Overview

Dataset statistics

Number of variables8
Number of observations52
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory3.7 KiB
Average record size in memory72.5 B

Variable types

Numeric6
Categorical2

Dataset

Description경기장애인구강진료센터 치료유형 운영현황
Author경기복지재단(경기도장애인복지종합지원센터)
URLhttps://data.gg.go.kr/portal/data/service/selectServicePage.do?&infId=33EYMP2GGWFUN580AZ7V26045612&infSeq=1

Alerts

합계(명) is highly overall correlated with 1분기환자수(명) and 3 other fieldsHigh correlation
1분기환자수(명) is highly overall correlated with 합계(명) and 3 other fieldsHigh correlation
2분기환자수(명) is highly overall correlated with 합계(명) and 3 other fieldsHigh correlation
3분기환자수(명) is highly overall correlated with 합계(명) and 3 other fieldsHigh correlation
4분기환자수(명) is highly overall correlated with 합계(명) and 3 other fieldsHigh correlation
합계(명) has 17 (32.7%) zerosZeros
1분기환자수(명) has 23 (44.2%) zerosZeros
2분기환자수(명) has 21 (40.4%) zerosZeros
3분기환자수(명) has 21 (40.4%) zerosZeros
4분기환자수(명) has 17 (32.7%) zerosZeros

Reproduction

Analysis started2024-04-11 02:42:44.942499
Analysis finished2024-04-11 02:42:52.406303
Duration7.46 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

기준년도
Real number (ℝ)

Distinct11
Distinct (%)21.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2018.6923
Minimum2013
Maximum2023
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size600.0 B
2024-04-11T11:42:52.492511image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum2013
5-th percentile2013
Q12016
median2019
Q32022
95-th percentile2023
Maximum2023
Range10
Interquartile range (IQR)6

Descriptive statistics

Standard deviation3.3696364
Coefficient of variation (CV)0.0016692174
Kurtosis-1.3092002
Mean2018.6923
Median Absolute Deviation (MAD)3
Skewness-0.24727927
Sum104972
Variance11.354449
MonotonicityDecreasing
2024-04-11T11:42:52.632127image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=11)
ValueCountFrequency (%)
2023 8
15.4%
2022 8
15.4%
2021 4
7.7%
2020 4
7.7%
2019 4
7.7%
2018 4
7.7%
2017 4
7.7%
2016 4
7.7%
2015 4
7.7%
2014 4
7.7%
ValueCountFrequency (%)
2013 4
7.7%
2014 4
7.7%
2015 4
7.7%
2016 4
7.7%
2017 4
7.7%
2018 4
7.7%
2019 4
7.7%
2020 4
7.7%
2021 4
7.7%
2022 8
15.4%
ValueCountFrequency (%)
2023 8
15.4%
2022 8
15.4%
2021 4
7.7%
2020 4
7.7%
2019 4
7.7%
2018 4
7.7%
2017 4
7.7%
2016 4
7.7%
2015 4
7.7%
2014 4
7.7%

기관명
Categorical

Distinct2
Distinct (%)3.8%
Missing0
Missing (%)0.0%
Memory size548.0 B
경기권역장애인구강진료센터
44 
경기북부장애인구강진료센터

Length

Max length13
Median length13
Mean length13
Min length13

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row경기권역장애인구강진료센터
2nd row경기권역장애인구강진료센터
3rd row경기권역장애인구강진료센터
4th row경기권역장애인구강진료센터
5th row경기북부장애인구강진료센터

Common Values

ValueCountFrequency (%)
경기권역장애인구강진료센터 44
84.6%
경기북부장애인구강진료센터 8
 
15.4%

Length

2024-04-11T11:42:52.775289image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-11T11:42:52.889735image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
경기권역장애인구강진료센터 44
84.6%
경기북부장애인구강진료센터 8
 
15.4%
Distinct5
Distinct (%)9.6%
Missing0
Missing (%)0.0%
Memory size548.0 B
기타
13 
이동진료차량진료 환자 수
13 
장애인구강진료센터 진료자 수(일반진료 환자 수)
13 
장애인구강진료센터 진료자 수(전신마취시설 환자 수)
12 
장애인구강진료센터 진료자 수(전신마취시술 환자 수)
 
1

Length

Max length28
Median length19.5
Mean length17.25
Min length2

Unique

Unique1 ?
Unique (%)1.9%

Sample

1st row기타
2nd row이동진료차량진료 환자 수
3rd row장애인구강진료센터 진료자 수(일반진료 환자 수)
4th row장애인구강진료센터 진료자 수(전신마취시설 환자 수)
5th row기타

Common Values

ValueCountFrequency (%)
기타 13
25.0%
이동진료차량진료 환자 수 13
25.0%
장애인구강진료센터 진료자 수(일반진료 환자 수) 13
25.0%
장애인구강진료센터 진료자 수(전신마취시설 환자 수) 12
23.1%
장애인구강진료센터 진료자 수(전신마취시술 환자 수) 1
 
1.9%

Length

2024-04-11T11:42:53.024607image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-11T11:42:53.168209image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
환자 39
21.4%
39
21.4%
장애인구강진료센터 26
14.3%
진료자 26
14.3%
기타 13
 
7.1%
이동진료차량진료 13
 
7.1%
수(일반진료 13
 
7.1%
수(전신마취시설 12
 
6.6%
수(전신마취시술 1
 
0.5%

합계(명)
Real number (ℝ)

HIGH CORRELATION  ZEROS 

Distinct34
Distinct (%)65.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1492.3077
Minimum0
Maximum7576
Zeros17
Zeros (%)32.7%
Negative0
Negative (%)0.0%
Memory size600.0 B
2024-04-11T11:42:53.342603image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median606
Q31107
95-th percentile6421
Maximum7576
Range7576
Interquartile range (IQR)1107

Descriptive statistics

Standard deviation2239.3102
Coefficient of variation (CV)1.5005687
Kurtosis0.9535277
Mean1492.3077
Median Absolute Deviation (MAD)606
Skewness1.5611664
Sum77600
Variance5014510.3
MonotonicityNot monotonic
2024-04-11T11:42:53.508283image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=34)
ValueCountFrequency (%)
0 17
32.7%
1107 2
 
3.8%
6421 2
 
3.8%
213 1
 
1.9%
1861 1
 
1.9%
767 1
 
1.9%
702 1
 
1.9%
3188 1
 
1.9%
979 1
 
1.9%
547 1
 
1.9%
Other values (24) 24
46.2%
ValueCountFrequency (%)
0 17
32.7%
9 1
 
1.9%
61 1
 
1.9%
118 1
 
1.9%
124 1
 
1.9%
213 1
 
1.9%
408 1
 
1.9%
471 1
 
1.9%
547 1
 
1.9%
569 1
 
1.9%
ValueCountFrequency (%)
7576 1
1.9%
6547 1
1.9%
6421 2
3.8%
6014 1
1.9%
5949 1
1.9%
5642 1
1.9%
5210 1
1.9%
4480 1
1.9%
3524 1
1.9%
3188 1
1.9%

1분기환자수(명)
Real number (ℝ)

HIGH CORRELATION  ZEROS 

Distinct28
Distinct (%)53.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean325.63462
Minimum0
Maximum1784
Zeros23
Zeros (%)44.2%
Negative0
Negative (%)0.0%
Memory size600.0 B
2024-04-11T11:42:53.673367image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median73.5
Q3264
95-th percentile1445.75
Maximum1784
Range1784
Interquartile range (IQR)264

Descriptive statistics

Standard deviation529.20992
Coefficient of variation (CV)1.6251648
Kurtosis1.294096
Mean325.63462
Median Absolute Deviation (MAD)73.5
Skewness1.6638832
Sum16933
Variance280063.14
MonotonicityNot monotonic
2024-04-11T11:42:53.837705image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=28)
ValueCountFrequency (%)
0 23
44.2%
264 2
 
3.8%
1379 2
 
3.8%
78 1
 
1.9%
48 1
 
1.9%
277 1
 
1.9%
113 1
 
1.9%
165 1
 
1.9%
713 1
 
1.9%
177 1
 
1.9%
Other values (18) 18
34.6%
ValueCountFrequency (%)
0 23
44.2%
1 1
 
1.9%
48 1
 
1.9%
69 1
 
1.9%
78 1
 
1.9%
87 1
 
1.9%
113 1
 
1.9%
144 1
 
1.9%
165 1
 
1.9%
177 1
 
1.9%
ValueCountFrequency (%)
1784 1
1.9%
1680 1
1.9%
1465 1
1.9%
1430 1
1.9%
1379 2
3.8%
1376 1
1.9%
1221 1
1.9%
1017 1
1.9%
713 1
1.9%
512 1
1.9%

2분기환자수(명)
Real number (ℝ)

HIGH CORRELATION  ZEROS 

Distinct28
Distinct (%)53.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean371.92308
Minimum0
Maximum1738
Zeros21
Zeros (%)40.4%
Negative0
Negative (%)0.0%
Memory size600.0 B
2024-04-11T11:42:54.004011image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median169.5
Q3351
95-th percentile1589.7
Maximum1738
Range1738
Interquartile range (IQR)351

Descriptive statistics

Standard deviation533.73452
Coefficient of variation (CV)1.435067
Kurtosis1.0229876
Mean371.92308
Median Absolute Deviation (MAD)169.5
Skewness1.5414053
Sum19340
Variance284872.54
MonotonicityNot monotonic
2024-04-11T11:42:54.181066image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=28)
ValueCountFrequency (%)
0 21
40.4%
231 2
 
3.8%
1648 2
 
3.8%
171 2
 
3.8%
321 2
 
3.8%
141 1
 
1.9%
225 1
 
1.9%
49 1
 
1.9%
441 1
 
1.9%
452 1
 
1.9%
Other values (18) 18
34.6%
ValueCountFrequency (%)
0 21
40.4%
49 1
 
1.9%
59 1
 
1.9%
131 1
 
1.9%
141 1
 
1.9%
168 1
 
1.9%
171 2
 
3.8%
225 1
 
1.9%
231 2
 
3.8%
291 1
 
1.9%
ValueCountFrequency (%)
1738 1
1.9%
1648 2
3.8%
1542 1
1.9%
1474 1
1.9%
1452 1
1.9%
1311 1
1.9%
1277 1
1.9%
882 1
1.9%
780 1
1.9%
656 1
1.9%

3분기환자수(명)
Real number (ℝ)

HIGH CORRELATION  ZEROS 

Distinct29
Distinct (%)55.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean387.07692
Minimum0
Maximum1965
Zeros21
Zeros (%)40.4%
Negative0
Negative (%)0.0%
Memory size600.0 B
2024-04-11T11:42:54.343687image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median134
Q3324.75
95-th percentile1669
Maximum1965
Range1965
Interquartile range (IQR)324.75

Descriptive statistics

Standard deviation584.91249
Coefficient of variation (CV)1.5111014
Kurtosis0.87740319
Mean387.07692
Median Absolute Deviation (MAD)134
Skewness1.5303499
Sum20128
Variance342122.62
MonotonicityNot monotonic
2024-04-11T11:42:54.516982image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=29)
ValueCountFrequency (%)
0 21
40.4%
246 3
 
5.8%
1669 2
 
3.8%
207 1
 
1.9%
54 1
 
1.9%
528 1
 
1.9%
90 1
 
1.9%
174 1
 
1.9%
824 1
 
1.9%
444 1
 
1.9%
Other values (19) 19
36.5%
ValueCountFrequency (%)
0 21
40.4%
54 1
 
1.9%
90 1
 
1.9%
101 1
 
1.9%
105 1
 
1.9%
127 1
 
1.9%
141 1
 
1.9%
174 1
 
1.9%
186 1
 
1.9%
192 1
 
1.9%
ValueCountFrequency (%)
1965 1
1.9%
1805 1
1.9%
1669 2
3.8%
1482 1
1.9%
1469 1
1.9%
1429 1
1.9%
1268 1
1.9%
1218 1
1.9%
1120 1
1.9%
824 1
1.9%

4분기환자수(명)
Real number (ℝ)

HIGH CORRELATION  ZEROS 

Distinct33
Distinct (%)63.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean407.67308
Minimum0
Maximum2089
Zeros17
Zeros (%)32.7%
Negative0
Negative (%)0.0%
Memory size600.0 B
2024-04-11T11:42:54.691071image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median122
Q3279.25
95-th percentile1725
Maximum2089
Range2089
Interquartile range (IQR)279.25

Descriptive statistics

Standard deviation609.46983
Coefficient of variation (CV)1.4949965
Kurtosis0.82440926
Mean407.67308
Median Absolute Deviation (MAD)122
Skewness1.5211724
Sum21199
Variance371453.48
MonotonicityNot monotonic
2024-04-11T11:42:54.850098image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=33)
ValueCountFrequency (%)
0 17
32.7%
276 3
 
5.8%
1725 2
 
3.8%
62 1
 
1.9%
615 1
 
1.9%
112 1
 
1.9%
195 1
 
1.9%
871 1
 
1.9%
59 1
 
1.9%
289 1
 
1.9%
Other values (23) 23
44.2%
ValueCountFrequency (%)
0 17
32.7%
9 1
 
1.9%
55 1
 
1.9%
59 1
 
1.9%
61 1
 
1.9%
62 1
 
1.9%
75 1
 
1.9%
112 1
 
1.9%
118 1
 
1.9%
120 1
 
1.9%
ValueCountFrequency (%)
2089 1
1.9%
1825 1
1.9%
1725 2
3.8%
1562 1
1.9%
1444 1
1.9%
1431 1
1.9%
1419 1
1.9%
1363 1
1.9%
1236 1
1.9%
871 1
1.9%

Interactions

2024-04-11T11:42:51.094999image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-11T11:42:47.056273image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-11T11:42:48.024550image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-11T11:42:48.786363image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-11T11:42:49.580686image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-11T11:42:50.342257image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-11T11:42:51.205256image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-11T11:42:47.223309image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-11T11:42:48.137033image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-11T11:42:48.906105image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-11T11:42:49.699488image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-11T11:42:50.455078image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-11T11:42:51.319033image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-11T11:42:47.575437image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-11T11:42:48.273770image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-11T11:42:49.042537image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-11T11:42:49.834684image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-11T11:42:50.585850image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-11T11:42:51.423100image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-11T11:42:47.679717image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-11T11:42:48.406549image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-11T11:42:49.177845image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-11T11:42:49.956299image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-11T11:42:50.706176image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-11T11:42:51.547670image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-11T11:42:47.796469image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-11T11:42:48.537942image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-11T11:42:49.312218image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-11T11:42:50.087162image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-11T11:42:50.844284image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-11T11:42:51.680564image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-11T11:42:47.913103image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-11T11:42:48.671592image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-11T11:42:49.447970image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-11T11:42:50.227079image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-11T11:42:50.976322image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2024-04-11T11:42:54.992434image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
기준년도기관명치료유형분류명합계(명)1분기환자수(명)2분기환자수(명)3분기환자수(명)4분기환자수(명)
기준년도1.0000.6580.0000.0000.0000.0000.0000.000
기관명0.6581.0000.0000.0000.2130.2890.2130.070
치료유형분류명0.0000.0001.0000.6440.6510.5960.6650.686
합계(명)0.0000.0000.6441.0000.9830.9780.9860.986
1분기환자수(명)0.0000.2130.6510.9831.0000.9810.9840.972
2분기환자수(명)0.0000.2890.5960.9780.9811.0000.9770.972
3분기환자수(명)0.0000.2130.6650.9860.9840.9771.0000.987
4분기환자수(명)0.0000.0700.6860.9860.9720.9720.9871.000
2024-04-11T11:42:55.158920image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
치료유형분류명기관명
치료유형분류명1.0000.000
기관명0.0001.000
2024-04-11T11:42:55.286983image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
기준년도합계(명)1분기환자수(명)2분기환자수(명)3분기환자수(명)4분기환자수(명)기관명치료유형분류명
기준년도1.000-0.090-0.129-0.151-0.128-0.0400.4870.000
합계(명)-0.0901.0000.9640.9590.9770.9680.0000.420
1분기환자수(명)-0.1290.9641.0000.9360.9690.9170.1900.427
2분기환자수(명)-0.1510.9590.9361.0000.9640.9040.2630.376
3분기환자수(명)-0.1280.9770.9690.9641.0000.9350.1900.441
4분기환자수(명)-0.0400.9680.9170.9040.9351.0000.0330.462
기관명0.4870.0000.1900.2630.1900.0331.0000.000
치료유형분류명0.0000.4200.4270.3760.4410.4620.0001.000

Missing values

2024-04-11T11:42:52.149605image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-04-11T11:42:52.331530image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

Sample

기준년도기관명치료유형분류명합계(명)1분기환자수(명)2분기환자수(명)3분기환자수(명)4분기환자수(명)
02023경기권역장애인구강진료센터기타00000
12023경기권역장애인구강진료센터이동진료차량진료 환자 수00000
22023경기권역장애인구강진료센터장애인구강진료센터 진료자 수(일반진료 환자 수)64211379164816691725
32023경기권역장애인구강진료센터장애인구강진료센터 진료자 수(전신마취시설 환자 수)1107264321246276
42023경기북부장애인구강진료센터기타118000118
52023경기북부장애인구강진료센터이동진료차량진료 환자 수00000
62023경기북부장애인구강진료센터장애인구강진료센터 진료자 수(일반진료 환자 수)352451265611201236
72023경기북부장애인구강진료센터장애인구강진료센터 진료자 수(전신마취시설 환자 수)64587141195222
82022경기권역장애인구강진료센터기타00000
92022경기권역장애인구강진료센터이동진료차량진료 환자 수00000
기준년도기관명치료유형분류명합계(명)1분기환자수(명)2분기환자수(명)3분기환자수(명)4분기환자수(명)
422015경기권역장애인구강진료센터장애인구강진료센터 진료자 수(일반진료 환자 수)4480101788212181363
432015경기권역장애인구강진료센터장애인구강진료센터 진료자 수(전신마취시설 환자 수)741144171192234
442014경기권역장애인구강진료센터기타97917729944459
452014경기권역장애인구강진료센터이동진료차량진료 환자 수00000
462014경기권역장애인구강진료센터장애인구강진료센터 진료자 수(일반진료 환자 수)3188713780824871
472014경기권역장애인구강진료센터장애인구강진료센터 진료자 수(전신마취시설 환자 수)702165168174195
482013경기권역장애인구강진료센터기타76711345290112
492013경기권역장애인구강진료센터이동진료차량진료 환자 수00000
502013경기권역장애인구강진료센터장애인구강진료센터 진료자 수(일반진료 환자 수)1861277441528615
512013경기권역장애인구강진료센터장애인구강진료센터 진료자 수(전신마취시설 환자 수)21348495462