The next major activity in the vacuum cleaning was brought about in 1899, when John Thurman from Missouri submitted a patent application for his pneumatic carpet renovator. He developed the first motor driven cleaner, though it actually blew dust in a receptacle rather than sucking it in like modern machines. Thurman even charged $4 per visit in 1903, when he started door to door cleaning service with a horse-drawn cart as a means to carry the machine.
The first motorized vacuum cleaner is accredited to the British engineer Hubert Cecil Booth. He got a patent for a large horse drawn machine which used petrol to clean dust by suction on August 30, 1901. These all and many more heavy cleaning machines came along, but the real change was brought with the portability function incorporated by James Spangler in 1907, when he came up with a motorized vacuum cleaner. The first suction model he built was using an electric fan motor, a soap box, and a broomstick. Then he further modified it to add a cloth filter bag and cleaning attachment, acquiring the patent for it in 1908. The more refined and improved version of the vacuum cleaner is what we see today in the common households.