Overview

Dataset statistics

Number of variables30
Number of observations106
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory27.8 KiB
Average record size in memory268.2 B

Variable types

Categorical4
Numeric26

Dataset

Description저희 도로교통공단에서는 법규위반, 사고, 음주운전, 난폭, 보복운전 등으로 운전면허 행정처분을 받은 대상자를 대상으로 교통안전교육을 진행하고 있습니다. 교통안전교육 관련 교육계획 관련 자료(2019)입니다.
Author도로교통공단
URLhttps://www.data.go.kr/data/15087816/fileData.do

Alerts

교육년도 has constant value ""Constant
교육구분 is highly imbalanced (57.8%)Imbalance
2월 교육 인원 has 12 (11.3%) zerosZeros
3월 교육 인원 has 13 (12.3%) zerosZeros
4월 교육 인원 has 13 (12.3%) zerosZeros
5월 교육 인원 has 13 (12.3%) zerosZeros
6월 교육 인원 has 13 (12.3%) zerosZeros
7월 교육 인원 has 12 (11.3%) zerosZeros
8월 교육 인원 has 13 (12.3%) zerosZeros
9월 교육 인원 has 13 (12.3%) zerosZeros
10월 교육 인원 has 13 (12.3%) zerosZeros
11월 교육 인원 has 13 (12.3%) zerosZeros
12월 교육 인원 has 13 (12.3%) zerosZeros

Reproduction

Analysis started2023-12-12 21:48:38.058546
Analysis finished2023-12-12 21:48:38.312452
Duration0.25 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

교육년도
Categorical

CONSTANT 

Distinct1
Distinct (%)0.9%
Missing0
Missing (%)0.0%
Memory size980.0 B
2019
106 

Length

Max length4
Median length4
Mean length4
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2019
2nd row2019
3rd row2019
4th row2019
5th row2019

Common Values

ValueCountFrequency (%)
2019 106
100.0%

Length

2023-12-13T06:48:38.383868image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T06:48:38.463681image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2019 106
100.0%

지부코드
Categorical

Distinct13
Distinct (%)12.3%
Missing0
Missing (%)0.0%
Memory size980.0 B
강원지부
10 
서울지부
8 
부산지부
8 
대구지부
8 
인천지부
8 
Other values (8)
64 

Length

Max length8
Median length4
Mean length4.6037736
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
강원지부 10
9.4%
서울지부 8
 
7.5%
부산지부 8
 
7.5%
대구지부 8
 
7.5%
인천지부 8
 
7.5%
경기지부 8
 
7.5%
충북지부 8
 
7.5%
대전세종충남지부 8
 
7.5%
전북지부 8
 
7.5%
광주전남지부 8
 
7.5%
Other values (3) 24
22.6%

Length

2023-12-13T06:48:38.563482image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
강원지부 10
9.4%
서울지부 8
 
7.5%
부산지부 8
 
7.5%
대구지부 8
 
7.5%
인천지부 8
 
7.5%
경기지부 8
 
7.5%
충북지부 8
 
7.5%
대전세종충남지부 8
 
7.5%
전북지부 8
 
7.5%
광주전남지부 8
 
7.5%
Other values (3) 24
22.6%

교육구분
Categorical

IMBALANCE 

Distinct3
Distinct (%)2.8%
Missing0
Missing (%)0.0%
Memory size980.0 B
특별교육
91 
긴급자동차
13 
고령운전자
 
2

Length

Max length5
Median length4
Mean length4.1415094
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row특별교육
2nd row특별교육
3rd row특별교육
4th row긴급자동차
5th row특별교육

Common Values

ValueCountFrequency (%)
특별교육 91
85.8%
긴급자동차 13
 
12.3%
고령운전자 2
 
1.9%

Length

2023-12-13T06:48:38.690471image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T06:48:38.793437image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
특별교육 91
85.8%
긴급자동차 13
 
12.3%
고령운전자 2
 
1.9%

교육반 코드
Categorical

Distinct10
Distinct (%)9.4%
Missing0
Missing (%)0.0%
Memory size980.0 B
음주1회차
13 
현장참여교육
13 
법규준수
13 
긴급자동차
13 
벌점감경교육
13 
Other values (5)
41 

Length

Max length7
Median length5
Mean length5.1603774
Min length4

Unique

Unique2 ?
Unique (%)1.9%

Sample

1st row음주1회차
2nd row현장참여교육
3rd row법규준수
4th row긴급자동차
5th row벌점감경교육

Common Values

ValueCountFrequency (%)
음주1회차 13
12.3%
현장참여교육 13
12.3%
법규준수 13
12.3%
긴급자동차 13
12.3%
벌점감경교육 13
12.3%
음주2회차 13
12.3%
배려운전자 13
12.3%
음주3회차 13
12.3%
고령운전자의무 1
 
0.9%
고령운전자권장 1
 
0.9%

Length

2023-12-13T06:48:38.922287image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T06:48:39.030011image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
음주1회차 13
12.3%
현장참여교육 13
12.3%
법규준수 13
12.3%
긴급자동차 13
12.3%
벌점감경교육 13
12.3%
음주2회차 13
12.3%
배려운전자 13
12.3%
음주3회차 13
12.3%
고령운전자의무 1
 
0.9%
고령운전자권장 1
 
0.9%

1월 교육 인원
Real number (ℝ)

Distinct83
Distinct (%)78.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean346.30189
Minimum1
Maximum2624
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.1 KiB
2023-12-13T06:48:39.160841image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile1.25
Q111.25
median67.5
Q3474.25
95-th percentile1286.5
Maximum2624
Range2623
Interquartile range (IQR)463

Descriptive statistics

Standard deviation546.41194
Coefficient of variation (CV)1.5778486
Kurtosis5.177164
Mean346.30189
Median Absolute Deviation (MAD)65.5
Skewness2.2158724
Sum36708
Variance298566
MonotonicityNot monotonic
2023-12-13T06:48:39.276517image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
2 9
 
8.5%
1 6
 
5.7%
5 6
 
5.7%
26 2
 
1.9%
13 2
 
1.9%
28 2
 
1.9%
7 2
 
1.9%
12 2
 
1.9%
75 1
 
0.9%
112 1
 
0.9%
Other values (73) 73
68.9%
ValueCountFrequency (%)
1 6
5.7%
2 9
8.5%
3 1
 
0.9%
4 1
 
0.9%
5 6
5.7%
6 1
 
0.9%
7 2
 
1.9%
11 1
 
0.9%
12 2
 
1.9%
13 2
 
1.9%
ValueCountFrequency (%)
2624 1
0.9%
2430 1
0.9%
2209 1
0.9%
2046 1
0.9%
1529 1
0.9%
1287 1
0.9%
1285 1
0.9%
1265 1
0.9%
1190 1
0.9%
1172 1
0.9%

1월 일수
Real number (ℝ)

Distinct11
Distinct (%)10.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean27.066038
Minimum0
Maximum40
Zeros1
Zeros (%)0.9%
Negative0
Negative (%)0.0%
Memory size1.1 KiB
2023-12-13T06:48:39.384849image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile2
Q130
median31
Q331
95-th percentile31
Maximum40
Range40
Interquartile range (IQR)1

Descriptive statistics

Standard deviation9.2420044
Coefficient of variation (CV)0.3414613
Kurtosis3.3521078
Mean27.066038
Median Absolute Deviation (MAD)0
Skewness-2.2082933
Sum2869
Variance85.414645
MonotonicityNot monotonic
2023-12-13T06:48:39.508026image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=11)
ValueCountFrequency (%)
31 56
52.8%
30 33
31.1%
1 4
 
3.8%
3 3
 
2.8%
20 3
 
2.8%
2 2
 
1.9%
13 1
 
0.9%
9 1
 
0.9%
40 1
 
0.9%
4 1
 
0.9%
ValueCountFrequency (%)
0 1
 
0.9%
1 4
 
3.8%
2 2
 
1.9%
3 3
 
2.8%
4 1
 
0.9%
9 1
 
0.9%
13 1
 
0.9%
20 3
 
2.8%
30 33
31.1%
31 56
52.8%
ValueCountFrequency (%)
40 1
 
0.9%
31 56
52.8%
30 33
31.1%
20 3
 
2.8%
13 1
 
0.9%
9 1
 
0.9%
4 1
 
0.9%
3 3
 
2.8%
2 2
 
1.9%
1 4
 
3.8%

2월 교육 인원
Real number (ℝ)

ZEROS 

Distinct83
Distinct (%)78.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean346.01887
Minimum0
Maximum2624
Zeros12
Zeros (%)11.3%
Negative0
Negative (%)0.0%
Memory size1.1 KiB
2023-12-13T06:48:39.646976image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q111.25
median67.5
Q3474.25
95-th percentile1286.5
Maximum2624
Range2624
Interquartile range (IQR)463

Descriptive statistics

Standard deviation546.5915
Coefficient of variation (CV)1.5796581
Kurtosis5.1716224
Mean346.01887
Median Absolute Deviation (MAD)67.5
Skewness2.2146408
Sum36678
Variance298762.27
MonotonicityNot monotonic
2023-12-13T06:48:40.041962image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 12
 
11.3%
5 4
 
3.8%
2 3
 
2.8%
1 3
 
2.8%
12 2
 
1.9%
26 2
 
1.9%
7 2
 
1.9%
28 2
 
1.9%
13 2
 
1.9%
1039 1
 
0.9%
Other values (73) 73
68.9%
ValueCountFrequency (%)
0 12
11.3%
1 3
 
2.8%
2 3
 
2.8%
4 1
 
0.9%
5 4
 
3.8%
6 1
 
0.9%
7 2
 
1.9%
11 1
 
0.9%
12 2
 
1.9%
13 2
 
1.9%
ValueCountFrequency (%)
2624 1
0.9%
2430 1
0.9%
2209 1
0.9%
2046 1
0.9%
1529 1
0.9%
1287 1
0.9%
1285 1
0.9%
1265 1
0.9%
1190 1
0.9%
1172 1
0.9%

2월 일수
Real number (ℝ)

Distinct11
Distinct (%)10.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean25.481132
Minimum0
Maximum40
Zeros1
Zeros (%)0.9%
Negative0
Negative (%)0.0%
Memory size1.1 KiB
2023-12-13T06:48:40.140821image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile2
Q128
median28
Q330
95-th percentile30
Maximum40
Range40
Interquartile range (IQR)2

Descriptive statistics

Standard deviation8.6654554
Coefficient of variation (CV)0.34007341
Kurtosis3.3626794
Mean25.481132
Median Absolute Deviation (MAD)0
Skewness-2.1636872
Sum2701
Variance75.090117
MonotonicityNot monotonic
2023-12-13T06:48:40.251913image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=11)
ValueCountFrequency (%)
28 56
52.8%
30 33
31.1%
1 4
 
3.8%
3 3
 
2.8%
20 3
 
2.8%
2 2
 
1.9%
13 1
 
0.9%
9 1
 
0.9%
40 1
 
0.9%
4 1
 
0.9%
ValueCountFrequency (%)
0 1
 
0.9%
1 4
 
3.8%
2 2
 
1.9%
3 3
 
2.8%
4 1
 
0.9%
9 1
 
0.9%
13 1
 
0.9%
20 3
 
2.8%
28 56
52.8%
30 33
31.1%
ValueCountFrequency (%)
40 1
 
0.9%
30 33
31.1%
28 56
52.8%
20 3
 
2.8%
13 1
 
0.9%
9 1
 
0.9%
4 1
 
0.9%
3 3
 
2.8%
2 2
 
1.9%
1 4
 
3.8%

3월 교육 인원
Real number (ℝ)

ZEROS 

Distinct83
Distinct (%)78.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean346.00943
Minimum0
Maximum2624
Zeros13
Zeros (%)12.3%
Negative0
Negative (%)0.0%
Memory size1.1 KiB
2023-12-13T06:48:40.373412image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q111.25
median67.5
Q3474.25
95-th percentile1286.5
Maximum2624
Range2624
Interquartile range (IQR)463

Descriptive statistics

Standard deviation546.59752
Coefficient of variation (CV)1.5797185
Kurtosis5.171436
Mean346.00943
Median Absolute Deviation (MAD)67.5
Skewness2.2145991
Sum36677
Variance298768.85
MonotonicityNot monotonic
2023-12-13T06:48:40.495003image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 13
 
12.3%
5 4
 
3.8%
2 3
 
2.8%
1 2
 
1.9%
12 2
 
1.9%
26 2
 
1.9%
7 2
 
1.9%
28 2
 
1.9%
13 2
 
1.9%
1039 1
 
0.9%
Other values (73) 73
68.9%
ValueCountFrequency (%)
0 13
12.3%
1 2
 
1.9%
2 3
 
2.8%
4 1
 
0.9%
5 4
 
3.8%
6 1
 
0.9%
7 2
 
1.9%
11 1
 
0.9%
12 2
 
1.9%
13 2
 
1.9%
ValueCountFrequency (%)
2624 1
0.9%
2430 1
0.9%
2209 1
0.9%
2046 1
0.9%
1529 1
0.9%
1287 1
0.9%
1285 1
0.9%
1265 1
0.9%
1190 1
0.9%
1172 1
0.9%

3월 일수
Real number (ℝ)

Distinct11
Distinct (%)10.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean27.066038
Minimum0
Maximum40
Zeros1
Zeros (%)0.9%
Negative0
Negative (%)0.0%
Memory size1.1 KiB
2023-12-13T06:48:40.595829image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile2
Q130
median31
Q331
95-th percentile31
Maximum40
Range40
Interquartile range (IQR)1

Descriptive statistics

Standard deviation9.2420044
Coefficient of variation (CV)0.3414613
Kurtosis3.3521078
Mean27.066038
Median Absolute Deviation (MAD)0
Skewness-2.2082933
Sum2869
Variance85.414645
MonotonicityNot monotonic
2023-12-13T06:48:40.703307image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=11)
ValueCountFrequency (%)
31 56
52.8%
30 33
31.1%
1 4
 
3.8%
3 3
 
2.8%
20 3
 
2.8%
2 2
 
1.9%
13 1
 
0.9%
9 1
 
0.9%
40 1
 
0.9%
4 1
 
0.9%
ValueCountFrequency (%)
0 1
 
0.9%
1 4
 
3.8%
2 2
 
1.9%
3 3
 
2.8%
4 1
 
0.9%
9 1
 
0.9%
13 1
 
0.9%
20 3
 
2.8%
30 33
31.1%
31 56
52.8%
ValueCountFrequency (%)
40 1
 
0.9%
31 56
52.8%
30 33
31.1%
20 3
 
2.8%
13 1
 
0.9%
9 1
 
0.9%
4 1
 
0.9%
3 3
 
2.8%
2 2
 
1.9%
1 4
 
3.8%

4월 교육 인원
Real number (ℝ)

ZEROS 

Distinct83
Distinct (%)78.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean346.00943
Minimum0
Maximum2624
Zeros13
Zeros (%)12.3%
Negative0
Negative (%)0.0%
Memory size1.1 KiB
2023-12-13T06:48:40.819022image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q111.25
median67.5
Q3474.25
95-th percentile1286.5
Maximum2624
Range2624
Interquartile range (IQR)463

Descriptive statistics

Standard deviation546.59752
Coefficient of variation (CV)1.5797185
Kurtosis5.171436
Mean346.00943
Median Absolute Deviation (MAD)67.5
Skewness2.2145991
Sum36677
Variance298768.85
MonotonicityNot monotonic
2023-12-13T06:48:40.970407image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 13
 
12.3%
5 4
 
3.8%
2 3
 
2.8%
1 2
 
1.9%
12 2
 
1.9%
26 2
 
1.9%
7 2
 
1.9%
28 2
 
1.9%
13 2
 
1.9%
1039 1
 
0.9%
Other values (73) 73
68.9%
ValueCountFrequency (%)
0 13
12.3%
1 2
 
1.9%
2 3
 
2.8%
4 1
 
0.9%
5 4
 
3.8%
6 1
 
0.9%
7 2
 
1.9%
11 1
 
0.9%
12 2
 
1.9%
13 2
 
1.9%
ValueCountFrequency (%)
2624 1
0.9%
2430 1
0.9%
2209 1
0.9%
2046 1
0.9%
1529 1
0.9%
1287 1
0.9%
1285 1
0.9%
1265 1
0.9%
1190 1
0.9%
1172 1
0.9%

4월 일수
Real number (ℝ)

Distinct10
Distinct (%)9.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean26.537736
Minimum0
Maximum40
Zeros1
Zeros (%)0.9%
Negative0
Negative (%)0.0%
Memory size1.1 KiB
2023-12-13T06:48:41.085267image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile2
Q130
median30
Q330
95-th percentile30
Maximum40
Range40
Interquartile range (IQR)0

Descriptive statistics

Standard deviation9.0260728
Coefficient of variation (CV)0.34012219
Kurtosis3.4155705
Mean26.537736
Median Absolute Deviation (MAD)0
Skewness-2.2177633
Sum2813
Variance81.469991
MonotonicityNot monotonic
2023-12-13T06:48:41.214774image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%)
30 89
84.0%
1 4
 
3.8%
3 3
 
2.8%
20 3
 
2.8%
2 2
 
1.9%
13 1
 
0.9%
9 1
 
0.9%
40 1
 
0.9%
4 1
 
0.9%
0 1
 
0.9%
ValueCountFrequency (%)
0 1
 
0.9%
1 4
 
3.8%
2 2
 
1.9%
3 3
 
2.8%
4 1
 
0.9%
9 1
 
0.9%
13 1
 
0.9%
20 3
 
2.8%
30 89
84.0%
40 1
 
0.9%
ValueCountFrequency (%)
40 1
 
0.9%
30 89
84.0%
20 3
 
2.8%
13 1
 
0.9%
9 1
 
0.9%
4 1
 
0.9%
3 3
 
2.8%
2 2
 
1.9%
1 4
 
3.8%
0 1
 
0.9%

5월 교육 인원
Real number (ℝ)

ZEROS 

Distinct82
Distinct (%)77.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean346.01887
Minimum0
Maximum2624
Zeros13
Zeros (%)12.3%
Negative0
Negative (%)0.0%
Memory size1.1 KiB
2023-12-13T06:48:41.343281image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q111.25
median67.5
Q3474.25
95-th percentile1286.5
Maximum2624
Range2624
Interquartile range (IQR)463

Descriptive statistics

Standard deviation546.59181
Coefficient of variation (CV)1.579659
Kurtosis5.1716062
Mean346.01887
Median Absolute Deviation (MAD)67.5
Skewness2.2146348
Sum36678
Variance298762.61
MonotonicityNot monotonic
2023-12-13T06:48:41.523700image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 13
 
12.3%
5 4
 
3.8%
2 3
 
2.8%
12 2
 
1.9%
19 2
 
1.9%
26 2
 
1.9%
13 2
 
1.9%
7 2
 
1.9%
28 2
 
1.9%
1 2
 
1.9%
Other values (72) 72
67.9%
ValueCountFrequency (%)
0 13
12.3%
1 2
 
1.9%
2 3
 
2.8%
4 1
 
0.9%
5 4
 
3.8%
6 1
 
0.9%
7 2
 
1.9%
11 1
 
0.9%
12 2
 
1.9%
13 2
 
1.9%
ValueCountFrequency (%)
2624 1
0.9%
2430 1
0.9%
2209 1
0.9%
2046 1
0.9%
1529 1
0.9%
1287 1
0.9%
1285 1
0.9%
1265 1
0.9%
1190 1
0.9%
1172 1
0.9%

5월 일수
Real number (ℝ)

Distinct11
Distinct (%)10.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean27.066038
Minimum0
Maximum40
Zeros1
Zeros (%)0.9%
Negative0
Negative (%)0.0%
Memory size1.1 KiB
2023-12-13T06:48:41.655015image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile2
Q130
median31
Q331
95-th percentile31
Maximum40
Range40
Interquartile range (IQR)1

Descriptive statistics

Standard deviation9.2420044
Coefficient of variation (CV)0.3414613
Kurtosis3.3521078
Mean27.066038
Median Absolute Deviation (MAD)0
Skewness-2.2082933
Sum2869
Variance85.414645
MonotonicityNot monotonic
2023-12-13T06:48:41.764914image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=11)
ValueCountFrequency (%)
31 56
52.8%
30 33
31.1%
1 4
 
3.8%
3 3
 
2.8%
20 3
 
2.8%
2 2
 
1.9%
13 1
 
0.9%
9 1
 
0.9%
40 1
 
0.9%
4 1
 
0.9%
ValueCountFrequency (%)
0 1
 
0.9%
1 4
 
3.8%
2 2
 
1.9%
3 3
 
2.8%
4 1
 
0.9%
9 1
 
0.9%
13 1
 
0.9%
20 3
 
2.8%
30 33
31.1%
31 56
52.8%
ValueCountFrequency (%)
40 1
 
0.9%
31 56
52.8%
30 33
31.1%
20 3
 
2.8%
13 1
 
0.9%
9 1
 
0.9%
4 1
 
0.9%
3 3
 
2.8%
2 2
 
1.9%
1 4
 
3.8%

6월 교육 인원
Real number (ℝ)

ZEROS 

Distinct83
Distinct (%)78.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean346.00943
Minimum0
Maximum2624
Zeros13
Zeros (%)12.3%
Negative0
Negative (%)0.0%
Memory size1.1 KiB
2023-12-13T06:48:41.902170image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q111.25
median67.5
Q3474.25
95-th percentile1286.5
Maximum2624
Range2624
Interquartile range (IQR)463

Descriptive statistics

Standard deviation546.59752
Coefficient of variation (CV)1.5797185
Kurtosis5.171436
Mean346.00943
Median Absolute Deviation (MAD)67.5
Skewness2.2145991
Sum36677
Variance298768.85
MonotonicityNot monotonic
2023-12-13T06:48:42.056849image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 13
 
12.3%
5 4
 
3.8%
2 3
 
2.8%
1 2
 
1.9%
12 2
 
1.9%
26 2
 
1.9%
7 2
 
1.9%
28 2
 
1.9%
13 2
 
1.9%
1039 1
 
0.9%
Other values (73) 73
68.9%
ValueCountFrequency (%)
0 13
12.3%
1 2
 
1.9%
2 3
 
2.8%
4 1
 
0.9%
5 4
 
3.8%
6 1
 
0.9%
7 2
 
1.9%
11 1
 
0.9%
12 2
 
1.9%
13 2
 
1.9%
ValueCountFrequency (%)
2624 1
0.9%
2430 1
0.9%
2209 1
0.9%
2046 1
0.9%
1529 1
0.9%
1287 1
0.9%
1285 1
0.9%
1265 1
0.9%
1190 1
0.9%
1172 1
0.9%

6월 일수
Real number (ℝ)

Distinct10
Distinct (%)9.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean26.537736
Minimum0
Maximum40
Zeros1
Zeros (%)0.9%
Negative0
Negative (%)0.0%
Memory size1.1 KiB
2023-12-13T06:48:42.183612image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile2
Q130
median30
Q330
95-th percentile30
Maximum40
Range40
Interquartile range (IQR)0

Descriptive statistics

Standard deviation9.0260728
Coefficient of variation (CV)0.34012219
Kurtosis3.4155705
Mean26.537736
Median Absolute Deviation (MAD)0
Skewness-2.2177633
Sum2813
Variance81.469991
MonotonicityNot monotonic
2023-12-13T06:48:42.313237image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%)
30 89
84.0%
1 4
 
3.8%
3 3
 
2.8%
20 3
 
2.8%
2 2
 
1.9%
13 1
 
0.9%
9 1
 
0.9%
40 1
 
0.9%
4 1
 
0.9%
0 1
 
0.9%
ValueCountFrequency (%)
0 1
 
0.9%
1 4
 
3.8%
2 2
 
1.9%
3 3
 
2.8%
4 1
 
0.9%
9 1
 
0.9%
13 1
 
0.9%
20 3
 
2.8%
30 89
84.0%
40 1
 
0.9%
ValueCountFrequency (%)
40 1
 
0.9%
30 89
84.0%
20 3
 
2.8%
13 1
 
0.9%
9 1
 
0.9%
4 1
 
0.9%
3 3
 
2.8%
2 2
 
1.9%
1 4
 
3.8%
0 1
 
0.9%

7월 교육 인원
Real number (ℝ)

ZEROS 

Distinct83
Distinct (%)78.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean346.01887
Minimum0
Maximum2624
Zeros12
Zeros (%)11.3%
Negative0
Negative (%)0.0%
Memory size1.1 KiB
2023-12-13T06:48:42.447406image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q111.25
median67.5
Q3474.25
95-th percentile1286.5
Maximum2624
Range2624
Interquartile range (IQR)463

Descriptive statistics

Standard deviation546.5915
Coefficient of variation (CV)1.5796581
Kurtosis5.1716224
Mean346.01887
Median Absolute Deviation (MAD)67.5
Skewness2.2146408
Sum36678
Variance298762.27
MonotonicityNot monotonic
2023-12-13T06:48:42.584426image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 12
 
11.3%
5 4
 
3.8%
2 3
 
2.8%
1 3
 
2.8%
12 2
 
1.9%
26 2
 
1.9%
7 2
 
1.9%
28 2
 
1.9%
13 2
 
1.9%
1039 1
 
0.9%
Other values (73) 73
68.9%
ValueCountFrequency (%)
0 12
11.3%
1 3
 
2.8%
2 3
 
2.8%
4 1
 
0.9%
5 4
 
3.8%
6 1
 
0.9%
7 2
 
1.9%
11 1
 
0.9%
12 2
 
1.9%
13 2
 
1.9%
ValueCountFrequency (%)
2624 1
0.9%
2430 1
0.9%
2209 1
0.9%
2046 1
0.9%
1529 1
0.9%
1287 1
0.9%
1285 1
0.9%
1265 1
0.9%
1190 1
0.9%
1172 1
0.9%

7월 일수
Real number (ℝ)

Distinct11
Distinct (%)10.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean27.066038
Minimum0
Maximum40
Zeros1
Zeros (%)0.9%
Negative0
Negative (%)0.0%
Memory size1.1 KiB
2023-12-13T06:48:42.700412image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile2
Q130
median31
Q331
95-th percentile31
Maximum40
Range40
Interquartile range (IQR)1

Descriptive statistics

Standard deviation9.2420044
Coefficient of variation (CV)0.3414613
Kurtosis3.3521078
Mean27.066038
Median Absolute Deviation (MAD)0
Skewness-2.2082933
Sum2869
Variance85.414645
MonotonicityNot monotonic
2023-12-13T06:48:42.839061image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=11)
ValueCountFrequency (%)
31 56
52.8%
30 33
31.1%
1 4
 
3.8%
3 3
 
2.8%
20 3
 
2.8%
2 2
 
1.9%
13 1
 
0.9%
9 1
 
0.9%
40 1
 
0.9%
4 1
 
0.9%
ValueCountFrequency (%)
0 1
 
0.9%
1 4
 
3.8%
2 2
 
1.9%
3 3
 
2.8%
4 1
 
0.9%
9 1
 
0.9%
13 1
 
0.9%
20 3
 
2.8%
30 33
31.1%
31 56
52.8%
ValueCountFrequency (%)
40 1
 
0.9%
31 56
52.8%
30 33
31.1%
20 3
 
2.8%
13 1
 
0.9%
9 1
 
0.9%
4 1
 
0.9%
3 3
 
2.8%
2 2
 
1.9%
1 4
 
3.8%

8월 교육 인원
Real number (ℝ)

ZEROS 

Distinct83
Distinct (%)78.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean346.00943
Minimum0
Maximum2624
Zeros13
Zeros (%)12.3%
Negative0
Negative (%)0.0%
Memory size1.1 KiB
2023-12-13T06:48:43.007112image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q111.25
median67.5
Q3474.25
95-th percentile1286.5
Maximum2624
Range2624
Interquartile range (IQR)463

Descriptive statistics

Standard deviation546.59752
Coefficient of variation (CV)1.5797185
Kurtosis5.171436
Mean346.00943
Median Absolute Deviation (MAD)67.5
Skewness2.2145991
Sum36677
Variance298768.85
MonotonicityNot monotonic
2023-12-13T06:48:43.147827image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 13
 
12.3%
5 4
 
3.8%
2 3
 
2.8%
1 2
 
1.9%
12 2
 
1.9%
26 2
 
1.9%
7 2
 
1.9%
28 2
 
1.9%
13 2
 
1.9%
1039 1
 
0.9%
Other values (73) 73
68.9%
ValueCountFrequency (%)
0 13
12.3%
1 2
 
1.9%
2 3
 
2.8%
4 1
 
0.9%
5 4
 
3.8%
6 1
 
0.9%
7 2
 
1.9%
11 1
 
0.9%
12 2
 
1.9%
13 2
 
1.9%
ValueCountFrequency (%)
2624 1
0.9%
2430 1
0.9%
2209 1
0.9%
2046 1
0.9%
1529 1
0.9%
1287 1
0.9%
1285 1
0.9%
1265 1
0.9%
1190 1
0.9%
1172 1
0.9%

8월 일수
Real number (ℝ)

Distinct11
Distinct (%)10.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean27.066038
Minimum0
Maximum40
Zeros1
Zeros (%)0.9%
Negative0
Negative (%)0.0%
Memory size1.1 KiB
2023-12-13T06:48:43.247360image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile2
Q130
median31
Q331
95-th percentile31
Maximum40
Range40
Interquartile range (IQR)1

Descriptive statistics

Standard deviation9.2420044
Coefficient of variation (CV)0.3414613
Kurtosis3.3521078
Mean27.066038
Median Absolute Deviation (MAD)0
Skewness-2.2082933
Sum2869
Variance85.414645
MonotonicityNot monotonic
2023-12-13T06:48:43.336410image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=11)
ValueCountFrequency (%)
31 56
52.8%
30 33
31.1%
1 4
 
3.8%
3 3
 
2.8%
20 3
 
2.8%
2 2
 
1.9%
13 1
 
0.9%
9 1
 
0.9%
40 1
 
0.9%
4 1
 
0.9%
ValueCountFrequency (%)
0 1
 
0.9%
1 4
 
3.8%
2 2
 
1.9%
3 3
 
2.8%
4 1
 
0.9%
9 1
 
0.9%
13 1
 
0.9%
20 3
 
2.8%
30 33
31.1%
31 56
52.8%
ValueCountFrequency (%)
40 1
 
0.9%
31 56
52.8%
30 33
31.1%
20 3
 
2.8%
13 1
 
0.9%
9 1
 
0.9%
4 1
 
0.9%
3 3
 
2.8%
2 2
 
1.9%
1 4
 
3.8%

9월 교육 인원
Real number (ℝ)

ZEROS 

Distinct83
Distinct (%)78.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean346.00943
Minimum0
Maximum2624
Zeros13
Zeros (%)12.3%
Negative0
Negative (%)0.0%
Memory size1.1 KiB
2023-12-13T06:48:43.442974image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q111.25
median67.5
Q3474.25
95-th percentile1286.5
Maximum2624
Range2624
Interquartile range (IQR)463

Descriptive statistics

Standard deviation546.59752
Coefficient of variation (CV)1.5797185
Kurtosis5.171436
Mean346.00943
Median Absolute Deviation (MAD)67.5
Skewness2.2145991
Sum36677
Variance298768.85
MonotonicityNot monotonic
2023-12-13T06:48:43.568536image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 13
 
12.3%
5 4
 
3.8%
2 3
 
2.8%
1 2
 
1.9%
12 2
 
1.9%
26 2
 
1.9%
7 2
 
1.9%
28 2
 
1.9%
13 2
 
1.9%
1039 1
 
0.9%
Other values (73) 73
68.9%
ValueCountFrequency (%)
0 13
12.3%
1 2
 
1.9%
2 3
 
2.8%
4 1
 
0.9%
5 4
 
3.8%
6 1
 
0.9%
7 2
 
1.9%
11 1
 
0.9%
12 2
 
1.9%
13 2
 
1.9%
ValueCountFrequency (%)
2624 1
0.9%
2430 1
0.9%
2209 1
0.9%
2046 1
0.9%
1529 1
0.9%
1287 1
0.9%
1285 1
0.9%
1265 1
0.9%
1190 1
0.9%
1172 1
0.9%

9월 일수
Real number (ℝ)

Distinct10
Distinct (%)9.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean26.537736
Minimum0
Maximum40
Zeros1
Zeros (%)0.9%
Negative0
Negative (%)0.0%
Memory size1.1 KiB
2023-12-13T06:48:43.670228image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile2
Q130
median30
Q330
95-th percentile30
Maximum40
Range40
Interquartile range (IQR)0

Descriptive statistics

Standard deviation9.0260728
Coefficient of variation (CV)0.34012219
Kurtosis3.4155705
Mean26.537736
Median Absolute Deviation (MAD)0
Skewness-2.2177633
Sum2813
Variance81.469991
MonotonicityNot monotonic
2023-12-13T06:48:43.774184image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%)
30 89
84.0%
1 4
 
3.8%
3 3
 
2.8%
20 3
 
2.8%
2 2
 
1.9%
13 1
 
0.9%
9 1
 
0.9%
40 1
 
0.9%
4 1
 
0.9%
0 1
 
0.9%
ValueCountFrequency (%)
0 1
 
0.9%
1 4
 
3.8%
2 2
 
1.9%
3 3
 
2.8%
4 1
 
0.9%
9 1
 
0.9%
13 1
 
0.9%
20 3
 
2.8%
30 89
84.0%
40 1
 
0.9%
ValueCountFrequency (%)
40 1
 
0.9%
30 89
84.0%
20 3
 
2.8%
13 1
 
0.9%
9 1
 
0.9%
4 1
 
0.9%
3 3
 
2.8%
2 2
 
1.9%
1 4
 
3.8%
0 1
 
0.9%

10월 교육 인원
Real number (ℝ)

ZEROS 

Distinct83
Distinct (%)78.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean346.00943
Minimum0
Maximum2624
Zeros13
Zeros (%)12.3%
Negative0
Negative (%)0.0%
Memory size1.1 KiB
2023-12-13T06:48:43.889258image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q111.25
median67.5
Q3474.25
95-th percentile1286.5
Maximum2624
Range2624
Interquartile range (IQR)463

Descriptive statistics

Standard deviation546.59752
Coefficient of variation (CV)1.5797185
Kurtosis5.171436
Mean346.00943
Median Absolute Deviation (MAD)67.5
Skewness2.2145991
Sum36677
Variance298768.85
MonotonicityNot monotonic
2023-12-13T06:48:44.020783image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 13
 
12.3%
5 4
 
3.8%
2 3
 
2.8%
1 2
 
1.9%
12 2
 
1.9%
26 2
 
1.9%
7 2
 
1.9%
28 2
 
1.9%
13 2
 
1.9%
1039 1
 
0.9%
Other values (73) 73
68.9%
ValueCountFrequency (%)
0 13
12.3%
1 2
 
1.9%
2 3
 
2.8%
4 1
 
0.9%
5 4
 
3.8%
6 1
 
0.9%
7 2
 
1.9%
11 1
 
0.9%
12 2
 
1.9%
13 2
 
1.9%
ValueCountFrequency (%)
2624 1
0.9%
2430 1
0.9%
2209 1
0.9%
2046 1
0.9%
1529 1
0.9%
1287 1
0.9%
1285 1
0.9%
1265 1
0.9%
1190 1
0.9%
1172 1
0.9%

10월 일수
Real number (ℝ)

Distinct11
Distinct (%)10.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean27.066038
Minimum0
Maximum40
Zeros1
Zeros (%)0.9%
Negative0
Negative (%)0.0%
Memory size1.1 KiB
2023-12-13T06:48:44.136111image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile2
Q130
median31
Q331
95-th percentile31
Maximum40
Range40
Interquartile range (IQR)1

Descriptive statistics

Standard deviation9.2420044
Coefficient of variation (CV)0.3414613
Kurtosis3.3521078
Mean27.066038
Median Absolute Deviation (MAD)0
Skewness-2.2082933
Sum2869
Variance85.414645
MonotonicityNot monotonic
2023-12-13T06:48:44.230524image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=11)
ValueCountFrequency (%)
31 56
52.8%
30 33
31.1%
1 4
 
3.8%
3 3
 
2.8%
20 3
 
2.8%
2 2
 
1.9%
13 1
 
0.9%
9 1
 
0.9%
40 1
 
0.9%
4 1
 
0.9%
ValueCountFrequency (%)
0 1
 
0.9%
1 4
 
3.8%
2 2
 
1.9%
3 3
 
2.8%
4 1
 
0.9%
9 1
 
0.9%
13 1
 
0.9%
20 3
 
2.8%
30 33
31.1%
31 56
52.8%
ValueCountFrequency (%)
40 1
 
0.9%
31 56
52.8%
30 33
31.1%
20 3
 
2.8%
13 1
 
0.9%
9 1
 
0.9%
4 1
 
0.9%
3 3
 
2.8%
2 2
 
1.9%
1 4
 
3.8%

11월 교육 인원
Real number (ℝ)

ZEROS 

Distinct83
Distinct (%)78.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean346.00943
Minimum0
Maximum2624
Zeros13
Zeros (%)12.3%
Negative0
Negative (%)0.0%
Memory size1.1 KiB
2023-12-13T06:48:44.381769image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q111.25
median67.5
Q3474.25
95-th percentile1286.5
Maximum2624
Range2624
Interquartile range (IQR)463

Descriptive statistics

Standard deviation546.59752
Coefficient of variation (CV)1.5797185
Kurtosis5.171436
Mean346.00943
Median Absolute Deviation (MAD)67.5
Skewness2.2145991
Sum36677
Variance298768.85
MonotonicityNot monotonic
2023-12-13T06:48:44.825276image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 13
 
12.3%
5 4
 
3.8%
2 3
 
2.8%
1 2
 
1.9%
12 2
 
1.9%
26 2
 
1.9%
7 2
 
1.9%
28 2
 
1.9%
13 2
 
1.9%
1039 1
 
0.9%
Other values (73) 73
68.9%
ValueCountFrequency (%)
0 13
12.3%
1 2
 
1.9%
2 3
 
2.8%
4 1
 
0.9%
5 4
 
3.8%
6 1
 
0.9%
7 2
 
1.9%
11 1
 
0.9%
12 2
 
1.9%
13 2
 
1.9%
ValueCountFrequency (%)
2624 1
0.9%
2430 1
0.9%
2209 1
0.9%
2046 1
0.9%
1529 1
0.9%
1287 1
0.9%
1285 1
0.9%
1265 1
0.9%
1190 1
0.9%
1172 1
0.9%

11월 일수
Real number (ℝ)

Distinct10
Distinct (%)9.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean26.537736
Minimum0
Maximum40
Zeros1
Zeros (%)0.9%
Negative0
Negative (%)0.0%
Memory size1.1 KiB
2023-12-13T06:48:44.970311image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile2
Q130
median30
Q330
95-th percentile30
Maximum40
Range40
Interquartile range (IQR)0

Descriptive statistics

Standard deviation9.0260728
Coefficient of variation (CV)0.34012219
Kurtosis3.4155705
Mean26.537736
Median Absolute Deviation (MAD)0
Skewness-2.2177633
Sum2813
Variance81.469991
MonotonicityNot monotonic
2023-12-13T06:48:45.126871image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%)
30 89
84.0%
1 4
 
3.8%
3 3
 
2.8%
20 3
 
2.8%
2 2
 
1.9%
13 1
 
0.9%
9 1
 
0.9%
40 1
 
0.9%
4 1
 
0.9%
0 1
 
0.9%
ValueCountFrequency (%)
0 1
 
0.9%
1 4
 
3.8%
2 2
 
1.9%
3 3
 
2.8%
4 1
 
0.9%
9 1
 
0.9%
13 1
 
0.9%
20 3
 
2.8%
30 89
84.0%
40 1
 
0.9%
ValueCountFrequency (%)
40 1
 
0.9%
30 89
84.0%
20 3
 
2.8%
13 1
 
0.9%
9 1
 
0.9%
4 1
 
0.9%
3 3
 
2.8%
2 2
 
1.9%
1 4
 
3.8%
0 1
 
0.9%

12월 교육 인원
Real number (ℝ)

ZEROS 

Distinct84
Distinct (%)79.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean350.88679
Minimum0
Maximum2628
Zeros13
Zeros (%)12.3%
Negative0
Negative (%)0.0%
Memory size1.1 KiB
2023-12-13T06:48:45.296910image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q117.25
median75.5
Q3483.75
95-th percentile1293.75
Maximum2628
Range2628
Interquartile range (IQR)466.5

Descriptive statistics

Standard deviation547.09704
Coefficient of variation (CV)1.5591839
Kurtosis5.1648362
Mean350.88679
Median Absolute Deviation (MAD)75.5
Skewness2.2131338
Sum37194
Variance299315.17
MonotonicityNot monotonic
2023-12-13T06:48:45.510813image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 13
 
12.3%
28 3
 
2.8%
18 3
 
2.8%
12 2
 
1.9%
11 2
 
1.9%
15 2
 
1.9%
32 2
 
1.9%
115 2
 
1.9%
10 2
 
1.9%
960 1
 
0.9%
Other values (74) 74
69.8%
ValueCountFrequency (%)
0 13
12.3%
1 1
 
0.9%
4 1
 
0.9%
10 2
 
1.9%
11 2
 
1.9%
12 2
 
1.9%
13 1
 
0.9%
14 1
 
0.9%
15 2
 
1.9%
16 1
 
0.9%
ValueCountFrequency (%)
2628 1
0.9%
2437 1
0.9%
2218 1
0.9%
2054 1
0.9%
1530 1
0.9%
1294 1
0.9%
1293 1
0.9%
1271 1
0.9%
1200 1
0.9%
1174 1
0.9%

12월 일수
Real number (ℝ)

Distinct11
Distinct (%)10.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean28.801887
Minimum0
Maximum40
Zeros1
Zeros (%)0.9%
Negative0
Negative (%)0.0%
Memory size1.1 KiB
2023-12-13T06:48:45.633605image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile2
Q131
median31
Q335
95-th percentile35
Maximum40
Range40
Interquartile range (IQR)4

Descriptive statistics

Standard deviation9.8603775
Coefficient of variation (CV)0.34235179
Kurtosis3.374051
Mean28.801887
Median Absolute Deviation (MAD)0
Skewness-2.1755021
Sum3053
Variance97.227044
MonotonicityNot monotonic
2023-12-13T06:48:45.757753image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=11)
ValueCountFrequency (%)
31 56
52.8%
35 33
31.1%
1 4
 
3.8%
3 3
 
2.8%
25 3
 
2.8%
2 2
 
1.9%
17 1
 
0.9%
9 1
 
0.9%
40 1
 
0.9%
4 1
 
0.9%
ValueCountFrequency (%)
0 1
 
0.9%
1 4
 
3.8%
2 2
 
1.9%
3 3
 
2.8%
4 1
 
0.9%
9 1
 
0.9%
17 1
 
0.9%
25 3
 
2.8%
31 56
52.8%
35 33
31.1%
ValueCountFrequency (%)
40 1
 
0.9%
35 33
31.1%
31 56
52.8%
25 3
 
2.8%
17 1
 
0.9%
9 1
 
0.9%
4 1
 
0.9%
3 3
 
2.8%
2 2
 
1.9%
1 4
 
3.8%

총 교육 인원
Real number (ℝ)

Distinct97
Distinct (%)91.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean4157.2925
Minimum1
Maximum31492
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.1 KiB
2023-12-13T06:48:45.903587image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile2
Q1144
median815.5
Q35700.5
95-th percentile15445.25
Maximum31492
Range31491
Interquartile range (IQR)5556.5

Descriptive statistics

Standard deviation6559.4665
Coefficient of variation (CV)1.5778218
Kurtosis5.1714219
Mean4157.2925
Median Absolute Deviation (MAD)811.5
Skewness2.2146006
Sum440673
Variance43026601
MonotonicityNot monotonic
2023-12-13T06:48:46.075792image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
2 6
 
5.7%
1 4
 
3.8%
5 2
 
1.9%
31492 1
 
0.9%
5333 1
 
0.9%
1107 1
 
0.9%
7270 1
 
0.9%
11557 1
 
0.9%
12477 1
 
0.9%
35 1
 
0.9%
Other values (87) 87
82.1%
ValueCountFrequency (%)
1 4
3.8%
2 6
5.7%
3 1
 
0.9%
5 2
 
1.9%
12 1
 
0.9%
15 1
 
0.9%
32 1
 
0.9%
34 1
 
0.9%
35 1
 
0.9%
54 1
 
0.9%
ValueCountFrequency (%)
31492 1
0.9%
29167 1
0.9%
26517 1
0.9%
24560 1
0.9%
18349 1
0.9%
15451 1
0.9%
15428 1
0.9%
15186 1
0.9%
14290 1
0.9%
14066 1
0.9%

총 교육 일수
Real number (ℝ)

Distinct10
Distinct (%)9.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean325.09434
Minimum0
Maximum480
Zeros1
Zeros (%)0.9%
Negative0
Negative (%)0.0%
Memory size1.1 KiB
2023-12-13T06:48:46.231068image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile24
Q1365
median365
Q3365
95-th percentile365
Maximum480
Range480
Interquartile range (IQR)0

Descriptive statistics

Standard deviation109.38499
Coefficient of variation (CV)0.33647154
Kurtosis3.7240676
Mean325.09434
Median Absolute Deviation (MAD)0
Skewness-2.3082504
Sum34460
Variance11965.077
MonotonicityNot monotonic
2023-12-13T06:48:46.344400image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%)
365 91
85.8%
12 4
 
3.8%
36 3
 
2.8%
24 2
 
1.9%
160 1
 
0.9%
108 1
 
0.9%
480 1
 
0.9%
48 1
 
0.9%
0 1
 
0.9%
245 1
 
0.9%
ValueCountFrequency (%)
0 1
 
0.9%
12 4
 
3.8%
24 2
 
1.9%
36 3
 
2.8%
48 1
 
0.9%
108 1
 
0.9%
160 1
 
0.9%
245 1
 
0.9%
365 91
85.8%
480 1
 
0.9%
ValueCountFrequency (%)
480 1
 
0.9%
365 91
85.8%
245 1
 
0.9%
160 1
 
0.9%
108 1
 
0.9%
48 1
 
0.9%
36 3
 
2.8%
24 2
 
1.9%
12 4
 
3.8%
0 1
 
0.9%

Sample

교육년도지부코드교육구분교육반 코드1월 교육 인원1월 일수2월 교육 인원2월 일수3월 교육 인원3월 일수4월 교육 인원4월 일수5월 교육 인원5월 일수6월 교육 인원6월 일수7월 교육 인원7월 일수8월 교육 인원8월 일수9월 교육 인원9월 일수10월 교육 인원10월 일수11월 교육 인원11월 일수12월 교육 인원12월 일수총 교육 인원총 교육 일수
02019서울지부특별교육음주1회차26243126242826243126243026243126243026243126243126243026243126243026283131492365
12019서울지부특별교육현장참여교육24303124302824303124303024303124303024303124303124303024303124303024373129167365
22019서울지부특별교육법규준수15293115292815293115293015293115293015293115293115293015293115293015303118349365
32019서울지부긴급자동차긴급자동차2323123228232312323023231232302323123231232302323123230242312794365
42019서울지부특별교육벌점감경교육1563115628156311563015631156301563115631156301563115630160311876365
52019서울지부특별교육음주2회차713171287131713071317130713171317130713171307931860365
62019서울지부특별교육배려운전자163116281631163016311630163116311630163116301831194365
72019서울지부특별교육음주3회차5310280310300310300310310300310300315365
82019부산지부특별교육음주1회차94531945289453194530945319453094531945319453094531945309503111345365
92019부산지부특별교육현장참여교육87531875288753187530875318753087531875318753087531875308813110506365
교육년도지부코드교육구분교육반 코드1월 교육 인원1월 일수2월 교육 인원2월 일수3월 교육 인원3월 일수4월 교육 인원4월 일수5월 교육 인원5월 일수6월 교육 인원6월 일수7월 교육 인원7월 일수8월 교육 인원8월 일수9월 교육 인원9월 일수10월 교육 인원10월 일수11월 교육 인원11월 일수12월 교육 인원12월 일수총 교육 인원총 교육 일수
962019울산경남지부특별교육배려운전자730730730730730730730730730730730173594365
972019울산경남지부특별교육음주3회차2300300300300300300300300300300300352365
982019제주지부특별교육음주1회차2053020530205302053020530205302053020530205302053020530209352464365
992019제주지부특별교육현장참여교육1903019030190301903019030190301903019030190301903019030192352282365
1002019제주지부특별교육법규준수1193011930119301193011930119301193011930119301193011930125351434365
1012019제주지부긴급자동차긴급자동차20118118118119118118118118118118118121912
1022019제주지부특별교육벌점감경교육123012301230123012301230123012301230123012301535147365
1032019제주지부특별교육음주2회차530530530530530530530530530530530123567365
1042019제주지부특별교육음주3회차1300300300300300300300300300300300351365
1052019제주지부특별교육배려운전자13013013013013013013013013013013043515365