Risque de cancer basé sur l'activité physique à l'aide d'un EntityStore : Nouveautés de Wolfram Language 11

Risque de cancer basé sur l'activité physique à l'aide d'un EntityStore

Une étude de 2016 publiée dans doi:10.1001/jamainternmed.2016.1548 a étudié le risque de cancer en fonction du niveau d'activité physique pendant les loisirs. Cet exemple combine Dataset, EntityStore et d'autres fonctionnalités intégrées avec ces données pour explorer quels types de cancer ont la plus grande réduction de risque associée à des niveaux élevés d'activité physique pendant les loisirs.

Créez un Dataset en utilisant les données de l'étude.

Afficher l'entrée complète en Wolfram Language

In[1]:=

datagrid = \!\(\*
TagBox[GridBox[{
{"\"\<esophageal adenocarcinoma\>\"", "899", "0.58", 
RowBox[{"{", 
TemplateBox[{"\"esophagus\"",RowBox[{"Entity", "[", 
RowBox[{"\"AnatomicalStructure\"", ",", "\"Esophagus\""}], "]"}],
           "\"Entity[\\\"AnatomicalStructure\\\", \
\\\"Esophagus\\\"]\"","\"anatomical structure\""},
"Entity"], "}"}], 
TemplateBox[{"\"esophageal cancer\"",RowBox[{"Entity", "[", 
RowBox[{"\"Disease\"", ",", "\"ICDNine150\""}], "]"}],
          "\"Entity[\\\"Disease\\\", \\\"ICDNine150\\\"]\"",
          "\"disease\""},
"Entity"]},
{"\"\<gallbladder\>\"", "382", "0.72", 
RowBox[{"{", 
TemplateBox[{"\"gallbladder\"",RowBox[{"Entity", "[", 
RowBox[{"\"AnatomicalStructure\"", ",", "\"Gallbladder\""}], "]"}],
           "\"Entity[\\\"AnatomicalStructure\\\", \
\\\"Gallbladder\\\"]\"","\"anatomical structure\""},
"Entity"], "}"}], 
TemplateBox[{"\"gallbladder cancer\"",RowBox[{"Entity", "[", 
RowBox[{"\"Disease\"", ",", "\"ICDNine156.0\""}], "]"}],
          "\"Entity[\\\"Disease\\\", \\\"ICDNine156.0\\\"]\"",
          "\"disease\""},
"Entity"]},
{"\"\<liver\>\"", "1384", "0.73", 
RowBox[{"{", 
TemplateBox[{"\"liver\"",RowBox[{"Entity", "[", 
RowBox[{"\"AnatomicalStructure\"", ",", "\"Liver\""}], "]"}],
           "\"Entity[\\\"AnatomicalStructure\\\", \\\"Liver\\\"]\"",
           "\"anatomical structure\""},
"Entity"], "}"}], 
TemplateBox[{"\"primary liver cancer\"",RowBox[{"Entity", "[", 
RowBox[{"\"Disease\"", ",", "\"ICDNine155.0\""}], "]"}],
          "\"Entity[\\\"Disease\\\", \\\"ICDNine155.0\\\"]\"",
          "\"disease\""},
"Entity"]},
{"\"\<lung\>\"", "19133", "0.74", 
RowBox[{"{", 
TemplateBox[{"\"lung\"",RowBox[{"Entity", "[", 
RowBox[{"\"AnatomicalStructure\"", ",", "\"Lung\""}], "]"}],
           "\"Entity[\\\"AnatomicalStructure\\\", \\\"Lung\\\"]\"",
           "\"anatomical structure\""},
"Entity"], "}"}], 
TemplateBox[{
         "\"cancer of the trachea, bronchus, and lung\"",
          RowBox[{"Entity", "[", 
RowBox[{"\"Disease\"", ",", "\"ICDNine162\""}], "]"}],
          "\"Entity[\\\"Disease\\\", \\\"ICDNine162\\\"]\"",
          "\"disease\""},
"Entity"]},
{"\"\<kidney\>\"", "4548", "0.77", 
RowBox[{"{", 
TemplateBox[{"\"kidney\"",RowBox[{"Entity", "[", 
RowBox[{"\"AnatomicalStructure\"", ",", "\"Kidney\""}], "]"}],
           "\"Entity[\\\"AnatomicalStructure\\\", \\\"Kidney\\\"]\"",
           "\"anatomical structure\""},
"Entity"], "}"}], 
TemplateBox[{
         "\"cancer of the kidney and urinary organs\"",
          RowBox[{"Entity", "[", 
RowBox[{"\"Disease\"", ",", "\"ICDNine189\""}], "]"}],
          "\"Entity[\\\"Disease\\\", \\\"ICDNine189\\\"]\"",
          "\"disease\""},
"Entity"]},
{"\"\<small intestine\>\"", "503", "0.78", 
RowBox[{"{", 
TemplateBox[{"\"small intestine\"",RowBox[{"Entity", "[", 
RowBox[{"\"AnatomicalStructure\"", ",", "\"SmallIntestine\""}], "]"}],
           "\"Entity[\\\"AnatomicalStructure\\\", \
\\\"SmallIntestine\\\"]\"","\"anatomical structure\""},
"Entity"], "}"}], 
TemplateBox[{
         "\"cancer of the small intestine\"",RowBox[{"Entity", "[", 
RowBox[{"\"Disease\"", ",", "\"ICDNine152\""}], "]"}],
          "\"Entity[\\\"Disease\\\", \\\"ICDNine152\\\"]\"",
          "\"disease\""},
"Entity"]},
{"\"\<gastric cardia\>\"", "790", "0.78", 
RowBox[{"{", 
TemplateBox[{"\"cardia of stomach\"",RowBox[{"Entity", "[", 
RowBox[{"\"AnatomicalStructure\"", ",", "\"CardiaOfStomach\""}], 
             "]"}],"\"Entity[\\\"AnatomicalStructure\\\", \
\\\"CardiaOfStomach\\\"]\"","\"anatomical structure\""},
"Entity"], "}"}], 
TemplateBox[{"\"cancer of the cardia\"",RowBox[{"Entity", "[", 
RowBox[{"\"Disease\"", ",", "\"ICDNine151.0\""}], "]"}],
          "\"Entity[\\\"Disease\\\", \\\"ICDNine151.0\\\"]\"",
          "\"disease\""},
"Entity"]},
{"\"\<endometrial\>\"", "5346", "0.79", 
RowBox[{"{", 
TemplateBox[{"\"endometrium\"",RowBox[{"Entity", "[", 
RowBox[{"\"AnatomicalStructure\"", ",", "\"Endometrium\""}], "]"}],
           
           "\"Entity[\\\"AnatomicalStructure\\\", \
\\\"Endometrium\\\"]\"","\"anatomical structure\""},
"Entity"], "}"}], 
TemplateBox[{"\"cancer of the uterine body\"",RowBox[{"Entity", "[", 
RowBox[{"\"Disease\"", ",", "\"ICDNine182\""}], "]"}],
          "\"Entity[\\\"Disease\\\", \\\"ICDNine182\\\"]\"",
          "\"disease\""},
"Entity"]},
{"\"\<esophageal squamous\>\"", "442", "0.8", 
RowBox[{"{", 
TemplateBox[{"\"esophagus\"",RowBox[{"Entity", "[", 
RowBox[{"\"AnatomicalStructure\"", ",", "\"Esophagus\""}], "]"}],
           "\"Entity[\\\"AnatomicalStructure\\\", \
\\\"Esophagus\\\"]\"","\"anatomical structure\""},
"Entity"], "}"}], 
TemplateBox[{"\"esophageal cancer\"",RowBox[{"Entity", "[", 
RowBox[{"\"Disease\"", ",", "\"ICDNine150\""}], "]"}],
          "\"Entity[\\\"Disease\\\", \\\"ICDNine150\\\"]\"",
          "\"disease\""},
"Entity"]},
{"\"\<myeloid leukemia\>\"", "1692", "0.8", 
RowBox[{"{", 
TemplateBox[{"\"bone marrow\"",RowBox[{"Entity", "[", 
RowBox[{"\"AnatomicalStructure\"", ",", "\"BoneMarrow\""}], "]"}],
           "\"Entity[\\\"AnatomicalStructure\\\", \\\"BoneMarrow\\\"]\
\"","\"anatomical structure\""},
"Entity"], "}"}], 
TemplateBox[{"\"myeloid leukemia\"",RowBox[{"Entity", "[", 
RowBox[{"\"Disease\"", ",", "\"ICDNine205\""}], "]"}],
          "\"Entity[\\\"Disease\\\", \\\"ICDNine205\\\"]\"",
          "\"disease\""},
"Entity"]},
{"\"\<myeloma\>\"", "2161", "0.83", 
RowBox[{"{", 
TemplateBox[{"\"bone marrow\"",RowBox[{"Entity", "[", 
RowBox[{"\"AnatomicalStructure\"", ",", "\"BoneMarrow\""}], "]"}],
           "\"Entity[\\\"AnatomicalStructure\\\", \\\"BoneMarrow\\\"]\
\"","\"anatomical structure\""},
"Entity"], "}"}], 
TemplateBox[{"\"multiple myeloma\"",RowBox[{"Entity", "[", 
RowBox[{"\"Disease\"", ",", "\"ICDNine203.0\""}], "]"}],
          "\"Entity[\\\"Disease\\\", \\\"ICDNine203.0\\\"]\"",
          "\"disease\""},
"Entity"]},
{"\"\<colon\>\"", "14160", "0.84", 
RowBox[{"{", 
TemplateBox[{"\"colon\"",RowBox[{"Entity", "[", 
RowBox[{"\"AnatomicalStructure\"", ",", "\"Colon\""}], "]"}],
           "\"Entity[\\\"AnatomicalStructure\\\", \\\"Colon\\\"]\"",
           "\"anatomical structure\""},
"Entity"], "}"}], 
TemplateBox[{"\"colon cancer\"",RowBox[{"Entity", "[", 
RowBox[{"\"Disease\"", ",", "\"ICDNine153\""}], "]"}],
          "\"Entity[\\\"Disease\\\", \\\"ICDNine153\\\"]\"",
          "\"disease\""},
"Entity"]},
{"\"\<head and neck\>\"", "3985", "0.85", 
RowBox[{"{", 
RowBox[{
TemplateBox[{"\"head\"",RowBox[{"Entity", "[", 
RowBox[{"\"AnatomicalStructure\"", ",", "\"Head\""}], "]"}],
            "\"Entity[\\\"AnatomicalStructure\\\", \\\"Head\\\"]\"",
            "\"anatomical structure\""},
"Entity"], ",", 
TemplateBox[{"\"neck\"",RowBox[{"Entity", "[", 
RowBox[{"\"AnatomicalStructure\"", ",", "\"Neck\""}], "]"}],
            "\"Entity[\\\"AnatomicalStructure\\\", \\\"Neck\\\"]\"",
            "\"anatomical structure\""},
"Entity"]}], "}"}], 
TemplateBox[{
         "\:f3b5cancer of the connective and soft tissue of the head, \
face, and neck\:f3b5",RowBox[{"Entity", "[", 
RowBox[{"\"Disease\"", ",", "\"ICDNine171.0\""}], "]"}],
          "\"Entity[\\\"Disease\\\", \\\"ICDNine171.0\\\"]\"",
          "\"disease\""},
"Entity"]},
{"\"\<rectum\>\"", "5531", "0.87", 
RowBox[{"{", 
TemplateBox[{"\"rectum\"",RowBox[{"Entity", "[", 
RowBox[{"\"AnatomicalStructure\"", ",", "\"Rectum\""}], "]"}],
           "\"Entity[\\\"AnatomicalStructure\\\", \\\"Rectum\\\"]\"",
           "\"anatomical structure\""},
"Entity"], "}"}], 
TemplateBox[{"\"rectal cancer\"",RowBox[{"Entity", "[", 
RowBox[{"\"Disease\"", ",", "\"ICDNine154.1\""}], "]"}],
          "\"Entity[\\\"Disease\\\", \\\"ICDNine154.1\\\"]\"",
          "\"disease\""},
"Entity"]},
{"\"\<bladder\>\"", "9073", "0.87", 
RowBox[{"{", 
TemplateBox[{"\"urinary bladder\"",RowBox[{"Entity", "[", 
RowBox[{"\"AnatomicalStructure\"", ",", "\"UrinaryBladder\""}], "]"}],
           "\"Entity[\\\"AnatomicalStructure\\\", \
\\\"UrinaryBladder\\\"]\"","\"anatomical structure\""},
"Entity"], "}"}], 
TemplateBox[{"\"bladder cancer\"",RowBox[{"Entity", "[", 
RowBox[{"\"Disease\"", ",", "\"ICDNine188\""}], "]"}],
          "\"Entity[\\\"Disease\\\", \\\"ICDNine188\\\"]\"",
          "\"disease\""},
"Entity"]},
{"\"\<breast\>\"", "35178", "0.9", 
RowBox[{"{", 
TemplateBox[{"\"breast\"",RowBox[{"Entity", "[", 
RowBox[{"\"AnatomicalStructure\"", ",", "\"Breast\""}], "]"}],
           "\"Entity[\\\"AnatomicalStructure\\\", \\\"Breast\\\"]\"",
           "\"anatomical structure\""},
"Entity"], "}"}], 
TemplateBox[{"\"female breast cancer\"",RowBox[{"Entity", "[", 
RowBox[{"\"Disease\"", ",", "\"ICDNine174\""}], "]"}],
          "\"Entity[\\\"Disease\\\", \\\"ICDNine174\\\"]\"",
          "\"disease\""},
"Entity"]},
{"\"\<non-hodgkin lymphoma\>\"", "6953", "0.91", 
RowBox[{"{", 
TemplateBox[{"\"lymphocyte\"",RowBox[{"Entity", "[", 
RowBox[{"\"AnatomicalStructure\"", ",", "\"Lymphocyte\""}], "]"}],
           
           "\"Entity[\\\"AnatomicalStructure\\\", \\\"Lymphocyte\\\"]\
\"","\"anatomical structure\""},
"Entity"], "}"}], 
TemplateBox[{
         "\"lymphosarcoma, reticulosarcoma, and other malignant \
tumors of lymphatic tissue\"",RowBox[{"Entity", "[", 
RowBox[{"\"Disease\"", ",", "\"ICDNine200\""}], "]"}],
          "\"Entity[\\\"Disease\\\", \\\"ICDNine200\\\"]\"",
          "\"disease\""},
"Entity"]},
{"\"\<thyroid\>\"", "1829", "0.92", 
RowBox[{"{", 
TemplateBox[{"\"thyroid gland\"",RowBox[{"Entity", "[", 
RowBox[{"\"AnatomicalStructure\"", ",", "\"ThyroidGland\""}], "]"}],
           "\"Entity[\\\"AnatomicalStructure\\\", \
\\\"ThyroidGland\\\"]\"","\"anatomical structure\""},
"Entity"], "}"}], 
TemplateBox[{"\"thyroid cancer\"",RowBox[{"Entity", "[", 
RowBox[{"\"Disease\"", ",", "\"ICDNine193\""}], "]"}],
          "\"Entity[\\\"Disease\\\", \\\"ICDNine193\\\"]\"",
          "\"disease\""},
"Entity"]},
{"\"\<gastric noncardia\>\"", "1428", "0.93", 
RowBox[{"{", 
TemplateBox[{"\"stomach\"",RowBox[{"Entity", "[", 
RowBox[{"\"AnatomicalStructure\"", ",", "\"Stomach\""}], "]"}],
           "\"Entity[\\\"AnatomicalStructure\\\", \\\"Stomach\\\"]\"",
           "\"anatomical structure\""},
"Entity"], "}"}], 
TemplateBox[{"\"stomach cancer\"",RowBox[{"Entity", "[", 
RowBox[{"\"Disease\"", ",", "\"ICDNine151\""}], "]"}],
          "\"Entity[\\\"Disease\\\", \\\"ICDNine151\\\"]\"",
          "\"disease\""},
"Entity"]},
{"\"\<soft tissue\>\"", "851", "0.94", 
RowBox[{"{", 
RowBox[{
TemplateBox[{"\"tendon\"",RowBox[{"Entity", "[", 
RowBox[{"\"AnatomicalStructure\"", ",", "\"Tendon\""}], "]"}],
            "\"Entity[\\\"AnatomicalStructure\\\", \\\"Tendon\\\"]\"",
            "\"anatomical structure\""},
"Entity"], ",", 
TemplateBox[{"\"ligament\"",RowBox[{"Entity", "[", 
RowBox[{"\"AnatomicalStructure\"", ",", "\"SetOfLigaments\""}], "]"}],
            "\"Entity[\\\"AnatomicalStructure\\\", \\\"SetOfLigaments\
\\\"]\"","\"anatomical structure\""},
"Entity"], ",", 
TemplateBox[{"\"fascia (organ subdivision)\"",RowBox[{"Entity", "[", 
RowBox[{"\"AnatomicalStructure\"", ",", 
                "\"FasciaOrganSubdivision\""}], "]"}],
            "\"Entity[\\\"AnatomicalStructure\\\", \
\\\"FasciaOrganSubdivision\\\"]\"","\"anatomical structure\""},
"Entity"], ",", 
TemplateBox[{"\"skin\"",RowBox[{"Entity", "[", 
RowBox[{"\"AnatomicalStructure\"", ",", "\"Skin\""}], "]"}],
            "\"Entity[\\\"AnatomicalStructure\\\", \\\"Skin\\\"]\"",
            "\"anatomical structure\""},
"Entity"], ",", 
TemplateBox[{"\"fibrous tissue\"",RowBox[{"Entity", "[", 
RowBox[{"\"AnatomicalStructure\"", ",", "\"FibrousTissue\""}], "]"}],
            "\"Entity[\\\"AnatomicalStructure\\\", \
\\\"FibrousTissue\\\"]\"","\"anatomical structure\""},
"Entity"], ",", 
TemplateBox[{"\"adipose tissue\"",RowBox[{"Entity", "[", 
RowBox[{"\"AnatomicalStructure\"", ",", "\"AdiposeTissue\""}], "]"}],
            "\"Entity[\\\"AnatomicalStructure\\\", \
\\\"AdiposeTissue\\\"]\"","\"anatomical structure\""},
"Entity"], ",", 
TemplateBox[{"\"synovial membrane\"",RowBox[{"Entity", "[", 
RowBox[{"\"AnatomicalStructure\"", ",", "\"SynovialMembrane\""}], 
              "]"}],"\"Entity[\\\"AnatomicalStructure\\\", \
\\\"SynovialMembrane\\\"]\"","\"anatomical structure\""},
"Entity"], ",", 
TemplateBox[{"\"muscle\"",RowBox[{"Entity", "[", 
RowBox[{"\"AnatomicalStructure\"", ",", "\"Muscle\""}], "]"}],
            "\"Entity[\\\"AnatomicalStructure\\\", \\\"Muscle\\\"]\"",
            "\"anatomical structure\""},
"Entity"], ",", 
TemplateBox[{"\"nerve\"",RowBox[{"Entity", "[", 
RowBox[{"\"AnatomicalStructure\"", ",", "\"Nerve\""}], "]"}],
            "\"Entity[\\\"AnatomicalStructure\\\", \\\"Nerve\\\"]\"",
            "\"anatomical structure\""},
"Entity"], ",", 
TemplateBox[{
           "\"blood vessel viewed macroscopically\"",
            RowBox[{"Entity", "[", 
RowBox[{"\"AnatomicalStructure\"", ",", 
                "\"BloodVesselViewedMacroscopically\""}], "]"}],
            
            "\"Entity[\\\"AnatomicalStructure\\\", \
\\\"BloodVesselViewedMacroscopically\\\"]\"",
            "\"anatomical structure\""},
"Entity"]}], "}"}], 
TemplateBox[{
         "\"cancer of connective and soft tissue\"",
          RowBox[{"Entity", "[", 
RowBox[{"\"Disease\"", ",", "\"ICDNine171\""}], "]"}],
          "\"Entity[\\\"Disease\\\", \\\"ICDNine171\\\"]\"",
          "\"disease\""},
"Entity"]},
{"\"\<pancreas\>\"", "4186", "0.95", 
RowBox[{"{", 
TemplateBox[{"\"pancreas\"",RowBox[{"Entity", "[", 
RowBox[{"\"AnatomicalStructure\"", ",", "\"Pancreas\""}], "]"}],
           "\"Entity[\\\"AnatomicalStructure\\\", \
\\\"Pancreas\\\"]\"","\"anatomical structure\""},
"Entity"], "}"}], 
TemplateBox[{"\"pancreatic cancer\"",RowBox[{"Entity", "[", 
RowBox[{"\"Disease\"", ",", "\"ICDNine157\""}], "]"}],
          "\"Entity[\\\"Disease\\\", \\\"ICDNine157\\\"]\"",
          "\"disease\""},
"Entity"]},
{"\"\<lymphocytic leukemia\>\"", "2160", "0.98", 
RowBox[{"{", 
TemplateBox[{"\"lymphocyte\"",RowBox[{"Entity", "[", 
RowBox[{"\"AnatomicalStructure\"", ",", "\"Lymphocyte\""}], "]"}],
           "\"Entity[\\\"AnatomicalStructure\\\", \\\"Lymphocyte\\\"]\
\"","\"anatomical structure\""},
"Entity"], "}"}], 
TemplateBox[{"\"lymphoid leukemia\"",RowBox[{"Entity", "[", 
RowBox[{"\"Disease\"", ",", "\"ICDNine204\""}], "]"}],
          "\"Entity[\\\"Disease\\\", \\\"ICDNine204\\\"]\"",
          "\"disease\""},
"Entity"]},
{"\"\<ovary\>\"", "2880", "1.01", 
RowBox[{"{", 
TemplateBox[{"\"ovary\"",RowBox[{"Entity", "[", 
RowBox[{"\"AnatomicalStructure\"", ",", "\"Ovary\""}], "]"}],
           "\"Entity[\\\"AnatomicalStructure\\\", \\\"Ovary\\\"]\"",
           "\"anatomical structure\""},
"Entity"], "}"}], 
TemplateBox[{"\"ovarian cancer\"",RowBox[{"Entity", "[", 
RowBox[{"\"Disease\"", ",", "\"ICDNine183.0\""}], "]"}],
          "\"Entity[\\\"Disease\\\", \\\"ICDNine183.0\\\"]\"",
          "\"disease\""},
"Entity"]},
{"\"\<prostate\>\"", "46890", "1.05", 
RowBox[{"{", 
TemplateBox[{"\"prostate\"",RowBox[{"Entity", "[", 
RowBox[{"\"AnatomicalStructure\"", ",", "\"Prostate\""}], "]"}],
           "\"Entity[\\\"AnatomicalStructure\\\", \
\\\"Prostate\\\"]\"","\"anatomical structure\""},
"Entity"], "}"}], 
TemplateBox[{"\"prostate cancer\"",RowBox[{"Entity", "[", 
RowBox[{"\"Disease\"", ",", "\"ICDNine185\""}], "]"}],
          "\"Entity[\\\"Disease\\\", \\\"ICDNine185\\\"]\"",
          "\"disease\""},
"Entity"]},
{"\"\<brain\>\"", "2110", "1.06", 
RowBox[{"{", 
TemplateBox[{"\"brain\"",RowBox[{"Entity", "[", 
RowBox[{"\"AnatomicalStructure\"", ",", "\"Brain\""}], "]"}],
           "\"Entity[\\\"AnatomicalStructure\\\", \\\"Brain\\\"]\"",
           "\"anatomical structure\""},
"Entity"], "}"}], 
TemplateBox[{"\"brain cancer\"",RowBox[{"Entity", "[", 
RowBox[{"\"Disease\"", ",", "\"ICDNine191\""}], "]"}],
          "\"Entity[\\\"Disease\\\", \\\"ICDNine191\\\"]\"",
          "\"disease\""},
"Entity"]},
{"\"\<malignant melanoma\>\"", "12438", "1.27", 
RowBox[{"{", 
TemplateBox[{"\"melanocyte\"",RowBox[{"Entity", "[", 
RowBox[{"\"AnatomicalStructure\"", ",", "\"Melanocyte\""}], "]"}],
           "\"Entity[\\\"AnatomicalStructure\\\", \\\"Melanocyte\\\"]\
\"","\"anatomical structure\""},
"Entity"], "}"}], 
TemplateBox[{
         "\"malignant melanoma of the skin\"",RowBox[{"Entity", "[", 
RowBox[{"\"Disease\"", ",", "\"ICDNine172\""}], "]"}],
          "\"Entity[\\\"Disease\\\", \\\"ICDNine172\\\"]\"",
          "\"disease\""},
"Entity"]}
},
AutoDelete->False,
BaseStyle->8,
GridBoxAlignment->{
       "Columns" -> {{Left}}, "ColumnsIndexed" -> {}, "Rows" -> {}, 
        "RowsIndexed" -> {}, "Items" -> {}, "ItemsIndexed" -> {}},
GridBoxDividers->{
       "Columns" -> {{True}}, "ColumnsIndexed" -> {}, 
        "Rows" -> {{True}}, "RowsIndexed" -> {}, "Items" -> {}, 
        "ItemsIndexed" -> {}},
GridBoxItemSize->{
       "Columns" -> {{Automatic}}, "ColumnsIndexed" -> {}, 
        "Rows" -> {{Automatic}}, "RowsIndexed" -> {}, "Items" -> {}, 
        "ItemsIndexed" -> {}}],
"Grid"]\);

In[2]:=

dataset = 
 Dataset[Association[
     Rule @@@ 
      Transpose[{{"Cancer", "Case count", "Hazard ratio", 
         "Anatomical site", "Disease"}, #}]] & /@ datagrid[[1]]]

Out[2]=

Extrayez le nombre total de cas et le rapport de risque moyen.

In[3]:=

dataset[Total, "Case count"]

Out[3]=

In[4]:=

dataset[Mean, "Hazard ratio"]

Out[4]=

Stockez les entités de cancer personnalisées et leurs données dans un magasin d'entités.

Afficher l'entrée complète en Wolfram Language

In[5]:=

entities = <|
   Map[#["Cancer"] -> <|
       "Label" -> #["Cancer"],
       "CaseCount" -> #["Case count"],
       "HazardRatio" -> #["Hazard ratio"], 
       "AnatomicalSite" -> #["Anatomical site"],
       "Disease" -> #["Disease"]
       |> &, Normal@dataset]
   |>;

In[6]:=

properties = <|
   "Label" -> <|"Label" -> "label"|>,
   "CaseCount" -> <|"Label" -> "case count"|>, 
   "HazardRatio" -> <|"Label" -> "hazard ratio"|>, 
   "AnatomicalSite" -> <|"Label" -> "anatomical site"|>, 
   "Disease" -> <|"Label" -> "disease"|>
   |>;

In[7]:=

store = EntityStore["Cancer" -> <|
    "Label" -> "cancer",
    "Entities" -> entities,
    "Properties" -> properties
    |>]

Out[7]=

Enregistrez le magasin pour cette session.

In[8]:=

PrependTo[$EntityStores, store];

Récupérez les entités et les propriétés disponibles dans le magasin d'entités.

In[9]:=

EntityList["Cancer"]

Out[9]=

In[10]:=

EntityValue["Cancer", "Properties"]

Out[10]=

Affichez les maladies associées aux cancers.

In[11]:=

EntityValue["Cancer", "Disease", "EntityAssociation"] // 
   Take[#, 5] & // Normal // Column

Out[11]=

Récupérez les informations relatives à l'indice de masse corporelle (IMC) dans le magasin d'entités.

In[12]:=

bmi = EntityValue[EntityValue["Cancer", "Disease"], 
  EntityProperty["Disease", "BodyMassIndexMean"], "EntityAssociation"]

Out[12]=

Créez un histogramme de l'IMC pour des groupes de patients normaux et de patients atteints des types de cancer les plus courants.

In[13]:=

Histogram[{MedicalTestData["BodyMassIndex", "DistributionData"][[2, 
   1]], bmi}, Automatic, "Probability", 
 ChartElementFunction -> "FadingRectangle", 
 PlotLabel -> "body mass index", 
 ChartLegends -> {"normal", "patients with common types of cancer"}]

Out[13]=

Récupérez des informations sur le rapport de risque associé à une activité physique de loisir élevée par rapport à une activité physique de loisir faible.

In[14]:=

hr = Normal[EntityValue["Cancer", "HazardRatio", "EntityAssociation"]]

Out[14]=

Tracez le type de cancer en fonction du rapport de risque associé à une activité physique de loisir élevée par rapport à une activité physique de loisir faible.

Afficher l'entrée complète en Wolfram Language

In[15]:=

ListPlot[Tooltip[#2, #1] & @@@ hr,
 Axes -> True,
 PlotRange -> {.5, 1.3}, 
 PlotStyle -> Directive[Orange, PointSize[Large]], 
 Ticks -> {Transpose[{Range[Length[hr]], 
     Rotate[#, -Pi/2, {Left, 0}] & /@ hr[[All, 1]]}], Automatic},
 PlotLabel -> 
  "Hazard ratio associated with leisure\[Hyphen]time physical \
activity", PlotRange -> {{1, 30}, All},
 AxesLabel -> {"type of cancer", "Hazard ratio"}]

Out[15]=

Utilisez une classe d'entités implicitement définie pour trouver les types de cancer pour lesquels une activité physique de loisir élevée est associée à une réduction du risque de plus de 20 %.

In[16]:=

TextGrid[EntityValue[
   EntityClass[
    "Cancer", {"HazardRatio" -> LessThan[1 - 0.2]}], {"Entity", 
    "HazardRatio"}], Dividers -> All, 
  Background -> {Automatic, {{LightBlue, None}}}] // TraditionalForm

Out[16]//TraditionalForm=