Datasets:

mtybilly
/

Instruct2DS

symbol stringclasses 503 values	date stringdate 2015-01-02 00:00:00 2024-12-31 00:00:00	open float64 0.7 9.91k	high float64 0.71 9.96k	low float64 0.65 9.79k	close float64 0.7 9.92k	volume int64 0 9.23B	adj_open float64 0.46 9.91k	adj_high float64 0.47 9.96k	adj_low float64 0.45 9.79k	adj_close float64 0.46 9.92k	adj_volume int64 0 369B	div_cash float64 0 104
AAPL	2015-01-02	111.39	111.44	107.35	109.33	53,204,626	24.77743	24.788551	23.878778	24.319206	212,818,504	0
AAPL	2015-01-05	108.29	108.65	105.41	106.25	64,285,491	24.08787	24.167948	23.447247	23.634095	257,141,964	0
AAPL	2015-01-06	106.54	107.43	104.63	106.26	65,797,116	23.698603	23.896573	23.273745	23.63632	263,188,464	0
AAPL	2015-01-07	107.2	108.2	106.695	107.75	40,105,934	23.845412	24.067851	23.733081	23.967753	160,423,736	0
AAPL	2015-01-08	109.23	112.15	108.7	111.89	59,364,547	24.296962	24.946483	24.17907	24.888649	237,458,188	0
AAPL	2015-01-09	112.67	113.25	110.21	112.01	53,315,099	25.062151	25.191165	24.514952	24.915341	213,260,396	0
AAPL	2015-01-12	112.6	112.63	108.8	109.25	49,650,790	25.04658	25.053253	24.201314	24.301411	198,603,160	0
AAPL	2015-01-13	111.43	112.8	108.91	110.22	67,091,928	24.786327	25.091068	24.225782	24.517176	268,367,712	0
AAPL	2015-01-14	109.04	110.49	108.5	109.8	48,956,588	24.254699	24.577235	24.134582	24.423752	195,826,352	0
AAPL	2015-01-15	110	110.06	106.66	106.82	60,013,996	24.46824	24.481586	23.725295	23.760885	240,055,984	0
AAPL	2015-01-16	107.03	107.58	105.2	105.99	78,513,345	23.807597	23.929939	23.400535	23.576261	314,053,380	0
AAPL	2015-01-20	107.84	108.9667	106.5	108.72	49,899,907	23.987773	24.238394	23.689705	24.183519	199,599,628	0
AAPL	2015-01-21	108.95	111.06	108.27	109.55	48,575,897	24.23468	24.704025	24.083421	24.368143	194,303,588	0
AAPL	2015-01-22	110.26	112.47	109.72	112.4	53,796,409	24.526074	25.017663	24.405957	25.002092	215,185,636	0
AAPL	2015-01-23	112.3	113.75	111.53	112.98	46,464,828	24.979849	25.302385	24.808571	25.131107	185,859,312	0
AAPL	2015-01-26	113.74	114.3626	112.8	113.1	55,614,979	25.30016	25.43865	25.091068	25.157799	222,459,916	0
AAPL	2015-01-27	112.42	112.48	109.03	109.14	95,568,749	25.006541	25.019888	24.252475	24.276943	382,274,996	0
AAPL	2015-01-28	117.625	118.12	115.31	115.31	146,477,063	26.164334	26.274441	25.649389	25.649389	585,908,252	0
AAPL	2015-01-29	116.32	119.19	115.56	118.9	84,436,432	25.874052	26.51245	25.704998	26.447943	337,745,728	0
AAPL	2015-01-30	118.4	120	116.85	117.16	83,745,461	26.336724	26.692625	25.991944	26.0609	334,981,844	0
AAPL	2015-02-02	118.05	119.17	116.08	118.63	62,739,100	26.25887	26.508001	25.820666	26.387885	250,956,400	0
AAPL	2015-02-03	118.5	119.09	117.61	118.65	51,915,749	26.358968	26.490206	26.160997	26.392333	207,662,996	0
AAPL	2015-02-04	118.5	120.51	118.309	119.56	70,149,743	26.358968	26.806069	26.316482	26.594752	280,598,972	0
AAPL	2015-02-05	120.02	120.23	119.25	119.94	42,246,245	26.80169	26.848585	26.629741	26.783825	168,984,980	0.47
AAPL	2015-02-06	120.02	120.25	118.45	118.93	43,706,567	26.80169	26.853051	26.451093	26.558282	174,826,268	0
AAPL	2015-02-09	118.55	119.84	118.43	119.72	38,889,797	26.473424	26.761494	26.446627	26.734697	155,559,188	0
AAPL	2015-02-10	120.17	122.15	120.16	122.02	62,008,506	26.835187	27.277341	26.832953	27.24831	248,034,024	0
AAPL	2015-02-11	122.77	124.92	122.5	124.88	73,561,797	27.415793	27.89591	27.355499	27.886978	294,247,188	0
AAPL	2015-02-12	126.06	127.48	125.57	126.46	74,474,466	28.150484	28.467584	28.041062	28.239808	297,897,864	0
AAPL	2015-02-13	127.28	127.28	125.65	127.08	54,272,219	28.422922	28.422922	28.058926	28.37826	217,088,876	0
AAPL	2015-02-17	127.49	128.88	126.92	127.83	63,152,405	28.469817	28.780218	28.34253	28.545743	252,609,620	0
AAPL	2015-02-18	127.625	128.78	127.45	128.715	44,891,737	28.499964	28.757887	28.460885	28.743372	179,566,948	0
AAPL	2015-02-19	128.48	129.03	128.33	128.45	37,362,381	28.690894	28.813715	28.657398	28.684195	149,449,524	0
AAPL	2015-02-20	128.62	129.5	128.05	129.495	48,948,419	28.722158	28.918671	28.594871	28.917554	195,793,676	0
AAPL	2015-02-23	130.02	133	129.66	133	70,974,110	29.034792	29.700256	28.9544	29.700256	283,896,440	0
AAPL	2015-02-24	132.94	133.6	131.17	132.17	69,228,130	29.686858	29.834243	29.291599	29.514909	276,912,520	0
AAPL	2015-02-25	131.56	131.6	128.15	128.79	74,711,746	29.37869	29.387622	28.617202	28.76012	298,846,984	0
AAPL	2015-02-26	128.785	130.87	126.61	130.415	91,287,529	28.759004	29.224606	28.273304	29.123	365,150,116	0
AAPL	2015-02-27	130	130.57	128.24	128.46	62,014,847	29.030326	29.157613	28.6373	28.686428	248,059,388	0
AAPL	2015-03-02	129.25	130.28	128.3	129.09	48,096,663	28.862843	29.092853	28.650698	28.827114	192,386,652	0
AAPL	2015-03-03	128.96	129.52	128.09	129.36	37,816,283	28.798083	28.923137	28.603803	28.887407	151,265,132	0
AAPL	2015-03-04	129.1	129.56	128.32	128.54	31,666,340	28.829347	28.932069	28.655165	28.704293	126,665,360	0
AAPL	2015-03-05	128.58	128.75	125.76	126.41	56,517,146	28.713225	28.751188	28.083491	28.228642	226,068,584	0
AAPL	2015-03-06	128.4	129.37	126.26	126.6	72,842,060	28.67303	28.88964	28.195146	28.271071	291,368,240	0
AAPL	2015-03-09	127.96	129.57	125.06	127.14	88,528,487	28.574773	28.934302	27.927173	28.391659	354,113,948	0
AAPL	2015-03-10	126.41	127.22	123.8	124.51	68,856,582	28.228642	28.409523	27.645803	27.804353	275,426,328	0
AAPL	2015-03-11	124.75	124.77	122.11	122.24	68,938,974	27.857947	27.862413	27.268408	27.297439	275,755,896	0
AAPL	2015-03-12	122.31	124.9	121.63	124.45	48,362,719	27.31307	27.891444	27.161219	27.790954	193,450,876	0
AAPL	2015-03-13	124.4	125.3951	122.58	123.59	51,827,283	27.779789	28.002005	27.373364	27.598907	207,309,132	0
AAPL	2015-03-16	123.88	124.95	122.87	124.95	35,874,300	27.663667	27.902609	27.438124	27.902609	143,497,200	0
AAPL	2015-03-17	125.9	127.32	125.65	127.04	51,023,104	28.114754	28.431855	28.058926	28.369328	204,092,416	0
AAPL	2015-03-18	127	129.16	126.37	128.47	65,270,945	28.360395	28.842745	28.21971	28.688661	261,083,780	0
AAPL	2015-03-19	128.75	129.2451	127.4	127.495	45,809,490	28.751188	28.861749	28.449719	28.470934	183,237,960	0
AAPL	2015-03-20	128.25	128.4	125.16	125.9	68,695,136	28.639533	28.67303	27.949504	28.114754	274,780,544	0
AAPL	2015-03-23	127.12	127.85	126.52	127.21	37,709,674	28.387192	28.550209	28.253206	28.40729	150,838,696	0
AAPL	2015-03-24	127.23	128.04	126.56	126.69	32,842,304	28.411757	28.592638	28.262139	28.291169	131,369,216	0
AAPL	2015-03-25	126.54	126.82	123.38	123.38	51,655,177	28.257673	28.320199	27.552012	27.552012	206,620,708	0
AAPL	2015-03-26	122.76	124.88	122.6	124.24	47,572,869	27.41356	27.886978	27.37783	27.744059	190,291,476	0
AAPL	2015-03-27	124.57	124.7	122.91	123.25	39,546,151	27.817751	27.846782	27.447057	27.522982	158,184,604	0
AAPL	2015-03-30	124.05	126.4	124	126.37	47,099,670	27.70163	28.226409	27.690465	28.21971	188,398,680	0
AAPL	2015-03-31	126.09	126.49	124.355	124.43	42,090,553	28.157183	28.246507	27.76974	27.786488	168,362,212	0
AAPL	2015-04-01	124.82	125.12	123.1	124.25	40,621,437	27.873579	27.940572	27.489485	27.746292	162,485,748	0
AAPL	2015-04-02	125.03	125.56	124.19	125.32	32,220,131	27.920474	28.038829	27.732894	27.985234	128,880,524	0
AAPL	2015-04-06	124.47	127.51	124.33	127.35	37,193,975	27.79542	28.474283	27.764157	28.438554	148,775,900	0
AAPL	2015-04-07	127.64	128.1218	125.98	126.01	35,012,268	28.503314	28.610905	28.132619	28.139318	140,049,072	0
AAPL	2015-04-08	125.85	126.4	124.97	125.6	37,329,243	28.103589	28.226409	27.907076	28.047761	149,316,972	0
AAPL	2015-04-09	125.85	126.58	124.66	126.56	32,483,974	28.103589	28.266605	27.837849	28.262139	129,935,896	0
AAPL	2015-04-10	125.95	127.21	125.26	127.1	40,187,953	28.12592	28.40729	27.971835	28.382726	160,751,812	0
AAPL	2015-04-13	128.37	128.57	126.61	126.85	36,365,123	28.66633	28.710992	28.273304	28.326899	145,460,492	0
AAPL	2015-04-14	127	127.29	125.91	126.3	25,524,593	28.360395	28.425155	28.116987	28.204078	102,098,372	0
AAPL	2015-04-15	126.41	127.13	126.01	126.78	28,970,419	28.228642	28.389426	28.139318	28.311267	115,881,676	0
AAPL	2015-04-16	126.28	127.1	126.11	126.17	28,368,987	28.199612	28.382726	28.161649	28.175048	113,475,948	0
AAPL	2015-04-17	125.55	126.14	124.46	124.75	51,957,046	28.036595	28.168348	27.793187	27.857947	207,828,184	0
AAPL	2015-04-20	125.57	128.12	125.17	127.6	47,054,310	28.041062	28.610503	27.951738	28.494381	188,217,240	0
AAPL	2015-04-21	128.1	128.2	126.67	126.91	32,435,057	28.606036	28.628367	28.286703	28.340297	129,740,228	0
AAPL	2015-04-22	126.99	128.87	126.32	128.62	37,654,505	28.358162	28.777985	28.208544	28.722158	150,618,020	0
AAPL	2015-04-23	128.3	130.42	128.14	129.67	45,770,902	28.650698	29.124116	28.614969	28.956633	183,083,608	0
AAPL	2015-04-24	130.49	130.63	129.23	130.28	44,525,905	29.139748	29.171011	28.858377	29.092853	178,103,620	0
AAPL	2015-04-27	132.31	133.13	131.15	132.65	96,954,207	29.546172	29.729287	29.287133	29.622098	387,816,828	0
AAPL	2015-04-28	134.455	134.54	129.57	130.56	118,923,970	30.025173	30.044154	28.934302	29.15538	475,695,880	0
AAPL	2015-04-29	130.16	131.59	128.3	128.64	63,386,083	29.066055	29.385389	28.650698	28.726624	253,544,332	0
AAPL	2015-04-30	127.5	127.88	124.58	125.15	83,195,423	28.47205	28.556908	27.819985	27.947271	332,781,692	0
AAPL	2015-05-01	126.1	130.13	125.3	128.95	58,512,638	28.159416	29.059356	27.980768	28.79585	234,050,552	0
AAPL	2015-05-04	129.5	130.57	128.26	128.7	50,988,278	28.918671	29.157613	28.641766	28.740023	203,953,112	0
AAPL	2015-05-05	128.15	128.4498	125.78	125.8	49,271,416	28.617202	28.68415	28.087957	28.092423	197,085,664	0
AAPL	2015-05-06	126.56	126.75	123.36	125.01	72,141,010	28.262139	28.304568	27.547546	27.916008	288,564,040	0
AAPL	2015-05-07	124.77	126.08	124.02	125.26	43,940,895	27.978081	28.271831	27.809903	28.087957	175,763,580	0.52
AAPL	2015-05-08	126.68	127.62	126.11	127.62	55,550,382	28.406374	28.617157	28.278558	28.617157	222,201,528	0
AAPL	2015-05-11	127.39	127.56	125.625	126.32	42,035,757	28.565582	28.603702	28.169803	28.325648	168,143,028	0
AAPL	2015-05-12	125.6	126.88	124.82	125.865	48,160,032	28.164197	28.451221	27.989292	28.22362	192,640,128	0
AAPL	2015-05-13	126.15	127.19	125.87	126.01	34,694,235	28.287528	28.520735	28.224742	28.256135	138,776,940	0
AAPL	2015-05-14	127.41	128.95	127.16	128.95	45,203,456	28.570067	28.915392	28.514008	28.915392	180,813,824	0
AAPL	2015-05-15	129.07	129.49	128.21	128.77	38,208,034	28.942301	29.03648	28.749457	28.87503	152,832,136	0
AAPL	2015-05-18	128.38	130.72	128.36	130.19	50,882,918	28.787577	29.312292	28.783092	29.193446	203,531,672	0
AAPL	2015-05-19	130.69	130.88	129.64	130.07	44,633,240	29.305565	29.34817	29.070116	29.166538	178,532,960	0
AAPL	2015-05-20	130	130.98	129.34	130.06	36,454,932	29.150841	29.370594	29.002845	29.164296	145,819,728	0
AAPL	2015-05-21	130.07	131.63	129.83	131.39	39,730,364	29.166538	29.516348	29.112721	29.462531	158,921,456	0
AAPL	2015-05-22	131.6	132.97	131.4	132.54	45,595,972	29.509621	29.816826	29.464773	29.720404	182,383,888	0
AAPL	2015-05-26	132.6	132.91	129.12	129.62	70,697,560	29.733858	29.803372	28.953513	29.065631	282,790,240	0
AAPL	2015-05-27	130.34	132.26	130.05	132.045	45,833,246	29.227082	29.657617	29.162053	29.609406	183,332,984	0

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Source Data

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Bias, Risks, and Limitations

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BibTeX:

@inproceedings{ma2025autodata,
  title={AutoData: A Multi-Agent System for Open Web Data Collection},
  author={Ma, Tianyi and Qian, Yiyue and Zhang, Zheyuan and Wang, Zehong and Qian, Xiaoye and Bai, Feifan and Ding, Yifan and Luo, Xuwei and Zhang, Shinan and Murugesan, Keerthiram and others},
  booktitle={NeurIPS},
  year={2025}

APA:

Ma, T., Qian, Y., Zhang, Z., Wang, Z., Qian, X., Bai, F., ... & Ye, Y. (2025). AutoData: A Multi-Agent System for Open Web Data Collection. arXiv preprint arXiv:2505.15859.

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Dataset Card Authors

Tianyi (Billy) Ma

Dataset Card Contact

Tianyi (Billy) Ma - tma2@nd.edu

Downloads last month: 117

Size of downloaded dataset files:

137 MB

Size of the auto-converted Parquet files:

137 MB

Number of rows:

1,359,095