Plotly/2-line_plots.ipynb

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    "import plotly.express as px\r\n",
    "\r\n",
    "df = px.data.gapminder().query(\"country=='Canada'\")\r\n",
    "fig = px.line(df, x=\"year\", y=\"lifeExp\", title='Life expectancy in Canada')\r\n",
    "fig.show()"
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  {
   "cell_type": "code",
   "execution_count": 3,
   "source": [
    "#Line Plots with column encoding color"
   ],
   "outputs": [],
   "metadata": {}
  },
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   "execution_count": 4,
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    "import plotly.express as px\r\n",
    "\r\n",
    "df = px.data.gapminder().query(\"continent=='Oceania'\")\r\n",
    "fig = px.line(df, x=\"year\", y=\"lifeExp\", color='country')\r\n",
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    "import plotly.express as px\r\n",
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    "    x = [1, 3, 2, 4],\r\n",
    "    y = [1, 2, 3, 4]\r\n",
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    "fig = px.line(df, x=\"x\", y=\"y\", title=\"Unsorted Input\") \r\n",
    "fig.show()\r\n",
    "\r\n",
    "df = df.sort_values(by=\"x\")\r\n",
    "fig = px.line(df, x=\"x\", y=\"y\", title=\"Sorted Input\") \r\n",
    "fig.show()"
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    "import plotly.express as px\r\n",
    "\r\n",
    "df = px.data.gapminder().query(\"country in ['Canada', 'Botswana']\")\r\n",
    "\r\n",
    "fig = px.line(df, x=\"lifeExp\", y=\"gdpPercap\", color=\"country\", text=\"year\")\r\n",
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          "colorway": [
           "#636efa",
           "#EF553B",
           "#00cc96",
           "#ab63fa",
           "#FFA15A",
           "#19d3f3",
           "#FF6692",
           "#B6E880",
           "#FF97FF",
           "#FECB52"
          ],
          "font": {
           "color": "#2a3f5f"
          },
          "geo": {
           "bgcolor": "white",
           "lakecolor": "white",
           "landcolor": "#E5ECF6",
           "showlakes": true,
           "showland": true,
           "subunitcolor": "white"
          },
          "hoverlabel": {
           "align": "left"
          },
          "hovermode": "closest",
          "mapbox": {
           "style": "light"
          },
          "paper_bgcolor": "white",
          "plot_bgcolor": "#E5ECF6",
          "polar": {
           "angularaxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           },
           "bgcolor": "#E5ECF6",
           "radialaxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           }
          },
          "scene": {
           "xaxis": {
            "backgroundcolor": "#E5ECF6",
            "gridcolor": "white",
            "gridwidth": 2,
            "linecolor": "white",
            "showbackground": true,
            "ticks": "",
            "zerolinecolor": "white"
           },
           "yaxis": {
            "backgroundcolor": "#E5ECF6",
            "gridcolor": "white",
            "gridwidth": 2,
            "linecolor": "white",
            "showbackground": true,
            "ticks": "",
            "zerolinecolor": "white"
           },
           "zaxis": {
            "backgroundcolor": "#E5ECF6",
            "gridcolor": "white",
            "gridwidth": 2,
            "linecolor": "white",
            "showbackground": true,
            "ticks": "",
            "zerolinecolor": "white"
           }
          },
          "shapedefaults": {
           "line": {
            "color": "#2a3f5f"
           }
          },
          "ternary": {
           "aaxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           },
           "baxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           },
           "bgcolor": "#E5ECF6",
           "caxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           }
          },
          "title": {
           "x": 0.05
          },
          "xaxis": {
           "automargin": true,
           "gridcolor": "white",
           "linecolor": "white",
           "ticks": "",
           "title": {
            "standoff": 15
           },
           "zerolinecolor": "white",
           "zerolinewidth": 2
          },
          "yaxis": {
           "automargin": true,
           "gridcolor": "white",
           "linecolor": "white",
           "ticks": "",
           "title": {
            "standoff": 15
           },
           "zerolinecolor": "white",
           "zerolinewidth": 2
          }
         }
        },
        "xaxis": {
         "anchor": "y",
         "domain": [
          0,
          1
         ],
         "title": {
          "text": "lifeExp"
         }
        },
        "yaxis": {
         "anchor": "x",
         "domain": [
          0,
          1
         ],
         "title": {
          "text": "gdpPercap"
         }
        }
       }
      }
     },
     "metadata": {}
    }
   ],
   "metadata": {}
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "source": [
    "#Line charts with markers"
   ],
   "outputs": [],
   "metadata": {}
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "source": [
    "import plotly.express as px\r\n",
    "df = px.data.gapminder().query(\"continent == 'Oceania'\")\r\n",
    "fig = px.line(df, x='year', y='lifeExp', color='country', markers=True)\r\n",
    "fig.show()"
   ],
   "outputs": [
    {
     "output_type": "display_data",
     "data": {
      "application/vnd.plotly.v1+json": {
       "config": {
        "plotlyServerURL": "https://plot.ly"
       },
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         "hovertemplate": "country=Australia<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
         "legendgroup": "Australia",
         "line": {
          "color": "#636efa",
          "dash": "solid"
         },
         "marker": {
          "symbol": "circle"
         },
         "mode": "lines+markers",
         "name": "Australia",
         "orientation": "v",
         "showlegend": true,
         "type": "scatter",
         "x": [
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          1967,
          1972,
          1977,
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         "xaxis": "x",
         "y": [
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         "yaxis": "y"
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        {
         "hovertemplate": "country=New Zealand<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
         "legendgroup": "New Zealand",
         "line": {
          "color": "#EF553B",
          "dash": "solid"
         },
         "marker": {
          "symbol": "circle"
         },
         "mode": "lines+markers",
         "name": "New Zealand",
         "orientation": "v",
         "showlegend": true,
         "type": "scatter",
         "x": [
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          1977,
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          1992,
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          2002,
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         "xaxis": "x",
         "y": [
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         "yaxis": "y"
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       ],
       "layout": {
        "legend": {
         "title": {
          "text": "country"
         },
         "tracegroupgap": 0
        },
        "margin": {
         "t": 60
        },
        "template": {
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           {
            "error_x": {
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            },
            "error_y": {
             "color": "#2a3f5f"
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              "width": 0.5
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             "pattern": {
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              "solidity": 0.2
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            "type": "bar"
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    "import plotly.express as px\r\n",
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    "fig = px.line(df, x='year', y='lifeExp', color='country', symbol=\"country\")\r\n",
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  {
   "cell_type": "code",
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   "source": [
    "#Line plots on Date axes"
   ],
   "outputs": [],
   "metadata": {}
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "source": [
    "import plotly.express as px\r\n",
    "\r\n",
    "df = px.data.stocks()\r\n",
    "fig = px.line(df, x='date', y=\"GOOG\")\r\n",
    "fig.show()"
   ],
   "outputs": [
    {
     "output_type": "display_data",
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        "plotlyServerURL": "https://plot.ly"
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         "mode": "lines",
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          "2018-01-29",
          "2018-02-05",
          "2018-02-12",
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          "2018-06-11",
          "2018-06-18",
          "2018-06-25",
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          "2018-07-09",
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          "2018-07-23",
          "2018-07-30",
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          "2018-08-13",
          "2018-08-20",
          "2018-08-27",
          "2018-09-03",
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          "2018-09-17",
          "2018-09-24",
          "2018-10-01",
          "2018-10-08",
          "2018-10-15",
          "2018-10-22",
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          "2018-11-05",
          "2018-11-12",
          "2018-11-19",
          "2018-11-26",
          "2018-12-03",
          "2018-12-10",
          "2018-12-17",
          "2018-12-24",
          "2018-12-31",
          "2019-01-07",
          "2019-01-14",
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          "2019-02-04",
          "2019-02-11",
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   "cell_type": "code",
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   "source": [
    "#Sparklines with Plotly Express"
   ],
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   "metadata": {}
  },
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   "cell_type": "code",
   "execution_count": 15,
   "source": [
    "import plotly.express as px\r\n",
    "df = px.data.stocks(indexed=True)\r\n",
    "fig = px.line(df, facet_row=\"company\", facet_row_spacing=0.01, height=200, width=200)\r\n",
    "\r\n",
    "# hide and lock down axes\r\n",
    "fig.update_xaxes(visible=False, fixedrange=True)\r\n",
    "fig.update_yaxes(visible=False, fixedrange=True)\r\n",
    "\r\n",
    "# remove facet/subplot labels\r\n",
    "fig.update_layout(annotations=[], overwrite=True)\r\n",
    "\r\n",
    "# strip down the rest of the plot\r\n",
    "fig.update_layout(\r\n",
    "    showlegend=False,\r\n",
    "    plot_bgcolor=\"white\",\r\n",
    "    margin=dict(t=10,l=10,b=10,r=10)\r\n",
    ")\r\n",
    "\r\n",
    "# disable the modebar for such a small plot\r\n",
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