Pulsar Auto Web Mining Project
A demo project to show how we extract all possible fields from a set of webpages automatically using unsupervised machine learning.
Here is the complete result of an example auto mining.
Here is one of the 13 auto generated tables:
1.eXtracted 17 fields from page area #centerCol
| T2C2 | T2C3 | T2C4 | T2C5 | T2C6 | T2C7 | T2C8 | T2C9 | T2C10 | T2C11 | T2C12 | T2C13 | T2C14 | T2C15 | T2C16 | T2C17 | T2C18 | |||
| 1 | Visit the ASUS Store | 4.3 out of 5 stars | 4,936 ratings | | | 433 answe..questions | Details | Price: | $221.61 | & | FREE Returns | $18.38 (8%) | ASUS | About this item | › | See more ..t details | Compare w..lar items | detail> | ||
| 2 | Visit the Acer Store | 4.6 out of 5 stars | 33,817 ratings | | | 766 answe..questions | Details | Price: | $365.00 | & | FREE Returns | $34.99 (9%) | Acer | About this item | Compare w..lar items | detail> | ||||
| 3 | Visit the Acer Store | 4.6 out of 5 stars | 7,977 ratings | | | 477 answe..questions | Details | Price: | $248.00 | & | FREE Returns | $251.00 (50%) | Acer | About this item | › | See more ..t details | Compare w..lar items | detail> | ||
| 4 | Visit the Acer Store | 4.6 out of 5 stars | 33,817 ratings | | | 766 answe..questions | Price: | $438.00 | & | FREE Returns | Acer | About this item | › | See more ..t details | Compare w..lar items | detail> | ||||
| 5 | Visit the..wed Store | 4.3 out of 5 stars | 2,184 ratings | | | 211 answe..questions | Details | Price: | $328.00 | & | FREE Returns | $16.00 (5%) | Apple | About this item | › | See more ..t details | Compare w..lar items | detail> | ||
| 6 | Visit the..wed Store | 4.3 out of 5 stars | 474 ratings | | | 107 answe..questions | Details | Price: | $414.99 | & | FREE Returns | $33.15 (7%) | About this item | › | See more ..t details | Compare w..lar items | detail> | |||
| 7 | Visit the..ple Store | 4.8 out of 5 stars | 8,706 ratings | | | 486 answe..questions | Details | Price: | $949.99 | & | FREE Returns | $49.01 (5%) | About this item | Show more | detail> | |||||
| 8 | Visit the..ple Store | 4.8 out of 5 stars | 8,706 ratings | | | 486 answe..questions | Details | Price: | $899.00 | & | FREE Returns | $100.00 (10%) | Apple | About this item | Show more | detail> | ||||
| 9 | Visit the..ple Store | 4.8 out of 5 stars | 3,711 ratings | | | 219 answe..questions | Details | Price: | $1,149.99 | & | FREE Returns | $149.01 (11%) | Apple | About this item | Show more | detail> | ||||
| 10 | Visit the..ple Store | 4.8 out of 5 stars | 8,706 ratings | | | 486 answe..questions | Details | Price: | $1,149.00 | & | FREE Returns | $100.00 (8%) | About this item | Show more | detail> | |||||
| 11 | Visit the..wed Store | 4.2 out of 5 stars | 2,204 ratings | | | 158 answe..questions | Details | Price: | $83.00 | $8.99 (10%) | Dell | About this item | › | See more ..t details | Compare w..lar items | detail> | ||||
| 12 | Visit the HP Store | 4.5 out of 5 stars | 4,189 ratings | | | 298 answe..questions | Price: | $263.00 | & | FREE Returns | HP | About this item | Compare w..lar items | detail> | ||||||
| 13 | Visit the HP Store | 4.5 out of 5 stars | 4,865 ratings | | | Climate P.. Friendly | Details | Price: | $220.99 | & | FREE Returns | $119.00 (35%) | About this item | Compare w..lar items | detail> | |||||
| 14 | Visit the..ovo Store | 4.5 out of 5 stars | 8,529 ratings | | | 1000+ ans..questions | Details | Price: | $215.00 | & | FREE Returns | $104.99 (33%) | About this item | › | See more ..t details | Compare w..lar items | detail> | |||
| 15 | Visit the..ovo Store | 4.3 out of 5 stars | 2,194 ratings | | | 280 answe..questions | Details | Price: | $204.97 | $75.02 (27%) | Lenovo | About this item | › | See more ..t details | Compare w..lar items | detail> | ||||
| 16 | Visit the..ovo Store | 4.5 out of 5 stars | 2,946 ratings | | | 349 answe..questions | Details | Price: | $355.99 | & | FREE Returns | $74.00 (17%) | About this item | › | See more ..t details | Compare w..lar items | detail> | |||
| 17 | Visit the..ovo Store | 3.9 out of 5 stars | 25 ratings | | | 37 answer..questions | Price: | $669.99 | & | FREE Returns | 15.6 | About this item | › | See more ..t details | Compare w..lar items | detail> | ||||
| 18 | Visit the MSI Store | 4.4 out of 5 stars | 45 ratings | | | 18 answer..questions | Details | & | FREE Returns | $163.01 (18%) | MSI | About this item | › | See more ..t details | Compare w..lar items | detail> | ||||
| 19 | Visit the..zer Store | 4.5 out of 5 stars | 184 ratings | | | 35 answer..questions | Details | Price: | $1,799.99 | & | FREE Returns | $800.00 (31%) | About this item | › | See more ..t details | Compare w..lar items | detail> | |||
| 20 | Visit the..zer Store | 4.5 out of 5 stars | 1,541 ratings | | | 158 answe..questions | Details | Price: | $1,173.00 | $326.99 (22%) | About this item | › | See more ..t details | Compare w..lar items | detail> | |||||
| tp | 20 | 20 | 14 | 20 | 20 | 20 | 17 | 19 | 19 | 17 | 17 | 16 | 12 | 20 | 13 | 13 | 16 | 0 | |
| fp | 0 | 0 | 6 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 4 | 0 | |
| fn | 10 | 0 | 0 | 0 | 0 | 6 | 1 | 0 | 0 | 0 | 0 | 0 | 4 | 0 | 0 | 1 | 5 | 0 | |
| tn | 0 | 0 | 0 | 0 | 0 | 0 | 3 | 1 | 1 | 3 | 3 | 3 | 0 | 0 | 7 | 7 | 0 | 0 | |
| precision | 1.00 | 1.00 | 0.70 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 0.94 | 1.00 | 1.00 | 1.00 | 1.00 | 0.80 | 0.00 | |
| recall | 0.67 | 1.00 | 1.00 | 1.00 | 1.00 | 0.77 | 0.94 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 0.75 | 1.00 | 1.00 | 0.93 | 0.76 | 0.00 | |
| f1 | 0.80 | 1.00 | 0.82 | 1.00 | 1.00 | 0.87 | 0.97 | 1.00 | 1.00 | 1.00 | 1.00 | 0.97 | 0.86 | 1.00 | 1.00 | 0.96 | 0.78 | 0.00 |