AgenticFinLab/PortBench-RawData
PortBench-RawData This repository contains the raw collected data and preprocessed asset files for PortBench. The data spans 2015–2025 across six heterogeneous asset classes: Equities, Bonds, Commodities, Real Estate, Cryptocurrency, and Cash. Repository Structure PortBench-RawData/ ├── raw_data/ # Raw collected data (~4.6 GB) │ ├── fred/ # FRED macroeconomic indicators (60 series) │ │ ├── bonds/… See the full description on the dataset page: https://huggingface.co/datasets/AgenticFinLab/PortBench-RawData.
21.2k
1date,open,high,low,close,volume
22015-01-02,49.30662536621094,49.30662536621094,49.30662536621094,49.30662536621094,300
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1892015-09-30,45.595929216112744,45.9329948425293,45.37377093124553,45.9329948425293,215200
1902015-10-01,46.03258356427492,46.03258356427492,45.373770952179584,45.726158142089844,29600
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1922015-10-05,47.610668892239694,47.77920024215664,47.610668892239694,47.71025466918945,5000
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1942015-10-07,48.10861191108426,48.23118150755711,47.76388400778884,48.2235221862793,11100
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1982015-10-13,48.568240440320515,48.99723248160102,48.506954193115234,48.506954193115234,219400
1992015-10-14,48.61420429384154,48.61420429384154,48.20819311666002,48.3154411315918,7100
2002015-10-15,48.36141439387453,48.859352111816406,48.238844794749944,48.859352111816406,9200
2012015-10-16,49.15044601119395,49.15044601119395,48.744431946433444,48.905303955078125,1700
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2042015-10-21,48.98192363841499,48.98192363841499,48.483985900878906,48.483985900878906,8900
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2092015-10-28,49.14279306055067,49.71733856201172,48.98958034236982,49.71733856201172,11400
2102015-10-29,49.54114580964106,49.5947698267449,49.35729287165353,49.456878662109375,93200
2112015-10-30,49.47219646524476,49.58710672767834,49.28833770751953,49.28833770751953,2800
2122015-11-02,49.37259929631324,49.97778782219285,49.37259929631324,49.924163818359375,3900
2132015-11-03,49.80926945202064,50.115694933601254,49.717345898752406,49.98546600341797,13400
2142015-11-04,49.81692103288891,49.81692103288891,49.63306812112666,49.67136764526367,3600
2152015-11-05,49.63306842160923,49.6943546740939,49.587106654535084,49.66371154785156,2300
2162015-11-06,49.747977101367624,49.80925750732422,49.48751345888258,49.80925750732422,7300
2172015-11-09,49.79394970057891,49.79394970057891,49.25770950317383,49.25770950317383,400
2182015-11-10,49.303669670542455,49.41857995040379,49.303669670542455,49.403255462646484,1400
2192015-11-11,49.22705702624104,49.280681035801855,49.066184997558594,49.066184997558594,1200
2202015-11-12,48.598880301243426,48.598880301243426,48.47631072998047,48.47631072998047,2900
2212015-11-13,47.89411024884967,48.03200139404791,47.733238220214844,47.733238220214844,1600
2222015-11-16,47.77920681698668,48.2924690246582,47.71026123453199,48.2924690246582,6600
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2242015-11-18,48.46100299642853,49.027889251708984,48.45334367454052,49.027889251708984,9100
2252015-11-19,48.76742298240185,48.836368560791016,48.7214582893792,48.836368560791016,1600
2262015-11-20,49.19641987887796,49.19641987887796,48.9129753112793,48.9129753112793,1900
2272015-11-23,48.912974386467894,49.11981404784191,48.85169105023344,48.874671936035156,2100
2282015-11-24,48.637193115879306,49.05852589898384,48.637193115879306,49.00490188598633,1500
2292015-11-25,48.897646838331184,49.05851885422263,48.897646838331184,49.01255416870117,2400
2302015-11-27,49.02022115428577,49.05086135864258,48.98957802763956,49.05086135864258,20600
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2322015-12-01,49.23470857882777,49.38792419433594,49.15810369336275,49.38792419433594,3800
2332015-12-02,49.495188449227186,49.495188449227186,48.851697264318325,48.9206428527832,3100
2342015-12-03,48.86701119591927,48.86701119591927,48.20819854736328,48.20819854736328,700
2352015-12-04,48.37672847352048,49.16576996315026,48.37672847352048,49.119808197021484,9600
2362015-12-07,48.951273399256266,48.951273399256266,48.575902420289886,48.73677444458008,2100
2372015-12-08,48.192879873329005,48.47632152204673,47.99370537154378,48.169898986816406,2800
2382015-12-09,48.36906747495689,48.5299395051236,47.79452200525635,47.85580825805664,2000
2392015-12-10,48.19286914436408,48.483972971972015,48.17754758267008,48.47631072998047,71900
2402015-12-11,47.549392330750415,47.549392330750415,47.15104037489506,47.21998596191406,16300
2412015-12-14,47.21996094398753,47.23528250212858,46.8216091991856,46.997802734375,4700
2422015-12-15,47.79452607161425,48.07030838810037,47.70259960688209,47.832828521728516,75500
2432015-12-16,48.223512605513605,48.522275754916556,47.90176565226412,48.506954193115234,3900
2442015-12-17,48.54525426642882,48.552916508099955,47.6872673034668,47.6872673034668,25000
2452015-12-18,47.34255546979578,47.37319860224845,47.01314910165451,47.12805938720703,6900
2462015-12-21,47.25827683104179,47.3885086511691,47.12804793320373,47.33488464355469,32100
2472015-12-22,47.59534546315437,47.970713517256776,47.47277588516125,47.840484619140625,3700
2482015-12-23,48.506957535840414,48.591224670410156,48.483976652699326,48.591224670410156,8400
2492015-12-24,48.61746646080342,48.64060861748273,48.555760908645524,48.6020393371582,4300
2502015-12-28,48.12378767649189,48.14692687988281,48.12378767649189,48.14692687988281,600
2512015-12-29,48.56833214197531,48.77671402418663,48.56833214197531,48.74584197998047,8000
2522015-12-30,48.62235661161788,48.6377926336779,48.32136154174805,48.32136154174805,3300
2532015-12-31,48.205587454562334,48.205587454562334,48.035797119140625,48.035797119140625,900
2542016-01-04,47.02475513967267,47.21770095825195,46.777784727420745,47.21770095825195,4300
2552016-01-05,47.055640359595316,47.36435198933419,46.993896267175316,47.294891357421875,10500
2562016-01-06,46.67745520050475,46.700607758165106,46.33015211500075,46.430484771728516,3700
2572016-01-07,45.60469111108709,45.96743032984916,45.25738791696604,45.427181243896484,5000
2582016-01-08,45.689567110276066,45.689567110276066,44.93321990966797,44.93321990966797,900
2592016-01-11,44.83289387679881,44.83289387679881,44.2772089356014,44.6553840637207,235400
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2612016-01-13,44.94094569367168,44.94094569367168,43.76011806886823,43.80642318725586,123900
2622016-01-14,43.84500876980419,44.42384622416858,43.84500876980419,44.238616943359375,16500
2632016-01-15,42.91115984862362,43.18128583018923,42.57157618096089,43.08867263793945,34600
2642016-01-19,43.544016282607394,43.544016282607394,42.332316628339356,42.71820831298828,335500
2652016-01-20,41.56825168702441,42.57928599092203,41.07431081426223,42.2551383972168,166100
2662016-01-21,42.370911839993674,42.91115789022836,42.370911839993674,42.440372467041016,61500
2672016-01-22,43.25073970450167,43.32791686196778,42.988333247349104,43.127254486083984,3800
2682016-01-25,43.06551543140888,43.07323491452841,42.32460403442383,42.32460403442383,51800
2692016-01-26,42.61788657473299,43.080955505371094,42.61788657473299,43.080955505371094,2000
2702016-01-27,43.459117907742694,43.48227046421146,42.81081982954101,42.91886901855469,5300
2712016-01-28,42.741374394435276,42.833987597318945,42.60245311804946,42.826271057128906,73100
2722016-01-29,43.03463292082453,43.868160247802734,43.03463292082453,43.868160247802734,122500
2732016-02-01,43.65978409914457,44.18459701538086,43.48999081915051,44.18459701538086,11600
2742016-02-02,43.58260815617774,43.58260815617774,42.81082478068528,42.84169387817383,2400
2752016-02-03,43.11954439012021,43.16585246115211,42.57929533789658,43.1118278503418,15900
2762016-02-04,43.104106368006285,43.67522744110561,43.104106368006285,43.33564376831055,187000
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2792016-02-09,42.031329515810384,42.108509633774396,41.63772121861554,42.02361297607422,19200
2802016-02-10,42.28602243395396,42.44037973651186,41.98502731323242,41.98502731323242,13800
2812016-02-11,41.383026390810535,41.738049003555844,41.11290336992618,41.321285247802734,6300
2822016-02-12,41.76892655855144,42.43266090894,41.58370014791135,42.4172248840332,233000
2832016-02-16,43.18900275106144,43.42825668928413,42.84941908039854,43.39738464355469,7500
2842016-02-17,43.8218578968917,44.19231355350793,43.8218578968917,44.18459701538086,2600
2852016-02-18,44.06110758455409,44.06110758455409,43.90675033968957,43.9684944152832,6400
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2902016-02-25,44.23091170148816,44.77887725830078,44.23091170148816,44.77887725830078,800
2912016-02-26,44.92551182623349,45.14932972290165,44.786590576171875,44.786590576171875,28000
2922016-02-29,44.763437678412245,45.0335606936512,44.60136386926888,44.66310501098633,8700
2932016-03-01,44.70168872198805,45.55836868286133,44.70168872198805,45.55836868286133,11800
2942016-03-02,45.473478017247245,45.905677795410156,45.473478017247245,45.905677795410156,69500
2952016-03-03,45.84393501973494,46.25297927856445,45.84393501973494,46.25297927856445,7000
2962016-03-04,46.11406799858049,46.67746964761176,46.11406799858049,46.391910552978516,114600
2972016-03-07,46.21439292351262,46.878127148834984,46.21439292351262,46.7855110168457,104100
2982016-03-08,46.129496562194205,46.260698333816805,45.851654052734375,45.851654052734375,35200
2992016-03-09,46.168081184186356,46.422771110712404,46.12949260432118,46.299285888671875,19400
3002016-03-10,46.49222885098245,46.69289122031824,45.836211257448284,46.430484771728516,12400
3012016-03-11,47.063347272661545,47.333473205566406,47.04791125271385,47.333473205566406,17800
3022016-03-14,47.20226432404885,47.271724935596545,46.96301045224689,47.15595626831055,116900
3032016-03-15,46.91670899976172,46.91670899976172,46.6465830697332,46.87812042236328,9700
3042016-03-16,46.93214227645865,47.30259789724679,46.770065550266686,47.248573303222656,20400
3052016-03-17,47.21771424150122,47.71165520496014,47.21771424150122,47.53414535522461,27800
3062016-03-18,47.742511860172854,48.01263481744571,47.742511860172854,47.927738189697266,12500
3072016-03-21,47.91231510255877,47.98949226526092,47.83513499573659,47.974056243896484,9600
3082016-03-22,47.60359383885549,48.089818138729335,47.60359383885549,47.92002487182617,10700
3092016-03-23,47.472388353043264,47.472388353043264,46.90127037339943,46.94757843017578,19600
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3112016-03-28,46.924434068531546,47.009330720714296,46.81638485452451,46.916717529296875,33600
3122016-03-29,46.785507385311995,47.264015197753906,46.700610742971655,47.264015197753906,49000
3132016-03-30,47.6113213325261,47.66534594004184,47.27945420400351,47.464683532714844,48900
3142016-03-31,47.41837191044595,47.518704578649555,47.29488668193385,47.34891128540039,17800
3152016-04-01,46.83953871487131,47.426095813056605,46.83953871487131,47.41065979003906,8500
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3172016-04-05,46.5848544231045,46.75464774211919,46.57713493908354,46.615726470947266,11700
3182016-04-06,46.793218647688704,47.12508567629156,46.58483681967393,47.109649658203125,6200
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3212016-04-11,47.04020324327087,47.04020324327087,46.45364615539402,46.49995422363281,4300
3222016-04-12,46.67745894552839,47.063350639467075,46.67745894552839,46.97073745727539,11100
3232016-04-13,47.44923998256437,47.73479899757757,47.402931921702844,47.70392990112305,66500
3242016-04-14,47.642194304263576,47.66534686675752,47.526428547673525,47.6499137878418,6200
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3262016-04-18,47.464684803721156,47.86601257324219,47.35663558579633,47.86601257324219,7500
3272016-04-19,48.290483032591816,48.34450763050907,48.0743846409228,48.29820251464844,10100
3282016-04-20,48.43711949461477,48.82301115164176,48.39853091773601,48.62234878540039,58100
3292016-04-21,48.69952138876953,48.77670147943519,48.3599378221989,48.37537384033203,4100
3302016-04-22,48.58376988741188,48.637794494628906,48.429412605025995,48.637794494628906,3200
3312016-04-25,48.475715030681435,48.475715030681435,48.20558908191717,48.413970947265625,5500
3322016-04-26,48.429415242901236,48.66094970703125,48.429415242901236,48.66094970703125,215700
3332016-04-27,48.78442242680929,48.923343658447266,48.54517148441477,48.923343658447266,117700
3342016-04-28,48.62235014673808,48.961933754546465,48.37537971485566,48.39081573486328,9800
3352016-04-29,48.02807749479427,48.02807749479427,47.46467600285155,47.70392990112305,2300
3362016-05-02,47.7965411075855,47.91230978290508,47.56500670106604,47.87371826171875,9200
3372016-05-03,47.58815810275831,47.58815810275831,47.08649778071636,47.31803512573242,161100
3382016-05-04,46.9553007905564,47.13281061403292,46.71604688372113,46.81637954711914,33400
3392016-05-05,46.88584425128384,47.0633540902165,46.677462367983715,46.70061492919922,23500
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11832019-09-12,70.72839473939064,70.87850832274368,70.06122820653555,70.544921875,912600
11842019-09-13,70.66168927155616,71.07032936858946,70.56161141890942,70.594970703125,540100
11852019-09-16,70.07792400775935,70.37815125733036,69.99452896346385,70.24472045898438,397700
11862019-09-17,70.03619524849152,70.06121311322204,69.59418964193901,70.05287170410156,265200
11872019-09-18,69.80268421360003,69.80268421360003,69.2272542049029,69.72763061523438,309900
11882019-09-19,70.00283904108983,70.06955122908322,69.54415695883488,69.61921691894531,219600
11892019-09-20,69.85274857330322,70.08625721504424,69.38572492718788,69.46078491210938,281700
11902019-09-23,69.2356287136246,69.61091600724666,69.09385648304145,69.4107666015625,160300
11912019-09-24,69.57694268618039,69.7112641871105,68.39326488204175,68.61153411865234,425500
11922019-09-25,68.55277161713869,69.34188803618478,68.4100534179649,69.20757293701172,348200
11932019-09-26,69.23277351218371,69.35030165444039,68.52759825384032,68.86339569091797,304800
11942019-09-27,68.92216686468345,69.09006880292677,68.2002045422473,68.55279541015625,706600
11952019-09-30,68.70388611459899,69.07326391246339,68.61154806993588,68.87178802490234,200700
11962019-10-01,69.12361371460102,69.33348624553649,67.57895496122063,67.70487976074219,597100
11972019-10-02,67.26835673792864,67.26835673792864,66.05949503774882,66.30294799804688,343100
11982019-10-03,66.20220296216816,66.66392517089844,65.33752901200278,66.66392517089844,572900
11992019-10-04,66.80664979210474,67.41108392498548,66.64714456126019,67.36071014404297,1699800
12002019-10-07,67.19278635348572,67.69647911738991,67.08365494949345,67.12562561035156,230100