Overview

Dataset statistics

Number of variables43
Number of observations372
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory140.4 KiB
Average record size in memory386.4 B

Variable types

Numeric21
Categorical22

Dataset

Description특수학교 교직원 집계현황
Author경기복지재단(경기도장애인복지종합지원센터)
URLhttps://data.gg.go.kr/portal/data/service/selectServicePage.do?&infId=88055Q3K5UG036D4QW9W25252904&infSeq=1

Alerts

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
직업교사실기교사인원수(명) has constant value ""Constant
이료교사전체인원수(명) has constant value ""Constant
이료교사1정인원수(명) has constant value ""Constant
유치원일반교사인원수(명) is highly imbalanced (91.1%)Imbalance
재활복지교사전체인원수(명) is highly imbalanced (81.2%)Imbalance
재활복지교사2정인원수(명) is highly imbalanced (88.9%)Imbalance
재활복지교사준교사인원수(명) is highly imbalanced (92.7%)Imbalance
재활복지교사실기교사인원수(명) is highly imbalanced (91.4%)Imbalance
직업교사준교사인원수(명) is highly imbalanced (97.3%)Imbalance
이료교사2정인원수(명) is highly imbalanced (97.3%)Imbalance
이료교사준교사인원수(명) is highly imbalanced (97.3%)Imbalance
사서교사인원수(명) is highly imbalanced (95.3%)Imbalance
상담교사인원수(명) is highly imbalanced (85.3%)Imbalance
교직원전체인원수(명) has 141 (37.9%) zerosZeros
교원전체인원수(명) has 141 (37.9%) zerosZeros
교사전체인원수(명) has 141 (37.9%) zerosZeros
교사남자인원수(명) has 143 (38.4%) zerosZeros
교사여자인원수(명) has 142 (38.2%) zerosZeros
유치원전체인원수(명) has 163 (43.8%) zerosZeros
유치원특수1정인원수(명) has 185 (49.7%) zerosZeros
유치원특수2정인원수(명) has 249 (66.9%) zerosZeros
초등학교전체인원수(명) has 153 (41.1%) zerosZeros
초등학교특수1정인원수(명) has 154 (41.4%) zerosZeros
초등학교특수2정인원수(명) has 159 (42.7%) zerosZeros
초등학교일반교사인원수(명) has 363 (97.6%) zerosZeros
중고등학교전체인원수(명) has 143 (38.4%) zerosZeros
중고등학교특수1정인원수(명) has 143 (38.4%) zerosZeros
중고등학교특수2정인원수(명) has 144 (38.7%) zerosZeros
중고등학교일반교사인원수(명) has 354 (95.2%) zerosZeros
직업교사전체인원수(명) has 301 (80.9%) zerosZeros
직업교사1정인원수(명) has 313 (84.1%) zerosZeros
직업교사2정인원수(명) has 329 (88.4%) zerosZeros
일반직행정직인원수(명) has 142 (38.2%) zerosZeros

Reproduction

Analysis started2023-12-10 22:28:20.084845
Analysis finished2023-12-10 22:28:20.450669
Duration0.37 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

기준년도
Real number (ℝ)

Distinct12
Distinct (%)3.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2017.5
Minimum2012
Maximum2023
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size3.4 KiB
2023-12-11T07:28:20.524383image/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 deviation3.4567018
Coefficient of variation (CV)0.001713359
Kurtosis-1.2169934
Mean2017.5
Median Absolute Deviation (MAD)3
Skewness0
Sum750510
Variance11.948787
MonotonicityDecreasing
2023-12-11T07:28:20.676023image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=12)
ValueCountFrequency (%)
2023 31
8.3%
2022 31
8.3%
2021 31
8.3%
2020 31
8.3%
2019 31
8.3%
2018 31
8.3%
2017 31
8.3%
2016 31
8.3%
2015 31
8.3%
2014 31
8.3%
Other values (2) 62
16.7%
ValueCountFrequency (%)
2012 31
8.3%
2013 31
8.3%
2014 31
8.3%
2015 31
8.3%
2016 31
8.3%
2017 31
8.3%
2018 31
8.3%
2019 31
8.3%
2020 31
8.3%
2021 31
8.3%
ValueCountFrequency (%)
2023 31
8.3%
2022 31
8.3%
2021 31
8.3%
2020 31
8.3%
2019 31
8.3%
2018 31
8.3%
2017 31
8.3%
2016 31
8.3%
2015 31
8.3%
2014 31
8.3%

시군명
Categorical

Distinct31
Distinct (%)8.3%
Missing0
Missing (%)0.0%
Memory size3.0 KiB
가평군
 
12
고양시
 
12
과천시
 
12
광명시
 
12
광주시
 
12
Other values (26)
312 

Length

Max length4
Median length3
Mean length3.0967742
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row가평군
2nd row고양시
3rd row과천시
4th row광명시
5th row광주시

Common Values

ValueCountFrequency (%)
가평군 12
 
3.2%
고양시 12
 
3.2%
과천시 12
 
3.2%
광명시 12
 
3.2%
광주시 12
 
3.2%
구리시 12
 
3.2%
군포시 12
 
3.2%
김포시 12
 
3.2%
남양주시 12
 
3.2%
동두천시 12
 
3.2%
Other values (21) 252
67.7%

Length

2023-12-11T07:28:20.831130image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
가평군 12
 
3.2%
안양시 12
 
3.2%
하남시 12
 
3.2%
포천시 12
 
3.2%
평택시 12
 
3.2%
파주시 12
 
3.2%
이천시 12
 
3.2%
의정부시 12
 
3.2%
의왕시 12
 
3.2%
용인시 12
 
3.2%
Other values (21) 252
67.7%

교직원전체인원수(명)
Real number (ℝ)

ZEROS 

Distinct112
Distinct (%)30.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean66.134409
Minimum0
Maximum265
Zeros141
Zeros (%)37.9%
Negative0
Negative (%)0.0%
Memory size3.4 KiB
2023-12-11T07:28:21.003837image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median58.5
Q3113
95-th percentile193
Maximum265
Range265
Interquartile range (IQR)113

Descriptive statistics

Standard deviation69.078441
Coefficient of variation (CV)1.0445159
Kurtosis0.037965932
Mean66.134409
Median Absolute Deviation (MAD)58.5
Skewness0.8732313
Sum24602
Variance4771.8309
MonotonicityNot monotonic
2023-12-11T07:28:21.174171image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 141
37.9%
66 10
 
2.7%
52 7
 
1.9%
153 6
 
1.6%
58 6
 
1.6%
170 6
 
1.6%
59 5
 
1.3%
44 5
 
1.3%
73 4
 
1.1%
132 4
 
1.1%
Other values (102) 178
47.8%
ValueCountFrequency (%)
0 141
37.9%
9 1
 
0.3%
14 1
 
0.3%
16 2
 
0.5%
17 1
 
0.3%
21 1
 
0.3%
22 1
 
0.3%
23 1
 
0.3%
25 1
 
0.3%
26 3
 
0.8%
ValueCountFrequency (%)
265 1
 
0.3%
264 1
 
0.3%
263 1
 
0.3%
262 1
 
0.3%
258 1
 
0.3%
256 1
 
0.3%
255 3
0.8%
253 1
 
0.3%
235 1
 
0.3%
233 1
 
0.3%

교원전체인원수(명)
Real number (ℝ)

ZEROS 

Distinct104
Distinct (%)28.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean54.672043
Minimum0
Maximum192
Zeros141
Zeros (%)37.9%
Negative0
Negative (%)0.0%
Memory size3.4 KiB
2023-12-11T07:28:21.325061image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median48
Q391.75
95-th percentile166
Maximum192
Range192
Interquartile range (IQR)91.75

Descriptive statistics

Standard deviation55.447262
Coefficient of variation (CV)1.0141794
Kurtosis-0.55742026
Mean54.672043
Median Absolute Deviation (MAD)48
Skewness0.68975576
Sum20338
Variance3074.3989
MonotonicityNot monotonic
2023-12-11T07:28:21.505402image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 141
37.9%
80 8
 
2.2%
50 8
 
2.2%
87 7
 
1.9%
60 7
 
1.9%
99 6
 
1.6%
49 6
 
1.6%
47 6
 
1.6%
122 6
 
1.6%
67 6
 
1.6%
Other values (94) 171
46.0%
ValueCountFrequency (%)
0 141
37.9%
11 1
 
0.3%
12 1
 
0.3%
13 1
 
0.3%
16 1
 
0.3%
18 1
 
0.3%
19 1
 
0.3%
20 2
 
0.5%
21 3
 
0.8%
22 2
 
0.5%
ValueCountFrequency (%)
192 1
 
0.3%
188 2
0.5%
186 3
0.8%
185 1
 
0.3%
184 2
0.5%
183 2
0.5%
182 1
 
0.3%
181 1
 
0.3%
174 1
 
0.3%
170 2
0.5%

교사전체인원수(명)
Real number (ℝ)

ZEROS 

Distinct99
Distinct (%)26.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean48.13172
Minimum0
Maximum183
Zeros141
Zeros (%)37.9%
Negative0
Negative (%)0.0%
Memory size3.4 KiB
2023-12-11T07:28:21.658147image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median40
Q383
95-th percentile159.45
Maximum183
Range183
Interquartile range (IQR)83

Descriptive statistics

Standard deviation52.957302
Coefficient of variation (CV)1.1002578
Kurtosis-0.4056964
Mean48.13172
Median Absolute Deviation (MAD)40
Skewness0.81582368
Sum17905
Variance2804.4759
MonotonicityNot monotonic
2023-12-11T07:28:21.789434image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 141
37.9%
1 9
 
2.4%
48 8
 
2.2%
83 7
 
1.9%
47 7
 
1.9%
65 7
 
1.9%
58 7
 
1.9%
2 6
 
1.6%
77 6
 
1.6%
46 6
 
1.6%
Other values (89) 168
45.2%
ValueCountFrequency (%)
0 141
37.9%
1 9
 
2.4%
2 6
 
1.6%
3 2
 
0.5%
4 2
 
0.5%
10 2
 
0.5%
12 1
 
0.3%
14 1
 
0.3%
16 1
 
0.3%
18 2
 
0.5%
ValueCountFrequency (%)
183 1
 
0.3%
181 1
 
0.3%
179 1
 
0.3%
177 3
0.8%
176 1
 
0.3%
175 2
0.5%
174 1
 
0.3%
173 2
0.5%
167 1
 
0.3%
166 1
 
0.3%

교사남자인원수(명)
Real number (ℝ)

ZEROS 

Distinct55
Distinct (%)14.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean15.223118
Minimum0
Maximum65
Zeros143
Zeros (%)38.4%
Negative0
Negative (%)0.0%
Memory size3.4 KiB
2023-12-11T07:28:21.942039image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median11
Q326
95-th percentile52
Maximum65
Range65
Interquartile range (IQR)26

Descriptive statistics

Standard deviation16.834255
Coefficient of variation (CV)1.1058349
Kurtosis0.27305245
Mean15.223118
Median Absolute Deviation (MAD)11
Skewness0.98156096
Sum5663
Variance283.39213
MonotonicityNot monotonic
2023-12-11T07:28:22.123933image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 143
38.4%
11 12
 
3.2%
25 11
 
3.0%
29 9
 
2.4%
18 9
 
2.4%
1 9
 
2.4%
21 9
 
2.4%
31 8
 
2.2%
20 8
 
2.2%
14 7
 
1.9%
Other values (45) 147
39.5%
ValueCountFrequency (%)
0 143
38.4%
1 9
 
2.4%
2 6
 
1.6%
3 2
 
0.5%
4 1
 
0.3%
5 2
 
0.5%
7 1
 
0.3%
8 4
 
1.1%
9 3
 
0.8%
10 5
 
1.3%
ValueCountFrequency (%)
65 1
 
0.3%
64 3
0.8%
63 1
 
0.3%
62 2
0.5%
61 1
 
0.3%
58 1
 
0.3%
57 2
0.5%
56 2
0.5%
55 3
0.8%
53 2
0.5%

교사여자인원수(명)
Real number (ℝ)

ZEROS 

Distinct91
Distinct (%)24.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean37.206989
Minimum0
Maximum174
Zeros142
Zeros (%)38.2%
Negative0
Negative (%)0.0%
Memory size3.4 KiB
2023-12-11T07:28:22.286994image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median26.5
Q361
95-th percentile113
Maximum174
Range174
Interquartile range (IQR)61

Descriptive statistics

Standard deviation39.298809
Coefficient of variation (CV)1.0562212
Kurtosis-0.26482614
Mean37.206989
Median Absolute Deviation (MAD)26.5
Skewness0.7980228
Sum13841
Variance1544.3964
MonotonicityNot monotonic
2023-12-11T07:28:22.457331image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 142
38.2%
54 10
 
2.7%
50 7
 
1.9%
37 7
 
1.9%
19 7
 
1.9%
52 6
 
1.6%
23 6
 
1.6%
58 6
 
1.6%
111 5
 
1.3%
77 5
 
1.3%
Other values (81) 171
46.0%
ValueCountFrequency (%)
0 142
38.2%
4 1
 
0.3%
5 1
 
0.3%
6 2
 
0.5%
7 3
 
0.8%
8 4
 
1.1%
10 1
 
0.3%
18 4
 
1.1%
19 7
 
1.9%
20 1
 
0.3%
ValueCountFrequency (%)
174 1
0.3%
160 1
0.3%
141 1
0.3%
126 2
0.5%
124 2
0.5%
123 1
0.3%
120 1
0.3%
119 1
0.3%
117 1
0.3%
116 1
0.3%

유치원전체인원수(명)
Real number (ℝ)

ZEROS 

Distinct16
Distinct (%)4.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.3548387
Minimum0
Maximum17
Zeros163
Zeros (%)43.8%
Negative0
Negative (%)0.0%
Memory size3.4 KiB
2023-12-11T07:28:22.614980image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median1
Q32
95-th percentile11
Maximum17
Range17
Interquartile range (IQR)2

Descriptive statistics

Standard deviation3.6597767
Coefficient of variation (CV)1.5541518
Kurtosis3.5650577
Mean2.3548387
Median Absolute Deviation (MAD)1
Skewness2.0342285
Sum876
Variance13.393966
MonotonicityNot monotonic
2023-12-11T07:28:22.716743image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=16)
ValueCountFrequency (%)
0 163
43.8%
2 66
17.7%
1 52
 
14.0%
3 20
 
5.4%
10 15
 
4.0%
11 10
 
2.7%
4 9
 
2.4%
5 9
 
2.4%
6 7
 
1.9%
8 5
 
1.3%
Other values (6) 16
 
4.3%
ValueCountFrequency (%)
0 163
43.8%
1 52
 
14.0%
2 66
17.7%
3 20
 
5.4%
4 9
 
2.4%
5 9
 
2.4%
6 7
 
1.9%
7 1
 
0.3%
8 5
 
1.3%
9 3
 
0.8%
ValueCountFrequency (%)
17 4
 
1.1%
14 5
 
1.3%
13 1
 
0.3%
12 2
 
0.5%
11 10
2.7%
10 15
4.0%
9 3
 
0.8%
8 5
 
1.3%
7 1
 
0.3%
6 7
1.9%

유치원특수1정인원수(명)
Real number (ℝ)

ZEROS 

Distinct12
Distinct (%)3.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.5241935
Minimum0
Maximum11
Zeros185
Zeros (%)49.7%
Negative0
Negative (%)0.0%
Memory size3.4 KiB
2023-12-11T07:28:22.840102image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median1
Q32
95-th percentile7
Maximum11
Range11
Interquartile range (IQR)2

Descriptive statistics

Standard deviation2.3750626
Coefficient of variation (CV)1.5582422
Kurtosis2.6407619
Mean1.5241935
Median Absolute Deviation (MAD)1
Skewness1.8605956
Sum567
Variance5.6409225
MonotonicityNot monotonic
2023-12-11T07:28:22.978686image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=12)
ValueCountFrequency (%)
0 185
49.7%
1 81
21.8%
2 33
 
8.9%
3 17
 
4.6%
6 14
 
3.8%
8 11
 
3.0%
5 10
 
2.7%
7 8
 
2.2%
4 6
 
1.6%
9 4
 
1.1%
Other values (2) 3
 
0.8%
ValueCountFrequency (%)
0 185
49.7%
1 81
21.8%
2 33
 
8.9%
3 17
 
4.6%
4 6
 
1.6%
5 10
 
2.7%
6 14
 
3.8%
7 8
 
2.2%
8 11
 
3.0%
9 4
 
1.1%
ValueCountFrequency (%)
11 1
 
0.3%
10 2
 
0.5%
9 4
 
1.1%
8 11
 
3.0%
7 8
 
2.2%
6 14
3.8%
5 10
 
2.7%
4 6
 
1.6%
3 17
4.6%
2 33
8.9%

유치원특수2정인원수(명)
Real number (ℝ)

ZEROS 

Distinct10
Distinct (%)2.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.80376344
Minimum0
Maximum9
Zeros249
Zeros (%)66.9%
Negative0
Negative (%)0.0%
Memory size3.4 KiB
2023-12-11T07:28:23.084757image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q31
95-th percentile4
Maximum9
Range9
Interquartile range (IQR)1

Descriptive statistics

Standard deviation1.5889398
Coefficient of variation (CV)1.976875
Kurtosis8.8137181
Mean0.80376344
Median Absolute Deviation (MAD)0
Skewness2.7610557
Sum299
Variance2.5247297
MonotonicityNot monotonic
2023-12-11T07:28:23.187909image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%)
0 249
66.9%
1 56
 
15.1%
2 23
 
6.2%
3 18
 
4.8%
5 10
 
2.7%
4 9
 
2.4%
9 4
 
1.1%
6 1
 
0.3%
7 1
 
0.3%
8 1
 
0.3%
ValueCountFrequency (%)
0 249
66.9%
1 56
 
15.1%
2 23
 
6.2%
3 18
 
4.8%
4 9
 
2.4%
5 10
 
2.7%
6 1
 
0.3%
7 1
 
0.3%
8 1
 
0.3%
9 4
 
1.1%
ValueCountFrequency (%)
9 4
 
1.1%
8 1
 
0.3%
7 1
 
0.3%
6 1
 
0.3%
5 10
 
2.7%
4 9
 
2.4%
3 18
 
4.8%
2 23
 
6.2%
1 56
 
15.1%
0 249
66.9%

유치원일반교사인원수(명)
Categorical

IMBALANCE 

Distinct5
Distinct (%)1.3%
Missing0
Missing (%)0.0%
Memory size3.0 KiB
0
363 
3
 
4
1
 
3
7
 
1
2
 
1

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique2 ?
Unique (%)0.5%

Sample

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

Common Values

ValueCountFrequency (%)
0 363
97.6%
3 4
 
1.1%
1 3
 
0.8%
7 1
 
0.3%
2 1
 
0.3%

Length

2023-12-11T07:28:23.330615image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T07:28:23.438339image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 363
97.6%
3 4
 
1.1%
1 3
 
0.8%
7 1
 
0.3%
2 1
 
0.3%

초등학교전체인원수(명)
Real number (ℝ)

ZEROS 

Distinct53
Distinct (%)14.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean15.456989
Minimum0
Maximum75
Zeros153
Zeros (%)41.1%
Negative0
Negative (%)0.0%
Memory size3.4 KiB
2023-12-11T07:28:23.608789image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median11
Q327
95-th percentile50
Maximum75
Range75
Interquartile range (IQR)27

Descriptive statistics

Standard deviation17.01009
Coefficient of variation (CV)1.1004789
Kurtosis0.30052724
Mean15.456989
Median Absolute Deviation (MAD)11
Skewness0.97740984
Sum5750
Variance289.34316
MonotonicityNot monotonic
2023-12-11T07:28:24.035315image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 153
41.1%
18 43
 
11.6%
9 27
 
7.3%
29 12
 
3.2%
27 8
 
2.2%
33 7
 
1.9%
22 6
 
1.6%
21 6
 
1.6%
34 6
 
1.6%
14 5
 
1.3%
Other values (43) 99
26.6%
ValueCountFrequency (%)
0 153
41.1%
2 1
 
0.3%
8 3
 
0.8%
9 27
 
7.3%
10 1
 
0.3%
11 3
 
0.8%
12 4
 
1.1%
14 5
 
1.3%
15 4
 
1.1%
16 1
 
0.3%
ValueCountFrequency (%)
75 1
 
0.3%
71 1
 
0.3%
70 1
 
0.3%
63 1
 
0.3%
62 1
 
0.3%
60 1
 
0.3%
57 4
1.1%
56 1
 
0.3%
55 1
 
0.3%
54 2
0.5%

초등학교특수1정인원수(명)
Real number (ℝ)

ZEROS 

Distinct47
Distinct (%)12.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean9.8145161
Minimum0
Maximum54
Zeros154
Zeros (%)41.4%
Negative0
Negative (%)0.0%
Memory size3.4 KiB
2023-12-11T07:28:24.205630image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median7
Q316
95-th percentile34.45
Maximum54
Range54
Interquartile range (IQR)16

Descriptive statistics

Standard deviation11.495716
Coefficient of variation (CV)1.1712973
Kurtosis0.87493829
Mean9.8145161
Median Absolute Deviation (MAD)7
Skewness1.1907209
Sum3651
Variance132.15149
MonotonicityNot monotonic
2023-12-11T07:28:24.351265image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=47)
ValueCountFrequency (%)
0 154
41.4%
11 12
 
3.2%
15 12
 
3.2%
19 12
 
3.2%
10 11
 
3.0%
14 11
 
3.0%
6 11
 
3.0%
12 10
 
2.7%
9 10
 
2.7%
5 10
 
2.7%
Other values (37) 119
32.0%
ValueCountFrequency (%)
0 154
41.4%
1 1
 
0.3%
2 6
 
1.6%
3 2
 
0.5%
4 1
 
0.3%
5 10
 
2.7%
6 11
 
3.0%
7 10
 
2.7%
8 9
 
2.4%
9 10
 
2.7%
ValueCountFrequency (%)
54 1
 
0.3%
46 1
 
0.3%
45 1
 
0.3%
44 1
 
0.3%
43 1
 
0.3%
42 1
 
0.3%
41 1
 
0.3%
40 3
0.8%
39 2
0.5%
38 2
0.5%

초등학교특수2정인원수(명)
Real number (ℝ)

ZEROS 

Distinct30
Distinct (%)8.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean5.655914
Minimum0
Maximum38
Zeros159
Zeros (%)42.7%
Negative0
Negative (%)0.0%
Memory size3.4 KiB
2023-12-11T07:28:24.467675image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median3
Q39.25
95-th percentile18
Maximum38
Range38
Interquartile range (IQR)9.25

Descriptive statistics

Standard deviation6.991708
Coefficient of variation (CV)1.2361765
Kurtosis2.3660777
Mean5.655914
Median Absolute Deviation (MAD)3
Skewness1.4613919
Sum2104
Variance48.883981
MonotonicityNot monotonic
2023-12-11T07:28:24.629862image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=30)
ValueCountFrequency (%)
0 159
42.7%
8 18
 
4.8%
6 17
 
4.6%
3 16
 
4.3%
4 16
 
4.3%
13 15
 
4.0%
9 15
 
4.0%
7 14
 
3.8%
2 12
 
3.2%
10 11
 
3.0%
Other values (20) 79
21.2%
ValueCountFrequency (%)
0 159
42.7%
1 6
 
1.6%
2 12
 
3.2%
3 16
 
4.3%
4 16
 
4.3%
5 6
 
1.6%
6 17
 
4.6%
7 14
 
3.8%
8 18
 
4.8%
9 15
 
4.0%
ValueCountFrequency (%)
38 1
 
0.3%
33 2
0.5%
30 2
0.5%
26 1
 
0.3%
25 3
0.8%
24 2
0.5%
23 1
 
0.3%
22 1
 
0.3%
21 2
0.5%
20 2
0.5%

초등학교일반교사인원수(명)
Real number (ℝ)

ZEROS 

Distinct7
Distinct (%)1.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.25268817
Minimum0
Maximum41
Zeros363
Zeros (%)97.6%
Negative0
Negative (%)0.0%
Memory size3.4 KiB
2023-12-11T07:28:24.773577image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum41
Range41
Interquartile range (IQR)0

Descriptive statistics

Standard deviation2.66971
Coefficient of variation (CV)10.565235
Kurtosis175.8129
Mean0.25268817
Median Absolute Deviation (MAD)0
Skewness12.832944
Sum94
Variance7.1273512
MonotonicityNot monotonic
2023-12-11T07:28:24.898456image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=7)
ValueCountFrequency (%)
0 363
97.6%
1 4
 
1.1%
2 1
 
0.3%
27 1
 
0.3%
41 1
 
0.3%
15 1
 
0.3%
5 1
 
0.3%
ValueCountFrequency (%)
0 363
97.6%
1 4
 
1.1%
2 1
 
0.3%
5 1
 
0.3%
15 1
 
0.3%
27 1
 
0.3%
41 1
 
0.3%
ValueCountFrequency (%)
41 1
 
0.3%
27 1
 
0.3%
15 1
 
0.3%
5 1
 
0.3%
2 1
 
0.3%
1 4
 
1.1%
0 363
97.6%

중고등학교전체인원수(명)
Real number (ℝ)

ZEROS 

Distinct77
Distinct (%)20.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean31.951613
Minimum0
Maximum112
Zeros143
Zeros (%)38.4%
Negative0
Negative (%)0.0%
Memory size3.4 KiB
2023-12-11T07:28:25.032018image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median30
Q352
95-th percentile101.45
Maximum112
Range112
Interquartile range (IQR)52

Descriptive statistics

Standard deviation32.821051
Coefficient of variation (CV)1.0272111
Kurtosis-0.46743692
Mean31.951613
Median Absolute Deviation (MAD)30
Skewness0.72898591
Sum11886
Variance1077.2214
MonotonicityNot monotonic
2023-12-11T07:28:25.196696image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 143
38.4%
30 17
 
4.6%
48 10
 
2.7%
42 9
 
2.4%
68 8
 
2.2%
71 8
 
2.2%
70 7
 
1.9%
33 7
 
1.9%
26 6
 
1.6%
35 6
 
1.6%
Other values (67) 151
40.6%
ValueCountFrequency (%)
0 143
38.4%
6 4
 
1.1%
8 1
 
0.3%
10 1
 
0.3%
11 2
 
0.5%
12 2
 
0.5%
13 4
 
1.1%
14 3
 
0.8%
16 1
 
0.3%
19 1
 
0.3%
ValueCountFrequency (%)
112 1
 
0.3%
110 2
 
0.5%
109 1
 
0.3%
108 2
 
0.5%
107 1
 
0.3%
106 3
0.8%
105 2
 
0.5%
103 2
 
0.5%
102 5
1.3%
101 1
 
0.3%

중고등학교특수1정인원수(명)
Real number (ℝ)

ZEROS 

Distinct67
Distinct (%)18.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean18.491935
Minimum0
Maximum82
Zeros143
Zeros (%)38.4%
Negative0
Negative (%)0.0%
Memory size3.4 KiB
2023-12-11T07:28:25.385915image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median11
Q330
95-th percentile63.35
Maximum82
Range82
Interquartile range (IQR)30

Descriptive statistics

Standard deviation21.095405
Coefficient of variation (CV)1.1407894
Kurtosis0.388325
Mean18.491935
Median Absolute Deviation (MAD)11
Skewness1.0712103
Sum6879
Variance445.01611
MonotonicityNot monotonic
2023-12-11T07:28:25.529956image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 143
38.4%
27 12
 
3.2%
22 8
 
2.2%
26 8
 
2.2%
8 8
 
2.2%
33 7
 
1.9%
5 7
 
1.9%
23 7
 
1.9%
30 6
 
1.6%
47 6
 
1.6%
Other values (57) 160
43.0%
ValueCountFrequency (%)
0 143
38.4%
1 2
 
0.5%
2 2
 
0.5%
3 2
 
0.5%
4 4
 
1.1%
5 7
 
1.9%
6 5
 
1.3%
7 2
 
0.5%
8 8
 
2.2%
9 5
 
1.3%
ValueCountFrequency (%)
82 3
0.8%
78 1
 
0.3%
76 1
 
0.3%
75 1
 
0.3%
74 2
0.5%
73 2
0.5%
72 3
0.8%
71 1
 
0.3%
68 1
 
0.3%
67 3
0.8%

중고등학교특수2정인원수(명)
Real number (ℝ)

ZEROS 

Distinct55
Distinct (%)14.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean13.572581
Minimum0
Maximum81
Zeros144
Zeros (%)38.7%
Negative0
Negative (%)0.0%
Memory size3.4 KiB
2023-12-11T07:28:25.706166image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median8.5
Q323.25
95-th percentile40
Maximum81
Range81
Interquartile range (IQR)23.25

Descriptive statistics

Standard deviation16.12828
Coefficient of variation (CV)1.1882987
Kurtosis2.383649
Mean13.572581
Median Absolute Deviation (MAD)8.5
Skewness1.4300172
Sum5049
Variance260.1214
MonotonicityNot monotonic
2023-12-11T07:28:25.873173image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 144
38.7%
15 14
 
3.8%
24 10
 
2.7%
10 10
 
2.7%
13 9
 
2.4%
17 8
 
2.2%
26 8
 
2.2%
4 8
 
2.2%
21 8
 
2.2%
23 7
 
1.9%
Other values (45) 146
39.2%
ValueCountFrequency (%)
0 144
38.7%
1 4
 
1.1%
2 4
 
1.1%
3 4
 
1.1%
4 8
 
2.2%
5 5
 
1.3%
6 7
 
1.9%
7 6
 
1.6%
8 4
 
1.1%
9 6
 
1.6%
ValueCountFrequency (%)
81 1
0.3%
80 1
0.3%
75 1
0.3%
74 1
0.3%
72 1
0.3%
70 1
0.3%
68 1
0.3%
63 1
0.3%
54 2
0.5%
51 1
0.3%

중고등학교일반교사인원수(명)
Real number (ℝ)

ZEROS 

Distinct8
Distinct (%)2.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.21774194
Minimum0
Maximum22
Zeros354
Zeros (%)95.2%
Negative0
Negative (%)0.0%
Memory size3.4 KiB
2023-12-11T07:28:26.004904image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum22
Range22
Interquartile range (IQR)0

Descriptive statistics

Standard deviation1.7229722
Coefficient of variation (CV)7.9129093
Kurtosis123.07598
Mean0.21774194
Median Absolute Deviation (MAD)0
Skewness10.779673
Sum81
Variance2.9686332
MonotonicityNot monotonic
2023-12-11T07:28:26.116051image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%)
0 354
95.2%
1 10
 
2.7%
3 3
 
0.8%
20 1
 
0.3%
22 1
 
0.3%
2 1
 
0.3%
5 1
 
0.3%
13 1
 
0.3%
ValueCountFrequency (%)
0 354
95.2%
1 10
 
2.7%
2 1
 
0.3%
3 3
 
0.8%
5 1
 
0.3%
13 1
 
0.3%
20 1
 
0.3%
22 1
 
0.3%
ValueCountFrequency (%)
22 1
 
0.3%
20 1
 
0.3%
13 1
 
0.3%
5 1
 
0.3%
3 3
 
0.8%
2 1
 
0.3%
1 10
 
2.7%
0 354
95.2%

재활복지교사전체인원수(명)
Categorical

IMBALANCE 

Distinct3
Distinct (%)0.8%
Missing0
Missing (%)0.0%
Memory size3.0 KiB
0
355 
1
 
14
2
 
3

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 (%)
0 355
95.4%
1 14
 
3.8%
2 3
 
0.8%

Length

2023-12-11T07:28:26.247868image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T07:28:26.408704image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 355
95.4%
1 14
 
3.8%
2 3
 
0.8%

재활복지교사1정인원수(명)
Categorical

CONSTANT 

Distinct1
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Memory size3.0 KiB
0
372 

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 (%)
0 372
100.0%

Length

2023-12-11T07:28:26.539441image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T07:28:26.645379image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 372
100.0%

재활복지교사2정인원수(명)
Categorical

IMBALANCE 

Distinct3
Distinct (%)0.8%
Missing0
Missing (%)0.0%
Memory size3.0 KiB
0
363 
1
 
8
2
 
1

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique1 ?
Unique (%)0.3%

Sample

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

Common Values

ValueCountFrequency (%)
0 363
97.6%
1 8
 
2.2%
2 1
 
0.3%

Length

2023-12-11T07:28:26.763361image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T07:28:26.872176image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 363
97.6%
1 8
 
2.2%
2 1
 
0.3%

재활복지교사준교사인원수(명)
Categorical

IMBALANCE 

Distinct3
Distinct (%)0.8%
Missing0
Missing (%)0.0%
Memory size3.0 KiB
0
367 
1
 
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 (%)
0 367
98.7%
1 3
 
0.8%
2 2
 
0.5%

Length

2023-12-11T07:28:26.978839image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T07:28:27.096609image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 367
98.7%
1 3
 
0.8%
2 2
 
0.5%

재활복지교사실기교사인원수(명)
Categorical

IMBALANCE 

Distinct2
Distinct (%)0.5%
Missing0
Missing (%)0.0%
Memory size3.0 KiB
0
368 
1
 
4

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 (%)
0 368
98.9%
1 4
 
1.1%

Length

2023-12-11T07:28:27.233995image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T07:28:27.356450image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 368
98.9%
1 4
 
1.1%

치료교육교사전체인원수(명)
Categorical

CONSTANT 

Distinct1
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Memory size3.0 KiB
0
372 

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 (%)
0 372
100.0%

Length

2023-12-11T07:28:27.480359image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T07:28:27.583090image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 372
100.0%

치료교육교사1정인원수(명)
Categorical

CONSTANT 

Distinct1
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Memory size3.0 KiB
0
372 

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 (%)
0 372
100.0%

Length

2023-12-11T07:28:27.685148image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T07:28:27.792581image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 372
100.0%

치료교육교사2정인원수(명)
Categorical

CONSTANT 

Distinct1
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Memory size3.0 KiB
0
372 

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 (%)
0 372
100.0%

Length

2023-12-11T07:28:27.904462image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T07:28:27.993322image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 372
100.0%

치료교육교사준교사인원수(명)
Categorical

CONSTANT 

Distinct1
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Memory size3.0 KiB
0
372 

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 (%)
0 372
100.0%

Length

2023-12-11T07:28:28.091763image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T07:28:28.205061image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 372
100.0%

직업교사전체인원수(명)
Real number (ℝ)

ZEROS 

Distinct14
Distinct (%)3.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.72580645
Minimum0
Maximum17
Zeros301
Zeros (%)80.9%
Negative0
Negative (%)0.0%
Memory size3.4 KiB
2023-12-11T07:28:28.288564image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile4
Maximum17
Range17
Interquartile range (IQR)0

Descriptive statistics

Standard deviation2.16193
Coefficient of variation (CV)2.9786591
Kurtosis26.332291
Mean0.72580645
Median Absolute Deviation (MAD)0
Skewness4.6681267
Sum270
Variance4.6739414
MonotonicityNot monotonic
2023-12-11T07:28:28.394110image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=14)
ValueCountFrequency (%)
0 301
80.9%
2 19
 
5.1%
1 15
 
4.0%
3 11
 
3.0%
4 11
 
3.0%
5 4
 
1.1%
9 3
 
0.8%
17 2
 
0.5%
13 1
 
0.3%
7 1
 
0.3%
Other values (4) 4
 
1.1%
ValueCountFrequency (%)
0 301
80.9%
1 15
 
4.0%
2 19
 
5.1%
3 11
 
3.0%
4 11
 
3.0%
5 4
 
1.1%
6 1
 
0.3%
7 1
 
0.3%
8 1
 
0.3%
9 3
 
0.8%
ValueCountFrequency (%)
17 2
 
0.5%
15 1
 
0.3%
13 1
 
0.3%
10 1
 
0.3%
9 3
 
0.8%
8 1
 
0.3%
7 1
 
0.3%
6 1
 
0.3%
5 4
 
1.1%
4 11
3.0%

직업교사1정인원수(명)
Real number (ℝ)

ZEROS 

Distinct10
Distinct (%)2.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.44623656
Minimum0
Maximum10
Zeros313
Zeros (%)84.1%
Negative0
Negative (%)0.0%
Memory size3.4 KiB
2023-12-11T07:28:28.513192image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile3
Maximum10
Range10
Interquartile range (IQR)0

Descriptive statistics

Standard deviation1.3557552
Coefficient of variation (CV)3.0381983
Kurtosis22.462744
Mean0.44623656
Median Absolute Deviation (MAD)0
Skewness4.3456421
Sum166
Variance1.8380721
MonotonicityNot monotonic
2023-12-11T07:28:28.612410image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%)
0 313
84.1%
1 19
 
5.1%
3 15
 
4.0%
2 13
 
3.5%
4 5
 
1.3%
8 2
 
0.5%
10 2
 
0.5%
5 1
 
0.3%
9 1
 
0.3%
6 1
 
0.3%
ValueCountFrequency (%)
0 313
84.1%
1 19
 
5.1%
2 13
 
3.5%
3 15
 
4.0%
4 5
 
1.3%
5 1
 
0.3%
6 1
 
0.3%
8 2
 
0.5%
9 1
 
0.3%
10 2
 
0.5%
ValueCountFrequency (%)
10 2
 
0.5%
9 1
 
0.3%
8 2
 
0.5%
6 1
 
0.3%
5 1
 
0.3%
4 5
 
1.3%
3 15
 
4.0%
2 13
 
3.5%
1 19
 
5.1%
0 313
84.1%

직업교사2정인원수(명)
Real number (ℝ)

ZEROS 

Distinct8
Distinct (%)2.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.29032258
Minimum0
Maximum7
Zeros329
Zeros (%)88.4%
Negative0
Negative (%)0.0%
Memory size3.4 KiB
2023-12-11T07:28:28.725890image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile2
Maximum7
Range7
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.99411362
Coefficient of variation (CV)3.4241691
Kurtosis22.094856
Mean0.29032258
Median Absolute Deviation (MAD)0
Skewness4.4232826
Sum108
Variance0.98826189
MonotonicityNot monotonic
2023-12-11T07:28:28.849992image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%)
0 329
88.4%
1 15
 
4.0%
2 11
 
3.0%
3 10
 
2.7%
7 3
 
0.8%
5 2
 
0.5%
6 1
 
0.3%
4 1
 
0.3%
ValueCountFrequency (%)
0 329
88.4%
1 15
 
4.0%
2 11
 
3.0%
3 10
 
2.7%
4 1
 
0.3%
5 2
 
0.5%
6 1
 
0.3%
7 3
 
0.8%
ValueCountFrequency (%)
7 3
 
0.8%
6 1
 
0.3%
5 2
 
0.5%
4 1
 
0.3%
3 10
 
2.7%
2 11
 
3.0%
1 15
 
4.0%
0 329
88.4%

직업교사준교사인원수(명)
Categorical

IMBALANCE 

Distinct2
Distinct (%)0.5%
Missing0
Missing (%)0.0%
Memory size3.0 KiB
0
371 
2
 
1

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique1 ?
Unique (%)0.3%

Sample

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

Common Values

ValueCountFrequency (%)
0 371
99.7%
2 1
 
0.3%

Length

2023-12-11T07:28:28.999207image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T07:28:29.141252image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 371
99.7%
2 1
 
0.3%

직업교사실기교사인원수(명)
Categorical

CONSTANT 

Distinct1
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Memory size3.0 KiB
0
372 

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 (%)
0 372
100.0%

Length

2023-12-11T07:28:29.304614image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T07:28:29.416848image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 372
100.0%

이료교사전체인원수(명)
Categorical

CONSTANT 

Distinct1
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Memory size3.0 KiB
0
372 

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 (%)
0 372
100.0%

Length

2023-12-11T07:28:29.514722image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T07:28:29.615135image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 372
100.0%

이료교사1정인원수(명)
Categorical

CONSTANT 

Distinct1
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Memory size3.0 KiB
0
372 

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 (%)
0 372
100.0%

Length

2023-12-11T07:28:29.745892image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T07:28:30.157053image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 372
100.0%

이료교사2정인원수(명)
Categorical

IMBALANCE 

Distinct2
Distinct (%)0.5%
Missing0
Missing (%)0.0%
Memory size3.0 KiB
0
371 
1
 
1

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique1 ?
Unique (%)0.3%

Sample

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

Common Values

ValueCountFrequency (%)
0 371
99.7%
1 1
 
0.3%

Length

2023-12-11T07:28:30.246813image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T07:28:30.356779image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 371
99.7%
1 1
 
0.3%

이료교사준교사인원수(명)
Categorical

IMBALANCE 

Distinct2
Distinct (%)0.5%
Missing0
Missing (%)0.0%
Memory size3.0 KiB
0
371 
1
 
1

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique1 ?
Unique (%)0.3%

Sample

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

Common Values

ValueCountFrequency (%)
0 371
99.7%
1 1
 
0.3%

Length

2023-12-11T07:28:30.465610image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T07:28:30.572349image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 371
99.7%
1 1
 
0.3%

보건교사인원수(명)
Categorical

Distinct5
Distinct (%)1.3%
Missing0
Missing (%)0.0%
Memory size3.0 KiB
0
143 
1
112 
2
78 
3
21 
4
18 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0
2nd row4
3rd row0
4th row0
5th row4

Common Values

ValueCountFrequency (%)
0 143
38.4%
1 112
30.1%
2 78
21.0%
3 21
 
5.6%
4 18
 
4.8%

Length

2023-12-11T07:28:30.695204image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T07:28:30.801062image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 143
38.4%
1 112
30.1%
2 78
21.0%
3 21
 
5.6%
4 18
 
4.8%

영양교사인원수(명)
Categorical

Distinct5
Distinct (%)1.3%
Missing0
Missing (%)0.0%
Memory size3.0 KiB
0
180 
1
106 
2
60 
3
25 
4
 
1

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique1 ?
Unique (%)0.3%

Sample

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

Common Values

ValueCountFrequency (%)
0 180
48.4%
1 106
28.5%
2 60
 
16.1%
3 25
 
6.7%
4 1
 
0.3%

Length

2023-12-11T07:28:30.914126image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T07:28:31.019812image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 180
48.4%
1 106
28.5%
2 60
 
16.1%
3 25
 
6.7%
4 1
 
0.3%

사서교사인원수(명)
Categorical

IMBALANCE 

Distinct3
Distinct (%)0.8%
Missing0
Missing (%)0.0%
Memory size3.0 KiB
0
369 
1
 
2
3
 
1

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique1 ?
Unique (%)0.3%

Sample

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

Common Values

ValueCountFrequency (%)
0 369
99.2%
1 2
 
0.5%
3 1
 
0.3%

Length

2023-12-11T07:28:31.126163image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T07:28:31.224365image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 369
99.2%
1 2
 
0.5%
3 1
 
0.3%

상담교사인원수(명)
Categorical

IMBALANCE 

Distinct3
Distinct (%)0.8%
Missing0
Missing (%)0.0%
Memory size3.0 KiB
0
359 
1
 
12
14
 
1

Length

Max length2
Median length1
Mean length1.0026882
Min length1

Unique

Unique1 ?
Unique (%)0.3%

Sample

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

Common Values

ValueCountFrequency (%)
0 359
96.5%
1 12
 
3.2%
14 1
 
0.3%

Length

2023-12-11T07:28:31.336528image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T07:28:31.455679image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 359
96.5%
1 12
 
3.2%
14 1
 
0.3%

진로전담교사인원수(명)
Categorical

Distinct5
Distinct (%)1.3%
Missing0
Missing (%)0.0%
Memory size3.0 KiB
0
277 
1
53 
2
 
27
3
 
11
4
 
4

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0
2nd row3
3rd row0
4th row0
5th row4

Common Values

ValueCountFrequency (%)
0 277
74.5%
1 53
 
14.2%
2 27
 
7.3%
3 11
 
3.0%
4 4
 
1.1%

Length

2023-12-11T07:28:31.569007image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T07:28:31.663023image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 277
74.5%
1 53
 
14.2%
2 27
 
7.3%
3 11
 
3.0%
4 4
 
1.1%

일반직행정직인원수(명)
Real number (ℝ)

ZEROS 

Distinct54
Distinct (%)14.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean11.629032
Minimum0
Maximum81
Zeros142
Zeros (%)38.2%
Negative0
Negative (%)0.0%
Memory size3.4 KiB
2023-12-11T07:28:31.810574image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median5
Q318
95-th percentile52
Maximum81
Range81
Interquartile range (IQR)18

Descriptive statistics

Standard deviation16.031203
Coefficient of variation (CV)1.3785501
Kurtosis4.3151007
Mean11.629032
Median Absolute Deviation (MAD)5
Skewness2.0277118
Sum4326
Variance256.99948
MonotonicityNot monotonic
2023-12-11T07:28:31.950560image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 142
38.2%
5 18
 
4.8%
11 16
 
4.3%
3 13
 
3.5%
6 13
 
3.5%
21 12
 
3.2%
9 10
 
2.7%
13 10
 
2.7%
19 10
 
2.7%
4 9
 
2.4%
Other values (44) 119
32.0%
ValueCountFrequency (%)
0 142
38.2%
1 1
 
0.3%
2 4
 
1.1%
3 13
 
3.5%
4 9
 
2.4%
5 18
 
4.8%
6 13
 
3.5%
7 7
 
1.9%
8 2
 
0.5%
9 10
 
2.7%
ValueCountFrequency (%)
81 1
0.3%
78 1
0.3%
73 2
0.5%
72 1
0.3%
71 1
0.3%
70 1
0.3%
69 1
0.3%
63 1
0.3%
58 1
0.3%
57 2
0.5%

Sample

기준년도시군명교직원전체인원수(명)교원전체인원수(명)교사전체인원수(명)교사남자인원수(명)교사여자인원수(명)유치원전체인원수(명)유치원특수1정인원수(명)유치원특수2정인원수(명)유치원일반교사인원수(명)초등학교전체인원수(명)초등학교특수1정인원수(명)초등학교특수2정인원수(명)초등학교일반교사인원수(명)중고등학교전체인원수(명)중고등학교특수1정인원수(명)중고등학교특수2정인원수(명)중고등학교일반교사인원수(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)보건교사인원수(명)영양교사인원수(명)사서교사인원수(명)상담교사인원수(명)진로전담교사인원수(명)일반직행정직인원수(명)
02023가평군00000000000000000000000000000000000000000
12023고양시26319218363120131030624418098712700000000000000000004300371
22023과천시00000000000000000000000000000000000000000
32023광명시00000000000000000000000000000000000000000
42023광주시18515314557888440544013170521800000000002200000004300432
52023구리시00000000000000000000000000000000000000000
62023군포시00000000000000000000000000000000000000000
72023김포시8882801466422022121004130110000000000981000000110116
82023남양주시8172701852330022101204227150000000000000000000110019
92023동두천시00000000000000000000000000000000000000000
기준년도시군명교직원전체인원수(명)교원전체인원수(명)교사전체인원수(명)교사남자인원수(명)교사여자인원수(명)유치원전체인원수(명)유치원특수1정인원수(명)유치원특수2정인원수(명)유치원일반교사인원수(명)초등학교전체인원수(명)초등학교특수1정인원수(명)초등학교특수2정인원수(명)초등학교일반교사인원수(명)중고등학교전체인원수(명)중고등학교특수1정인원수(명)중고등학교특수2정인원수(명)중고등학교일반교사인원수(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)보건교사인원수(명)영양교사인원수(명)사서교사인원수(명)상담교사인원수(명)진로전담교사인원수(명)일반직행정직인원수(명)
3622012오산시59464421231100981030131700000000003030000001000013
3632012용인시624947242311002351801951400000000002020000001100013
3642012의왕시00000000000000000000000000000000000000000
3652012의정부시16121028945000000000000000000000000000100004
3662012이천시00000000000000000000000000000000000000000
3672012파주시12410510134672110352213061303100000000000000000002100019
3682012평택시10985812655220029191004637900000000000000000002200024
3692012포천시00000000000000000000000000000000000000000
3702012하남시755250133720201511403130100000000000000000001100023
3712012화성시45302791810910927063300000000000000000001100015