Python,how to convert word to vector

[flame_copper]

text = 'John likes to watch movies. Mary likes too.'
text1 = 'John also likes to watch football games.'

dic1 = {"John": 1, "likes": 2, "to": 3, "watch": 4, "movies": 5, "also": 6, "football": 7, "games": 8, "Mary": 9, "too": 10}

v1 = [1, 2, 1, 1, 1, 0, 0, 0, 1, 1]
v2 = [1, 1, 1, 1, 0, 1, 1, 1, 0, 0]

hi there,I am doing my information assignment.
I am trying to merge text and text1 into a dic1,

after which I want v1 and v2 to display the vectors,
how can I achieve this?

I am thinking of using set functions and dict features?

 

[davidktw]

text = 'John likes to watch movies. Mary likes too.'
text1 = 'John also likes to watch football games.'

dic1 = {"John": 1, "likes": 2, "to": 3, "watch": 4, "movies": 5, "also": 6, "football": 7, "games": 8, "Mary": 9, "too": 10}

v1 = [1, 2, 1, 1, 1, 0, 0, 0, 1, 1]
v2 = [1, 1, 1, 1, 0, 1, 1, 1, 0, 0]

hi there,I am doing my information assignment.
I am trying to merge text and text1 into a dic1,

after which I want v1 and v2 to display the vectors,
how can I achieve this?

I am thinking of using set functions and dict features?

Instead of thinking what function to use, think about the steps to accomplish your objective.

Your idea of a vector lack of the constraint of an order. In an associative map, usually there is no predetermined order. Why should "John" appear first like the way it appear in your string ? Hence why should the vector be in that particular order your sample shows ? Perhaps you need to be more specific in your requirement.

After you merged the tokens of the 2 text into the same dict, how are you doing to split them into individual vectors, seemingly shown as v1 and v2.

 

[flame_copper]

Instead of thinking what function to use, think about the steps to accomplish your objective.

Your idea of a vector lack of the constraint of an order. In an associative map, usually there is no predetermined order. Why should "John" appear first like the way it appear in your string ? Hence why should the vector be in that particular order your sample shows ? Perhaps you need to be more specific in your requirement.

After you merged the tokens of the 2 text into the same dict, how are you doing to split them into individual vectors, seemingly shown as v1 and v2.

Feature hashing - Wikipedia, the free encyclopedia
Bag-of-words model - Wikipedia, the free encyclopedia

as in for each position,check whether the keyword does appear in the document or not

 

[davidktw]

Feature hashing - Wikipedia, the free encyclopedia
Bag-of-words model - Wikipedia, the free encyclopedia

as in for each position,check whether the keyword does appear in the document or not

So it seems like your initial question lack a lot of information to be provided isn't it ?