gimi9 Pandas Profiling

Dataset statistics

Number of variables	19
Number of observations	121
Missing cells	1419
Missing cells (%)	61.7%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	20.3 KiB
Average record size in memory	172.1 B

Variable types

Numeric	19

Dataset

Description	SRT 열차별 역별 승차인원 수에 따른 공공데이터로 SRT가 운행중인 경부선, 호남선 모두 포함되어 있습니다.(연간데이터)
URL	https://www.data.go.kr/data/15081920/fileData.do

Alerts

`열차번호` is highly overall correlated with `광주송정`	High correlation
`수서` is highly overall correlated with `평택지제` and 3 other fields	High correlation
`동탄` is highly overall correlated with `김천구미` and 7 other fields	High correlation
`평택지제` is highly overall correlated with `수서` and 1 other fields	High correlation
`천안아산` is highly overall correlated with `대전` and 6 other fields	High correlation
`오송` is highly overall correlated with `수서` and 7 other fields	High correlation
`대전` is highly overall correlated with `수서` and 8 other fields	High correlation
`김천구미` is highly overall correlated with `동탄` and 6 other fields	High correlation
`서대구` is highly overall correlated with `동탄` and 7 other fields	High correlation
`동대구` is highly overall correlated with `동탄` and 8 other fields	High correlation
`신경주` is highly overall correlated with `동탄` and 5 other fields	High correlation
`울산` is highly overall correlated with `동탄` and 7 other fields	High correlation
`부산` is highly overall correlated with `대전` and 3 other fields	High correlation
`공주` is highly overall correlated with `천안아산` and 6 other fields	High correlation
`익산` is highly overall correlated with `수서` and 8 other fields	High correlation
`정읍` is highly overall correlated with `동탄` and 6 other fields	High correlation
`광주송정` is highly overall correlated with `열차번호` and 4 other fields	High correlation
`나주` is highly overall correlated with `동탄` and 6 other fields	High correlation
`목포` is highly overall correlated with `오송` and 3 other fields	High correlation
`수서` has 61 (50.4%) missing values	Missing
`동탄` has 46 (38.0%) missing values	Missing
`평택지제` has 75 (62.0%) missing values	Missing
`천안아산` has 56 (46.3%) missing values	Missing
`오송` has 59 (48.8%) missing values	Missing
`대전` has 41 (33.9%) missing values	Missing
`김천구미` has 100 (82.6%) missing values	Missing
`서대구` has 111 (91.7%) missing values	Missing
`동대구` has 41 (33.9%) missing values	Missing
`신경주` has 89 (73.6%) missing values	Missing
`울산` has 73 (60.3%) missing values	Missing
`부산` has 80 (66.1%) missing values	Missing
`공주` has 102 (84.3%) missing values	Missing
`익산` has 81 (66.9%) missing values	Missing
`정읍` has 97 (80.2%) missing values	Missing
`광주송정` has 92 (76.0%) missing values	Missing
`나주` has 103 (85.1%) missing values	Missing
`목포` has 112 (92.6%) missing values	Missing
`열차번호` has unique values	Unique

Reproduction

Analysis started	2023-12-12 13:37:59.213297
Analysis finished	2023-12-12 13:38:36.044298
Duration	36.83 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

열차번호
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	121
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	440.1157

Minimum	301
Maximum	690
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.2 KiB

Quantile statistics

Minimum	301
5-th percentile	307
Q1	331
median	361
Q3	611
95-th percentile	663
Maximum	690
Range	389
Interquartile range (IQR)	280

Descriptive statistics

Standard deviation	141.79981
Coefficient of variation (CV)	0.32218758
Kurtosis	-1.4441791
Mean	440.1157
Median Absolute Deviation (MAD)	41
Skewness	0.66972547
Sum	53254
Variance	20107.187
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
301	1	0.8%
612	1	0.8%
610	1	0.8%
609	1	0.8%
608	1	0.8%
607	1	0.8%
606	1	0.8%
605	1	0.8%
604	1	0.8%
603	1	0.8%
Other values (111)	111	91.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
301	1	0.8%
302	1	0.8%
303	1	0.8%
304	1	0.8%
305	1	0.8%
306	1	0.8%
307	1	0.8%
308	1	0.8%
309	1	0.8%
310	1	0.8%

Value	Count	Frequency (%)
690	1	0.8%
668	1	0.8%
667	1	0.8%
666	1	0.8%
665	1	0.8%
664	1	0.8%
663	1	0.8%
662	1	0.8%
661	1	0.8%
660	1	0.8%

수서
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	60
Distinct (%)	100.0%
Missing	61
Missing (%)	50.4%
Infinite	0
Infinite (%)	0.0%
Mean	126022.47

Minimum	30108
Maximum	206766
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.2 KiB

Quantile statistics

Minimum	30108
5-th percentile	64032.15
Q1	104955
median	123463.5
Q3	146705.25
95-th percentile	187444.85
Maximum	206766
Range	176658
Interquartile range (IQR)	41750.25

Descriptive statistics

Standard deviation	35683.993
Coefficient of variation (CV)	0.28315581
Kurtosis	1.0856345
Mean	126022.47
Median Absolute Deviation (MAD)	19699.5
Skewness	-0.17562203
Sum	7561348
Variance	1.2733474 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
127314	1	0.8%
99563	1	0.8%
186801	1	0.8%
150375	1	0.8%
117427	1	0.8%
122337	1	0.8%
118134	1	0.8%
109431	1	0.8%
31531	1	0.8%
123461	1	0.8%
Other values (50)	50	41.3%
(Missing)	61	50.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
30108	1	0.8%
31531	1	0.8%
53167	1	0.8%
64604	1	0.8%
83927	1	0.8%
84726	1	0.8%
90617	1	0.8%
99563	1	0.8%
99690	1	0.8%
100729	1	0.8%

Value	Count	Frequency (%)
206766	1	0.8%
201830	1	0.8%
199678	1	0.8%
186801	1	0.8%
186452	1	0.8%
180196	1	0.8%
174470	1	0.8%
153206	1	0.8%
151836	1	0.8%
150375	1	0.8%

동탄
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	75
Distinct (%)	100.0%
Missing	46
Missing (%)	38.0%
Infinite	0
Infinite (%)	0.0%
Mean	25247.133

Minimum	1
Maximum	105559
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.2 KiB

Quantile statistics

Minimum	1
5-th percentile	1742.5
Q1	8435
median	16405
Q3	41460.5
95-th percentile	66319.7
Maximum	105559
Range	105558
Interquartile range (IQR)	33025.5

Descriptive statistics

Standard deviation	23107.036
Coefficient of variation (CV)	0.91523403
Kurtosis	1.4329925
Mean	25247.133
Median Absolute Deviation (MAD)	10484
Skewness	1.3012971
Sum	1893535
Variance	5.339351 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
9697	1	0.8%
12465	1	0.8%
15058	1	0.8%
47187	1	0.8%
11508	1	0.8%
52030	1	0.8%
23646	1	0.8%
43881	1	0.8%
11054	1	0.8%
11519	1	0.8%
Other values (65)	65	53.7%
(Missing)	46	38.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1	0.8%
5	1	0.8%
757	1	0.8%
1277	1	0.8%
1942	1	0.8%
2011	1	0.8%
2517	1	0.8%
3032	1	0.8%
4283	1	0.8%
4376	1	0.8%

Value	Count	Frequency (%)
105559	1	0.8%
87228	1	0.8%
86910	1	0.8%
66900	1	0.8%
66071	1	0.8%
63079	1	0.8%
55753	1	0.8%
53676	1	0.8%
52556	1	0.8%
52030	1	0.8%

평택지제
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	46
Distinct (%)	100.0%
Missing	75
Missing (%)	62.0%
Infinite	0
Infinite (%)	0.0%
Mean	23877.478

Minimum	4026
Maximum	52598
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.2 KiB

Quantile statistics

Minimum	4026
5-th percentile	8612
Q1	18273
median	23377
Q3	28730
95-th percentile	35408.75
Maximum	52598
Range	48572
Interquartile range (IQR)	10457

Descriptive statistics

Standard deviation	9291.54
Coefficient of variation (CV)	0.38913406
Kurtosis	1.586557
Mean	23877.478
Median Absolute Deviation (MAD)	5561
Skewness	0.50854591
Sum	1098364
Variance	86332716
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=46)

Value	Count	Frequency (%)
31878	1	0.8%
8590	1	0.8%
35060	1	0.8%
21277	1	0.8%
13636	1	0.8%
28472	1	0.8%
16862	1	0.8%
17508	1	0.8%
22128	1	0.8%
25832	1	0.8%
Other values (36)	36	29.8%
(Missing)	75	62.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
4026	1	0.8%
6802	1	0.8%
8590	1	0.8%
8678	1	0.8%
13636	1	0.8%
13764	1	0.8%
14050	1	0.8%
15577	1	0.8%
16862	1	0.8%
17508	1	0.8%

Value	Count	Frequency (%)
52598	1	0.8%
46706	1	0.8%
35525	1	0.8%
35060	1	0.8%
33463	1	0.8%
33246	1	0.8%
32397	1	0.8%
31878	1	0.8%
29845	1	0.8%
29508	1	0.8%

천안아산
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	65
Distinct (%)	100.0%
Missing	56
Missing (%)	46.3%
Infinite	0
Infinite (%)	0.0%
Mean	17603.292

Minimum	1
Maximum	33731
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.2 KiB

Quantile statistics

Minimum	1
5-th percentile	4688.4
Q1	11712
median	16563
Q3	23907
95-th percentile	32154.4
Maximum	33731
Range	33730
Interquartile range (IQR)	12195

Descriptive statistics

Standard deviation	8247.741
Coefficient of variation (CV)	0.468534
Kurtosis	-0.63127284
Mean	17603.292
Median Absolute Deviation (MAD)	6139
Skewness	0.2024742
Sum	1144214
Variance	68025231
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
16251	1	0.8%
12551	1	0.8%
21117	1	0.8%
9568	1	0.8%
19682	1	0.8%
12768	1	0.8%
14156	1	0.8%
7559	1	0.8%
4497	1	0.8%
4349	1	0.8%
Other values (55)	55	45.5%
(Missing)	56	46.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1	0.8%
3184	1	0.8%
4349	1	0.8%
4497	1	0.8%
5454	1	0.8%
7189	1	0.8%
7559	1	0.8%
9082	1	0.8%
9127	1	0.8%
9291	1	0.8%

Value	Count	Frequency (%)
33731	1	0.8%
33213	1	0.8%
33162	1	0.8%
32354	1	0.8%
31356	1	0.8%
31190	1	0.8%
30565	1	0.8%
29401	1	0.8%
28229	1	0.8%
26557	1	0.8%

오송
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	61
Distinct (%)	98.4%
Missing	59
Missing (%)	48.8%
Infinite	0
Infinite (%)	0.0%
Mean	17565.081

Minimum	1
Maximum	36514
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.2 KiB

Quantile statistics

Minimum	1
5-th percentile	5799.95
Q1	11655.5
median	16901
Q3	22768.75
95-th percentile	30526.2
Maximum	36514
Range	36513
Interquartile range (IQR)	11113.25

Descriptive statistics

Standard deviation	8108.6345
Coefficient of variation (CV)	0.46163378
Kurtosis	-0.45137891
Mean	17565.081
Median Absolute Deviation (MAD)	5610
Skewness	0.18261806
Sum	1089035
Variance	65749953
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
9775	2	1.7%
11008	1	0.8%
16417	1	0.8%
5797	1	0.8%
5856	1	0.8%
4955	1	0.8%
1	1	0.8%
21444	1	0.8%
25823	1	0.8%
32349	1	0.8%
Other values (51)	51	42.1%
(Missing)	59	48.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1	0.8%
1824	1	0.8%
4955	1	0.8%
5797	1	0.8%
5856	1	0.8%
7667	1	0.8%
7701	1	0.8%
8323	1	0.8%
9618	1	0.8%
9775	2	1.7%

Value	Count	Frequency (%)
36514	1	0.8%
33661	1	0.8%
32349	1	0.8%
30597	1	0.8%
29181	1	0.8%
28406	1	0.8%
28293	1	0.8%
28182	1	0.8%
27864	1	0.8%
27134	1	0.8%

대전
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	80
Distinct (%)	100.0%
Missing	41
Missing (%)	33.9%
Infinite	0
Infinite (%)	0.0%
Mean	19639.25

Minimum	2893
Maximum	50777
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.2 KiB

Quantile statistics

Minimum	2893
5-th percentile	5744.1
Q1	13498
median	18583
Q3	24592.75
95-th percentile	35152.25
Maximum	50777
Range	47884
Interquartile range (IQR)	11094.75

Descriptive statistics

Standard deviation	9040.5569
Coefficient of variation (CV)	0.46033107
Kurtosis	0.93929794
Mean	19639.25
Median Absolute Deviation (MAD)	5436
Skewness	0.74513168
Sum	1571140
Variance	81731669
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
21820	1	0.8%
21728	1	0.8%
17457	1	0.8%
18593	1	0.8%
22949	1	0.8%
39816	1	0.8%
17781	1	0.8%
35366	1	0.8%
16122	1	0.8%
18983	1	0.8%
Other values (70)	70	57.9%
(Missing)	41	33.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2893	1	0.8%
3785	1	0.8%
4980	1	0.8%
5062	1	0.8%
5780	1	0.8%
8023	1	0.8%
9791	1	0.8%
10067	1	0.8%
10371	1	0.8%
10447	1	0.8%

Value	Count	Frequency (%)
50777	1	0.8%
40755	1	0.8%
39816	1	0.8%
35366	1	0.8%
35141	1	0.8%
34739	1	0.8%
32861	1	0.8%
32029	1	0.8%
31458	1	0.8%
30629	1	0.8%

김천구미
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	21
Distinct (%)	100.0%
Missing	100
Missing (%)	82.6%
Infinite	0
Infinite (%)	0.0%
Mean	12376.19

Minimum	1611
Maximum	26748
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.2 KiB

Quantile statistics

Minimum	1611
5-th percentile	2298
Q1	6392
median	13084
Q3	15378
95-th percentile	26027
Maximum	26748
Range	25137
Interquartile range (IQR)	8986

Descriptive statistics

Standard deviation	6960.3169
Coefficient of variation (CV)	0.56239575
Kurtosis	-0.13449982
Mean	12376.19
Median Absolute Deviation (MAD)	4882
Skewness	0.39188124
Sum	259900
Variance	48446011
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=21)

Value	Count	Frequency (%)
6143	1	0.8%
1611	1	0.8%
4182	1	0.8%
15378	1	0.8%
2298	1	0.8%
4469	1	0.8%
12755	1	0.8%
19630	1	0.8%
10481	1	0.8%
26748	1	0.8%
Other values (11)	11	9.1%
(Missing)	100	82.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1611	1	0.8%
2298	1	0.8%
4182	1	0.8%
4469	1	0.8%
6143	1	0.8%
6392	1	0.8%
8202	1	0.8%
10481	1	0.8%
10758	1	0.8%
12755	1	0.8%

Value	Count	Frequency (%)
26748	1	0.8%
26027	1	0.8%
19630	1	0.8%
18476	1	0.8%
16479	1	0.8%
15378	1	0.8%
14854	1	0.8%
14502	1	0.8%
13860	1	0.8%
13571	1	0.8%

서대구
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	10
Distinct (%)	100.0%
Missing	111
Missing (%)	91.7%
Infinite	0
Infinite (%)	0.0%
Mean	9295.6

Minimum	5799
Maximum	16559
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.2 KiB

Quantile statistics

Minimum	5799
5-th percentile	5802.6
Q1	6195.25
median	7868.5
Q3	11308.5
95-th percentile	16052.3
Maximum	16559
Range	10760
Interquartile range (IQR)	5113.25

Descriptive statistics

Standard deviation	4040.2518
Coefficient of variation (CV)	0.43464131
Kurtosis	-0.43864382
Mean	9295.6
Median Absolute Deviation (MAD)	1904.5
Skewness	1.0131684
Sum	92956
Variance	16323634
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
6908	1	0.8%
12076	1	0.8%
8829	1	0.8%
9006	1	0.8%
5807	1	0.8%
15433	1	0.8%
16559	1	0.8%
6418	1	0.8%
6121	1	0.8%
5799	1	0.8%
(Missing)	111	91.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
5799	1	0.8%
5807	1	0.8%
6121	1	0.8%
6418	1	0.8%
6908	1	0.8%
8829	1	0.8%
9006	1	0.8%
12076	1	0.8%
15433	1	0.8%
16559	1	0.8%

Value	Count	Frequency (%)
16559	1	0.8%
15433	1	0.8%
12076	1	0.8%
9006	1	0.8%
8829	1	0.8%
6908	1	0.8%
6418	1	0.8%
6121	1	0.8%
5807	1	0.8%
5799	1	0.8%

동대구
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	80
Distinct (%)	100.0%
Missing	41
Missing (%)	33.9%
Infinite	0
Infinite (%)	0.0%
Mean	30479.812

Minimum	1342
Maximum	74657
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.2 KiB

Quantile statistics

Minimum	1342
5-th percentile	7965.35
Q1	13311.25
median	24635.5
Q3	47422.5
95-th percentile	62024.3
Maximum	74657
Range	73315
Interquartile range (IQR)	34111.25

Descriptive statistics

Standard deviation	19235.959
Coefficient of variation (CV)	0.6311049
Kurtosis	-1.1646579
Mean	30479.812
Median Absolute Deviation (MAD)	13513
Skewness	0.43801403
Sum	2438385
Variance	3.7002212 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
40125	1	0.8%
43070	1	0.8%
13776	1	0.8%
43194	1	0.8%
20311	1	0.8%
65322	1	0.8%
14707	1	0.8%
57905	1	0.8%
15250	1	0.8%
36377	1	0.8%
Other values (70)	70	57.9%
(Missing)	41	33.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1342	1	0.8%
3129	1	0.8%
6830	1	0.8%
7345	1	0.8%
7998	1	0.8%
8718	1	0.8%
9721	1	0.8%
10257	1	0.8%
10612	1	0.8%
11039	1	0.8%

Value	Count	Frequency (%)
74657	1	0.8%
65425	1	0.8%
65322	1	0.8%
62429	1	0.8%
62003	1	0.8%
61487	1	0.8%
58938	1	0.8%
57972	1	0.8%
57905	1	0.8%
57210	1	0.8%

신경주
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	32
Distinct (%)	100.0%
Missing	89
Missing (%)	73.6%
Infinite	0
Infinite (%)	0.0%
Mean	14520.469

Minimum	1342
Maximum	42638
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.2 KiB

Quantile statistics

Minimum	1342
5-th percentile	2164.6
Q1	3848
median	7579.5
Q3	26372.25
95-th percentile	34668
Maximum	42638
Range	41296
Interquartile range (IQR)	22524.25

Descriptive statistics

Standard deviation	12674.038
Coefficient of variation (CV)	0.87283948
Kurtosis	-0.97178265
Mean	14520.469
Median Absolute Deviation (MAD)	5470.5
Skewness	0.70871155
Sum	464655
Variance	1.6063125 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=32)

Value	Count	Frequency (%)
6322	1	0.8%
8146	1	0.8%
1553	1	0.8%
24471	1	0.8%
4518	1	0.8%
30759	1	0.8%
3320	1	0.8%
26195	1	0.8%
3905	1	0.8%
33309	1	0.8%
Other values (22)	22	18.2%
(Missing)	89	73.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1342	1	0.8%
1553	1	0.8%
2665	1	0.8%
3203	1	0.8%
3307	1	0.8%
3320	1	0.8%
3351	1	0.8%
3677	1	0.8%
3905	1	0.8%
4518	1	0.8%

Value	Count	Frequency (%)
42638	1	0.8%
36329	1	0.8%
33309	1	0.8%
33285	1	0.8%
30765	1	0.8%
30759	1	0.8%
27405	1	0.8%
26904	1	0.8%
26195	1	0.8%
24471	1	0.8%

울산
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	48
Distinct (%)	100.0%
Missing	73
Missing (%)	60.3%
Infinite	0
Infinite (%)	0.0%
Mean	19242.792

Minimum	732
Maximum	55057
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.2 KiB

Quantile statistics

Minimum	732
5-th percentile	1669
Q1	4006.25
median	9350
Q3	34491.25
95-th percentile	52874.6
Maximum	55057
Range	54325
Interquartile range (IQR)	30485

Descriptive statistics

Standard deviation	17743.725
Coefficient of variation (CV)	0.92209722
Kurtosis	-1.0734598
Mean	19242.792
Median Absolute Deviation (MAD)	7645
Skewness	0.61483663
Sum	923654
Variance	3.1483976 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=48)

Value	Count	Frequency (%)
34921	1	0.8%
52495	1	0.8%
4698	1	0.8%
2831	1	0.8%
37260	1	0.8%
53079	1	0.8%
3277	1	0.8%
37502	1	0.8%
2657	1	0.8%
1825	1	0.8%
Other values (38)	38	31.4%
(Missing)	73	60.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
732	1	0.8%
1554	1	0.8%
1585	1	0.8%
1825	1	0.8%
2302	1	0.8%
2498	1	0.8%
2657	1	0.8%
2788	1	0.8%
2831	1	0.8%
3011	1	0.8%

Value	Count	Frequency (%)
55057	1	0.8%
54612	1	0.8%
53079	1	0.8%
52495	1	0.8%
46433	1	0.8%
41237	1	0.8%
38485	1	0.8%
37502	1	0.8%
37497	1	0.8%
37260	1	0.8%

부산
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	41
Distinct (%)	100.0%
Missing	80
Missing (%)	66.1%
Infinite	0
Infinite (%)	0.0%
Mean	68761.829

Minimum	1
Maximum	123327
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.2 KiB

Quantile statistics

Minimum	1
5-th percentile	37441
Q1	55407
median	70451
Q3	80468
95-th percentile	104678
Maximum	123327
Range	123326
Interquartile range (IQR)	25061

Descriptive statistics

Standard deviation	22471.102
Coefficient of variation (CV)	0.32679617
Kurtosis	1.6848642
Mean	68761.829
Median Absolute Deviation (MAD)	10517
Skewness	-0.25158311
Sum	2819235
Variance	5.0495044 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=41)

Value	Count	Frequency (%)
100516	1	0.8%
75650	1	0.8%
75362	1	0.8%
83987	1	0.8%
73800	1	0.8%
92878	1	0.8%
91370	1	0.8%
80468	1	0.8%
72988	1	0.8%
70908	1	0.8%
Other values (31)	31	25.6%
(Missing)	80	66.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1	0.8%
33169	1	0.8%
37441	1	0.8%
39729	1	0.8%
42523	1	0.8%
47373	1	0.8%
48056	1	0.8%
49558	1	0.8%
51846	1	0.8%
53840	1	0.8%

Value	Count	Frequency (%)
123327	1	0.8%
113652	1	0.8%
104678	1	0.8%
100516	1	0.8%
92878	1	0.8%
91370	1	0.8%
85429	1	0.8%
83987	1	0.8%
81624	1	0.8%
80968	1	0.8%

공주
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	19
Distinct (%)	100.0%
Missing	102
Missing (%)	84.3%
Infinite	0
Infinite (%)	0.0%
Mean	1920.7895

Minimum	332
Maximum	4467
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.2 KiB

Quantile statistics

Minimum	332
5-th percentile	512
Q1	925
median	1330
Q3	3087
95-th percentile	4057.5
Maximum	4467
Range	4135
Interquartile range (IQR)	2162

Descriptive statistics

Standard deviation	1339.108
Coefficient of variation (CV)	0.69716541
Kurtosis	-0.93372695
Mean	1920.7895
Median Absolute Deviation (MAD)	700
Skewness	0.70369624
Sum	36495
Variance	1793210.2
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=19)

Value	Count	Frequency (%)
3182	1	0.8%
566	1	0.8%
630	1	0.8%
332	1	0.8%
1330	1	0.8%
1321	1	0.8%
4012	1	0.8%
532	1	0.8%
1128	1	0.8%
722	1	0.8%
Other values (9)	9	7.4%
(Missing)	102	84.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
332	1	0.8%
532	1	0.8%
566	1	0.8%
630	1	0.8%
722	1	0.8%
1128	1	0.8%
1238	1	0.8%
1315	1	0.8%
1321	1	0.8%
1330	1	0.8%

Value	Count	Frequency (%)
4467	1	0.8%
4012	1	0.8%
3996	1	0.8%
3514	1	0.8%
3182	1	0.8%
2992	1	0.8%
1930	1	0.8%
1892	1	0.8%
1396	1	0.8%
1330	1	0.8%

익산
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	40
Distinct (%)	100.0%
Missing	81
Missing (%)	66.9%
Infinite	0
Infinite (%)	0.0%
Mean	17623.175

Minimum	525
Maximum	53765
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.2 KiB

Quantile statistics

Minimum	525
5-th percentile	2066.8
Q1	5884.5
median	10941
Q3	28685.75
95-th percentile	46105.55
Maximum	53765
Range	53240
Interquartile range (IQR)	22801.25

Descriptive statistics

Standard deviation	14538.814
Coefficient of variation (CV)	0.82498267
Kurtosis	-0.35691776
Mean	17623.175
Median Absolute Deviation (MAD)	7916.5
Skewness	0.80337337
Sum	704927
Variance	2.1137711 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=40)

Value	Count	Frequency (%)
12121	1	0.8%
27968	1	0.8%
7542	1	0.8%
32188	1	0.8%
8667	1	0.8%
24729	1	0.8%
6231	1	0.8%
27687	1	0.8%
7309	1	0.8%
28385	1	0.8%
Other values (30)	30	24.8%
(Missing)	81	66.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
525	1	0.8%
2025	1	0.8%
2069	1	0.8%
2772	1	0.8%
3277	1	0.8%
3674	1	0.8%
4688	1	0.8%
4739	1	0.8%
5140	1	0.8%
5322	1	0.8%

Value	Count	Frequency (%)
53765	1	0.8%
49023	1	0.8%
45952	1	0.8%
36214	1	0.8%
35818	1	0.8%
33710	1	0.8%
32188	1	0.8%
30698	1	0.8%
30489	1	0.8%
29588	1	0.8%

정읍
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	24
Distinct (%)	100.0%
Missing	97
Missing (%)	80.2%
Infinite	0
Infinite (%)	0.0%
Mean	6053.5833

Minimum	263
Maximum	17729
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.2 KiB

Quantile statistics

Minimum	263
5-th percentile	541.5
Q1	1620.25
median	4141.5
Q3	10521
95-th percentile	15062.75
Maximum	17729
Range	17466
Interquartile range (IQR)	8900.75

Descriptive statistics

Standard deviation	5274.7275
Coefficient of variation (CV)	0.8713397
Kurtosis	-0.67703073
Mean	6053.5833
Median Absolute Deviation (MAD)	3237.5
Skewness	0.70522098
Sum	145286
Variance	27822750
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=24)

Value	Count	Frequency (%)
10297	1	0.8%
3711	1	0.8%
6165	1	0.8%
263	1	0.8%
7320	1	0.8%
1989	1	0.8%
8869	1	0.8%
11876	1	0.8%
13265	1	0.8%
1654	1	0.8%
Other values (14)	14	11.6%
(Missing)	97	80.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
263	1	0.8%
516	1	0.8%
686	1	0.8%
845	1	0.8%
1173	1	0.8%
1519	1	0.8%
1654	1	0.8%
1726	1	0.8%
1989	1	0.8%
2284	1	0.8%

Value	Count	Frequency (%)
17729	1	0.8%
15380	1	0.8%
13265	1	0.8%
11876	1	0.8%
11425	1	0.8%
11193	1	0.8%
10297	1	0.8%
8869	1	0.8%
7320	1	0.8%
7157	1	0.8%

광주송정
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	29
Distinct (%)	100.0%
Missing	92
Missing (%)	76.0%
Infinite	0
Infinite (%)	0.0%
Mean	48560.586

Minimum	2245
Maximum	115622
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.2 KiB

Quantile statistics

Minimum	2245
5-th percentile	2423.6
Q1	4875
median	49193
Q3	70097
95-th percentile	101337
Maximum	115622
Range	113377
Interquartile range (IQR)	65222

Descriptive statistics

Standard deviation	35864.438
Coefficient of variation (CV)	0.73855035
Kurtosis	-1.1462974
Mean	48560.586
Median Absolute Deviation (MAD)	36152
Skewness	0.066614572
Sum	1408257
Variance	1.2862579 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=29)

Value	Count	Frequency (%)
44140	1	0.8%
44316	1	0.8%
2284	1	0.8%
39294	1	0.8%
4875	1	0.8%
57961	1	0.8%
3515	1	0.8%
55266	1	0.8%
4492	1	0.8%
62986	1	0.8%
Other values (19)	19	15.7%
(Missing)	92	76.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2245	1	0.8%
2284	1	0.8%
2633	1	0.8%
3116	1	0.8%
3235	1	0.8%
3515	1	0.8%
4492	1	0.8%
4875	1	0.8%
11344	1	0.8%
36792	1	0.8%

Value	Count	Frequency (%)
115622	1	0.8%
101779	1	0.8%
100674	1	0.8%
97570	1	0.8%
86324	1	0.8%
85345	1	0.8%
79781	1	0.8%
70097	1	0.8%
68430	1	0.8%
66648	1	0.8%

나주
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	18
Distinct (%)	100.0%
Missing	103
Missing (%)	85.1%
Infinite	0
Infinite (%)	0.0%
Mean	8496.6667

Minimum	268
Maximum	23856
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.2 KiB

Quantile statistics

Minimum	268
5-th percentile	505.15
Q1	597.75
median	3799
Q3	16059.75
95-th percentile	23695.35
Maximum	23856
Range	23588
Interquartile range (IQR)	15462

Descriptive statistics

Standard deviation	8946.3909
Coefficient of variation (CV)	1.0529295
Kurtosis	-1.4101767
Mean	8496.6667
Median Absolute Deviation (MAD)	3391.5
Skewness	0.53142123
Sum	152940
Variance	80037911
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=18)

Value	Count	Frequency (%)
582	1	0.8%
5717	1	0.8%
268	1	0.8%
10360	1	0.8%
631	1	0.8%
19213	1	0.8%
547	1	0.8%
23856	1	0.8%
795	1	0.8%
14638	1	0.8%
Other values (8)	8	6.6%
(Missing)	103	85.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
268	1	0.8%
547	1	0.8%
570	1	0.8%
582	1	0.8%
592	1	0.8%
615	1	0.8%
631	1	0.8%
795	1	0.8%
1881	1	0.8%
5717	1	0.8%

Value	Count	Frequency (%)
23856	1	0.8%
23667	1	0.8%
19213	1	0.8%
16933	1	0.8%
16082	1	0.8%
15993	1	0.8%
14638	1	0.8%
10360	1	0.8%
5717	1	0.8%
1881	1	0.8%

목포
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	9
Distinct (%)	100.0%
Missing	112
Missing (%)	92.6%
Infinite	0
Infinite (%)	0.0%
Mean	33069

Minimum	21264
Maximum	42450
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.2 KiB

Quantile statistics

Minimum	21264
5-th percentile	23056
Q1	27402
median	34448
Q3	38562
95-th percentile	42280.8
Maximum	42450
Range	21186
Interquartile range (IQR)	11160

Descriptive statistics

Standard deviation	7465.1382
Coefficient of variation (CV)	0.2257443
Kurtosis	-1.2387887
Mean	33069
Median Absolute Deviation (MAD)	7046
Skewness	-0.20088302
Sum	297621
Variance	55728288
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
27402	1	0.8%
29677	1	0.8%
42450	1	0.8%
34448	1	0.8%
36047	1	0.8%
42027	1	0.8%
38562	1	0.8%
25744	1	0.8%
21264	1	0.8%
(Missing)	112	92.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
21264	1	0.8%
25744	1	0.8%
27402	1	0.8%
29677	1	0.8%
34448	1	0.8%
36047	1	0.8%
38562	1	0.8%
42027	1	0.8%
42450	1	0.8%

Value	Count	Frequency (%)
42450	1	0.8%
42027	1	0.8%
38562	1	0.8%
36047	1	0.8%
34448	1	0.8%
29677	1	0.8%
27402	1	0.8%
25744	1	0.8%
21264	1	0.8%

Phik (φk)
Auto

Heatmap
Table

	열차번호	수서	동탄	평택지제	천안아산	오송	대전	김천구미	서대구	동대구	신경주	울산	부산	공주	익산	정읍	광주송정	나주	목포
열차번호	1.000	0.230	0.235	0.348	0.548	0.335	0.656	0.000	0.681	0.000	0.000	0.000	0.000	0.000	0.564	0.000	0.742	0.000	NaN
수서	0.230	1.000	0.537	0.429	0.669	0.191	0.750	0.328	0.165	0.000	0.000	0.000	NaN	0.779	0.074	1.000	NaN	NaN	NaN
동탄	0.235	0.537	1.000	0.934	0.000	0.273	0.611	0.000	1.000	0.560	0.000	0.000	0.000	0.313	0.569	0.700	0.241	0.000	1.000
평택지제	0.348	0.429	0.934	1.000	0.138	0.000	0.000	0.573	NaN	0.000	0.000	0.831	0.738	0.568	0.514	1.000	0.275	0.000	1.000
천안아산	0.548	0.669	0.000	0.138	1.000	0.120	0.633	0.820	1.000	0.548	0.000	0.593	0.522	0.634	0.693	0.000	0.739	0.180	0.416
오송	0.335	0.191	0.273	0.000	0.120	1.000	0.574	0.544	0.000	0.660	0.637	0.743	0.252	0.854	0.623	0.000	0.787	0.542	1.000
대전	0.656	0.750	0.611	0.000	0.633	0.574	1.000	0.789	0.749	0.677	0.386	0.510	0.722	NaN	NaN	NaN	NaN	NaN	NaN
김천구미	0.000	0.328	0.000	0.573	0.820	0.544	0.789	1.000	0.000	0.925	0.544	0.787	0.674	NaN	NaN	NaN	NaN	NaN	NaN
서대구	0.681	0.165	1.000	NaN	1.000	0.000	0.749	0.000	1.000	0.924	0.000	1.000	1.000	NaN	NaN	NaN	NaN	NaN	NaN
동대구	0.000	0.000	0.560	0.000	0.548	0.660	0.677	0.925	0.924	1.000	0.776	0.705	0.735	NaN	NaN	NaN	NaN	NaN	NaN
신경주	0.000	0.000	0.000	0.000	0.000	0.637	0.386	0.544	0.000	0.776	1.000	0.862	0.289	NaN	NaN	NaN	NaN	NaN	NaN
울산	0.000	0.000	0.000	0.831	0.593	0.743	0.510	0.787	1.000	0.705	0.862	1.000	0.640	NaN	NaN	NaN	NaN	NaN	NaN
부산	0.000	NaN	0.000	0.738	0.522	0.252	0.722	0.674	1.000	0.735	0.289	0.640	1.000	NaN	NaN	NaN	NaN	NaN	NaN
공주	0.000	0.779	0.313	0.568	0.634	0.854	NaN	NaN	NaN	NaN	NaN	NaN	NaN	1.000	0.671	0.405	0.693	1.000	1.000
익산	0.564	0.074	0.569	0.514	0.693	0.623	NaN	NaN	NaN	NaN	NaN	NaN	NaN	0.671	1.000	0.823	0.860	0.807	0.284
정읍	0.000	1.000	0.700	1.000	0.000	0.000	NaN	NaN	NaN	NaN	NaN	NaN	NaN	0.405	0.823	1.000	0.796	0.851	0.719
광주송정	0.742	NaN	0.241	0.275	0.739	0.787	NaN	NaN	NaN	NaN	NaN	NaN	NaN	0.693	0.860	0.796	1.000	1.000	0.647
나주	0.000	NaN	0.000	0.000	0.180	0.542	NaN	NaN	NaN	NaN	NaN	NaN	NaN	1.000	0.807	0.851	1.000	1.000	0.905
목포	NaN	NaN	1.000	1.000	0.416	1.000	NaN	NaN	NaN	NaN	NaN	NaN	NaN	1.000	0.284	0.719	0.647	0.905	1.000

Heatmap
Table

	열차번호	수서	동탄	평택지제	천안아산	오송	대전	김천구미	서대구	동대구	신경주	울산	부산	공주	익산	정읍	광주송정	나주	목포
열차번호	1.000	-0.124	-0.090	-0.364	-0.208	-0.171	-0.304	-0.240	-0.394	-0.198	0.142	-0.151	0.276	-0.419	-0.006	0.085	-0.527	-0.119	-0.250
수서	-0.124	1.000	-0.152	0.560	0.362	0.531	0.563	0.309	-0.100	0.338	0.182	-0.206	NaN	0.083	0.511	-0.091	0.200	-0.283	NaN
동탄	-0.090	-0.152	1.000	0.278	-0.377	-0.059	-0.434	-0.626	0.600	-0.603	-0.689	-0.523	-0.178	-0.187	-0.546	-0.561	-0.448	-0.692	0.086
평택지제	-0.364	0.560	0.278	1.000	-0.194	0.477	-0.226	-0.486	NaN	-0.377	-0.362	-0.483	-0.025	0.429	0.571	0.382	0.294	0.000	-0.400
천안아산	-0.208	0.362	-0.377	-0.194	1.000	0.319	0.680	0.688	0.400	0.639	0.221	0.667	0.205	0.564	0.727	0.294	0.471	0.773	0.486
오송	-0.171	0.531	-0.059	0.477	0.319	1.000	0.704	0.321	0.500	0.596	0.379	0.285	0.251	0.615	0.706	0.531	0.470	0.188	0.800
대전	-0.304	0.563	-0.434	-0.226	0.680	0.704	1.000	0.725	0.782	0.857	0.636	0.571	0.513	NaN	NaN	NaN	NaN	NaN	NaN
김천구미	-0.240	0.309	-0.626	-0.486	0.688	0.321	0.725	1.000	1.000	0.848	0.750	0.845	0.345	NaN	NaN	NaN	NaN	NaN	NaN
서대구	-0.394	-0.100	0.600	NaN	0.400	0.500	0.782	1.000	1.000	0.867	0.500	0.643	0.700	NaN	NaN	NaN	NaN	NaN	NaN
동대구	-0.198	0.338	-0.603	-0.377	0.639	0.596	0.857	0.848	0.867	1.000	0.793	0.895	0.649	NaN	NaN	NaN	NaN	NaN	NaN
신경주	0.142	0.182	-0.689	-0.362	0.221	0.379	0.636	0.750	0.500	0.793	1.000	0.857	0.462	NaN	NaN	NaN	NaN	NaN	NaN
울산	-0.151	-0.206	-0.523	-0.483	0.667	0.285	0.571	0.845	0.643	0.895	0.857	1.000	0.536	NaN	NaN	NaN	NaN	NaN	NaN
부산	0.276	NaN	-0.178	-0.025	0.205	0.251	0.513	0.345	0.700	0.649	0.462	0.536	1.000	NaN	NaN	NaN	NaN	NaN	NaN
공주	-0.419	0.083	-0.187	0.429	0.564	0.615	NaN	NaN	NaN	NaN	NaN	NaN	NaN	1.000	0.577	0.873	0.731	0.657	0.500
익산	-0.006	0.511	-0.546	0.571	0.727	0.706	NaN	NaN	NaN	NaN	NaN	NaN	NaN	0.577	1.000	0.891	0.967	0.829	0.367
정읍	0.085	-0.091	-0.561	0.382	0.294	0.531	NaN	NaN	NaN	NaN	NaN	NaN	NaN	0.873	0.891	1.000	0.860	0.791	0.619
광주송정	-0.527	0.200	-0.448	0.294	0.471	0.470	NaN	NaN	NaN	NaN	NaN	NaN	NaN	0.731	0.967	0.860	1.000	0.808	0.067
나주	-0.119	-0.283	-0.692	0.000	0.773	0.188	NaN	NaN	NaN	NaN	NaN	NaN	NaN	0.657	0.829	0.791	0.808	1.000	0.967
목포	-0.250	NaN	0.086	-0.400	0.486	0.800	NaN	NaN	NaN	NaN	NaN	NaN	NaN	0.500	0.367	0.619	0.067	0.967	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

	열차번호	수서	동탄	평택지제	천안아산	오송	대전	김천구미	서대구	동대구	신경주	울산	부산	공주	익산	정읍	광주송정	나주	목포
0	301	53167	38919	<NA>	<NA>	8323	4980	<NA>	<NA>	12573	1342	3662	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
1	302	<NA>	11519	20777	22702	<NA>	25543	<NA>	<NA>	35151	<NA>	23768	39729	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
2	303	121126	<NA>	24631	7189	<NA>	10564	<NA>	<NA>	10612	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
3	304	<NA>	9880	20307	<NA>	23336	32029	<NA>	<NA>	49777	10880	<NA>	48056	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
4	305	84726	49218	<NA>	<NA>	11008	11297	<NA>	<NA>	12877	2665	4141	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
5	306	<NA>	11779	<NA>	20308	16417	22874	10758	6908	37859	<NA>	27658	33169	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
6	307	149271	<NA>	<NA>	15186	<NA>	15462	6143	<NA>	11039	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
7	308	<NA>	<NA>	28233	<NA>	28182	35141	13860	<NA>	57972	15750	<NA>	66784	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
8	309	90617	63079	32397	16055	9618	10067	<NA>	<NA>	8718	<NA>	5228	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
9	310	<NA>	<NA>	<NA>	33162	13123	17526	16479	12076	40392	<NA>	38485	37441	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>

	열차번호	수서	동탄	평택지제	천안아산	오송	대전	김천구미	서대구	동대구	신경주	울산	부산	공주	익산	정읍	광주송정	나주	목포
111	660	<NA>	14958	<NA>	26133	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	4012	28385	11876	62986	16933	36047
112	661	122936	37169	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	1321	8967	<NA>	4492	582	<NA>
113	662	<NA>	10067	<NA>	<NA>	33661	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	30489	8869	55266	23856	42027
114	663	134005	27434	<NA>	<NA>	27134	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	8013	1989	3515	547	<NA>
115	664	<NA>	4376	17694	<NA>	16117	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	1330	24384	7320	57961	19213	38562
116	665	133724	18556	28816	<NA>	21544	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	332	7784	263	4875	631	<NA>
117	666	<NA>	<NA>	<NA>	<NA>	10126	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	630	15622	6165	39294	10360	25744
118	667	108638	23108	<NA>	10095	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	566	3277	<NA>	2284	268	<NA>
119	668	<NA>	757	<NA>	9291	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	12161	3711	44316	5717	21264
120	690	<NA>	105559	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>

Overview

Variables

Interactions

Correlations

Missing values

Sample