Overview

Dataset info

Number of variables 11
Number of observations 514
Total Missing (%) 9.1%
Total size in memory 44.2 KiB
Average record size in memory 88.2 B

Variables types

Numeric 3
Categorical 7
Boolean 0
Date 0
Text (Unique) 0
Rejected 1
Unsupported 0

Warnings

  • News has 514 / 100.0% missing values Missing
  • News has constant value Rejected
  • Type of visualizaton has a high cardinality: 164 distinct values Warning

Variables

Content it is depicting
Categorical

Distinct count 23
Unique (%) 4.5%
Missing (%) 0.0%
Missing (n) 0
economic
 
66
sports
 
64
environment
 
43
Other values (20)
341
Toggle details
Value Count Frequency (%)  
economic 66 12.8%
 
sports 64 12.5%
 
environment 43 8.4%
 
politics 35 6.8%
 
crime 35 6.8%
 
development 35 6.8%
 
lifestyle 29 5.6%
 
weather 27 5.3%
 
transport 26 5.1%
 
public opinion 23 4.5%
 
Other values (13) 131 25.5%
 

Date
Categorical

Distinct count 31
Unique (%) 6.0%
Missing (%) 0.0%
Missing (n) 0
Dec-19
 
28
Dec-16
 
23
Dec-24
 
21
Other values (28)
442
Toggle details
Value Count Frequency (%)  
Dec-19 28 5.4%
 
Dec-16 23 4.5%
 
Dec-24 21 4.1%
 
Dec-11 20 3.9%
 
Dec-20 20 3.9%
 
Dec-14 20 3.9%
 
Dec-01 19 3.7%
 
Dec-17 18 3.5%
 
Dec-18 18 3.5%
 
Dec-02 18 3.5%
 
Other values (21) 309 60.1%
 

News
Constant

This variable is constant and should be ignored for analysis

Constant value

Type of visualizaton
Categorical

Distinct count 164
Unique (%) 31.9%
Missing (%) 0.0%
Missing (n) 0
jumbo figures
 
53
table
 
51
map
 
46
Other values (161)
364
Toggle details
Value Count Frequency (%)  
jumbo figures 53 10.3%
 
table 51 9.9%
 
map 46 8.9%
 
list 28 5.4%
 
icons 27 5.3%
 
bar chart 25 4.9%
 
timeline 18 3.5%
 
line chart 12 2.3%
 
bar chart, colour 10 1.9%
 
table, bar chart 9 1.8%
 
Other values (154) 235 45.7%
 

colour/ b&w(treatment)
Categorical

Distinct count 4
Unique (%) 0.8%
Missing (%) 0.0%
Missing (n) 0
colour
499
b&w
 
7
colour
 
7
Toggle details
Value Count Frequency (%)  
colour 499 97.1%
 
b&w 7 1.4%
 
colour 7 1.4%
 
color 1 0.2%
 

height (inch)
Numeric

Distinct count 64
Unique (%) 12.5%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 3.38
Minimum 0.5
Maximum 19.5
Zeros (%) 0.0%

Quantile statistics

Minimum 0.5
5-th percentile 1
Q1 1.725
Median 2.5
Q3 4.275
95-th percentile 8.87
Maximum 19.5
Range 19
Interquartile range 2.55

Descriptive statistics

Standard deviation 2.2774
Coef of variation 0.67381
Kurtosis 4.8997
Mean 3.38
MAD 1.7445
Skewness 1.6792
Sum 1737.3
Variance 5.1868
Memory size 4.1 KiB
Value Count Frequency (%)  
2.0 49 9.5%
 
1.7 38 7.4%
 
4.0 31 6.0%
 
1.5 28 5.4%
 
1.8 28 5.4%
 
3.0 25 4.9%
 
3.5 23 4.5%
 
2.5 23 4.5%
 
9.0 22 4.3%
 
1.0 18 3.5%
 
Other values (54) 229 44.6%
 

Minimum 5 values

Value Count Frequency (%)  
0.5 5 1.0%
 
0.7 3 0.6%
 
0.8 7 1.4%
 
1.0 18 3.5%
 
1.2 13 2.5%
 

Maximum 5 values

Value Count Frequency (%)  
9.0 22 4.3%
 
9.2 1 0.2%
 
9.3 1 0.2%
 
10.0 1 0.2%
 
19.5 1 0.2%
 

illustration
Categorical

Distinct count 3
Unique (%) 0.6%
Missing (%) 0.0%
Missing (n) 0
no
428
yes
 
84
no
 
2
Toggle details
Value Count Frequency (%)  
no 428 83.3%
 
yes 84 16.3%
 
no 2 0.4%
 

page no.(location)
Numeric

Distinct count 36
Unique (%) 7.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 12.018
Minimum 1
Maximum 65
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 2
Q1 4
Median 9
Q3 19
95-th percentile 27
Maximum 65
Range 64
Interquartile range 15

Descriptive statistics

Standard deviation 10.334
Coef of variation 0.85989
Kurtosis 4.2685
Mean 12.018
MAD 8.395
Skewness 1.5085
Sum 6177
Variance 106.79
Memory size 4.1 KiB
Value Count Frequency (%)  
2 84 16.3%
 
4 52 10.1%
 
6 29 5.6%
 
19 25 4.9%
 
1 23 4.5%
 
25 23 4.5%
 
23 22 4.3%
 
5 21 4.1%
 
10 20 3.9%
 
11 19 3.7%
 
Other values (26) 196 38.1%
 

Minimum 5 values

Value Count Frequency (%)  
1 23 4.5%
 
2 84 16.3%
 
3 10 1.9%
 
4 52 10.1%
 
5 21 4.1%
 

Maximum 5 values

Value Count Frequency (%)  
38 1 0.2%
 
45 2 0.4%
 
59 1 0.2%
 
63 2 0.4%
 
65 2 0.4%
 

photograph
Categorical

Distinct count 6
Unique (%) 1.2%
Missing (%) 0.0%
Missing (n) 0
no
281
yes
222
yes
 
7
Other values (3)
 
4
Toggle details
Value Count Frequency (%)  
no 281 54.7%
 
yes 222 43.2%
 
yes 7 1.4%
 
no 2 0.4%
 
no 1 0.2%
 
no 1 0.2%
 

quadrant
Categorical

Distinct count 15
Unique (%) 2.9%
Missing (%) 0.0%
Missing (n) 0
2
171
1
119
1, 2
73
Other values (12)
151
Toggle details
Value Count Frequency (%)  
2 171 33.3%
 
1 119 23.2%
 
1, 2 73 14.2%
 
4 56 10.9%
 
3 51 9.9%
 
3, 4 13 2.5%
 
1, 4 10 1.9%
 
1, 2, 3, 4 7 1.4%
 
2, 3 6 1.2%
 
1, 3, 4 2 0.4%
 
Other values (5) 6 1.2%
 

width (columns)
Numeric

Distinct count 26
Unique (%) 5.1%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.5484
Minimum 0.5
Maximum 8
Zeros (%) 0.0%

Quantile statistics

Minimum 0.5
5-th percentile 1
Q1 1.225
Median 2
Q3 3
95-th percentile 5.5
Maximum 8
Range 7.5
Interquartile range 1.775

Descriptive statistics

Standard deviation 1.5661
Coef of variation 0.61454
Kurtosis 2.6108
Mean 2.5484
MAD 1.1995
Skewness 1.4935
Sum 1309.9
Variance 2.4527
Memory size 4.1 KiB
Value Count Frequency (%)  
2.0 144 28.0%
 
1.0 110 21.4%
 
3.0 79 15.4%
 
4.0 68 13.2%
 
1.5 17 3.3%
 
2.5 15 2.9%
 
5.0 15 2.9%
 
8.0 15 2.9%
 
1.2 12 2.3%
 
6.0 6 1.2%
 
Other values (16) 33 6.4%
 

Minimum 5 values

Value Count Frequency (%)  
0.5 5 1.0%
 
0.7 1 0.2%
 
0.8 1 0.2%
 
1.0 110 21.4%
 
1.2 12 2.3%
 

Maximum 5 values

Value Count Frequency (%)  
5.5 3 0.6%
 
6.0 6 1.2%
 
6.7 1 0.2%
 
7.0 2 0.4%
 
8.0 15 2.9%
 

Correlations

Sample

Date News Type of visualizaton Content it is depicting page no.(location) quadrant width (columns) height (inch) colour/ b&w(treatment) photograph illustration
0 Dec-01 NaN stacked bar chart crime 1 2 2.0 1.8 colour no yes
1 Dec-01 NaN line chart economic 1 2 2.0 1.6 colour no no
2 Dec-01 NaN map, icons development 2 1, 2 4.0 3.0 colour no no
3 Dec-01 NaN icons weather 2 2 1.0 1.7 colour no no
4 Dec-01 NaN bar chart, pie chart, jumbo figures crime 4 1, 2 3.0 5.0 colour no yes