Overview
Reproducibility

Table Overview

Columns	11
Rows	2,000
`NA`s	0
Duplicate Rows	0

Column Types

character	6
numeric	2
POSIXct	2
Date	1

Reproducibility Information

Scan Build Time	`2021-07-25 16:39:02`
pointblank Version	`0.8.0`
R Version	R version 4.1.0 (2021–05–18) Camp Pontanezen
Operating System	`x86_64-apple-darwin17.0`

player_id
character

Distinct	76 (3.80%)
`NA`s	0
`Inf`/`-Inf`	0

Common Values
String Lengths

Value	Count	Frequency
GAYIBLUCOEDJ732	102	5.1%
GSQJXIOKYMEA712	76	3.8%
QDUZJIETCAGW654	71	3.5%
JVBZCPKXHFMU491	66	3.3%
OMCVUAIKSDTR651	63	3.1%
QJGVOBLATIHW457	60	3.0%
ZPTIHNSVFYAQ146	60	3.0%
ICBAUZKGSQPF145	59	2.9%
PZBNRKSMULHX213	57	2.9%
Other Values (1330)	1330	66.5%

String Lengths

Mean	15.0
Minimum	15.0
Maximum	15.0

Histogram

session_id
character

Distinct	618 (30.90%)
`NA`s	0
`Inf`/`-Inf`	0

Common Values
String Lengths

Value	Count	Frequency
ECPANOIXLZHF896-xeb1mi4r	8	0.4%
NAOJRDMCSEBI281-c1vus3aq	8	0.4%
OMCVUAIKSDTR651-vokr4582	8	0.4%
PZBNRKSMULHX213-m2n6tk1i	8	0.4%
CHKURABTFZDE372-z9ybhjoq	7	0.4%
EQUDNGZICMAK482-y3dozwvs	7	0.4%
FXWDNKIUMJYR471-ihkydjm6	7	0.4%
JVBZCPKXHFMU491-bv5s894c	7	0.4%
MTCIWKOVASYP925-nu9dw3bo	7	0.4%
Other Values (1926)	1926	96.3%

String Lengths

Mean	24.0
Minimum	24.0
Maximum	24.0

Histogram

session_start
datetime

Distinct	618 (30.90%)
`NA`s	0
`Inf`/`-Inf`	0

time
datetime

Distinct	1,989 (99.45%)
`NA`s	0
`Inf`/`-Inf`	0

item_type
character

Distinct	2 (0.10%)
`NA`s	0
`Inf`/`-Inf`	0

Common Values
String Lengths

Value	Count	Frequency
ad	1553	77.6%
iap	447	22.4%
Other Values (0)	0	0.0%

String Lengths

Mean	2.2
Minimum	2.0
Maximum	3.0

Histogram

item_name
character

Distinct	24 (1.20%)
`NA`s	0
`Inf`/`-Inf`	0

Common Values
String Lengths

Value	Count	Frequency
ad_5sec	533	26.7%
ad_15sec	278	13.9%
ad_10sec	239	11.9%
ad_survey	184	9.2%
ad_30sec	154	7.7%
ad_20sec	111	5.5%
ad_playable	54	2.7%
offer4	54	2.7%
offer2	52	2.6%
Other Values (293)	293	14.6%

String Lengths

Mean	7.4
Minimum	5.0
Maximum	11.0

Histogram

item_revenue
numeric

Distinct	601 (30.05%)
`NA`s	0
`Inf`/`-Inf`	0

Mean	4.34
Minimum	0
Maximum	142.99

Quantile Statistics

Minimum	0.00
5th Percentile	0.02
Q1	0.09
Median	0.38
Q3	1.25
95th Percentile	21.99
Maximum	142.99
Range	142.98
IQR	1.16

Descriptive Statistics

Mean	4.34
Variance	174.46
Standard Deviation	13.21
Coefficient of Variation	3.04

Value	Count	Frequency
0.03	38	1.9%
0.05	38	1.9%
0.12	36	1.8%
0.02	35	1.8%
0.1	34	1.7%
0.08	33	1.7%
0.09	32	1.6%
0.11	26	1.3%
3.493	26	1.3%
Other Values (1678)	1678	83.9%

Maximum Values

Value	Count	Frequency
0.030	38	1.90%
0.050	38	1.90%
0.120	36	1.80%
0.020	35	1.75%
0.100	34	1.70%
0.080	33	1.65%
0.090	32	1.60%
0.110	26	1.30%
3.493	26	1.30%
0.040	24	1.20%

Minimum Values

Value	Count	Frequency
0.009	1	0.05%
0.021	1	0.05%
0.024	1	0.05%
0.025	1	0.05%
0.027	1	0.05%
0.030	1	0.05%
0.032	1	0.05%
0.034	1	0.05%
0.040	1	0.05%
0.046	1	0.05%

session_duration
numeric

Distinct	310 (15.50%)
`NA`s	0
`Inf`/`-Inf`	0

Mean	25.63
Minimum	3.2
Maximum	41

Quantile Statistics

Minimum	3.20
5th Percentile	8.20
Q1	18.50
Median	26.50
Q3	33.82
95th Percentile	39.50
Maximum	41.00
Range	37.80
IQR	15.32

Descriptive Statistics

Mean	25.63
Variance	91.25
Standard Deviation	9.55
Coefficient of Variation	0.37

Value	Count	Frequency
20.7	21	1.1%
35.2	21	1.1%
29.8	20	1.0%
41	20	1.0%
26.3	19	0.9%
28.8	19	0.9%
27.7	17	0.9%
30.9	17	0.9%
33.2	17	0.9%
Other Values (1813)	1813	90.6%

Maximum Values

Value	Count	Frequency
20.7	21	1.05%
35.2	21	1.05%
29.8	20	1.00%
41.0	20	1.00%
26.3	19	0.95%
28.8	19	0.95%
27.7	17	0.85%
30.9	17	0.85%
33.2	17	0.85%
17.4	16	0.80%

Minimum Values

Value	Count	Frequency
3.2	1	0.05%
3.6	1	0.05%
3.7	1	0.05%
4.6	1	0.05%
5.3	1	0.05%
5.4	1	0.05%
5.6	1	0.05%
6.3	1	0.05%
6.6	1	0.05%
7.4	1	0.05%

start_day
date

Distinct	20 (1.00%)
`NA`s	0
`Inf`/`-Inf`	0

acquisition
character

Distinct	6 (0.30%)
`NA`s	0
`Inf`/`-Inf`	0

Common Values
String Lengths

Value	Count	Frequency
organic	1038	51.9%
google	388	19.4%
other_campaign	267	13.4%
facebook	168	8.4%
crosspromo	114	5.7%
apple	25	1.2%
Other Values (0)	0	0.0%

String Lengths

Mean	8.0
Minimum	5.0
Maximum	14.0

Histogram

country
character

Distinct	23 (1.15%)
`NA`s	0
`Inf`/`-Inf`	0

Common Values
String Lengths

Value	Count	Frequency
United States	397	19.9%
Germany	225	11.2%
Switzerland	131	6.6%
India	129	6.5%
Egypt	124	6.2%
South Africa	94	4.7%
France	81	4.0%
Australia	78	3.9%
Mexico	76	3.8%
Other Values (594)	594	29.7%

String Lengths

Mean	8.5
Minimum	5.0
Maximum	14.0

Histogram

	player_id	session_id	session_start	time	item_type	item_name	item_revenue	session_duration	start_day	acquisition	country
1	ECPANOIXLZHF896	ECPANOIXLZHF896-eol2j8bs	2015-01-01 01:31:03	2015-01-01 01:31:27	iap	offer2	8.991	16.3	2015-01-01	google	Germany
2	ECPANOIXLZHF896	ECPANOIXLZHF896-eol2j8bs	2015-01-01 01:31:03	2015-01-01 01:36:57	iap	gems3	22.491	16.3	2015-01-01	google	Germany
3	ECPANOIXLZHF896	ECPANOIXLZHF896-eol2j8bs	2015-01-01 01:31:03	2015-01-01 01:37:45	iap	gold7	107.991	16.3	2015-01-01	google	Germany
4	ECPANOIXLZHF896	ECPANOIXLZHF896-eol2j8bs	2015-01-01 01:31:03	2015-01-01 01:42:33	ad	ad_20sec	0.760	16.3	2015-01-01	google	Germany
5	ECPANOIXLZHF896	ECPANOIXLZHF896-hdu9jkls	2015-01-01 11:50:02	2015-01-01 11:55:20	ad	ad_5sec	0.030	35.2	2015-01-01	google	Germany
6..1995
1996	NAOJRDMCSEBI281	NAOJRDMCSEBI281-j2vs9ilp	2015-01-21 01:57:50	2015-01-21 02:02:50	ad	ad_survey	1.332	25.8	2015-01-11	organic	Norway
1997	NAOJRDMCSEBI281	NAOJRDMCSEBI281-j2vs9ilp	2015-01-21 01:57:50	2015-01-21 02:22:14	ad	ad_survey	1.350	25.8	2015-01-11	organic	Norway
1998	RMOSWHJGELCI675	RMOSWHJGELCI675-vbhcsmtr	2015-01-21 02:39:48	2015-01-21 02:40:00	ad	ad_5sec	0.030	8.4	2015-01-10	other_campaign	France
1999	RMOSWHJGELCI675	RMOSWHJGELCI675-vbhcsmtr	2015-01-21 02:39:48	2015-01-21 02:47:12	iap	offer5	26.091	8.4	2015-01-10	other_campaign	France
2000	GJCXNTWEBIPQ369	GJCXNTWEBIPQ369-9elq67md	2015-01-21 03:59:23	2015-01-21 04:06:29	ad	ad_5sec	0.120	18.5	2015-01-14	organic	United States

Overview of `pointblank::game_revenue`

Variables

Interactions

Missing Values

Sample

Overview of pointblank::game_revenue

Variables

Interactions

Missing Values

Sample

Overview of `pointblank::game_revenue`