gimi9 Pandas Profiling

Dataset statistics

Number of variables	11
Number of observations	10000
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	1.0 MiB
Average record size in memory	106.0 B

Variable types

Numeric	8
Categorical	3

Dataset

Description	o 모집단: 해당년도 만 20세 이상 국민 건강보험 가입자 또는 의료급여수급권자(외국인 포함) o 내용: 해당년도 주·부상병 조건(I60-I64)의 만 20세 이상 환자의 진료에피소드 및 사망건수 o 진료에피소드 구축기준 - 진료개시일 간 간격이 28일 이내인 경우 동일한 진료에피소드로 간주함 - 선별조건 ① 1일 이상 입원 또는 1일 내 사망 또는 응급실 방문 또는 (최초발생 7일 내) 기관 간 전원 ② (최초발생 7일 내) 주 이용기관이 급성기병의원(요양병원 제외)인 경우 ③ (최초발생 7일 내) 주 이용기관에서 주·부상병 조건인 경우
Author	공공데이터포털
URL	https://www.data.go.kr/data/15120147/fileData.do

Alerts

`5세 연령군` is highly overall correlated with `입원에피소드 발생건수`	High correlation
`광역시도` is highly overall correlated with `광역시도명`	High correlation
`인년` is highly overall correlated with `실 인원수`	High correlation
`실 인원수` is highly overall correlated with `인년`	High correlation
`입원에피소드 발생건수` is highly overall correlated with `5세 연령군` and 1 other fields	High correlation
`발생 28일내 사망건수` is highly overall correlated with `입원에피소드 발생건수`	High correlation
`광역시도명` is highly overall correlated with `광역시도`	High correlation
`소득수준` has 821 (8.2%) zeros	Zeros
`입원에피소드 발생건수` has 2486 (24.9%) zeros	Zeros
`발생 28일내 사망건수` has 6453 (64.5%) zeros	Zeros

Reproduction

Analysis started	2024-04-17 12:59:57.926236
Analysis finished	2024-04-17 13:00:05.560675
Duration	7.63 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

발생년도
Real number (ℝ)

Distinct	9
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2009.7958

Minimum	2006
Maximum	2014
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	2006
5-th percentile	2006
Q1	2008
median	2010
Q3	2012
95-th percentile	2014
Maximum	2014
Range	8
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	2.4580697
Coefficient of variation (CV)	0.0012230445
Kurtosis	-1.1781474
Mean	2009.7958
Median Absolute Deviation (MAD)	2
Skewness	0.024902503
Sum	20097958
Variance	6.0421066
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
2008	1201	12.0%
2012	1197	12.0%
2010	1185	11.8%
2013	1179	11.8%
2009	1176	11.8%
2011	1172	11.7%
2006	1146	11.5%
2007	1137	11.4%
2014	607	6.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2006	1146	11.5%
2007	1137	11.4%
2008	1201	12.0%
2009	1176	11.8%
2010	1185	11.8%
2011	1172	11.7%
2012	1197	12.0%
2013	1179	11.8%
2014	607	6.1%

Value	Count	Frequency (%)
2014	607	6.1%
2013	1179	11.8%
2012	1197	12.0%
2011	1172	11.7%
2010	1185	11.8%
2009	1176	11.8%
2008	1201	12.0%
2007	1137	11.4%
2006	1146	11.5%

성별
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

1	5319
2	4681

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
1	5319	53.2%
2	4681	46.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	5319	53.2%
2	4681	46.8%

5세 연령군
Real number (ℝ)

HIGH CORRELATION

Distinct	14
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	52.5305

Minimum	20
Maximum	85
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	20
5-th percentile	20
Q1	35
median	55
Q3	70
95-th percentile	85
Maximum	85
Range	65
Interquartile range (IQR)	35

Descriptive statistics

Standard deviation	20.075218
Coefficient of variation (CV)	0.38216308
Kurtosis	-1.1937817
Mean	52.5305
Median Absolute Deviation (MAD)	15
Skewness	-0.011874624
Sum	525305
Variance	403.01437
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=14)

Value	Count	Frequency (%)
65	776	7.8%
45	747	7.5%
55	734	7.3%
20	726	7.3%
60	714	7.1%
50	711	7.1%
40	710	7.1%
85	710	7.1%
30	710	7.1%
25	707	7.1%
Other values (4)	2755	27.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20	726	7.3%
25	707	7.1%
30	710	7.1%
35	658	6.6%
40	710	7.1%
45	747	7.5%
50	711	7.1%
55	734	7.3%
60	714	7.1%
65	776	7.8%

Value	Count	Frequency (%)
85	710	7.1%
80	695	7.0%
75	695	7.0%
70	707	7.1%
65	776	7.8%
60	714	7.1%
55	734	7.3%
50	711	7.1%
45	747	7.5%
40	710	7.1%

소득수준
Real number (ℝ)

ZEROS

Distinct	12
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	14.6494

Minimum	0
Maximum	99
Zeros	821
Zeros (%)	8.2%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	3
median	11
Q3	13
95-th percentile	99
Maximum	99
Range	99
Interquartile range (IQR)	10

Descriptive statistics

Standard deviation	25.373101
Coefficient of variation (CV)	1.7320232
Kurtosis	6.7697786
Mean	14.6494
Median Absolute Deviation (MAD)	6
Skewness	2.8709715
Sum	146494
Variance	643.79426
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
14	878	8.8%
13	875	8.8%
1	842	8.4%
11	842	8.4%
3	834	8.3%
12	834	8.3%
2	832	8.3%
5	824	8.2%
15	822	8.2%
0	821	8.2%
Other values (2)	1596	16.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	821	8.2%
1	842	8.4%
2	832	8.3%
3	834	8.3%
4	799	8.0%
5	824	8.2%
11	842	8.4%
12	834	8.3%
13	875	8.8%
14	878	8.8%

Value	Count	Frequency (%)
99	797	8.0%
15	822	8.2%
14	878	8.8%
13	875	8.8%
12	834	8.3%
11	842	8.4%
5	824	8.2%
4	799	8.0%
3	834	8.3%
2	832	8.3%

광역시도
Real number (ℝ)

HIGH CORRELATION

Distinct	17
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	38.6793

Minimum	11
Maximum	50
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	11
5-th percentile	26
Q1	30
median	42
Q3	45
95-th percentile	48
Maximum	50
Range	39
Interquartile range (IQR)	15

Descriptive statistics

Standard deviation	8.9457618
Coefficient of variation (CV)	0.23128034
Kurtosis	0.38263156
Mean	38.6793
Median Absolute Deviation (MAD)	5
Skewness	-0.9848357
Sum	386793
Variance	80.026654
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=17)

Value	Count	Frequency (%)
41	870	8.7%
47	867	8.7%
45	864	8.6%
43	849	8.5%
44	760	7.6%
48	734	7.3%
42	581	5.8%
31	580	5.8%
28	562	5.6%
26	559	5.6%
Other values (7)	2774	27.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
11	272	2.7%
26	559	5.6%
27	551	5.5%
28	562	5.6%
29	284	2.8%
30	329	3.3%
31	580	5.8%
36	504	5.0%
41	870	8.7%
42	581	5.8%

Value	Count	Frequency (%)
50	295	2.9%
48	734	7.3%
47	867	8.7%
46	539	5.4%
45	864	8.6%
44	760	7.6%
43	849	8.5%
42	581	5.8%
41	870	8.7%
36	504	5.0%

광역시도명
Categorical

HIGH CORRELATION

Distinct	17
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

경기도	870
경상북도	867
전라북도	864
충청북도	849
충청남도	760
Other values (12)	5790

Length

Max length	7
Median length	5
Mean length	4.4083
Min length	3

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	충청남도
2nd row	인천광역시
3rd row	서울특별시
4th row	울산광역시
5th row	경상북도

Common Values

Value	Count	Frequency (%)
경기도	870	8.7%
경상북도	867	8.7%
전라북도	864	8.6%
충청북도	849	8.5%
충청남도	760	7.6%
경상남도	734	7.3%
강원도	581	5.8%
울산광역시	580	5.8%
인천광역시	562	5.6%
부산광역시	559	5.6%
Other values (7)	2774	27.7%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
경기도	870	8.7%
경상북도	867	8.7%
전라북도	864	8.6%
충청북도	849	8.5%
충청남도	760	7.6%
경상남도	734	7.3%
강원도	581	5.8%
울산광역시	580	5.8%
인천광역시	562	5.6%
부산광역시	559	5.6%
Other values (7)	2774	27.7%

구시군
Categorical

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

1	3626
3	3610
2	2764

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
1	3626	36.3%
3	3610	36.1%
2	2764	27.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	3626	36.3%
3	3610	36.1%
2	2764	27.6%

인년
Real number (ℝ)

HIGH CORRELATION

Distinct	9505
Distinct (%)	95.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3279.0276

Minimum	0.027
Maximum	83644.995
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0.027
5-th percentile	63.383
Q1	444.0825
median	1269.485
Q3	3083.2807
95-th percentile	12761.84
Maximum	83644.995
Range	83644.968
Interquartile range (IQR)	2639.1982

Descriptive statistics

Standard deviation	6736.823
Coefficient of variation (CV)	2.0545186
Kurtosis	40.5349
Mean	3279.0276
Median Absolute Deviation (MAD)	998.031
Skewness	5.493542
Sum	32790276
Variance	45384785
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.0	14	0.1%
11.0	14	0.1%
3.0	10	0.1%
2.0	10	0.1%
5.0	10	0.1%
9.0	9	0.1%
7.0	9	0.1%
14.0	8	0.1%
4.0	8	0.1%
12.0	8	0.1%
Other values (9495)	9900	99.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.027	1	< 0.1%
0.047	1	< 0.1%
0.087	1	< 0.1%
0.09	1	< 0.1%
0.159	1	< 0.1%
0.205	1	< 0.1%
0.225	1	< 0.1%
0.238	1	< 0.1%
0.257	1	< 0.1%
0.258	1	< 0.1%

Value	Count	Frequency (%)
83644.995	1	< 0.1%
81994.012	1	< 0.1%
81717.689	1	< 0.1%
80266.061	1	< 0.1%
80187.602	1	< 0.1%
78445.263	1	< 0.1%
77624.259	1	< 0.1%
76262.78	1	< 0.1%
75656.113	1	< 0.1%
75647.028	1	< 0.1%

실 인원수
Real number (ℝ)

HIGH CORRELATION

Distinct	4756
Distinct (%)	47.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3289.9487

Minimum	1
Maximum	83658
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	1
5-th percentile	66
Q1	453
median	1283
Q3	3098.75
95-th percentile	12787
Maximum	83658
Range	83657
Interquartile range (IQR)	2645.75

Descriptive statistics

Standard deviation	6740.3043
Coefficient of variation (CV)	2.0487566
Kurtosis	40.475678
Mean	3289.9487
Median Absolute Deviation (MAD)	1004
Skewness	5.4890929
Sum	32899487
Variance	45431702
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	23	0.2%
3	23	0.2%
2	20	0.2%
5	16	0.2%
11	16	0.2%
4	15	0.1%
12	14	0.1%
283	14	0.1%
123	13	0.1%
7	13	0.1%
Other values (4746)	9833	98.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	23	0.2%
2	20	0.2%
3	23	0.2%
4	15	0.1%
5	16	0.2%
6	12	0.1%
7	13	0.1%
8	9	0.1%
9	12	0.1%
10	7	0.1%

Value	Count	Frequency (%)
83658	1	< 0.1%
82009	1	< 0.1%
81746	1	< 0.1%
80295	1	< 0.1%
80202	1	< 0.1%
78472	1	< 0.1%
77640	1	< 0.1%
76285	1	< 0.1%
75663	1	< 0.1%
75660	1	< 0.1%

입원에피소드 발생건수
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	244
Distinct (%)	2.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	18.8116

Minimum	0
Maximum	493
Zeros	2486
Zeros (%)	24.9%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	5
Q3	20
95-th percentile	84
Maximum	493
Range	493
Interquartile range (IQR)	19

Descriptive statistics

Standard deviation	36.524278
Coefficient of variation (CV)	1.9415828
Kurtosis	26.914109
Mean	18.8116
Median Absolute Deviation (MAD)	5
Skewness	4.2920187
Sum	188116
Variance	1334.0229
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	2486	24.9%
1	866	8.7%
2	587	5.9%
3	451	4.5%
4	375	3.8%
5	323	3.2%
6	285	2.9%
8	265	2.6%
7	237	2.4%
9	213	2.1%
Other values (234)	3912	39.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2486	24.9%
1	866	8.7%
2	587	5.9%
3	451	4.5%
4	375	3.8%
5	323	3.2%
6	285	2.9%
7	237	2.4%
8	265	2.6%
9	213	2.1%

Value	Count	Frequency (%)
493	1	< 0.1%
472	1	< 0.1%
455	1	< 0.1%
394	1	< 0.1%
375	1	< 0.1%
374	2	< 0.1%
363	1	< 0.1%
360	1	< 0.1%
345	1	< 0.1%
332	1	< 0.1%

발생 28일내 사망건수
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	25
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.9544

Minimum	0
Maximum	37
Zeros	6453
Zeros (%)	64.5%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	5
Maximum	37
Range	37
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	2.0878114
Coefficient of variation (CV)	2.1875644
Kurtosis	29.780132
Mean	0.9544
Median Absolute Deviation (MAD)	0
Skewness	4.3032929
Sum	9544
Variance	4.3589565
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=25)

Value	Count	Frequency (%)
0	6453	64.5%
1	1636	16.4%
2	740	7.4%
3	378	3.8%
4	239	2.4%
5	144	1.4%
6	114	1.1%
7	81	0.8%
8	61	0.6%
9	41	0.4%
Other values (15)	113	1.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	6453	64.5%
1	1636	16.4%
2	740	7.4%
3	378	3.8%
4	239	2.4%
5	144	1.4%
6	114	1.1%
7	81	0.8%
8	61	0.6%
9	41	0.4%

Value	Count	Frequency (%)
37	1	< 0.1%
25	1	< 0.1%
24	1	< 0.1%
23	2	< 0.1%
21	3	< 0.1%
19	1	< 0.1%
18	3	< 0.1%
17	5	0.1%
16	6	0.1%
15	5	0.1%

Heatmap
Table

	발생년도	성별	5세 연령군	소득수준	광역시도	광역시도명	구시군	인년	실 인원수	입원에피소드 발생건수	발생 28일내 사망건수
발생년도	1.000	0.335	0.033	0.000	0.071	0.076	0.070	0.019	0.020	0.000	0.046
성별	0.335	1.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.034	0.046
5세 연령군	0.033	0.000	1.000	0.000	0.000	0.000	0.000	0.218	0.218	0.226	0.232
소득수준	0.000	0.000	0.000	1.000	0.000	0.000	0.052	0.188	0.188	0.189	0.130
광역시도	0.071	0.000	0.000	0.000	1.000	1.000	0.494	0.454	0.453	0.342	0.383
광역시도명	0.076	0.000	0.000	0.000	1.000	1.000	0.644	0.504	0.504	0.410	0.333
구시군	0.070	0.000	0.000	0.052	0.494	0.644	1.000	0.320	0.320	0.276	0.149
인년	0.019	0.000	0.218	0.188	0.454	0.504	0.320	1.000	1.000	0.253	0.122
실 인원수	0.020	0.000	0.218	0.188	0.453	0.504	0.320	1.000	1.000	0.254	0.123
입원에피소드 발생건수	0.000	0.034	0.226	0.189	0.342	0.410	0.276	0.253	0.254	1.000	0.617
발생 28일내 사망건수	0.046	0.046	0.232	0.130	0.383	0.333	0.149	0.122	0.123	0.617	1.000

Heatmap
Table

	구시군	성별	광역시도명
구시군	1.000	0.000	0.445
성별	0.000	1.000	0.000
광역시도명	0.445	0.000	1.000

Heatmap
Table

	발생년도	5세 연령군	소득수준	광역시도	인년	실 인원수	입원에피소드 발생건수	발생 28일내 사망건수	성별	광역시도명	구시군
발생년도	1.000	-0.009	0.004	0.010	0.033	0.032	-0.013	-0.064	0.237	0.036	0.042
5세 연령군	-0.009	1.000	0.016	0.012	-0.359	-0.352	0.528	0.462	0.000	0.000	0.000
소득수준	0.004	0.016	1.000	-0.015	0.108	0.107	-0.169	-0.090	0.000	0.000	0.015
광역시도	0.010	0.012	-0.015	1.000	0.018	0.018	0.027	-0.014	0.000	1.000	0.361
인년	0.033	-0.359	0.108	0.018	1.000	1.000	0.352	0.220	0.000	0.222	0.202
실 인원수	0.032	-0.352	0.107	0.018	1.000	1.000	0.357	0.226	0.000	0.222	0.202
입원에피소드 발생건수	-0.013	0.528	-0.169	0.027	0.352	0.357	1.000	0.710	0.034	0.176	0.126
발생 28일내 사망건수	-0.064	0.462	-0.090	-0.014	0.220	0.226	0.710	1.000	0.035	0.146	0.094
성별	0.237	0.000	0.000	0.000	0.000	0.000	0.034	0.035	1.000	0.000	0.000
광역시도명	0.036	0.000	0.000	1.000	0.222	0.222	0.176	0.146	0.000	1.000	0.445
구시군	0.042	0.000	0.015	0.361	0.202	0.202	0.126	0.094	0.000	0.445	1.000

Count
Matrix

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.

First rows
Last rows

	발생년도	성별	5세 연령군	소득수준	광역시도	광역시도명	구시군	인년	실 인원수	입원에피소드 발생건수	발생 28일내 사망건수
9517	2006	2	60	15	44	충청남도	3	1095.668	1099	11	0
16455	2007	1	75	14	28	인천광역시	1	1667.747	1721	65	5
25280	2008	1	45	3	11	서울특별시	1	33523.958	33570	98	3
37638	2009	1	50	13	31	울산광역시	1	2638.806	2642	10	0
33145	2008	2	65	99	47	경상북도	2	816.118	819	0	0
49506	2010	1	50	14	30	대전광역시	1	5262.836	5272	18	1
61639	2011	1	50	15	42	강원도	3	1224.0	1224	2	0
60513	2011	1	40	3	29	광주광역시	1	5679.163	5685	9	2
52617	2010	1	85	99	45	전라북도	3	107.824	117	0	0
53792	2010	2	30	13	41	경기도	3	1139.406	1140	1	0

	발생년도	성별	5세 연령군	소득수준	광역시도	광역시도명	구시군	인년	실 인원수	입원에피소드 발생건수	발생 28일내 사망건수
4486	2006	1	70	14	28	인천광역시	3	324.197	329	4	0
85441	2013	1	50	4	30	대전광역시	1	4375.056	4385	7	0
94019	2013	2	80	14	36	세종특별자치시	1	244.762	249	5	0
77248	2012	2	25	1	26	부산광역시	3	128.0	128	0	0
73908	2012	1	55	4	26	부산광역시	3	283.016	284	3	0
16481	2007	1	75	14	48	경상남도	2	2840.14	2926	136	14
25575	2008	1	45	99	41	경기도	3	502.0	502	0	0
51299	2010	1	70	99	26	부산광역시	1	1174.129	1200	0	0
66484	2011	2	40	1	30	대전광역시	1	5151.322	5158	12	0
98097	2014	1	60	5	47	경상북도	2	4100.692	4110	23	0

Overview

Variables

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values

Length

Common Values (Plot)

Interactions

Correlations

Missing values

Sample