1%

순회학급파견병원학생수(명)
Real number (ℝ)

ZEROS 

Distinct7
Distinct (%)14.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.58333333
Minimum0
Maximum8
Zeros42
Zeros (%)87.5%
Negative0
Negative (%)0.0%
Memory size564.0 B
2023-12-11T07:29:37.341613image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile4.65
Maximum8
Range8
Interquartile range (IQR)0

Descriptive statistics

Standard deviation1.7725247
Coefficient of variation (CV)3.0386138
Kurtosis9.7218289
Mean0.58333333
Median Absolute Deviation (MAD)0
Skewness3.2054919
Sum28
Variance3.141844
MonotonicityNot monotonic
2023-12-11T07:29:37.448465image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=7)
ValueCountFrequency (%)
0 42
87.5%
4 1
 
2.1%
5 1
 
2.1%
1 1
 
2.1%
7 1
 
2.1%
8 1
 
2.1%
3 1
 
2.1%
ValueCountFrequency (%)
0 42
87.5%
1 1
 
2.1%
3 1
 
2.1%
4 1
 
2.1%
5 1
 
2.1%
7 1
 
2.1%
8 1
 
2.1%
ValueCountFrequency (%)
8 1
 
2.1%
7 1
 
2.1%
5 1
 
2.1%
4 1
 
2.1%
3 1
 
2.1%
1 1
 
2.1%
0 42
87.5%

순회학급파견일반학교학생수(명)
Categorical

IMBALANCE 

Distinct2
Distinct (%)4.2%
Missing0
Missing (%)0.0%
Memory size516.0 B
0
47 
1
 
1

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique1 ?
Unique (%)2.1%

Sample

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

Common Values

ValueCountFrequency (%)
0 47
97.9%
1 1
 
2.1%

Length

2023-12-11T07:29:37.595062image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T07:29:37.713971image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 47
97.9%
1 1
 
2.1%

겸임순회교육전체학생수(명)
Categorical

IMBALANCE 

Distinct3
Distinct (%)6.2%
Missing0
Missing (%)0.0%
Memory size516.0 B
0
45 
1
 
2
4
 
1

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique1 ?
Unique (%)2.1%

Sample

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

Common Values

ValueCountFrequency (%)
0 45
93.8%
1 2
 
4.2%
4 1
 
2.1%

Length

2023-12-11T07:29:37.828038image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T07:29:37.969272image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 45
93.8%
1 2
 
4.2%
4 1
 
2.1%

겸임순회교육가정학생수(명)
Categorical

IMBALANCE 

Distinct2
Distinct (%)4.2%
Missing0
Missing (%)0.0%
Memory size516.0 B
0
47 
1
 
1

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique1 ?
Unique (%)2.1%

Sample

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

Common Values

ValueCountFrequency (%)
0 47
97.9%
1 1
 
2.1%

Length

2023-12-11T07:29:38.079462image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T07:29:38.177988image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 47
97.9%
1 1
 
2.1%

겸임순회교육시설학생수(명)
Categorical

IMBALANCE 

Distinct2
Distinct (%)4.2%
Missing0
Missing (%)0.0%
Memory size516.0 B
0
47 
3
 
1

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique1 ?
Unique (%)2.1%

Sample

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

Common Values

ValueCountFrequency (%)
0 47
97.9%
3 1
 
2.1%

Length

2023-12-11T07:29:38.263693image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T07:29:38.345649image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 47
97.9%
3 1
 
2.1%

겸임순회교육병원학생수(명)
Categorical

IMBALANCE 

Distinct2
Distinct (%)4.2%
Missing0
Missing (%)0.0%
Memory size516.0 B
0
47 
1
 
1

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique1 ?
Unique (%)2.1%

Sample

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

Common Values

ValueCountFrequency (%)
0 47
97.9%
1 1
 
2.1%

Length

2023-12-11T07:29:38.430488image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T07:29:38.520750image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 47
97.9%
1 1
 
2.1%

겸임순회교육일반학교학생수(명)
Categorical

IMBALANCE 

Distinct2
Distinct (%)4.2%
Missing0
Missing (%)0.0%
Memory size516.0 B
0
47 
1
 
1

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique1 ?
Unique (%)2.1%

Sample

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

Common Values

ValueCountFrequency (%)
0 47
97.9%
1 1
 
2.1%

Length

2023-12-11T07:29:38.611161image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T07:29:38.695570image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 47
97.9%
1 1
 
2.1%

Sample

기준년도학교과정명전체학생수(명)전체가정학생수(명)전체시설학생수(명)전체병원학생수(명)전체일반학교학생수(명)순회학급순회전체학생수(명)순회학급순회가정학생수(명)순회학급순회시설학생수(명)순회학급순회병원학생수(명)순회학급순회일반학교학생수(명)순회학급파견전체학생수(명)순회학급파견가정학생수(명)순회학급파견시설학생수(명)순회학급파견병원학생수(명)순회학급파견일반학교학생수(명)겸임순회교육전체학생수(명)겸임순회교육가정학생수(명)겸임순회교육시설학생수(명)겸임순회교육병원학생수(명)겸임순회교육일반학교학생수(명)
02023고등학교167105602016710560200000000000
12023유치원564790056479000000000000
22023중학교1148231101148231100000000000
32023초등학교233200330023320033000000000000
42022고등학교1679271311679271310000000000
52022유치원67531400675314000000000000
62022중학교1279531101279531100000000000
72022초등학교247197430724719743070000000000
82021고등학교195100913119510091310000000000
92021유치원503991150399110000000000
기준년도학교과정명전체학생수(명)전체가정학생수(명)전체시설학생수(명)전체병원학생수(명)전체일반학교학생수(명)순회학급순회전체학생수(명)순회학급순회가정학생수(명)순회학급순회시설학생수(명)순회학급순회병원학생수(명)순회학급순회일반학교학생수(명)순회학급파견전체학생수(명)순회학급파견가정학생수(명)순회학급파견시설학생수(명)순회학급파견병원학생수(명)순회학급파견일반학교학생수(명)겸임순회교육전체학생수(명)겸임순회교육가정학생수(명)겸임순회교육시설학생수(명)겸임순회교육병원학생수(명)겸임순회교육일반학교학생수(명)
382014유치원21268716500115087000000
392014중학교222305139002038312000190190000000
402014초등학교3975512328333815418103590518000000
412013고등학교316413215312369713531800800000000
422013유치원912132530024013000000
432013중학교244331156102158712710290290000000
442013초등학교454615275018379155207017756680100000
452012유치원811230630302020000000
462012중학교275378155116249103129116260260000000
472012초등학교4626232927237916021072790790041300