rishabh-ranjan commited on
Commit
67ee664
·
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1 Parent(s): aca0af0

add preprocessed join-amazon-office

Browse files
.gitattributes CHANGED
@@ -422,3 +422,6 @@ join-se-superuser/offsets.rkyv filter=lfs diff=lfs merge=lfs -text
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  join-se-superuser/p2f_adj.rkyv filter=lfs diff=lfs merge=lfs -text
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  join-se-superuser/text.json filter=lfs diff=lfs merge=lfs -text
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  join-uw-std/nodes.rkyv filter=lfs diff=lfs merge=lfs -text
 
 
 
 
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  join-se-superuser/p2f_adj.rkyv filter=lfs diff=lfs merge=lfs -text
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  join-se-superuser/text.json filter=lfs diff=lfs merge=lfs -text
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  join-uw-std/nodes.rkyv filter=lfs diff=lfs merge=lfs -text
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+ join-amazon-office/nodes.rkyv filter=lfs diff=lfs merge=lfs -text
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+ join-amazon-office/offsets.rkyv filter=lfs diff=lfs merge=lfs -text
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+ join-amazon-office/p2f_adj.rkyv filter=lfs diff=lfs merge=lfs -text
join-amazon-office/column_index.json ADDED
@@ -0,0 +1 @@
 
 
1
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join-amazon-office/meta.json ADDED
@@ -0,0 +1,445 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
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+ "files": {
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+ "column_index": "column_index.json",
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+ "nodes": "nodes.rkyv",
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+ "offsets": "offsets.rkyv",
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+ "p2f_adj": "p2f_adj.rkyv",
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+ "table_info": "table_info.json",
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+ "text": "text.json"
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+ },
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+ "format_version": 1,
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+ "name": "join-amazon-office",
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+ "num_db_tables": 3,
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+ "num_nodes": 8362623,
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+ "num_task_tables": 42,
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+ "num_text_strings": 95800,
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+ "source": "stanford-rdl/the-join/join-amazon-office",
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+ "tasks": [
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+ {
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+ "entity_table": "products",
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+ "name": "new-product-cold-extended",
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+ "splits": [
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+ "train"
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+ ],
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+ "target_col": "cold_extended_repeat",
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+ "task_type": "binary_classification",
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+ "time_col": "timestamp"
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+ },
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+ {
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+ "entity_table": "products",
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+ "name": "new-product-cold-long-horizon",
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+ "train"
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+ ],
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+ "target_col": "cold_long_repeat",
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+ "task_type": "binary_classification",
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+ "time_col": "timestamp"
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+ },
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+ {
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+ "entity_table": "products",
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+ "name": "new-product-cold-medium",
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+ "splits": [
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+ "train"
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+ ],
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+ "target_col": "cold_medium_repeat",
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+ "task_type": "binary_classification",
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+ "time_col": "timestamp"
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+ },
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+ {
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+ "entity_table": "products",
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+ "name": "new-product-cold-repeat",
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+ "splits": [
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+ "train"
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+ ],
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+ "target_col": "cold_repeat",
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+ "task_type": "binary_classification",
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+ "time_col": "timestamp"
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+ },
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+ {
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+ "entity_table": "products",
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+ "name": "new-product-cold-short",
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+ "splits": [
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+ "train"
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+ ],
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+ "target_col": "cold_short_repeat",
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+ "task_type": "binary_classification",
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+ "time_col": "timestamp"
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+ },
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+ {
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+ "entity_table": "reviewers",
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+ "name": "new-reviewer-cold-extended",
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+ "splits": [
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+ "train"
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+ ],
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+ "target_col": "cold_extended_repeat",
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+ "task_type": "binary_classification",
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+ "time_col": "timestamp"
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+ },
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+ {
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+ "entity_table": "reviewers",
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+ "name": "new-reviewer-cold-long-horizon",
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+ "train"
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+ ],
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+ "target_col": "cold_long_repeat",
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+ "task_type": "binary_classification",
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+ "time_col": "timestamp"
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+ },
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+ {
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+ "entity_table": "reviewers",
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+ "name": "new-reviewer-cold-medium",
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+ "train"
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+ ],
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+ "target_col": "cold_medium_repeat",
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+ "task_type": "binary_classification",
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+ "time_col": "timestamp"
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+ },
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+ {
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+ "entity_table": "reviewers",
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+ "name": "new-reviewer-cold-repeat",
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+ "splits": [
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+ "train"
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+ ],
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+ "target_col": "cold_repeat",
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+ "task_type": "binary_classification",
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+ "time_col": "timestamp"
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+ },
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+ {
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+ "entity_table": "reviewers",
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+ "name": "new-reviewer-cold-short",
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+ "train"
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+ "target_col": "cold_short_repeat",
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+ "task_type": "binary_classification",
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+ "time_col": "timestamp"
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+ },
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+ {
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+ "entity_table": "products",
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+ "name": "product-detailed-reviews",
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+ "train"
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+ },
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+ {
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+ "entity_table": "products",
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+ "name": "product-distinct-raters",
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+ "train"
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+ "time_col": "timestamp"
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+ },
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+ {
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+ "entity_table": "products",
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+ "name": "product-distinct-reviewers",
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+ "train"
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+ ],
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+ "target_col": "n_distinct_reviewers",
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+ "task_type": "regression",
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+ "time_col": "timestamp"
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+ },
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+ {
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+ "entity_table": "products",
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+ "name": "product-high-rating",
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+ "train"
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+ ],
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+ "target_col": "high_rating_flag",
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+ "time_col": "timestamp"
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+ },
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+ {
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+ "entity_table": "products",
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+ "name": "product-multi-verified-rare",
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+ "splits": [
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+ "train"
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+ ],
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+ "target_col": "has_multi_verified",
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+ "task_type": "binary_classification",
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+ "time_col": "timestamp"
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+ },
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+ {
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+ "entity_table": "products",
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+ "name": "product-one-star-rare",
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+ "train"
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+ ],
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+ "target_col": "has_one_star",
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+ "task_type": "binary_classification",
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+ "time_col": "timestamp"
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+ },
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+ {
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+ "entity_table": "products",
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+ "name": "product-premium-review-rare",
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+ "splits": [
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+ "train"
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+ ],
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+ "target_col": "has_premium_review",
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+ "task_type": "binary_classification",
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+ "time_col": "timestamp"
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+ },
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+ {
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+ "entity_table": "products",
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+ "name": "product-rating-trend",
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+ "splits": [
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+ "train"
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+ ],
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+ "target_col": "rating_trend_up",
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+ "task_type": "binary_classification",
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+ "time_col": "timestamp"
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+ },
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+ {
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+ "entity_table": "products",
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+ "name": "product-rating-trend-reversal",
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+ "splits": [
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+ "train"
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+ ],
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+ "target_col": "rating_reversal",
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+ "task_type": "binary_classification",
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+ "time_col": "timestamp"
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+ },
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+ {
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+ "entity_table": "products",
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+ "name": "product-rating-volatility",
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+ "splits": [
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+ "train"
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+ ],
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+ "target_col": "rating_volatility",
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+ "task_type": "regression",
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+ "time_col": "timestamp"
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+ },
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+ {
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+ "entity_table": "products",
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+ "name": "product-review-count",
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+ "splits": [
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+ "train"
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+ ],
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+ "target_col": "review_count_next",
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+ "task_type": "regression",
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+ "time_col": "timestamp"
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+ },
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+ {
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+ "entity_table": "products",
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+ "name": "product-review-len-change",
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+ "splits": [
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+ "train"
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+ ],
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+ "target_col": "review_len_change",
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+ "task_type": "regression",
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+ "time_col": "timestamp"
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+ },
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+ {
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+ "entity_table": "products",
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+ "name": "product-review-len-concentration",
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+ "splits": [
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+ "train"
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+ ],
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+ "target_col": "review_len_concentration",
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+ "task_type": "regression",
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+ "time_col": "timestamp"
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+ },
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+ {
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+ "entity_table": "products",
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+ "name": "product-review-share",
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+ "splits": [
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+ "train"
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+ ],
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+ "target_col": "review_share",
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+ "task_type": "regression",
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+ "time_col": "timestamp"
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+ },
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+ {
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+ "entity_table": "products",
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+ "name": "product-review-streak",
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+ "splits": [
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+ "train"
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+ ],
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+ "target_col": "max_streak",
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+ "task_type": "regression",
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+ "time_col": "timestamp"
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+ },
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+ {
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+ "entity_table": "products",
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+ "name": "product-time-until-next-review",
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+ "splits": [
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+ "train"
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+ ],
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+ "target_col": "days_to_next",
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+ "task_type": "regression",
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+ "time_col": "timestamp"
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+ },
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+ {
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+ "entity_table": "products",
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+ "name": "product-top-rated",
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+ "splits": [
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+ "train"
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+ ],
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+ "target_col": "is_top_rated",
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+ "task_type": "binary_classification",
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+ "time_col": "timestamp"
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+ },
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+ {
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+ "entity_table": "products",
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+ "name": "product-verified-burst-rare",
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+ "splits": [
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+ "train"
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+ ],
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+ "target_col": "has_verified_burst",
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+ "task_type": "binary_classification",
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+ "time_col": "timestamp"
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+ },
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+ {
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+ "entity_table": "products",
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+ "name": "product-verified-rare-next",
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+ "splits": [
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+ "train"
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+ ],
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+ "target_col": "has_verified_rare",
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+ "task_type": "binary_classification",
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+ "time_col": "timestamp"
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+ },
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+ {
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+ "entity_table": "reviewers",
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+ "name": "reviewer-active-next",
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+ "splits": [
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+ "train"
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+ ],
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+ "target_col": "is_active_next",
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+ "task_type": "binary_classification",
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+ "time_col": "timestamp"
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+ },
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+ {
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+ "entity_table": "reviewers",
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+ "name": "reviewer-avg-rating",
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+ "splits": [
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+ "train"
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+ ],
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+ "target_col": "avg_rating_next",
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+ "task_type": "regression",
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+ "time_col": "timestamp"
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+ },
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+ {
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+ "entity_table": "reviewers",
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+ "name": "reviewer-churn",
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+ "splits": [
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+ "train"
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+ ],
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+ "target_col": "is_churned",
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+ "task_type": "binary_classification",
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+ "time_col": "timestamp"
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+ },
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+ {
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+ "entity_table": "reviewers",
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+ "name": "reviewer-distinct-products",
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+ "splits": [
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+ "train"
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+ ],
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+ "target_col": "n_distinct_products",
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+ "task_type": "regression",
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+ "time_col": "timestamp"
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+ },
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+ {
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+ "entity_table": "reviewers",
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+ "name": "reviewer-long-review-rare",
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+ "splits": [
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+ "train"
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+ ],
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+ "target_col": "has_long_review",
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+ "task_type": "binary_classification",
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+ "time_col": "timestamp"
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+ },
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+ {
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+ "entity_table": "reviewers",
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+ "name": "reviewer-multi-one-star",
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+ "splits": [
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+ "train"
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+ ],
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+ "target_col": "has_multi_one_star",
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+ "task_type": "binary_classification",
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+ "time_col": "timestamp"
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+ },
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+ {
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+ "entity_table": "reviewers",
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+ "name": "reviewer-multi-verified-rare",
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+ "splits": [
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+ "train"
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+ ],
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+ "target_col": "has_multi_verified",
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+ "task_type": "binary_classification",
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+ "time_col": "timestamp"
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+ },
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+ {
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+ "entity_table": "reviewers",
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+ "name": "reviewer-one-star-rare",
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+ "splits": [
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+ "train"
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+ ],
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+ "target_col": "has_one_star",
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+ "task_type": "binary_classification",
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+ "time_col": "timestamp"
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+ },
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+ {
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+ "entity_table": "reviewers",
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+ "name": "reviewer-rating-per-len",
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+ "splits": [
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+ "train"
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+ ],
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+ "target_col": "rating_per_len",
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+ "task_type": "regression",
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+ "time_col": "timestamp"
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+ },
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+ {
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+ "entity_table": "reviewers",
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+ "name": "reviewer-return",
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+ "splits": [
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+ "train"
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+ ],
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+ "target_col": "will_return",
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+ "task_type": "binary_classification",
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+ "time_col": "timestamp"
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+ },
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+ {
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+ "entity_table": "reviewers",
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+ "name": "reviewer-review-streak",
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+ "splits": [
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+ "train"
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+ ],
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+ "target_col": "max_streak",
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+ "task_type": "regression",
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+ "time_col": "timestamp"
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+ },
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+ {
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+ "entity_table": "reviewers",
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+ "name": "reviewer-time-until-next-review",
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+ "splits": [
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+ "train"
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+ ],
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+ "target_col": "days_to_next",
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+ "task_type": "regression",
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+ "time_col": "timestamp"
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+ },
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