gimi9 Pandas Profiling

Dataset statistics

Number of variables	19
Number of observations	657
Missing cells	873
Missing cells (%)	7.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	108.6 KiB
Average record size in memory	169.2 B

Variable types

Numeric	17
Categorical	2

Dataset

Description	Data provides consumer counts for services provided to aging citizens of Iowa funded through federal and state programs starting in 2009 and is updated annually. It includes self-reported demographic information for services provided by age group, gender, live alone status, rural status, poverty status, racial identity, and ethnicity (per U.S. Census definitions). Counts include only those individuals who provided a response on intake. Intakes are completed on service initiation and annually thereafter. Unduplicated counts are by service; an individual may have received more than one service.
Author	미국
URL	https://catalog.data.gov/dataset/iowa-aging-services-consumer-counts-by-fiscal-year-age-group-and-service

Alerts

`Fiscal Year` is highly overall correlated with `Consumers - Other Race`	High correlation
`Consumers` is highly overall correlated with `Male Consumers` and 12 other fields	High correlation
`Male Consumers` is highly overall correlated with `Consumers` and 12 other fields	High correlation
`Female Consumers` is highly overall correlated with `Consumers` and 12 other fields	High correlation
`Consumers in Rural Areas` is highly overall correlated with `Consumers` and 12 other fields	High correlation
`Conumsers Living Alone` is highly overall correlated with `Consumers` and 12 other fields	High correlation
`Consumers in Poverty` is highly overall correlated with `Consumers` and 12 other fields	High correlation
`Hispanic Consumers` is highly overall correlated with `Consumers` and 12 other fields	High correlation
`Non-Hispanic Consumers` is highly overall correlated with `Consumers` and 12 other fields	High correlation
`White, Not Hispanic Consumers` is highly overall correlated with `Consumers` and 12 other fields	High correlation
`White, Hispanic Consumers` is highly overall correlated with `Consumers` and 12 other fields	High correlation
`Native American Consumers` is highly overall correlated with `Consumers` and 12 other fields	High correlation
`Asian Consumers` is highly overall correlated with `Consumers` and 12 other fields	High correlation
`African American Consumers` is highly overall correlated with `Consumers` and 12 other fields	High correlation
`Hawaiian Pacific Islander Consumers` is highly overall correlated with `Consumers` and 12 other fields	High correlation
`Consumers - Other Race` is highly overall correlated with `Fiscal Year`	High correlation
`Hispanic Consumers` has 24 (3.7%) missing values	Missing
`White, Not Hispanic Consumers` has 165 (25.1%) missing values	Missing
`White, Hispanic Consumers` has 205 (31.2%) missing values	Missing
`Native American Consumers` has 23 (3.5%) missing values	Missing
`Asian Consumers` has 47 (7.2%) missing values	Missing
`African American Consumers` has 12 (1.8%) missing values	Missing
`Hawaiian Pacific Islander Consumers` has 55 (8.4%) missing values	Missing
`Consumers - Other Race` has 70 (10.7%) missing values	Missing
`Consumers - Two or More Races` has 270 (41.1%) missing values	Missing
`Male Consumers` has 8 (1.2%) zeros	Zeros
`Consumers in Rural Areas` has 10 (1.5%) zeros	Zeros
`Consumers in Poverty` has 27 (4.1%) zeros	Zeros
`Hispanic Consumers` has 97 (14.8%) zeros	Zeros
`White, Hispanic Consumers` has 91 (13.9%) zeros	Zeros
`Native American Consumers` has 261 (39.7%) zeros	Zeros
`Asian Consumers` has 209 (31.8%) zeros	Zeros
`African American Consumers` has 52 (7.9%) zeros	Zeros
`Hawaiian Pacific Islander Consumers` has 310 (47.2%) zeros	Zeros
`Consumers - Other Race` has 404 (61.5%) zeros	Zeros
`Consumers - Two or More Races` has 257 (39.1%) zeros	Zeros

Reproduction

Analysis started	2024-02-20 23:54:50.063155
Analysis finished	2024-02-20 23:55:28.873141
Duration	38.81 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

Fiscal Year
Real number (ℝ)

HIGH CORRELATION

Distinct	15
Distinct (%)	2.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2017.0868

Minimum	2009
Maximum	2023
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	5.9 KiB

Quantile statistics

Minimum	2009
5-th percentile	2010
Q1	2014
median	2017
Q3	2021
95-th percentile	2023
Maximum	2023
Range	14
Interquartile range (IQR)	7

Descriptive statistics

Standard deviation	4.0885874
Coefficient of variation (CV)	0.0020269765
Kurtosis	-0.9075754
Mean	2017.0868
Median Absolute Deviation (MAD)	3
Skewness	-0.35333098
Sum	1325226
Variance	16.716547
Monotonicity	Increasing

Histogram with fixed size bins (bins=15)

Value	Count	Frequency (%)
2016	63	9.6%
2017	63	9.6%
2023	57	8.7%
2018	54	8.2%
2020	54	8.2%
2021	54	8.2%
2022	54	8.2%
2019	51	7.8%
2010	30	4.6%
2011	30	4.6%
Other values (5)	147	22.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2009	27	4.1%
2010	30	4.6%
2011	30	4.6%
2012	30	4.6%
2013	30	4.6%
2014	30	4.6%
2015	30	4.6%
2016	63	9.6%
2017	63	9.6%
2018	54	8.2%

Value	Count	Frequency (%)
2023	57	8.7%
2022	54	8.2%
2021	54	8.2%
2020	54	8.2%
2019	51	7.8%
2018	54	8.2%
2017	63	9.6%
2016	63	9.6%
2015	30	4.6%
2014	30	4.6%

Age Group
Categorical

Distinct	6
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Memory size	5.3 KiB

Age 60-74	111
Age 75-84	111
Age 85+	111
60-74	108
75-84	108

Length

Max length	9
Median length	7
Mean length	6.3607306
Min length	3

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Age 60-74
2nd row	Age 75-84
3rd row	Age 85+
4th row	Age 60-74
5th row	Age 75-84

Common Values

Value	Count	Frequency (%)
Age 60-74	111	16.9%
Age 75-84	111	16.9%
Age 85+	111	16.9%
60-74	108	16.4%
75-84	108	16.4%
85+	108	16.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
age	333	33.6%
60-74	219	22.1%
75-84	219	22.1%
85	219	22.1%

Service
Categorical

Distinct	31
Distinct (%)	4.7%
Missing	0
Missing (%)	0.0%
Memory size	5.3 KiB

Personal Care	45
Case Management	45
Nutrition Counseling	45
Homemaker	45
Chore	45
Other values (26)	432

Length

Max length	37
Median length	25
Mean length	18.076104
Min length	5

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Personal Care
2nd row	Personal Care
3rd row	Personal Care
4th row	Homemaker
5th row	Homemaker

Common Values

Value	Count	Frequency (%)
Personal Care	45	6.8%
Case Management	45	6.8%
Nutrition Counseling	45	6.8%
Homemaker	45	6.8%
Chore	45	6.8%
Home Delivered Meals	33	5.0%
Congregate Meals	33	5.0%
Adult Day Care / Health	27	4.1%
Nutrition Education	24	3.7%
Options Counseling	24	3.7%
Other values (21)	291	44.3%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
	111	7.2%
nutrition	93	6.0%
care	90	5.8%
health	70	4.5%
counseling	69	4.5%
meals	66	4.3%
eapa	54	3.5%
homemaker	45	2.9%
chore	45	2.9%
home	45	2.9%
Other values (35)	858	55.5%

Consumers
Real number (ℝ)

HIGH CORRELATION

Distinct	527
Distinct (%)	80.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2715.6484

Minimum	0
Maximum	42986
Zeros	5
Zeros (%)	0.8%
Negative	0
Negative (%)	0.0%
Memory size	5.9 KiB

Quantile statistics

Minimum	0
5-th percentile	29.8
Q1	129
median	411
Q3	3093
95-th percentile	13708.8
Maximum	42986
Range	42986
Interquartile range (IQR)	2964

Descriptive statistics

Standard deviation	5467.2835
Coefficient of variation (CV)	2.0132516
Kurtosis	16.255152
Mean	2715.6484
Median Absolute Deviation (MAD)	354
Skewness	3.6433613
Sum	1784181
Variance	29891189
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	5	0.8%
56	4	0.6%
78	4	0.6%
92	4	0.6%
88	3	0.5%
68	3	0.5%
34	3	0.5%
173	3	0.5%
115	3	0.5%
86	3	0.5%
Other values (517)	622	94.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	5	0.8%
1	2	0.3%
3	1	0.2%
4	1	0.2%
6	1	0.2%
7	1	0.2%
8	1	0.2%
11	1	0.2%
12	1	0.2%
15	1	0.2%

Value	Count	Frequency (%)
42986	1	0.2%
39034	1	0.2%
38418	1	0.2%
33957	1	0.2%
31793	1	0.2%
30350	1	0.2%
28142	1	0.2%
27408	1	0.2%
27086	1	0.2%
24546	1	0.2%

Male Consumers
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	395
Distinct (%)	60.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	920.66514

Minimum	0
Maximum	18494
Zeros	8
Zeros (%)	1.2%
Negative	0
Negative (%)	0.0%
Memory size	5.9 KiB

Quantile statistics

Minimum	0
5-th percentile	8.8
Q1	35
median	99
Q3	1008
95-th percentile	4167.6
Maximum	18494
Range	18494
Interquartile range (IQR)	973

Descriptive statistics

Standard deviation	2023.9544
Coefficient of variation (CV)	2.198361
Kurtosis	22.909879
Mean	920.66514
Median Absolute Deviation (MAD)	85
Skewness	4.2487682
Sum	604877
Variance	4096391.3
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
16	13	2.0%
22	11	1.7%
13	8	1.2%
18	8	1.2%
50	8	1.2%
0	8	1.2%
28	7	1.1%
17	7	1.1%
9	6	0.9%
30	6	0.9%
Other values (385)	575	87.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	8	1.2%
1	1	0.2%
2	3	0.5%
3	3	0.5%
4	4	0.6%
5	5	0.8%
6	3	0.5%
7	1	0.2%
8	5	0.8%
9	6	0.9%

Value	Count	Frequency (%)
18494	1	0.2%
14869	1	0.2%
13685	1	0.2%
13462	1	0.2%
13385	1	0.2%
12747	1	0.2%
11629	1	0.2%
10587	1	0.2%
9334	1	0.2%
9203	1	0.2%

Female Consumers
Real number (ℝ)

HIGH CORRELATION

Distinct	502
Distinct (%)	76.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1778.6119

Minimum	0
Maximum	24972
Zeros	5
Zeros (%)	0.8%
Negative	0
Negative (%)	0.0%
Memory size	5.9 KiB

Quantile statistics

Minimum	0
5-th percentile	20.8
Q1	87
median	305
Q3	2053
95-th percentile	9378.2
Maximum	24972
Range	24972
Interquartile range (IQR)	1966

Descriptive statistics

Standard deviation	3443.894
Coefficient of variation (CV)	1.9362819
Kurtosis	13.897274
Mean	1778.6119
Median Absolute Deviation (MAD)	265
Skewness	3.4040231
Sum	1168548
Variance	11860406
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
49	6	0.9%
28	6	0.9%
42	5	0.8%
73	5	0.8%
45	5	0.8%
0	5	0.8%
36	5	0.8%
167	4	0.6%
138	4	0.6%
25	4	0.6%
Other values (492)	608	92.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	5	0.8%
1	2	0.3%
3	4	0.6%
4	1	0.2%
5	1	0.2%
8	1	0.2%
9	1	0.2%
10	1	0.2%
11	2	0.3%
12	2	0.3%

Value	Count	Frequency (%)
24972	1	0.2%
24375	1	0.2%
24066	1	0.2%
20222	1	0.2%
18894	1	0.2%
18660	1	0.2%
18283	1	0.2%
16421	1	0.2%
15158	1	0.2%
14954	1	0.2%

Consumers in Rural Areas
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	425
Distinct (%)	64.9%
Missing	2
Missing (%)	0.3%
Infinite	0
Infinite (%)	0.0%
Mean	1321.4427

Minimum	0
Maximum	22824
Zeros	10
Zeros (%)	1.5%
Negative	0
Negative (%)	0.0%
Memory size	5.9 KiB

Quantile statistics

Minimum	0
5-th percentile	4.7
Q1	43
median	184
Q3	1086.5
95-th percentile	6834.9
Maximum	22824
Range	22824
Interquartile range (IQR)	1043.5

Descriptive statistics

Standard deviation	2931.4827
Coefficient of variation (CV)	2.2183955
Kurtosis	16.986867
Mean	1321.4427
Median Absolute Deviation (MAD)	172
Skewness	3.8030202
Sum	865545
Variance	8593590.6
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	10	1.5%
5	8	1.2%
24	8	1.2%
1	7	1.1%
7	7	1.1%
3	6	0.9%
4	6	0.9%
51	5	0.8%
16	5	0.8%
52	5	0.8%
Other values (415)	588	89.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	10	1.5%
1	7	1.1%
2	4	0.6%
3	6	0.9%
4	6	0.9%
5	8	1.2%
6	5	0.8%
7	7	1.1%
8	4	0.6%
9	4	0.6%

Value	Count	Frequency (%)
22824	1	0.2%
20727	1	0.2%
19891	1	0.2%
18561	1	0.2%
17018	1	0.2%
16831	1	0.2%
15354	1	0.2%
13712	1	0.2%
13524	1	0.2%
13473	1	0.2%

Conumsers Living Alone
Real number (ℝ)

HIGH CORRELATION

Distinct	488
Distinct (%)	74.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1513.0274

Minimum	0
Maximum	25471
Zeros	6
Zeros (%)	0.9%
Negative	0
Negative (%)	0.0%
Memory size	5.9 KiB

Quantile statistics

Minimum	0
5-th percentile	13
Q1	69
median	294
Q3	1824
95-th percentile	7702.4
Maximum	25471
Range	25471
Interquartile range (IQR)	1755

Descriptive statistics

Standard deviation	3054.8585
Coefficient of variation (CV)	2.0190372
Kurtosis	19.310349
Mean	1513.0274
Median Absolute Deviation (MAD)	265
Skewness	3.9064078
Sum	994059
Variance	9332160.6
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
13	8	1.2%
0	6	0.9%
69	5	0.8%
23	5	0.8%
25	5	0.8%
4	5	0.8%
15	5	0.8%
29	4	0.6%
1	4	0.6%
56	4	0.6%
Other values (478)	606	92.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	6	0.9%
1	4	0.6%
2	2	0.3%
4	5	0.8%
6	3	0.5%
8	4	0.6%
9	3	0.5%
10	1	0.2%
12	1	0.2%
13	8	1.2%

Value	Count	Frequency (%)
25471	1	0.2%
25085	1	0.2%
21440	1	0.2%
18607	1	0.2%
17148	1	0.2%
15970	1	0.2%
14955	1	0.2%
14465	1	0.2%
14375	1	0.2%
14231	1	0.2%

Consumers in Poverty
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	414
Distinct (%)	63.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	810.15525

Minimum	0
Maximum	16797
Zeros	27
Zeros (%)	4.1%
Negative	0
Negative (%)	0.0%
Memory size	5.9 KiB

Quantile statistics

Minimum	0
5-th percentile	2
Q1	34
median	144
Q3	977
95-th percentile	3847.4
Maximum	16797
Range	16797
Interquartile range (IQR)	943

Descriptive statistics

Standard deviation	1619.3749
Coefficient of variation (CV)	1.9988452
Kurtosis	25.521572
Mean	810.15525
Median Absolute Deviation (MAD)	134
Skewness	4.241011
Sum	532272
Variance	2622375.1
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	27	4.1%
4	9	1.4%
10	8	1.2%
14	8	1.2%
8	6	0.9%
13	6	0.9%
18	6	0.9%
2	6	0.9%
26	5	0.8%
27	5	0.8%
Other values (404)	571	86.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	27	4.1%
1	4	0.6%
2	6	0.9%
3	5	0.8%
4	9	1.4%
5	4	0.6%
6	1	0.2%
7	3	0.5%
8	6	0.9%
9	2	0.3%

Value	Count	Frequency (%)
16797	1	0.2%
12913	1	0.2%
10590	1	0.2%
9280	1	0.2%
8795	1	0.2%
8785	1	0.2%
7983	1	0.2%
7479	1	0.2%
7478	1	0.2%
7100	1	0.2%

Hispanic Consumers
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	136
Distinct (%)	21.5%
Missing	24
Missing (%)	3.7%
Infinite	0
Infinite (%)	0.0%
Mean	36.579779

Minimum	0
Maximum	731
Zeros	97
Zeros (%)	14.8%
Negative	0
Negative (%)	0.0%
Memory size	5.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	6
Q3	37
95-th percentile	188.8
Maximum	731
Range	731
Interquartile range (IQR)	36

Descriptive statistics

Standard deviation	76.758212
Coefficient of variation (CV)	2.0983782
Kurtosis	24.153641
Mean	36.579779
Median Absolute Deviation (MAD)	6
Skewness	4.2312097
Sum	23155
Variance	5891.8231
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	97	14.8%
1	83	12.6%
2	46	7.0%
3	35	5.3%
4	33	5.0%
5	22	3.3%
6	18	2.7%
7	9	1.4%
12	9	1.4%
8	8	1.2%
Other values (126)	273	41.6%
(Missing)	24	3.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	97	14.8%
1	83	12.6%
2	46	7.0%
3	35	5.3%
4	33	5.0%
5	22	3.3%
6	18	2.7%
7	9	1.4%
8	8	1.2%
9	8	1.2%

Value	Count	Frequency (%)
731	1	0.2%
617	1	0.2%
602	1	0.2%
419	1	0.2%
418	1	0.2%
408	1	0.2%
353	1	0.2%
351	1	0.2%
323	1	0.2%
305	1	0.2%

Non-Hispanic Consumers
Real number (ℝ)

HIGH CORRELATION

Distinct	526
Distinct (%)	80.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2452.7747

Minimum	0
Maximum	41892
Zeros	5
Zeros (%)	0.8%
Negative	0
Negative (%)	0.0%
Memory size	5.9 KiB

Quantile statistics

Minimum	0
5-th percentile	25.8
Q1	118
median	371
Q3	2839
95-th percentile	12289.8
Maximum	41892
Range	41892
Interquartile range (IQR)	2721

Descriptive statistics

Standard deviation	5075.1763
Coefficient of variation (CV)	2.0691571
Kurtosis	19.750472
Mean	2452.7747
Median Absolute Deviation (MAD)	317
Skewness	3.9804072
Sum	1611473
Variance	25757414
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
101	5	0.8%
87	5	0.8%
0	5	0.8%
63	4	0.6%
18	4	0.6%
147	4	0.6%
106	4	0.6%
70	4	0.6%
55	4	0.6%
207	3	0.5%
Other values (516)	615	93.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	5	0.8%
1	2	0.3%
3	1	0.2%
4	1	0.2%
5	1	0.2%
6	2	0.3%
7	1	0.2%
9	1	0.2%
10	1	0.2%
13	1	0.2%

Value	Count	Frequency (%)
41892	1	0.2%
38441	1	0.2%
37755	1	0.2%
32088	1	0.2%
30219	1	0.2%
29233	1	0.2%
27446	1	0.2%
26548	1	0.2%
26263	1	0.2%
23938	1	0.2%

White, Not Hispanic Consumers
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	397
Distinct (%)	80.7%
Missing	165
Missing (%)	25.1%
Infinite	0
Infinite (%)	0.0%
Mean	1819.378

Minimum	0
Maximum	16987
Zeros	5
Zeros (%)	0.8%
Negative	0
Negative (%)	0.0%
Memory size	5.9 KiB

Quantile statistics

Minimum	0
5-th percentile	22
Q1	96
median	319.5
Q3	2596
95-th percentile	8978.2
Maximum	16987
Range	16987
Interquartile range (IQR)	2500

Descriptive statistics

Standard deviation	3157.5263
Coefficient of variation (CV)	1.7354976
Kurtosis	7.19725
Mean	1819.378
Median Absolute Deviation (MAD)	264.5
Skewness	2.6125238
Sum	895134
Variance	9969972.2
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	5	0.8%
52	5	0.8%
346	4	0.6%
85	4	0.6%
256	3	0.5%
71	3	0.5%
55	3	0.5%
22	3	0.5%
87	3	0.5%
50	3	0.5%
Other values (387)	456	69.4%
(Missing)	165	25.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	5	0.8%
1	2	0.3%
3	1	0.2%
4	1	0.2%
5	1	0.2%
7	2	0.3%
8	2	0.3%
10	1	0.2%
12	1	0.2%
15	1	0.2%

Value	Count	Frequency (%)
16987	1	0.2%
16907	1	0.2%
16428	1	0.2%
16239	1	0.2%
15634	1	0.2%
15011	1	0.2%
14024	1	0.2%
13667	1	0.2%
13514	1	0.2%
13490	1	0.2%

White, Hispanic Consumers
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	89
Distinct (%)	19.7%
Missing	205
Missing (%)	31.2%
Infinite	0
Infinite (%)	0.0%
Mean	20.909292

Minimum	0
Maximum	246
Zeros	91
Zeros (%)	13.9%
Negative	0
Negative (%)	0.0%
Memory size	5.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	4
Q3	21.25
95-th percentile	102.75
Maximum	246
Range	246
Interquartile range (IQR)	20.25

Descriptive statistics

Standard deviation	41.255767
Coefficient of variation (CV)	1.9730829
Kurtosis	11.820403
Mean	20.909292
Median Absolute Deviation (MAD)	4
Skewness	3.2618456
Sum	9451
Variance	1702.0383
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	91	13.9%
1	73	11.1%
2	33	5.0%
4	25	3.8%
5	21	3.2%
3	20	3.0%
6	11	1.7%
10	8	1.2%
17	8	1.2%
8	7	1.1%
Other values (79)	155	23.6%
(Missing)	205	31.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	91	13.9%
1	73	11.1%
2	33	5.0%
3	20	3.0%
4	25	3.8%
5	21	3.2%
6	11	1.7%
7	7	1.1%
8	7	1.1%
9	5	0.8%

Value	Count	Frequency (%)
246	1	0.2%
243	1	0.2%
240	1	0.2%
232	1	0.2%
228	1	0.2%
222	1	0.2%
212	1	0.2%
203	1	0.2%
178	1	0.2%
172	1	0.2%

Native American Consumers
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	51
Distinct (%)	8.0%
Missing	23
Missing (%)	3.5%
Infinite	0
Infinite (%)	0.0%
Mean	6.1861199

Minimum	0
Maximum	87
Zeros	261
Zeros (%)	39.7%
Negative	0
Negative (%)	0.0%
Memory size	5.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	7
95-th percentile	28
Maximum	87
Range	87
Interquartile range (IQR)	7

Descriptive statistics

Standard deviation	12.008425
Coefficient of variation (CV)	1.9411885
Kurtosis	12.783296
Mean	6.1861199
Median Absolute Deviation (MAD)	1
Skewness	3.2407455
Sum	3922
Variance	144.20227
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	261	39.7%
1	92	14.0%
2	48	7.3%
3	27	4.1%
4	20	3.0%
5	13	2.0%
6	12	1.8%
10	11	1.7%
9	11	1.7%
8	11	1.7%
Other values (41)	128	19.5%
(Missing)	23	3.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	261	39.7%
1	92	14.0%
2	48	7.3%
3	27	4.1%
4	20	3.0%
5	13	2.0%
6	12	1.8%
7	10	1.5%
8	11	1.7%
9	11	1.7%

Value	Count	Frequency (%)
87	1	0.2%
82	1	0.2%
74	1	0.2%
70	1	0.2%
68	2	0.3%
59	1	0.2%
58	1	0.2%
57	2	0.3%
52	1	0.2%
50	1	0.2%

Asian Consumers
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	122
Distinct (%)	20.0%
Missing	47
Missing (%)	7.2%
Infinite	0
Infinite (%)	0.0%
Mean	27.516393

Minimum	0
Maximum	1170
Zeros	209
Zeros (%)	31.8%
Negative	0
Negative (%)	0.0%
Memory size	5.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	2
Q3	19
95-th percentile	137.65
Maximum	1170
Range	1170
Interquartile range (IQR)	19

Descriptive statistics

Standard deviation	74.152157
Coefficient of variation (CV)	2.6948356
Kurtosis	99.593296
Mean	27.516393
Median Absolute Deviation (MAD)	2
Skewness	7.9248474
Sum	16785
Variance	5498.5424
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	209	31.8%
1	79	12.0%
2	35	5.3%
7	21	3.2%
6	17	2.6%
3	14	2.1%
4	14	2.1%
8	12	1.8%
5	9	1.4%
19	7	1.1%
Other values (112)	193	29.4%
(Missing)	47	7.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	209	31.8%
1	79	12.0%
2	35	5.3%
3	14	2.1%
4	14	2.1%
5	9	1.4%
6	17	2.6%
7	21	3.2%
8	12	1.8%
9	4	0.6%

Value	Count	Frequency (%)
1170	1	0.2%
540	1	0.2%
425	1	0.2%
410	1	0.2%
360	1	0.2%
339	1	0.2%
294	1	0.2%
283	1	0.2%
264	2	0.3%
236	1	0.2%

African American Consumers
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	192
Distinct (%)	29.8%
Missing	12
Missing (%)	1.8%
Infinite	0
Infinite (%)	0.0%
Mean	71.717829

Minimum	0
Maximum	1825
Zeros	52
Zeros (%)	7.9%
Negative	0
Negative (%)	0.0%
Memory size	5.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	4
median	16
Q3	72
95-th percentile	338.8
Maximum	1825
Range	1825
Interquartile range (IQR)	68

Descriptive statistics

Standard deviation	154.46662
Coefficient of variation (CV)	2.1538105
Kurtosis	37.551423
Mean	71.717829
Median Absolute Deviation (MAD)	15
Skewness	5.0955064
Sum	46258
Variance	23859.936
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	52	7.9%
1	41	6.2%
2	33	5.0%
3	30	4.6%
4	24	3.7%
5	23	3.5%
6	19	2.9%
11	16	2.4%
7	16	2.4%
9	14	2.1%
Other values (182)	377	57.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	52	7.9%
1	41	6.2%
2	33	5.0%
3	30	4.6%
4	24	3.7%
5	23	3.5%
6	19	2.9%
7	16	2.4%
8	12	1.8%
9	14	2.1%

Value	Count	Frequency (%)
1825	1	0.2%
1204	1	0.2%
1036	1	0.2%
899	1	0.2%
898	1	0.2%
887	1	0.2%
775	1	0.2%
724	1	0.2%
695	1	0.2%
675	1	0.2%

Hawaiian Pacific Islander Consumers
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	31
Distinct (%)	5.1%
Missing	55
Missing (%)	8.4%
Infinite	0
Infinite (%)	0.0%
Mean	2.4750831

Minimum	0
Maximum	68
Zeros	310
Zeros (%)	47.2%
Negative	0
Negative (%)	0.0%
Memory size	5.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	2
95-th percentile	11
Maximum	68
Range	68
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	5.7374802
Coefficient of variation (CV)	2.318096
Kurtosis	40.218123
Mean	2.4750831
Median Absolute Deviation (MAD)	0
Skewness	5.2490547
Sum	1490
Variance	32.918679
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=31)

Value	Count	Frequency (%)
0	310	47.2%
1	96	14.6%
2	59	9.0%
4	29	4.4%
3	20	3.0%
5	13	2.0%
9	11	1.7%
8	11	1.7%
6	9	1.4%
7	7	1.1%
Other values (21)	37	5.6%
(Missing)	55	8.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	310	47.2%
1	96	14.6%
2	59	9.0%
3	20	3.0%
4	29	4.4%
5	13	2.0%
6	9	1.4%
7	7	1.1%
8	11	1.7%
9	11	1.7%

Value	Count	Frequency (%)
68	1	0.2%
46	1	0.2%
38	1	0.2%
35	1	0.2%
31	1	0.2%
27	1	0.2%
26	3	0.5%
23	1	0.2%
22	1	0.2%
21	1	0.2%

Consumers - Other Race
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	55
Distinct (%)	9.4%
Missing	70
Missing (%)	10.7%
Infinite	0
Infinite (%)	0.0%
Mean	7.3390119

Minimum	0
Maximum	332
Zeros	404
Zeros (%)	61.5%
Negative	0
Negative (%)	0.0%
Memory size	5.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	39
Maximum	332
Range	332
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	27.520192
Coefficient of variation (CV)	3.7498498
Kurtosis	51.314142
Mean	7.3390119
Median Absolute Deviation (MAD)	0
Skewness	6.3662452
Sum	4308
Variance	757.36098
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	404	61.5%
1	42	6.4%
2	24	3.7%
3	12	1.8%
5	10	1.5%
4	8	1.2%
7	5	0.8%
11	4	0.6%
16	4	0.6%
13	4	0.6%
Other values (45)	70	10.7%
(Missing)	70	10.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	404	61.5%
1	42	6.4%
2	24	3.7%
3	12	1.8%
4	8	1.2%
5	10	1.5%
6	3	0.5%
7	5	0.8%
8	2	0.3%
9	4	0.6%

Value	Count	Frequency (%)
332	1	0.2%
221	1	0.2%
208	1	0.2%
169	1	0.2%
162	1	0.2%
156	1	0.2%
150	1	0.2%
128	1	0.2%
127	1	0.2%
115	1	0.2%

Consumers - Two or More Races
Real number (ℝ)

MISSING ZEROS

Distinct	51
Distinct (%)	13.2%
Missing	270
Missing (%)	41.1%
Infinite	0
Infinite (%)	0.0%
Mean	11.361757

Minimum	0
Maximum	464
Zeros	257
Zeros (%)	39.1%
Negative	0
Negative (%)	0.0%
Memory size	5.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	2
95-th percentile	64.4
Maximum	464
Range	464
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	45.309224
Coefficient of variation (CV)	3.9878712
Kurtosis	49.217327
Mean	11.361757
Median Absolute Deviation (MAD)	0
Skewness	6.4497283
Sum	4397
Variance	2052.9258
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	257	39.1%
1	31	4.7%
2	14	2.1%
4	11	1.7%
6	7	1.1%
9	5	0.8%
10	4	0.6%
5	4	0.6%
3	4	0.6%
7	4	0.6%
Other values (41)	46	7.0%
(Missing)	270	41.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	257	39.1%
1	31	4.7%
2	14	2.1%
3	4	0.6%
4	11	1.7%
5	4	0.6%
6	7	1.1%
7	4	0.6%
8	1	0.2%
9	5	0.8%

Value	Count	Frequency (%)
464	1	0.2%
404	1	0.2%
307	1	0.2%
285	1	0.2%
196	1	0.2%
185	1	0.2%
179	1	0.2%
174	1	0.2%
138	1	0.2%
135	1	0.2%

Heatmap
Table

	Fiscal Year	Age Group	Service	Consumers	Male Consumers	Female Consumers	Consumers in Rural Areas	Conumsers Living Alone	Consumers in Poverty	Hispanic Consumers	Non-Hispanic Consumers	White, Not Hispanic Consumers	White, Hispanic Consumers	Native American Consumers	Asian Consumers	African American Consumers	Hawaiian Pacific Islander Consumers	Consumers - Other Race	Consumers - Two or More Races
Fiscal Year	1.000	0.671	0.491	0.312	0.182	0.273	0.329	0.331	0.186	0.071	0.230	0.176	0.225	0.158	0.075	0.000	0.000	0.211	0.344
Age Group	0.671	1.000	0.396	0.143	0.175	0.139	0.147	0.166	0.000	0.146	0.160	0.198	0.179	0.127	0.261	0.180	0.101	0.224	0.000
Service	0.491	0.396	1.000	0.804	0.760	0.798	0.729	0.789	0.681	0.667	0.796	0.843	0.725	0.557	0.544	0.533	0.553	0.419	0.000
Consumers	0.312	0.143	0.804	1.000	0.980	0.976	0.951	0.972	0.847	0.859	0.959	0.996	0.917	0.773	0.651	0.764	0.773	0.813	0.524
Male Consumers	0.182	0.175	0.760	0.980	1.000	0.970	0.948	0.973	0.883	0.897	0.932	0.971	0.837	0.784	0.725	0.837	0.800	0.856	0.707
Female Consumers	0.273	0.139	0.798	0.976	0.970	1.000	0.969	0.963	0.834	0.835	0.934	0.971	0.837	0.728	0.589	0.736	0.719	0.761	0.560
Consumers in Rural Areas	0.329	0.147	0.729	0.951	0.948	0.969	1.000	0.951	0.842	0.806	0.900	0.888	0.745	0.729	0.588	0.761	0.698	0.742	0.672
Conumsers Living Alone	0.331	0.166	0.789	0.972	0.973	0.963	0.951	1.000	0.870	0.824	0.927	0.966	0.911	0.758	0.631	0.799	0.782	0.776	0.542
Consumers in Poverty	0.186	0.000	0.681	0.847	0.883	0.834	0.842	0.870	1.000	0.890	0.933	0.889	0.905	0.607	0.708	0.899	0.705	0.841	0.284
Hispanic Consumers	0.071	0.146	0.667	0.859	0.897	0.835	0.806	0.824	0.890	1.000	0.859	0.960	0.972	0.591	0.678	0.938	0.845	0.948	0.383
Non-Hispanic Consumers	0.230	0.160	0.796	0.959	0.932	0.934	0.900	0.927	0.933	0.859	1.000	0.996	0.919	0.591	0.686	0.755	0.695	0.818	0.512
White, Not Hispanic Consumers	0.176	0.198	0.843	0.996	0.971	0.971	0.888	0.966	0.889	0.960	0.996	1.000	0.899	0.789	0.746	0.792	0.690	0.225	0.663
White, Hispanic Consumers	0.225	0.179	0.725	0.917	0.837	0.837	0.745	0.911	0.905	0.972	0.919	0.899	1.000	0.813	0.744	0.832	0.766	0.000	0.514
Native American Consumers	0.158	0.127	0.557	0.773	0.784	0.728	0.729	0.758	0.607	0.591	0.591	0.789	0.813	1.000	0.401	0.634	0.719	0.313	0.536
Asian Consumers	0.075	0.261	0.544	0.651	0.725	0.589	0.588	0.631	0.708	0.678	0.686	0.746	0.744	0.401	1.000	0.659	0.581	0.562	0.364
African American Consumers	0.000	0.180	0.533	0.764	0.837	0.736	0.761	0.799	0.899	0.938	0.755	0.792	0.832	0.634	0.659	1.000	0.816	0.945	0.418
Hawaiian Pacific Islander Consumers	0.000	0.101	0.553	0.773	0.800	0.719	0.698	0.782	0.705	0.845	0.695	0.690	0.766	0.719	0.581	0.816	1.000	0.684	0.000
Consumers - Other Race	0.211	0.224	0.419	0.813	0.856	0.761	0.742	0.776	0.841	0.948	0.818	0.225	0.000	0.313	0.562	0.945	0.684	1.000	0.000
Consumers - Two or More Races	0.344	0.000	0.000	0.524	0.707	0.560	0.672	0.542	0.284	0.383	0.512	0.663	0.514	0.536	0.364	0.418	0.000	0.000	1.000

Heatmap
Table

	Age Group	Service
Age Group	1.000	0.182
Service	0.182	1.000

Heatmap
Table

	Fiscal Year	Consumers	Male Consumers	Female Consumers	Consumers in Rural Areas	Conumsers Living Alone	Consumers in Poverty	Hispanic Consumers	Non-Hispanic Consumers	White, Not Hispanic Consumers	White, Hispanic Consumers	Native American Consumers	Asian Consumers	African American Consumers	Hawaiian Pacific Islander Consumers	Consumers - Other Race	Consumers - Two or More Races	Age Group	Service
Fiscal Year	1.000	-0.021	0.007	-0.031	0.006	-0.037	0.001	0.033	-0.007	-0.164	-0.167	-0.132	0.035	0.004	-0.016	0.645	-0.464	0.433	0.202
Consumers	-0.021	1.000	0.984	0.998	0.953	0.988	0.913	0.908	0.999	0.998	0.884	0.723	0.840	0.913	0.695	0.348	0.459	0.075	0.430
Male Consumers	0.007	0.984	1.000	0.971	0.926	0.962	0.894	0.913	0.982	0.978	0.881	0.721	0.842	0.922	0.698	0.380	0.439	0.092	0.380
Female Consumers	-0.031	0.998	0.971	1.000	0.956	0.990	0.914	0.901	0.997	0.996	0.881	0.721	0.837	0.905	0.692	0.333	0.463	0.073	0.422
Consumers in Rural Areas	0.006	0.953	0.926	0.956	1.000	0.951	0.887	0.852	0.956	0.947	0.819	0.655	0.772	0.837	0.619	0.375	0.466	0.077	0.350
Conumsers Living Alone	-0.037	0.988	0.962	0.990	0.951	1.000	0.910	0.889	0.987	0.983	0.883	0.703	0.820	0.891	0.678	0.332	0.490	0.087	0.413
Consumers in Poverty	0.001	0.913	0.894	0.914	0.887	0.910	1.000	0.833	0.915	0.887	0.773	0.672	0.778	0.843	0.613	0.373	0.386	0.000	0.326
Hispanic Consumers	0.033	0.908	0.913	0.901	0.852	0.889	0.833	1.000	0.904	0.897	0.958	0.732	0.845	0.885	0.695	0.390	0.387	0.081	0.325
Non-Hispanic Consumers	-0.007	0.999	0.982	0.997	0.956	0.987	0.915	0.904	1.000	0.999	0.877	0.718	0.840	0.911	0.691	0.355	0.460	0.079	0.440
White, Not Hispanic Consumers	-0.164	0.998	0.978	0.996	0.947	0.983	0.887	0.897	0.999	1.000	0.872	0.826	0.862	0.900	0.731	0.179	0.458	0.105	0.482
White, Hispanic Consumers	-0.167	0.884	0.881	0.881	0.819	0.883	0.773	0.958	0.877	0.872	1.000	0.780	0.831	0.862	0.711	0.093	0.417	0.094	0.343
Native American Consumers	-0.132	0.723	0.721	0.721	0.655	0.703	0.672	0.732	0.718	0.826	0.780	1.000	0.730	0.716	0.818	0.159	0.286	0.066	0.227
Asian Consumers	0.035	0.840	0.842	0.837	0.772	0.820	0.778	0.845	0.840	0.862	0.831	0.730	1.000	0.843	0.695	0.337	0.347	0.098	0.270
African American Consumers	0.004	0.913	0.922	0.905	0.837	0.891	0.843	0.885	0.911	0.900	0.862	0.716	0.843	1.000	0.680	0.392	0.410	0.100	0.234
Hawaiian Pacific Islander Consumers	-0.016	0.695	0.698	0.692	0.619	0.678	0.613	0.695	0.691	0.731	0.711	0.818	0.695	0.680	1.000	0.190	0.217	0.056	0.245
Consumers - Other Race	0.645	0.348	0.380	0.333	0.375	0.332	0.373	0.390	0.355	0.179	0.093	0.159	0.337	0.392	0.190	1.000	-0.204	0.126	0.173
Consumers - Two or More Races	-0.464	0.459	0.439	0.463	0.466	0.490	0.386	0.387	0.460	0.458	0.417	0.286	0.347	0.410	0.217	-0.204	1.000	0.000	0.000
Age Group	0.433	0.075	0.092	0.073	0.077	0.087	0.000	0.081	0.079	0.105	0.094	0.066	0.098	0.100	0.056	0.126	0.000	1.000	0.182
Service	0.202	0.430	0.380	0.422	0.350	0.413	0.326	0.325	0.440	0.482	0.343	0.227	0.270	0.234	0.245	0.173	0.000	0.182	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

	Fiscal Year	Age Group	Service	Consumers	Male Consumers	Female Consumers	Consumers in Rural Areas	Conumsers Living Alone	Consumers in Poverty	Hispanic Consumers	Non-Hispanic Consumers	White, Not Hispanic Consumers	White, Hispanic Consumers	Native American Consumers	Asian Consumers	African American Consumers	Hawaiian Pacific Islander Consumers	Consumers - Two or More Races
0	2009	Age 60-74	Personal Care	70	13	56	30	53	45	0	63	59	0	0	0	3	0	1
1	2009	Age 75-84	Personal Care	126	12	109	79	80	49	1	118	111	1	0	0	4	0	0
2	2009	Age 85+	Personal Care	188	26	160	144	137	82	1	167	163	1	0	0	3	0	0
3	2009	Age 60-74	Homemaker	310	70	240	191	250	163	0	276	266	0	0	0	8	2	2
4	2009	Age 75-84	Homemaker	472	92	373	341	364	180	1	437	424	1	0	2	7	1	1
5	2009	Age 85+	Homemaker	515	79	434	410	433	218	1	485	475	1	1	0	7	1	2
6	2009	Age 60-74	Chore	621	157	464	290	455	363	16	577	510	13	2	6	56	1	6
7	2009	Age 75-84	Chore	589	119	469	373	421	310	12	562	511	10	1	1	38	0	9
8	2009	Age 85+	Chore	350	50	296	237	275	189	9	333	316	8	0	0	17	0	1
9	2009	Age 60-74	Home Delivered Meals	3061	1098	1925	1733	1894	1038	18	2552	2417	15	14	7	77	1	37

	Fiscal Year	Age Group	Service	Consumers	Male Consumers	Female Consumers	Consumers in Rural Areas	Conumsers Living Alone	Consumers in Poverty	Hispanic Consumers	Non-Hispanic Consumers	White, Not Hispanic Consumers	White, Hispanic Consumers	Native American Consumers	Asian Consumers	African American Consumers	Hawaiian Pacific Islander Consumers	Consumers - Other Race	Consumers - Two or More Races
647	2023	85+	EAPA Consultation	86	30	56	29	45	16	3	72	<NA>	<NA>	0	0	5	0	1	<NA>
648	2023	75-84	Material Aid	446	115	331	277	280	155	4	435	<NA>	<NA>	0	26	19	0	2	<NA>
649	2023	75-84	Congregate Nutrition	6514	2437	4067	4428	3061	1189	93	6339	<NA>	<NA>	3	37	52	3	33	<NA>
650	2023	60-74	Options Counseling	1367	553	809	680	799	464	76	1139	<NA>	<NA>	4	8	76	4	51	<NA>
651	2023	75-84	Chore	189	32	157	131	163	80	4	185	<NA>	<NA>	0	0	5	0	2	<NA>
652	2023	85+	Personal Care	129	18	111	111	103	49	0	128	<NA>	<NA>	0	0	1	0	0	<NA>
653	2023	85+	Outreach	19	8	11	11	16	5	0	19	<NA>	<NA>	0	0	1	0	0	<NA>
654	2023	75-84	Nutrition Education	6758	2607	4146	4522	3393	1495	94	6580	<NA>	<NA>	2	39	85	2	30	<NA>
655	2023	60-74	Home Delivered Nutrition	4036	1874	2161	2430	2531	1801	66	3948	<NA>	<NA>	3	41	186	3	24	<NA>
656	2023	75-84	Assisted Transportation	288	94	194	137	204	97	0	285	<NA>	<NA>	0	5	12	0	0	<NA>

Overview

Variables

Common Values

Length

Common Values (Plot)

Common Values

Length

Interactions

Correlations

Missing values

Sample