Example.ipynb

              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "surface"
           }
          ],
          "table": [
           {
            "cells": {
             "fill": {
              "color": "#EBF0F8"
             },
             "line": {
              "color": "white"
             }
            },
            "header": {
             "fill": {
              "color": "#C8D4E3"
             },
             "line": {
              "color": "white"
             }
            },
            "type": "table"
           }
          ]
         },
         "layout": {
          "annotationdefaults": {
           "arrowcolor": "#2a3f5f",
           "arrowhead": 0,
           "arrowwidth": 1
          },
          "autotypenumbers": "strict",
          "coloraxis": {
           "colorbar": {
            "outlinewidth": 0,
            "ticks": ""
           }
          },
          "colorscale": {
           "diverging": [
            [
             0,
             "#8e0152"
            ],
            [
             0.1,
             "#c51b7d"
            ],
            [
             0.2,
             "#de77ae"
            ],
            [
             0.3,
             "#f1b6da"
            ],
            [
             0.4,
             "#fde0ef"
            ],
            [
             0.5,
             "#f7f7f7"
            ],
            [
             0.6,
             "#e6f5d0"
            ],
            [
             0.7,
             "#b8e186"
            ],
            [
             0.8,
             "#7fbc41"
            ],
            [
             0.9,
             "#4d9221"
            ],
            [
             1,
             "#276419"
            ]
           ],
           "sequential": [
            [
             0,
             "#0d0887"
            ],
            [
             0.1111111111111111,
             "#46039f"
            ],
            [
             0.2222222222222222,
             "#7201a8"
            ],
            [
             0.3333333333333333,
             "#9c179e"
            ],
            [
             0.4444444444444444,
             "#bd3786"
            ],
            [
             0.5555555555555556,
             "#d8576b"
            ],
            [
             0.6666666666666666,
             "#ed7953"
            ],
            [
             0.7777777777777778,
             "#fb9f3a"
            ],
            [
             0.8888888888888888,
             "#fdca26"
            ],
            [
             1,
             "#f0f921"
            ]
           ],
           "sequentialminus": [
            [
             0,
             "#0d0887"
            ],
            [
             0.1111111111111111,
             "#46039f"
            ],
            [
             0.2222222222222222,
             "#7201a8"
            ],
            [
             0.3333333333333333,
             "#9c179e"
            ],
            [
             0.4444444444444444,
             "#bd3786"
            ],
            [
             0.5555555555555556,
             "#d8576b"
            ],
            [
             0.6666666666666666,
             "#ed7953"
            ],
            [
             0.7777777777777778,
             "#fb9f3a"
            ],
            [
             0.8888888888888888,
             "#fdca26"
            ],
            [
             1,
             "#f0f921"
            ]
           ]
          },
          "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
          }
         }
        },
        "title": {
         "text": "rassismus|diskriminierung"
        },
        "xaxis": {
         "anchor": "y",
         "autorange": true,
         "domain": [
          0,
          1
         ],
         "range": [
          "2018-10-05",
          "2023-03-14"
         ],
         "type": "date"
        },
        "yaxis": {
         "anchor": "x",
         "autorange": true,
         "domain": [
          0,
          1
         ],
         "range": [
          -3061.722222222222,
          58172.72222222222
         ],
         "type": "linear"
        }
       }
      },
      "image/png": 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   "source": [
    "r1.plot_frequency_of(['search_term:all_tweets']) # Plots a timeseries of all tweets fitting the search criteria."
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   "cell_type": "markdown",
   "id": "7798f830-5a90-4075-9028-cc29a2407a2e",
   "metadata": {},
   "source": [
    "It is also possibel to plot multiple columns of the DataFrame in one figure. (Uncomment or comment with `#`)"
   ]
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   "id": "3a4a18b4-92ba-4c30-a95b-5fedeeb097b1",
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     "iopub.status.busy": "2023-11-09T14:20:56.660475Z",
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     "shell.execute_reply": "2023-11-09T14:20:56.935330Z",
     "shell.execute_reply.started": "2023-11-09T14:20:56.660599Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "['rassismus|diskriminierung', 'rassismus|diskriminierung']\n"
     ]
    },
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