Pandas Profiling Report

Dataset statistics

Number of variables	12
Number of observations	2988181
Missing cells	0
Missing cells (%)	0.0%
Total size in memory	1.7 GiB
Average record size in memory	597.6 B

Variable types

Categorical	9
DateTime	2
Numeric	1

Alerts

`user_id` has a high cardinality: 322897 distinct values	High cardinality
`session_id` has a high cardinality: 1048594 distinct values	High cardinality
`click_article_id` has a high cardinality: 46033 distinct values	High cardinality

Reproduction

Analysis started	2022-05-07 17:29:08.631589
Analysis finished	2022-05-07 17:29:32.735522
Duration	24.1 seconds
Software version	pandas-profiling v3.2.0
Download configuration	config.json

user_id
Categorical

HIGH CARDINALITY

Distinct	322897
Distinct (%)	10.8%
Missing	0
Missing (%)	0.0%
Memory size	177.7 MiB

5890	1232
73574	939
15867	900
80350	783
15275	746
Other values (322892)	2983581

Characters and Unicode

Total characters	16019411
Distinct characters	10
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	1
4th row	1
5th row	2

Common Values

Value	Count	Frequency (%)
5890	1232	< 0.1%
73574	939	< 0.1%
15867	900	< 0.1%
80350	783	< 0.1%
15275	746	< 0.1%
2151	722	< 0.1%
4568	529	< 0.1%
12897	513	< 0.1%
11521	502	< 0.1%
34541	501	< 0.1%
Other values (322887)	2980814	99.8%

Value	Count	Frequency (%)
5890	1232	< 0.1%
73574	939	< 0.1%
15867	900	< 0.1%
80350	783	< 0.1%
15275	746	< 0.1%
2151	722	< 0.1%
4568	529	< 0.1%
12897	513	< 0.1%
11521	502	< 0.1%
34541	501	< 0.1%
Other values (322887)	2980814	99.8%

Most occurring characters

Value	Count	Frequency (%)
1	2406584	15.0%
2	1986207	12.4%
3	1547037	9.7%
5	1517002	9.5%
4	1508460	9.4%
6	1456353	9.1%
7	1433310	8.9%
8	1410350	8.8%
9	1392458	8.7%
0	1361650	8.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	16019411	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	2406584	15.0%
2	1986207	12.4%
3	1547037	9.7%
5	1517002	9.5%
4	1508460	9.4%
6	1456353	9.1%
7	1433310	8.9%
8	1410350	8.8%
9	1392458	8.7%
0	1361650	8.5%

Most occurring scripts

Value	Count	Frequency (%)
Common	16019411	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	2406584	15.0%
2	1986207	12.4%
3	1547037	9.7%
5	1517002	9.5%
4	1508460	9.4%
6	1456353	9.1%
7	1433310	8.9%
8	1410350	8.8%
9	1392458	8.7%
0	1361650	8.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	16019411	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	2406584	15.0%
2	1986207	12.4%
3	1547037	9.7%
5	1517002	9.5%
4	1508460	9.4%
6	1456353	9.1%
7	1433310	8.9%
8	1410350	8.8%
9	1392458	8.7%
0	1361650	8.5%

session_id
Categorical

HIGH CARDINALITY

Distinct	1048594
Distinct (%)	35.1%
Missing	0
Missing (%)	0.0%
Memory size	208.0 MiB

1507563657895091	124
1507896573228093	107
1507133567968022	106
1507309773225261	98
1508112331270612	94
Other values (1048589)	2987652

Characters and Unicode

Total characters	47810896
Distinct characters	10
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1506825423271737
2nd row	1506825423271737
3rd row	1506825426267738
4th row	1506825426267738
5th row	1506825435299739

Common Values

Value	Count	Frequency (%)
1507563657895091	124	< 0.1%
1507896573228093	107	< 0.1%
1507133567968022	106	< 0.1%
1507309773225261	98	< 0.1%
1508112331270612	94	< 0.1%
1507647366292530	92	< 0.1%
1507475403662486	86	< 0.1%
1506959499272114	82	< 0.1%
1508154737228813	79	< 0.1%
1506999909218419	75	< 0.1%
Other values (1048584)	2987238	> 99.9%

Value	Count	Frequency (%)
1507563657895091	124	< 0.1%
1507896573228093	107	< 0.1%
1507133567968022	106	< 0.1%
1507309773225261	98	< 0.1%
1508112331270612	94	< 0.1%
1507647366292530	92	< 0.1%
1507475403662486	86	< 0.1%
1506959499272114	82	< 0.1%
1508154737228813	79	< 0.1%
1506999909218419	75	< 0.1%
Other values (1048584)	2987238	> 99.9%

Most occurring characters

Value	Count	Frequency (%)
1	7222437	15.1%
5	6370248	13.3%
0	6306506	13.2%
7	5505572	11.5%
2	4058812	8.5%
3	3977203	8.3%
6	3794560	7.9%
8	3596989	7.5%
9	3536107	7.4%
4	3442462	7.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	47810896	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	7222437	15.1%
5	6370248	13.3%
0	6306506	13.2%
7	5505572	11.5%
2	4058812	8.5%
3	3977203	8.3%
6	3794560	7.9%
8	3596989	7.5%
9	3536107	7.4%
4	3442462	7.2%

Most occurring scripts

Value	Count	Frequency (%)
Common	47810896	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	7222437	15.1%
5	6370248	13.3%
0	6306506	13.2%
7	5505572	11.5%
2	4058812	8.5%
3	3977203	8.3%
6	3794560	7.9%
8	3596989	7.5%
9	3536107	7.4%
4	3442462	7.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	47810896	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	7222437	15.1%
5	6370248	13.3%
0	6306506	13.2%
7	5505572	11.5%
2	4058812	8.5%
3	3977203	8.3%
6	3794560	7.9%
8	3596989	7.5%
9	3536107	7.4%
4	3442462	7.2%

session_start
Date

Distinct	646874
Distinct (%)	21.6%
Missing	0
Missing (%)	0.0%
Memory size	22.8 MiB

Minimum	2017-10-01 04:37:03
Maximum	2017-10-17 05:36:19

Histogram

Histogram with fixed size bins (bins=50)

session_size
Real number (ℝ_≥0)

Distinct	72
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.901885127

Minimum	2
Maximum	124
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	22.8 MiB

Quantile statistics

Minimum	2
5-th percentile	2
Q1	2
median	3
Q3	4
95-th percentile	9
Maximum	124
Range	122
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	3.929941495
Coefficient of variation (CV)	1.007190465
Kurtosis	158.4608899
Mean	3.901885127
Median Absolute Deviation (MAD)	1
Skewness	9.090074854
Sum	11659539
Variance	15.44444016
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2	1260372	42.2%
3	670185	22.4%
4	374240	12.5%
5	220105	7.4%
6	135762	4.5%
7	88354	3.0%
8	58544	2.0%
9	40878	1.4%
10	29530	1.0%
11	21714	0.7%
Other values (62)	88497	3.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2	1260372	42.2%
3	670185	22.4%
4	374240	12.5%
5	220105	7.4%
6	135762	4.5%
7	88354	3.0%
8	58544	2.0%
9	40878	1.4%
10	29530	1.0%
11	21714	0.7%

Value	Count	Frequency (%)
124	124	< 0.1%
107	107	< 0.1%
106	106	< 0.1%
98	98	< 0.1%
94	94	< 0.1%
92	92	< 0.1%
86	86	< 0.1%
82	82	< 0.1%
79	79	< 0.1%
75	75	< 0.1%

click_article_id
Categorical

HIGH CARDINALITY

Distinct	46033
Distinct (%)	1.5%
Missing	0
Missing (%)	0.0%
Memory size	179.0 MiB

160974	37213
272143	28943
336221	23851
234698	23499
123909	23122
Other values (46028)	2851553

Characters and Unicode

Total characters	17347006
Distinct characters	10
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	24811 ?
Unique (%)	0.8%

Sample

1st row	157541
2nd row	68866
3rd row	235840
4th row	96663
5th row	119592

Common Values

Value	Count	Frequency (%)
160974	37213	1.2%
272143	28943	1.0%
336221	23851	0.8%
234698	23499	0.8%
123909	23122	0.8%
336223	21855	0.7%
96210	21577	0.7%
162655	21062	0.7%
183176	20303	0.7%
168623	19526	0.7%
Other values (46023)	2747230	91.9%

Value	Count	Frequency (%)
160974	37213	1.2%
272143	28943	1.0%
336221	23851	0.8%
234698	23499	0.8%
123909	23122	0.8%
336223	21855	0.7%
96210	21577	0.7%
162655	21062	0.7%
183176	20303	0.7%
168623	19526	0.7%
Other values (46023)	2747230	91.9%

Most occurring characters

Value	Count	Frequency (%)
2	2669004	15.4%
1	2322402	13.4%
3	2172869	12.5%
6	1692346	9.8%
5	1494065	8.6%
0	1440544	8.3%
8	1433872	8.3%
4	1406484	8.1%
9	1401337	8.1%
7	1314083	7.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	17347006	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	2669004	15.4%
1	2322402	13.4%
3	2172869	12.5%
6	1692346	9.8%
5	1494065	8.6%
0	1440544	8.3%
8	1433872	8.3%
4	1406484	8.1%
9	1401337	8.1%
7	1314083	7.6%

Most occurring scripts

Value	Count	Frequency (%)
Common	17347006	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	2669004	15.4%
1	2322402	13.4%
3	2172869	12.5%
6	1692346	9.8%
5	1494065	8.6%
0	1440544	8.3%
8	1433872	8.3%
4	1406484	8.1%
9	1401337	8.1%
7	1314083	7.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	17347006	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	2669004	15.4%
1	2322402	13.4%
3	2172869	12.5%
6	1692346	9.8%
5	1494065	8.6%
0	1440544	8.3%
8	1433872	8.3%
4	1406484	8.1%
9	1401337	8.1%
7	1314083	7.6%

click_timestamp
Date

Distinct	1016184
Distinct (%)	34.0%
Missing	0
Missing (%)	0.0%
Memory size	22.8 MiB

Minimum	2017-10-01 05:00:00
Maximum	2017-11-13 21:04:14

Histogram

Histogram with fixed size bins (bins=50)

click_environment
Categorical

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	183.0 MiB

4 - Web	2904478
2 - Mobile App	79743
1 - Facebook Instant Article	3960

Characters and Unicode

Total characters	21558628
Distinct characters	23
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
4 - Web	2904478	97.2%
2 - Mobile App	79743	2.7%
1 - Facebook Instant Article	3960	0.1%

Category Frequency Plot

Value	Count	Frequency (%)
	2988181	33.0%
4	2904478	32.1%
web	2904478	32.1%
2	79743	0.9%
mobile	79743	0.9%
app	79743	0.9%
1	3960	< 0.1%
facebook	3960	< 0.1%
instant	3960	< 0.1%
article	3960	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
	6064025	28.1%
e	2992141	13.9%
-	2988181	13.9%
b	2988181	13.9%
4	2904478	13.5%
W	2904478	13.5%
p	159486	0.7%
o	87663	0.4%
l	83703	0.4%
A	83703	0.4%
Other values (13)	302589	1.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	6442397	29.9%
Space Separator	6064025	28.1%
Uppercase Letter	3075844	14.3%
Dash Punctuation	2988181	13.9%
Decimal Number	2988181	13.9%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	2992141	46.4%
b	2988181	46.4%
p	159486	2.5%
o	87663	1.4%
l	83703	1.3%
i	83703	1.3%
t	11880	0.2%
a	7920	0.1%
c	7920	0.1%
n	7920	0.1%
Other values (3)	11880	0.2%

Uppercase Letter

Value	Count	Frequency (%)
W	2904478	94.4%
A	83703	2.7%
M	79743	2.6%
F	3960	0.1%
I	3960	0.1%

Decimal Number

Value	Count	Frequency (%)
4	2904478	97.2%
2	79743	2.7%
1	3960	0.1%

Space Separator

Value	Count	Frequency (%)
	6064025	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	2988181	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	12040387	55.8%
Latin	9518241	44.2%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	2992141	31.4%
b	2988181	31.4%
W	2904478	30.5%
p	159486	1.7%
o	87663	0.9%
l	83703	0.9%
A	83703	0.9%
i	83703	0.9%
M	79743	0.8%
t	11880	0.1%
Other values (8)	43560	0.5%

Common

Value	Count	Frequency (%)
	6064025	50.4%
-	2988181	24.8%
4	2904478	24.1%
2	79743	0.7%
1	3960	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	21558628	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	6064025	28.1%
e	2992141	13.9%
-	2988181	13.9%
b	2988181	13.9%
4	2904478	13.5%
W	2904478	13.5%
p	159486	0.7%
o	87663	0.4%
l	83703	0.4%
A	83703	0.4%
Other values (13)	302589	1.4%

click_deviceGroup
Categorical

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	189.9 MiB

1 - Tablet	1823162
3 - Empty	1047086
4 - Mobile	117640
5 - Desktop	283
2 - TV	10

Characters and Unicode

Total characters	28834967
Distinct characters	24
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
1 - Tablet	1823162	61.0%
3 - Empty	1047086	35.0%
4 - Mobile	117640	3.9%
5 - Desktop	283	< 0.1%
2 - TV	10	< 0.1%

Category Frequency Plot

Value	Count	Frequency (%)
	2988181	33.3%
1	1823162	20.3%
tablet	1823162	20.3%
3	1047086	11.7%
empty	1047086	11.7%
4	117640	1.3%
mobile	117640	1.3%
5	283	< 0.1%
desktop	283	< 0.1%
2	10	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
	5976362	20.7%
-	2988181	10.4%
t	2870531	10.0%
e	1941085	6.7%
b	1940802	6.7%
l	1940802	6.7%
T	1823172	6.3%
1	1823162	6.3%
a	1823162	6.3%
p	1047369	3.6%
Other values (14)	4660339	16.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	13894052	48.2%
Space Separator	5976362	20.7%
Uppercase Letter	2988191	10.4%
Dash Punctuation	2988181	10.4%
Decimal Number	2988181	10.4%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
t	2870531	20.7%
e	1941085	14.0%
b	1940802	14.0%
l	1940802	14.0%
a	1823162	13.1%
p	1047369	7.5%
m	1047086	7.5%
y	1047086	7.5%
o	117923	0.8%
i	117640	0.8%
Other values (2)	566	< 0.1%

Uppercase Letter

Value	Count	Frequency (%)
T	1823172	61.0%
E	1047086	35.0%
M	117640	3.9%
D	283	< 0.1%
V	10	< 0.1%

Decimal Number

Value	Count	Frequency (%)
1	1823162	61.0%
3	1047086	35.0%
4	117640	3.9%
5	283	< 0.1%
2	10	< 0.1%

Space Separator

Value	Count	Frequency (%)
	5976362	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	2988181	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	16882243	58.5%
Common	11952724	41.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
t	2870531	17.0%
e	1941085	11.5%
b	1940802	11.5%
l	1940802	11.5%
T	1823172	10.8%
a	1823162	10.8%
p	1047369	6.2%
E	1047086	6.2%
m	1047086	6.2%
y	1047086	6.2%
Other values (7)	354062	2.1%

Common

Value	Count	Frequency (%)
	5976362	50.0%
-	2988181	25.0%
1	1823162	15.3%
3	1047086	8.8%
4	117640	1.0%
5	283	< 0.1%
2	10	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	28834967	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	5976362	20.7%
-	2988181	10.4%
t	2870531	10.0%
e	1941085	6.7%
b	1940802	6.7%
l	1940802	6.7%
T	1823172	6.3%
1	1823162	6.3%
a	1823162	6.3%
p	1047369	3.6%
Other values (14)	4660339	16.2%

click_os
Categorical

Distinct	8
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	198.8 MiB

17 - Firefox OS	1738138
2 - iOS	788699
20 - Chromecast	369586
12 - tvOS	60096
13 - Chrome OS	23711
Other values (3)	7951

Characters and Unicode

Total characters	38114007
Distinct characters	36
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	20 - Chromecast
2nd row	20 - Chromecast
3rd row	17 - Firefox OS
4th row	17 - Firefox OS
5th row	17 - Firefox OS

Common Values

Value	Count	Frequency (%)
17 - Firefox OS	1738138	58.2%
2 - iOS	788699	26.4%
20 - Chromecast	369586	12.4%
12 - tvOS	60096	2.0%
13 - Chrome OS	23711	0.8%
19 - Brew MP	6384	0.2%
5 - Windows Mobile	1513	0.1%
3 - Android	54	< 0.1%

Category Frequency Plot

Value	Count	Frequency (%)
	2988181	27.8%
os	1761849	16.4%
17	1738138	16.2%
firefox	1738138	16.2%
2	788699	7.3%
ios	788699	7.3%
20	369586	3.4%
chromecast	369586	3.4%
12	60096	0.6%
tvos	60096	0.6%
Other values (10)	71221	0.7%

Most occurring characters

Value	Count	Frequency (%)
	7746108	20.3%
-	2988181	7.8%
O	2610644	6.8%
S	2610644	6.8%
i	2529917	6.6%
e	2139332	5.6%
r	2137873	5.6%
o	2134515	5.6%
1	1828329	4.8%
x	1738138	4.6%
Other values (26)	9650326	25.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	14818667	38.9%
Space Separator	7746108	20.3%
Uppercase Letter	7374955	19.3%
Decimal Number	5186096	13.6%
Dash Punctuation	2988181	7.8%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
i	2529917	17.1%
e	2139332	14.4%
r	2137873	14.4%
o	2134515	14.4%
x	1738138	11.7%
f	1738138	11.7%
t	429682	2.9%
h	393297	2.7%
m	393297	2.7%
s	371099	2.5%
Other values (8)	813379	5.5%

Uppercase Letter

Value	Count	Frequency (%)
O	2610644	35.4%
S	2610644	35.4%
F	1738138	23.6%
C	393297	5.3%
M	7897	0.1%
B	6384	0.1%
P	6384	0.1%
W	1513	< 0.1%
A	54	< 0.1%

Decimal Number

Value	Count	Frequency (%)
1	1828329	35.3%
7	1738138	33.5%
2	1218381	23.5%
0	369586	7.1%
3	23765	0.5%
9	6384	0.1%
5	1513	< 0.1%

Space Separator

Value	Count	Frequency (%)
	7746108	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	2988181	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	22193622	58.2%
Common	15920385	41.8%

Most frequent character per script

Latin

Value	Count	Frequency (%)
O	2610644	11.8%
S	2610644	11.8%
i	2529917	11.4%
e	2139332	9.6%
r	2137873	9.6%
o	2134515	9.6%
x	1738138	7.8%
f	1738138	7.8%
F	1738138	7.8%
t	429682	1.9%
Other values (17)	2386601	10.8%

Common

Value	Count	Frequency (%)
	7746108	48.7%
-	2988181	18.8%
1	1828329	11.5%
7	1738138	10.9%
2	1218381	7.7%
0	369586	2.3%
3	23765	0.1%
9	6384	< 0.1%
5	1513	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	38114007	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	7746108	20.3%
-	2988181	7.8%
O	2610644	6.8%
S	2610644	6.8%
i	2529917	6.6%
e	2139332	5.6%
r	2137873	5.6%
o	2134515	5.6%
1	1828329	4.8%
x	1738138	4.6%
Other values (26)	9650326	25.3%

click_country
Categorical

Distinct	11
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	165.4 MiB

1	2852406
10	61377
11	29999
8	9556
6	7256
Other values (6)	27587

Characters and Unicode

Total characters	3079557
Distinct characters	10
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
1	2852406	95.5%
10	61377	2.1%
11	29999	1.0%
8	9556	0.3%
6	7256	0.2%
9	6746	0.2%
2	6101	0.2%
3	4540	0.2%
5	3498	0.1%
4	3389	0.1%

Value	Count	Frequency (%)
1	2852406	95.5%
10	61377	2.1%
11	29999	1.0%
8	9556	0.3%
6	7256	0.2%
9	6746	0.2%
2	6101	0.2%
3	4540	0.2%
5	3498	0.1%
4	3389	0.1%

Most occurring characters

Value	Count	Frequency (%)
1	2973781	96.6%
0	61377	2.0%
8	9556	0.3%
6	7256	0.2%
9	6746	0.2%
2	6101	0.2%
3	4540	0.1%
5	3498	0.1%
4	3389	0.1%
7	3313	0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	3079557	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	2973781	96.6%
0	61377	2.0%
8	9556	0.3%
6	7256	0.2%
9	6746	0.2%
2	6101	0.2%
3	4540	0.1%
5	3498	0.1%
4	3389	0.1%
7	3313	0.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	3079557	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	2973781	96.6%
0	61377	2.0%
8	9556	0.3%
6	7256	0.2%
9	6746	0.2%
2	6101	0.2%
3	4540	0.1%
5	3498	0.1%
4	3389	0.1%
7	3313	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3079557	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	2973781	96.6%
0	61377	2.0%
8	9556	0.3%
6	7256	0.2%
9	6746	0.2%
2	6101	0.2%
3	4540	0.1%
5	3498	0.1%
4	3389	0.1%
7	3313	0.1%

click_region
Categorical

Distinct	28
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	167.6 MiB

25	804985
21	464230
13	320957
8	179339
16	164884
Other values (23)	1053786

Characters and Unicode

Total characters	5435935
Distinct characters	10
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	20
2nd row	20
3rd row	16
4th row	16
5th row	24

Common Values

Value	Count	Frequency (%)
25	804985	26.9%
21	464230	15.5%
13	320957	10.7%
8	179339	6.0%
16	164884	5.5%
28	135793	4.5%
24	130537	4.4%
20	120884	4.0%
5	96979	3.2%
9	84693	2.8%
Other values (18)	484900	16.2%

Value	Count	Frequency (%)
25	804985	26.9%
21	464230	15.5%
13	320957	10.7%
8	179339	6.0%
16	164884	5.5%
28	135793	4.5%
24	130537	4.4%
20	120884	4.0%
5	96979	3.2%
9	84693	2.8%
Other values (18)	484900	16.2%

Most occurring characters

Value	Count	Frequency (%)
2	1767881	32.5%
1	1247851	23.0%
5	931499	17.1%
8	330215	6.1%
3	324997	6.0%
6	241031	4.4%
4	186510	3.4%
7	144287	2.7%
0	142879	2.6%
9	118785	2.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	5435935	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	1767881	32.5%
1	1247851	23.0%
5	931499	17.1%
8	330215	6.1%
3	324997	6.0%
6	241031	4.4%
4	186510	3.4%
7	144287	2.7%
0	142879	2.6%
9	118785	2.2%

Most occurring scripts

Value	Count	Frequency (%)
Common	5435935	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	1767881	32.5%
1	1247851	23.0%
5	931499	17.1%
8	330215	6.1%
3	324997	6.0%
6	241031	4.4%
4	186510	3.4%
7	144287	2.7%
0	142879	2.6%
9	118785	2.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	5435935	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	1767881	32.5%
1	1247851	23.0%
5	931499	17.1%
8	330215	6.1%
3	324997	6.0%
6	241031	4.4%
4	186510	3.4%
7	144287	2.7%
0	142879	2.6%
9	118785	2.2%

click_referrer_type
Categorical

Distinct	7
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	165.3 MiB

2	1602601
1	1194321
5	80766
7	69798
6	20455
Other values (2)	20240

Characters and Unicode

Total characters	2988181
Distinct characters	7
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
2	1602601	53.6%
1	1194321	40.0%
5	80766	2.7%
7	69798	2.3%
6	20455	0.7%
4	19820	0.7%
3	420	< 0.1%

Category Frequency Plot

Value	Count	Frequency (%)
2	1602601	53.6%
1	1194321	40.0%
5	80766	2.7%
7	69798	2.3%
6	20455	0.7%
4	19820	0.7%
3	420	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
2	1602601	53.6%
1	1194321	40.0%
5	80766	2.7%
7	69798	2.3%
6	20455	0.7%
4	19820	0.7%
3	420	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	2988181	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	1602601	53.6%
1	1194321	40.0%
5	80766	2.7%
7	69798	2.3%
6	20455	0.7%
4	19820	0.7%
3	420	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	2988181	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	1602601	53.6%
1	1194321	40.0%
5	80766	2.7%
7	69798	2.3%
6	20455	0.7%
4	19820	0.7%
3	420	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2988181	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	1602601	53.6%
1	1194321	40.0%
5	80766	2.7%
7	69798	2.3%
6	20455	0.7%
4	19820	0.7%
3	420	< 0.1%

Overview

Variables

Common Values

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Category Frequency Plot

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Decimal Number

Space Separator

Dash Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Category Frequency Plot

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Decimal Number

Space Separator

Dash Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Category Frequency Plot

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Decimal Number

Space Separator

Dash Punctuation

Most occurring scripts