v0.8 fixed wash + ensemble: 2026-04-27
Browse files- v0_8_metadata.json +667 -0
v0_8_metadata.json
ADDED
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@@ -0,0 +1,667 @@
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| 1 |
+
{
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| 2 |
+
"trained_at": "2026-04-27T12:00:40.349432+00:00",
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| 3 |
+
"data_run_date": "2026-04-25",
|
| 4 |
+
"llm_run_date": "2026-04-26",
|
| 5 |
+
"version": "v0.8-fixed-wash-ensemble",
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| 6 |
+
"description": "v0.7 features + tightened wash detection + dual-tree ensemble + bias correction",
|
| 7 |
+
"parent_version": "v0.7",
|
| 8 |
+
"changes_from_parent": [
|
| 9 |
+
"wash detection: row-level, \u226424h + \u22651.5x price gain",
|
| 10 |
+
"wash detection: dropped wallet concentration heuristic",
|
| 11 |
+
"dual-tree ensemble: tuned XGBoost + tuned LightGBM, log-space mean",
|
| 12 |
+
"val-derived bias correction (val_bias = -0.0781)",
|
| 13 |
+
"4x Optuna budget (120 trials per model)"
|
| 14 |
+
],
|
| 15 |
+
"splits": {
|
| 16 |
+
"train": {
|
| 17 |
+
"rows": 265240,
|
| 18 |
+
"start": "2022-01-28",
|
| 19 |
+
"end": "2023-09-30"
|
| 20 |
+
},
|
| 21 |
+
"val": {
|
| 22 |
+
"rows": 3545,
|
| 23 |
+
"start": "2023-10-01",
|
| 24 |
+
"end": "2023-12-31"
|
| 25 |
+
},
|
| 26 |
+
"test": {
|
| 27 |
+
"rows": 2744,
|
| 28 |
+
"start": "2024-01-01",
|
| 29 |
+
"end": "2024-05-04"
|
| 30 |
+
}
|
| 31 |
+
},
|
| 32 |
+
"feature_count": 212,
|
| 33 |
+
"feature_cols": [
|
| 34 |
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"pca_000",
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| 35 |
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"pca_001",
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| 36 |
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"pca_002",
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| 37 |
+
"pca_003",
|
| 38 |
+
"pca_004",
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| 39 |
+
"pca_005",
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| 40 |
+
"pca_006",
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| 41 |
+
"pca_007",
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| 42 |
+
"pca_008",
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| 43 |
+
"pca_009",
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| 44 |
+
"pca_010",
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| 45 |
+
"pca_011",
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| 46 |
+
"pca_012",
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| 47 |
+
"pca_013",
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| 48 |
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"pca_014",
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| 49 |
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"pca_015",
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| 50 |
+
"pca_016",
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| 51 |
+
"pca_017",
|
| 52 |
+
"pca_018",
|
| 53 |
+
"pca_019",
|
| 54 |
+
"pca_020",
|
| 55 |
+
"pca_021",
|
| 56 |
+
"pca_022",
|
| 57 |
+
"pca_023",
|
| 58 |
+
"pca_024",
|
| 59 |
+
"pca_025",
|
| 60 |
+
"pca_026",
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| 61 |
+
"pca_027",
|
| 62 |
+
"pca_028",
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| 63 |
+
"pca_029",
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| 64 |
+
"pca_030",
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| 65 |
+
"pca_031",
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| 66 |
+
"pca_032",
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| 67 |
+
"pca_033",
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| 68 |
+
"pca_034",
|
| 69 |
+
"pca_035",
|
| 70 |
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"pca_036",
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| 71 |
+
"pca_037",
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| 72 |
+
"pca_038",
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| 73 |
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"pca_039",
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| 74 |
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"pca_040",
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| 75 |
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"pca_041",
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| 76 |
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"pca_042",
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| 77 |
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"pca_043",
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| 78 |
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"pca_044",
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| 79 |
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"pca_045",
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| 80 |
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"pca_046",
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| 81 |
+
"pca_047",
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| 82 |
+
"pca_048",
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| 83 |
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"pca_049",
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| 84 |
+
"pca_050",
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| 85 |
+
"pca_051",
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| 86 |
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"pca_052",
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| 87 |
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"pca_053",
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| 88 |
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"pca_054",
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| 89 |
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"pca_055",
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| 90 |
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"pca_056",
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| 91 |
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"pca_057",
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| 92 |
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"pca_058",
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| 93 |
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"pca_059",
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| 94 |
+
"pca_060",
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| 95 |
+
"pca_061",
|
| 96 |
+
"pca_062",
|
| 97 |
+
"pca_063",
|
| 98 |
+
"len",
|
| 99 |
+
"n_digits",
|
| 100 |
+
"n_letters",
|
| 101 |
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"n_special",
|
| 102 |
+
"n_lower",
|
| 103 |
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"n_upper",
|
| 104 |
+
"is_palindrome",
|
| 105 |
+
"is_all_digits",
|
| 106 |
+
"is_all_letters",
|
| 107 |
+
"is_ascii",
|
| 108 |
+
"has_unicode",
|
| 109 |
+
"starts_digit",
|
| 110 |
+
"ends_digit",
|
| 111 |
+
"max_char_run",
|
| 112 |
+
"n_unique_chars",
|
| 113 |
+
"in_wikipedia",
|
| 114 |
+
"in_geonames",
|
| 115 |
+
"in_us_firstname",
|
| 116 |
+
"in_iso3166",
|
| 117 |
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"in_ticker",
|
| 118 |
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"in_sec_edgar",
|
| 119 |
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"in_wiktionary_en",
|
| 120 |
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"wordlist_hits",
|
| 121 |
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"club__prepunk_full_rankings",
|
| 122 |
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"club__firstnames_usa",
|
| 123 |
+
"club__finance_terms",
|
| 124 |
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"club__social_handles",
|
| 125 |
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"club__gamertags",
|
| 126 |
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"club__top_crypto_tickers",
|
| 127 |
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"club__common_english",
|
| 128 |
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"club__sports",
|
| 129 |
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"club__crypto_terms",
|
| 130 |
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"club__gamertags_double",
|
| 131 |
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"club__pokemon_gen4",
|
| 132 |
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"club__fine_art",
|
| 133 |
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"club__logistics",
|
| 134 |
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"club__top500_cities_usa",
|
| 135 |
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"club__natural_wonders",
|
| 136 |
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"club__familynames_usa",
|
| 137 |
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"club__top_nouns",
|
| 138 |
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"club__wikidata_top_fantasy_char",
|
| 139 |
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"club__holidays",
|
| 140 |
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"club__us_government",
|
| 141 |
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"club__top500_cities_global",
|
| 142 |
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"club__pokemon_gen3",
|
| 143 |
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"club__common_animals",
|
| 144 |
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"club__country_codes",
|
| 145 |
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"club__personas",
|
| 146 |
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"club__currency_symbols",
|
| 147 |
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"club__mythical_creatures",
|
| 148 |
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"club__pokemon_gen1",
|
| 149 |
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"club__catholicism",
|
| 150 |
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"club__historic_figures",
|
| 151 |
+
"club__luxury",
|
| 152 |
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"club__paranormal",
|
| 153 |
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|
| 154 |
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|
| 155 |
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|
| 156 |
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|
| 157 |
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|
| 158 |
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|
| 159 |
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|
| 160 |
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|
| 161 |
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|
| 162 |
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|
| 163 |
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"n_clubs",
|
| 164 |
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"trademark_conflict",
|
| 165 |
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|
| 166 |
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"prior_transfer_count",
|
| 167 |
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"fg_value",
|
| 168 |
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"eth_tvl_usd",
|
| 169 |
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"eth_stable_mcap",
|
| 170 |
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"eth_dex_volume",
|
| 171 |
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"nft_total_fee_usd",
|
| 172 |
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"fame_score",
|
| 173 |
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|
| 174 |
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|
| 175 |
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|
| 176 |
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|
| 177 |
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|
| 178 |
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|
| 179 |
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|
| 180 |
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|
| 181 |
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|
| 182 |
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| 183 |
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|
| 184 |
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|
| 185 |
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| 186 |
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|
| 187 |
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|
| 188 |
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|
| 189 |
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|
| 190 |
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|
| 191 |
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| 192 |
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|
| 193 |
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|
| 194 |
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|
| 195 |
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|
| 196 |
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| 197 |
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| 198 |
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| 199 |
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| 200 |
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| 201 |
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| 202 |
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| 203 |
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| 204 |
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| 205 |
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| 206 |
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| 207 |
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| 208 |
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| 209 |
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| 210 |
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| 211 |
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| 212 |
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| 213 |
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| 214 |
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| 215 |
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| 216 |
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| 217 |
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| 218 |
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| 219 |
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| 220 |
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| 221 |
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| 222 |
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| 223 |
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| 224 |
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| 225 |
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| 226 |
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| 227 |
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| 228 |
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| 229 |
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| 230 |
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| 231 |
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| 232 |
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| 233 |
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| 234 |
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| 235 |
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| 236 |
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| 237 |
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| 238 |
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| 239 |
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| 240 |
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| 241 |
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| 242 |
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| 244 |
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| 245 |
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| 246 |
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| 267 |
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| 269 |
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