Examples

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Examples

Here are some examples of topics analysis using MeaningCloud API:

Extract all the possible topics of a text.

To show how to extract the topics we will use the following text as an example:

"Robert Downey Jr has topped Forbes magazine's annual list of the highest paid actors for the second year in a row. The 49-year-old star of the Iron Man and Avengers films made an estimated $75m over the past year, beating rivals Dwayne Johnson, Bradley Cooper, Chris Hemsworth and Leonardo DiCaprio."

  • Use the txt parameter to submit the text.
  • Choose with lang the language in which the text is going to be analyzed, in this case English, en.
  • Determine the language of the response body with ilang. This will be the language in which the response is returned, wether or not is the same of the analyzed text. In this case English, en.
  • Select a as the value for the tt parameter to extract all the possible topics.
  • Include your MeaningCloud license key as value for key parameter.
  • Choose an output format, for instance json as value for of.
  • Change the default value of the unknown words parameter, uw so the engine tries to find possible analysis when there are typos in the text.
Example using curl
curl -XPOST "https://api.meaningcloud.com/topics-2.0?key=<<YOUR OWN KEY>>&of=json&lang=en&ilang=en&txt=Robert%20Downey%20Jr%20has%20topped%20Forbes%20magazine%27s%20annual%20list%20of%20the%20highest%20paid%20actors%20for%20the%20second%20year%20in%20a%20row.%20The%2049-year-old%20star%20of%20the%20Iron%20Man%20and%20Avengers%20films%20made%20an%20estimated%20%2475m%20over%20the%20past%20year%2C%20beating%20rivals%20Dwayne%20Johnson%2C%20Bradley%20Cooper%2C%20Chris%20Hemsworth%20and%20Leonardo%20DiCaprio.&tt=a&uw=y"
MeaningCloud API output
{
  "status": {
    "code": "0",
    "msg": "OK",
    "credits": "1"
  },
  "entity_list": [
    {
      "form": "Robert Downey Jr",
      "id": "__12123288058840445720",
      "sementity": {
        "class": "instance",
        "type": "Top>Person>FullName",
        "confidence": "unknown"
      },
      "variant_list": [
        {
          "form": "Robert Downey Jr",
          "inip": "0",
          "endp": "15"
        }
      ],
      "relevance": "100"
    },
    {
      "form": "Forbes",
      "id": "db0f9829ff",
      "sementity": {
        "class": "instance",
        "fiction": "nonfiction",
        "id": "ODENTITY_MAGAZINE",
        "type": "Top>Product>CulturalProduct>Printing>Magazine"
      },
      "semgeo_list": [
        {
          "continent": {
            "form": "America",
            "id": "33fc13e6dd"
          },
          "country": {
            "form": "United States",
            "id": "beac1b545b",
            "standard_list": [
              {
                "id": "ISO3166-1-a2",
                "value": "US"
              },
              {
                "id": "ISO3166-1-a3",
                "value": "USA"
              }
            ]
          }
        }
      ],
      "semld_list": [
        "http://en.wikipedia.org/wiki/Forbes",
        "http://ar.wikipedia.org/wiki/فوربس_(مجلة)",
        "http://ca.wikipedia.org/wiki/Forbes",
        "http://cs.wikipedia.org/wiki/Forbes",
        "http://da.wikipedia.org/wiki/Forbes",
        "http://de.wikipedia.org/wiki/Forbes_(Zeitschrift)",
        "http://es.wikipedia.org/wiki/Forbes",
        "http://fi.wikipedia.org/wiki/Forbes",
        "http://fr.wikipedia.org/wiki/Forbes_(magazine)",
        "http://he.wikipedia.org/wiki/פורבס",
        "http://hi.wikipedia.org/wiki/फ़ोर्ब्स",
        "http://id.wikipedia.org/wiki/Forbes",
        "http://it.wikipedia.org/wiki/Forbes",
        "http://ja.wikipedia.org/wiki/フォーブス_(雑誌)",
        "http://ko.wikipedia.org/wiki/포브스",
        "http://nl.wikipedia.org/wiki/Forbes_(tijdschrift)",
        "http://no.wikipedia.org/wiki/Forbes",
        "http://pl.wikipedia.org/wiki/Forbes",
        "http://pt.wikipedia.org/wiki/Forbes",
        "http://ro.wikipedia.org/wiki/Forbes",
        "http://ru.wikipedia.org/wiki/Forbes",
        "http://sv.wikipedia.org/wiki/Forbes",
        "http://th.wikipedia.org/wiki/ฟอบส์",
        "http://tr.wikipedia.org/wiki/Forbes",
        "http://zh.wikipedia.org/wiki/福布斯",
        "http://sw.cyc.com/concept/Mx4rvvGR1pwpEbGdrcN5Y29ycA",
        "http://umbel.org/umbel/rc/Magazine",
        "sumo:Magazine"
      ],
      "semtheme_list": [
        {
          "id": "ODTHEME_ECONOMY",
          "type": "Top>SocialSciences>Economy"
        }
      ],
      "variant_list": [
        {
          "form": "Forbes",
          "inip": "28",
          "endp": "33"
        }
      ],
      "relevance": "100"
    },
    {
      "form": "Iron Man",
      "id": "529e97f38e",
      "sementity": {
        "class": "instance",
        "fiction": "nonfiction",
        "id": "ODENTITY_MOVIE",
        "type": "Top>Product>CulturalProduct>Movie"
      },
      "semld_list": [
        "http://en.wikipedia.org/wiki/Iron_Man",
        "http://ar.wikipedia.org/wiki/الرجل_الحديدي",
        "http://ca.wikipedia.org/wiki/Iron_Man",
        "http://cs.wikipedia.org/wiki/Iron_Man",
        "http://da.wikipedia.org/wiki/Iron_Man",
        "http://de.wikipedia.org/wiki/Iron_Man",
        "http://es.wikipedia.org/wiki/Iron_Man",
        "http://fi.wikipedia.org/wiki/Rautamies",
        "http://fr.wikipedia.org/wiki/Iron_Man_(comics)",
        "http://he.wikipedia.org/wiki/איירון_מן",
        "http://hi.wikipedia.org/wiki/आयरन_मैन",
        "http://id.wikipedia.org/wiki/Iron_Man",
        "http://it.wikipedia.org/wiki/Iron_Man",
        "http://ja.wikipedia.org/wiki/アイアンマン",
        "http://ko.wikipedia.org/wiki/아이언맨",
        "http://nl.wikipedia.org/wiki/Iron_Man_(Marvel)",
        "http://pl.wikipedia.org/wiki/Iron_Man",
        "http://pt.wikipedia.org/wiki/Homem_de_Ferro",
        "http://ro.wikipedia.org/wiki/Omul_de_Oțel",
        "http://ru.wikipedia.org/wiki/Железный_человек",
        "http://sv.wikipedia.org/wiki/Iron_Man_(seriefigur)",
        "http://tr.wikipedia.org/wiki/Demir_Adam",
        "http://zh.wikipedia.org/wiki/鋼鐵人",
        "http://sw.cyc.com/concept/Mx4r9amhK12eR2mPO0M8QZv4JA",
        "http://umbel.org/umbel/rc/CartoonCharacter",
        "http://umbel.org/umbel/rc/FictionalCharacter",
        "http://umbel.org/umbel/rc/PersonWithOccupation",
        "sumo:MotionPicture"
      ],
      "semtheme_list": [
        {
          "id": "ODTHEME_CINEMA",
          "type": "Top>Arts>Cinema"
        }
      ],
      "variant_list": [
        {
          "form": "Iron Man",
          "inip": "143",
          "endp": "150"
        }
      ],
      "relevance": "100"
    },
    {
      "form": "Dwayne Johnson",
      "id": "__4280586672389134159",
      "sementity": {
        "class": "instance",
        "type": "Top>Person>FullName",
        "confidence": "unknown"
      },
      "variant_list": [
        {
          "form": "Dwayne Johnson",
          "inip": "229",
          "endp": "242"
        }
      ],
      "relevance": "100"
    },
    {
      "form": "Bradley Cooper",
      "official_form": "Bradley Charles Cooper",
      "id": "3e7c9ae34b",
      "sementity": {
        "class": "instance",
        "fiction": "nonfiction",
        "id": "ODENTITY_FULL_NAME",
        "type": "Top>Person>FullName"
      },
      "semgeo_list": [
        {
          "continent": {
            "form": "America",
            "id": "33fc13e6dd"
          },
          "country": {
            "form": "United States",
            "id": "beac1b545b",
            "standard_list": [
              {
                "id": "ISO3166-1-a2",
                "value": "US"
              },
              {
                "id": "ISO3166-1-a3",
                "value": "USA"
              }
            ]
          }
        }
      ],
      "semld_list": [
        "http://en.wikipedia.org/wiki/Bradley_Cooper",
        "http://ar.wikipedia.org/wiki/برادلي_كوبر",
        "http://ca.wikipedia.org/wiki/Bradley_Cooper",
        "http://cs.wikipedia.org/wiki/Bradley_Cooper",
        "http://de.wikipedia.org/wiki/Bradley_Cooper",
        "http://es.wikipedia.org/wiki/Bradley_Cooper",
        "http://fi.wikipedia.org/wiki/Bradley_Cooper",
        "http://fr.wikipedia.org/wiki/Bradley_Cooper",
        "http://he.wikipedia.org/wiki/בראדלי_קופר",
        "http://id.wikipedia.org/wiki/Bradley_Cooper",
        "http://it.wikipedia.org/wiki/Bradley_Cooper",
        "http://ja.wikipedia.org/wiki/ブラッドリー・クーパー",
        "http://ko.wikipedia.org/wiki/브래들리_쿠퍼",
        "http://nl.wikipedia.org/wiki/Bradley_Cooper",
        "http://no.wikipedia.org/wiki/Bradley_Cooper",
        "http://pl.wikipedia.org/wiki/Bradley_Cooper",
        "http://pt.wikipedia.org/wiki/Bradley_Cooper",
        "http://ro.wikipedia.org/wiki/Bradley_Cooper",
        "http://ru.wikipedia.org/wiki/Купер,_Брэдли",
        "http://sv.wikipedia.org/wiki/Bradley_Cooper",
        "http://tr.wikipedia.org/wiki/Bradley_Cooper",
        "http://zh.wikipedia.org/wiki/布萊德利·古柏",
        "http://d-nb.info/gnd/140279423",
        "http://data.europa.eu/euodp/jrc-names/Bradley_Cooper",
        "http://sw.cyc.com/concept/Mx4rUVN8I0pNQEOIB57fZqPUgg",
        "http://www.bbc.co.uk/things/71bde1f1-0568-4378-8da9-a21f7eef676d#id",
        "http://www.w3.org/2006/03/wn/wn20/instances/synset-actor-noun-1",
        "sumo:Human"
      ],
      "semtheme_list": [
        {
          "id": "ODTHEME_CINEMA",
          "type": "Top>Arts>Cinema"
        }
      ],
      "variant_list": [
        {
          "form": "Bradley Cooper",
          "inip": "245",
          "endp": "258"
        }
      ],
      "relevance": "100"
    },
    {
      "form": "Chris Hemsworth",
      "id": "b2e6c3b771",
      "sementity": {
        "class": "instance",
        "fiction": "nonfiction",
        "id": "ODENTITY_FULL_NAME",
        "type": "Top>Person>FullName"
      },
      "semld_list": [
        "http://en.wikipedia.org/wiki/Chris_Hemsworth",
        "http://ar.wikipedia.org/wiki/كريس_هيمسوورث",
        "http://ca.wikipedia.org/wiki/Chris_Hemsworth",
        "http://cs.wikipedia.org/wiki/Chris_Hemsworth",
        "http://de.wikipedia.org/wiki/Chris_Hemsworth",
        "http://es.wikipedia.org/wiki/Chris_Hemsworth",
        "http://fi.wikipedia.org/wiki/Chris_Hemsworth",
        "http://fr.wikipedia.org/wiki/Chris_Hemsworth",
        "http://he.wikipedia.org/wiki/כריס_המסוורת'",
        "http://id.wikipedia.org/wiki/Chris_Hemsworth",
        "http://it.wikipedia.org/wiki/Chris_Hemsworth",
        "http://ja.wikipedia.org/wiki/クリス・ヘムズワース",
        "http://ko.wikipedia.org/wiki/크리스_헴스워스",
        "http://nl.wikipedia.org/wiki/Chris_Hemsworth",
        "http://no.wikipedia.org/wiki/Chris_Hemsworth",
        "http://pl.wikipedia.org/wiki/Chris_Hemsworth",
        "http://pt.wikipedia.org/wiki/Chris_Hemsworth",
        "http://ro.wikipedia.org/wiki/Chris_Hemsworth",
        "http://ru.wikipedia.org/wiki/Хемсворт,_Крис",
        "http://sv.wikipedia.org/wiki/Chris_Hemsworth",
        "http://th.wikipedia.org/wiki/คริส_เฮมส์เวิร์ท",
        "http://tr.wikipedia.org/wiki/Chris_Hemsworth",
        "http://zh.wikipedia.org/wiki/克里斯·海姆斯沃斯",
        "http://d-nb.info/gnd/140983643",
        "http://data.europa.eu/euodp/jrc-names/Chris_Hemsworth",
        "http://sw.cyc.com/concept/Mx4rb9wi5DA5TSK_pXqMKIsFRQ",
        "http://viaf.org/viaf/162468877",
        "sumo:Human"
      ],
      "semtheme_list": [
        {
          "id": "ODTHEME_CINEMA",
          "type": "Top>Arts>Cinema"
        }
      ],
      "variant_list": [
        {
          "form": "Chris Hemsworth",
          "inip": "261",
          "endp": "275"
        }
      ],
      "relevance": "100"
    },
    {
      "form": "Leonardo DiCaprio",
      "id": "8119b88b6d",
      "sementity": {
        "class": "instance",
        "fiction": "nonfiction",
        "id": "ODENTITY_FULL_NAME",
        "type": "Top>Person>FullName"
      },
      "semld_list": [
        "http://en.wikipedia.org/wiki/Leonardo_DiCaprio",
        "http://ar.wikipedia.org/wiki/ليوناردو_دي_كابريو",
        "http://ca.wikipedia.org/wiki/Leonardo_DiCaprio",
        "http://cs.wikipedia.org/wiki/Leonardo_DiCaprio",
        "http://da.wikipedia.org/wiki/Leonardo_DiCaprio",
        "http://de.wikipedia.org/wiki/Leonardo_DiCaprio",
        "http://es.wikipedia.org/wiki/Leonardo_DiCaprio",
        "http://fi.wikipedia.org/wiki/Leonardo_DiCaprio",
        "http://fr.wikipedia.org/wiki/Leonardo_DiCaprio",
        "http://he.wikipedia.org/wiki/לאונרדו_דיקפריו",
        "http://hi.wikipedia.org/wiki/लियोनार्डो_डिकैप्रियो",
        "http://id.wikipedia.org/wiki/Leonardo_DiCaprio",
        "http://it.wikipedia.org/wiki/Leonardo_DiCaprio",
        "http://ja.wikipedia.org/wiki/レオナルド・ディカプリオ",
        "http://ko.wikipedia.org/wiki/레오나르도_디카프리오",
        "http://nl.wikipedia.org/wiki/Leonardo_DiCaprio",
        "http://no.wikipedia.org/wiki/Leonardo_DiCaprio",
        "http://pl.wikipedia.org/wiki/Leonardo_DiCaprio",
        "http://pt.wikipedia.org/wiki/Leonardo_DiCaprio",
        "http://ro.wikipedia.org/wiki/Leonardo_DiCaprio",
        "http://ru.wikipedia.org/wiki/Ди_Каприо,_Леонардо",
        "http://sv.wikipedia.org/wiki/Leonardo_DiCaprio",
        "http://th.wikipedia.org/wiki/ลีโอนาร์โด_ดิแคพรีโอ",
        "http://tr.wikipedia.org/wiki/Leonardo_DiCaprio",
        "http://zh.wikipedia.org/wiki/莱昂纳多·迪卡普里奥",
        "http://data.linkedmdb.org/resource/producer/9844",
        "http://d-nb.info/gnd/119555751",
        "http://data.europa.eu/euodp/jrc-names/Leonardo_di_Caprio",
        "http://data.linkedmdb.org/resource/producer/9844",
        "http://data.nytimes.com/N89283394203463173443",
        "http://sw.cyc.com/concept/Mx4rvVyQ4pwpEbGdrcN5Y29ycA",
        "http://umbel.org/umbel/rc/Actor",
        "http://umbel.org/umbel/rc/Artist",
        "http://umbel.org/umbel/rc/PersonWithOccupation",
        "http://www.bbc.co.uk/things/41219edf-2207-4de9-8793-2beedd4d0047#id",
        "http://www.w3.org/2006/03/wn/wn20/instances/synset-actor-noun-1",
        "@LeoDiCaprio",
        "@LeoDiCaprio_",
        "@LeoDiCaprioLVR",
        "@LeonardoDaily",
        "@Xmovie_quotesX",
        "https://www.facebook.com/pages/Leonardo-DiCaprio-/134140363270143",
        "sumo:Human"
      ],
      "semtheme_list": [
        {
          "id": "ODTHEME_CINEMA",
          "type": "Top>Arts>Cinema"
        }
      ],
      "variant_list": [
        {
          "form": "Leonardo DiCaprio",
          "inip": "281",
          "endp": "297"
        }
      ],
      "relevance": "100"
    }
  ],
  "concept_list": [
    {
      "form": "magazine",
      "id": "a0a1a5401f",
      "sementity": {
        "class": "class",
        "fiction": "nonfiction",
        "id": "ODENTITY_MAGAZINE",
        "type": "Top>Product>CulturalProduct>Printing>Magazine"
      },
      "semld_list": [
        "http://en.wikipedia.org/wiki/Magazine",
        "http://ar.wikipedia.org/wiki/مجلة",
        "http://ca.wikipedia.org/wiki/Revista",
        "http://cs.wikipedia.org/wiki/Časopis",
        "http://da.wikipedia.org/wiki/Tidsskrift",
        "http://de.wikipedia.org/wiki/Zeitschrift",
        "http://es.wikipedia.org/wiki/Revista",
        "http://fi.wikipedia.org/wiki/Aikakauslehti",
        "http://fr.wikipedia.org/wiki/Magazine",
        "http://he.wikipedia.org/wiki/כתב_עת",
        "http://hi.wikipedia.org/wiki/पत्रिका",
        "http://id.wikipedia.org/wiki/Majalah",
        "http://it.wikipedia.org/wiki/Rivista",
        "http://ja.wikipedia.org/wiki/雑誌",
        "http://ko.wikipedia.org/wiki/잡지",
        "http://nl.wikipedia.org/wiki/Tijdschrift",
        "http://no.wikipedia.org/wiki/Tidsskrift",
        "http://pl.wikipedia.org/wiki/Czasopismo",
        "http://pt.wikipedia.org/wiki/Revista",
        "http://ro.wikipedia.org/wiki/Revistă",
        "http://ru.wikipedia.org/wiki/Журнал",
        "http://sv.wikipedia.org/wiki/Tidskrift",
        "http://th.wikipedia.org/wiki/นิตยสาร",
        "http://tr.wikipedia.org/wiki/Dergi",
        "http://zh.wikipedia.org/wiki/杂志",
        "http://d-nb.info/gnd/4067488-5",
        "http://data.nytimes.com/N16066212747199164690",
        "sumo:Magazine"
      ],
      "variant_list": [
        {
          "form": "magazine",
          "inip": "35",
          "endp": "42"
        }
      ],
      "relevance": "100"
    },
    {
      "form": "actor",
      "id": "99e6d7a3f6",
      "sementity": {
        "class": "class",
        "fiction": "nonfiction",
        "id": "ODENTITY_VOCATION",
        "type": "Top>OtherEntity>Vocation"
      },
      "semld_list": [
        "http://en.wikipedia.org/wiki/Actor",
        "http://ar.wikipedia.org/wiki/ممثل",
        "http://ca.wikipedia.org/wiki/Actor",
        "http://cs.wikipedia.org/wiki/Herec",
        "http://da.wikipedia.org/wiki/Skuespiller",
        "http://de.wikipedia.org/wiki/Schauspieler",
        "http://es.wikipedia.org/wiki/Actor",
        "http://fi.wikipedia.org/wiki/Näyttelijä",
        "http://fr.wikipedia.org/wiki/Acteur",
        "http://he.wikipedia.org/wiki/שחקן",
        "http://hi.wikipedia.org/wiki/अभिनेता",
        "http://id.wikipedia.org/wiki/Pemeran",
        "http://it.wikipedia.org/wiki/Attore",
        "http://ja.wikipedia.org/wiki/俳優",
        "http://ko.wikipedia.org/wiki/배우",
        "http://nl.wikipedia.org/wiki/Acteur",
        "http://no.wikipedia.org/wiki/Skuespiller",
        "http://pl.wikipedia.org/wiki/Aktor",
        "http://pt.wikipedia.org/wiki/Ator",
        "http://ro.wikipedia.org/wiki/Actor",
        "http://ru.wikipedia.org/wiki/Актёр",
        "http://sv.wikipedia.org/wiki/Skådespelare",
        "http://th.wikipedia.org/wiki/นักแสดง",
        "http://tr.wikipedia.org/wiki/Oyuncu",
        "http://zh.wikipedia.org/wiki/演員",
        "http://d-nb.info/gnd/4052154-0",
        "http://data.nytimes.com/N27747534029675618480",
        "sumo:Position"
      ],
      "semtheme_list": [
        {
          "id": "ODTHEME_CINEMA",
          "type": "Top>Arts>Cinema"
        }
      ],
      "variant_list": [
        {
          "form": "actors",
          "inip": "78",
          "endp": "83"
        }
      ],
      "relevance": "100"
    },
    {
      "form": "star",
      "id": "35d8a8e65d",
      "sementity": {
        "class": "class",
        "fiction": "nonfiction",
        "id": "ODENTITY_VOCATION",
        "type": "Top>OtherEntity>Vocation"
      },
      "semld_list": [
        "sumo:Position"
      ],
      "semtheme_list": [
        {
          "id": "ODTHEME_MEDIA",
          "type": "Top>Society>Media"
        }
      ],
      "variant_list": [
        {
          "form": "star",
          "inip": "131",
          "endp": "134"
        }
      ],
      "relevance": "100"
    },
    {
      "form": "star",
      "id": "c5994b45cc",
      "sementity": {
        "class": "class",
        "fiction": "nonfiction",
        "id": "ODENTITY_STAR",
        "type": "Top>Location>AstralBody>Star"
      },
      "semld_list": [
        "http://en.wikipedia.org/wiki/Star",
        "http://ar.wikipedia.org/wiki/نجم",
        "http://ca.wikipedia.org/wiki/Estrella",
        "http://cs.wikipedia.org/wiki/Hvězda",
        "http://da.wikipedia.org/wiki/Stjerne",
        "http://de.wikipedia.org/wiki/Stern",
        "http://es.wikipedia.org/wiki/Estrella",
        "http://fi.wikipedia.org/wiki/Tähti",
        "http://fr.wikipedia.org/wiki/Étoile",
        "http://he.wikipedia.org/wiki/כוכב",
        "http://hi.wikipedia.org/wiki/तारा",
        "http://id.wikipedia.org/wiki/Bintang",
        "http://it.wikipedia.org/wiki/Stella",
        "http://ja.wikipedia.org/wiki/恒星",
        "http://ko.wikipedia.org/wiki/항성",
        "http://nl.wikipedia.org/wiki/Ster_(hemellichaam)",
        "http://no.wikipedia.org/wiki/Stjerne",
        "http://pl.wikipedia.org/wiki/Gwiazda",
        "http://pt.wikipedia.org/wiki/Estrela",
        "http://ro.wikipedia.org/wiki/Stea",
        "http://ru.wikipedia.org/wiki/Звезда",
        "http://sv.wikipedia.org/wiki/Stjärna",
        "http://th.wikipedia.org/wiki/ดาวฤกษ์",
        "http://tr.wikipedia.org/wiki/Yıldız",
        "http://zh.wikipedia.org/wiki/恒星",
        "http://d-nb.info/gnd/4057342-4",
        "http://www.springernature.com/scigraph/things/subjects/stars",
        "sumo:Star"
      ],
      "semtheme_list": [
        {
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