gimi9 Pandas Profiling

Dataset statistics

Number of variables	19
Number of observations	59
Missing cells	2
Missing cells (%)	0.2%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	9.9 KiB
Average record size in memory	172.2 B

Variable types

Text	1
Numeric	18

Dataset

Description	충청남도에서 발생한 감염병 발생 정보로 이를 통해 감염병 예방 및 퇴치할 수 있도록 개방하고자 합니다. 연도별 및 전국 발행 현황과 충남도의 현황을 제공합니다.
Author	충청남도
URL	https://alldam.chungnam.go.kr/index.chungnam?menuCd=DOM_000000201001001001&st=&cds=&orgCd=&apiType=&isOpen=Y&pageIndex=418&beforeMenuCd=DOM_000000201001001000&publicdatapk=15019589

Alerts

`2012년도 전국` is highly overall correlated with `2012년도 충남` and 16 other fields	High correlation
`2012년도 충남` is highly overall correlated with `2012년도 전국` and 16 other fields	High correlation
`2013년도 전국` is highly overall correlated with `2012년도 전국` and 16 other fields	High correlation
`2013년도 충남` is highly overall correlated with `2012년도 전국` and 16 other fields	High correlation
`2014년도 전국` is highly overall correlated with `2012년도 전국` and 16 other fields	High correlation
`2014년도 충남` is highly overall correlated with `2012년도 전국` and 16 other fields	High correlation
`2015년도 전국` is highly overall correlated with `2012년도 전국` and 16 other fields	High correlation
`2015년도 충남` is highly overall correlated with `2012년도 전국` and 16 other fields	High correlation
`2016년도 전국` is highly overall correlated with `2012년도 전국` and 16 other fields	High correlation
`2016년도 충남` is highly overall correlated with `2012년도 전국` and 16 other fields	High correlation
`2017년도전국` is highly overall correlated with `2012년도 전국` and 16 other fields	High correlation
`2017년도충남` is highly overall correlated with `2012년도 전국` and 16 other fields	High correlation
`2018년도전국` is highly overall correlated with `2012년도 전국` and 16 other fields	High correlation
`2018년도충남` is highly overall correlated with `2012년도 전국` and 16 other fields	High correlation
`2019년도전국` is highly overall correlated with `2012년도 전국` and 16 other fields	High correlation
`2019년도충남` is highly overall correlated with `2012년도 전국` and 16 other fields	High correlation
`2020년도전국` is highly overall correlated with `2012년도 전국` and 16 other fields	High correlation
`2020년도충남` is highly overall correlated with `2012년도 전국` and 16 other fields	High correlation
`2020년도전국` has 1 (1.7%) missing values	Missing
`2020년도충남` has 1 (1.7%) missing values	Missing
`구분` has unique values	Unique
`2012년도 전국` has 27 (45.8%) zeros	Zeros
`2012년도 충남` has 35 (59.3%) zeros	Zeros
`2013년도 전국` has 24 (40.7%) zeros	Zeros
`2013년도 충남` has 33 (55.9%) zeros	Zeros
`2014년도 전국` has 23 (39.0%) zeros	Zeros
`2014년도 충남` has 30 (50.8%) zeros	Zeros
`2015년도 전국` has 25 (42.4%) zeros	Zeros
`2015년도 충남` has 35 (59.3%) zeros	Zeros
`2016년도 전국` has 24 (40.7%) zeros	Zeros
`2016년도 충남` has 32 (54.2%) zeros	Zeros
`2017년도전국` has 21 (35.6%) zeros	Zeros
`2017년도충남` has 28 (47.5%) zeros	Zeros
`2018년도전국` has 21 (35.6%) zeros	Zeros
`2018년도충남` has 31 (52.5%) zeros	Zeros
`2019년도전국` has 20 (33.9%) zeros	Zeros
`2019년도충남` has 31 (52.5%) zeros	Zeros
`2020년도전국` has 20 (33.9%) zeros	Zeros
`2020년도충남` has 30 (50.8%) zeros	Zeros

Reproduction

Analysis started	2024-01-09 21:06:08.561112
Analysis finished	2024-01-09 21:06:38.798429
Duration	30.24 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

구분
Text

UNIQUE

Distinct	59
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	604.0 B

Length

Max length	23
Median length	12
Mean length	5.8813559
Min length	2

Characters and Unicode

Total characters	347
Distinct characters	142
Distinct categories	7 ?
Distinct scripts	3 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	59 ?
Unique (%)	100.0%

Sample

1st row	콜 레 라
2nd row	장티푸스
3rd row	파라티푸스
4th row	세균성이질
5th row	장출혈성대장균감염

Value	Count	Frequency (%)
열	3	3.9%
진	2	2.6%
홍	2	2.6%
풍	2	2.6%
반코마이신내성황색포도알균(vrsa	1	1.3%
뎅기열	1	1.3%
황	1	1.3%
페스트	1	1.3%
카바페넴내성장내세균속균종(cre)감염증	1	1.3%
감염증	1	1.3%
Other values (61)	61	80.3%

Most occurring characters

Value	Count	Frequency (%)
	17	4.9%
증	14	4.0%
염	13	3.7%
성	11	3.2%
열	9	2.6%
스	9	2.6%
균	7	2.0%
라	7	2.0%
형	6	1.7%
루	5	1.4%
Other values (132)	249	71.8%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	305	87.9%
Space Separator	17	4.9%
Uppercase Letter	17	4.9%
Lowercase Letter	3	0.9%
Close Punctuation	2	0.6%
Open Punctuation	2	0.6%
Other Punctuation	1	0.3%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
증	14	4.6%
염	13	4.3%
성	11	3.6%
열	9	3.0%
스	9	3.0%
균	7	2.3%
라	7	2.3%
형	6	2.0%
루	5	1.6%
병	5	1.6%
Other values (116)	219	71.8%

Uppercase Letter

Value	Count	Frequency (%)
C	3	17.6%
B	3	17.6%
R	2	11.8%
A	2	11.8%
D	2	11.8%
J	2	11.8%
V	1	5.9%
S	1	5.9%
E	1	5.9%

Lowercase Letter

Value	Count	Frequency (%)
b	1	33.3%
c	1	33.3%
v	1	33.3%

Space Separator

Value	Count	Frequency (%)
	17	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	2	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	2	100.0%

Other Punctuation

Value	Count	Frequency (%)
/	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	305	87.9%
Common	22	6.3%
Latin	20	5.8%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
증	14	4.6%
염	13	4.3%
성	11	3.6%
열	9	3.0%
스	9	3.0%
균	7	2.3%
라	7	2.3%
형	6	2.0%
루	5	1.6%
병	5	1.6%
Other values (116)	219	71.8%

Latin

Value	Count	Frequency (%)
C	3	15.0%
B	3	15.0%
R	2	10.0%
A	2	10.0%
D	2	10.0%
J	2	10.0%
V	1	5.0%
S	1	5.0%
E	1	5.0%
b	1	5.0%
Other values (2)	2	10.0%

Common

Value	Count	Frequency (%)
	17	77.3%
)	2	9.1%
(	2	9.1%
/	1	4.5%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	305	87.9%
ASCII	42	12.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	17	40.5%
C	3	7.1%
B	3	7.1%
R	2	4.8%
)	2	4.8%
A	2	4.8%
D	2	4.8%
J	2	4.8%
(	2	4.8%
V	1	2.4%
Other values (6)	6	14.3%

Hangul

Value	Count	Frequency (%)
증	14	4.6%
염	13	4.3%
성	11	3.6%
열	9	3.0%
스	9	3.0%
균	7	2.3%
라	7	2.3%
형	6	2.0%
루	5	1.6%
병	5	1.6%
Other values (116)	219	71.8%

2012년도 전국
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	29
Distinct (%)	49.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	872.79661

Minimum	0
Maximum	27763
Zeros	27
Zeros (%)	45.8%
Negative	0
Negative (%)	0.0%
Memory size	663.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	3
Q3	61
95-th percentile	2943.4
Maximum	27763
Range	27763
Interquartile range (IQR)	61

Descriptive statistics

Standard deviation	3863.087
Coefficient of variation (CV)	4.4261022
Kurtosis	42.202792
Mean	872.79661
Median Absolute Deviation (MAD)	3
Skewness	6.2435288
Sum	51495
Variance	14923441
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=29)

Value	Count	Frequency (%)
0	27	45.8%
58	2	3.4%
17	2	3.4%
3	2	3.4%
28	2	3.4%
5	1	1.7%
64	1	1.7%
41	1	1.7%
8604	1	1.7%
364	1	1.7%
Other values (19)	19	32.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	27	45.8%
1	1	1.7%
3	2	3.4%
4	1	1.7%
5	1	1.7%
10	1	1.7%
17	2	3.4%
20	1	1.7%
25	1	1.7%
26	1	1.7%

Value	Count	Frequency (%)
27763	1	1.7%
8604	1	1.7%
7492	1	1.7%
2438	1	1.7%
1197	1	1.7%
968	1	1.7%
787	1	1.7%
542	1	1.7%
364	1	1.7%
289	1	1.7%

2012년도 충남
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	15
Distinct (%)	25.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	42.322034

Minimum	0
Maximum	1250
Zeros	35
Zeros (%)	59.3%
Negative	0
Negative (%)	0.0%
Memory size	663.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	3
95-th percentile	78.4
Maximum	1250
Range	1250
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	189.14622
Coefficient of variation (CV)	4.4692138
Kurtosis	32.147102
Mean	42.322034
Median Absolute Deviation (MAD)	0
Skewness	5.5482722
Sum	2497
Variance	35776.291
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=15)

Value	Count	Frequency (%)
0	35	59.3%
2	6	10.2%
5	3	5.1%
4	2	3.4%
1	2	3.4%
3	2	3.4%
59	1	1.7%
253	1	1.7%
1250	1	1.7%
39	1	1.7%
Other values (5)	5	8.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	35	59.3%
1	2	3.4%
2	6	10.2%
3	2	3.4%
4	2	3.4%
5	3	5.1%
6	1	1.7%
20	1	1.7%
39	1	1.7%
44	1	1.7%

Value	Count	Frequency (%)
1250	1	1.7%
738	1	1.7%
253	1	1.7%
59	1	1.7%
45	1	1.7%
44	1	1.7%
39	1	1.7%
20	1	1.7%
6	1	1.7%
5	3	5.1%

2013년도 전국
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	33
Distinct (%)	55.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1283.7288

Minimum	0
Maximum	37361
Zeros	24
Zeros (%)	40.7%
Negative	0
Negative (%)	0.0%
Memory size	663.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	11
Q3	60
95-th percentile	4346.7
Maximum	37361
Range	37361
Interquartile range (IQR)	60

Descriptive statistics

Standard deviation	5448.4865
Coefficient of variation (CV)	4.2442659
Kurtosis	35.078824
Mean	1283.7288
Median Absolute Deviation (MAD)	11
Skewness	5.6852382
Sum	75740
Variance	29686005
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=33)

Value	Count	Frequency (%)
0	24	40.7%
2	2	3.4%
11	2	3.4%
36	2	3.4%
3	1	1.7%
16	1	1.7%
21	1	1.7%
56	1	1.7%
19	1	1.7%
10365	1	1.7%
Other values (23)	23	39.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	24	40.7%
2	2	3.4%
3	1	1.7%
6	1	1.7%
7	1	1.7%
11	2	3.4%
14	1	1.7%
16	1	1.7%
18	1	1.7%
19	1	1.7%

Value	Count	Frequency (%)
37361	1	1.7%
17024	1	1.7%
10365	1	1.7%
3678	1	1.7%
3211	1	1.7%
867	1	1.7%
798	1	1.7%
527	1	1.7%
445	1	1.7%
294	1	1.7%

2013년도 충남
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	18
Distinct (%)	30.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	68.915254

Minimum	0
Maximum	1842
Zeros	33
Zeros (%)	55.9%
Negative	0
Negative (%)	0.0%
Memory size	663.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	3.5
95-th percentile	211.6
Maximum	1842
Range	1842
Interquartile range (IQR)	3.5

Descriptive statistics

Standard deviation	286.77056
Coefficient of variation (CV)	4.1612059
Kurtosis	27.706115
Mean	68.915254
Median Absolute Deviation (MAD)	0
Skewness	5.1037321
Sum	4066
Variance	82237.355
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=18)

Value	Count	Frequency (%)
0	33	55.9%
1	7	11.9%
2	2	3.4%
5	2	3.4%
3	2	3.4%
7	1	1.7%
6	1	1.7%
34	1	1.7%
4	1	1.7%
62	1	1.7%
Other values (8)	8	13.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	33	55.9%
1	7	11.9%
2	2	3.4%
3	2	3.4%
4	1	1.7%
5	2	3.4%
6	1	1.7%
7	1	1.7%
8	1	1.7%
14	1	1.7%

Value	Count	Frequency (%)
1842	1	1.7%
1010	1	1.7%
775	1	1.7%
149	1	1.7%
79	1	1.7%
62	1	1.7%
49	1	1.7%
34	1	1.7%
14	1	1.7%
8	1	1.7%

2014년도 전국
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	34
Distinct (%)	57.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1571.661

Minimum	0
Maximum	44450
Zeros	23
Zeros (%)	39.0%
Negative	0
Negative (%)	0.0%
Memory size	663.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	11
Q3	99
95-th percentile	6041.1
Maximum	44450
Range	44450
Interquartile range (IQR)	99

Descriptive statistics

Standard deviation	6680.1621
Coefficient of variation (CV)	4.2503835
Kurtosis	32.356555
Mean	1571.661
Median Absolute Deviation (MAD)	11
Skewness	5.5291028
Sum	92728
Variance	44624566
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=34)

Value	Count	Frequency (%)
0	23	39.0%
11	2	3.4%
30	2	3.4%
1	2	3.4%
9	1	1.7%
8130	1	1.7%
58	1	1.7%
17	1	1.7%
344	1	1.7%
6	1	1.7%
Other values (24)	24	40.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	23	39.0%
1	2	3.4%
2	1	1.7%
5	1	1.7%
6	1	1.7%
9	1	1.7%
11	2	3.4%
13	1	1.7%
17	1	1.7%
23	1	1.7%

Value	Count	Frequency (%)
44450	1	1.7%
25286	1	1.7%
8130	1	1.7%
5809	1	1.7%
3912	1	1.7%
1307	1	1.7%
1015	1	1.7%
638	1	1.7%
442	1	1.7%
344	1	1.7%

2014년도 충남
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	16
Distinct (%)	27.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	72.050847

Minimum	0
Maximum	1917
Zeros	30
Zeros (%)	50.8%
Negative	0
Negative (%)	0.0%
Memory size	663.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	4.5
95-th percentile	349.2
Maximum	1917
Range	1917
Interquartile range (IQR)	4.5

Descriptive statistics

Standard deviation	289.92338
Coefficient of variation (CV)	4.0238719
Kurtosis	30.048342
Mean	72.050847
Median Absolute Deviation (MAD)	0
Skewness	5.2469094
Sum	4251
Variance	84055.566
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
0	30	50.8%
1	6	10.2%
2	5	8.5%
3	3	5.1%
41	2	3.4%
12	2	3.4%
6	2	3.4%
9	1	1.7%
819	1	1.7%
297	1	1.7%
Other values (6)	6	10.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	30	50.8%
1	6	10.2%
2	5	8.5%
3	3	5.1%
6	2	3.4%
9	1	1.7%
12	2	3.4%
13	1	1.7%
19	1	1.7%
41	2	3.4%

Value	Count	Frequency (%)
1917	1	1.7%
852	1	1.7%
819	1	1.7%
297	1	1.7%
111	1	1.7%
71	1	1.7%
41	2	3.4%
19	1	1.7%
13	1	1.7%
12	2	3.4%

2015년도 전국
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	34
Distinct (%)	57.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1559.0847

Minimum	0
Maximum	46330
Zeros	25
Zeros (%)	42.4%
Negative	0
Negative (%)	0.0%
Memory size	663.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	6
Q3	96
95-th percentile	7253.1
Maximum	46330
Range	46330
Interquartile range (IQR)	96

Descriptive statistics

Standard deviation	6819.8024
Coefficient of variation (CV)	4.3742346
Kurtosis	34.427927
Mean	1559.0847
Median Absolute Deviation (MAD)	6
Skewness	5.6663085
Sum	91986
Variance	46509705
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=34)

Value	Count	Frequency (%)
0	25	42.4%
2	2	3.4%
33	1	1.7%
15	1	1.7%
9513	1	1.7%
104	1	1.7%
5	1	1.7%
384	1	1.7%
1006	1	1.7%
45	1	1.7%
Other values (24)	24	40.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	25	42.4%
2	2	3.4%
4	1	1.7%
5	1	1.7%
6	1	1.7%
7	1	1.7%
9	1	1.7%
11	1	1.7%
15	1	1.7%
22	1	1.7%

Value	Count	Frequency (%)
46330	1	1.7%
23448	1	1.7%
9513	1	1.7%
7002	1	1.7%
1804	1	1.7%
1006	1	1.7%
699	1	1.7%
384	1	1.7%
255	1	1.7%
228	1	1.7%

2015년도 충남
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	18
Distinct (%)	30.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	69.101695

Minimum	0
Maximum	1837
Zeros	35
Zeros (%)	59.3%
Negative	0
Negative (%)	0.0%
Memory size	663.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	6
95-th percentile	399.9
Maximum	1837
Range	1837
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	281.45421
Coefficient of variation (CV)	4.0730435
Kurtosis	28.653843
Mean	69.101695
Median Absolute Deviation (MAD)	0
Skewness	5.1280964
Sum	4077
Variance	79216.472
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=18)

Value	Count	Frequency (%)
0	35	59.3%
1	4	6.8%
5	2	3.4%
8	2	3.4%
10	2	3.4%
6	2	3.4%
356	1	1.7%
16	1	1.7%
32	1	1.7%
40	1	1.7%
Other values (8)	8	13.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	35	59.3%
1	4	6.8%
2	1	1.7%
3	1	1.7%
5	2	3.4%
6	2	3.4%
7	1	1.7%
8	2	3.4%
10	2	3.4%
12	1	1.7%

Value	Count	Frequency (%)
1837	1	1.7%
858	1	1.7%
795	1	1.7%
356	1	1.7%
57	1	1.7%
40	1	1.7%
32	1	1.7%
16	1	1.7%
12	1	1.7%
10	2	3.4%

2016년도 전국
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	31
Distinct (%)	52.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1763.1017

Minimum	0
Maximum	54057
Zeros	24
Zeros (%)	40.7%
Negative	0
Negative (%)	0.0%
Memory size	663.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	10
Q3	119
95-th percentile	11185.5
Maximum	54057
Range	54057
Interquartile range (IQR)	119

Descriptive statistics

Standard deviation	7566.4335
Coefficient of variation (CV)	4.2915468
Kurtosis	40.893471
Mean	1763.1017
Median Absolute Deviation (MAD)	10
Skewness	6.1057336
Sum	104023
Variance	57250916
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=31)

Value	Count	Frequency (%)
0	24	40.7%
4	4	6.8%
56	2	3.4%
18	2	3.4%
313	1	1.7%
11105	1	1.7%
117	1	1.7%
575	1	1.7%
42	1	1.7%
1568	1	1.7%
Other values (21)	21	35.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	24	40.7%
4	4	6.8%
6	1	1.7%
10	1	1.7%
11	1	1.7%
16	1	1.7%
18	2	3.4%
24	1	1.7%
27	1	1.7%
28	1	1.7%

Value	Count	Frequency (%)
54057	1	1.7%
17057	1	1.7%
11910	1	1.7%
11105	1	1.7%
4679	1	1.7%
1568	1	1.7%
673	1	1.7%
575	1	1.7%
441	1	1.7%
359	1	1.7%

2016년도 충남
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	20
Distinct (%)	33.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	80.457627

Minimum	0
Maximum	2009
Zeros	32
Zeros (%)	54.2%
Negative	0
Negative (%)	0.0%
Memory size	663.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	5
95-th percentile	582.4
Maximum	2009
Range	2009
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	307.64194
Coefficient of variation (CV)	3.8236517
Kurtosis	28.2786
Mean	80.457627
Median Absolute Deviation (MAD)	0
Skewness	5.0531994
Sum	4747
Variance	94643.563
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
0	32	54.2%
1	3	5.1%
4	3	5.1%
2	3	5.1%
5	2	3.4%
3	2	3.4%
1006	1	1.7%
9	1	1.7%
12	1	1.7%
8	1	1.7%
Other values (10)	10	16.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	32	54.2%
1	3	5.1%
2	3	5.1%
3	2	3.4%
4	3	5.1%
5	2	3.4%
7	1	1.7%
8	1	1.7%
9	1	1.7%
11	1	1.7%

Value	Count	Frequency (%)
2009	1	1.7%
1006	1	1.7%
640	1	1.7%
576	1	1.7%
270	1	1.7%
65	1	1.7%
57	1	1.7%
21	1	1.7%
19	1	1.7%
12	1	1.7%

2017년도전국
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	36
Distinct (%)	61.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2591

Minimum	0
Maximum	80092
Zeros	21
Zeros (%)	35.6%
Negative	0
Negative (%)	0.0%
Memory size	663.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	9
Q3	184.5
95-th percentile	11167.6
Maximum	80092
Range	80092
Interquartile range (IQR)	184.5

Descriptive statistics

Standard deviation	11014.488
Coefficient of variation (CV)	4.2510568
Kurtosis	43.988616
Mean	2591
Median Absolute Deviation (MAD)	9
Skewness	6.364087
Sum	152869
Variance	1.2131895 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=36)

Value	Count	Frequency (%)
0	21	35.6%
5	2	3.4%
3	2	3.4%
7	2	3.4%
6396	1	1.7%
10528	1	1.7%
103	1	1.7%
6	1	1.7%
531	1	1.7%
36	1	1.7%
Other values (26)	26	44.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	21	35.6%
2	1	1.7%
3	2	3.4%
5	2	3.4%
6	1	1.7%
7	2	3.4%
9	1	1.7%
11	1	1.7%
17	1	1.7%
18	1	1.7%

Value	Count	Frequency (%)
80092	1	1.7%
22838	1	1.7%
16924	1	1.7%
10528	1	1.7%
6396	1	1.7%
5716	1	1.7%
4419	1	1.7%
2148	1	1.7%
531	1	1.7%
523	1	1.7%

2017년도충남
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	22
Distinct (%)	37.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	123.98305

Minimum	0
Maximum	3354
Zeros	28
Zeros (%)	47.5%
Negative	0
Negative (%)	0.0%
Memory size	663.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	9
95-th percentile	745.9
Maximum	3354
Range	3354
Interquartile range (IQR)	9

Descriptive statistics

Standard deviation	486.27577
Coefficient of variation (CV)	3.9221149
Kurtosis	34.917658
Mean	123.98305
Median Absolute Deviation (MAD)	1
Skewness	5.5979426
Sum	7315
Variance	236464.12
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=22)

Value	Count	Frequency (%)
0	28	47.5%
1	7	11.9%
2	3	5.1%
3	3	5.1%
1250	1	1.7%
30	1	1.7%
13	1	1.7%
8	1	1.7%
106	1	1.7%
225	1	1.7%
Other values (12)	12	20.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	28	47.5%
1	7	11.9%
2	3	5.1%
3	3	5.1%
5	1	1.7%
7	1	1.7%
8	1	1.7%
10	1	1.7%
13	1	1.7%
14	1	1.7%

Value	Count	Frequency (%)
3354	1	1.7%
1250	1	1.7%
1060	1	1.7%
711	1	1.7%
327	1	1.7%
225	1	1.7%
106	1	1.7%
85	1	1.7%
52	1	1.7%
30	1	1.7%

2018년도전국
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	35
Distinct (%)	59.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2889.7966

Minimum	0
Maximum	96467
Zeros	21
Zeros (%)	35.6%
Negative	0
Negative (%)	0.0%
Memory size	663.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	14
Q3	236
95-th percentile	12336.3
Maximum	96467
Range	96467
Interquartile range (IQR)	236

Descriptive statistics

Standard deviation	12965.434
Coefficient of variation (CV)	4.486625
Kurtosis	48.800172
Mean	2889.7966
Median Absolute Deviation (MAD)	14
Skewness	6.764289
Sum	170498
Variance	1.6810247 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=35)

Value	Count	Frequency (%)
0	21	35.6%
2	3	5.1%
47	2	3.4%
3	2	3.4%
10811	1	1.7%
118	1	1.7%
5	1	1.7%
433	1	1.7%
6	1	1.7%
53	1	1.7%
Other values (25)	25	42.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	21	35.6%
1	1	1.7%
2	3	5.1%
3	2	3.4%
5	1	1.7%
6	1	1.7%
14	1	1.7%
15	1	1.7%
16	1	1.7%
17	1	1.7%

Value	Count	Frequency (%)
96467	1	1.7%
19237	1	1.7%
15777	1	1.7%
11954	1	1.7%
10811	1	1.7%
6668	1	1.7%
2437	1	1.7%
2280	1	1.7%
980	1	1.7%
670	1	1.7%

2018년도충남
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	23
Distinct (%)	39.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	113

Minimum	0
Maximum	3187
Zeros	31
Zeros (%)	52.5%
Negative	0
Negative (%)	0.0%
Memory size	663.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	17
95-th percentile	612.7
Maximum	3187
Range	3187
Interquartile range (IQR)	17

Descriptive statistics

Standard deviation	445.59139
Coefficient of variation (CV)	3.9432867
Kurtosis	40.497095
Mean	113
Median Absolute Deviation (MAD)	0
Skewness	6.0466093
Sum	6667
Variance	198551.69
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=23)

Value	Count	Frequency (%)
0	31	52.5%
2	3	5.1%
1	3	5.1%
6	2	3.4%
20	2	3.4%
9	1	1.7%
22	1	1.7%
4	1	1.7%
230	1	1.7%
389	1	1.7%
Other values (13)	13	22.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	31	52.5%
1	3	5.1%
2	3	5.1%
4	1	1.7%
6	2	3.4%
7	1	1.7%
8	1	1.7%
9	1	1.7%
16	1	1.7%
18	1	1.7%

Value	Count	Frequency (%)
3187	1	1.7%
907	1	1.7%
826	1	1.7%
589	1	1.7%
389	1	1.7%
230	1	1.7%
207	1	1.7%
79	1	1.7%
64	1	1.7%
25	1	1.7%

2019년도전국
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	37
Distinct (%)	62.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2710.4576

Minimum	0
Maximum	82871
Zeros	20
Zeros (%)	33.9%
Negative	0
Negative (%)	0.0%
Memory size	663.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	16
Q3	281
95-th percentile	15405.2
Maximum	82871
Range	82871
Interquartile range (IQR)	281

Descriptive statistics

Standard deviation	11305.654
Coefficient of variation (CV)	4.1711235
Kurtosis	45.29492
Mean	2710.4576
Median Absolute Deviation (MAD)	16
Skewness	6.4510756
Sum	159917
Variance	1.278178 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=37)

Value	Count	Frequency (%)
0	20	33.9%
1	2	3.4%
3	2	3.4%
21	2	3.4%
16	1	1.7%
8	1	1.7%
223	1	1.7%
224	1	1.7%
279	1	1.7%
40	1	1.7%
Other values (27)	27	45.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	20	33.9%
1	2	3.4%
2	1	1.7%
3	2	3.4%
8	1	1.7%
9	1	1.7%
14	1	1.7%
15	1	1.7%
16	1	1.7%
21	2	3.4%

Value	Count	Frequency (%)
82871	1	1.7%
17638	1	1.7%
16064	1	1.7%
15332	1	1.7%
9804	1	1.7%
7612	1	1.7%
4023	1	1.7%
1745	1	1.7%
560	1	1.7%
523	1	1.7%

2019년도충남
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	24
Distinct (%)	40.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	116.38983

Minimum	0
Maximum	3010
Zeros	31
Zeros (%)	52.5%
Negative	0
Negative (%)	0.0%
Memory size	663.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	14.5
95-th percentile	473.8
Maximum	3010
Range	3010
Interquartile range (IQR)	14.5

Descriptive statistics

Standard deviation	442.77717
Coefficient of variation (CV)	3.8042599
Kurtosis	33.318303
Mean	116.38983
Median Absolute Deviation (MAD)	0
Skewness	5.5011803
Sum	6867
Variance	196051.62
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=24)

Value	Count	Frequency (%)
0	31	52.5%
1	4	6.8%
4	2	3.4%
21	2	3.4%
24	1	1.7%
8	1	1.7%
236	1	1.7%
382	1	1.7%
62	1	1.7%
57	1	1.7%
Other values (14)	14	23.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	31	52.5%
1	4	6.8%
2	1	1.7%
3	1	1.7%
4	2	3.4%
5	1	1.7%
7	1	1.7%
8	1	1.7%
9	1	1.7%
12	1	1.7%

Value	Count	Frequency (%)
3010	1	1.7%
1439	1	1.7%
724	1	1.7%
446	1	1.7%
382	1	1.7%
323	1	1.7%
236	1	1.7%
62	1	1.7%
57	1	1.7%
27	1	1.7%

2020년도전국
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	33
Distinct (%)	56.9%
Missing	1
Missing (%)	1.7%
Infinite	0
Infinite (%)	0.0%
Mean	1922.7931

Minimum	0
Maximum	61769
Zeros	20
Zeros (%)	33.9%
Negative	0
Negative (%)	0.0%
Memory size	663.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	6.5
Q3	154.25
95-th percentile	10110.1
Maximum	61769
Range	61769
Interquartile range (IQR)	154.25

Descriptive statistics

Standard deviation	8488.399
Coefficient of variation (CV)	4.414619
Kurtosis	45.17914
Mean	1922.7931
Median Absolute Deviation (MAD)	6.5
Skewness	6.4755501
Sum	111522
Variance	72052917
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=33)

Value	Count	Frequency (%)
0	20	33.9%
1	4	6.8%
70	2	3.4%
7	2	3.4%
6	2	3.4%
42	1	1.7%
15765	1	1.7%
9	1	1.7%
61769	1	1.7%
11108	1	1.7%
Other values (23)	23	39.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	20	33.9%
1	4	6.8%
2	1	1.7%
3	1	1.7%
5	1	1.7%
6	2	3.4%
7	2	3.4%
9	1	1.7%
17	1	1.7%
26	1	1.7%

Value	Count	Frequency (%)
61769	1	1.7%
15765	1	1.7%
11108	1	1.7%
9934	1	1.7%
4122	1	1.7%
3520	1	1.7%
2305	1	1.7%
376	1	1.7%
336	1	1.7%
324	1	1.7%

2020년도충남
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	22
Distinct (%)	37.9%
Missing	1
Missing (%)	1.7%
Infinite	0
Infinite (%)	0.0%
Mean	62.5

Minimum	0
Maximum	1668
Zeros	30
Zeros (%)	50.8%
Negative	0
Negative (%)	0.0%
Memory size	663.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	9.75
95-th percentile	359.2
Maximum	1668
Range	1668
Interquartile range (IQR)	9.75

Descriptive statistics

Standard deviation	235.67873
Coefficient of variation (CV)	3.7708597
Kurtosis	39.089183
Mean	62.5
Median Absolute Deviation (MAD)	0
Skewness	5.9092101
Sum	3625
Variance	55544.465
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=22)

Value	Count	Frequency (%)
0	30	50.8%
1	4	6.8%
3	2	3.4%
2	2	3.4%
18	2	3.4%
6	2	3.4%
21	1	1.7%
11	1	1.7%
1668	1	1.7%
261	1	1.7%
Other values (12)	12	20.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	30	50.8%
1	4	6.8%
2	2	3.4%
3	2	3.4%
4	1	1.7%
6	2	3.4%
7	1	1.7%
9	1	1.7%
10	1	1.7%
11	1	1.7%

Value	Count	Frequency (%)
1668	1	1.7%
457	1	1.7%
366	1	1.7%
358	1	1.7%
261	1	1.7%
250	1	1.7%
76	1	1.7%
26	1	1.7%
22	1	1.7%
21	1	1.7%

Phik (φk)
Auto

Heatmap
Table

	구분	2012년도 전국	2012년도 충남	2013년도 전국	2013년도 충남	2014년도 전국	2014년도 충남	2015년도 전국	2015년도 충남	2016년도 전국	2016년도 충남	2017년도전국	2017년도충남	2018년도전국	2018년도충남	2019년도전국	2019년도충남	2020년도전국	2020년도충남
구분	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000
2012년도 전국	1.000	1.000	1.000	1.000	1.000	0.995	0.980	1.000	0.980	0.995	1.000	0.995	0.995	0.729	0.980	0.927	0.879	0.702	0.781
2012년도 충남	1.000	1.000	1.000	1.000	1.000	0.995	0.980	1.000	0.980	0.995	1.000	0.995	0.995	0.729	0.980	0.927	0.879	0.702	0.781
2013년도 전국	1.000	1.000	1.000	1.000	1.000	0.995	0.980	1.000	0.980	0.995	1.000	0.995	0.995	0.729	0.980	0.927	0.879	0.702	0.781
2013년도 충남	1.000	1.000	1.000	1.000	1.000	0.995	0.980	1.000	0.980	0.995	1.000	0.995	0.995	0.729	0.980	0.927	0.879	0.702	0.781
2014년도 전국	1.000	0.995	0.995	0.995	0.995	1.000	0.989	1.000	0.989	1.000	1.000	0.989	1.000	0.759	0.979	0.927	0.923	0.703	0.695
2014년도 충남	1.000	0.980	0.980	0.980	0.980	0.989	1.000	1.000	1.000	0.989	1.000	0.989	0.989	0.759	0.995	0.903	0.829	0.405	0.782
2015년도 전국	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	0.822	0.901	0.697	0.981	0.382	0.471
2015년도 충남	1.000	0.980	0.980	0.980	0.980	0.989	1.000	1.000	1.000	0.989	1.000	0.989	0.989	0.759	0.995	0.903	0.829	0.405	0.782
2016년도 전국	1.000	0.995	0.995	0.995	0.995	1.000	0.989	1.000	0.989	1.000	1.000	0.989	1.000	0.759	0.979	0.927	0.923	0.703	0.695
2016년도 충남	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	0.984	0.978	0.960	0.958	0.434	0.734
2017년도전국	1.000	0.995	0.995	0.995	0.995	0.989	0.989	1.000	0.989	0.989	1.000	1.000	0.989	0.792	0.979	0.903	0.829	0.405	0.695
2017년도충남	1.000	0.995	0.995	0.995	0.995	1.000	0.989	1.000	0.989	1.000	1.000	0.989	1.000	0.759	0.979	0.927	0.923	0.703	0.695
2018년도전국	1.000	0.729	0.729	0.729	0.729	0.759	0.759	0.822	0.759	0.759	0.984	0.792	0.759	1.000	0.822	0.856	0.839	0.569	0.419
2018년도충남	1.000	0.980	0.980	0.980	0.980	0.979	0.995	0.901	0.995	0.979	0.978	0.979	0.979	0.822	1.000	0.924	0.880	0.696	0.836
2019년도전국	1.000	0.927	0.927	0.927	0.927	0.927	0.903	0.697	0.903	0.927	0.960	0.903	0.927	0.856	0.924	1.000	0.892	0.877	0.894
2019년도충남	1.000	0.879	0.879	0.879	0.879	0.923	0.829	0.981	0.829	0.923	0.958	0.829	0.923	0.839	0.880	0.892	1.000	0.471	0.680
2020년도전국	1.000	0.702	0.702	0.702	0.702	0.703	0.405	0.382	0.405	0.703	0.434	0.405	0.703	0.569	0.696	0.877	0.471	1.000	0.986
2020년도충남	1.000	0.781	0.781	0.781	0.781	0.695	0.782	0.471	0.782	0.695	0.734	0.695	0.695	0.419	0.836	0.894	0.680	0.986	1.000

Heatmap
Table

	2012년도 전국	2012년도 충남	2013년도 전국	2013년도 충남	2014년도 전국	2014년도 충남	2015년도 전국	2015년도 충남	2016년도 전국	2016년도 충남	2017년도전국	2017년도충남	2018년도전국	2018년도충남	2019년도전국	2019년도충남	2020년도전국	2020년도충남
2012년도 전국	1.000	0.903	0.938	0.864	0.912	0.905	0.785	0.700	0.784	0.750	0.643	0.587	0.655	0.621	0.660	0.625	0.564	0.553
2012년도 충남	0.903	1.000	0.850	0.871	0.831	0.801	0.755	0.716	0.751	0.774	0.623	0.619	0.673	0.652	0.641	0.612	0.572	0.628
2013년도 전국	0.938	0.850	1.000	0.891	0.960	0.928	0.806	0.702	0.831	0.796	0.644	0.602	0.688	0.656	0.701	0.660	0.576	0.564
2013년도 충남	0.864	0.871	0.891	1.000	0.842	0.827	0.712	0.694	0.733	0.732	0.646	0.644	0.639	0.618	0.595	0.577	0.523	0.590
2014년도 전국	0.912	0.831	0.960	0.842	1.000	0.923	0.856	0.752	0.872	0.851	0.678	0.643	0.734	0.716	0.758	0.720	0.639	0.601
2014년도 충남	0.905	0.801	0.928	0.827	0.923	1.000	0.779	0.761	0.795	0.805	0.612	0.580	0.671	0.681	0.692	0.723	0.564	0.560
2015년도 전국	0.785	0.755	0.806	0.712	0.856	0.779	1.000	0.909	0.938	0.902	0.743	0.695	0.825	0.760	0.807	0.770	0.725	0.673
2015년도 충남	0.700	0.716	0.702	0.694	0.752	0.761	0.909	1.000	0.843	0.862	0.670	0.662	0.773	0.742	0.726	0.777	0.658	0.674
2016년도 전국	0.784	0.751	0.831	0.733	0.872	0.795	0.938	0.843	1.000	0.931	0.782	0.729	0.856	0.786	0.862	0.797	0.722	0.700
2016년도 충남	0.750	0.774	0.796	0.732	0.851	0.805	0.902	0.862	0.931	1.000	0.750	0.749	0.829	0.813	0.829	0.831	0.720	0.742
2017년도전국	0.643	0.623	0.644	0.646	0.678	0.612	0.743	0.670	0.782	0.750	1.000	0.939	0.886	0.836	0.872	0.830	0.759	0.755
2017년도충남	0.587	0.619	0.602	0.644	0.643	0.580	0.695	0.662	0.729	0.749	0.939	1.000	0.838	0.819	0.824	0.812	0.728	0.790
2018년도전국	0.655	0.673	0.688	0.639	0.734	0.671	0.825	0.773	0.856	0.829	0.886	0.838	1.000	0.924	0.962	0.920	0.851	0.838
2018년도충남	0.621	0.652	0.656	0.618	0.716	0.681	0.760	0.742	0.786	0.813	0.836	0.819	0.924	1.000	0.909	0.963	0.820	0.845
2019년도전국	0.660	0.641	0.701	0.595	0.758	0.692	0.807	0.726	0.862	0.829	0.872	0.824	0.962	0.909	1.000	0.921	0.864	0.803
2019년도충남	0.625	0.612	0.660	0.577	0.720	0.723	0.770	0.777	0.797	0.831	0.830	0.812	0.920	0.963	0.921	1.000	0.810	0.826
2020년도전국	0.564	0.572	0.576	0.523	0.639	0.564	0.725	0.658	0.722	0.720	0.759	0.728	0.851	0.820	0.864	0.810	1.000	0.916
2020년도충남	0.553	0.628	0.564	0.590	0.601	0.560	0.673	0.674	0.700	0.742	0.755	0.790	0.838	0.845	0.803	0.826	0.916	1.000

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

First rows
Last rows

	구분	2012년도 전국	2012년도 충남	2013년도 전국	2013년도 충남	2014년도 전국	2014년도 충남	2015년도 전국	2015년도 충남	2016년도 전국	2016년도 충남	2017년도전국	2017년도충남	2018년도전국	2018년도충남	2019년도전국	2019년도충남	2020년도전국	2020년도충남
0	콜 레 라	0	0	3	1	0	0	0	0	4	0	5	0	2	0	1	0	0	0
1	장티푸스	129	2	156	14	251	19	121	8	121	11	128	3	213	7	105	5	71	6
2	파라티푸스	58	2	54	2	37	1	44	2	56	1	73	2	47	0	61	0	95	4
3	세균성이질	90	5	294	8	110	2	88	5	113	5	111	2	191	19	161	2	41	3
4	장출혈성대장균감염	58	2	61	1	111	2	71	1	104	4	138	1	121	6	163	4	318	10
5	A형간염	1197	59	867	49	1307	71	1804	57	4679	270	4419	327	2437	207	17638	1439	3520	250
6	디프테리아	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
7	백 일 해	230	4	36	1	88	12	205	7	129	4	318	5	980	20	507	21	122	2
8	파 상 풍	17	1	22	0	23	0	22	0	24	2	34	2	31	2	33	3	30	6
9	홍 역	3	0	107	0	442	13	7	0	18	3	7	1	15	2	283	7	6	0

	구분	2012년도 전국	2013년도 전국	2013년도 충남	2014년도 전국	2014년도 충남	2015년도 전국	2015년도 충남	2016년도 전국	2016년도 충남	2017년도전국	2017년도충남	2018년도전국	2018년도충남	2019년도전국	2019년도충남	2020년도전국	2020년도충남
49	바이러스성출혈열	0	0	0	0	0	0	0	0	0	96	13	0	0	0	0	0	0
50	신종인플루엔자	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
51	웨스트나일열	1	0	0	0	0	0	0	0	0	31	3	0	0	0	0	0	0
52	라임병	3	11	0	13	1	9	1	27	0	0	0	23	1	21	1	7	1
53	진드기매개뇌	0	0	0	0	0	0	0	0	0	2	0	0	0	0	0	0	0
54	유비저	0	2	0	2	0	4	0	4	0	5	1	2	0	8	0	1	0
55	치쿤구니야열	0	2	0	1	0	2	0	10	1	0	0	3	0	16	0	1	0
56	중증열성혈소판	0	36	2	55	2	79	5	165	9	272	30	259	22	223	24	242	21
57	중동호흡기증후군	0	0	0	0	0	185	16	0	0	0	0	1	0	0	0	1	0
58	지카바이러스감염증	0	0	0	0	0	0	0	16	0	11	1	3	0	9	0	0	0

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Uppercase Letter

Lowercase Letter

Space Separator

Close Punctuation

Open Punctuation

Other Punctuation

Most occurring scripts

Most frequent character per script

Hangul

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Hangul

Interactions

Correlations

Missing values

Sample