Overview

Dataset statistics

Number of variables39
Number of observations36
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory12.4 KiB
Average record size in memory353.7 B

Variable types

Numeric17
Categorical22

Dataset

Description특수교육지원센터 배치 인력 집계현황
Author경기복지재단(경기도장애인복지종합지원센터)
URLhttps://data.gg.go.kr/portal/data/service/selectServicePage.do?&infId=A114N11YCR4QQ8EYTNWG25261230&infSeq=1

Alerts

초등일반교사인원수(명) has constant value ""Constant
중등일반교사인원수(명) has constant value ""Constant
재활복지교사1정인원수(명) has constant value ""Constant
치료교육교사전체인원수(명) has constant value ""Constant
치료교육교사1정인원수(명) has constant value ""Constant
치료교육교사2정인원수(명) has constant value ""Constant
치료교육교사준교사인원수(명) has constant value ""Constant
직업교사준교사인원수(명) has constant value ""Constant
직업교사실기교사인원수(명) has constant value ""Constant
이료교사전체인원수(명) has constant value ""Constant
이료교사1정인원수(명) has constant value ""Constant
이료교사2정인원수(명) has constant value ""Constant
이료교사준교사인원수(명) has constant value ""Constant
재활복지교사2정인원수(명) is highly imbalanced (60.4%)Imbalance
재활복지교사준교사인원수(명) is highly imbalanced (77.0%)Imbalance
재활복지교사실기교사인원수(명) is highly imbalanced (61.4%)Imbalance
직업교사전체인원수(명) is highly imbalanced (62.6%)Imbalance
직업교사1정인원수(명) is highly imbalanced (62.6%)Imbalance
직업교사2정인원수(명) is highly imbalanced (62.6%)Imbalance
총배치인력인원수(명) has 10 (27.8%) zerosZeros
교사전체인원수(명) has 12 (33.3%) zerosZeros
유치원전체인원수(명) has 18 (50.0%) zerosZeros
유치원특수1정인원수(명) has 24 (66.7%) zerosZeros
유치원특수2정인원수(명) has 19 (52.8%) zerosZeros
초등전체인원수(명) has 13 (36.1%) zerosZeros
초등특수1정인원수(명) has 21 (58.3%) zerosZeros
초등특수2정인원수(명) has 14 (38.9%) zerosZeros
중등전체인원수(명) has 15 (41.7%) zerosZeros
중등특수1정인원수(명) has 21 (58.3%) zerosZeros
중등특수2정인원수(명) has 16 (44.4%) zerosZeros
재활복지교사전체인원수(명) has 30 (83.3%) zerosZeros
일반직행정직인원수(전체)(명) has 25 (69.4%) zerosZeros
기타전체인원수(명) has 23 (63.9%) zerosZeros
기타치료사인원수(명) has 23 (63.9%) zerosZeros
기타인원수(명) has 23 (63.9%) zerosZeros

Reproduction

Analysis started2023-12-10 22:53:52.165121
Analysis finished2023-12-10 22:53:52.523050
Duration0.36 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

기준년도
Real number (ℝ)

Distinct12
Distinct (%)33.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2017.5
Minimum2012
Maximum2023
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size456.0 B
2023-12-11T07:53:52.578048image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

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

Descriptive statistics

Standard deviation3.5010203
Coefficient of variation (CV)0.001735326
Kurtosis-1.217232
Mean2017.5
Median Absolute Deviation (MAD)3
Skewness0
Sum72630
Variance12.257143
MonotonicityDecreasing
2023-12-11T07:53:52.707737image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=12)
ValueCountFrequency (%)
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%
ValueCountFrequency (%)
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%
ValueCountFrequency (%)
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%

고용형태명
Categorical

Distinct3
Distinct (%)8.3%
Missing0
Missing (%)0.0%
Memory size420.0 B
비정규
12 
정규
12 
파견
12 

Length

Max length3
Median length2
Mean length2.3333333
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row비정규
2nd row정규
3rd row파견
4th row비정규
5th row정규

Common Values

ValueCountFrequency (%)
비정규 12
33.3%
정규 12
33.3%
파견 12
33.3%

Length

2023-12-11T07:53:52.839695image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T07:53:52.968506image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
비정규 12
33.3%
정규 12
33.3%
파견 12
33.3%

총배치인력인원수(명)
Real number (ℝ)

ZEROS 

Distinct26
Distinct (%)72.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean93.333333
Minimum0
Maximum357
Zeros10
Zeros (%)27.8%
Negative0
Negative (%)0.0%
Memory size456.0 B
2023-12-11T07:53:53.120478image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median72
Q3138.5
95-th percentile302.75
Maximum357
Range357
Interquartile range (IQR)138.5

Descriptive statistics

Standard deviation98.335577
Coefficient of variation (CV)1.0535955
Kurtosis1.0540108
Mean93.333333
Median Absolute Deviation (MAD)69.5
Skewness1.2021892
Sum3360
Variance9669.8857
MonotonicityNot monotonic
2023-12-11T07:53:53.275976image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=26)
ValueCountFrequency (%)
0 10
27.8%
53 2
 
5.6%
103 1
 
2.8%
74 1
 
2.8%
225 1
 
2.8%
54 1
 
2.8%
237 1
 
2.8%
114 1
 
2.8%
50 1
 
2.8%
117 1
 
2.8%
Other values (16) 16
44.4%
ValueCountFrequency (%)
0 10
27.8%
2 1
 
2.8%
3 1
 
2.8%
50 1
 
2.8%
53 2
 
5.6%
54 1
 
2.8%
60 1
 
2.8%
70 1
 
2.8%
74 1
 
2.8%
85 1
 
2.8%
ValueCountFrequency (%)
357 1
2.8%
344 1
2.8%
289 1
2.8%
237 1
2.8%
225 1
2.8%
167 1
2.8%
146 1
2.8%
141 1
2.8%
140 1
2.8%
138 1
2.8%

교사전체인원수(명)
Real number (ℝ)

ZEROS 

Distinct20
Distinct (%)55.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean53.25
Minimum0
Maximum357
Zeros12
Zeros (%)33.3%
Negative0
Negative (%)0.0%
Memory size456.0 B
2023-12-11T07:53:53.436549image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median28
Q353.25
95-th percentile301.75
Maximum357
Range357
Interquartile range (IQR)53.25

Descriptive statistics

Standard deviation91.565862
Coefficient of variation (CV)1.7195467
Kurtosis5.8378081
Mean53.25
Median Absolute Deviation (MAD)28
Skewness2.5398703
Sum1917
Variance8384.3071
MonotonicityNot monotonic
2023-12-11T07:53:53.593400image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=20)
ValueCountFrequency (%)
0 12
33.3%
29 4
 
11.1%
53 2
 
5.6%
2 2
 
5.6%
23 1
 
2.8%
54 1
 
2.8%
26 1
 
2.8%
50 1
 
2.8%
60 1
 
2.8%
31 1
 
2.8%
Other values (10) 10
27.8%
ValueCountFrequency (%)
0 12
33.3%
2 2
 
5.6%
3 1
 
2.8%
23 1
 
2.8%
26 1
 
2.8%
27 1
 
2.8%
29 4
 
11.1%
31 1
 
2.8%
33 1
 
2.8%
50 1
 
2.8%
ValueCountFrequency (%)
357 1
2.8%
343 1
2.8%
288 1
2.8%
167 1
2.8%
85 1
2.8%
74 1
2.8%
70 1
2.8%
60 1
2.8%
54 1
2.8%
53 2
5.6%

유치원전체인원수(명)
Real number (ℝ)

ZEROS 

Distinct13
Distinct (%)36.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean13.611111
Minimum0
Maximum84
Zeros18
Zeros (%)50.0%
Negative0
Negative (%)0.0%
Memory size456.0 B
2023-12-11T07:53:53.734487image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0.5
Q323
95-th percentile70.75
Maximum84
Range84
Interquartile range (IQR)23

Descriptive statistics

Standard deviation22.408261
Coefficient of variation (CV)1.6463212
Kurtosis4.17911
Mean13.611111
Median Absolute Deviation (MAD)0.5
Skewness2.1050086
Sum490
Variance502.13016
MonotonicityNot monotonic
2023-12-11T07:53:53.867437image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=13)
ValueCountFrequency (%)
0 18
50.0%
22 3
 
8.3%
23 2
 
5.6%
5 2
 
5.6%
24 2
 
5.6%
2 2
 
5.6%
84 1
 
2.8%
82 1
 
2.8%
1 1
 
2.8%
67 1
 
2.8%
Other values (3) 3
 
8.3%
ValueCountFrequency (%)
0 18
50.0%
1 1
 
2.8%
2 2
 
5.6%
5 2
 
5.6%
22 3
 
8.3%
23 2
 
5.6%
24 2
 
5.6%
25 1
 
2.8%
27 1
 
2.8%
30 1
 
2.8%
ValueCountFrequency (%)
84 1
 
2.8%
82 1
 
2.8%
67 1
 
2.8%
30 1
 
2.8%
27 1
 
2.8%
25 1
 
2.8%
24 2
5.6%
23 2
5.6%
22 3
8.3%
5 2
5.6%

유치원특수1정인원수(명)
Real number (ℝ)

ZEROS 

Distinct9
Distinct (%)25.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3.9166667
Minimum0
Maximum50
Zeros24
Zeros (%)66.7%
Negative0
Negative (%)0.0%
Memory size456.0 B
2023-12-11T07:53:53.995976image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q31
95-th percentile28.75
Maximum50
Range50
Interquartile range (IQR)1

Descriptive statistics

Standard deviation10.824245
Coefficient of variation (CV)2.7636371
Kurtosis10.645725
Mean3.9166667
Median Absolute Deviation (MAD)0
Skewness3.2723076
Sum141
Variance117.16429
MonotonicityNot monotonic
2023-12-11T07:53:54.151592image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=9)
ValueCountFrequency (%)
0 24
66.7%
1 5
 
13.9%
50 1
 
2.8%
34 1
 
2.8%
27 1
 
2.8%
3 1
 
2.8%
15 1
 
2.8%
5 1
 
2.8%
2 1
 
2.8%
ValueCountFrequency (%)
0 24
66.7%
1 5
 
13.9%
2 1
 
2.8%
3 1
 
2.8%
5 1
 
2.8%
15 1
 
2.8%
27 1
 
2.8%
34 1
 
2.8%
50 1
 
2.8%
ValueCountFrequency (%)
50 1
 
2.8%
34 1
 
2.8%
27 1
 
2.8%
15 1
 
2.8%
5 1
 
2.8%
3 1
 
2.8%
2 1
 
2.8%
1 5
 
13.9%
0 24
66.7%

유치원특수2정인원수(명)
Real number (ℝ)

ZEROS 

Distinct12
Distinct (%)33.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean9.25
Minimum0
Maximum48
Zeros19
Zeros (%)52.8%
Negative0
Negative (%)0.0%
Memory size456.0 B
2023-12-11T07:53:54.267041image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q321
95-th percentile35.5
Maximum48
Range48
Interquartile range (IQR)21

Descriptive statistics

Standard deviation13.187386
Coefficient of variation (CV)1.4256633
Kurtosis1.0231202
Mean9.25
Median Absolute Deviation (MAD)0
Skewness1.3178305
Sum333
Variance173.90714
MonotonicityNot monotonic
2023-12-11T07:53:54.406282image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=12)
ValueCountFrequency (%)
0 19
52.8%
21 6
 
16.7%
19 2
 
5.6%
34 1
 
2.8%
48 1
 
2.8%
40 1
 
2.8%
15 1
 
2.8%
3 1
 
2.8%
4 1
 
2.8%
1 1
 
2.8%
Other values (2) 2
 
5.6%
ValueCountFrequency (%)
0 19
52.8%
1 1
 
2.8%
2 1
 
2.8%
3 1
 
2.8%
4 1
 
2.8%
15 1
 
2.8%
19 2
 
5.6%
21 6
 
16.7%
22 1
 
2.8%
34 1
 
2.8%
ValueCountFrequency (%)
48 1
 
2.8%
40 1
 
2.8%
34 1
 
2.8%
22 1
 
2.8%
21 6
16.7%
19 2
 
5.6%
15 1
 
2.8%
4 1
 
2.8%
3 1
 
2.8%
2 1
 
2.8%

유치원일반교사인원수(명)
Categorical

Distinct4
Distinct (%)11.1%
Missing0
Missing (%)0.0%
Memory size420.0 B
0
28 
1
3 
3
3 
2
 
2

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
0 28
77.8%
1 3
 
8.3%
3 3
 
8.3%
2 2
 
5.6%

Length

2023-12-11T07:53:54.535399image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T07:53:54.675130image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 28
77.8%
1 3
 
8.3%
3 3
 
8.3%
2 2
 
5.6%

초등전체인원수(명)
Real number (ℝ)

ZEROS 

Distinct16
Distinct (%)44.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean20.972222
Minimum0
Maximum152
Zeros13
Zeros (%)36.1%
Negative0
Negative (%)0.0%
Memory size456.0 B
2023-12-11T07:53:54.807281image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median2
Q328
95-th percentile118.25
Maximum152
Range152
Interquartile range (IQR)28

Descriptive statistics

Standard deviation38.82156
Coefficient of variation (CV)1.8510942
Kurtosis5.2695474
Mean20.972222
Median Absolute Deviation (MAD)2
Skewness2.3929053
Sum755
Variance1507.1135
MonotonicityNot monotonic
2023-12-11T07:53:54.939626image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=16)
ValueCountFrequency (%)
0 13
36.1%
1 4
 
11.1%
2 3
 
8.3%
26 2
 
5.6%
28 2
 
5.6%
5 2
 
5.6%
4 1
 
2.8%
3 1
 
2.8%
32 1
 
2.8%
33 1
 
2.8%
Other values (6) 6
16.7%
ValueCountFrequency (%)
0 13
36.1%
1 4
 
11.1%
2 3
 
8.3%
3 1
 
2.8%
4 1
 
2.8%
5 2
 
5.6%
26 2
 
5.6%
28 2
 
5.6%
32 1
 
2.8%
33 1
 
2.8%
ValueCountFrequency (%)
152 1
2.8%
140 1
2.8%
111 1
2.8%
72 1
2.8%
45 1
2.8%
35 1
2.8%
33 1
2.8%
32 1
2.8%
28 2
5.6%
26 2
5.6%

초등특수1정인원수(명)
Real number (ℝ)

ZEROS 

Distinct13
Distinct (%)36.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean12.472222
Minimum0
Maximum97
Zeros21
Zeros (%)58.3%
Negative0
Negative (%)0.0%
Memory size456.0 B
2023-12-11T07:53:55.072808image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q318.25
95-th percentile70.25
Maximum97
Range97
Interquartile range (IQR)18.25

Descriptive statistics

Standard deviation23.633495
Coefficient of variation (CV)1.8948904
Kurtosis5.3670109
Mean12.472222
Median Absolute Deviation (MAD)0
Skewness2.3708234
Sum449
Variance558.54206
MonotonicityNot monotonic
2023-12-11T07:53:55.179282image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=13)
ValueCountFrequency (%)
0 21
58.3%
1 3
 
8.3%
18 2
 
5.6%
97 1
 
2.8%
77 1
 
2.8%
68 1
 
2.8%
44 1
 
2.8%
25 1
 
2.8%
21 1
 
2.8%
22 1
 
2.8%
Other values (3) 3
 
8.3%
ValueCountFrequency (%)
0 21
58.3%
1 3
 
8.3%
17 1
 
2.8%
18 2
 
5.6%
19 1
 
2.8%
20 1
 
2.8%
21 1
 
2.8%
22 1
 
2.8%
25 1
 
2.8%
44 1
 
2.8%
ValueCountFrequency (%)
97 1
2.8%
77 1
2.8%
68 1
2.8%
44 1
2.8%
25 1
2.8%
22 1
2.8%
21 1
2.8%
20 1
2.8%
19 1
2.8%
18 2
5.6%

초등특수2정인원수(명)
Real number (ℝ)

ZEROS 

Distinct16
Distinct (%)44.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean8.5
Minimum0
Maximum63
Zeros14
Zeros (%)38.9%
Negative0
Negative (%)0.0%
Memory size456.0 B
2023-12-11T07:53:55.283721image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median1
Q39
95-th percentile46
Maximum63
Range63
Interquartile range (IQR)9

Descriptive statistics

Standard deviation15.430026
Coefficient of variation (CV)1.8152972
Kurtosis5.8045113
Mean8.5
Median Absolute Deviation (MAD)1
Skewness2.484931
Sum306
Variance238.08571
MonotonicityNot monotonic
2023-12-11T07:53:55.424256image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=16)
ValueCountFrequency (%)
0 14
38.9%
1 5
 
13.9%
8 2
 
5.6%
9 2
 
5.6%
5 2
 
5.6%
17 1
 
2.8%
3 1
 
2.8%
10 1
 
2.8%
4 1
 
2.8%
12 1
 
2.8%
Other values (6) 6
16.7%
ValueCountFrequency (%)
0 14
38.9%
1 5
 
13.9%
2 1
 
2.8%
3 1
 
2.8%
4 1
 
2.8%
5 2
 
5.6%
8 2
 
5.6%
9 2
 
5.6%
10 1
 
2.8%
12 1
 
2.8%
ValueCountFrequency (%)
63 1
2.8%
55 1
2.8%
43 1
2.8%
28 1
2.8%
20 1
2.8%
17 1
2.8%
12 1
2.8%
10 1
2.8%
9 2
5.6%
8 2
5.6%

초등일반교사인원수(명)
Categorical

CONSTANT 

Distinct1
Distinct (%)2.8%
Missing0
Missing (%)0.0%
Memory size420.0 B
0
36 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
0 36
100.0%

Length

2023-12-11T07:53:55.585348image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T07:53:55.694958image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 36
100.0%

중등전체인원수(명)
Real number (ℝ)

ZEROS 

Distinct16
Distinct (%)44.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean16.055556
Minimum0
Maximum110
Zeros15
Zeros (%)41.7%
Negative0
Negative (%)0.0%
Memory size456.0 B
2023-12-11T07:53:56.007641image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median1
Q313.25
95-th percentile101.75
Maximum110
Range110
Interquartile range (IQR)13.25

Descriptive statistics

Standard deviation30.802546
Coefficient of variation (CV)1.9184977
Kurtosis4.571014
Mean16.055556
Median Absolute Deviation (MAD)1
Skewness2.3201958
Sum578
Variance948.79683
MonotonicityNot monotonic
2023-12-11T07:53:56.102576image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=16)
ValueCountFrequency (%)
0 15
41.7%
1 5
 
13.9%
4 2
 
5.6%
110 2
 
5.6%
33 1
 
2.8%
10 1
 
2.8%
11 1
 
2.8%
12 1
 
2.8%
17 1
 
2.8%
26 1
 
2.8%
Other values (6) 6
 
16.7%
ValueCountFrequency (%)
0 15
41.7%
1 5
 
13.9%
2 1
 
2.8%
4 2
 
5.6%
5 1
 
2.8%
10 1
 
2.8%
11 1
 
2.8%
12 1
 
2.8%
17 1
 
2.8%
26 1
 
2.8%
ValueCountFrequency (%)
110 2
5.6%
99 1
2.8%
59 1
2.8%
36 1
2.8%
35 1
2.8%
33 1
2.8%
26 1
2.8%
17 1
2.8%
12 1
2.8%
11 1
2.8%

중등특수1정인원수(명)
Real number (ℝ)

ZEROS 

Distinct12
Distinct (%)33.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean8.75
Minimum0
Maximum74
Zeros21
Zeros (%)58.3%
Negative0
Negative (%)0.0%
Memory size456.0 B
2023-12-11T07:53:56.195378image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q38.25
95-th percentile54.25
Maximum74
Range74
Interquartile range (IQR)8.25

Descriptive statistics

Standard deviation18.385359
Coefficient of variation (CV)2.1011839
Kurtosis6.0530031
Mean8.75
Median Absolute Deviation (MAD)0
Skewness2.5847946
Sum315
Variance338.02143
MonotonicityNot monotonic
2023-12-11T07:53:56.331179image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=12)
ValueCountFrequency (%)
0 21
58.3%
8 3
 
8.3%
1 2
 
5.6%
9 2
 
5.6%
74 1
 
2.8%
64 1
 
2.8%
51 1
 
2.8%
37 1
 
2.8%
2 1
 
2.8%
21 1
 
2.8%
Other values (2) 2
 
5.6%
ValueCountFrequency (%)
0 21
58.3%
1 2
 
5.6%
2 1
 
2.8%
8 3
 
8.3%
9 2
 
5.6%
10 1
 
2.8%
12 1
 
2.8%
21 1
 
2.8%
37 1
 
2.8%
51 1
 
2.8%
ValueCountFrequency (%)
74 1
 
2.8%
64 1
 
2.8%
51 1
 
2.8%
37 1
 
2.8%
21 1
 
2.8%
12 1
 
2.8%
10 1
 
2.8%
9 2
5.6%
8 3
8.3%
2 1
 
2.8%

중등특수2정인원수(명)
Real number (ℝ)

ZEROS 

Distinct13
Distinct (%)36.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean7.3055556
Minimum0
Maximum48
Zeros16
Zeros (%)44.4%
Negative0
Negative (%)0.0%
Memory size456.0 B
2023-12-11T07:53:56.442776image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median1
Q35
95-th percentile38.5
Maximum48
Range48
Interquartile range (IQR)5

Descriptive statistics

Standard deviation13.162326
Coefficient of variation (CV)1.8016872
Kurtosis3.4459932
Mean7.3055556
Median Absolute Deviation (MAD)1
Skewness2.0606866
Sum263
Variance173.24683
MonotonicityNot monotonic
2023-12-11T07:53:56.561428image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=13)
ValueCountFrequency (%)
0 16
44.4%
2 4
 
11.1%
1 4
 
11.1%
4 3
 
8.3%
36 1
 
2.8%
46 1
 
2.8%
48 1
 
2.8%
22 1
 
2.8%
14 1
 
2.8%
24 1
 
2.8%
Other values (3) 3
 
8.3%
ValueCountFrequency (%)
0 16
44.4%
1 4
 
11.1%
2 4
 
11.1%
4 3
 
8.3%
8 1
 
2.8%
14 1
 
2.8%
16 1
 
2.8%
22 1
 
2.8%
24 1
 
2.8%
25 1
 
2.8%
ValueCountFrequency (%)
48 1
 
2.8%
46 1
 
2.8%
36 1
 
2.8%
25 1
 
2.8%
24 1
 
2.8%
22 1
 
2.8%
16 1
 
2.8%
14 1
 
2.8%
8 1
 
2.8%
4 3
8.3%

중등일반교사인원수(명)
Categorical

CONSTANT 

Distinct1
Distinct (%)2.8%
Missing0
Missing (%)0.0%
Memory size420.0 B
0
36 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
0 36
100.0%

Length

2023-12-11T07:53:56.684201image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T07:53:56.783844image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 36
100.0%

재활복지교사전체인원수(명)
Real number (ℝ)

ZEROS 

Distinct6
Distinct (%)16.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.5277778
Minimum0
Maximum17
Zeros30
Zeros (%)83.3%
Negative0
Negative (%)0.0%
Memory size456.0 B
2023-12-11T07:53:56.943628image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile14
Maximum17
Range17
Interquartile range (IQR)0

Descriptive statistics

Standard deviation4.4496299
Coefficient of variation (CV)2.912485
Kurtosis8.1672969
Mean1.5277778
Median Absolute Deviation (MAD)0
Skewness3.0398341
Sum55
Variance19.799206
MonotonicityNot monotonic
2023-12-11T07:53:57.070263image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=6)
ValueCountFrequency (%)
0 30
83.3%
17 2
 
5.6%
1 1
 
2.8%
5 1
 
2.8%
13 1
 
2.8%
2 1
 
2.8%
ValueCountFrequency (%)
0 30
83.3%
1 1
 
2.8%
2 1
 
2.8%
5 1
 
2.8%
13 1
 
2.8%
17 2
 
5.6%
ValueCountFrequency (%)
17 2
 
5.6%
13 1
 
2.8%
5 1
 
2.8%
2 1
 
2.8%
1 1
 
2.8%
0 30
83.3%

재활복지교사1정인원수(명)
Categorical

CONSTANT 

Distinct1
Distinct (%)2.8%
Missing0
Missing (%)0.0%
Memory size420.0 B
0
36 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
0 36
100.0%

Length

2023-12-11T07:53:57.214277image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T07:53:57.308252image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 36
100.0%

재활복지교사2정인원수(명)
Categorical

IMBALANCE 

Distinct4
Distinct (%)11.1%
Missing0
Missing (%)0.0%
Memory size420.0 B
0
31 
1
 
2
2
 
2
4
 
1

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique1 ?
Unique (%)2.8%

Sample

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

Common Values

ValueCountFrequency (%)
0 31
86.1%
1 2
 
5.6%
2 2
 
5.6%
4 1
 
2.8%

Length

2023-12-11T07:53:57.421337image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T07:53:57.539191image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 31
86.1%
1 2
 
5.6%
2 2
 
5.6%
4 1
 
2.8%

재활복지교사준교사인원수(명)
Categorical

IMBALANCE 

Distinct3
Distinct (%)8.3%
Missing0
Missing (%)0.0%
Memory size420.0 B
0
34 
10
 
1
14
 
1

Length

Max length2
Median length1
Mean length1.0555556
Min length1

Unique

Unique2 ?
Unique (%)5.6%

Sample

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

Common Values

ValueCountFrequency (%)
0 34
94.4%
10 1
 
2.8%
14 1
 
2.8%

Length

2023-12-11T07:53:57.659671image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T07:53:57.774220image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 34
94.4%
10 1
 
2.8%
14 1
 
2.8%

재활복지교사실기교사인원수(명)
Categorical

IMBALANCE 

Distinct4
Distinct (%)11.1%
Missing0
Missing (%)0.0%
Memory size420.0 B
0
31 
1
 
3
2
 
1
16
 
1

Length

Max length2
Median length1
Mean length1.0277778
Min length1

Unique

Unique2 ?
Unique (%)5.6%

Sample

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

Common Values

ValueCountFrequency (%)
0 31
86.1%
1 3
 
8.3%
2 1
 
2.8%
16 1
 
2.8%

Length

2023-12-11T07:53:57.887413image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T07:53:58.011770image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 31
86.1%
1 3
 
8.3%
2 1
 
2.8%
16 1
 
2.8%

치료교육교사전체인원수(명)
Categorical

CONSTANT 

Distinct1
Distinct (%)2.8%
Missing0
Missing (%)0.0%
Memory size420.0 B
0
36 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
0 36
100.0%

Length

2023-12-11T07:53:58.131436image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T07:53:58.241614image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 36
100.0%

치료교육교사1정인원수(명)
Categorical

CONSTANT 

Distinct1
Distinct (%)2.8%
Missing0
Missing (%)0.0%
Memory size420.0 B
0
36 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
0 36
100.0%

Length

2023-12-11T07:53:58.355705image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T07:53:58.484571image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 36
100.0%

치료교육교사2정인원수(명)
Categorical

CONSTANT 

Distinct1
Distinct (%)2.8%
Missing0
Missing (%)0.0%
Memory size420.0 B
0
36 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
0 36
100.0%

Length

2023-12-11T07:53:58.578925image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T07:53:58.681419image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 36
100.0%

치료교육교사준교사인원수(명)
Categorical

CONSTANT 

Distinct1
Distinct (%)2.8%
Missing0
Missing (%)0.0%
Memory size420.0 B
0
36 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
0 36
100.0%

Length

2023-12-11T07:53:58.778847image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T07:53:58.877382image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 36
100.0%

직업교사전체인원수(명)
Categorical

IMBALANCE 

Distinct3
Distinct (%)8.3%
Missing0
Missing (%)0.0%
Memory size420.0 B
0
32 
11
 
3
6
 
1

Length

Max length2
Median length1
Mean length1.0833333
Min length1

Unique

Unique1 ?
Unique (%)2.8%

Sample

1st row0
2nd row11
3rd row0
4th row0
5th row11

Common Values

ValueCountFrequency (%)
0 32
88.9%
11 3
 
8.3%
6 1
 
2.8%

Length

2023-12-11T07:53:59.006022image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T07:53:59.134098image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 32
88.9%
11 3
 
8.3%
6 1
 
2.8%

직업교사1정인원수(명)
Categorical

IMBALANCE 

Distinct3
Distinct (%)8.3%
Missing0
Missing (%)0.0%
Memory size420.0 B
0
32 
9
 
3
3
 
1

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique1 ?
Unique (%)2.8%

Sample

1st row0
2nd row9
3rd row0
4th row0
5th row9

Common Values

ValueCountFrequency (%)
0 32
88.9%
9 3
 
8.3%
3 1
 
2.8%

Length

2023-12-11T07:53:59.273002image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T07:53:59.399495image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 32
88.9%
9 3
 
8.3%
3 1
 
2.8%

직업교사2정인원수(명)
Categorical

IMBALANCE 

Distinct3
Distinct (%)8.3%
Missing0
Missing (%)0.0%
Memory size420.0 B
0
32 
2
 
3
3
 
1

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique1 ?
Unique (%)2.8%

Sample

1st row0
2nd row2
3rd row0
4th row0
5th row2

Common Values

ValueCountFrequency (%)
0 32
88.9%
2 3
 
8.3%
3 1
 
2.8%

Length

2023-12-11T07:53:59.535398image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T07:53:59.663720image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 32
88.9%
2 3
 
8.3%
3 1
 
2.8%

직업교사준교사인원수(명)
Categorical

CONSTANT 

Distinct1
Distinct (%)2.8%
Missing0
Missing (%)0.0%
Memory size420.0 B
0
36 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
0 36
100.0%

Length

2023-12-11T07:53:59.797899image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T07:53:59.910343image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 36
100.0%

직업교사실기교사인원수(명)
Categorical

CONSTANT 

Distinct1
Distinct (%)2.8%
Missing0
Missing (%)0.0%
Memory size420.0 B
0
36 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
0 36
100.0%

Length

2023-12-11T07:54:00.036727image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T07:54:00.169853image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 36
100.0%

이료교사전체인원수(명)
Categorical

CONSTANT 

Distinct1
Distinct (%)2.8%
Missing0
Missing (%)0.0%
Memory size420.0 B
0
36 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
0 36
100.0%

Length

2023-12-11T07:54:00.296440image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T07:54:00.428171image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 36
100.0%

이료교사1정인원수(명)
Categorical

CONSTANT 

Distinct1
Distinct (%)2.8%
Missing0
Missing (%)0.0%
Memory size420.0 B
0
36 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
0 36
100.0%

Length

2023-12-11T07:54:00.540645image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T07:54:00.642352image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 36
100.0%

이료교사2정인원수(명)
Categorical

CONSTANT 

Distinct1
Distinct (%)2.8%
Missing0
Missing (%)0.0%
Memory size420.0 B
0
36 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
0 36
100.0%

Length

2023-12-11T07:54:00.759553image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T07:54:00.868903image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 36
100.0%

이료교사준교사인원수(명)
Categorical

CONSTANT 

Distinct1
Distinct (%)2.8%
Missing0
Missing (%)0.0%
Memory size420.0 B
0
36 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
0 36
100.0%

Length

2023-12-11T07:54:01.018710image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T07:54:01.107788image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 36
100.0%

일반직행정직인원수(전체)(명)
Real number (ℝ)

ZEROS 

Distinct9
Distinct (%)25.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.8333333
Minimum0
Maximum26
Zeros25
Zeros (%)69.4%
Negative0
Negative (%)0.0%
Memory size456.0 B
2023-12-11T07:54:01.196951image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q32
95-th percentile15.25
Maximum26
Range26
Interquartile range (IQR)2

Descriptive statistics

Standard deviation5.8382972
Coefficient of variation (CV)2.0605755
Kurtosis6.8103328
Mean2.8333333
Median Absolute Deviation (MAD)0
Skewness2.5260436
Sum102
Variance34.085714
MonotonicityNot monotonic
2023-12-11T07:54:01.345746image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=9)
ValueCountFrequency (%)
0 25
69.4%
6 2
 
5.6%
1 2
 
5.6%
9 2
 
5.6%
5 1
 
2.8%
26 1
 
2.8%
8 1
 
2.8%
15 1
 
2.8%
16 1
 
2.8%
ValueCountFrequency (%)
0 25
69.4%
1 2
 
5.6%
5 1
 
2.8%
6 2
 
5.6%
8 1
 
2.8%
9 2
 
5.6%
15 1
 
2.8%
16 1
 
2.8%
26 1
 
2.8%
ValueCountFrequency (%)
26 1
 
2.8%
16 1
 
2.8%
15 1
 
2.8%
9 2
 
5.6%
8 1
 
2.8%
6 2
 
5.6%
5 1
 
2.8%
1 2
 
5.6%
0 25
69.4%

기타전체인원수(명)
Real number (ℝ)

ZEROS 

Distinct11
Distinct (%)30.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean40.111111
Minimum0
Maximum196
Zeros23
Zeros (%)63.9%
Negative0
Negative (%)0.0%
Memory size456.0 B
2023-12-11T07:54:01.448881image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q394.75
95-th percentile129.75
Maximum196
Range196
Interquartile range (IQR)94.75

Descriptive statistics

Standard deviation58.584141
Coefficient of variation (CV)1.4605465
Kurtosis0.50718981
Mean40.111111
Median Absolute Deviation (MAD)0
Skewness1.1961504
Sum1444
Variance3432.1016
MonotonicityNot monotonic
2023-12-11T07:54:01.552346image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=11)
ValueCountFrequency (%)
0 23
63.9%
97 2
 
5.6%
105 2
 
5.6%
109 2
 
5.6%
94 1
 
2.8%
87 1
 
2.8%
100 1
 
2.8%
80 1
 
2.8%
73 1
 
2.8%
192 1
 
2.8%
ValueCountFrequency (%)
0 23
63.9%
73 1
 
2.8%
80 1
 
2.8%
87 1
 
2.8%
94 1
 
2.8%
97 2
 
5.6%
100 1
 
2.8%
105 2
 
5.6%
109 2
 
5.6%
192 1
 
2.8%
ValueCountFrequency (%)
196 1
2.8%
192 1
2.8%
109 2
5.6%
105 2
5.6%
100 1
2.8%
97 2
5.6%
94 1
2.8%
87 1
2.8%
80 1
2.8%
73 1
2.8%

기타치료사인원수(명)
Real number (ℝ)

ZEROS 

Distinct9
Distinct (%)25.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean22.722222
Minimum0
Maximum166
Zeros23
Zeros (%)63.9%
Negative0
Negative (%)0.0%
Memory size456.0 B
2023-12-11T07:54:01.653789image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q344
95-th percentile75.25
Maximum166
Range166
Interquartile range (IQR)44

Descriptive statistics

Standard deviation39.529093
Coefficient of variation (CV)1.7396667
Kurtosis6.4716388
Mean22.722222
Median Absolute Deviation (MAD)0
Skewness2.409643
Sum818
Variance1562.5492
MonotonicityNot monotonic
2023-12-11T07:54:01.783030image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=9)
ValueCountFrequency (%)
0 23
63.9%
48 4
 
11.1%
44 3
 
8.3%
45 1
 
2.8%
43 1
 
2.8%
50 1
 
2.8%
39 1
 
2.8%
151 1
 
2.8%
166 1
 
2.8%
ValueCountFrequency (%)
0 23
63.9%
39 1
 
2.8%
43 1
 
2.8%
44 3
 
8.3%
45 1
 
2.8%
48 4
 
11.1%
50 1
 
2.8%
151 1
 
2.8%
166 1
 
2.8%
ValueCountFrequency (%)
166 1
 
2.8%
151 1
 
2.8%
50 1
 
2.8%
48 4
 
11.1%
45 1
 
2.8%
44 3
 
8.3%
43 1
 
2.8%
39 1
 
2.8%
0 23
63.9%

기타사회복무요원인원수(명)
Categorical

Distinct4
Distinct (%)11.1%
Missing0
Missing (%)0.0%
Memory size420.0 B
0
25 
1
6 
2
4 
3
 
1

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique1 ?
Unique (%)2.8%

Sample

1st row1
2nd row1
3rd row0
4th row3
5th row0

Common Values

ValueCountFrequency (%)
0 25
69.4%
1 6
 
16.7%
2 4
 
11.1%
3 1
 
2.8%

Length

2023-12-11T07:54:01.914184image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T07:54:02.015515image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 25
69.4%
1 6
 
16.7%
2 4
 
11.1%
3 1
 
2.8%

기타인원수(명)
Real number (ℝ)

ZEROS 

Distinct12
Distinct (%)33.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean16.916667
Minimum0
Maximum64
Zeros23
Zeros (%)63.9%
Negative0
Negative (%)0.0%
Memory size456.0 B
2023-12-11T07:54:02.115969image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q339.25
95-th percentile56.5
Maximum64
Range64
Interquartile range (IQR)39.25

Descriptive statistics

Standard deviation23.756353
Coefficient of variation (CV)1.4043164
Kurtosis-1.1038793
Mean16.916667
Median Absolute Deviation (MAD)0
Skewness0.83528622
Sum609
Variance564.36429
MonotonicityNot monotonic
2023-12-11T07:54:02.248097image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=12)
ValueCountFrequency (%)
0 23
63.9%
52 2
 
5.6%
29 2
 
5.6%
46 1
 
2.8%
55 1
 
2.8%
64 1
 
2.8%
37 1
 
2.8%
54 1
 
2.8%
61 1
 
2.8%
51 1
 
2.8%
Other values (2) 2
 
5.6%
ValueCountFrequency (%)
0 23
63.9%
29 2
 
5.6%
37 1
 
2.8%
39 1
 
2.8%
40 1
 
2.8%
46 1
 
2.8%
51 1
 
2.8%
52 2
 
5.6%
54 1
 
2.8%
55 1
 
2.8%
ValueCountFrequency (%)
64 1
2.8%
61 1
2.8%
55 1
2.8%
54 1
2.8%
52 2
5.6%
51 1
2.8%
46 1
2.8%
40 1
2.8%
39 1
2.8%
37 1
2.8%

Sample

기준년도고용형태명총배치인력인원수(명)교사전체인원수(명)유치원전체인원수(명)유치원특수1정인원수(명)유치원특수2정인원수(명)유치원일반교사인원수(명)초등전체인원수(명)초등특수1정인원수(명)초등특수2정인원수(명)초등일반교사인원수(명)중등전체인원수(명)중등특수1정인원수(명)중등특수2정인원수(명)중등일반교사인원수(명)재활복지교사전체인원수(명)재활복지교사1정인원수(명)재활복지교사2정인원수(명)재활복지교사준교사인원수(명)재활복지교사실기교사인원수(명)치료교육교사전체인원수(명)치료교육교사1정인원수(명)치료교육교사2정인원수(명)치료교육교사준교사인원수(명)직업교사전체인원수(명)직업교사1정인원수(명)직업교사2정인원수(명)직업교사준교사인원수(명)직업교사실기교사인원수(명)이료교사전체인원수(명)이료교사1정인원수(명)이료교사2정인원수(명)이료교사준교사인원수(명)일반직행정직인원수(전체)(명)기타전체인원수(명)기타치료사인원수(명)기타사회복무요원인원수(명)기타인원수(명)
02023비정규103000000000000000000000000000000069744152
12023정규35735784503401529755011074360000000000119200000069744152
22023파견0000000000000000000000000000000000000
32022비정규99000000000000000000000000000000059445346
42022정규34434382344801407763011064460000000000119200000010000
52022파견3300001100202000000000000000000000000
62021비정규1072110000001100000000000000000000010548255
72021정규2892886727400111684309951480000000000119200000010000
82021파견0000000000000000000000000000000000000
92020비정규1382923319110105140000000000000000000010943264
기준년도고용형태명총배치인력인원수(명)교사전체인원수(명)유치원전체인원수(명)유치원특수1정인원수(명)유치원특수2정인원수(명)유치원일반교사인원수(명)초등전체인원수(명)초등특수1정인원수(명)초등특수2정인원수(명)초등일반교사인원수(명)중등전체인원수(명)중등특수1정인원수(명)중등특수2정인원수(명)중등일반교사인원수(명)재활복지교사전체인원수(명)재활복지교사1정인원수(명)재활복지교사2정인원수(명)재활복지교사준교사인원수(명)재활복지교사실기교사인원수(명)치료교육교사전체인원수(명)치료교육교사1정인원수(명)치료교육교사2정인원수(명)치료교육교사준교사인원수(명)직업교사전체인원수(명)직업교사1정인원수(명)직업교사2정인원수(명)직업교사준교사인원수(명)직업교사실기교사인원수(명)이료교사전체인원수(명)이료교사1정인원수(명)이료교사2정인원수(명)이료교사준교사인원수(명)일반직행정직인원수(전체)(명)기타전체인원수(명)기타치료사인원수(명)기타사회복무요원인원수(명)기타인원수(명)
262015파견0000000000000000000000000000000000000
272014비정규1142624021310101010000000000000000000157344029
282014정규53530000282080128401302101000000000000000000
292014파견0000000000000000000000000000000000000
302013비정규237292502233030101000000000000000000016192151239
312013정규54540000261880119201702141000000000000000000
322013파견0000000000000000000000000000000000000
332012비정규22529221210505000002000200000000000000196166129
342012정규53530000261790108201701016000000000000000000
352012파견0000000000000000000000000000000000000