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Dataset Point-in-Time

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EOD OHLCV CSV

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① Nguồn dữ liệu Tải fileCSV/TXT tới 32 MB · 200.000 dòng

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Dán dữ liệuEOD OHLCV CSV

date,symbol,sector,open,high,low,close,volume,trading_value,benchmark_close,foreign_net,available_at,source
2024-04-01,FPT,Technology,191.230,192.760,189.321,190.848,836000,159.549,1236.250,290.400,2024-04-01,QuantHub DEMO dataset - not live market data
2024-04-01,HPG,Materials,26.919,27.134,26.704,26.919,13160000,354.254,1236.250,-210.000,2024-04-01,QuantHub DEMO dataset - not live market data
2024-04-01,ACB,Banks,23.952,24.192,23.760,24.000,8000000,192.000,1236.250,95.200,2024-04-01,QuantHub DEMO dataset - not live market data
2024-04-01,VNM,Consumer,68.340,68.887,67.658,68.204,3286000,224.118,1236.250,-39.600,2024-04-01,QuantHub DEMO dataset - not live market data
2024-04-01,MWG,Retail,45.270,45.632,44.908,45.270,6048000,273.793,1236.250,72.000,2024-04-01,QuantHub DEMO dataset - not live market data
2024-04-01,VCB,Banks,87.297,88.172,86.599,87.472,1936000,169.346,1236.250,134.400,2024-04-01,QuantHub DEMO dataset - not live market data
2024-04-02,FPT,Technology,191.309,192.839,189.778,191.309,893000,170.839,1240.850,330.000,2024-04-02,QuantHub DEMO dataset - not live market data
2024-04-02,HPG,Materials,26.978,27.249,26.763,27.032,14000000,378.454,1240.850,-235.200,2024-04-02,QuantHub DEMO dataset - not live market data
2024-04-02,ACB,Banks,24.192,24.386,23.951,24.144,8480000,204.741,1240.850,74.800,2024-04-02,QuantHub DEMO dataset - not live market data
2024-04-02,VNM,Consumer,68.734,69.284,68.185,68.734,3472000,238.646,1240.850,-45.000,2024-04-02,QuantHub DEMO dataset - not live market data
2024-04-02,MWG,Retail,44.937,45.387,44.577,45.027,4752000,213.968,1240.850,80.640,2024-04-02,QuantHub DEMO dataset - not live market data
2024-04-02,VCB,Banks,88.652,89.361,87.767,88.475,2068000,182.967,1240.850,105.600,2024-04-02,QuantHub DEMO dataset - not live market data
2024-04-03,FPT,Technology,191.386,193.304,189.855,191.770,950000,182.181,1245.450,369.600,2024-04-03,QuantHub DEMO dataset - not live market data
2024-04-03,HPG,Materials,27.200,27.418,26.929,27.146,14840000,402.844,1245.450,-184.800,2024-04-03,QuantHub DEMO dataset - not live market data
2024-04-03,ACB,Banks,24.288,24.482,24.094,24.288,8960000,217.620,1245.450,85.000,2024-04-03,QuantHub DEMO dataset - not live market data
2024-04-03,VNM,Consumer,68.108,68.791,67.563,68.245,2728000,186.172,1245.450,-50.400,2024-04-03,QuantHub DEMO dataset - not live market data
2024-04-03,MWG,Retail,45.550,45.914,45.095,45.459,5076000,230.750,1245.450,63.360,2024-04-03,QuantHub DEMO dataset - not live market data
2024-04-03,VCB,Banks,89.478,90.194,88.763,89.478,2200000,196.852,1245.450,120.000,2024-04-03,QuantHub DEMO dataset - not live market data
2024-04-04,FPT,Technology,192.615,194.156,190.693,192.230,1007000,193.576,1250.050,290.400,2024-04-04,QuantHub DEMO dataset - not live market data
2024-04-04,HPG,Materials,27.259,27.477,27.041,27.259,15680000,427.424,1250.050,-210.000,2024-04-04,QuantHub DEMO dataset - not live market data
2024-04-04,ACB,Banks,24.024,24.265,23.832,24.072,7040000,169.467,1250.050,95.200,2024-04-04,QuantHub DEMO dataset - not live market data
2024-04-04,VNM,Consumer,68.913,69.464,68.225,68.775,2914000,200.411,1250.050,-39.600,2024-04-04,QuantHub DEMO dataset - not live market data
2024-04-04,MWG,Retail,45.891,46.258,45.524,45.891,5400000,247.811,1250.050,72.000,2024-04-04,QuantHub DEMO dataset - not live market data
2024-04-04,VCB,Banks,90.301,91.205,89.578,90.482,2332000,211.003,1250.050,134.400,2024-04-04,QuantHub DEMO dataset - not live market data
2024-04-05,FPT,Technology,192.691,194.233,191.150,192.691,1064000,205.023,1244.650,330.000,2024-04-05,QuantHub DEMO dataset - not live market data
2024-04-05,HPG,Materials,26.914,27.183,26.698,26.968,12320000,332.241,1244.650,-235.200,2024-04-05,QuantHub DEMO dataset - not live market data
2024-04-05,ACB,Banks,24.264,24.459,24.022,24.216,7520000,182.104,1244.650,74.800,2024-04-05,QuantHub DEMO dataset - not live market data
2024-04-05,VNM,Consumer,69.306,69.860,68.751,69.306,3100000,214.847,1244.650,-45.000,2024-04-05,QuantHub DEMO dataset - not live market data
2024-04-05,MWG,Retail,46.230,46.694,45.861,46.323,5724000,265.153,1244.650,80.640,2024-04-05,QuantHub DEMO dataset - not live market data
2024-04-05,VCB,Banks,91.668,92.401,90.753,91.485,2464000,225.419,1244.650,105.600,2024-04-05,QuantHub DEMO dataset - not live market data
2024-04-08,FPT,Technology,191.194,192.723,189.664,191.194,950000,181.634,1258.450,330.000,2024-04-08,QuantHub DEMO dataset - not live market data
2024-04-08,HPG,Materials,27.253,27.526,27.035,27.308,14840000,405.248,1258.450,-235.200,2024-04-08,QuantHub DEMO dataset - not live market data
2024-04-08,ACB,Banks,24.697,24.895,24.451,24.648,8960000,220.846,1258.450,74.800,2024-04-08,QuantHub DEMO dataset - not live market data
2024-04-08,VNM,Consumer,69.877,70.436,69.318,69.877,2728000,190.624,1258.450,-45.000,2024-04-08,QuantHub DEMO dataset - not live market data
2024-04-08,MWG,Retail,46.850,47.320,46.475,46.944,5076000,238.288,1258.450,80.640,2024-04-08,QuantHub DEMO dataset - not live market data
2024-04-08,VCB,Banks,93.361,94.108,92.429,93.174,2200000,204.984,1258.450,105.600,2024-04-08,QuantHub DEMO dataset - not live market data
2024-04-09,FPT,Technology,191.271,193.188,189.741,191.654,1007000,192.996,1253.050,369.600,2024-04-09,QuantHub DEMO dataset - not live market data
2024-04-09,HPG,Materials,27.476,27.696,27.202,27.421,15680000,429.964,1253.050,-184.800,2024-04-09,QuantHub DEMO dataset - not live market data
2024-04-09,ACB,Banks,24.432,24.627,24.237,24.432,7040000,172.001,1253.050,85.000,2024-04-09,QuantHub DEMO dataset - not live market data
2024-04-09,VNM,Consumer,70.266,70.970,69.704,70.407,2914000,205.167,1253.050,-50.400,2024-04-09,QuantHub DEMO dataset - not live market data
2024-04-09,MWG,Retail,47.471,47.851,46.997,47.376,5400000,255.830,1253.050,63.360,2024-04-09,QuantHub DEMO dataset - not live market data
2024-04-09,VCB,Banks,94.178,94.931,93.424,94.178,2332000,219.622,1253.050,120.000,2024-04-09,QuantHub DEMO dataset - not live market data
2024-04-10,FPT,Technology,96.250,97.020,95.289,96.058,2128000,204.411,1257.650,290.400,2024-04-10,QuantHub DEMO dataset - not live market data
2024-04-10,HPG,Materials,27.130,27.347,26.913,27.130,12320000,334.237,1257.650,-210.000,2024-04-10,QuantHub DEMO dataset - not live market data
2024-04-10,ACB,Banks,24.527,24.773,24.331,24.576,7520000,184.812,1257.650,95.200,2024-04-10,QuantHub DEMO dataset - not live market data
2024-04-10,VNM,Consumer,71.079,71.648,70.370,70.938,3100000,219.907,1257.650,-39.600,2024-04-10,QuantHub DEMO dataset - not live market data
2024-04-10,MWG,Retail,47.808,48.190,47.426,47.808,5724000,273.653,1257.650,72.000,2024-04-10,QuantHub DEMO dataset - not live market data
2024-04-10,VCB,Banks,94.990,95.942,94.231,95.181,2464000,234.525,1257.650,134.400,2024-04-10,QuantHub DEMO dataset - not live market data
2024-04-11,FPT,Technology,94.848,95.607,94.089,94.848,1672000,158.586,1262.250,330.000,2024-04-11,QuantHub DEMO dataset - not live market data
2024-04-11,HPG,Materials,27.189,27.461,26.971,27.243,13160000,358.518,1262.250,-235.200,2024-04-11,QuantHub DEMO dataset - not live market data
2024-04-11,ACB,Banks,24.769,24.968,24.522,24.720,8000000,197.760,1262.250,74.800,2024-04-11,QuantHub DEMO dataset - not live market data
2024-04-11,VNM,Consumer,71.468,72.040,70.896,71.468,3286000,234.844,1262.250,-45.000,2024-04-11,QuantHub DEMO dataset - not live market data
2024-04-11,MWG,Retail,48.144,48.626,47.758,48.240,6048000,291.756,1262.250,80.640,2024-04-11,QuantHub DEMO dataset - not live market data
2024-04-11,VCB,Banks,95.054,95.814,94.105,94.864,1936000,183.657,1262.250,105.600,2024-04-11,QuantHub DEMO dataset - not live market data
2024-04-12,FPT,Technology,94.888,95.839,94.129,95.078,1786000,169.810,1266.850,369.600,2024-04-12,QuantHub DEMO dataset - not live market data
2024-04-12,HPG,Materials,27.411,27.630,27.138,27.356,14000000,382.990,1266.850,-184.800,2024-04-12,QuantHub DEMO dataset - not live market data
2024-04-12,ACB,Banks,24.864,25.063,24.665,24.864,8480000,210.847,1266.850,85.000,2024-04-12,QuantHub DEMO dataset - not live market data
2024-04-12,VNM,Consumer,71.854,72.574,71.280,71.998,3472000,249.978,1266.850,-50.400,2024-04-12,QuantHub DEMO dataset - not live market data
2024-04-12,MWG,Retail,48.093,48.478,47.613,47.997,4752000,228.082,1266.850,63.360,2024-04-12,QuantHub DEMO dataset - not live market data
2024-04-12,VCB,Banks,95.867,96.634,95.100,95.867,2068000,198.253,1266.850,120.000,2024-04-12,QuantHub DEMO dataset - not live market data
2024-04-15,FPT,Technology,95.578,96.536,94.813,95.770,2128000,203.798,1270.650,369.600,2024-04-15,QuantHub DEMO dataset - not live market data
2024-04-15,HPG,Materials,27.346,27.565,27.073,27.292,12320000,336.233,1270.650,-184.800,2024-04-15,QuantHub DEMO dataset - not live market data
2024-04-15,ACB,Banks,24.936,25.135,24.737,24.936,7520000,187.519,1270.650,85.000,2024-04-15,QuantHub DEMO dataset - not live market data
2024-04-15,VNM,Consumer,72.424,73.150,71.845,72.570,3100000,224.966,1270.650,-50.400,2024-04-15,QuantHub DEMO dataset - not live market data
2024-04-15,MWG,Retail,49.392,49.787,48.899,49.293,5724000,282.153,1270.650,63.360,2024-04-15,QuantHub DEMO dataset - not live market data
2024-04-15,VCB,Banks,98.877,99.668,98.086,98.877,2464000,243.632,1270.650,120.000,2024-04-15,QuantHub DEMO dataset - not live market data
2024-04-16,FPT,Technology,94.749,95.507,93.804,94.560,1672000,158.104,1275.250,290.400,2024-04-16,QuantHub DEMO dataset - not live market data
2024-04-16,HPG,Materials,27.405,27.624,27.186,27.405,13160000,360.650,1275.250,-210.000,2024-04-16,QuantHub DEMO dataset - not live market data
2024-04-16,ACB,Banks,25.030,25.281,24.830,25.080,8000000,200.640,1275.250,95.200,2024-04-16,QuantHub DEMO dataset - not live market data
2024-04-16,VNM,Consumer,73.246,73.832,72.515,73.100,3286000,240.207,1275.250,-39.600,2024-04-16,QuantHub DEMO dataset - not live market data
2024-04-16,MWG,Retail,49.725,50.123,49.327,49.725,6048000,300.737,1275.250,72.000,2024-04-16,QuantHub DEMO dataset - not live market data
2024-04-16,VCB,Banks,98.363,99.348,97.576,98.560,1936000,190.812,1275.250,134.400,2024-04-16,QuantHub DEMO dataset - not live market data
2024-04-17,FPT,Technology,94.790,95.549,94.032,94.790,1786000,169.296,1269.850,330.000,2024-04-17,QuantHub DEMO dataset - not live market data
2024-04-17,HPG,Materials,27.463,27.739,27.244,27.518,14000000,385.258,1269.850,-235.200,2024-04-17,QuantHub DEMO dataset - not live market data
2024-04-17,ACB,Banks,25.274,25.477,25.022,25.224,8480000,213.900,1269.850,74.800,2024-04-17,QuantHub DEMO dataset - not live market data
2024-04-17,VNM,Consumer,73.630,74.219,73.041,73.630,3472000,255.645,1269.850,-45.000,2024-04-17,QuantHub DEMO dataset - not live market data
2024-04-17,MWG,Retail,49.383,49.878,48.988,49.482,4752000,235.138,1269.850,80.640,2024-04-17,QuantHub DEMO dataset - not live market data
2024-04-17,VCB,Banks,99.762,100.560,98.767,99.563,2068000,205.897,1269.850,105.600,2024-04-17,QuantHub DEMO dataset - not live market data
2024-04-18,FPT,Technology,94.831,95.781,94.072,95.021,1900000,180.540,1274.450,369.600,2024-04-18,QuantHub DEMO dataset - not live market data
2024-04-18,HPG,Materials,27.687,27.909,27.411,27.632,14840000,410.056,1274.450,-184.800,2024-04-18,QuantHub DEMO dataset - not live market data
2024-04-18,ACB,Banks,25.368,25.571,25.165,25.368,8960000,227.297,1274.450,85.000,2024-04-18,QuantHub DEMO dataset - not live market data
2024-04-18,VNM,Consumer,72.995,73.726,72.411,73.141,2728000,199.528,1274.450,-50.400,2024-04-18,QuantHub DEMO dataset - not live market data
2024-04-18,MWG,Retail,50.014,50.414,49.515,49.914,5076000,253.363,1274.450,63.360,2024-04-18,QuantHub DEMO dataset - not live market data
2024-04-18,VCB,Banks,100.566,101.371,99.762,100.566,2200000,221.246,1274.450,120.000,2024-04-18,QuantHub DEMO dataset - not live market data

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CSV tài chính Point-in-Time

Mỗi dòng cần period_end, available_at và source.

① Nguồn dữ liệu Tải fileCSV/TXT tới 32 MB · 200.000 dòng

Nhận dấu phẩy, chấm phẩy hoặc tab; tự nhận dòng tiêu đề; hiểu cả 1.234.567 lẫn 1.234,56.

Dán dữ liệuCSV tài chính Point-in-Time

symbol,period_end,available_at,revenue,net_income,cfo,capex,assets,liabilities,current_assets,current_liabilities,receivables,inventory,equity,cash,debt,shares,source
FPT,2021-12-31,2022-03-31,42640.000,7544.000,9020.000,2870.000,59040.000,23780.000,28700.000,17220.000,13120.000,2050.000,35260.000,9840.000,7380.000,1041.400,QuantHub DEMO dataset - not live market data
FPT,2022-12-31,2023-03-31,47320.000,8372.000,10010.000,3185.000,65520.000,26390.000,31850.000,19110.000,14560.000,2275.000,39130.000,10920.000,8190.000,1155.700,QuantHub DEMO dataset - not live market data
FPT,2023-12-31,2024-03-31,52000.000,9200.000,11000.000,3500.000,72000.000,29000.000,35000.000,21000.000,16000.000,2500.000,43000.000,12000.000,9000.000,1270.000,QuantHub DEMO dataset - not live market data
HPG,2021-12-31,2022-03-31,96760.000,5576.000,11890.000,6560.000,155800.000,79540.000,63960.000,52480.000,15580.000,33620.000,76260.000,17220.000,53300.000,5248.000,QuantHub DEMO dataset - not live market data
HPG,2022-12-31,2023-03-31,107380.000,6188.000,13195.000,7280.000,172900.000,88270.000,70980.000,58240.000,17290.000,37310.000,84630.000,19110.000,59150.000,5824.000,QuantHub DEMO dataset - not live market data
HPG,2023-12-31,2024-03-31,118000.000,6800.000,14500.000,8000.000,190000.000,97000.000,78000.000,64000.000,19000.000,41000.000,93000.000,21000.000,65000.000,6400.000,QuantHub DEMO dataset - not live market data
ACB,2021-12-31,2022-03-31,27060.000,11070.000,12300.000,1230.000,623200.000,565800.000,205000.000,172200.000,147600.000,0.000,57400.000,73800.000,0.000,2788.000,QuantHub DEMO dataset - not live market data
ACB,2022-12-31,2023-03-31,30030.000,12285.000,13650.000,1365.000,691600.000,627900.000,227500.000,191100.000,163800.000,0.000,63700.000,81900.000,0.000,3094.000,QuantHub DEMO dataset - not live market data
ACB,2023-12-31,2024-03-31,33000.000,13500.000,15000.000,1500.000,760000.000,690000.000,250000.000,210000.000,180000.000,0.000,70000.000,90000.000,0.000,3400.000,QuantHub DEMO dataset - not live market data
VNM,2021-12-31,2022-03-31,50020.000,7380.000,10250.000,1968.000,45920.000,16400.000,24600.000,13940.000,4920.000,5330.000,29520.000,13120.000,5740.000,1713.800,QuantHub DEMO dataset - not live market data
VNM,2022-12-31,2023-03-31,55510.000,8190.000,11375.000,2184.000,50960.000,18200.000,27300.000,15470.000,5460.000,5915.000,32760.000,14560.000,6370.000,1901.900,QuantHub DEMO dataset - not live market data
VNM,2023-12-31,2024-03-31,61000.000,9000.000,12500.000,2400.000,56000.000,20000.000,30000.000,17000.000,6000.000,6500.000,36000.000,16000.000,7000.000,2090.000,QuantHub DEMO dataset - not live market data
MWG,2021-12-31,2022-03-31,97580.000,1968.000,4838.000,2460.000,53300.000,36080.000,33620.000,29520.000,5740.000,17220.000,17220.000,7380.000,20500.000,1197.200,QuantHub DEMO dataset - not live market data
MWG,2022-12-31,2023-03-31,108290.000,2184.000,5369.000,2730.000,59150.000,40040.000,37310.000,32760.000,6370.000,19110.000,19110.000,8190.000,22750.000,1328.600,QuantHub DEMO dataset - not live market data
MWG,2023-12-31,2024-03-31,119000.000,2400.000,5900.000,3000.000,65000.000,44000.000,41000.000,36000.000,7000.000,21000.000,21000.000,9000.000,25000.000,1460.000,QuantHub DEMO dataset - not live market data
VCB,2021-12-31,2022-03-31,55760.000,27060.000,28700.000,1804.000,1500600.000,1353000.000,500200.000,426400.000,352600.000,0.000,147600.000,213200.000,0.000,4592.000,QuantHub DEMO dataset - not live market data
VCB,2022-12-31,2023-03-31,61880.000,30030.000,31850.000,2002.000,1665300.000,1501500.000,555100.000,473200.000,391300.000,0.000,163800.000,236600.000,0.000,5096.000,QuantHub DEMO dataset - not live market data
VCB,2023-12-31,2024-03-31,68000.000,33000.000,35000.000,2200.000,1830000.000,1650000.000,610000.000,520000.000,430000.000,0.000,180000.000,260000.000,0.000,5600.000,QuantHub DEMO dataset - not live market data

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Security Master CSV

Xác định universe hoạt động tại thời điểm As-of.

① Nguồn dữ liệu Tải fileCSV/TXT tới 32 MB · 200.000 dòng

Nhận dấu phẩy, chấm phẩy hoặc tab; tự nhận dòng tiêu đề; hiểu cả 1.234.567 lẫn 1.234,56.

Dán dữ liệuSecurity Master CSV

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CSV Corporate Actions

Được áp dụng vào giá lịch sử trước khi tính feature.

① Nguồn dữ liệu Tải fileCSV/TXT tới 32 MB · 200.000 dòng

Nhận dấu phẩy, chấm phẩy hoặc tab; tự nhận dòng tiêu đề; hiểu cả 1.234.567 lẫn 1.234,56.

Dán dữ liệuCSV Corporate Actions

Lấy từ internetdán đường dẫn trang hoặc file

Chỉ tải http/https tới địa chỉ công khai; địa chỉ nội bộ bị từ chối.

Ngày đánh giá

Kiểm soát dữ liệu được nhìn thấy và cửa sổ động lượng.

Ngày As-of

YYYY-MM-DD

Lookback động lượng

Số phiên nguyên.

Hard filter

Một mã phải vượt qua mọi ngưỡng.

Giá trị giao dịch trung bình tối thiểu (tỷ VND)

Hard filter; cùng đơn vị với trading_value.

P/E tối đa

Hard filter.

ROE tối thiểu (%)

Hard filter.

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