Overview

Dataset statistics

Number of variables34
Number of observations368
Missing cells7968
Missing cells (%)63.7%
Total size in memory97.9 KiB
Average record size in memory272.3 B

Variable types

Unsupported33
Numeric1

Warnings

Unnamed: 0 has 368 (100.0%) missing values Missing
3 has 255 (69.3%) missing values Missing
4 has 256 (69.6%) missing values Missing
5 has 256 (69.6%) missing values Missing
6 has 256 (69.6%) missing values Missing
7 has 256 (69.6%) missing values Missing
8 has 256 (69.6%) missing values Missing
9 has 256 (69.6%) missing values Missing
10 has 256 (69.6%) missing values Missing
11 has 256 (69.6%) missing values Missing
12 has 256 (69.6%) missing values Missing
13 has 256 (69.6%) missing values Missing
14 has 256 (69.6%) missing values Missing
15 has 256 (69.6%) missing values Missing
16 has 256 (69.6%) missing values Missing
17 has 256 (69.6%) missing values Missing
18 has 256 (69.6%) missing values Missing
19 has 256 (69.6%) missing values Missing
20 has 256 (69.6%) missing values Missing
21 has 256 (69.6%) missing values Missing
22 has 256 (69.6%) missing values Missing
23 has 256 (69.6%) missing values Missing
24 has 256 (69.6%) missing values Missing
25 has 256 (69.6%) missing values Missing
26 has 256 (69.6%) missing values Missing
Unnamed: 28 has 368 (100.0%) missing values Missing
Unnamed: 30 has 355 (96.5%) missing values Missing
Unnamed: 32 has 357 (97.0%) missing values Missing
Unnamed: 33 has 368 (100.0%) missing values Missing
Unnamed: 0 is an unsupported type, check if it needs cleaning or further analysis Unsupported
Unnamed: 1 is an unsupported type, check if it needs cleaning or further analysis Unsupported
Unnamed: 2 is an unsupported type, check if it needs cleaning or further analysis Unsupported
3 is an unsupported type, check if it needs cleaning or further analysis Unsupported
4 is an unsupported type, check if it needs cleaning or further analysis Unsupported
5 is an unsupported type, check if it needs cleaning or further analysis Unsupported
6 is an unsupported type, check if it needs cleaning or further analysis Unsupported
7 is an unsupported type, check if it needs cleaning or further analysis Unsupported
8 is an unsupported type, check if it needs cleaning or further analysis Unsupported
9 is an unsupported type, check if it needs cleaning or further analysis Unsupported
10 is an unsupported type, check if it needs cleaning or further analysis Unsupported
11 is an unsupported type, check if it needs cleaning or further analysis Unsupported
12 is an unsupported type, check if it needs cleaning or further analysis Unsupported
13 is an unsupported type, check if it needs cleaning or further analysis Unsupported
14 is an unsupported type, check if it needs cleaning or further analysis Unsupported
15 is an unsupported type, check if it needs cleaning or further analysis Unsupported
16 is an unsupported type, check if it needs cleaning or further analysis Unsupported
17 is an unsupported type, check if it needs cleaning or further analysis Unsupported
18 is an unsupported type, check if it needs cleaning or further analysis Unsupported
19 is an unsupported type, check if it needs cleaning or further analysis Unsupported
20 is an unsupported type, check if it needs cleaning or further analysis Unsupported
21 is an unsupported type, check if it needs cleaning or further analysis Unsupported
22 is an unsupported type, check if it needs cleaning or further analysis Unsupported
23 is an unsupported type, check if it needs cleaning or further analysis Unsupported
24 is an unsupported type, check if it needs cleaning or further analysis Unsupported
25 is an unsupported type, check if it needs cleaning or further analysis Unsupported
26 is an unsupported type, check if it needs cleaning or further analysis Unsupported
Unnamed: 27 is an unsupported type, check if it needs cleaning or further analysis Unsupported
Unnamed: 28 is an unsupported type, check if it needs cleaning or further analysis Unsupported
Unnamed: 29 is an unsupported type, check if it needs cleaning or further analysis Unsupported
Unnamed: 30 is an unsupported type, check if it needs cleaning or further analysis Unsupported
677.38 is an unsupported type, check if it needs cleaning or further analysis Unsupported
Unnamed: 33 is an unsupported type, check if it needs cleaning or further analysis Unsupported

Reproduction

Analysis started2022-05-23 22:52:24.813859
Analysis finished2022-05-23 22:52:24.910464
Duration0.1 seconds
Software versionpandas-profiling v3.0.0
Download configurationconfig.json

Variables

Unnamed: 0
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing368
Missing (%)100.0%
Memory size3.0 KiB

Unnamed: 1
Unsupported

REJECTED
UNSUPPORTED

Missing1
Missing (%)0.3%
Memory size3.0 KiB

Unnamed: 2
Unsupported

REJECTED
UNSUPPORTED

Missing2
Missing (%)0.5%
Memory size3.0 KiB

3
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing255
Missing (%)69.3%
Memory size3.0 KiB

4
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing256
Missing (%)69.6%
Memory size3.0 KiB

5
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing256
Missing (%)69.6%
Memory size3.0 KiB

6
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing256
Missing (%)69.6%
Memory size3.0 KiB

7
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing256
Missing (%)69.6%
Memory size3.0 KiB

8
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing256
Missing (%)69.6%
Memory size3.0 KiB

9
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing256
Missing (%)69.6%
Memory size3.0 KiB

10
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing256
Missing (%)69.6%
Memory size3.0 KiB

11
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing256
Missing (%)69.6%
Memory size3.0 KiB

12
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing256
Missing (%)69.6%
Memory size3.0 KiB

13
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing256
Missing (%)69.6%
Memory size3.0 KiB

14
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing256
Missing (%)69.6%
Memory size3.0 KiB

15
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing256
Missing (%)69.6%
Memory size3.0 KiB

16
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing256
Missing (%)69.6%
Memory size3.0 KiB

17
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing256
Missing (%)69.6%
Memory size3.0 KiB

18
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing256
Missing (%)69.6%
Memory size3.0 KiB

19
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing256
Missing (%)69.6%
Memory size3.0 KiB

20
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing256
Missing (%)69.6%
Memory size3.0 KiB

21
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing256
Missing (%)69.6%
Memory size3.0 KiB

22
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing256
Missing (%)69.6%
Memory size3.0 KiB

23
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing256
Missing (%)69.6%
Memory size3.0 KiB

24
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing256
Missing (%)69.6%
Memory size3.0 KiB

25
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing256
Missing (%)69.6%
Memory size3.0 KiB

26
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing256
Missing (%)69.6%
Memory size3.0 KiB

Unnamed: 27
Unsupported

REJECTED
UNSUPPORTED

Missing2
Missing (%)0.5%
Memory size3.0 KiB

Unnamed: 28
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing368
Missing (%)100.0%
Memory size3.0 KiB

Unnamed: 29
Unsupported

REJECTED
UNSUPPORTED

Missing2
Missing (%)0.5%
Memory size3.0 KiB

Unnamed: 30
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing355
Missing (%)96.5%
Memory size3.0 KiB

677.38
Unsupported

REJECTED
UNSUPPORTED

Missing2
Missing (%)0.5%
Memory size3.0 KiB

Unnamed: 32
Real number (ℝ≥0)

MISSING

Distinct6
Distinct (%)54.5%
Missing357
Missing (%)97.0%
Infinite0
Infinite (%)0.0%
Mean603.9090909
Minimum323
Maximum744
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size3.0 KiB
2022-05-24T07:52:24.987131image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/

Quantile statistics

Minimum323
5-th percentile328.5
Q1425
median720
Q3744
95-th percentile744
Maximum744
Range421
Interquartile range (IQR)319

Descriptive statistics

Standard deviation184.3672718
Coefficient of variation (CV)0.3052897772
Kurtosis-1.519787864
Mean603.9090909
Median Absolute Deviation (MAD)24
Skewness-0.7876003244
Sum6643
Variance33991.29091
MonotonicityNot monotonic
2022-05-24T07:52:25.155447image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
Histogram with fixed size bins (bins=6)
ValueCountFrequency (%)
7444
 
1.1%
7203
 
0.8%
3341
 
0.3%
3231
 
0.3%
3741
 
0.3%
4761
 
0.3%
(Missing)357
97.0%
ValueCountFrequency (%)
3231
 
0.3%
3341
 
0.3%
3741
 
0.3%
4761
 
0.3%
7203
0.8%
ValueCountFrequency (%)
7444
1.1%
7203
0.8%
4761
 
0.3%
3741
 
0.3%
3341
 
0.3%

Unnamed: 33
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing368
Missing (%)100.0%
Memory size3.0 KiB