Overview

Dataset info

Number of variables7
Number of observations150
Missing cells0 (0.0%)
Duplicate rows0 (0.0%)
Total size in memory8.3 KiB
Average record size in memory56.9 B

Variables types

Numeric4
Categorical2
Boolean0
Date0
URL0
Text (Unique)0
Rejected1
Unsupported0

Warnings

petal_width is highly correlated with petal_length (ρ = 0.9627570971) Rejected

Variables

petal_length
Numeric

Distinct count43
Unique (%)28.7%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean3.758666667
Minimum1
Maximum6.9
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum1
5-th percentile1.3
Q11.6
Median4.35
Q35.1
95-th percentile6.1
Maximum6.9
Range5.9
Interquartile range3.5

Descriptive statistics

Standard deviation1.76442042
Coef of variation0.4694272135
Kurtosis-1.401920801
Mean3.758666667
MAD1.56192
Skewness-0.2744642525
Sum563.8
Variance3.113179418
Memory size1.3 KiB
Histogram
Histogram with fixed size bins (bins=43)
Histogram
Histogram with variable size bins (bins=[1. 1.25 1.65 3.85 5.85 6.9 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
1.5 14 9.3%
 
1.4 12 8.0%
 
5.1 8 5.3%
 
4.5 8 5.3%
 
1.3 7 4.7%
 
1.6 7 4.7%
 
5.6 6 4.0%
 
4 5 3.3%
 
4.9 5 3.3%
 
4.7 5 3.3%
 
Other values (33) 73 48.7%
 

Minimum 5 values

ValueCountFrequency (%) 
1 1 0.7%
 
1.1 1 0.7%
 
1.2 2 1.3%
 
1.3 7 4.7%
 
1.4 12 8.0%
 

Maximum 5 values

ValueCountFrequency (%) 
6.9 1 0.7%
 
6.7 2 1.3%
 
6.6 1 0.7%
 
6.4 1 0.7%
 
6.3 1 0.7%
 

petal_width
Highly correlated

This variable is highly correlated with petal_length and should be ignored for analysis

Correlation0.9627570971

sepal_length
Numeric

Distinct count35
Unique (%)23.3%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean5.843333333
Minimum4.3
Maximum7.9
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum4.3
5-th percentile4.6
Q15.1
Median5.8
Q36.4
95-th percentile7.255
Maximum7.9
Range3.6
Interquartile range1.3

Descriptive statistics

Standard deviation0.828066128
Coef of variation0.1417112598
Kurtosis-0.5520640413
Mean5.843333333
MAD0.6875555556
Skewness0.3149109566
Sum876.5
Variance0.6856935123
Memory size1.3 KiB
Histogram
Histogram with fixed size bins (bins=35)
Histogram
Histogram with variable size bins (bins=[4.3 4.75 6.95 7.9 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
5 10 6.7%
 
6.3 9 6.0%
 
5.1 9 6.0%
 
6.7 8 5.3%
 
5.7 8 5.3%
 
5.5 7 4.7%
 
5.8 7 4.7%
 
6.4 7 4.7%
 
6 6 4.0%
 
4.9 6 4.0%
 
Other values (25) 73 48.7%
 

Minimum 5 values

ValueCountFrequency (%) 
4.3 1 0.7%
 
4.4 3 2.0%
 
4.5 1 0.7%
 
4.6 4 2.7%
 
4.7 2 1.3%
 

Maximum 5 values

ValueCountFrequency (%) 
7.9 1 0.7%
 
7.7 4 2.7%
 
7.6 1 0.7%
 
7.4 1 0.7%
 
7.3 1 0.7%
 

sepal_width
Numeric

Distinct count23
Unique (%)15.3%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean3.054
Minimum2
Maximum4.4
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum2
5-th percentile2.345
Q12.8
Median3
Q33.3
95-th percentile3.8
Maximum4.4
Range2.4
Interquartile range0.5

Descriptive statistics

Standard deviation0.4335943114
Coef of variation0.1419758714
Kurtosis0.2907810624
Mean3.054
MAD0.3330933333
Skewness0.3340526622
Sum458.1
Variance0.1880040268
Memory size1.3 KiB
Histogram
Histogram with fixed size bins (bins=23)
Histogram
Histogram with variable size bins (bins=[2. 2.65 3.45 3.85 4.4 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
3 26 17.3%
 
2.8 14 9.3%
 
3.2 13 8.7%
 
3.4 12 8.0%
 
3.1 12 8.0%
 
2.9 10 6.7%
 
2.7 9 6.0%
 
2.5 8 5.3%
 
3.5 6 4.0%
 
3.8 6 4.0%
 
Other values (13) 34 22.7%
 

Minimum 5 values

ValueCountFrequency (%) 
2 1 0.7%
 
2.2 3 2.0%
 
2.3 4 2.7%
 
2.4 3 2.0%
 
2.5 8 5.3%
 

Maximum 5 values

ValueCountFrequency (%) 
4.4 1 0.7%
 
4.2 1 0.7%
 
4.1 1 0.7%
 
4 1 0.7%
 
3.9 2 1.3%
 

species
Categorical

Distinct count3
Unique (%)2.0%
Missing (%)0.0%
Missing (n)0
virginica
50
versicolor
50
setosa
50
ValueCountFrequency (%) 
virginica 50 33.3%
 
versicolor 50 33.3%
 
setosa 50 33.3%
 
Max length10
Mean length8.333333333
Min length6
Contains charsTrue
Contains digitsFalse
Contains spacesFalse
Contains non-wordsFalse

species_2_cat
Categorical

Distinct count2
Unique (%)1.3%
Missing (%)0.0%
Missing (n)0
v
100
s
50
ValueCountFrequency (%) 
v 100 66.7%
 
s 50 33.3%
 
Max length1
Mean length1
Min length1
Contains charsTrue
Contains digitsFalse
Contains spacesFalse
Contains non-wordsFalse

Unnamed_0
Numeric

Distinct count150
Unique (%)100.0%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean74.5
Minimum0
Maximum149
Zeros (%)0.7%
Mini histogram

Quantile statistics

Minimum0
5-th percentile7.45
Q137.25
Median74.5
Q3111.75
95-th percentile141.55
Maximum149
Range149
Interquartile range74.5

Descriptive statistics

Standard deviation43.44536799
Coef of variation0.5831593019
Kurtosis-1.2
Mean74.5
MAD37.5
Skewness0
Sum11175
Variance1887.5
Memory size1.3 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[ 0. 149.], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
149 1 0.7%
 
55 1 0.7%
 
53 1 0.7%
 
52 1 0.7%
 
51 1 0.7%
 
50 1 0.7%
 
49 1 0.7%
 
48 1 0.7%
 
47 1 0.7%
 
46 1 0.7%
 
Other values (140) 140 93.3%
 

Minimum 5 values

ValueCountFrequency (%) 
0 1 0.7%
 
1 1 0.7%
 
2 1 0.7%
 
3 1 0.7%
 
4 1 0.7%
 

Maximum 5 values

ValueCountFrequency (%) 
149 1 0.7%
 
148 1 0.7%
 
147 1 0.7%
 
146 1 0.7%
 
145 1 0.7%
 

Correlations

Missing values

Sample

First rows

petal_lengthpetal_widthsepal_lengthsepal_widthspeciesspecies_2_catUnnamed_0
01.40.25.13.5setosas0
11.40.24.93.0setosas1
21.30.24.73.2setosas2
31.50.24.63.1setosas3
41.40.25.03.6setosas4
51.70.45.43.9setosas5
61.40.34.63.4setosas6
71.50.25.03.4setosas7
81.40.24.42.9setosas8
91.50.14.93.1setosas9

Last rows

petal_lengthpetal_widthsepal_lengthsepal_widthspeciesspecies_2_catUnnamed_0
1405.62.46.73.1virginicav140
1415.12.36.93.1virginicav141
1425.11.95.82.7virginicav142
1435.92.36.83.2virginicav143
1445.72.56.73.3virginicav144
1455.22.36.73.0virginicav145
1465.01.96.32.5virginicav146
1475.22.06.53.0virginicav147
1485.42.36.23.4virginicav148
1495.11.85.93.0virginicav149