# Overview

Dataset statistics

Number of variables | 20
Number of observations | 10000
Missing cells | 9300
Missing cells (%) | 4.7%
Duplicate rows | 0
Duplicate rows (%) | 0.0%
Total size in memory | 11.9 MiB
Average record size in memory | 1.2 KiB

Variable types

Text | 3
DateTime | 2
Numeric | 4
Categorical | 11

Alerts

`gpu_model` has 6673 (66.7%) missing values | Missing
`ping_ms` has 189 (1.9%) missing values | Missing
`purchase_amount` has 105 (1.1%) missing values | Missing
`build_version` has 1654 (16.5%) missing values | Missing
`device_temp_c` has 492 (4.9%) missing values | Missing
`session_id` has unique values | Unique

Reproduction

Analysis started | 2026-02-22 11:34:01.883012
Analysis finished | 2026-02-22 11:39:15.418269
Duration | 5 minutes and 13.54 seconds
Software version | ydata-profiling vv4.18.1
Download configuration | config.json

# Variables

session_id
Text

Unique

Distinct | 10000
Distinct (%) | 100.0%
Missing | 0
Missing (%) | 0.0%
Memory size | 722.8 KiB

Length

Max length | 17
Median length | 17
Mean length | 17
Min length | 17

Characters and Unicode

Total characters | 170000
Distinct characters | 18
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 | 10000 ?
Unique (%) | 100.0%

Sample

1st row | sess_c2fba8e7f37a
2nd row | sess_33d286298cf9
3rd row | sess_be2bb4d8986a
4th row | sess_7f425ca9a0e2
5th row | sess_5657e28b22ec

Value | Count | Frequency (%)
sess_c2fba8e7f37a | 1 | < 0.1%
sess_7d5f8aacf7c5 | 1 | < 0.1%
sess_bef87c42ebb0 | 1 | < 0.1%
sess_be2bb4d8986a | 1 | < 0.1%
sess_7f425ca9a0e2 | 1 | < 0.1%
sess_5657e28b22ec | 1 | < 0.1%
sess_acfe53608741 | 1 | < 0.1%
sess_7280a636f151 | 1 | < 0.1%
sess_b19692530759 | 1 | < 0.1%
sess_c5f638242895 | 1 | < 0.1%
Other values (9990) | 9990 | 99.9%

#### Most occurring characters

Value | Count | Frequency (%)
s | 30000 | 17.6%
e | 17570 | 10.3%
_ | 10000 | 5.9%
4 | 7630 | 4.5%
5 | 7603 | 4.5%
8 | 7591 | 4.5%
7 | 7568 | 4.5%
0 | 7542 | 4.4%
d | 7531 | 4.4%
2 | 7518 | 4.4%
Other values (8) | 59447 | 35.0%

#### Most occurring categories

Value | Count | Frequency (%)
(unknown) | 170000 | 100.0%

#### Most frequent character per category

##### (unknown)

Value | Count | Frequency (%)
s | 30000 | 17.6%
e | 17570 | 10.3%
_ | 10000 | 5.9%
4 | 7630 | 4.5%
5 | 7603 | 4.5%
8 | 7591 | 4.5%
7 | 7568 | 4.5%
0 | 7542 | 4.4%
d | 7531 | 4.4%
2 | 7518 | 4.4%
Other values (8) | 59447 | 35.0%

#### Most occurring scripts

Value | Count | Frequency (%)
(unknown) | 170000 | 100.0%

#### Most frequent character per script

##### (unknown)

Value | Count | Frequency (%)
s | 30000 | 17.6%
e | 17570 | 10.3%
_ | 10000 | 5.9%
4 | 7630 | 4.5%
5 | 7603 | 4.5%
8 | 7591 | 4.5%
7 | 7568 | 4.5%
0 | 7542 | 4.4%
d | 7531 | 4.4%
2 | 7518 | 4.4%
Other values (8) | 59447 | 35.0%

#### Most occurring blocks

Value | Count | Frequency (%)
(unknown) | 170000 | 100.0%

#### Most frequent character per block

##### (unknown)

Value | Count | Frequency (%)
s | 30000 | 17.6%
e | 17570 | 10.3%
_ | 10000 | 5.9%
4 | 7630 | 4.5%
5 | 7603 | 4.5%
8 | 7591 | 4.5%
7 | 7568 | 4.5%
0 | 7542 | 4.4%
d | 7531 | 4.4%
2 | 7518 | 4.4%
Other values (8) | 59447 | 35.0%

user_id
Text

Distinct | 2449
Distinct (%) | 24.5%
Missing | 0
Missing (%) | 0.0%
Memory size | 640.4 KiB

Length

Max length | 9
Median length | 9
Mean length | 8.5601
Min length | 6

Characters and Unicode

Total characters | 85601
Distinct characters | 15
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 | 160 ?
Unique (%) | 1.6%

Sample

1st row | user_488
2nd row | user_1511
3rd row | user_830
4th row | user_1
5th row | user_211

Value | Count | Frequency (%)
user_1340 | 14 | 0.1%
user_225 | 13 | 0.1%
user_1973 | 13 | 0.1%
user_1700 | 11 | 0.1%
user_63 | 11 | 0.1%
user_1743 | 11 | 0.1%
user_1889 | 11 | 0.1%
user_1319 | 11 | 0.1%
user_2406 | 10 | 0.1%
user_1647 | 10 | 0.1%
Other values (2439) | 9885 | 98.9%

#### Most occurring characters

Value | Count | Frequency (%)
u | 10000 | 11.7%
s | 10000 | 11.7%
e | 10000 | 11.7%
r | 10000 | 11.7%
_ | 10000 | 11.7%
1 | 7229 | 8.4%
2 | 5161 | 6.0%
4 | 3206 | 3.7%
3 | 3191 | 3.7%
8 | 2824 | 3.3%
Other values (5) | 13990 | 16.3%

#### Most occurring categories

Value | Count | Frequency (%)
(unknown) | 85601 | 100.0%

#### Most frequent character per category

##### (unknown)

Value | Count | Frequency (%)
u | 10000 | 11.7%
s | 10000 | 11.7%
e | 10000 | 11.7%
r | 10000 | 11.7%
_ | 10000 | 11.7%
1 | 7229 | 8.4%
2 | 5161 | 6.0%
4 | 3206 | 3.7%
3 | 3191 | 3.7%
8 | 2824 | 3.3%
Other values (5) | 13990 | 16.3%

#### Most occurring scripts

Value | Count | Frequency (%)
(unknown) | 85601 | 100.0%

#### Most frequent character per script

##### (unknown)

Value | Count | Frequency (%)
u | 10000 | 11.7%
s | 10000 | 11.7%
e | 10000 | 11.7%
r | 10000 | 11.7%
_ | 10000 | 11.7%
1 | 7229 | 8.4%
2 | 5161 | 6.0%
4 | 3206 | 3.7%
3 | 3191 | 3.7%
8 | 2824 | 3.3%
Other values (5) | 13990 | 16.3%

#### Most occurring blocks

Value | Count | Frequency (%)
(unknown) | 85601 | 100.0%

#### Most frequent character per block

##### (unknown)

Value | Count | Frequency (%)
u | 10000 | 11.7%
s | 10000 | 11.7%
e | 10000 | 11.7%
r | 10000 | 11.7%
_ | 10000 | 11.7%
1 | 7229 | 8.4%
2 | 5161 | 6.0%
4 | 3206 | 3.7%
3 | 3191 | 3.7%
8 | 2824 | 3.3%
Other values (5) | 13990 | 16.3%

start_time
Date

Distinct | 9948
Distinct (%) | 99.5%
Missing | 0
Missing (%) | 0.0%
Memory size | 547.0 KiB

Minimum | 2025-06-13 23:21:08+00:00
Maximum | 2025-07-18 18:32:00+00:00
Invalid dates | 9998
Invalid dates (%) | > 99.9%

Histogram with fixed size bins (bins=2)

end_time
Date

Distinct | 9852
Distinct (%) | 99.4%
Missing | 89
Missing (%) | 0.9%
Memory size | 544.9 KiB

Minimum | 2025-07-18 20:03:21-05:00
Maximum | 2025-07-18 20:03:21-05:00
Invalid dates | 9910
Invalid dates (%) | 99.1%

Histogram with fixed size bins (bins=1)

session_length_s
Real number (ℝ)

Distinct | 5428
Distinct (%) | 54.8%
Missing | 98
Missing (%) | 1.0%
Infinite | 0
Infinite (%) | 0.0%
Mean | 5616.2443

Minimum | -16000
Maximum | 704200
Zeros | 0
Zeros (%) | 0.0%
Negative | 139
Negative (%) | 1.4%
Memory size | 78.3 KiB

Quantile statistics

Minimum | -16000
5-th percentile | 87.05
Q1 | 1634.25
median | 3512
Q3 | 5387.5
95-th percentile | 6860.95
Maximum | 704200
Range | 720200
Interquartile range (IQR) | 3753.25

Descriptive statistics

Standard deviation | 33635.442
Coefficient of variation (CV) | 5.9889564
Kurtosis | 288.09018
Mean | 5616.2443
Median Absolute Deviation (MAD) | 1877
Skewness | 16.635454
Sum | 55612051
Variance | 1.131343 × 109
Monotonicity | Not monotonic

Histogram with fixed size bins (bins=50)

Value | Count | Frequency (%)
92 | 11 | 0.1%
60 | 11 | 0.1%
94 | 8 | 0.1%
15 | 8 | 0.1%
54 | 8 | 0.1%
114 | 8 | 0.1%
118 | 8 | 0.1%
100 | 8 | 0.1%
70 | 7 | 0.1%
93 | 7 | 0.1%
Other values (5418) | 9818 | 98.2%
(Missing) | 98 | 1.0%

Value | Count | Frequency (%)
-16000 | 1 | < 0.1%
-7145 | 1 | < 0.1%
-6803 | 1 | < 0.1%
-6777 | 1 | < 0.1%
-6743 | 1 | < 0.1%
-6572 | 1 | < 0.1%
-6518 | 1 | < 0.1%
-6304 | 1 | < 0.1%
-6155 | 1 | < 0.1%
-6073 | 1 | < 0.1%

Value | Count | Frequency (%)
704200 | 1 | < 0.1%
696500 | 1 | < 0.1%
691100 | 1 | < 0.1%
677700 | 1 | < 0.1%
676900 | 1 | < 0.1%
672700 | 1 | < 0.1%
667700 | 1 | < 0.1%
664900 | 1 | < 0.1%
650200 | 1 | < 0.1%
623400 | 1 | < 0.1%

region
Categorical

Distinct | 32
Distinct (%) | 0.3%
Missing | 0
Missing (%) | 0.0%
Memory size | 615.0 KiB

EU | 1207
sa-east-1 | 1193
APAC | 1161
us-east | 1160
Us-West | 803
Other values (27) | 4476

Length

Max length | 11
Median length | 9
Mean length | 5.9674
Min length | 2

Characters and Unicode

Total characters | 59674
Distinct characters | 19
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 | us-west
2nd row | Us-east
3rd row | sa-east-1
4th row | sa-east-1
5th row | US-EAST

#### Common Values

Value | Count | Frequency (%)
EU | 1207 | 12.1%
sa-east-1 | 1193 | 11.9%
APAC | 1161 | 11.6%
us-east | 1160 | 11.6%
Us-West | 803 | 8.0%
us-west | 404 | 4.0%
apac | 375 | 3.8%
eu | 373 | 3.7%
US-EAST | 336 | 3.4%
SA-EAST-1 | 335 | 3.4%
Other values (22) | 2653 | 26.5%

#### Length

Histogram of lengths of the category

Value | Count | Frequency (%)
eu | 2047 | 20.5%
apac | 2003 | 20.0%
us-west | 1999 | 20.0%
sa-east-1 | 1987 | 19.9%
us-east | 1964 | 19.6%

#### Most occurring characters

Value | Count | Frequency (%)
s | 9377 | 15.7%
- | 7937 | 13.3%
a | 5954 | 10.0%
e | 5252 | 8.8%
t | 4843 | 8.1%
A | 3990 | 6.7%
U | 3578 | 6.0%
E | 2745 | 4.6%
S | 2523 | 4.2%
u | 2432 | 4.1%
Other values (9) | 11043 | 18.5%

#### Most occurring categories

Value | Count | Frequency (%)
(unknown) | 59674 | 100.0%

#### Most frequent character per category

##### (unknown)

Value | Count | Frequency (%)
s | 9377 | 15.7%
- | 7937 | 13.3%
a | 5954 | 10.0%
e | 5252 | 8.8%
t | 4843 | 8.1%
A | 3990 | 6.7%
U | 3578 | 6.0%
E | 2745 | 4.6%
S | 2523 | 4.2%
u | 2432 | 4.1%
Other values (9) | 11043 | 18.5%

#### Most occurring scripts

Value | Count | Frequency (%)
(unknown) | 59674 | 100.0%

#### Most frequent character per script

##### (unknown)

Value | Count | Frequency (%)
s | 9377 | 15.7%
- | 7937 | 13.3%
a | 5954 | 10.0%
e | 5252 | 8.8%
t | 4843 | 8.1%
A | 3990 | 6.7%
U | 3578 | 6.0%
E | 2745 | 4.6%
S | 2523 | 4.2%
u | 2432 | 4.1%
Other values (9) | 11043 | 18.5%

#### Most occurring blocks

Value | Count | Frequency (%)
(unknown) | 59674 | 100.0%

#### Most frequent character per block

##### (unknown)

Value | Count | Frequency (%)
s | 9377 | 15.7%
- | 7937 | 13.3%
a | 5954 | 10.0%
e | 5252 | 8.8%
t | 4843 | 8.1%
A | 3990 | 6.7%
U | 3578 | 6.0%
E | 2745 | 4.6%
S | 2523 | 4.2%
u | 2432 | 4.1%
Other values (9) | 11043 | 18.5%

platform
Categorical

Distinct | 32
Distinct (%) | 0.3%
Missing | 0
Missing (%) | 0.0%
Memory size | 609.4 KiB

PC | 1294
pc | 1293
Switch | 922
Mobile | 905
Xbox | 880
Other values (27) | 4706

Length

Max length | 13
Median length | 11
Mean length | 5.3908
Min length | 2

Characters and Unicode

Total characters | 53908
Distinct characters | 33
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 | pc
2nd row | PlayStation
3rd row | PlayStation
4th row | PlayStation
5th row | switch

#### Common Values

Value | Count | Frequency (%)
PC | 1294 | 12.9%
pc | 1293 | 12.9%
Switch | 922 | 9.2%
Mobile | 905 | 9.0%
Xbox | 880 | 8.8%
PlayStation | 730 | 7.3%
Pc | 426 | 4.3%
PLAYSTATION | 307 | 3.1%
xbox | 305 | 3.0%
SWITCH | 303 | 3.0%
Other values (22) | 2635 | 26.4%

#### Length

Histogram of lengths of the category

Value | Count | Frequency (%)
pc | 3327 | 33.3%
playstation | 1720 | 17.2%
switch | 1668 | 16.7%
xbox | 1655 | 16.6%
mobile | 1630 | 16.3%

#### Most occurring characters

Value | Count | Frequency (%)
t | 4086 | 7.6%
i | 4009 | 7.4%
o | 3996 | 7.4%
P | 3293 | 6.1%
c | 3243 | 6.0%
a | 2752 | 5.1%
l | 2675 | 5.0%
b | 2620 | 4.9%
S | 2496 | 4.6%
| 1926 | 3.6%
Other values (23) | 22812 | 42.3%

#### Most occurring categories

Value | Count | Frequency (%)
(unknown) | 53908 | 100.0%

#### Most frequent character per category

##### (unknown)

Value | Count | Frequency (%)
t | 4086 | 7.6%
i | 4009 | 7.4%
o | 3996 | 7.4%
P | 3293 | 6.1%
c | 3243 | 6.0%
a | 2752 | 5.1%
l | 2675 | 5.0%
b | 2620 | 4.9%
S | 2496 | 4.6%
| 1926 | 3.6%
Other values (23) | 22812 | 42.3%

#### Most occurring scripts

Value | Count | Frequency (%)
(unknown) | 53908 | 100.0%

#### Most frequent character per script

##### (unknown)

Value | Count | Frequency (%)
t | 4086 | 7.6%
i | 4009 | 7.4%
o | 3996 | 7.4%
P | 3293 | 6.1%
c | 3243 | 6.0%
a | 2752 | 5.1%
l | 2675 | 5.0%
b | 2620 | 4.9%
S | 2496 | 4.6%
| 1926 | 3.6%
Other values (23) | 22812 | 42.3%

#### Most occurring blocks

Value | Count | Frequency (%)
(unknown) | 53908 | 100.0%

#### Most frequent character per block

##### (unknown)

Value | Count | Frequency (%)
t | 4086 | 7.6%
i | 4009 | 7.4%
o | 3996 | 7.4%
P | 3293 | 6.1%
c | 3243 | 6.0%
a | 2752 | 5.1%
l | 2675 | 5.0%
b | 2620 | 4.9%
S | 2496 | 4.6%
| 1926 | 3.6%
Other values (23) | 22812 | 42.3%

gpu_model
Categorical

Missing

Distinct | 6
Distinct (%) | 0.2%
Missing | 6673
Missing (%) | 66.7%
Memory size | 632.9 KiB

GeForce RTX-3060 | 581
GTX1080 | 568
RTX-4090 | 558
RTX 3060 | 556
Intel Iris | 541

Length

Max length | 16
Median length | 10
Mean length | 9.3943493
Min length | 7

Characters and Unicode

Total characters | 31255
Distinct characters | 24
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 | GTX1080
2nd row | RTX 3060
3rd row | RTX 3060
4th row | GTX1080
5th row | GTX1080

#### Common Values

Value | Count | Frequency (%)
GeForce RTX-3060 | 581 | 5.8%
GTX1080 | 568 | 5.7%
RTX-4090 | 558 | 5.6%
RTX 3060 | 556 | 5.6%
Intel Iris | 541 | 5.4%
RX 6600 | 523 | 5.2%
(Missing) | 6673 | 66.7%

#### Length

Histogram of lengths of the category

#### Common Values (Plot)

Value | Count | Frequency (%)
geforce | 581 | 10.5%
rtx-3060 | 581 | 10.5%
gtx1080 | 568 | 10.3%
rtx-4090 | 558 | 10.1%
rtx | 556 | 10.1%
3060 | 556 | 10.1%
intel | 541 | 9.8%
iris | 541 | 9.8%
rx | 523 | 9.5%
6600 | 523 | 9.5%

#### Most occurring characters

Value | Count | Frequency (%)
0 | 5572 | 17.8%
X | 2786 | 8.9%
T | 2263 | 7.2%
R | 2218 | 7.1%
| 2201 | 7.0%
6 | 2183 | 7.0%
e | 1703 | 5.4%
G | 1149 | 3.7%
- | 1139 | 3.6%
3 | 1137 | 3.6%
Other values (14) | 8904 | 28.5%

#### Most occurring categories

Value | Count | Frequency (%)
(unknown) | 31255 | 100.0%

#### Most frequent character per category

##### (unknown)

Value | Count | Frequency (%)
0 | 5572 | 17.8%
X | 2786 | 8.9%
T | 2263 | 7.2%
R | 2218 | 7.1%
| 2201 | 7.0%
6 | 2183 | 7.0%
e | 1703 | 5.4%
G | 1149 | 3.7%
- | 1139 | 3.6%
3 | 1137 | 3.6%
Other values (14) | 8904 | 28.5%

#### Most occurring scripts

Value | Count | Frequency (%)
(unknown) | 31255 | 100.0%

#### Most frequent character per script

##### (unknown)

Value | Count | Frequency (%)
0 | 5572 | 17.8%
X | 2786 | 8.9%
T | 2263 | 7.2%
R | 2218 | 7.1%
| 2201 | 7.0%
6 | 2183 | 7.0%
e | 1703 | 5.4%
G | 1149 | 3.7%
- | 1139 | 3.6%
3 | 1137 | 3.6%
Other values (14) | 8904 | 28.5%

#### Most occurring blocks

Value | Count | Frequency (%)
(unknown) | 31255 | 100.0%

#### Most frequent character per block

##### (unknown)

Value | Count | Frequency (%)
0 | 5572 | 17.8%
X | 2786 | 8.9%
T | 2263 | 7.2%
R | 2218 | 7.1%
| 2201 | 7.0%
6 | 2183 | 7.0%
e | 1703 | 5.4%
G | 1149 | 3.7%
- | 1139 | 3.6%
3 | 1137 | 3.6%
Other values (14) | 8904 | 28.5%

avg_fps
Real number (ℝ)

Distinct | 5848
Distinct (%) | 58.5%
Missing | 0
Missing (%) | 0.0%
Infinite | 0
Infinite (%) | 0.0%
Mean | 93.039898

Minimum | 5
Maximum | 10000
Zeros | 0
Zeros (%) | 0.0%
Negative | 0
Negative (%) | 0.0%
Memory size | 78.3 KiB

Quantile statistics

Minimum | 5
5-th percentile | 31.7195
Q1 | 50.54
median | 64.57
Q3 | 81.7125
95-th percentile | 105.18
Maximum | 10000
Range | 9995
Interquartile range (IQR) | 31.1725

Descriptive statistics

Standard deviation | 515.97692
Coefficient of variation (CV) | 5.5457597
Kurtosis | 364.20394
Mean | 93.039898
Median Absolute Deviation (MAD) | 15.43
Skewness | 19.116797
Sum | 930398.98
Variance | 266232.18
Monotonicity | Not monotonic

Histogram with fixed size bins (bins=50)

Value | Count | Frequency (%)
10000 | 27 | 0.3%
5 | 8 | 0.1%
81.99 | 7 | 0.1%
54.78 | 7 | 0.1%
61.53 | 7 | 0.1%
49.58 | 7 | 0.1%
46.95 | 7 | 0.1%
68.28 | 7 | 0.1%
60.33 | 7 | 0.1%
43.31 | 7 | 0.1%
Other values (5838) | 9909 | 99.1%

Value | Count | Frequency (%)
5 | 8 | 0.1%
6.03 | 1 | < 0.1%
6.57 | 1 | < 0.1%
7.4 | 1 | < 0.1%
7.49 | 1 | < 0.1%
7.53 | 1 | < 0.1%
7.91 | 1 | < 0.1%
8.02 | 1 | < 0.1%
8.42 | 1 | < 0.1%
8.5 | 1 | < 0.1%

Value | Count | Frequency (%)
10000 | 27 | 0.3%
136.16 | 1 | < 0.1%
133.36 | 1 | < 0.1%
133.06 | 1 | < 0.1%
132.98 | 1 | < 0.1%
131.96 | 1 | < 0.1%
130.76 | 1 | < 0.1%
130.62 | 1 | < 0.1%
130.43 | 1 | < 0.1%
129.94 | 1 | < 0.1%

ping_ms
Real number (ℝ)

Missing

Distinct | 6411
Distinct (%) | 65.3%
Missing | 189
Missing (%) | 1.9%
Infinite | 0
Infinite (%) | 0.0%
Mean | 54.824352

Minimum | 0
Maximum | 627.05
Zeros | 1
Zeros (%) | < 0.1%
Negative | 0
Negative (%) | 0.0%
Memory size | 78.3 KiB

Quantile statistics

Minimum | 0
5-th percentile | 7.395
Q1 | 30.135
median | 50.27
Q3 | 70.885
95-th percentile | 103.1
Maximum | 627.05
Range | 627.05
Interquartile range (IQR) | 40.75

Descriptive statistics

Standard deviation | 46.701765
Coefficient of variation (CV) | 0.85184345
Kurtosis | 45.603069
Mean | 54.824352
Median Absolute Deviation (MAD) | 20.32
Skewness | 5.4014407
Sum | 537881.72
Variance | 2181.0549
Monotonicity | Not monotonic

Histogram with fixed size bins (bins=50)

Value | Count | Frequency (%)
29.95 | 7 | 0.1%
34.99 | 6 | 0.1%
30.39 | 6 | 0.1%
48.86 | 6 | 0.1%
36.8 | 6 | 0.1%
23.68 | 6 | 0.1%
29.98 | 5 | 0.1%
54.69 | 5 | 0.1%
48.44 | 5 | 0.1%
58.79 | 5 | 0.1%
Other values (6401) | 9754 | 97.5%
(Missing) | 189 | 1.9%

Value | Count | Frequency (%)
0 | 1 | < 0.1%
0.02 | 1 | < 0.1%
0.03 | 2 | < 0.1%
0.04 | 2 | < 0.1%
0.07 | 3 | < 0.1%
0.11 | 1 | < 0.1%
0.13 | 1 | < 0.1%
0.15 | 2 | < 0.1%
0.16 | 1 | < 0.1%
0.17 | 1 | < 0.1%

Value | Count | Frequency (%)
627.05 | 1 | < 0.1%
592.66 | 1 | < 0.1%
589.67 | 1 | < 0.1%
588.81 | 1 | < 0.1%
556.28 | 1 | < 0.1%
549.14 | 1 | < 0.1%
543.74 | 1 | < 0.1%
542.89 | 1 | < 0.1%
542.05 | 1 | < 0.1%
540.23 | 1 | < 0.1%

map_name
Categorical

Distinct | 36
Distinct (%) | 0.4%
Missing | 0
Missing (%) | 0.0%
Memory size | 615.6 KiB

ocean | 1019
desert | 984
cave | 951
CITY-XL | 951
Forest | 907
Other values (31) | 5188

Length

Max length | 9
Median length | 8
Mean length | 6.0215
Min length | 4

Characters and Unicode

Total characters | 60215
Distinct characters | 33
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 | ocean
2nd row | desert
3rd row | Forest
4th row | Desert
5th row | Desert

#### Common Values

Value | Count | Frequency (%)
ocean | 1019 | 10.2%
desert | 984 | 9.8%
cave | 951 | 9.5%
CITY-XL | 951 | 9.5%
Forest | 907 | 9.1%
Arena-1 | 871 | 8.7%
FOREST | 315 | 3.1%
OCEAN | 312 | 3.1%
arena-1 | 308 | 3.1%
forest | 303 | 3.0%
Other values (26) | 3079 | 30.8%

#### Length

Histogram of lengths of the category

Value | Count | Frequency (%)
ocean | 1725 | 17.2%
desert | 1695 | 17.0%
forest | 1694 | 16.9%
city-xl | 1634 | 16.3%
cave | 1632 | 16.3%
arena-1 | 1620 | 16.2%

#### Most occurring characters

Value | Count | Frequency (%)
e | 8029 | 13.3%
a | 4313 | 7.2%
r | 4001 | 6.6%
t | 3264 | 5.4%
- | 3254 | 5.4%
c | 2730 | 4.5%
s | 2705 | 4.5%
n | 2672 | 4.4%
o | 2466 | 4.1%
A | 2284 | 3.8%
Other values (23) | 24497 | 40.7%

#### Most occurring categories

Value | Count | Frequency (%)
(unknown) | 60215 | 100.0%

#### Most frequent character per category

##### (unknown)

Value | Count | Frequency (%)
e | 8029 | 13.3%
a | 4313 | 7.2%
r | 4001 | 6.6%
t | 3264 | 5.4%
- | 3254 | 5.4%
c | 2730 | 4.5%
s | 2705 | 4.5%
n | 2672 | 4.4%
o | 2466 | 4.1%
A | 2284 | 3.8%
Other values (23) | 24497 | 40.7%

#### Most occurring scripts

Value | Count | Frequency (%)
(unknown) | 60215 | 100.0%

#### Most frequent character per script

##### (unknown)

Value | Count | Frequency (%)
e | 8029 | 13.3%
a | 4313 | 7.2%
r | 4001 | 6.6%
t | 3264 | 5.4%
- | 3254 | 5.4%
c | 2730 | 4.5%
s | 2705 | 4.5%
n | 2672 | 4.4%
o | 2466 | 4.1%
A | 2284 | 3.8%
Other values (23) | 24497 | 40.7%

#### Most occurring blocks

Value | Count | Frequency (%)
(unknown) | 60215 | 100.0%

#### Most frequent character per block

##### (unknown)

Value | Count | Frequency (%)
e | 8029 | 13.3%
a | 4313 | 7.2%
r | 4001 | 6.6%
t | 3264 | 5.4%
- | 3254 | 5.4%
c | 2730 | 4.5%
s | 2705 | 4.5%
n | 2672 | 4.4%
o | 2466 | 4.1%
A | 2284 | 3.8%
Other values (23) | 24497 | 40.7%

crash_flag
Categorical

Distinct | 8
Distinct (%) | 0.1%
Missing | 0
Missing (%) | 0.0%
Memory size | 588.3 KiB

False | 2398
No | 2309
0 | 2297
false | 2178
Yes | 224
Other values (3) | 594

Length

Max length | 5
Median length | 4
Mean length | 3.2252
Min length | 1

Characters and Unicode

Total characters | 32252
Distinct characters | 15
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 | Yes
2nd row | No
3rd row | False
4th row | No
5th row | False

#### Common Values

Value | Count | Frequency (%)
False | 2398 | 24.0%
No | 2309 | 23.1%
0 | 2297 | 23.0%
false | 2178 | 21.8%
Yes | 224 | 2.2%
True | 205 | 2.1%
1 | 197 | 2.0%
true | 192 | 1.9%

#### Length

Histogram of lengths of the category

#### Common Values (Plot)

Value | Count | Frequency (%)
false | 4576 | 45.8%
no | 2309 | 23.1%
0 | 2297 | 23.0%
true | 397 | 4.0%
yes | 224 | 2.2%
1 | 197 | 2.0%

#### Most occurring characters

Value | Count | Frequency (%)
e | 5197 | 16.1%
s | 4800 | 14.9%
a | 4576 | 14.2%
l | 4576 | 14.2%
F | 2398 | 7.4%
N | 2309 | 7.2%
o | 2309 | 7.2%
0 | 2297 | 7.1%
f | 2178 | 6.8%
r | 397 | 1.2%
Other values (5) | 1215 | 3.8%

#### Most occurring categories

Value | Count | Frequency (%)
(unknown) | 32252 | 100.0%

#### Most frequent character per category

##### (unknown)

Value | Count | Frequency (%)
e | 5197 | 16.1%
s | 4800 | 14.9%
a | 4576 | 14.2%
l | 4576 | 14.2%
F | 2398 | 7.4%
N | 2309 | 7.2%
o | 2309 | 7.2%
0 | 2297 | 7.1%
f | 2178 | 6.8%
r | 397 | 1.2%
Other values (5) | 1215 | 3.8%

#### Most occurring scripts

Value | Count | Frequency (%)
(unknown) | 32252 | 100.0%

#### Most frequent character per script

##### (unknown)

Value | Count | Frequency (%)
e | 5197 | 16.1%
s | 4800 | 14.9%
a | 4576 | 14.2%
l | 4576 | 14.2%
F | 2398 | 7.4%
N | 2309 | 7.2%
o | 2309 | 7.2%
0 | 2297 | 7.1%
f | 2178 | 6.8%
r | 397 | 1.2%
Other values (5) | 1215 | 3.8%

#### Most occurring blocks

Value | Count | Frequency (%)
(unknown) | 32252 | 100.0%

#### Most frequent character per block

##### (unknown)

Value | Count | Frequency (%)
e | 5197 | 16.1%
s | 4800 | 14.9%
a | 4576 | 14.2%
l | 4576 | 14.2%
F | 2398 | 7.4%
N | 2309 | 7.2%
o | 2309 | 7.2%
0 | 2297 | 7.1%
f | 2178 | 6.8%
r | 397 | 1.2%
Other values (5) | 1215 | 3.8%

purchase_amount
Text

Missing

Distinct | 1725
Distinct (%) | 17.4%
Missing | 105
Missing (%) | 1.1%
Memory size | 587.4 KiB

Length

Max length | 6
Median length | 3
Mean length | 3.4385043
Min length | 3

Characters and Unicode

Total characters | 34024
Distinct characters | 13
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 | 1089 ?
Unique (%) | 11.0%

Sample

1st row | 0,00
2nd row | 0.0
3rd row | 0.0
4th row | 17.55
5th row | 0.0

Value | Count | Frequency (%)
0.0 | 6211 | 62.8%
0,00 | 851 | 8.6%
2.42 | 9 | 0.1%
0.44 | 7 | 0.1%
0.73 | 7 | 0.1%
4.09 | 7 | 0.1%
0.96 | 7 | 0.1%
7.29 | 7 | 0.1%
6.06 | 7 | 0.1%
7.41 | 7 | 0.1%
Other values (1641) | 2775 | 28.0%

#### Most occurring characters

Value | Count | Frequency (%)
0 | 15777 | 46.4%
. | 8696 | 25.6%
1 | 1549 | 4.6%
, | 1199 | 3.5%
2 | 1117 | 3.3%
3 | 916 | 2.7%
4 | 875 | 2.6%
5 | 827 | 2.4%
7 | 776 | 2.3%
6 | 746 | 2.2%
Other values (3) | 1546 | 4.5%

#### Most occurring categories

Value | Count | Frequency (%)
(unknown) | 34024 | 100.0%

#### Most frequent character per category

##### (unknown)

Value | Count | Frequency (%)
0 | 15777 | 46.4%
. | 8696 | 25.6%
1 | 1549 | 4.6%
, | 1199 | 3.5%
2 | 1117 | 3.3%
3 | 916 | 2.7%
4 | 875 | 2.6%
5 | 827 | 2.4%
7 | 776 | 2.3%
6 | 746 | 2.2%
Other values (3) | 1546 | 4.5%

#### Most occurring scripts

Value | Count | Frequency (%)
(unknown) | 34024 | 100.0%

#### Most frequent character per script

##### (unknown)

Value | Count | Frequency (%)
0 | 15777 | 46.4%
. | 8696 | 25.6%
1 | 1549 | 4.6%
, | 1199 | 3.5%
2 | 1117 | 3.3%
3 | 916 | 2.7%
4 | 875 | 2.6%
5 | 827 | 2.4%
7 | 776 | 2.3%
6 | 746 | 2.2%
Other values (3) | 1546 | 4.5%

#### Most occurring blocks

Value | Count | Frequency (%)
(unknown) | 34024 | 100.0%

#### Most frequent character per block

##### (unknown)

Value | Count | Frequency (%)
0 | 15777 | 46.4%
. | 8696 | 25.6%
1 | 1549 | 4.6%
, | 1199 | 3.5%
2 | 1117 | 3.3%
3 | 916 | 2.7%
4 | 875 | 2.6%
5 | 827 | 2.4%
7 | 776 | 2.3%
6 | 746 | 2.2%
Other values (3) | 1546 | 4.5%

party_size
Categorical

Distinct | 7
Distinct (%) | 0.1%
Missing | 0
Missing (%) | 0.0%
Memory size | 566.5 KiB

1 | 3949
2 | 2448
3 | 1609
4 | 1023
5 | 569
Other values (2) | 402

Length

Max length | 1
Median length | 1
Mean length | 1
Min length | 1

Characters and Unicode

Total characters | 10000
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 | 3
3rd row | 5
4th row | 1
5th row | 2

#### Common Values

Value | Count | Frequency (%)
1 | 3949 | 39.5%
2 | 2448 | 24.5%
3 | 1609 | 16.1%
4 | 1023 | 10.2%
5 | 569 | 5.7%
0 | 213 | 2.1%
9 | 189 | 1.9%

#### Length

Histogram of lengths of the category

#### Common Values (Plot)

Value | Count | Frequency (%)
1 | 3949 | 39.5%
2 | 2448 | 24.5%
3 | 1609 | 16.1%
4 | 1023 | 10.2%
5 | 569 | 5.7%
0 | 213 | 2.1%
9 | 189 | 1.9%

#### Most occurring characters

Value | Count | Frequency (%)
1 | 3949 | 39.5%
2 | 2448 | 24.5%
3 | 1609 | 16.1%
4 | 1023 | 10.2%
5 | 569 | 5.7%
0 | 213 | 2.1%
9 | 189 | 1.9%

#### Most occurring categories

Value | Count | Frequency (%)
(unknown) | 10000 | 100.0%

#### Most frequent character per category

##### (unknown)

Value | Count | Frequency (%)
1 | 3949 | 39.5%
2 | 2448 | 24.5%
3 | 1609 | 16.1%
4 | 1023 | 10.2%
5 | 569 | 5.7%
0 | 213 | 2.1%
9 | 189 | 1.9%

#### Most occurring scripts

Value | Count | Frequency (%)
(unknown) | 10000 | 100.0%

#### Most frequent character per script

##### (unknown)

Value | Count | Frequency (%)
1 | 3949 | 39.5%
2 | 2448 | 24.5%
3 | 1609 | 16.1%
4 | 1023 | 10.2%
5 | 569 | 5.7%
0 | 213 | 2.1%
9 | 189 | 1.9%

#### Most occurring blocks

Value | Count | Frequency (%)
(unknown) | 10000 | 100.0%

#### Most frequent character per block

##### (unknown)

Value | Count | Frequency (%)
1 | 3949 | 39.5%
2 | 2448 | 24.5%
3 | 1609 | 16.1%
4 | 1023 | 10.2%
5 | 569 | 5.7%
0 | 213 | 2.1%
9 | 189 | 1.9%

input_method
Categorical

Distinct | 30
Distinct (%) | 0.3%
Missing | 0
Missing (%) | 0.0%
Memory size | 619.1 KiB

controllr | 1196
kbm | 1187
KB/M | 1165
touch | 1159
controller | 1125
Other values (25) | 4168

Length

Max length | 12
Median length | 10
Mean length | 6.3857
Min length | 3

Characters and Unicode

Total characters | 63857
Distinct characters | 26
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 | Touch
2nd row | Touch
3rd row | TOUCH
4th row | Controller
5th row | controllr

#### Common Values

Value | Count | Frequency (%)
controllr | 1196 | 12.0%
kbm | 1187 | 11.9%
KB/M | 1165 | 11.7%
touch | 1159 | 11.6%
controller | 1125 | 11.2%
KBM | 383 | 3.8%
TOUCH | 380 | 3.8%
kb/m | 351 | 3.5%
CONTROLLER | 348 | 3.5%
CONTROLLR | 340 | 3.4%
Other values (20) | 2366 | 23.7%

#### Length

Histogram of lengths of the category

Value | Count | Frequency (%)
kbm | 2024 | 20.2%
touch | 2010 | 20.1%
controllr | 2007 | 20.1%
controller | 1982 | 19.8%
kb/m | 1977 | 19.8%

#### Most occurring characters

Value | Count | Frequency (%)
o | 8028 | 12.6%
r | 6428 | 10.1%
l | 6428 | 10.1%
t | 4515 | 7.1%
c | 4209 | 6.6%
n | 3214 | 5.0%
K | 2311 | 3.6%
b | 2309 | 3.6%
m | 2309 | 3.6%
/ | 1977 | 3.1%
Other values (16) | 22129 | 34.7%

#### Most occurring categories

Value | Count | Frequency (%)
(unknown) | 63857 | 100.0%

#### Most frequent character per category

##### (unknown)

Value | Count | Frequency (%)
o | 8028 | 12.6%
r | 6428 | 10.1%
l | 6428 | 10.1%
t | 4515 | 7.1%
c | 4209 | 6.6%
n | 3214 | 5.0%
K | 2311 | 3.6%
b | 2309 | 3.6%
m | 2309 | 3.6%
/ | 1977 | 3.1%
Other values (16) | 22129 | 34.7%

#### Most occurring scripts

Value | Count | Frequency (%)
(unknown) | 63857 | 100.0%

#### Most frequent character per script

##### (unknown)

Value | Count | Frequency (%)
o | 8028 | 12.6%
r | 6428 | 10.1%
l | 6428 | 10.1%
t | 4515 | 7.1%
c | 4209 | 6.6%
n | 3214 | 5.0%
K | 2311 | 3.6%
b | 2309 | 3.6%
m | 2309 | 3.6%
/ | 1977 | 3.1%
Other values (16) | 22129 | 34.7%

#### Most occurring blocks

Value | Count | Frequency (%)
(unknown) | 63857 | 100.0%

#### Most frequent character per block

##### (unknown)

Value | Count | Frequency (%)
o | 8028 | 12.6%
r | 6428 | 10.1%
l | 6428 | 10.1%
t | 4515 | 7.1%
c | 4209 | 6.6%
n | 3214 | 5.0%
K | 2311 | 3.6%
b | 2309 | 3.6%
m | 2309 | 3.6%
/ | 1977 | 3.1%
Other values (16) | 22129 | 34.7%

build_version
Categorical

Missing

Distinct | 5
Distinct (%) | 0.1%
Missing | 1654
Missing (%) | 16.5%
Memory size | 616.8 KiB

1.3.2 | 1705
latest | 1695
1.4 | 1667
v1.3.2 | 1648
1.4.0-beta | 1631

Length

Max length | 10
Median length | 6
Mean length | 5.9781931
Min length | 3

Characters and Unicode

Total characters | 49894
Distinct characters | 14
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 | 1.4
2nd row | 1.3.2
3rd row | latest
4th row | 1.4.0-beta
5th row | 1.4

#### Common Values

Value | Count | Frequency (%)
1.3.2 | 1705 | 17.1%
latest | 1695 | 17.0%
1.4 | 1667 | 16.7%
v1.3.2 | 1648 | 16.5%
1.4.0-beta | 1631 | 16.3%
(Missing) | 1654 | 16.5%

#### Length

Histogram of lengths of the category

#### Common Values (Plot)

Value | Count | Frequency (%)
1.3.2 | 1705 | 20.4%
latest | 1695 | 20.3%
1.4 | 1667 | 20.0%
v1.3.2 | 1648 | 19.7%
1.4.0-beta | 1631 | 19.5%

#### Most occurring characters

Value | Count | Frequency (%)
. | 11635 | 23.3%
1 | 6651 | 13.3%
t | 5021 | 10.1%
3 | 3353 | 6.7%
2 | 3353 | 6.7%
a | 3326 | 6.7%
e | 3326 | 6.7%
4 | 3298 | 6.6%
l | 1695 | 3.4%
s | 1695 | 3.4%
Other values (4) | 6541 | 13.1%

#### Most occurring categories

Value | Count | Frequency (%)
(unknown) | 49894 | 100.0%

#### Most frequent character per category

##### (unknown)

Value | Count | Frequency (%)
. | 11635 | 23.3%
1 | 6651 | 13.3%
t | 5021 | 10.1%
3 | 3353 | 6.7%
2 | 3353 | 6.7%
a | 3326 | 6.7%
e | 3326 | 6.7%
4 | 3298 | 6.6%
l | 1695 | 3.4%
s | 1695 | 3.4%
Other values (4) | 6541 | 13.1%

#### Most occurring scripts

Value | Count | Frequency (%)
(unknown) | 49894 | 100.0%

#### Most frequent character per script

##### (unknown)

Value | Count | Frequency (%)
. | 11635 | 23.3%
1 | 6651 | 13.3%
t | 5021 | 10.1%
3 | 3353 | 6.7%
2 | 3353 | 6.7%
a | 3326 | 6.7%
e | 3326 | 6.7%
4 | 3298 | 6.6%
l | 1695 | 3.4%
s | 1695 | 3.4%
Other values (4) | 6541 | 13.1%

#### Most occurring blocks

Value | Count | Frequency (%)
(unknown) | 49894 | 100.0%

#### Most frequent character per block

##### (unknown)

Value | Count | Frequency (%)
. | 11635 | 23.3%
1 | 6651 | 13.3%
t | 5021 | 10.1%
3 | 3353 | 6.7%
2 | 3353 | 6.7%
a | 3326 | 6.7%
e | 3326 | 6.7%
4 | 3298 | 6.6%
l | 1695 | 3.4%
s | 1695 | 3.4%
Other values (4) | 6541 | 13.1%

is_featured_event
Categorical

Distinct | 8
Distinct (%) | 0.1%
Missing | 0
Missing (%) | 0.0%
Memory size | 588.6 KiB

False | 2430
false | 2369
No | 2337
0 | 2331
1 | 144
Other values (3) | 389

Length

Max length | 5
Median length | 4
Mean length | 3.2569
Min length | 1

Characters and Unicode

Total characters | 32569
Distinct characters | 15
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 | No
2nd row | 0
3rd row | False
4th row | 0
5th row | 0

#### Common Values

Value | Count | Frequency (%)
False | 2430 | 24.3%
false | 2369 | 23.7%
No | 2337 | 23.4%
0 | 2331 | 23.3%
1 | 144 | 1.4%
True | 133 | 1.3%
Yes | 131 | 1.3%
true | 125 | 1.2%

#### Length

Histogram of lengths of the category

#### Common Values (Plot)

Value | Count | Frequency (%)
false | 4799 | 48.0%
no | 2337 | 23.4%
0 | 2331 | 23.3%
true | 258 | 2.6%
1 | 144 | 1.4%
yes | 131 | 1.3%

#### Most occurring characters

Value | Count | Frequency (%)
e | 5188 | 15.9%
s | 4930 | 15.1%
a | 4799 | 14.7%
l | 4799 | 14.7%
F | 2430 | 7.5%
f | 2369 | 7.3%
N | 2337 | 7.2%
o | 2337 | 7.2%
0 | 2331 | 7.2%
r | 258 | 0.8%
Other values (5) | 791 | 2.4%

#### Most occurring categories

Value | Count | Frequency (%)
(unknown) | 32569 | 100.0%

#### Most frequent character per category

##### (unknown)

Value | Count | Frequency (%)
e | 5188 | 15.9%
s | 4930 | 15.1%
a | 4799 | 14.7%
l | 4799 | 14.7%
F | 2430 | 7.5%
f | 2369 | 7.3%
N | 2337 | 7.2%
o | 2337 | 7.2%
0 | 2331 | 7.2%
r | 258 | 0.8%
Other values (5) | 791 | 2.4%

#### Most occurring scripts

Value | Count | Frequency (%)
(unknown) | 32569 | 100.0%

#### Most frequent character per script

##### (unknown)

Value | Count | Frequency (%)
e | 5188 | 15.9%
s | 4930 | 15.1%
a | 4799 | 14.7%
l | 4799 | 14.7%
F | 2430 | 7.5%
f | 2369 | 7.3%
N | 2337 | 7.2%
o | 2337 | 7.2%
0 | 2331 | 7.2%
r | 258 | 0.8%
Other values (5) | 791 | 2.4%

#### Most occurring blocks

Value | Count | Frequency (%)
(unknown) | 32569 | 100.0%

#### Most frequent character per block

##### (unknown)

Value | Count | Frequency (%)
e | 5188 | 15.9%
s | 4930 | 15.1%
a | 4799 | 14.7%
l | 4799 | 14.7%
F | 2430 | 7.5%
f | 2369 | 7.3%
N | 2337 | 7.2%
o | 2337 | 7.2%
0 | 2331 | 7.2%
r | 258 | 0.8%
Other values (5) | 791 | 2.4%

device_temp_c
Real number (ℝ)

Missing

Distinct | 549
Distinct (%) | 5.8%
Missing | 492
Missing (%) | 4.9%
Infinite | 0
Infinite (%) | 0.0%
Mean | 55.778313

Minimum | 26.3
Maximum | 100
Zeros | 0
Zeros (%) | 0.0%
Negative | 0
Negative (%) | 0.0%
Memory size | 78.3 KiB

Quantile statistics

Minimum | 26.3
5-th percentile | 43.7
Q1 | 50.5
median | 55.2
Q3 | 60.3
95-th percentile | 68.6
Maximum | 100
Range | 73.7
Interquartile range (IQR) | 9.8

Descriptive statistics

Standard deviation | 8.3458191
Coefficient of variation (CV) | 0.1496248
Kurtosis | 2.8152031
Mean | 55.778313
Median Absolute Deviation (MAD) | 4.9
Skewness | 0.96683709
Sum | 530340.2
Variance | 69.652697
Monotonicity | Not monotonic

Histogram with fixed size bins (bins=50)

Value | Count | Frequency (%)
55.1 | 70 | 0.7%
54.4 | 66 | 0.7%
54.2 | 66 | 0.7%
54.8 | 65 | 0.7%
51.9 | 65 | 0.7%
53.4 | 65 | 0.7%
53.5 | 63 | 0.6%
53 | 61 | 0.6%
56.1 | 61 | 0.6%
56.9 | 61 | 0.6%
Other values (539) | 8865 | 88.6%
(Missing) | 492 | 4.9%

Value | Count | Frequency (%)
26.3 | 1 | < 0.1%
27.4 | 1 | < 0.1%
30.4 | 1 | < 0.1%
30.5 | 1 | < 0.1%
31 | 1 | < 0.1%
31.7 | 1 | < 0.1%
32.6 | 1 | < 0.1%
32.7 | 1 | < 0.1%
33 | 1 | < 0.1%
33.1 | 1 | < 0.1%

Value | Count | Frequency (%)
100 | 1 | < 0.1%
98.7 | 1 | < 0.1%
98 | 1 | < 0.1%
96.8 | 1 | < 0.1%
95.4 | 1 | < 0.1%
94.5 | 2 | < 0.1%
94.2 | 3 | < 0.1%
93.4 | 1 | < 0.1%
93.2 | 1 | < 0.1%
93 | 1 | < 0.1%

session_type
Categorical

Distinct | 12
Distinct (%) | 0.1%
Missing | 0
Missing (%) | 0.0%
Memory size | 617.3 KiB

ranked | 2807
casual | 2670
Casual | 919
RANKED | 906
CASUAL | 860
Other values (7) | 1838

Length

Max length | 8
Median length | 6
Mean length | 6.1982
Min length | 6

Characters and Unicode

Total characters | 61982
Distinct characters | 21
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 | ranked
2nd row | casual
3rd row | ranked
4th row | casual
5th row | casual

#### Common Values

Value | Count | Frequency (%)
ranked | 2807 | 28.1%
casual | 2670 | 26.7%
Casual | 919 | 9.2%
RANKED | 906 | 9.1%
CASUAL | 860 | 8.6%
Ranked | 847 | 8.5%
casual | 306 | 3.1%
ranked | 295 | 2.9%
Ranked | 107 | 1.1%
CASUAL | 103 | 1.0%
Other values (2) | 180 | 1.8%

#### Length

Histogram of lengths of the category

Value | Count | Frequency (%)
ranked | 5058 | 50.6%
casual | 4942 | 49.4%

#### Most occurring characters

Value | Count | Frequency (%)
a | 12014 | 19.4%
n | 4056 | 6.5%
k | 4056 | 6.5%
e | 4056 | 6.5%
d | 4056 | 6.5%
s | 3979 | 6.4%
u | 3979 | 6.4%
l | 3979 | 6.4%
r | 3102 | 5.0%
c | 2976 | 4.8%
Other values (11) | 15729 | 25.4%

#### Most occurring categories

Value | Count | Frequency (%)
(unknown) | 61982 | 100.0%

#### Most frequent character per category

##### (unknown)

Value | Count | Frequency (%)
a | 12014 | 19.4%
n | 4056 | 6.5%
k | 4056 | 6.5%
e | 4056 | 6.5%
d | 4056 | 6.5%
s | 3979 | 6.4%
u | 3979 | 6.4%
l | 3979 | 6.4%
r | 3102 | 5.0%
c | 2976 | 4.8%
Other values (11) | 15729 | 25.4%

#### Most occurring scripts

Value | Count | Frequency (%)
(unknown) | 61982 | 100.0%

#### Most frequent character per script

##### (unknown)

Value | Count | Frequency (%)
a | 12014 | 19.4%
n | 4056 | 6.5%
k | 4056 | 6.5%
e | 4056 | 6.5%
d | 4056 | 6.5%
s | 3979 | 6.4%
u | 3979 | 6.4%
l | 3979 | 6.4%
r | 3102 | 5.0%
c | 2976 | 4.8%
Other values (11) | 15729 | 25.4%

#### Most occurring blocks

Value | Count | Frequency (%)
(unknown) | 61982 | 100.0%

#### Most frequent character per block

##### (unknown)

Value | Count | Frequency (%)
a | 12014 | 19.4%
n | 4056 | 6.5%
k | 4056 | 6.5%
e | 4056 | 6.5%
d | 4056 | 6.5%
s | 3979 | 6.4%
u | 3979 | 6.4%
l | 3979 | 6.4%
r | 3102 | 5.0%
c | 2976 | 4.8%
Other values (11) | 15729 | 25.4%

is_long_session
Categorical

Distinct | 8
Distinct (%) | 0.1%
Missing | 0
Missing (%) | 0.0%
Memory size | 587.1 KiB

Yes | 1533
True | 1500
1 | 1494
true | 1472
False | 1022
Other values (3) | 2979

Length

Max length | 5
Median length | 4
Mean length | 3.1058
Min length | 1

Characters and Unicode

Total characters | 31058
Distinct characters | 15
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 | True
2nd row | 0
3rd row | False
4th row | True
5th row | Yes

#### Common Values

Value | Count | Frequency (%)
Yes | 1533 | 15.3%
True | 1500 | 15.0%
1 | 1494 | 14.9%
true | 1472 | 14.7%
False | 1022 | 10.2%
false | 1001 | 10.0%
0 | 994 | 9.9%
No | 984 | 9.8%

#### Length

Histogram of lengths of the category

#### Common Values (Plot)

Value | Count | Frequency (%)
true | 2972 | 29.7%
false | 2023 | 20.2%
yes | 1533 | 15.3%
1 | 1494 | 14.9%
0 | 994 | 9.9%
no | 984 | 9.8%

#### Most occurring characters

Value | Count | Frequency (%)
e | 6528 | 21.0%
s | 3556 | 11.4%
r | 2972 | 9.6%
u | 2972 | 9.6%
a | 2023 | 6.5%
l | 2023 | 6.5%
Y | 1533 | 4.9%
T | 1500 | 4.8%
1 | 1494 | 4.8%
t | 1472 | 4.7%
Other values (5) | 4985 | 16.1%

#### Most occurring categories

Value | Count | Frequency (%)
(unknown) | 31058 | 100.0%

#### Most frequent character per category

##### (unknown)

Value | Count | Frequency (%)
e | 6528 | 21.0%
s | 3556 | 11.4%
r | 2972 | 9.6%
u | 2972 | 9.6%
a | 2023 | 6.5%
l | 2023 | 6.5%
Y | 1533 | 4.9%
T | 1500 | 4.8%
1 | 1494 | 4.8%
t | 1472 | 4.7%
Other values (5) | 4985 | 16.1%

#### Most occurring scripts

Value | Count | Frequency (%)
(unknown) | 31058 | 100.0%

#### Most frequent character per script

##### (unknown)

Value | Count | Frequency (%)
e | 6528 | 21.0%
s | 3556 | 11.4%
r | 2972 | 9.6%
u | 2972 | 9.6%
a | 2023 | 6.5%
l | 2023 | 6.5%
Y | 1533 | 4.9%
T | 1500 | 4.8%
1 | 1494 | 4.8%
t | 1472 | 4.7%
Other values (5) | 4985 | 16.1%

#### Most occurring blocks

Value | Count | Frequency (%)
(unknown) | 31058 | 100.0%

#### Most frequent character per block

##### (unknown)

Value | Count | Frequency (%)
e | 6528 | 21.0%
s | 3556 | 11.4%
r | 2972 | 9.6%
u | 2972 | 9.6%
a | 2023 | 6.5%
l | 2023 | 6.5%
Y | 1533 | 4.9%
T | 1500 | 4.8%
1 | 1494 | 4.8%
t | 1472 | 4.7%
Other values (5) | 4985 | 16.1%

# Interactions