Datasets:

alihassan1437
/

causalrec-bench

user_id int64 2 50k	item_id int64 1 4k	domain stringclasses 2 values	age_group stringclasses 3 values	gender stringclasses 2 values	income stringclasses 3 values	life_stage stringclasses 4 values	season stringclasses 4 values	new_user stringclasses 2 values	category stringclasses 14 values	price_tier stringclasses 6 values	popularity stringclasses 3 values	promotion stringclasses 2 values	item_age stringclasses 2 values	avg_position int64 1 10	seasonal_relevance stringclasses 5 values	clicked bool 2 classes	purchased bool 2 classes	genuine_match float64 0.02 0.55	click_cause stringclasses 6 values	position_bias float64 0.01 0.25
2	2,211	streaming	senior	female	medium	parent	summer	cold_start	drama	medium	low	not_promoted	new	2	all_seasons	true	true	0.3875	genuine_preference	0.18
2	3,336	streaming	senior	female	medium	parent	summer	cold_start	documentary	medium	low	not_promoted	established	8	all_seasons	false	false	0.305	no_click	0.02
2	2,989	streaming	senior	female	medium	parent	summer	cold_start	drama	long	high	not_promoted	established	8	summer	false	false	0.2875	no_click	0.02
2	3,515	streaming	senior	female	medium	parent	summer	cold_start	documentary	long	high	not_promoted	established	5	all_seasons	false	false	0.205	no_click	0.06
2	3,571	streaming	senior	female	medium	parent	summer	cold_start	comedy	medium	low	not_promoted	established	6	all_seasons	false	false	0.3237	no_click	0.04
2	3,120	streaming	senior	female	medium	parent	summer	cold_start	comedy	short	medium	promoted	established	10	autumn	false	false	0.2238	no_click	0.01
2	3,902	streaming	senior	female	medium	parent	summer	cold_start	thriller	medium	high	not_promoted	established	1	all_seasons	true	false	0.2038	popularity_bias	0.25
2	3,136	streaming	senior	female	medium	parent	summer	cold_start	documentary	medium	high	not_promoted	new	7	all_seasons	false	false	0.305	no_click	0.03
2	2,370	streaming	senior	female	medium	parent	summer	cold_start	drama	long	low	not_promoted	established	10	all_seasons	false	false	0.2875	no_click	0.01
2	3,341	streaming	senior	female	medium	parent	summer	cold_start	drama	long	low	not_promoted	established	2	all_seasons	false	false	0.2875	no_click	0.18
2	3,865	streaming	senior	female	medium	parent	summer	cold_start	action	long	high	not_promoted	established	6	all_seasons	false	false	0.1075	no_click	0.04
2	3,584	streaming	senior	female	medium	parent	summer	cold_start	thriller	medium	high	not_promoted	established	3	all_seasons	false	false	0.2038	no_click	0.13
2	3,343	streaming	senior	female	medium	parent	summer	cold_start	drama	medium	low	not_promoted	established	6	winter	false	false	0.3875	no_click	0.04
2	2,123	streaming	senior	female	medium	parent	summer	cold_start	action	long	high	not_promoted	established	9	all_seasons	false	false	0.1075	no_click	0.01
2	3,248	streaming	senior	female	medium	parent	summer	cold_start	documentary	medium	medium	not_promoted	new	7	all_seasons	true	false	0.305	genuine_preference	0.03
2	2,426	streaming	senior	female	medium	parent	summer	cold_start	drama	short	low	not_promoted	new	6	all_seasons	false	false	0.2875	no_click	0.04
2	3,104	streaming	senior	female	medium	parent	summer	cold_start	thriller	medium	medium	promoted	established	2	all_seasons	true	false	0.2038	promotion_bias	0.18
2	2,348	streaming	senior	female	medium	parent	summer	cold_start	action	medium	low	not_promoted	established	5	all_seasons	false	false	0.2075	no_click	0.06
2	3,523	streaming	senior	female	medium	parent	summer	cold_start	action	short	medium	not_promoted	established	7	all_seasons	false	false	0.1075	no_click	0.03
2	2,507	streaming	senior	female	medium	parent	summer	cold_start	drama	short	low	promoted	established	1	autumn	true	false	0.2875	promotion_bias	0.25
2	3,365	streaming	senior	female	medium	parent	summer	cold_start	drama	medium	low	not_promoted	established	7	all_seasons	false	false	0.3875	no_click	0.03
2	2,813	streaming	senior	female	medium	parent	summer	cold_start	documentary	short	medium	not_promoted	established	2	all_seasons	false	false	0.205	no_click	0.18
2	3,524	streaming	senior	female	medium	parent	summer	cold_start	documentary	short	low	not_promoted	established	1	autumn	true	true	0.205	position_bias	0.25
2	2,657	streaming	senior	female	medium	parent	summer	cold_start	documentary	medium	low	promoted	established	2	all_seasons	true	false	0.305	genuine_preference	0.18
2	3,763	streaming	senior	female	medium	parent	summer	cold_start	action	medium	low	not_promoted	established	10	summer	false	false	0.2075	no_click	0.01
2	2,687	streaming	senior	female	medium	parent	summer	cold_start	comedy	medium	low	promoted	established	8	summer	false	false	0.3237	no_click	0.02
2	3,450	streaming	senior	female	medium	parent	summer	cold_start	thriller	medium	low	not_promoted	established	1	all_seasons	false	false	0.2038	no_click	0.25
2	3,942	streaming	senior	female	medium	parent	summer	cold_start	comedy	medium	medium	promoted	established	10	all_seasons	false	false	0.3237	no_click	0.01
3	1,514	ecommerce	middle	male	medium	parent	summer	cold_start	health	budget	high	not_promoted	new	3	all_seasons	false	false	0.1229	no_click	0.13
3	1,092	ecommerce	middle	male	medium	parent	summer	cold_start	home	mid_range	low	promoted	established	5	winter	false	false	0.3174	no_click	0.06
3	270	ecommerce	middle	male	medium	parent	summer	cold_start	home	mid_range	low	promoted	established	2	all_seasons	true	false	0.3174	genuine_preference	0.18
3	675	ecommerce	middle	male	medium	parent	summer	cold_start	clothing	budget	low	promoted	established	7	all_seasons	false	false	0.1268	no_click	0.03
3	1,085	ecommerce	middle	male	medium	parent	summer	cold_start	food	budget	medium	not_promoted	established	8	all_seasons	false	false	0.2086	no_click	0.02
3	1,744	ecommerce	middle	male	medium	parent	summer	cold_start	books	premium	low	promoted	established	6	spring	false	false	0.1662	no_click	0.04
3	1,219	ecommerce	middle	male	medium	parent	summer	cold_start	food	budget	medium	promoted	established	5	all_seasons	false	false	0.2086	no_click	0.06
3	215	ecommerce	middle	male	medium	parent	summer	cold_start	electronics	budget	low	not_promoted	established	10	spring	false	false	0.2047	no_click	0.01
3	1,166	ecommerce	middle	male	medium	parent	summer	cold_start	health	premium	high	not_promoted	established	9	autumn	true	true	0.1429	popularity_bias	0.01
3	1,876	ecommerce	middle	male	medium	parent	summer	cold_start	clothing	budget	medium	not_promoted	established	3	all_seasons	false	false	0.1268	no_click	0.13
3	796	ecommerce	middle	male	medium	parent	summer	cold_start	food	mid_range	high	not_promoted	established	9	all_seasons	false	false	0.3486	no_click	0.01
3	1,648	ecommerce	middle	male	medium	parent	summer	cold_start	books	mid_range	medium	not_promoted	established	10	spring	true	false	0.2862	mixed	0.01
3	1,737	ecommerce	middle	male	medium	parent	summer	cold_start	electronics	premium	low	not_promoted	established	10	all_seasons	true	false	0.2247	mixed	0.01
3	334	ecommerce	middle	male	medium	parent	summer	cold_start	clothing	premium	medium	not_promoted	established	10	autumn	false	false	0.1468	no_click	0.01
3	1,569	ecommerce	middle	male	medium	parent	summer	cold_start	health	budget	low	not_promoted	established	10	all_seasons	false	false	0.1229	no_click	0.01
3	266	ecommerce	middle	male	medium	parent	summer	cold_start	food	budget	medium	promoted	new	7	all_seasons	false	false	0.2086	no_click	0.03
3	1,225	ecommerce	middle	male	medium	parent	summer	cold_start	health	budget	low	not_promoted	established	4	all_seasons	false	false	0.1229	no_click	0.09
3	305	ecommerce	middle	male	medium	parent	summer	cold_start	health	premium	high	not_promoted	established	10	all_seasons	true	false	0.1429	popularity_bias	0.01
3	1,805	ecommerce	middle	male	medium	parent	summer	cold_start	electronics	premium	low	promoted	established	9	all_seasons	false	false	0.2247	no_click	0.01
3	697	ecommerce	middle	male	medium	parent	summer	cold_start	home	budget	low	promoted	established	1	all_seasons	true	false	0.1774	promotion_bias	0.25
3	593	ecommerce	middle	male	medium	parent	summer	cold_start	clothing	premium	high	not_promoted	new	1	all_seasons	true	true	0.1468	popularity_bias	0.25
3	1,357	ecommerce	middle	male	medium	parent	summer	cold_start	books	premium	high	promoted	established	8	autumn	true	false	0.1662	promotion_bias	0.02
3	1,055	ecommerce	middle	male	medium	parent	summer	cold_start	health	budget	low	not_promoted	established	3	all_seasons	false	false	0.1229	no_click	0.13
3	144	ecommerce	middle	male	medium	parent	summer	cold_start	food	budget	medium	not_promoted	established	10	all_seasons	false	false	0.2086	no_click	0.01
3	1,882	ecommerce	middle	male	medium	parent	summer	cold_start	food	mid_range	low	promoted	established	7	all_seasons	false	false	0.3486	no_click	0.03
3	327	ecommerce	middle	male	medium	parent	summer	cold_start	home	budget	low	promoted	established	6	all_seasons	true	false	0.1774	promotion_bias	0.04
3	950	ecommerce	middle	male	medium	parent	summer	cold_start	books	mid_range	low	promoted	established	7	summer	false	false	0.2862	no_click	0.03
3	1,839	ecommerce	middle	male	medium	parent	summer	cold_start	books	mid_range	low	promoted	established	10	autumn	true	false	0.2862	promotion_bias	0.01
3	291	ecommerce	middle	male	medium	parent	summer	cold_start	books	budget	low	not_promoted	established	6	all_seasons	false	false	0.1462	no_click	0.04
3	843	ecommerce	middle	male	medium	parent	summer	cold_start	home	mid_range	medium	not_promoted	established	6	all_seasons	true	true	0.3174	genuine_preference	0.04
3	1,090	ecommerce	middle	male	medium	parent	summer	cold_start	electronics	mid_range	medium	not_promoted	established	4	all_seasons	false	false	0.3447	no_click	0.09
3	1,247	ecommerce	middle	male	medium	parent	summer	cold_start	books	budget	low	not_promoted	established	1	all_seasons	true	false	0.1462	position_bias	0.25
3	180	ecommerce	middle	male	medium	parent	summer	cold_start	electronics	budget	low	not_promoted	established	1	winter	true	false	0.2047	position_bias	0.25
3	756	ecommerce	middle	male	medium	parent	summer	cold_start	food	premium	medium	not_promoted	established	2	all_seasons	false	false	0.2286	no_click	0.18
3	324	ecommerce	middle	male	medium	parent	summer	cold_start	electronics	budget	high	not_promoted	established	4	all_seasons	true	false	0.2047	popularity_bias	0.09
3	975	ecommerce	middle	male	medium	parent	summer	cold_start	electronics	premium	low	promoted	new	9	all_seasons	true	false	0.2247	promotion_bias	0.01
3	508	ecommerce	middle	male	medium	parent	summer	cold_start	books	mid_range	medium	promoted	established	1	summer	true	true	0.2862	promotion_bias	0.25
3	77	ecommerce	middle	male	medium	parent	summer	cold_start	books	budget	low	promoted	established	2	all_seasons	true	false	0.1462	promotion_bias	0.18
3	164	ecommerce	middle	male	medium	parent	summer	cold_start	clothing	premium	low	not_promoted	established	8	autumn	true	false	0.1468	mixed	0.02
3	676	ecommerce	middle	male	medium	parent	summer	cold_start	food	mid_range	high	not_promoted	established	8	all_seasons	false	false	0.3486	no_click	0.02
3	1,956	ecommerce	middle	male	medium	parent	summer	cold_start	clothing	mid_range	high	promoted	new	5	all_seasons	true	false	0.2668	promotion_bias	0.06
3	1,368	ecommerce	middle	male	medium	parent	summer	cold_start	food	budget	high	not_promoted	established	6	all_seasons	true	false	0.2086	popularity_bias	0.04
3	409	ecommerce	middle	male	medium	parent	summer	cold_start	electronics	budget	medium	not_promoted	established	7	summer	false	false	0.2047	no_click	0.03
3	1,759	ecommerce	middle	male	medium	parent	summer	cold_start	clothing	mid_range	low	not_promoted	established	4	autumn	false	false	0.2668	no_click	0.09
3	72	ecommerce	middle	male	medium	parent	summer	cold_start	outdoor	budget	medium	not_promoted	established	10	all_seasons	false	false	0.1735	no_click	0.01
3	439	ecommerce	middle	male	medium	parent	summer	cold_start	home	premium	low	not_promoted	established	9	summer	false	false	0.1974	no_click	0.01
3	1,019	ecommerce	middle	male	medium	parent	summer	cold_start	books	mid_range	high	promoted	new	5	spring	true	false	0.2862	promotion_bias	0.06
3	276	ecommerce	middle	male	medium	parent	summer	cold_start	outdoor	budget	low	not_promoted	established	6	autumn	true	false	0.1735	mixed	0.04
3	1,527	ecommerce	middle	male	medium	parent	summer	cold_start	electronics	budget	medium	not_promoted	established	1	spring	true	true	0.2047	position_bias	0.25
3	1,702	ecommerce	middle	male	medium	parent	summer	cold_start	books	mid_range	high	promoted	established	10	spring	true	false	0.2862	promotion_bias	0.01
3	907	ecommerce	middle	male	medium	parent	summer	cold_start	outdoor	mid_range	high	not_promoted	new	6	autumn	false	false	0.3135	no_click	0.04
3	996	ecommerce	middle	male	medium	parent	summer	cold_start	electronics	budget	low	not_promoted	established	2	all_seasons	false	false	0.2047	no_click	0.18
3	956	ecommerce	middle	male	medium	parent	summer	cold_start	electronics	premium	low	not_promoted	established	8	autumn	false	false	0.2247	no_click	0.02
3	1,539	ecommerce	middle	male	medium	parent	summer	cold_start	home	mid_range	low	not_promoted	established	4	all_seasons	true	false	0.3174	genuine_preference	0.09
3	111	ecommerce	middle	male	medium	parent	summer	cold_start	home	premium	medium	not_promoted	established	8	all_seasons	false	false	0.1974	no_click	0.02
3	300	ecommerce	middle	male	medium	parent	summer	cold_start	electronics	mid_range	low	promoted	established	2	all_seasons	true	false	0.3447	genuine_preference	0.18
3	857	ecommerce	middle	male	medium	parent	summer	cold_start	electronics	budget	low	promoted	established	6	all_seasons	true	false	0.2047	promotion_bias	0.04
3	786	ecommerce	middle	male	medium	parent	summer	cold_start	food	mid_range	medium	not_promoted	established	6	all_seasons	false	false	0.3486	no_click	0.04
3	325	ecommerce	middle	male	medium	parent	summer	cold_start	electronics	mid_range	high	not_promoted	established	2	all_seasons	true	false	0.3447	genuine_preference	0.18
3	1,462	ecommerce	middle	male	medium	parent	summer	cold_start	electronics	premium	low	not_promoted	established	5	all_seasons	false	false	0.2247	no_click	0.06
3	1,348	ecommerce	middle	male	medium	parent	summer	cold_start	electronics	mid_range	low	not_promoted	established	4	summer	false	false	0.3447	no_click	0.09
3	1,752	ecommerce	middle	male	medium	parent	summer	cold_start	books	budget	medium	not_promoted	established	6	all_seasons	false	false	0.1462	no_click	0.04
3	506	ecommerce	middle	male	medium	parent	summer	cold_start	home	mid_range	low	promoted	established	2	all_seasons	true	true	0.3174	genuine_preference	0.18
3	341	ecommerce	middle	male	medium	parent	summer	cold_start	outdoor	budget	medium	promoted	established	10	all_seasons	false	false	0.1735	no_click	0.01
3	1,038	ecommerce	middle	male	medium	parent	summer	cold_start	electronics	budget	medium	not_promoted	established	2	all_seasons	true	true	0.2047	position_bias	0.18
3	888	ecommerce	middle	male	medium	parent	summer	cold_start	electronics	premium	low	not_promoted	established	5	autumn	false	false	0.2247	no_click	0.06
3	61	ecommerce	middle	male	medium	parent	summer	cold_start	books	budget	low	not_promoted	established	8	all_seasons	false	false	0.1462	no_click	0.02
3	265	ecommerce	middle	male	medium	parent	summer	cold_start	clothing	budget	high	not_promoted	new	10	all_seasons	false	false	0.1268	no_click	0.01
3	452	ecommerce	middle	male	medium	parent	summer	cold_start	home	mid_range	low	promoted	established	4	all_seasons	false	false	0.3174	no_click	0.09
3	788	ecommerce	middle	male	medium	parent	summer	cold_start	clothing	budget	low	promoted	established	2	all_seasons	true	false	0.1268	promotion_bias	0.18
3	546	ecommerce	middle	male	medium	parent	summer	cold_start	outdoor	premium	high	not_promoted	established	5	all_seasons	false	false	0.1935	no_click	0.06
3	412	ecommerce	middle	male	medium	parent	summer	cold_start	home	premium	medium	not_promoted	established	2	summer	false	false	0.1974	no_click	0.18

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