Overview

Dataset Statistics

Number of Variables 33
Number of Rows 1048
Missing Cells 0
Missing Cells (%) 0.0%
Duplicate Rows 85
Duplicate Rows (%) 8.1%
Total Size in Memory 627.7 KB
Average Row Size in Memory 613.3 B
Variable Types
  • Categorical: 6
  • Numerical: 27

Dataset Insights

phytol and citronellol have similar distributions Similar Distribution
phytol and caryophyllene_oxide have similar distributions Similar Distribution
phytol and THCV have similar distributions Similar Distribution
phytol and CBDV have similar distributions Similar Distribution
beta_myrcene and CBGA have similar distributions Similar Distribution
citronellol and caryophyllene_oxide have similar distributions Similar Distribution
citronellol and CBDV have similar distributions Similar Distribution
caryophyllene_oxide and THCV have similar distributions Similar Distribution
caryophyllene_oxide and CBDV have similar distributions Similar Distribution
alpha_pinene and humulene have similar distributions Similar Distribution
THCV and CBDVA have similar distributions Similar Distribution
THCV and CBDV have similar distributions Similar Distribution
terpinolene is skewed Skewed
linalool is skewed Skewed
phytol is skewed Skewed
beta_myrcene is skewed Skewed
citronellol is skewed Skewed
caryophyllene_oxide is skewed Skewed
alpha_pinene is skewed Skewed
limonene is skewed Skewed
beta_caryophyllene is skewed Skewed
humulene is skewed Skewed
CBGA is skewed Skewed
CBG is skewed Skewed
THCA is skewed Skewed
THCAC4 is skewed Skewed
THCVA is skewed Skewed
THC is skewed Skewed
D8THC is skewed Skewed
THCV is skewed Skewed
CBNA is skewed Skewed
CBN is skewed Skewed
CBDA is skewed Skewed
CBDVA is skewed Skewed
CBD is skewed Skewed
CBDV is skewed Skewed
CBCA is skewed Skewed
CBC is skewed Skewed
CBLA is skewed Skewed
Dataset has 85 (8.11%) duplicate rows Duplicates
sample_name has a high cardinality: 733 distinct values High Cardinality
sample_id has a high cardinality: 827 distinct values High Cardinality
submitted has a high cardinality: 67 distinct values High Cardinality
tested has a high cardinality: 76 distinct values High Cardinality
reported has a high cardinality: 54 distinct values High Cardinality
sample_type has constant length 6 Constant Length
terpinolene has 715 (68.23%) zeros Zeros
linalool has 495 (47.23%) zeros Zeros
phytol has 1019 (97.23%) zeros Zeros
citronellol has 1035 (98.76%) zeros Zeros
caryophyllene_oxide has 1009 (96.28%) zeros Zeros
alpha_pinene has 862 (82.25%) zeros Zeros
limonene has 555 (52.96%) zeros Zeros
beta_caryophyllene has 563 (53.72%) zeros Zeros
humulene has 851 (81.2%) zeros Zeros
CBGA has 75 (7.16%) zeros Zeros
CBG has 162 (15.46%) zeros Zeros
THCAC4 has 705 (67.27%) zeros Zeros
THCVA has 486 (46.37%) zeros Zeros
THC has 89 (8.49%) zeros Zeros
D8THC has 577 (55.06%) zeros Zeros
THCV has 975 (93.03%) zeros Zeros
CBNA has 266 (25.38%) zeros Zeros
CBN has 896 (85.5%) zeros Zeros
CBDVA has 930 (88.74%) zeros Zeros
CBD has 690 (65.84%) zeros Zeros
CBDV has 1022 (97.52%) zeros Zeros
CBCA has 283 (27.0%) zeros Zeros
CBC has 610 (58.21%) zeros Zeros
CBLA has 576 (54.96%) zeros Zeros
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  • 5
  • 6
  • 7

Variables


sample_name

categorical

Approximate Distinct Count 733
Approximate Unique (%) 69.9%
Missing 0
Missing (%) 0.0%
Memory Size 79.0 KB
  • The largest value (acdc) is over 1.88 times larger than the second largest value (girl scout cookies)

Length

Mean 12.2271
Standard Deviation 7.0589
Median 11
Minimum 1
Maximum 41

Sample

1st row mango
2nd row hashberry
3rd row strawberry cough
4th row critical mass 1
5th row white fire pheno t

Letter

Count 9295
Lowercase Letter 9295
Space Separator 1616
Uppercase Letter 0
Dash Punctuation 0
Decimal Number 1903
  • The largest value (og) is over 1.58 times larger than the second largest value (sg)

sample_type

categorical

Approximate Distinct Count 2
Approximate Unique (%) 0.2%
Missing 0
Missing (%) 0.0%
Memory Size 72.7 KB
  • The largest value (Flower) is over 523.0 times larger than the second largest value (FLower)

Length

Mean 6
Standard Deviation 0
Median 6
Minimum 6
Maximum 6

Sample

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

Letter

Count 6288
Lowercase Letter 5238
Space Separator 0
Uppercase Letter 1050
Dash Punctuation 0
Decimal Number 0
  • The top 2 categories (Flower, FLower) take over 50.0%
  • sample_type has words of constant length

sample_id

categorical

Approximate Distinct Count 827
Approximate Unique (%) 78.9%
Missing 0
Missing (%) 0.0%
Memory Size 73.9 KB

Length

Mean 7.2242
Standard Deviation 1.0233
Median 7
Minimum 6
Maximum 13

Sample

1st row S203027
2nd row S203028
3rd row S203030
4th row S205020
5th row S205021

Letter

Count 1335
Lowercase Letter 2
Space Separator 11
Uppercase Letter 1333
Dash Punctuation 0
Decimal Number 6188

submitted

categorical

Approximate Distinct Count 67
Approximate Unique (%) 6.4%
Missing 0
Missing (%) 0.0%
Memory Size 76.7 KB

Length

Mean 9.9055
Standard Deviation 0.9176
Median 10
Minimum 1
Maximum 10

Sample

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

Letter

Count 0
Lowercase Letter 0
Space Separator 0
Uppercase Letter 0
Dash Punctuation 2085
Decimal Number 8296

tested

categorical

Approximate Distinct Count 76
Approximate Unique (%) 7.3%
Missing 0
Missing (%) 0.0%
Memory Size 76.7 KB
  • The largest value (2015-09-14) is over 1.95 times larger than the second largest value (2015-09-20)

Length

Mean 9.9055
Standard Deviation 0.9176
Median 10
Minimum 1
Maximum 10

Sample

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

Letter

Count 0
Lowercase Letter 0
Space Separator 0
Uppercase Letter 0
Dash Punctuation 2085
Decimal Number 8296
  • The largest value (20150914) is over 1.95 times larger than the second largest value (20151003)

reported

categorical

Approximate Distinct Count 54
Approximate Unique (%) 5.2%
Missing 0
Missing (%) 0.0%
Memory Size 76.7 KB

Length

Mean 9.9055
Standard Deviation 0.9176
Median 10
Minimum 1
Maximum 10

Sample

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

Letter

Count 0
Lowercase Letter 0
Space Separator 0
Uppercase Letter 0
Dash Punctuation 2085
Decimal Number 8296

terpinolene

numerical

Approximate Distinct Count 276
Approximate Unique (%) 26.3%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 16.4 KB
Mean 0.1031
Minimum 0
Maximum 2.212
Zeros 715
Zeros (%) 68.2%
Negatives 0
Negatives (%) 0.0%
  • terpinolene is skewed right (γ1 = 3.9821)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 0
Q3 0.1181
95-th Percentile 0.495
Maximum 2.212
Range 2.212
IQR 0.1181

Descriptive Statistics

Mean 0.1031
Standard Deviation 0.2511
Variance 0.06307
Sum 108.0462
Skewness 3.9821
Kurtosis 19.0782
Coefficient of Variation 2.4359
  • terpinolene is not normally distributed (p-value 9.972257912943005e-25)
  • terpinolene has 103 outliers

linalool

numerical

Approximate Distinct Count 424
Approximate Unique (%) 40.5%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 16.4 KB
Mean 0.03496
Minimum 0
Maximum 0.294
Zeros 495
Zeros (%) 47.2%
Negatives 0
Negatives (%) 0.0%
  • linalool is skewed right (γ1 = 1.7431)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 0.01295
Q3 0.05606
95-th Percentile 0.14
Maximum 0.294
Range 0.294
IQR 0.05606

Descriptive Statistics

Mean 0.03496
Standard Deviation 0.04927
Variance 0.002427
Sum 36.6372
Skewness 1.7431
Kurtosis 3.1318
Coefficient of Variation 1.4093
  • linalool is not normally distributed (p-value 2.870307703661002e-24)
  • linalool has 50 outliers

phytol

numerical

Approximate Distinct Count 29
Approximate Unique (%) 2.8%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 16.4 KB
Mean 0.0004951
Minimum 0
Maximum 0.0597
Zeros 1019
Zeros (%) 97.2%
Negatives 0
Negatives (%) 0.0%
  • phytol is skewed right (γ1 = 9.7883)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 0
Q3 0
95-th Percentile 0
Maximum 0.0597
Range 0.0597
IQR 0

Descriptive Statistics

Mean 0.0004951
Standard Deviation 0.0035
Variance 1.2247e-05
Sum 0.5189
Skewness 9.7883
Kurtosis 120.0131
Coefficient of Variation 7.0685
  • phytol is not normally distributed (p-value 4.23751895950693e-25)
  • phytol has 29 outliers

beta_myrcene

numerical

Approximate Distinct Count 810
Approximate Unique (%) 77.3%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 16.4 KB
Mean 0.3948
Minimum 0
Maximum 2.9283
Zeros 48
Zeros (%) 4.6%
Negatives 0
Negatives (%) 0.0%
  • beta_myrcene is skewed right (γ1 = 1.9862)

Quantile Statistics

Minimum 0
5-th Percentile 0.001435
Q1 0.1007
Median 0.2672
Q3 0.5452
95-th Percentile 1.1664
Maximum 2.9283
Range 2.9283
IQR 0.4445

Descriptive Statistics

Mean 0.3948
Standard Deviation 0.414
Variance 0.1714
Sum 413.7616
Skewness 1.9862
Kurtosis 5.3945
Coefficient of Variation 1.0485
  • beta_myrcene is not normally distributed (p-value 3.0925833562967646e-10)
  • beta_myrcene has 51 outliers

citronellol

numerical

Approximate Distinct Count 11
Approximate Unique (%) 1.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 16.4 KB
Mean 0.00034291
Minimum 0
Maximum 0.06496
Zeros 1035
Zeros (%) 98.8%
Negatives 0
Negatives (%) 0.0%
  • citronellol is skewed right (γ1 = 13.376)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 0
Q3 0
95-th Percentile 0
Maximum 0.06496
Range 0.06496
IQR 0

Descriptive Statistics

Mean 0.00034291
Standard Deviation 0.004275
Variance 1.8279e-05
Sum 0.3594
Skewness 13.376
Kurtosis 182.3534
Coefficient of Variation 12.468
  • citronellol is not normally distributed (p-value 4.228431380058004e-25)
  • citronellol has 13 outliers

caryophyllene_oxide

numerical

Approximate Distinct Count 38
Approximate Unique (%) 3.6%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 16.4 KB
Mean 0.003018
Minimum 0
Maximum 0.9573
Zeros 1009
Zeros (%) 96.3%
Negatives 0
Negatives (%) 0.0%
  • caryophyllene_oxide is skewed right (γ1 = 20.7028)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 0
Q3 0
95-th Percentile 0
Maximum 0.9573
Range 0.9573
IQR 0

Descriptive Statistics

Mean 0.003018
Standard Deviation 0.03545
Variance 0.001257
Sum 3.1628
Skewness 20.7028
Kurtosis 514.5013
Coefficient of Variation 11.748
  • caryophyllene_oxide is not normally distributed (p-value 4.232762316672736e-25)
  • caryophyllene_oxide has 39 outliers

alpha_pinene

numerical

Approximate Distinct Count 143
Approximate Unique (%) 13.7%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 16.4 KB
Mean 0.05558
Minimum 0
Maximum 1.724
Zeros 862
Zeros (%) 82.2%
Negatives 0
Negatives (%) 0.0%
  • alpha_pinene is skewed right (γ1 = 4.9306)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 0
Q3 0
95-th Percentile 0.3382
Maximum 1.724
Range 1.724
IQR 0

Descriptive Statistics

Mean 0.05558
Standard Deviation 0.1867
Variance 0.03486
Sum 58.2442
Skewness 4.9306
Kurtosis 28.7902
Coefficient of Variation 3.3596
  • alpha_pinene is not normally distributed (p-value 4.842238132034289e-25)
  • alpha_pinene has 186 outliers

limonene

numerical

Approximate Distinct Count 369
Approximate Unique (%) 35.2%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 16.4 KB
Mean 0.1765
Minimum 0
Maximum 1.6873
Zeros 555
Zeros (%) 53.0%
Negatives 0
Negatives (%) 0.0%
  • limonene is skewed right (γ1 = 2.0887)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 0
Q3 0.2689
95-th Percentile 0.7497
Maximum 1.6873
Range 1.6873
IQR 0.2689

Descriptive Statistics

Mean 0.1765
Standard Deviation 0.2795
Variance 0.07814
Sum 184.9426
Skewness 2.0887
Kurtosis 4.9934
Coefficient of Variation 1.584
  • limonene is not normally distributed (p-value 1.2531639046709885e-24)
  • limonene has 71 outliers

beta_caryophyllene

numerical

Approximate Distinct Count 389
Approximate Unique (%) 37.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 16.4 KB
Mean 0.07213
Minimum 0
Maximum 0.6314
Zeros 563
Zeros (%) 53.7%
Negatives 0
Negatives (%) 0.0%
  • beta_caryophyllene is skewed right (γ1 = 1.5851)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 0
Q3 0.1217
95-th Percentile 0.2911
Maximum 0.6314
Range 0.6314
IQR 0.1217

Descriptive Statistics

Mean 0.07213
Standard Deviation 0.1044
Variance 0.01091
Sum 75.5965
Skewness 1.5851
Kurtosis 2.3557
Coefficient of Variation 1.4477
  • beta_caryophyllene is not normally distributed (p-value 1.0511107655360269e-24)
  • beta_caryophyllene has 41 outliers

humulene

numerical

Approximate Distinct Count 175
Approximate Unique (%) 16.7%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 16.4 KB
Mean 0.04207
Minimum 0
Maximum 1.8337
Zeros 851
Zeros (%) 81.2%
Negatives 0
Negatives (%) 0.0%
  • humulene is skewed right (γ1 = 6.1803)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 0
Q3 0
95-th Percentile 0.2264
Maximum 1.8337
Range 1.8337
IQR 0

Descriptive Statistics

Mean 0.04207
Standard Deviation 0.1403
Variance 0.0197
Sum 44.0855
Skewness 6.1803
Kurtosis 51.1066
Coefficient of Variation 3.3363
  • humulene is not normally distributed (p-value 5.247468425013654e-25)
  • humulene has 197 outliers

CBGA

numerical

Approximate Distinct Count 783
Approximate Unique (%) 74.7%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 16.4 KB
Mean 0.3823
Minimum 0
Maximum 3.4144
Zeros 75
Zeros (%) 7.2%
Negatives 0
Negatives (%) 0.0%
  • CBGA is skewed right (γ1 = 2.5609)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0.1089
Median 0.2594
Q3 0.5099
95-th Percentile 1.1734
Maximum 3.4144
Range 3.4144
IQR 0.401

Descriptive Statistics

Mean 0.3823
Standard Deviation 0.4219
Variance 0.178
Sum 400.6009
Skewness 2.5609
Kurtosis 10.0732
Coefficient of Variation 1.1038
  • CBGA is not normally distributed (p-value 9.408836171065948e-10)
  • CBGA has 65 outliers

CBG

numerical

Approximate Distinct Count 704
Approximate Unique (%) 67.2%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 16.4 KB
Mean 0.1375
Minimum 0
Maximum 1.8461
Zeros 162
Zeros (%) 15.5%
Negatives 0
Negatives (%) 0.0%
  • CBG is skewed right (γ1 = 6.24)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0.08742
Median 0.1382
Q3 0.1839
95-th Percentile 0.2758
Maximum 1.8461
Range 1.8461
IQR 0.09643

Descriptive Statistics

Mean 0.1375
Standard Deviation 0.1187
Variance 0.01409
Sum 144.1389
Skewness 6.24
Kurtosis 82.071
Coefficient of Variation 0.863
  • CBG is not normally distributed (p-value 6.487483497927178e-11)
  • CBG has 25 outliers

THCA

numerical

Approximate Distinct Count 919
Approximate Unique (%) 87.7%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 16.4 KB
Mean 13.4144
Minimum 0
Maximum 68.0139
Zeros 9
Zeros (%) 0.9%
Negatives 0
Negatives (%) 0.0%
  • THCA is skewed right (γ1 = 0.5324)

Quantile Statistics

Minimum 0
5-th Percentile 0.09282
Q1 6.2312
Median 15.1602
Q3 19.1531
95-th Percentile 23.9789
Maximum 68.0139
Range 68.0139
IQR 12.9219

Descriptive Statistics

Mean 13.4144
Standard Deviation 8.7151
Variance 75.9538
Sum 14058.2952
Skewness 0.5324
Kurtosis 3.099
Coefficient of Variation 0.6497
  • THCA is not normally distributed (p-value 1.8037011314725949e-09)
  • THCA has 12 outliers

THCAC4

numerical

Approximate Distinct Count 291
Approximate Unique (%) 27.8%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 16.4 KB
Mean 0.01828
Minimum 0
Maximum 0.3545
Zeros 705
Zeros (%) 67.3%
Negatives 0
Negatives (%) 0.0%
  • THCAC4 is skewed right (γ1 = 2.4223)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 0
Q3 0.04196
95-th Percentile 0.07083
Maximum 0.3545
Range 0.3545
IQR 0.04196

Descriptive Statistics

Mean 0.01828
Standard Deviation 0.03004
Variance 0.00090247
Sum 19.1528
Skewness 2.4223
Kurtosis 15.3294
Coefficient of Variation 1.6438
  • THCAC4 is not normally distributed (p-value 1.501715356437369e-24)
  • THCAC4 has 4 outliers

THCVA

numerical

Approximate Distinct Count 432
Approximate Unique (%) 41.2%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 16.4 KB
Mean 0.06946
Minimum 0
Maximum 3.6859
Zeros 486
Zeros (%) 46.4%
Negatives 0
Negatives (%) 0.0%
  • THCVA is skewed right (γ1 = 10.7936)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 0.03935
Q3 0.0794
95-th Percentile 0.2022
Maximum 3.6859
Range 3.6859
IQR 0.0794

Descriptive Statistics

Mean 0.06946
Standard Deviation 0.1879
Variance 0.0353
Sum 72.7955
Skewness 10.7936
Kurtosis 165.3723
Coefficient of Variation 2.7048
  • THCVA is not normally distributed (p-value 4.034463263809421e-23)
  • THCVA has 55 outliers

THC

numerical

Approximate Distinct Count 775
Approximate Unique (%) 74.0%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 16.4 KB
Mean 0.9396
Minimum 0
Maximum 73.3331
Zeros 89
Zeros (%) 8.5%
Negatives 0
Negatives (%) 0.0%
  • THC is skewed right (γ1 = 19.1848)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0.23
Median 0.5069
Q3 0.9523
95-th Percentile 2.608
Maximum 73.3331
Range 73.3331
IQR 0.7223

Descriptive Statistics

Mean 0.9396
Standard Deviation 3.3276
Variance 11.0729
Sum 984.7157
Skewness 19.1848
Kurtosis 406.1815
Coefficient of Variation 3.5414
  • THC is not normally distributed (p-value 7.020995614620199e-25)
  • THC has 82 outliers

D8THC

numerical

Approximate Distinct Count 386
Approximate Unique (%) 36.8%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 16.4 KB
Mean 0.02129
Minimum 0
Maximum 0.4516
Zeros 577
Zeros (%) 55.1%
Negatives 0
Negatives (%) 0.0%
  • D8THC is skewed right (γ1 = 4.5832)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 0
Q3 0.03639
95-th Percentile 0.0808
Maximum 0.4516
Range 0.4516
IQR 0.03639

Descriptive Statistics

Mean 0.02129
Standard Deviation 0.03436
Variance 0.00118
Sum 22.311
Skewness 4.5832
Kurtosis 46.4648
Coefficient of Variation 1.6138
  • D8THC is not normally distributed (p-value 1.1124395574532474e-23)
  • D8THC has 34 outliers

THCV

numerical

Approximate Distinct Count 66
Approximate Unique (%) 6.3%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 16.4 KB
Mean 0.007326
Minimum 0
Maximum 0.7726
Zeros 975
Zeros (%) 93.0%
Negatives 0
Negatives (%) 0.0%
  • THCV is skewed right (γ1 = 12.1631)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 0
Q3 0
95-th Percentile 0.06935
Maximum 0.7726
Range 0.7726
IQR 0

Descriptive Statistics

Mean 0.007326
Standard Deviation 0.0424
Variance 0.001798
Sum 7.6776
Skewness 12.1631
Kurtosis 197.4501
Coefficient of Variation 5.788
  • THCV is not normally distributed (p-value 4.331581003906233e-25)
  • THCV has 73 outliers

CBNA

numerical

Approximate Distinct Count 611
Approximate Unique (%) 58.3%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 16.4 KB
Mean 0.02094
Minimum 0
Maximum 0.155
Zeros 266
Zeros (%) 25.4%
Negatives 0
Negatives (%) 0.0%
  • CBNA is skewed right (γ1 = 1.4193)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 0.02274
Q3 0.02842
95-th Percentile 0.04514
Maximum 0.155
Range 0.155
IQR 0.02842

Descriptive Statistics

Mean 0.02094
Standard Deviation 0.01712
Variance 0.00029299
Sum 21.9475
Skewness 1.4193
Kurtosis 6.3466
Coefficient of Variation 0.8173
  • CBNA is not normally distributed (p-value 1.729088887528268e-14)
  • CBNA has 19 outliers

CBN

numerical

Approximate Distinct Count 138
Approximate Unique (%) 13.2%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 16.4 KB
Mean 0.01179
Minimum 0
Maximum 0.7411
Zeros 896
Zeros (%) 85.5%
Negatives 0
Negatives (%) 0.0%
  • CBN is skewed right (γ1 = 7.5543)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 0
Q3 0
95-th Percentile 0.07703
Maximum 0.7411
Range 0.7411
IQR 0

Descriptive Statistics

Mean 0.01179
Standard Deviation 0.04497
Variance 0.002022
Sum 12.352
Skewness 7.5543
Kurtosis 85.7858
Coefficient of Variation 3.8154
  • CBN is not normally distributed (p-value 4.68654708686403e-25)
  • CBN has 152 outliers

CBDA

numerical

Approximate Distinct Count 808
Approximate Unique (%) 77.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 16.4 KB
Mean 0.9441
Minimum 0
Maximum 16.2757
Zeros 46
Zeros (%) 4.4%
Negatives 0
Negatives (%) 0.0%
  • CBDA is skewed right (γ1 = 3.2735)

Quantile Statistics

Minimum 0
5-th Percentile 0.002456
Q1 0.02677
Median 0.03494
Q3 0.05374
95-th Percentile 7.2246
Maximum 16.2757
Range 16.2757
IQR 0.02697

Descriptive Statistics

Mean 0.9441
Standard Deviation 2.4995
Variance 6.2477
Sum 989.4525
Skewness 3.2735
Kurtosis 11.2868
Coefficient of Variation 2.6474
  • CBDA is not normally distributed (p-value 4.4771678063871655e-25)
  • CBDA has 220 outliers

CBDVA

numerical

Approximate Distinct Count 108
Approximate Unique (%) 10.3%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 16.4 KB
Mean 0.009394
Minimum 0
Maximum 0.7107
Zeros 930
Zeros (%) 88.7%
Negatives 0
Negatives (%) 0.0%
  • CBDVA is skewed right (γ1 = 7.8361)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 0
Q3 0
95-th Percentile 0.02484
Maximum 0.7107
Range 0.7107
IQR 0

Descriptive Statistics

Mean 0.009394
Standard Deviation 0.053
Variance 0.002809
Sum 9.8454
Skewness 7.8361
Kurtosis 70.631
Coefficient of Variation 5.6421
  • CBDVA is not normally distributed (p-value 4.334003827962663e-25)
  • CBDVA has 118 outliers

CBD

numerical

Approximate Distinct Count 298
Approximate Unique (%) 28.4%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 16.4 KB
Mean 0.07652
Minimum 0
Maximum 4.57
Zeros 690
Zeros (%) 65.8%
Negatives 0
Negatives (%) 0.0%
  • CBD is skewed right (γ1 = 7.5191)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 0
Q3 0.02084
95-th Percentile 0.4308
Maximum 4.57
Range 4.57
IQR 0.02084

Descriptive Statistics

Mean 0.07652
Standard Deviation 0.3154
Variance 0.0995
Sum 80.1894
Skewness 7.5191
Kurtosis 73.3898
Coefficient of Variation 4.1225
  • CBD is not normally distributed (p-value 4.57330528206925e-25)
  • CBD has 147 outliers

CBDV

numerical

Approximate Distinct Count 25
Approximate Unique (%) 2.4%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 16.4 KB
Mean 0.0001629
Minimum 0
Maximum 0.01701
Zeros 1022
Zeros (%) 97.5%
Negatives 0
Negatives (%) 0.0%
  • CBDV is skewed right (γ1 = 9.3485)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 0
Q3 0
95-th Percentile 0
Maximum 0.01701
Range 0.01701
IQR 0

Descriptive Statistics

Mean 0.0001629
Standard Deviation 0.001206
Variance 1.4549e-06
Sum 0.1707
Skewness 9.3485
Kurtosis 99.4533
Coefficient of Variation 7.4047
  • CBDV is not normally distributed (p-value 4.234793480553161e-25)
  • CBDV has 26 outliers

CBCA

numerical

Approximate Distinct Count 643
Approximate Unique (%) 61.4%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 16.4 KB
Mean 0.01733
Minimum 0
Maximum 0.275
Zeros 283
Zeros (%) 27.0%
Negatives 0
Negatives (%) 0.0%
  • CBCA is skewed right (γ1 = 3.5655)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 0.0113
Q3 0.02245
95-th Percentile 0.06056
Maximum 0.275
Range 0.275
IQR 0.02245

Descriptive Statistics

Mean 0.01733
Standard Deviation 0.02337
Variance 0.00054628
Sum 18.1666
Skewness 3.5655
Kurtosis 23.415
Coefficient of Variation 1.3483
  • CBCA is not normally distributed (p-value 5.95884896156003e-18)
  • CBCA has 62 outliers

CBC

numerical

Approximate Distinct Count 372
Approximate Unique (%) 35.5%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 16.4 KB
Mean 0.05615
Minimum 0
Maximum 1.4866
Zeros 610
Zeros (%) 58.2%
Negatives 0
Negatives (%) 0.0%
  • CBC is skewed right (γ1 = 5.9783)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 0
Q3 0.07902
95-th Percentile 0.23
Maximum 1.4866
Range 1.4866
IQR 0.07902

Descriptive Statistics

Mean 0.05615
Standard Deviation 0.1155
Variance 0.01334
Sum 58.85
Skewness 5.9783
Kurtosis 59.4757
Coefficient of Variation 2.0571
  • CBC is not normally distributed (p-value 9.035181472477044e-24)
  • CBC has 70 outliers

CBLA

numerical

Approximate Distinct Count 362
Approximate Unique (%) 34.5%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 16.4 KB
Mean 0.103
Minimum 0
Maximum 1.1522
Zeros 576
Zeros (%) 55.0%
Negatives 0
Negatives (%) 0.0%
  • CBLA is skewed right (γ1 = 1.5169)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 0
Q3 0.2122
95-th Percentile 0.3812
Maximum 1.1522
Range 1.1522
IQR 0.2122

Descriptive Statistics

Mean 0.103
Standard Deviation 0.1455
Variance 0.02116
Sum 107.9017
Skewness 1.5169
Kurtosis 3.1276
Coefficient of Variation 1.413
  • CBLA is not normally distributed (p-value 1.5580803082223207e-24)
  • CBLA has 7 outliers

Interactions

Correlations

Missing Values