add preprocessed join-amazon-gift-cards
Browse files- .gitattributes +3 -0
- join-amazon-gift-cards/column_index.json +1 -0
- join-amazon-gift-cards/meta.json +215 -0
- join-amazon-gift-cards/nodes.rkyv +3 -0
- join-amazon-gift-cards/offsets.rkyv +3 -0
- join-amazon-gift-cards/p2f_adj.rkyv +3 -0
- join-amazon-gift-cards/table_info.json +1 -0
- join-amazon-gift-cards/text.json +1 -0
- join-amazon-gift-cards/text_emb_all-MiniLM-L12-v2.bin +3 -0
.gitattributes
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@@ -112,3 +112,6 @@ join-amazon-automotive/p2f_adj.rkyv filter=lfs diff=lfs merge=lfs -text
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join-bird-debit-card-specializing/nodes.rkyv filter=lfs diff=lfs merge=lfs -text
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join-bird-debit-card-specializing/offsets.rkyv filter=lfs diff=lfs merge=lfs -text
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join-bird-debit-card-specializing/p2f_adj.rkyv filter=lfs diff=lfs merge=lfs -text
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join-bird-debit-card-specializing/nodes.rkyv filter=lfs diff=lfs merge=lfs -text
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join-bird-debit-card-specializing/offsets.rkyv filter=lfs diff=lfs merge=lfs -text
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join-bird-debit-card-specializing/p2f_adj.rkyv filter=lfs diff=lfs merge=lfs -text
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join-amazon-gift-cards/nodes.rkyv filter=lfs diff=lfs merge=lfs -text
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join-amazon-gift-cards/offsets.rkyv filter=lfs diff=lfs merge=lfs -text
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join-amazon-gift-cards/p2f_adj.rkyv filter=lfs diff=lfs merge=lfs -text
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join-amazon-gift-cards/column_index.json
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{"reviewer_id of reviewer-churn-5w":690,"is_returning_reviewer of reviewer-return":712,"title of products":11,"category of products":236,"product_id of product-rating-volatility":698,"product_id of product-rating-change":706,"avg_rating_next of product-avg-rating":735,"product_id of product-return-4w":722,"is_churned of reviewer-churn":716,"verified of reviews":245,"reviewer_id of reviewer-tun-5w":1,"product_id of product-churn-4w":694,"reviewer_id of reviewer-churn":714,"timestamp of product-time-until-next-review":704,"reviewer_id of reviewer-return-4w":730,"is_active of reviewer-active":752,"timestamp of reviewer-churn":715,"days_until_next_5w of reviewer-tun-5w":3,"product_id of product-tun-4w":269,"prod_days_until_next_4w of product-tun-4w":270,"timestamp of product-review-streak":9,"product_id of product-avg-rating":734,"churned_4w of reviewer-churn-4w":748,"reviewer_id of reviewer-churn-4w":746,"reviewer_id of reviewer-return":710,"is_high_rated of product-high-rated":743,"product_id of reviews":242,"product_id of product-rating-trend-reversal":738,"timestamp of product-tun-4w":271,"timestamp of reviewer-active":751,"brand of products":159,"vote of reviews":246,"timestamp of reviewer-churn-4w":747,"reviewer_name of reviewers":273,"timestamp of product-avg-rating":736,"product_id of products":10,"rating_trend_flips of product-rating-trend-reversal":739,"n_reviews of products":239,"timestamp of reviewer-tun-4w":720,"reviewer_id of reviewer-active":750,"timestamp of product-return-4w":723,"product_id of product-top-rated":726,"timestamp of product-high-rated":744,"product_id of product-time-until-next-review":702,"longest_active_streak of product-review-streak":8,"timestamp of reviewer-return":711,"product_id of product-review-streak":6,"timestamp of product-top-rated":728,"timestamp of product-churn-4w":695,"is_top_rated_product of product-top-rated":727,"reviewer_id of reviewer-tun-4w":718,"timestamp of reviewer-churn-5w":691,"rating of reviews":243,"timestamp of reviewer-tun-5w":4,"rating_change_next of product-rating-change":707,"days_until_next_review of product-time-until-next-review":703,"returned_4w of reviewer-return-4w":732,"timestamp of product-rating-trend-reversal":740,"prod_churned_4w of product-churn-4w":696,"price of products":235,"timestamp of reviews":244,"timestamp of product-rating-volatility":700,"days_until_next_4w of reviewer-tun-4w":719,"prod_returned_4w of product-return-4w":724,"reviewer_id of reviews":241,"timestamp of product-rating-change":708,"timestamp of reviewer-return-4w":731,"avg_rating of products":238,"reviewer_id of reviewers":272,"churned_5w of reviewer-churn-5w":692,"product_id of product-high-rated":742,"review_len of reviews":267,"rating_stddev of product-rating-volatility":699}
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join-amazon-gift-cards/meta.json
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| 1 |
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{
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| 2 |
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"files": {
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| 3 |
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"column_index": "column_index.json",
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| 4 |
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"nodes": "nodes.rkyv",
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| 5 |
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"offsets": "offsets.rkyv",
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| 6 |
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"p2f_adj": "p2f_adj.rkyv",
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| 7 |
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"table_info": "table_info.json",
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| 8 |
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"text": "text.json"
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| 9 |
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},
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| 10 |
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"format_version": 1,
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| 11 |
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"name": "join-amazon-gift-cards",
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| 12 |
+
"num_db_tables": 3,
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| 13 |
+
"num_nodes": 29912,
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| 14 |
+
"num_task_tables": 19,
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| 15 |
+
"num_text_strings": 753,
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| 16 |
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"source": "stanford-rdl/the-join/join-amazon-gift-cards",
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| 17 |
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"tasks": [
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| 18 |
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{
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| 19 |
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"entity_table": "products",
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| 20 |
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"name": "product-avg-rating",
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| 21 |
+
"splits": [
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| 22 |
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"train"
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| 23 |
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],
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| 24 |
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"target_col": "avg_rating_next",
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| 25 |
+
"task_type": "regression",
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| 26 |
+
"time_col": "timestamp"
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| 27 |
+
},
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| 28 |
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{
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| 29 |
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"entity_table": "products",
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| 30 |
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"name": "product-churn-4w",
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| 31 |
+
"splits": [
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| 32 |
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"train"
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| 33 |
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],
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| 34 |
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"target_col": "prod_churned_4w",
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| 35 |
+
"task_type": "binary_classification",
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| 36 |
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"time_col": "timestamp"
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| 37 |
+
},
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| 38 |
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{
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| 39 |
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"entity_table": "products",
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| 40 |
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"name": "product-high-rated",
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| 41 |
+
"splits": [
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| 42 |
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"train"
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| 43 |
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],
|
| 44 |
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"target_col": "is_high_rated",
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| 45 |
+
"task_type": "binary_classification",
|
| 46 |
+
"time_col": "timestamp"
|
| 47 |
+
},
|
| 48 |
+
{
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| 49 |
+
"entity_table": "products",
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| 50 |
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"name": "product-rating-change",
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| 51 |
+
"splits": [
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| 52 |
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"train"
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| 53 |
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],
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| 54 |
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"target_col": "rating_change_next",
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| 55 |
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"task_type": "regression",
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| 56 |
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"time_col": "timestamp"
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| 57 |
+
},
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| 58 |
+
{
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| 59 |
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"entity_table": "products",
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| 60 |
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"name": "product-rating-trend-reversal",
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| 61 |
+
"splits": [
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| 62 |
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"train"
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| 63 |
+
],
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| 64 |
+
"target_col": "rating_trend_flips",
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| 65 |
+
"task_type": "binary_classification",
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| 66 |
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"time_col": "timestamp"
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| 67 |
+
},
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| 68 |
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{
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| 69 |
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"entity_table": "products",
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| 70 |
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"name": "product-rating-volatility",
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| 71 |
+
"splits": [
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| 72 |
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"train"
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| 73 |
+
],
|
| 74 |
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"target_col": "rating_stddev",
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| 75 |
+
"task_type": "regression",
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| 76 |
+
"time_col": "timestamp"
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| 77 |
+
},
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| 78 |
+
{
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| 79 |
+
"entity_table": "products",
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| 80 |
+
"name": "product-return-4w",
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| 81 |
+
"splits": [
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| 82 |
+
"train"
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| 83 |
+
],
|
| 84 |
+
"target_col": "prod_returned_4w",
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| 85 |
+
"task_type": "binary_classification",
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| 86 |
+
"time_col": "timestamp"
|
| 87 |
+
},
|
| 88 |
+
{
|
| 89 |
+
"entity_table": "products",
|
| 90 |
+
"name": "product-review-streak",
|
| 91 |
+
"splits": [
|
| 92 |
+
"train"
|
| 93 |
+
],
|
| 94 |
+
"target_col": "longest_active_streak",
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| 95 |
+
"task_type": "regression",
|
| 96 |
+
"time_col": "timestamp"
|
| 97 |
+
},
|
| 98 |
+
{
|
| 99 |
+
"entity_table": "products",
|
| 100 |
+
"name": "product-time-until-next-review",
|
| 101 |
+
"splits": [
|
| 102 |
+
"train"
|
| 103 |
+
],
|
| 104 |
+
"target_col": "days_until_next_review",
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| 105 |
+
"task_type": "regression",
|
| 106 |
+
"time_col": "timestamp"
|
| 107 |
+
},
|
| 108 |
+
{
|
| 109 |
+
"entity_table": "products",
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| 110 |
+
"name": "product-top-rated",
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| 111 |
+
"splits": [
|
| 112 |
+
"train"
|
| 113 |
+
],
|
| 114 |
+
"target_col": "is_top_rated_product",
|
| 115 |
+
"task_type": "binary_classification",
|
| 116 |
+
"time_col": "timestamp"
|
| 117 |
+
},
|
| 118 |
+
{
|
| 119 |
+
"entity_table": "products",
|
| 120 |
+
"name": "product-tun-4w",
|
| 121 |
+
"splits": [
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| 122 |
+
"train"
|
| 123 |
+
],
|
| 124 |
+
"target_col": "prod_days_until_next_4w",
|
| 125 |
+
"task_type": "regression",
|
| 126 |
+
"time_col": "timestamp"
|
| 127 |
+
},
|
| 128 |
+
{
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| 129 |
+
"entity_table": "reviewers",
|
| 130 |
+
"name": "reviewer-active",
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| 131 |
+
"splits": [
|
| 132 |
+
"train"
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| 133 |
+
],
|
| 134 |
+
"target_col": "is_active",
|
| 135 |
+
"task_type": "binary_classification",
|
| 136 |
+
"time_col": "timestamp"
|
| 137 |
+
},
|
| 138 |
+
{
|
| 139 |
+
"entity_table": "reviewers",
|
| 140 |
+
"name": "reviewer-churn",
|
| 141 |
+
"splits": [
|
| 142 |
+
"train"
|
| 143 |
+
],
|
| 144 |
+
"target_col": "is_churned",
|
| 145 |
+
"task_type": "binary_classification",
|
| 146 |
+
"time_col": "timestamp"
|
| 147 |
+
},
|
| 148 |
+
{
|
| 149 |
+
"entity_table": "reviewers",
|
| 150 |
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"name": "reviewer-churn-4w",
|
| 151 |
+
"splits": [
|
| 152 |
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"train"
|
| 153 |
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],
|
| 154 |
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"target_col": "churned_4w",
|
| 155 |
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"task_type": "binary_classification",
|
| 156 |
+
"time_col": "timestamp"
|
| 157 |
+
},
|
| 158 |
+
{
|
| 159 |
+
"entity_table": "reviewers",
|
| 160 |
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"name": "reviewer-churn-5w",
|
| 161 |
+
"splits": [
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| 162 |
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"train"
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| 163 |
+
],
|
| 164 |
+
"target_col": "churned_5w",
|
| 165 |
+
"task_type": "binary_classification",
|
| 166 |
+
"time_col": "timestamp"
|
| 167 |
+
},
|
| 168 |
+
{
|
| 169 |
+
"entity_table": "reviewers",
|
| 170 |
+
"name": "reviewer-return",
|
| 171 |
+
"splits": [
|
| 172 |
+
"train"
|
| 173 |
+
],
|
| 174 |
+
"target_col": "is_returning_reviewer",
|
| 175 |
+
"task_type": "binary_classification",
|
| 176 |
+
"time_col": "timestamp"
|
| 177 |
+
},
|
| 178 |
+
{
|
| 179 |
+
"entity_table": "reviewers",
|
| 180 |
+
"name": "reviewer-return-4w",
|
| 181 |
+
"splits": [
|
| 182 |
+
"train"
|
| 183 |
+
],
|
| 184 |
+
"target_col": "returned_4w",
|
| 185 |
+
"task_type": "binary_classification",
|
| 186 |
+
"time_col": "timestamp"
|
| 187 |
+
},
|
| 188 |
+
{
|
| 189 |
+
"entity_table": "reviewers",
|
| 190 |
+
"name": "reviewer-tun-4w",
|
| 191 |
+
"splits": [
|
| 192 |
+
"train"
|
| 193 |
+
],
|
| 194 |
+
"target_col": "days_until_next_4w",
|
| 195 |
+
"task_type": "regression",
|
| 196 |
+
"time_col": "timestamp"
|
| 197 |
+
},
|
| 198 |
+
{
|
| 199 |
+
"entity_table": "reviewers",
|
| 200 |
+
"name": "reviewer-tun-5w",
|
| 201 |
+
"splits": [
|
| 202 |
+
"train"
|
| 203 |
+
],
|
| 204 |
+
"target_col": "days_until_next_5w",
|
| 205 |
+
"task_type": "regression",
|
| 206 |
+
"time_col": "timestamp"
|
| 207 |
+
}
|
| 208 |
+
],
|
| 209 |
+
"text_embeddings": {
|
| 210 |
+
"all-MiniLM-L12-v2": {
|
| 211 |
+
"file": "text_emb_all-MiniLM-L12-v2.bin",
|
| 212 |
+
"d_text": 384
|
| 213 |
+
}
|
| 214 |
+
}
|
| 215 |
+
}
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join-amazon-gift-cards/nodes.rkyv
ADDED
|
@@ -0,0 +1,3 @@
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| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:6eeede1830c19ac2b520538e2e9189e24811408c684f7eb3299e7dfc8e776e99
|
| 3 |
+
size 7624792
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join-amazon-gift-cards/offsets.rkyv
ADDED
|
@@ -0,0 +1,3 @@
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| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:0cbde74663b78ae051db223a3b43926e15fe192ae81b5f5e56701e1e8f3c720a
|
| 3 |
+
size 239320
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join-amazon-gift-cards/p2f_adj.rkyv
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