FlaskAPI

This application can provide data which can be used by a application that uses D3.js to create force directed graph

Hosted on Heroku

API Endpoints

ROOT URL: https://med-data-visualisation.herokuapp.com/

GetNodesByCount

• URL: /count/[threshold]/

• Description: Get the output of CountVectorizer

• Method: GET

• URL Params

  • Optional:

    groups=[alpha] : y - get groups

    centrality=[alpha] : d - degree, c - closeness

• Success Response:

  In case groups=y and centrality=d

  • Code: 200
    Content: { "directed": false, "multigraph": false, "graph": {}, "nodes": [ { "degree_centrality": 0.18623232944068838, "group": 1, "id": "year" }, ... ] "links": [ { "Weight": 8, "source": "year", "target": "old" }, ... ] }

GetNodesByTfidf

• URL: /tfidf/[threshold]/

• Description: Get the output of TfidfVectorizer

• Method: GET

• URL Params

  • Optional:

    groups=[alpha] : y - get groups

    centrality=[alpha] : d - degree, c - closeness

• Success Response:

  In case groups=y and centrality=d

  • Code: 200
    Content: { "directed": false, "multigraph": false, "graph": {}, "nodes": [ { "degree_centrality": 0.02586206896551724, "group": 1, "id": "year" }, ... ] "links": [ { "Weight": 1.8841617785876779, "source": "year", "target": "old" }, ... ] }

GetSkipgramsByCount

• URL: /count/skipgram/[threshold]/

• Description: Get the output of CountVectorizer using Skipgramms

• Method: GET

• URL Params

  • Optional:

    groups=[alpha] : y - get groups

    centrality=[alpha] : d - degree, c - closeness

    window_size=[number]

• Success Response:

  In case groups=y and centrality=d

  • Code: 200
    Content: { "directed": false, "multigraph": false, "graph": {}, "nodes": [ { "degree_centrality": 0.02586206896551724, "group": 1, "id": "year" }, ... ] "links": [ { "Weight": 1.8841617785876779, "source": "year", "target": "old" }, ... ] }

GetSkipgramsByTfidf

• URL: /tfidf/skipgram/[threshold]/

• Description: Get the output of TfidfVectorizer using Skipgramms

• Method: GET

• URL Params

  • Optional:

    groups=[alpha] : y - get groups

    centrality=[alpha] : d - degree, c - closeness

    window_size=[number]

• Success Response:

  In case groups=y and centrality=d

  • Code: 200
    Content: { "directed": false, "multigraph": false, "graph": {}, "nodes": [ { "degree_centrality": 0.02586206896551724, "group": 1, "id": "year" }, ... ] "links": [ { "Weight": 1.8841617785876779, "source": "year", "target": "old" }, ... ] }