python 및 머신러닝 교육, 슬로우캠퍼스

Freebase API

Open API 2013. 7. 18. 16:29

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Freebase contains at this time of writing more than 39 million topics, 2,011 types, and more than 30,000 properties. This is not a small database by any measure. If you were to think of it in terms of relational databases, it is probably the database with the most number of relational tables (2,011 types), and the most number of table columns (30,000+ properties). https://developers.google.com/freebase/

https://www.googleapis.com/freebase/v1/rdf/m/02h40lc

https://www.googleapis.com/freebase/v1/topic/m/02pnlzh/

결과는 아래와 같은 JSON 메시지를 받는다. Chrome plugin 으로 JSON viewer 등을 설치하여 아래와 같이 json을 이쁘게 출력해 준다.

{

id: "/m/02pnlzh",
property:
{
- /award/award_nominee/award_nominations:
  {
  - valuetype: "compound",
  - values:
    [
    {
    text: "Academy Award for Best Original Screenplay - Ivan Goff - Man of a Thousand Faces - 1957 - tina526 - Award Nomination",
    lang: "en",
    id: "/m/05bq9_8",
    creator: "/user/tina526",
    timestamp: "2009-01-26T21:51:52.000Z",
    property:
    {
    /award/award_nomination/award:
    {
    valuetype: "object",
    values:
    [
    {
    text: "Academy Award for Best Original Screenplay",
    lang: "en",
    id: "/m/0gr51",
    creator: "/user/tina526",
    timestamp: "2009-01-26T21:51:52.000Z"
    }
    ],
    count: 1
    },
    /award/award_nomination/award_nominee:
    {
    valuetype: "object",
    values:
    [
    {
    text: "Ivan Goff",
    lang: "en",
    id: "/m/06hkn_",
    creator: "/user/tina526",
    timestamp: "2009-01-26T21:51:52.000Z"
    },
    {
    text: "Ralph Wheelwright",
    lang: "en",
    id: "/m/05c7vks",
    creator: "/user/tina526",
    timestamp: "2009-01-31T19:31:56.001Z"
    },
    {
    text: "Robert Wright Campbell",
    lang: "en",
    id: "/m/0b6jcp6",
    creator: "/user/merge_bot",
    timestamp: "2011-03-14T20:57:39.000Z"
    }
    ],
    count: 4
    },
    /award/award_nomination/nominated_for:
    {
    valuetype: "object",
    values:
    [
    {
    text: "Man of a Thousand Faces",
    lang: "en",
    id: "/m/0f0r2z",
    creator: "/user/tina526",
    timestamp: "2009-01-26T21:51:52.000Z"
    }
    ],
    count: 1
    },
    /award/award_nomination/year:
    {
    valuetype: "datetime",
    values:
    [
    {
    text: "1957",
    lang: "",
    value: "1957",
    creator: "/user/tina526",
    timestamp: "2009-01-26T21:51:52.000Z"
    }
    ],
    count: 1
    },
    /type/object/attribution:
    {
    valuetype: "object",
    values:
    [
    {
    text: "tina526",
    lang: "en",
    id: "/m/03xk83f",
    creator: "/user/tina526",
    timestamp: "2009-01-26T21:51:52.000Z"
    }
    ],
    count: 1
    },
    /type/object/type:
    {
    valuetype: "object",
    values:
    [
    {
    text: "Award Nomination",
    lang: "en",
    id: "/award/award_nomination",
    creator: "/user/tina526",
    timestamp: "2009-01-26T21:51:52.000Z"
    }
    ],
    count: 1
    }
    }
    },
    {
    text: "Golden Globe Award for Best Television Series – Drama - Bruce Geller - Mannix - 1974 - ansamcw - Award Nomination",
    lang: "en",
    id: "/m/097lp51",
    creator: "/user/deleted_08_29_2011_01",
    timestamp: "2009-12-31T04:13:01.000Z",
    property:
    {
    /award/award_nomination/award:
    {
    valuetype: "object",
    values:
    [
    {
    text: "Golden Globe Award for Best Television Series – Drama",
    lang: "en",
    id: "/m/092v39t",
    creator: "/user/ansamcw",
    timestamp: "2009-12-07T19:31:23.001Z"
    }
    ],
    count: 1
    },
    /award/award_nomination/award_nominee:
    {
    valuetype: "object",
    values:
    [
    {
    text: "Bruce Geller",
    lang: "en",
    id: "/m/05_1xb",
    creator: "/user/deleted_08_29_2011_01",
    timestamp: "2009-12-31T04:13:01.000Z"
    },
    {
    text: "Ivan Goff",
    lang: "en",
    id: "/m/06hkn_",
    creator: "/user/deleted_08_29_2011_01",
    timestamp: "2009-12-31T04:13:01.000Z"
    }
    ],
    count: 3
    },
    /award/award_nomination/nominated_for:
    {
    valuetype: "object",
    values:
    [
    {
    text: "Mannix",
    lang: "en",
    id: "/m/03cf70",
    creator: "/user/ansamcw",
    timestamp: "2009-12-07T19:31:23.001Z"
    }
    ],
    count: 1
    },
    /award/award_nomination/year:
    {
    valuetype: "datetime",
    values:
    [
    {
    text: "1974",
    lang: "",
    value: "1974",
    creator: "/user/ansamcw",
    timestamp: "2009-12-07T19:31:23.001Z"
    }
    ],
    count: 1
    },
    /type/object/attribution:
    {
    valuetype: "object",
    values:
    [
    {
    text: "ansamcw",
    lang: "en",
    id: "/m/097lmn6",
    creator: "/user/ansamcw",
    timestamp: "2009-12-07T19:31:23.000Z"
    }
    ],
    count: 1
    },
    /type/object/type:
    {
    valuetype: "object",
    values:
    [
    {
    text: "Award Nomination",
    lang: "en",
    id: "/award/award_nomination",
    creator: "/user/ansamcw",
    timestamp: "2009-12-07T19:31:23.001Z"
    }
    ],
    count: 1
    }
    }
    },
    {
    text: "Golden Globe Award for Best Television Series – Drama - Bruce Geller - Mannix - 1972 - ansamcw - Award Nomination",
    lang: "en",
    id: "/m/097lp6m",
    creator: "/user/deleted_08_29_2011_01",
    timestamp: "2009-12-31T04:13:01.001Z",
    property:
    {
    /award/award_nomination/award:
    {
    valuetype: "object",
    values:
    [
    {
    text: "Golden Globe Award for Best Television Series – Drama",
    lang: "en",
    id: "/m/092v39t",
    creator: "/user/ansamcw",
    timestamp: "2009-12-07T19:31:24.000Z"
    }
    ],
    count: 1
    },
    /award/award_nomination/award_nominee:
    {
    valuetype: "object",
    values:
    [
    {
    text: "Bruce Geller",
    lang: "en",
    id: "/m/05_1xb",
    creator: "/user/deleted_08_29_2011_01",
    timestamp: "2009-12-31T04:13:01.001Z"
    },
    {
    text: "Ivan Goff",
    lang: "en",
    id: "/m/06hkn_",
    creator: "/user/deleted_08_29_2011_01",
    timestamp: "2009-12-31T04:13:01.001Z"
    }
    ],
    count: 3
    },
    /award/award_nomination/nominated_for:
    {
    valuetype: "object",
    values:
    [
    {
    text: "Mannix",
    lang: "en",
    id: "/m/03cf70",
    creator: "/user/ansamcw",
    timestamp: "2009-12-07T19:31:24.000Z"
    }
    ],
    count: 1
    },
    /award/award_nomination/year:
    {
    valuetype: "datetime",
    values:
    [
    {
    text: "1972",
    lang: "",
    value: "1972",
    creator: "/user/ansamcw",
    timestamp: "2009-12-07T19:31:24.000Z"
    }
    ],
    count: 1
    },
    /type/object/attribution:
    {
    valuetype: "object",
    values:
    [
    {
    text: "ansamcw",
    lang: "en",
    id: "/m/097lmn6",
    creator: "/user/ansamcw",
    timestamp: "2009-12-07T19:31:24.000Z"
    }
    ],
    count: 1
    },
    /type/object/type:
    {
    valuetype: "object",
    values:
    [
    {
    text: "Award Nomination",
    lang: "en",
    id: "/award/award_nomination",
    creator: "/user/ansamcw",
    timestamp: "2009-12-07T19:31:24.000Z"
    }
    ],
    count: 1
    }
    }
    },
    {
    text: "Golden Globe Award for Best Television Series – Drama - Bruce Geller - Mannix - 1973 - ansamcw - Award Nomination",
    lang: "en",
    id: "/m/097lp5w",
    creator: "/user/deleted_08_29_2011_01",
    timestamp: "2009-12-31T04:13:01.001Z",
    property:
    {
    /award/award_nomination/award:
    {
    valuetype: "object",
    values:
    [
    {
    text: "Golden Globe Award for Best Television Series – Drama",
    lang: "en",
    id: "/m/092v39t",
    creator: "/user/ansamcw",
    timestamp: "2009-12-07T19:31:23.003Z"
    }
    ],
    count: 1
    },
    /award/award_nomination/award_nominee:
    {
    valuetype: "object",
    values:
    [
    {
    text: "Bruce Geller",
    lang: "en",
    id: "/m/05_1xb",
    creator: "/user/deleted_08_29_2011_01",
    timestamp: "2009-12-31T04:13:01.000Z"
    },
    {
    text: "Ivan Goff",
    lang: "en",
    id: "/m/06hkn_",
    creator: "/user/deleted_08_29_2011_01",
    timestamp: "2009-12-31T04:13:01.000Z"
    }
    ],
    count: 3
    },
    /award/award_nomination/nominated_for:
    {
    valuetype: "object",
    values:
    [
    {
    text: "Mannix",
    lang: "en",
    id: "/m/03cf70",
    creator: "/user/ansamcw",
    timestamp: "2009-12-07T19:31:23.003Z"
    }
    ],
    count: 1
    },
    /award/award_nomination/year:
    {
    valuetype: "datetime",
    values:
    [
    {
    text: "1973",
    lang: "",
    value: "1973",
    creator: "/user/ansamcw",
    timestamp: "2009-12-07T19:31:23.003Z"
    }
    ],
    count: 1
    },
    /type/object/attribution:
    {
    valuetype: "object",
    values:
    [
    {
    text: "ansamcw",
    lang: "en",
    id: "/m/097lmn6",
    creator: "/user/ansamcw",
    timestamp: "2009-12-07T19:31:23.003Z"
    }
    ],
    count: 1
    },
    /type/object/type:
    {
    valuetype: "object",
    values:
    [
    {
    text: "Award Nomination",
    lang: "en",
    id: "/award/award_nomination",
    creator: "/user/ansamcw",
    timestamp: "2009-12-07T19:31:23.003Z"
    }
    ],
    count: 1
    }
    }
    },
    {
    text: "Golden Globe Award for Best Television Series – Drama - Bruce Geller - Mannix - 1970 - ansamcw - Award Nomination",
    lang: "en",
    id: "/m/097lp9j",
    creator: "/user/deleted_08_29_2011_01",
    timestamp: "2009-12-31T04:13:01.002Z",
    property:
    {
    /award/award_nomination/award:
    {
    valuetype: "object",
    values:
    [
    {
    text: "Golden Globe Award for Best Television Series – Drama",
    lang: "en",
    id: "/m/092v39t",
    creator: "/user/ansamcw",
    timestamp: "2009-12-07T19:31:25.005Z"
    }
    ],
    count: 1
    },
    /award/award_nomination/award_nominee:
    {
    valuetype: "object",
    values:
    [
    {
    text: "Bruce Geller",
    lang: "en",
    id: "/m/05_1xb",
    creator: "/user/deleted_08_29_2011_01",
    timestamp: "2009-12-31T04:13:01.001Z"
    },
    {
    text: "Ivan Goff",
    lang: "en",
    id: "/m/06hkn_",
    creator: "/user/deleted_08_29_2011_01",
    timestamp: "2009-12-31T04:13:01.002Z"
    }
    ],
    count: 3
    },
    /award/award_nomination/nominated_for:
    {
    valuetype: "object",
    values:
    [
    {
    text: "Mannix",
    lang: "en",
    id: "/m/03cf70",
    creator: "/user/ansamcw",
    timestamp: "2009-12-07T19:31:25.005Z"
    }
    ],
    count: 1
    },
    /award/award_nomination/year:
    {
    valuetype: "datetime",
    values:
    [
    {
    text: "1970",
    lang: "",
    value: "1970",
    creator: "/user/ansamcw",
    timestamp: "2009-12-07T19:31:25.005Z"
    }
    ],
    count: 1
    },
    /type/object/attribution:
    {
    valuetype: "object",
    values:
    [
    {
    text: "ansamcw",
    lang: "en",
    id: "/m/097lmn6",
    creator: "/user/ansamcw",
    timestamp: "2009-12-07T19:31:25.005Z"
    }
    ],
    count: 1
    },
    /type/object/type:
    {
    valuetype: "object",
    values:
    [
    {
    text: "Award Nomination",
    lang: "en",
    id: "/award/award_nomination",
    creator: "/user/ansamcw",
    timestamp: "2009-12-07T19:31:25.005Z"
    }
    ],
    count: 1
    }
    }
    },
    {
    text: "Primetime Emmy Award for Outstanding Drama Series-Continuing - Ivan Goff - Mannix - 1973 - annelucero - Award Nomination",
    lang: "en",
    id: "/m/0w47js6",
    creator: "/user/annelucero",
    timestamp: "2013-07-06T05:46:23.000Z",
    property:
    {
    /award/award_nomination/award:
    {
    valuetype: "object",
    values:
    [
    {
    text: "Primetime Emmy Award for Outstanding Drama Series-Continuing",
    lang: "en",
    id: "/m/0t5gn1y",
    creator: "/user/annelucero",
    timestamp: "2013-07-05T18:27:58.000Z"
    }
    ],
    count: 1
    },
    /award/award_nomination/award_nominee:
    {
    valuetype: "object",
    values:
    [
    {
    text: "Ivan Goff",
    lang: "en",
    id: "/m/06hkn_",
    creator: "/user/annelucero",
    timestamp: "2013-07-05T18:27:58.000Z"
    },
    {
    text: "Bruce Geller",
    lang: "en",
    id: "/m/05_1xb",
    creator: "/user/annelucero",
    timestamp: "2013-07-05T18:27:58.000Z"
    }
    ],
    count: 3
    },
    /award/award_nomination/nominated_for:
    {
    valuetype: "object",
    values:
    [
    {
    text: "Mannix",
    lang: "en",
    id: "/m/03cf70",
    creator: "/user/annelucero",
    timestamp: "2013-07-05T18:27:58.000Z"
    }
    ],
    count: 1
    },
    /award/award_nomination/year:
    {
    valuetype: "datetime",
    values:
    [
    {
    text: "1973",
    lang: "",
    value: "1973",
    creator: "/user/annelucero",
    timestamp: "2013-07-05T18:27:58.000Z"
    }
    ],
    count: 1
    },
    /type/object/attribution:
    {
    valuetype: "object",
    values:
    [
    {
    text: "annelucero",
    lang: "en",
    id: "/m/0j2bxjk",
    creator: "/user/annelucero",
    timestamp: "2013-07-05T18:27:58.000Z"
    }
    ],
    count: 1
    },
    /type/object/type:
    {
    valuetype: "object",
    values:
    [
    {
    text: "Award Nomination",
    lang: "en",
    id: "/award/award_nomination",
    creator: "/user/annelucero",
    timestamp: "2013-07-05T18:27:58.000Z"
    }
    ],
    count: 1
    }
    }
    },
    {
    text: "Primetime Emmy Award for Outstanding Drama Series - Ivan Goff - Mannix - 1972 - diegofdzhdz - Award Nomination",
    lang: "en",
    id: "/m/0ly_51f",
    creator: "/user/katepingoy",
    timestamp: "2013-07-14T09:46:13.000Z",
    property:
    {
    /award/award_nomination/award:
    {
    valuetype: "object",
    values:
    [
    {
    text: "Primetime Emmy Award for Outstanding Drama Series",
    lang: "en",
    id: "/m/0fbtbt",
    creator: "/user/diegofdzhdz",
    timestamp: "2012-09-11T01:33:16.002Z"
    }
    ],
    count: 1
    },
    /award/award_nomination/award_nominee:
    {
    valuetype: "object",
    values:
    [
    {
    text: "Ivan Goff",
    lang: "en",
    id: "/m/06hkn_",
    creator: "/user/katepingoy",
    timestamp: "2013-07-14T09:46:13.000Z"
    },
    {
    text: "Bruce Geller",
    lang: "en",
    id: "/m/05_1xb",
    creator: "/user/katepingoy",
    timestamp: "2013-07-14T09:46:13.000Z"
    }
    ],
    count: 3
    },
    /award/award_nomination/nominated_for:
    {
    valuetype: "object",
    values:
    [
    {
    text: "Mannix",
    lang: "en",
    id: "/m/03cf70",
    creator: "/user/diegofdzhdz",
    timestamp: "2012-09-11T01:33:16.001Z"
    }
    ],
    count: 1
    },
    /award/award_nomination/year:
    {
    valuetype: "datetime",
    values:
    [
    {
    text: "1972",
    lang: "",
    value: "1972",
    creator: "/user/diegofdzhdz",
    timestamp: "2012-09-11T01:33:16.001Z"
    }
    ],
    count: 1
    },
    /type/object/attribution:
    {
    valuetype: "object",
    values:
    [
    {
    text: "diegofdzhdz",
    lang: "en",
    id: "/m/0gyf07k",
    creator: "/user/diegofdzhdz",
    timestamp: "2012-09-11T01:33:16.001Z"
    }
    ],
    count: 1
    },
    /type/object/type:
    {
    valuetype: "object",
    values:
    [
    {
    text: "Award Nomination",
    lang: "en",
    id: "/award/award_nomination",
    creator: "/user/diegofdzhdz",
    timestamp: "2012-09-11T01:33:16.001Z"
    }
    ],
    count: 1
    }
    }
    }
    ],
  - count: 7
  },
- /award/award_winner/awards_won:
  {
  - valuetype: "compound",
  - values:
    [
    {
    text: "Golden Globe Award for Best Television Series – Drama - Bruce Geller - 29th Golden Globe Awards - Mannix - 1972 - ansamcw - Award Honor",
    lang: "en",
    id: "/m/097l8p5",
    creator: "/user/deleted_08_29_2011_01",
    timestamp: "2009-12-13T19:48:20.004Z",
    property:
    {
    /award/award_honor/award:
    {
    valuetype: "object",
    values:
    [
    {
    text: "Golden Globe Award for Best Television Series – Drama",
    lang: "en",
    id: "/m/092v39t",
    creator: "/user/ansamcw",
    timestamp: "2009-12-07T19:14:32.005Z"
    }
    ],
    count: 1
    },
    /award/award_honor/award_winner:
    {
    valuetype: "object",
    values:
    [
    {
    text: "Bruce Geller",
    lang: "en",
    id: "/m/05_1xb",
    creator: "/user/deleted_08_29_2011_01",
    timestamp: "2009-12-13T19:48:20.005Z"
    },
    {
    text: "Ivan Goff",
    lang: "en",
    id: "/m/06hkn_",
    creator: "/user/deleted_08_29_2011_01",
    timestamp: "2009-12-13T19:48:20.004Z"
    }
    ],
    count: 3
    },
    /award/award_honor/ceremony:
    {
    valuetype: "object",
    values:
    [
    {
    text: "29th Golden Globe Awards",
    lang: "en",
    id: "/m/026kqql",
    creator: "/user/mgatbonton",
    timestamp: "2012-09-27T02:34:15.000Z"
    }
    ],
    count: 1
    },
    /award/award_honor/honored_for:
    {
    valuetype: "object",
    values:
    [
    {
    text: "Mannix",
    lang: "en",
    id: "/m/03cf70",
    creator: "/user/ansamcw",
    timestamp: "2009-12-07T19:14:32.005Z"
    }
    ],
    count: 1
    },
    /award/award_honor/year:
    {
    valuetype: "datetime",
    values:
    [
    {
    text: "1972",
    lang: "",
    value: "1972",
    creator: "/user/ansamcw",
    timestamp: "2009-12-07T19:14:32.005Z"
    }
    ],
    count: 1
    },
    /type/object/attribution:
    {
    valuetype: "object",
    values:
    [
    {
    text: "ansamcw",
    lang: "en",
    id: "/m/097l8bj",
    creator: "/user/ansamcw",
    timestamp: "2009-12-07T19:14:32.004Z"
    }
    ],
    count: 1
    },
    /type/object/type:
    {
    valuetype: "object",
    values:
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    value: "#9202a8c04000641f80000000055a4bcf"
    }
    ],
  - count: 1
  },
- /type/object/creator:
  {
  - valuetype: "object",
  - values:
    [
    {
    text: "mwcl_wikipedia_en",
    lang: "",
    id: "/user/mwcl_wikipedia_en",
    timestamp: "2007-07-28T00:30:14.000Z"
    }
    ],
  - count: 1
  },
- /type/object/timestamp:
  {
  - valuetype: "datetime",
  - values:
    [
    {
    text: "2007-07-28T00:30:14.000Z",
    lang: "en",
    value: "2007-07-28T00:30:14.000Z"
    }
    ],
  - count: 1
  },
- /type/object/permission:
  {
  - valuetype: "object",
  - values:
    [
    {
    text: "/boot/all_permission",
    lang: "",
    id: "/boot/all_permission"
    }
    ],
  - count: 1
  }
}

}

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WRITTEN BY

: manager@
Data Analysis, Text/Knowledge Mining, Python, Cloud Computing, Platform

python 및 머신러닝 교육, 슬로우캠퍼스

Freebase API

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