Raw
Cleaned
10000
ROWS
9902
0
DUPLICATES
0
8.4 MB
RAM
7.2 MB
18
FEATURES
18
11
CATEGORICAL
11
4
NUMERICAL
4
3
TEXT
3
2.3.1
Get updates, docs & report issues here
Created & maintained by Francois Bertrand
Graphic design by Jean-Francois Hains
1
session_id
VALUES:
10,000
(100%)
9,902
(100%)
MISSING:
---
---
DISTINCT:
10,000
(100%)
9,902
(100%)
1
<1%
1
<1%
sess_c2fba8e7f37a
1
<1%
1
<1%
sess_524fb92e1585
1
<1%
1
<1%
sess_5ae63c380360
1
<1%
1
<1%
sess_51696202d025
1
<1%
1
<1%
sess_6177bc767b1d
1
<1%
1
<1%
sess_848d0c5835de
1
<1%
1
<1%
sess_70c3e1e3e8cc
9,993
>99%
9,895
>99%
(Other)
2
user_id
VALUES:
10,000
(100%)
9,902
(100%)
MISSING:
---
---
DISTINCT:
2,449
(24%)
2,448
(25%)
14
<1%
14
<1%
user_1340
13
<1%
13
<1%
user_1973
13
<1%
12
<1%
user_225
11
<1%
11
<1%
user_1700
11
<1%
10
<1%
user_63
11
<1%
11
<1%
user_1743
11
<1%
11
<1%
user_1889
9,916
>99%
9,820
>99%
(Other)
3
session_length_s
VALUES:
9,902
(>99%)
2,574
(26%)
MISSING:
98
(<1%)
7,328
(74%)
DISTINCT:
5,428
(54%)
620
(6%)
ZEROES:
---
---
MAX
704k
25k
95%
7k
21k
Q3
5k
6k
AVG
6k
5k
MEDIAN
4k
4k
Q1
2k
2k
5%
0k
1k
MIN
-16k
0k
RANGE
720k
25,097
IQR
3,753
3,705
STD
33,635
5,245
VAR
1.1B
27.5M
KURT.
288
5.76
SKEW
16.6
2.49
SUM
55.6M
13.1M
4
region
VALUES:
10,000
(100%)
9,902
(100%)
MISSING:
---
---
DISTINCT:
32
(<1%)
5
(<1%)
5
platform
VALUES:
10,000
(100%)
9,902
(100%)
MISSING:
---
---
DISTINCT:
32
(<1%)
32
(<1%)
6
gpu_model
VALUES:
3,327
(33%)
3,289
(33%)
MISSING:
6,673
(67%)
6,613
(67%)
DISTINCT:
6
(<1%)
6
(<1%)
7
avg_fps
VALUES:
10,000
(100%)
9,876
(>99%)
MISSING:
---
26
(<1%)
DISTINCT:
5,848
(58%)
5,817
(59%)
ZEROES:
---
---
MAX
10,000
136
95%
105
105
Q3
82
82
AVG
93
66
MEDIAN
65
64
Q1
51
51
5%
32
32
MIN
5
5
RANGE
9,995
131
IQR
31.2
31.0
STD
516
22.1
VAR
266k
490
KURT.
364
-0.343
SKEW
19.1
0.188
SUM
930k
654k
8
ping_ms
VALUES:
9,811
(98%)
9,717
(98%)
MISSING:
189
(2%)
185
(2%)
DISTINCT:
6,411
(64%)
6,372
(64%)
ZEROES:
1
(<1%)
1
(<1%)
MAX
627
627
95%
103
103
Q3
71
71
AVG
55
55
MEDIAN
50
50
Q1
30
30
5%
7
7
MIN
0
0
RANGE
627
627
IQR
40.7
40.7
STD
46.7
46.7
VAR
2,181
2,184
KURT.
45.6
45.8
SKEW
5.40
5.42
SUM
538k
532k
9
map_name
VALUES:
10,000
(100%)
9,902
(100%)
MISSING:
---
---
DISTINCT:
36
(<1%)
36
(<1%)
10
crash_flag
VALUES:
10,000
(100%)
9,902
(100%)
MISSING:
---
---
DISTINCT:
8
(<1%)
2
(<1%)
11
purchase_amount
VALUES:
9,895
(99%)
9,798
(99%)
MISSING:
105
(1%)
104
(1%)
DISTINCT:
1,725
(17%)
1,520
(15%)
6,211
63%
-
-
0.0
851
9%
-
-
0,00
9
<1%
-
-
2.42
7
<1%
-
-
6.06
7
<1%
-
-
7.41
7
<1%
-
-
7.29
7
<1%
-
-
0.44
2,796
28%
9,798
100%
(Other)
12
party_size
VALUES:
10,000
(100%)
9,902
(100%)
MISSING:
---
---
DISTINCT:
7
(<1%)
7
(<1%)
13
input_method
VALUES:
10,000
(100%)
9,902
(100%)
MISSING:
---
---
DISTINCT:
30
(<1%)
3
(<1%)
14
build_version
VALUES:
8,346
(83%)
8,261
(83%)
MISSING:
1,654
(17%)
1,641
(17%)
DISTINCT:
5
(<1%)
5
(<1%)
15
is_featured_event
VALUES:
10,000
(100%)
9,902
(100%)
MISSING:
---
---
DISTINCT:
8
(<1%)
8
(<1%)
16
device_temp_c
VALUES:
9,508
(95%)
9,412
(95%)
MISSING:
492
(5%)
490
(5%)
DISTINCT:
549
(5%)
548
(6%)
ZEROES:
---
---
MAX
100.0
100.0
95%
68.6
68.6
Q3
60.3
60.2
AVG
55.8
55.8
MEDIAN
55.2
55.2
Q1
50.5
50.5
5%
43.7
43.7
MIN
26.3
26.3
RANGE
73.7
73.7
IQR
9.80
9.70
STD
8.35
8.34
VAR
69.7
69.6
KURT.
2.82
2.81
SKEW
0.967
0.970
SUM
530k
525k
17
session_type
VALUES:
10,000
(100%)
9,902
(100%)
MISSING:
---
---
DISTINCT:
12
(<1%)
12
(<1%)
18
is_long_session
VALUES:
10,000
(100%)
9,902
(100%)
MISSING:
---
---
DISTINCT:
8
(<1%)
8
(<1%)
Associations
[Only including dataset "Raw"]
■ Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (i.e. ROW LABEL values indicate how much they PROVIDE INFORMATION to each LABEL at the TOP).

• Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
Associations
[Only including dataset "Cleaned"]
■ Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (i.e. ROW LABEL values indicate how much they PROVIDE INFORMATION to each LABEL at the TOP).

• Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
session_id
MISSING:
---
---
1
<1%
1
<1%
sess_c2fba8e7f37a
1
<1%
1
<1%
sess_524fb92e1585
1
<1%
1
<1%
sess_5ae63c380360
1
<1%
1
<1%
sess_51696202d025
1
<1%
1
<1%
sess_6177bc767b1d
1
<1%
1
<1%
sess_848d0c5835de
1
<1%
1
<1%
sess_70c3e1e3e8cc
1
<1%
1
<1%
sess_83fbcbd4e9fc
1
<1%
1
<1%
sess_240138d1f663
1
<1%
1
<1%
sess_109247ddb04e
1
<1%
1
<1%
sess_8fa33011acd5
1
<1%
1
<1%
sess_1dbaf4e0db40
1
<1%
1
<1%
sess_70af6227382f
1
<1%
1
<1%
sess_0762a5e67dc0
1
<1%
1
<1%
sess_fcddc136c807
1
<1%
1
<1%
sess_ddf4f76e8dc4
1
<1%
1
<1%
sess_88599b83a60a
1
<1%
1
<1%
sess_98f3ed1431aa
1
<1%
1
<1%
sess_75e20a501bcc
1
<1%
1
<1%
sess_23e99c00beb4
1
<1%
1
<1%
sess_2bc6e0f6a945
1
<1%
1
<1%
sess_5f84aa4f2904
1
<1%
1
<1%
sess_99a606c9d4f0
1
<1%
1
<1%
sess_562c2fc73e2d
1
<1%
1
<1%
sess_bfd0eded2c2d
1
<1%
1
<1%
sess_184a11710a84
1
<1%
1
<1%
sess_64f855687625
1
<1%
1
<1%
sess_3f698b322748
1
<1%
1
<1%
sess_d56b7083197d
1
<1%
1
<1%
sess_09f4380434a7
1
<1%
1
<1%
sess_9d8c6f3bec6c
1
<1%
1
<1%
sess_0397ea44995e
1
<1%
1
<1%
sess_0c473995c5a7
1
<1%
1
<1%
sess_48bb4f6aeb21
1
<1%
1
<1%
sess_a95f169e87eb
1
<1%
1
<1%
sess_e30a55b67437
1
<1%
1
<1%
sess_81ed7af37e62
1
<1%
1
<1%
sess_088ad7a7363e
1
<1%
1
<1%
sess_7d2b5eabc337
1
<1%
1
<1%
sess_2d90691c4dff
1
<1%
1
<1%
sess_e5ceb0ea73ba
1
<1%
1
<1%
sess_639e76e512de
1
<1%
1
<1%
sess_a5b70769121b
1
<1%
1
<1%
sess_2f3b1d1fbc26
1
<1%
1
<1%
sess_f3c8af0867c1
1
<1%
1
<1%
sess_b1bd144223d8
1
<1%
1
<1%
sess_e33c4cf33361
1
<1%
1
<1%
sess_f9b78084424b
1
<1%
1
<1%
sess_c8bb0fa7ae1c
1
<1%
1
<1%
sess_adb049068156
1
<1%
1
<1%
sess_617f39c87367
1
<1%
1
<1%
sess_320a7b81da83
1
<1%
1
<1%
sess_ceb3e6251e93
1
<1%
1
<1%
sess_f85a057ea485
1
<1%
1
<1%
sess_6c125d361d7a
1
<1%
1
<1%
sess_0b22a268f076
1
<1%
1
<1%
sess_434946e26c93
1
<1%
1
<1%
sess_ae48b2a82b41
1
<1%
1
<1%
sess_5b588ac7b229
1
<1%
1
<1%
sess_8cd31f3ec6d5
9,940
>99%
9,842
>99%
(Other)
user_id
MISSING:
---
---
14
<1%
14
<1%
user_1340
13
<1%
13
<1%
user_1973
13
<1%
12
<1%
user_225
11
<1%
11
<1%
user_1700
11
<1%
10
<1%
user_63
11
<1%
11
<1%
user_1743
11
<1%
11
<1%
user_1889
11
<1%
11
<1%
user_1319
10
<1%
9
<1%
user_1614
10
<1%
10
<1%
user_384
10
<1%
10
<1%
user_1703
10
<1%
10
<1%
user_2072
10
<1%
9
<1%
user_1194
10
<1%
10
<1%
user_2406
10
<1%
10
<1%
user_889
10
<1%
10
<1%
user_451
10
<1%
9
<1%
user_2438
10
<1%
10
<1%
user_2261
10
<1%
10
<1%
user_1647
9
<1%
9
<1%
user_1730
9
<1%
9
<1%
user_1203
9
<1%
9
<1%
user_544
9
<1%
8
<1%
user_2162
9
<1%
9
<1%
user_1069
9
<1%
8
<1%
user_1297
9
<1%
9
<1%
user_1171
9
<1%
9
<1%
user_874
9
<1%
9
<1%
user_1684
9
<1%
9
<1%
user_1828
9
<1%
8
<1%
user_628
9
<1%
9
<1%
user_1556
9
<1%
9
<1%
user_1478
9
<1%
8
<1%
user_1773
9
<1%
9
<1%
user_1279
9
<1%
9
<1%
user_65
9
<1%
9
<1%
user_548
9
<1%
9
<1%
user_2447
9
<1%
9
<1%
user_1618
9
<1%
9
<1%
user_757
9
<1%
9
<1%
user_1258
9
<1%
9
<1%
user_894
9
<1%
9
<1%
user_2118
9
<1%
9
<1%
user_190
8
<1%
8
<1%
user_2092
8
<1%
8
<1%
user_2282
8
<1%
8
<1%
user_1873
8
<1%
7
<1%
user_1571
8
<1%
8
<1%
user_149
8
<1%
8
<1%
user_1474
8
<1%
8
<1%
user_1308
8
<1%
7
<1%
user_486
8
<1%
8
<1%
user_1265
8
<1%
8
<1%
user_429
8
<1%
7
<1%
user_974
8
<1%
8
<1%
user_615
8
<1%
8
<1%
user_1709
8
<1%
8
<1%
user_2129
8
<1%
7
<1%
user_2462
8
<1%
8
<1%
user_1004
8
<1%
8
<1%
user_1070
9,443
94%
9,358
95%
(Other)
session_length_s
MISSING:
98
(<1%)
7,328
(74%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ping_ms
0.01
device_temp_c
-0.01
avg_fps
-0.00

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
is_long_session
0.11
platform
0.07
input_method
0.05
region
0.05
map_name
0.04
session_type
0.04
is_featured_event
0.03
crash_flag
0.03
build_version
0.02
gpu_model
0.02
party_size
0.02
MOST FREQUENT VALUES
92.0
11
0.1%
0
0.0%
60.0
11
0.1%
0
0.0%
94.0
8
<0.1%
0
0.0%
15.0
8
<0.1%
0
0.0%
54.0
8
<0.1%
0
0.0%
114.0
8
<0.1%
0
0.0%
118.0
8
<0.1%
0
0.0%
100.0
8
<0.1%
0
0.0%
70.0
7
<0.1%
0
0.0%
93.0
7
<0.1%
0
0.0%
73.0
7
<0.1%
0
0.0%
27.0
7
<0.1%
0
0.0%
84.0
7
<0.1%
1
<0.1%
108.0
7
<0.1%
0
0.0%
2783.0
7
<0.1%
0
0.0%
SMALLEST VALUES
-16000.0
1
<0.1%
0
0.0%
-7145.0
1
<0.1%
0
0.0%
-6803.0
1
<0.1%
0
0.0%
-6777.0
1
<0.1%
0
0.0%
-6743.0
1
<0.1%
0
0.0%
-6572.0
1
<0.1%
0
0.0%
-6518.0
1
<0.1%
0
0.0%
-6304.0
1
<0.1%
0
0.0%
-6155.0
1
<0.1%
0
0.0%
-6073.0
1
<0.1%
0
0.0%
-5837.0
1
<0.1%
0
0.0%
-5723.0
1
<0.1%
0
0.0%
-5698.0
1
<0.1%
0
0.0%
-5618.0
1
<0.1%
0
0.0%
-5427.0
1
<0.1%
0
0.0%
LARGEST VALUES
704200.0
1
<0.1%
0
0.0%
696500.0
1
<0.1%
0
0.0%
691100.0
1
<0.1%
0
0.0%
677700.0
1
<0.1%
0
0.0%
676900.0
1
<0.1%
0
0.0%
672700.0
1
<0.1%
0
0.0%
667700.0
1
<0.1%
0
0.0%
664900.0
1
<0.1%
0
0.0%
650200.0
1
<0.1%
0
0.0%
623400.0
1
<0.1%
0
0.0%
622200.0
1
<0.1%
0
0.0%
614300.0
1
<0.1%
0
0.0%
593500.0
1
<0.1%
0
0.0%
575800.0
1
<0.1%
0
0.0%
566800.0
1
<0.1%
0
0.0%
region
MISSING:
---
---
TOP CATEGORIES
EU
1,207
12%
0
0%
sa-east-1
1,193
12%
1,973
20%
APAC
1,161
12%
0
0%
us-east
1,160
12%
1,935
20%
Us-West
803
8%
0
0%
us-west
404
4%
1,977
20%
apac
375
4%
1,984
20%
eu
373
4%
2,033
21%
US-EAST
336
3%
0
0%
SA-EAST-1
335
3%
0
0%
US-WEST
321
3%
0
0%
Us-east
279
3%
0
0%
Sa-east-1
273
3%
0
0%
Us-west
271
3%
0
0%
Apac
269
3%
0
0%
Eu
268
3%
0
0%
EU
138
1%
0
0%
(Other)
834
8%
ALL
10,000
100%
9,902
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
region
PROVIDES INFORMATION ON...
map_name
0.02
platform
0.02
input_method
0.02
session_type
0.01
crash_flag
0.01
party_size
0.01
gpu_model
0.01
is_featured_event
0.01
is_long_session
0.01
build_version
0.00

THESE FEATURES
GIVE INFORMATION
ON region:
map_name
0.02
platform
0.02
input_method
0.02
session_type
0.01
crash_flag
0.00
is_long_session
0.00
party_size
0.00
is_featured_event
0.00
gpu_model
0.00
build_version
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
region
CORRELATION RATIO WITH...
ping_ms
0.06
session_length_s
0.05
device_temp_c
0.05
avg_fps
0.04
platform
MISSING:
---
---
TOP CATEGORIES
PC
1,294
13%
1,281
13%
pc
1,293
13%
1,279
13%
Switch
922
9%
917
9%
Mobile
905
9%
889
9%
Xbox
880
9%
871
9%
PlayStation
730
7%
723
7%
Pc
426
4%
424
4%
PLAYSTATION
307
3%
306
3%
xbox
305
3%
303
3%
SWITCH
303
3%
301
3%
MOBILE
298
3%
297
3%
switch
294
3%
293
3%
XBOX
291
3%
288
3%
playstation
287
3%
285
3%
mobile
274
3%
272
3%
Playstation
228
2%
225
2%
pc
139
1%
136
1%
(Other)
824
8%
ALL
10,000
100%
9,902
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
platform
PROVIDES INFORMATION ON...
gpu_model
0.52
map_name
0.02
region
0.02
input_method
0.02
session_type
0.01
is_featured_event
0.01
crash_flag
0.01
party_size
0.01
is_long_session
0.01
build_version
0.00

THESE FEATURES
GIVE INFORMATION
ON platform:
gpu_model
0.22
map_name
0.02
region
0.02
input_method
0.02
session_type
0.01
is_long_session
0.00
crash_flag
0.00
is_featured_event
0.00
party_size
0.00
build_version
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
platform
CORRELATION RATIO WITH...
session_length_s
0.07
ping_ms
0.06
device_temp_c
0.05
avg_fps
0.05
gpu_model
MISSING:
6,673
(67%)
6,613
(67%)
TOP CATEGORIES
GeForce RTX-3060
581
17%
576
18%
GTX1080
568
17%
561
17%
RTX-4090
558
17%
549
17%
RTX 3060
556
17%
549
17%
Intel Iris
541
16%
535
16%
RX 6600
523
16%
519
16%
ALL
3,327
100%
3,289
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
gpu_model
PROVIDES INFORMATION ON...
platform
0.22
map_name
0.00
region
0.00
input_method
0.00
session_type
0.00
party_size
0.00
crash_flag
0.00
is_long_session
0.00
build_version
0.00
is_featured_event
0.00

THESE FEATURES
GIVE INFORMATION
ON gpu_model:
platform
0.52
map_name
0.01
region
0.01
input_method
0.01
session_type
0.00
is_long_session
0.00
party_size
0.00
crash_flag
0.00
build_version
0.00
is_featured_event
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
gpu_model
CORRELATION RATIO WITH...
ping_ms
0.03
avg_fps
0.02
session_length_s
0.02
device_temp_c
0.02
avg_fps
MISSING:
---
26
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ping_ms
-0.01
session_length_s
-0.00
device_temp_c
0.00

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
input_method
0.06
map_name
0.05
platform
0.05
region
0.04
is_featured_event
0.03
session_type
0.03
is_long_session
0.03
build_version
0.03
gpu_model
0.02
party_size
0.02
crash_flag
0.02
MOST FREQUENT VALUES
10000.0
27
0.3%
0
0.0%
5.0
8
<0.1%
7
<0.1%
81.99
7
<0.1%
7
<0.1%
54.78
7
<0.1%
7
<0.1%
61.53
7
<0.1%
7
<0.1%
49.58
7
<0.1%
7
<0.1%
46.95
7
<0.1%
7
<0.1%
68.28
7
<0.1%
7
<0.1%
60.33
7
<0.1%
6
<0.1%
43.31
7
<0.1%
7
<0.1%
60.62
6
<0.1%
6
<0.1%
75.05
6
<0.1%
6
<0.1%
66.46
6
<0.1%
6
<0.1%
58.86
6
<0.1%
6
<0.1%
66.73
6
<0.1%
6
<0.1%
SMALLEST VALUES
5.0
8
<0.1%
7
<0.1%
6.03
1
<0.1%
1
<0.1%
6.57
1
<0.1%
1
<0.1%
7.4
1
<0.1%
1
<0.1%
7.49
1
<0.1%
1
<0.1%
7.53
1
<0.1%
1
<0.1%
7.91
1
<0.1%
1
<0.1%
8.02
1
<0.1%
1
<0.1%
8.42
1
<0.1%
1
<0.1%
8.5
1
<0.1%
1
<0.1%
8.69
1
<0.1%
1
<0.1%
9.7
1
<0.1%
1
<0.1%
9.93
1
<0.1%
1
<0.1%
9.95
1
<0.1%
1
<0.1%
10.04
1
<0.1%
1
<0.1%
LARGEST VALUES
10000.0
27
0.3%
0
0.0%
136.16
1
<0.1%
1
<0.1%
133.36
1
<0.1%
1
<0.1%
133.06
1
<0.1%
1
<0.1%
132.98
1
<0.1%
1
<0.1%
131.96
1
<0.1%
1
<0.1%
130.76
1
<0.1%
1
<0.1%
130.62
1
<0.1%
1
<0.1%
130.43
1
<0.1%
1
<0.1%
129.94
1
<0.1%
1
<0.1%
129.01
1
<0.1%
1
<0.1%
128.62
1
<0.1%
1
<0.1%
128.59
1
<0.1%
1
<0.1%
128.18
1
<0.1%
1
<0.1%
128.12
1
<0.1%
1
<0.1%
ping_ms
MISSING:
189
(2%)
185
(2%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
session_length_s
0.01
avg_fps
-0.01
device_temp_c
0.00

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
map_name
0.06
region
0.06
platform
0.06
input_method
0.05
is_featured_event
0.03
is_long_session
0.03
gpu_model
0.03
crash_flag
0.03
session_type
0.02
party_size
0.02
build_version
0.01
MOST FREQUENT VALUES
29.95
7
<0.1%
7
<0.1%
34.99
6
<0.1%
6
<0.1%
30.39
6
<0.1%
6
<0.1%
48.86
6
<0.1%
6
<0.1%
36.8
6
<0.1%
6
<0.1%
23.68
6
<0.1%
6
<0.1%
29.98
5
<0.1%
5
<0.1%
54.69
5
<0.1%
5
<0.1%
48.44
5
<0.1%
5
<0.1%
58.79
5
<0.1%
4
<0.1%
62.19
5
<0.1%
5
<0.1%
33.52
5
<0.1%
5
<0.1%
27.79
5
<0.1%
5
<0.1%
55.07
5
<0.1%
4
<0.1%
45.7
5
<0.1%
5
<0.1%
SMALLEST VALUES
0.0
1
<0.1%
1
<0.1%
0.02
1
<0.1%
1
<0.1%
0.03
2
<0.1%
2
<0.1%
0.04
2
<0.1%
2
<0.1%
0.07
3
<0.1%
3
<0.1%
0.11
1
<0.1%
1
<0.1%
0.13
1
<0.1%
1
<0.1%
0.15
2
<0.1%
2
<0.1%
0.16
1
<0.1%
1
<0.1%
0.17
1
<0.1%
1
<0.1%
0.18
1
<0.1%
1
<0.1%
0.2
3
<0.1%
3
<0.1%
0.21
1
<0.1%
1
<0.1%
0.22
2
<0.1%
2
<0.1%
0.23
1
<0.1%
1
<0.1%
LARGEST VALUES
627.05
1
<0.1%
1
<0.1%
592.66
1
<0.1%
1
<0.1%
589.67
1
<0.1%
1
<0.1%
588.81
1
<0.1%
1
<0.1%
556.28
1
<0.1%
1
<0.1%
549.14
1
<0.1%
1
<0.1%
543.74
1
<0.1%
1
<0.1%
542.89
1
<0.1%
1
<0.1%
542.05
1
<0.1%
1
<0.1%
540.23
1
<0.1%
1
<0.1%
539.1
1
<0.1%
1
<0.1%
538.81
1
<0.1%
1
<0.1%
521.51
1
<0.1%
1
<0.1%
514.84
1
<0.1%
1
<0.1%
504.75
1
<0.1%
1
<0.1%
map_name
MISSING:
---
---
TOP CATEGORIES
ocean
1,019
10%
1,015
10%
desert
984
10%
965
10%
cave
951
10%
942
10%
CITY-XL
951
10%
938
9%
Forest
907
9%
898
9%
Arena-1
871
9%
866
9%
FOREST
315
3%
311
3%
OCEAN
312
3%
308
3%
arena-1
308
3%
307
3%
forest
303
3%
302
3%
DESERT
301
3%
299
3%
CAVE
292
3%
291
3%
ARENA-1
291
3%
290
3%
city-xl
282
3%
279
3%
Desert
243
2%
238
2%
Ocean
236
2%
235
2%
Cave
236
2%
234
2%
(Other)
1,198
12%
ALL
10,000
100%
9,902
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
map_name
PROVIDES INFORMATION ON...
region
0.02
platform
0.02
input_method
0.02
session_type
0.01
is_featured_event
0.01
gpu_model
0.01
crash_flag
0.01
party_size
0.01
is_long_session
0.01
build_version
0.00

THESE FEATURES
GIVE INFORMATION
ON map_name:
region
0.02
platform
0.02
input_method
0.02
session_type
0.01
is_featured_event
0.00
crash_flag
0.00
is_long_session
0.00
party_size
0.00
gpu_model
0.00
build_version
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
map_name
CORRELATION RATIO WITH...
device_temp_c
0.07
ping_ms
0.06
avg_fps
0.05
session_length_s
0.04
crash_flag
MISSING:
---
---
TOP CATEGORIES
False
0
0%
0
0%
No
2,309
23%
0
0%
0
2,297
23%
0
0%
false
2,178
22%
0
0%
Yes
224
2%
0
0%
True
0
0%
0
0%
1
197
2%
0
0%
true
192
2%
0
0%
ALL
10,000
100%
9,902
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
crash_flag
PROVIDES INFORMATION ON...
region
0.00
map_name
0.00
platform
0.00
input_method
0.00
is_featured_event
0.00
is_long_session
0.00
gpu_model
0.00
session_type
0.00
party_size
0.00
build_version
0.00

THESE FEATURES
GIVE INFORMATION
ON crash_flag:
region
0.01
map_name
0.01
platform
0.01
input_method
0.01
is_featured_event
0.00
is_long_session
0.00
session_type
0.00
party_size
0.00
gpu_model
0.00
build_version
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
crash_flag
CORRELATION RATIO WITH...
session_length_s
0.03
ping_ms
0.03
avg_fps
0.02
device_temp_c
0.02
purchase_amount
MISSING:
105
(1%)
104
(1%)
6,211
63%
-
-
0.0
851
9%
-
-
0,00
9
<1%
-
-
2.42
7
<1%
-
-
6.06
7
<1%
-
-
7.41
7
<1%
-
-
7.29
7
<1%
-
-
0.44
6
<1%
-
-
4.09
6
<1%
-
-
1.83
6
<1%
-
-
0.46
6
<1%
-
-
0.34
6
<1%
-
-
0.57
6
<1%
-
-
1.27
6
<1%
-
-
0.3
6
<1%
-
-
1.06
6
<1%
-
-
2.45
6
<1%
-
-
2.1
6
<1%
-
-
0.87
6
<1%
-
-
10.78
6
<1%
-
-
0.76
6
<1%
-
-
3.92
6
<1%
-
-
1.29
6
<1%
-
-
0.96
5
<1%
-
-
0.11
5
<1%
-
-
0.69
5
<1%
-
-
0.09
5
<1%
-
-
4.34
5
<1%
-
-
2.58
5
<1%
-
-
5.13
5
<1%
-
-
3.26
5
<1%
-
-
0.73
5
<1%
-
-
1.02
5
<1%
-
-
5.63
5
<1%
-
-
1.92
5
<1%
-
-
5.18
5
<1%
-
-
0.18
5
<1%
-
-
5.25
5
<1%
-
-
0.97
5
<1%
-
-
2.59
5
<1%
-
-
1.22
5
<1%
-
-
6.59
5
<1%
-
-
0.14
5
<1%
-
-
2.34
5
<1%
-
-
0.06
5
<1%
-
-
1.08
5
<1%
-
-
5.37
5
<1%
-
-
0.79
5
<1%
-
-
4.51
5
<1%
-
-
0.74
5
<1%
-
-
0.19
5
<1%
-
-
1.99
5
<1%
-
-
0.94
5
<1%
-
-
0.82
5
<1%
-
-
0.66
5
<1%
-
-
2.35
4
<1%
-
-
3.69
4
<1%
-
-
5.17
4
<1%
-
-
1.58
4
<1%
-
-
8.86
4
<1%
-
-
8.22
2,520
25%
9,798
100%
(Other)
party_size
MISSING:
---
---
TOP CATEGORIES
1
3,949
39%
3,912
40%
2
2,448
24%
2,426
25%
3
1,609
16%
1,593
16%
4
1,023
10%
1,013
10%
5
569
6%
562
6%
0
213
2%
210
2%
9
189
2%
186
2%
ALL
10,000
100%
9,902
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
party_size
PROVIDES INFORMATION ON...
region
0.00
map_name
0.00
input_method
0.00
platform
0.00
gpu_model
0.00
session_type
0.00
is_long_session
0.00
crash_flag
0.00
is_featured_event
0.00
build_version
0.00

THESE FEATURES
GIVE INFORMATION
ON party_size:
region
0.01
map_name
0.01
platform
0.01
input_method
0.01
session_type
0.00
is_long_session
0.00
gpu_model
0.00
crash_flag
0.00
is_featured_event
0.00
build_version
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
party_size
CORRELATION RATIO WITH...
avg_fps
0.02
device_temp_c
0.02
session_length_s
0.02
ping_ms
0.02
input_method
MISSING:
---
---
TOP CATEGORIES
controllr
1,196
12%
0
0%
kbm
1,187
12%
3,961
40%
KB/M
1,165
12%
0
0%
touch
1,159
12%
1,990
20%
controller
1,125
11%
3,951
40%
KBM
383
4%
0
0%
TOUCH
380
4%
0
0%
kb/m
351
4%
0
0%
CONTROLLER
348
3%
0
0%
CONTROLLR
340
3%
0
0%
Controller
302
3%
0
0%
Kb/m
284
3%
0
0%
Kbm
284
3%
0
0%
Touch
270
3%
0
0%
Controllr
254
3%
0
0%
controllr
151
2%
0
0%
touch
142
1%
0
0%
(Other)
679
7%
ALL
10,000
100%
9,902
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
input_method
PROVIDES INFORMATION ON...
map_name
0.02
platform
0.02
region
0.02
session_type
0.01
is_featured_event
0.01
gpu_model
0.01
party_size
0.01
is_long_session
0.01
crash_flag
0.01
build_version
0.00

THESE FEATURES
GIVE INFORMATION
ON input_method:
map_name
0.02
platform
0.02
region
0.02
session_type
0.01
is_long_session
0.00
is_featured_event
0.00
party_size
0.00
crash_flag
0.00
gpu_model
0.00
build_version
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
input_method
CORRELATION RATIO WITH...
device_temp_c
0.07
avg_fps
0.06
ping_ms
0.05
session_length_s
0.05
build_version
MISSING:
1,654
(17%)
1,641
(17%)
TOP CATEGORIES
1.3.2
1,705
20%
1,681
20%
latest
1,695
20%
1,678
20%
1.4
1,667
20%
1,653
20%
v1.3.2
1,648
20%
1,630
20%
1.4.0-beta
1,631
20%
1,619
20%
ALL
8,346
100%
8,261
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
build_version
PROVIDES INFORMATION ON...
region
0.00
map_name
0.00
input_method
0.00
platform
0.00
is_featured_event
0.00
gpu_model
0.00
session_type
0.00
is_long_session
0.00
crash_flag
0.00
party_size
0.00

THESE FEATURES
GIVE INFORMATION
ON build_version:
region
0.00
map_name
0.00
platform
0.00
input_method
0.00
is_featured_event
0.00
is_long_session
0.00
session_type
0.00
crash_flag
0.00
gpu_model
0.00
party_size
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
build_version
CORRELATION RATIO WITH...
avg_fps
0.03
session_length_s
0.02
device_temp_c
0.02
ping_ms
0.01
is_featured_event
MISSING:
---
---
TOP CATEGORIES
False
2,430
24%
2,403
24%
false
2,369
24%
2,344
24%
No
2,337
23%
2,319
23%
0
2,331
23%
2,310
23%
1
144
1%
143
1%
True
133
1%
130
1%
Yes
131
1%
129
1%
true
125
1%
124
1%
ALL
10,000
100%
9,902
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
is_featured_event
PROVIDES INFORMATION ON...
map_name
0.00
input_method
0.00
region
0.00
platform
0.00
session_type
0.00
crash_flag
0.00
build_version
0.00
party_size
0.00
is_long_session
0.00
gpu_model
0.00

THESE FEATURES
GIVE INFORMATION
ON is_featured_event:
map_name
0.01
region
0.01
input_method
0.01
platform
0.01
session_type
0.00
crash_flag
0.00
build_version
0.00
is_long_session
0.00
party_size
0.00
gpu_model
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
is_featured_event
CORRELATION RATIO WITH...
avg_fps
0.03
ping_ms
0.03
session_length_s
0.03
device_temp_c
0.02
device_temp_c
MISSING:
492
(5%)
490
(5%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
session_length_s
-0.01
avg_fps
0.00
ping_ms
0.00

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
map_name
0.07
input_method
0.07
platform
0.05
region
0.05
session_type
0.03
is_long_session
0.02
party_size
0.02
is_featured_event
0.02
gpu_model
0.02
build_version
0.02
crash_flag
0.02
MOST FREQUENT VALUES
55.1
70
0.7%
68
0.7%
54.4
66
0.7%
65
0.7%
54.2
66
0.7%
66
0.7%
54.8
65
0.7%
64
0.7%
51.9
65
0.7%
64
0.7%
53.4
65
0.7%
64
0.7%
53.5
63
0.7%
63
0.7%
53.0
61
0.6%
61
0.6%
56.1
61
0.6%
59
0.6%
56.9
61
0.6%
59
0.6%
56.5
60
0.6%
59
0.6%
56.8
60
0.6%
59
0.6%
53.9
59
0.6%
59
0.6%
52.1
59
0.6%
58
0.6%
52.9
58
0.6%
56
0.6%
SMALLEST VALUES
26.3
1
<0.1%
1
<0.1%
27.4
1
<0.1%
1
<0.1%
30.4
1
<0.1%
0
0.0%
30.5
1
<0.1%
1
<0.1%
31.0
1
<0.1%
1
<0.1%
31.7
1
<0.1%
1
<0.1%
32.6
1
<0.1%
1
<0.1%
32.7
1
<0.1%
1
<0.1%
33.0
1
<0.1%
1
<0.1%
33.1
1
<0.1%
1
<0.1%
33.3
2
<0.1%
2
<0.1%
33.5
1
<0.1%
1
<0.1%
33.7
1
<0.1%
1
<0.1%
33.8
1
<0.1%
1
<0.1%
34.0
1
<0.1%
1
<0.1%
LARGEST VALUES
100.0
1
<0.1%
1
<0.1%
98.7
1
<0.1%
1
<0.1%
98.0
1
<0.1%
1
<0.1%
96.8
1
<0.1%
1
<0.1%
95.4
1
<0.1%
1
<0.1%
94.5
2
<0.1%
2
<0.1%
94.2
3
<0.1%
3
<0.1%
93.4
1
<0.1%
1
<0.1%
93.2
1
<0.1%
1
<0.1%
93.0
1
<0.1%
1
<0.1%
92.9
1
<0.1%
1
<0.1%
92.8
1
<0.1%
1
<0.1%
92.6
1
<0.1%
1
<0.1%
92.5
1
<0.1%
1
<0.1%
92.4
1
<0.1%
1
<0.1%
session_type
MISSING:
---
---
TOP CATEGORIES
ranked
2,807
28%
2,775
28%
casual
2,670
27%
2,650
27%
Casual
919
9%
909
9%
RANKED
906
9%
899
9%
CASUAL
860
9%
851
9%
Ranked
847
8%
840
8%
casual
306
3%
298
3%
ranked
295
3%
291
3%
Ranked
107
1%
107
1%
CASUAL
103
1%
102
1%
RANKED
96
<1%
96
<1%
Casual
84
<1%
84
<1%
ALL
10,000
100%
9,902
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
session_type
PROVIDES INFORMATION ON...
input_method
0.01
map_name
0.01
platform
0.01
region
0.01
is_featured_event
0.00
gpu_model
0.00
is_long_session
0.00
party_size
0.00
crash_flag
0.00
build_version
0.00

THESE FEATURES
GIVE INFORMATION
ON session_type:
map_name
0.01
input_method
0.01
platform
0.01
region
0.01
is_featured_event
0.00
is_long_session
0.00
party_size
0.00
gpu_model
0.00
crash_flag
0.00
build_version
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
session_type
CORRELATION RATIO WITH...
session_length_s
0.04
avg_fps
0.03
device_temp_c
0.03
ping_ms
0.02
is_long_session
MISSING:
---
---
TOP CATEGORIES
Yes
1,533
15%
1,533
15%
True
1,500
15%
1,500
15%
1
1,494
15%
1,494
15%
true
1,472
15%
1,472
15%
False
1,022
10%
994
10%
false
1,001
10%
977
10%
0
994
10%
973
10%
No
984
10%
959
10%
ALL
10,000
100%
9,902
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
is_long_session
PROVIDES INFORMATION ON...
input_method
0.00
map_name
0.00
region
0.00
platform
0.00
session_type
0.00
crash_flag
0.00
gpu_model
0.00
party_size
0.00
is_featured_event
0.00
build_version
0.00

THESE FEATURES
GIVE INFORMATION
ON is_long_session:
map_name
0.01
region
0.01
platform
0.01
input_method
0.01
session_type
0.00
crash_flag
0.00
party_size
0.00
build_version
0.00
is_featured_event
0.00
gpu_model
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
is_long_session
CORRELATION RATIO WITH...
session_length_s
0.11
avg_fps
0.03
ping_ms
0.03
device_temp_c
0.02