rishabh-ranjan's picture
Add files using upload-large-folder tool
975d99b verified
Raw
History Blame Contribute Delete
8.28 kB
{
"files": {
"column_index": "column_index.json",
"nodes": "nodes.rkyv",
"offsets": "offsets.rkyv",
"p2f_adj": "p2f_adj.rkyv",
"table_info": "table_info.json",
"text": "text.json"
},
"format_version": 1,
"name": "join-amazon-tools",
"num_db_tables": 3,
"num_nodes": 9267745,
"num_task_tables": 32,
"num_text_strings": 160269,
"source": "stanford-rdl/the-join/join-amazon-tools",
"tasks": [
{
"entity_table": "products",
"name": "new-product-adoption-signal",
"splits": [
"train"
],
"target_col": "adopted",
"task_type": "binary_classification",
"time_col": "timestamp"
},
{
"entity_table": "products",
"name": "new-product-first-window-reorder",
"splits": [
"train"
],
"target_col": "reorder",
"task_type": "binary_classification",
"time_col": "timestamp"
},
{
"entity_table": "products",
"name": "new-product-long-horizon-reviews",
"splits": [
"train"
],
"target_col": "durable",
"task_type": "binary_classification",
"time_col": "timestamp"
},
{
"entity_table": "products",
"name": "new-product-repeat-reviews",
"splits": [
"train"
],
"target_col": "repeat",
"task_type": "binary_classification",
"time_col": "timestamp"
},
{
"entity_table": "products",
"name": "new-product-sustained-traction",
"splits": [
"train"
],
"target_col": "traction",
"task_type": "binary_classification",
"time_col": "timestamp"
},
{
"entity_table": "reviewers",
"name": "new-reviewer-debut-engagement",
"splits": [
"train"
],
"target_col": "engaged",
"task_type": "binary_classification",
"time_col": "timestamp"
},
{
"entity_table": "reviewers",
"name": "new-reviewer-long-horizon",
"splits": [
"train"
],
"target_col": "long_active",
"task_type": "binary_classification",
"time_col": "timestamp"
},
{
"entity_table": "reviewers",
"name": "new-reviewer-repeat-activity",
"splits": [
"train"
],
"target_col": "repeat",
"task_type": "binary_classification",
"time_col": "timestamp"
},
{
"entity_table": "reviewers",
"name": "new-reviewer-second-review-short",
"splits": [
"train"
],
"target_col": "second",
"task_type": "binary_classification",
"time_col": "timestamp"
},
{
"entity_table": "reviewers",
"name": "new-reviewer-verified-followup",
"splits": [
"train"
],
"target_col": "followup",
"task_type": "binary_classification",
"time_col": "timestamp"
},
{
"entity_table": "products",
"name": "product-avg-rating",
"splits": [
"train"
],
"target_col": "avg_rating_next",
"task_type": "regression",
"time_col": "timestamp"
},
{
"entity_table": "products",
"name": "product-distinct-reviewers",
"splits": [
"train"
],
"target_col": "distinct_reviewers_next",
"task_type": "regression",
"time_col": "timestamp"
},
{
"entity_table": "products",
"name": "product-high-rating",
"splits": [
"train"
],
"target_col": "high_rated_next",
"task_type": "binary_classification",
"time_col": "timestamp"
},
{
"entity_table": "products",
"name": "product-multi-negative-review",
"splits": [
"train"
],
"target_col": "neg_cluster",
"task_type": "binary_classification",
"time_col": "timestamp"
},
{
"entity_table": "products",
"name": "product-negative-review-event",
"splits": [
"train"
],
"target_col": "neg_hit",
"task_type": "binary_classification",
"time_col": "timestamp"
},
{
"entity_table": "products",
"name": "product-rating-change",
"splits": [
"train"
],
"target_col": "rating_change_next",
"task_type": "regression",
"time_col": "timestamp"
},
{
"entity_table": "products",
"name": "product-rating-trend",
"splits": [
"train"
],
"target_col": "rating_trending_up_next",
"task_type": "binary_classification",
"time_col": "timestamp"
},
{
"entity_table": "products",
"name": "product-review-spike-event",
"splits": [
"train"
],
"target_col": "spike",
"task_type": "binary_classification",
"time_col": "timestamp"
},
{
"entity_table": "products",
"name": "product-top-reviewed",
"splits": [
"train"
],
"target_col": "top_reviewed_next",
"task_type": "binary_classification",
"time_col": "timestamp"
},
{
"entity_table": "products",
"name": "product-unverified-review-rare",
"splits": [
"train"
],
"target_col": "unverified_hit",
"task_type": "binary_classification",
"time_col": "timestamp"
},
{
"entity_table": "reviewers",
"name": "reviewer-active",
"splits": [
"train"
],
"target_col": "is_active_next",
"task_type": "binary_classification",
"time_col": "timestamp"
},
{
"entity_table": "reviewers",
"name": "reviewer-avg-rating",
"splits": [
"train"
],
"target_col": "avg_rating_next",
"task_type": "regression",
"time_col": "timestamp"
},
{
"entity_table": "reviewers",
"name": "reviewer-churn",
"splits": [
"train"
],
"target_col": "churned_next",
"task_type": "binary_classification",
"time_col": "timestamp"
},
{
"entity_table": "reviewers",
"name": "reviewer-long-review-rare",
"splits": [
"train"
],
"target_col": "long_post",
"task_type": "binary_classification",
"time_col": "timestamp"
},
{
"entity_table": "reviewers",
"name": "reviewer-midrating-rare",
"splits": [
"train"
],
"target_col": "mid_event",
"task_type": "binary_classification",
"time_col": "timestamp"
},
{
"entity_table": "reviewers",
"name": "reviewer-multi-review-burst",
"splits": [
"train"
],
"target_col": "burst",
"task_type": "binary_classification",
"time_col": "timestamp"
},
{
"entity_table": "reviewers",
"name": "reviewer-negative-review-event",
"splits": [
"train"
],
"target_col": "neg_review",
"task_type": "binary_classification",
"time_col": "timestamp"
},
{
"entity_table": "reviewers",
"name": "reviewer-return",
"splits": [
"train"
],
"target_col": "returns_next",
"task_type": "binary_classification",
"time_col": "timestamp"
},
{
"entity_table": "reviewers",
"name": "reviewer-review-count",
"splits": [
"train"
],
"target_col": "review_count_next",
"task_type": "regression",
"time_col": "timestamp"
},
{
"entity_table": "reviewers",
"name": "reviewer-verbosity-per-star",
"splits": [
"train"
],
"target_col": "verbosity_per_star_next",
"task_type": "regression",
"time_col": "timestamp"
},
{
"entity_table": "reviewers",
"name": "reviewer-verified-purchase-rare",
"splits": [
"train"
],
"target_col": "will_verify",
"task_type": "binary_classification",
"time_col": "timestamp"
},
{
"entity_table": "reviewers",
"name": "reviewer-voted-review-rare",
"splits": [
"train"
],
"target_col": "got_vote",
"task_type": "binary_classification",
"time_col": "timestamp"
}
],
"text_embeddings": {
"all-MiniLM-L12-v2": {
"file": "text_emb_all-MiniLM-L12-v2.bin",
"d_text": 384
}
}
}