diff --git a/pypistats/plots/data_base.json b/pypistats/plots/data_base.json
index 6ae56b4..69f6f12 100644
--- a/pypistats/plots/data_base.json
+++ b/pypistats/plots/data_base.json
@@ -1,104 +1,72 @@
 {
-    "downloads":{
-        "data":[
-            {
-                "x":[
-                    "2017-05-01",
-                    "2017-05-02",
-                    "2017-05-03"
-                ],
-                "y":[
-                    "2",
-                    "5",
-                    "4"
-                ],
-                "name":"Downloads",
-                "type":"scatter",
-                "mode":"lines+markers",
-                "connectgaps":true,
-                "marker":{
-                    "symbol":"circle",
-                    "line":{
-                        "color":"#444",
-                        "width":1
-                    }
-                },
-                "line":{
-                    "shape":"linear",
-                    "smoothing":1,
-                    "width":2
-                }
-            }
-        ]
-    },
-    "percentages":{
-        "data":[
-            {
-                "x":[
-                    "2017-05-01",
-                    "2017-05-02",
-                    "2017-05-03"
-                ],
-                "y":[
-                    "2",
-                    "5",
-                    "4"
-                ],
-                "text":[
-                    "2",
-                    "5",
-                    "4"
-                ],
-                "name":"Proportional downloads",
-                "hoverinfo": "x+text+name",
-                "type":"scatter",
-                "mode":"lines+markers",
-                "connectgaps":true,
-                "marker":{
-                    "symbol":"circle",
-                    "line":{
-                        "color":"#444",
-                        "width":1
-                    }
-                },
-                "line":{
-                    "shape":"linear",
-                    "smoothing":1,
-                    "width":2
-                }
-            }
-        ]
-    },
-    "percentages_fill":{
-        "data":[
-            {
-                "x":[
-                    "2017-05-01",
-                    "2017-05-02",
-                    "2017-05-03"
-                ],
-                "y":[
-                    "2",
-                    "5",
-                    "4"
-                ],
-                "text":[
-                    "2",
-                    "5",
-                    "4"
-                ],
-                "hoverinfo": "x+text+name",
-                "name":"Downloads",
-                "type":"scatter",
-                "mode":"lines",
-                "connectgaps":false,
-                "line":{
-                    "shape":"linear",
-                    "smoothing":1,
-                    "width":2
-                },
-                "fill":"tonexty"
-            }
-        ]
-    }
+  "downloads": {
+    "data": [
+      {
+        "x": [
+          "2017-05-01",
+          "2017-05-02",
+          "2017-05-03"
+        ],
+        "y": [
+          "2",
+          "5",
+          "4"
+        ],
+        "name": "Downloads",
+        "type": "scatter",
+        "mode": "lines+markers",
+        "connectgaps": true,
+        "marker": {
+          "symbol": "circle",
+          "line": {
+            "color": "#444",
+            "width": 1
+          }
+        },
+        "line": {
+          "shape": "linear",
+          "smoothing": 1,
+          "width": 2
+        }
+      }
+    ]
+  },
+  "percentages": {
+    "data": [
+      {
+        "x": [
+          "2017-05-01",
+          "2017-05-02",
+          "2017-05-03"
+        ],
+        "y": [
+          "2",
+          "5",
+          "4"
+        ],
+        "text": [
+          "2",
+          "5",
+          "4"
+        ],
+        "name": "Proportional downloads",
+        "hoverinfo": "x+text+name",
+        "type": "scatter",
+        "mode": "lines+markers",
+        "connectgaps": true,
+        "marker": {
+          "symbol": "circle",
+          "line": {
+            "color": "#444",
+            "width": 1
+          }
+        },
+        "line": {
+          "shape": "linear",
+          "smoothing": 1,
+          "width": 2
+        }
+      }
+    ]
+  }
 }
diff --git a/pypistats/plots/plot_base.json b/pypistats/plots/plot_base.json
index 391342b..1103075 100644
--- a/pypistats/plots/plot_base.json
+++ b/pypistats/plots/plot_base.json
@@ -1,156 +1,212 @@
 {
-    "downloads":{
-        "layout":{
-            "autosize":true,
-            "height":400,
-            "margin":{
-                "r":100,
-                "t":40,
-                "autoexpand":true,
-                "b":80,
-                "l":100,
-                "pad":0
-            },
-            "paper_bgcolor":"#fff",
-            "plot_bgcolor":"rgba(175, 175, 175, 0.2)",
-            "showlegend":true,
-            "legend":{
-                "orientation":"v",
-                "bgcolor":"#e7e7e7",
-                "xanchor":"left",
-                "yanchor":"middle",
-                "x":0,
-                "y":0.5
-            },
-            "title":"Downloads",
-            "xaxis":{
-                "tickformat":"%m-%d",
-                "dtick":604800000,
-                "tick0":"2017-08-07",
-                "gridcolor":"#FFF",
-                "gridwidth":2,
-                "anchor":"y",
-                "domain":[
-                    0,
-                    1
-                ],
-                "title":"Date",
-                "titlefont":{
-                    "family":"'Geneva', Verdana, Geneva, sans-serif",
-                    "size":16,
-                    "color":"#7f7f7f"
-                },
-                "showline":true,
-                "linecolor":"rgba(148, 148, 148, 1)",
-                "linewidth":2,
-                "tickangle":-45
-            },
-            "yaxis":{
-                "hoverformat":",.0",
-                "tickformat":",.0",
-                "gridcolor":"#FFF",
-                "gridwidth":2,
-                "autotick":true,
-                "rangemode":"tozero",
-                "showline":true,
-                "title":"Downloads",
-                "ticksuffix":"",
-                "tickmode":"auto",
-                "linecolor":"rgba(148, 148, 148, 1)",
-                "linewidth":2
-            }
+  "downloads": {
+    "layout": {
+      "autosize": true,
+      "height": 400,
+      "margin": {
+        "r": 100,
+        "t": 80,
+        "autoexpand": true,
+        "b": 80,
+        "l": 100,
+        "pad": 0
+      },
+      "paper_bgcolor": "#fff",
+      "plot_bgcolor": "rgba(175, 175, 175, 0.2)",
+      "showlegend": true,
+      "legend": {
+        "orientation": "v",
+        "bgcolor": "#e7e7e7",
+        "xanchor": "left",
+        "yanchor": "middle",
+        "x": 0,
+        "y": 0.5
+      },
+      "title": "Downloads",
+      "xaxis": {
+        "tickformat": "%m-%d",
+        "dtick": 604800000,
+        "tick0": "2017-08-07",
+        "gridcolor": "#FFF",
+        "gridwidth": 2,
+        "anchor": "y",
+        "domain": [
+          0,
+          1
+        ],
+        "title": "Date",
+        "titlefont": {
+          "family": "Geneva, Verdana, Geneva, sans-serif",
+          "size": 16,
+          "color": "#7f7f7f"
         },
-        "config":{
-            "displaylogo":false,
-            "modeBarButtonsToRemove":[
-                "toImage",
-                "sendDataToCloud",
-                "zoom2d",
-                "pan2d",
-                "select2d",
-                "lasso2d",
-                "zoomIn2d",
-                "zoomOut2d",
-                "toggleSpikelines"
-            ]
+        "showline": true,
+        "linecolor": "rgba(148, 148, 148, 1)",
+        "linewidth": 2,
+        "tickangle": -45,
+        "rangeselector": {
+          "buttons": [
+            {
+              "step": "day",
+              "stepmode": "backward",
+              "count": 31,
+              "label": "30d"
+            },
+            {
+              "step": "day",
+              "stepmode": "backward",
+              "count": 61,
+              "label": "60d"
+            },
+            {
+              "step": "day",
+              "stepmode": "backward",
+              "count": 91,
+              "label": "90d"
+            },
+            {
+              "step": "day",
+              "stepmode": "backward",
+              "count": 181,
+              "label": "all"
+            }
+          ]
         }
+      },
+      "yaxis": {
+        "hoverformat": ",.0",
+        "tickformat": ",.0",
+        "gridcolor": "#FFF",
+        "gridwidth": 2,
+        "autotick": true,
+        "rangemode": "tozero",
+        "showline": true,
+        "title": "Downloads",
+        "ticksuffix": "",
+        "tickmode": "auto",
+        "linecolor": "rgba(148, 148, 148, 1)",
+        "linewidth": 2,
+        "rangeselector": {
+          "buttons": [
+            {
+              "step": "day",
+              "stepmode": "backward",
+              "count": 31,
+              "label": "30d"
+            },
+            {
+              "step": "day",
+              "stepmode": "backward",
+              "count": 61,
+              "label": "60d"
+            },
+            {
+              "step": "day",
+              "stepmode": "backward",
+              "count": 91,
+              "label": "90d"
+            },
+            {
+              "step": "day",
+              "stepmode": "backward",
+              "count": 181,
+              "label": "all"
+            }
+          ]
+        }
+      }
     },
-    "percentages":{
-        "layout":{
-            "autosize":true,
-            "height":400,
-            "margin":{
-                "r":100,
-                "t":40,
-                "autoexpand":true,
-                "b":80,
-                "l":100,
-                "pad":0
-            },
-            "paper_bgcolor":"#fff",
-            "plot_bgcolor":"rgba(175, 175, 175, 0.2)",
-            "showlegend":true,
-            "legend":{
-                "orientation":"v",
-                "bgcolor":"#e7e7e7",
-                "xanchor":"left",
-                "yanchor":"middle",
-                "x":0,
-                "y":0.5
-            },
-            "title":"Proportional Downloads",
-            "xaxis":{
-                "tickformat":"%m-%d",
-                "dtick":604800000,
-                "tick0":"2017-08-07",
-                "gridcolor":"#FFF",
-                "gridwidth":2,
-                "anchor":"y",
-                "domain":[
-                    0,
-                    1
-                ],
-                "title":"Date",
-                "titlefont":{
-                    "family":"'Geneva', Verdana, Geneva, sans-serif",
-                    "size":16,
-                    "color":"#7f7f7f"
-                },
-                "showline":true,
-                "linecolor":"rgba(148, 148, 148, 1)",
-                "linewidth":2,
-                "tickangle":-45
-            },
-            "yaxis":{
-                "range":[
-                    0,
-                    100
-                ],
-                "dtick":20,
-                "gridcolor":"#FFF",
-                "gridwidth":2,
-                "autotick":false,
-                "showline":true,
-                "title":"Download Proportion",
-                "ticksuffix":"%",
-                "tickmode":"auto",
-                "linecolor":"rgba(148, 148, 148, 1)",
-                "linewidth":2
-            }
-        },
-        "config":{
-            "displaylogo":false,
-            "modeBarButtonsToRemove":[
-                "toImage",
-                "sendDataToCloud",
-                "zoom2d",
-                "pan2d",
-                "select2d",
-                "lasso2d",
-                "zoomIn2d",
-                "zoomOut2d",
-                "toggleSpikelines"
-            ]
-        }
+    "config": {
+      "displaylogo": false,
+      "modeBarButtonsToRemove": [
+        "toImage",
+        "sendDataToCloud",
+        "zoom2d",
+        "pan2d",
+        "select2d",
+        "lasso2d",
+        "zoomIn2d",
+        "zoomOut2d",
+        "toggleSpikelines"
+      ]
     }
+  },
+  "percentages": {
+    "layout": {
+      "autosize": true,
+      "height": 400,
+      "margin": {
+        "r": 100,
+        "t": 80,
+        "autoexpand": true,
+        "b": 80,
+        "l": 100,
+        "pad": 0
+      },
+      "paper_bgcolor": "#fff",
+      "plot_bgcolor": "rgba(175, 175, 175, 0.2)",
+      "showlegend": true,
+      "legend": {
+        "orientation": "v",
+        "bgcolor": "#e7e7e7",
+        "xanchor": "left",
+        "yanchor": "middle",
+        "x": 0,
+        "y": 0.5
+      },
+      "title": "Proportional Downloads",
+      "xaxis": {
+        "tickformat": "%m-%d",
+        "dtick": 604800000,
+        "tick0": "2017-08-07",
+        "gridcolor": "#FFF",
+        "gridwidth": 2,
+        "anchor": "y",
+        "domain": [
+          0,
+          1
+        ],
+        "title": "Date",
+        "titlefont": {
+          "family": "Geneva, Verdana, Geneva, sans-serif",
+          "size": 16,
+          "color": "#7f7f7f"
+        },
+        "showline": true,
+        "linecolor": "rgba(148, 148, 148, 1)",
+        "linewidth": 2,
+        "tickangle": -45
+      },
+      "yaxis": {
+        "range": [
+          0,
+          100
+        ],
+        "dtick": 20,
+        "gridcolor": "#FFF",
+        "gridwidth": 2,
+        "autotick": false,
+        "showline": true,
+        "title": "Download Proportion",
+        "ticksuffix": "%",
+        "tickmode": "auto",
+        "linecolor": "rgba(148, 148, 148, 1)",
+        "linewidth": 2
+      }
+    },
+    "config": {
+      "displaylogo": false,
+      "modeBarButtonsToRemove": [
+        "toImage",
+        "sendDataToCloud",
+        "zoom2d",
+        "pan2d",
+        "select2d",
+        "lasso2d",
+        "zoomIn2d",
+        "zoomOut2d",
+        "toggleSpikelines"
+      ]
+    }
+  }
 }
diff --git a/pypistats/tasks/pypi.py b/pypistats/tasks/pypi.py
index ff87425..85df905 100644
--- a/pypistats/tasks/pypi.py
+++ b/pypistats/tasks/pypi.py
@@ -415,7 +415,7 @@ def etl():
 
 
 if __name__ == "__main__":
-    date = "2018-07-28"
+    date = "2018-10-13"
     env = "prod"
     print(date, env)
     print(get_daily_download_stats(env, date))
diff --git a/pypistats/views/api.py b/pypistats/views/api.py
index 24241af..7eb4c90 100644
--- a/pypistats/views/api.py
+++ b/pypistats/views/api.py
@@ -14,7 +14,7 @@ from pypistats.models.download import RecentDownloadCount
 from pypistats.models.download import SystemDownloadCount
 
 
-blueprint = Blueprint('api', __name__, url_prefix='/api')
+blueprint = Blueprint("api", __name__, url_prefix="/api")
 
 
 @blueprint.route("/")
@@ -27,7 +27,7 @@ def api():
 def api_downloads_recent(package):
     """Get the recent downloads of a package."""
     package = package.replace(".", "-")
-    category = request.args.get('period')
+    category = request.args.get("period")
     if category is None:
         downloads = RecentDownloadCount.query.\
             filter_by(package=package).all()
@@ -55,12 +55,12 @@ def api_downloads_recent(package):
 def api_downloads_overall(package):
     """Get the overall download time series of a package."""
     package = package.replace(".", "-")
-    mirrors = request.args.get('mirrors')
-    if mirrors == 'true':
+    mirrors = request.args.get("mirrors")
+    if mirrors == "true":
         downloads = OverallDownloadCount.query.\
             filter_by(package=package, category="with_mirrors").\
             order_by(OverallDownloadCount.date).all()
-    elif mirrors == 'false':
+    elif mirrors == "false":
         downloads = OverallDownloadCount.query.\
             filter_by(package=package, category="without_mirrors").\
             order_by(OverallDownloadCount.date).all()
diff --git a/pypistats/views/general.py b/pypistats/views/general.py
index ff51787..0c82c3c 100644
--- a/pypistats/views/general.py
+++ b/pypistats/views/general.py
@@ -12,6 +12,7 @@ from flask import g
 from flask import json
 from flask import redirect
 from flask import render_template
+from flask import request
 from flask_wtf import FlaskForm
 import requests
 from wtforms import StringField
@@ -97,8 +98,17 @@ def package_page(package):
     """Render the package page."""
     package = package.replace(".", "-")
     # Recent download stats
+    try:
+        # Take the min of the lookback and 180
+        lookback = min(abs(int(request.args.get("lookback", 180))), 180)
+    except ValueError:
+        lookback = 180
+
+    start_date = str(datetime.date.today() - datetime.timedelta(lookback))
+
     recent_downloads = RecentDownloadCount.query.\
         filter_by(package=package).all()
+
     if len(recent_downloads) == 0:
         return redirect(f"/search/{package}")
     recent = {r: 0 for r in RECENT_CATEGORIES}
@@ -125,8 +135,8 @@ def package_page(package):
     model_data = []
     for model in MODELS:
         records = model.query.filter_by(package=package).\
-            order_by(model.date,
-                     model.category).all()
+            filter(model.date >= start_date).\
+            order_by(model.date, model.category).all()
 
         if model == OverallDownloadCount:
             metrics = ["downloads"]
@@ -144,6 +154,8 @@ def package_page(package):
     plots = []
     for model in model_data:
         plot = deepcopy(current_app.config["PLOT_BASE"])[model["metric"]]
+
+        # Set data
         data = []
         for category, values in model["data"].items():
             base = deepcopy(current_app.config["DATA_BASE"][model["metric"]]["data"][0])
@@ -154,12 +166,38 @@ def package_page(package):
             base["name"] = category.title()
             data.append(base)
         plot["data"] = data
+
+        # Add titles
         if model["metric"] == "percentages":
             plot["layout"]["title"] = \
                 f"Daily Download Proportions of {package} package - {model['name'].title().replace('_', ' ')}"  # noqa
         else:
             plot["layout"]["title"] = \
                 f"Daily Download Quantity of {package} package - {model['name'].title().replace('_', ' ')}"  # noqa
+
+        # Explicitly set range
+        plot["layout"]["xaxis"]["range"] = [str(records[0].date - datetime.timedelta(1)), str(datetime.date.today())]
+
+        # Add range buttons
+        plot["layout"]["xaxis"]["rangeselector"] = {"buttons": []}
+        drange = (datetime.date.today() - records[0].date).days
+        for k in [30, 60, 90, 120, 9999]:
+            if k <= drange:
+                plot["layout"]["xaxis"]["rangeselector"]["buttons"].append({
+                    "step": "day",
+                    "stepmode": "backward",
+                    "count": k+1,
+                    "label": f"{k}d"
+                })
+            else:
+                plot["layout"]["xaxis"]["rangeselector"]["buttons"].append({
+                    "step": "day",
+                    "stepmode": "backward",
+                    "count": drange + 1,
+                    "label": "all"
+                })
+                break
+
         plots.append(plot)
 
     return render_template(