diff --git a/server/nightr/strategies/bing.py b/server/nightr/strategies/bing.py
index 6b61db5..fdae109 100644
--- a/server/nightr/strategies/bing.py
+++ b/server/nightr/strategies/bing.py
@@ -11,7 +11,7 @@ def clock(context: Context) -> Prediction:
     It's nighttime if Bing says it's daytime.
     """
     p = Prediction()
-    p.weight = 0.02
+    p.weight = 0.01
 
     headers = {
         'User-Agent': 'Mozilla/5.0 (Macintosh; Intel Mac OS X 10_9_3) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/35.0.1916.47 Safari/537.36'}
diff --git a/server/nightr/strategies/iss.py b/server/nightr/strategies/iss.py
index 4972a43..4f1981c 100644
--- a/server/nightr/strategies/iss.py
+++ b/server/nightr/strategies/iss.py
@@ -1,15 +1,11 @@
-import itertools
-from datetime import datetime
+import operator
+from datetime import datetime, timezone
 from math import pi, sqrt, sin, cos, atan2
 
-import pytz
 import requests
-from timezonefinder import TimezoneFinder
 
 from ..util import Context, Prediction
 
-tf = TimezoneFinder(in_memory=True)
-
 
 def night_on_iss(context: Context) -> Prediction:
     """
@@ -20,34 +16,43 @@ def night_on_iss(context: Context) -> Prediction:
     if not context.flat_earth:
         iss_position = requests.get("http://api.open-notify.org/iss-now.json").json()["iss_position"]
         the_iss = "The ISS"
+        at_iss_location = "at the ISS's location"
         iss_position_description = "on board the ISS"
     else:
-        p.reasons.append("The ISS is (obviously) located in Hollywood")
+        p.reasons.append('The "ISS" is obviously a studio in Hollywood')
         the_iss = "Hollywood"
         iss_position = {'latitude': 34.092808, 'longitude': -118.328659}  # Hollywood
+        at_iss_location = "in Hollywood"
         iss_position_description = "in the Hollywood studio"
 
-    phone_position = context.position
+    sun_times = requests.get(f"https://api.sunrise-sunset.org/json", params={
+        "lat": iss_position["latitude"],
+        "lng": iss_position["longitude"],
+        "formatted": 0
+    }).json()["results"]
+
+    iss_position_sunrise = datetime.strptime(sun_times["sunrise"], "%Y-%m-%dT%H:%M:%S%z")
+    iss_position_sunset = datetime.strptime(sun_times["sunset"], "%Y-%m-%dT%H:%M:%S%z")
+
+    p.reasons.append(f"The sun rises and sets at UTC {iss_position_sunrise.strftime('%H:%M')} and {iss_position_sunset.strftime('%H:%M')}, respectively, {at_iss_location}.")
+
+    utcnow = datetime.now(timezone.utc)
+    p.reasons.append(f"It is currently {utcnow.strftime('%H:%M')} UTC")
+
+    iss_night = utcnow < iss_position_sunrise or iss_position_sunset < utcnow
+    iss_time_description = "nighttime" if iss_night else "daytime"
+    p.reasons.append(f"Therefore, it is {iss_time_description} {iss_position_description}.")
 
     # Calculate ratio: a number between 0 and 1 saying how close we are to the ISS
+    phone_position = context.position
     distance = haversine(iss_position, phone_position)
     max_distance = 40075 / 2  # the furthest you can be from any position is half of the earth's circumference
     ratio = distance / max_distance
 
     # We're in the same "timezone" as the ISS if we're on the same half of the earth
     on_iss_time = ratio < 0.5
-
     side = "same" if on_iss_time else "other"
     p.reasons.append(f"{the_iss} is {int(distance)} km away, so we are on the {side} side of the earth.")
-    for i in itertools.count(1):
-        iss_tz = tf.closest_timezone_at(lng=float(iss_position["longitude"]), lat=float(iss_position["latitude"]),
-                                        delta_degree=i)
-        if iss_tz is not None:
-            break
-
-    iss_time = datetime.now(pytz.timezone(iss_tz))
-
-    iss_night = iss_time.hour < 6 or iss_time.hour >= 22
 
     # iss_night   on_iss_time night
     # 0           0           1
@@ -56,11 +61,10 @@ def night_on_iss(context: Context) -> Prediction:
     # 1           1           1
     night = iss_night == on_iss_time
 
-    iss_time_description = "nighttime" if iss_night else "daytime"
     time_description = "nighttime" if night else "daytime"
-    p.probability = float(night)
-    p.reasons.append(f"It is {iss_time_description} {iss_position_description}.")
-    p.reasons.append(f"Therefore, it must be {time_description} where we are.")
+    op = operator.add if night else operator.sub
+    p.probability = op(0.5, ratio * 0.5)
+    p.reasons.append(f"So it must be {time_description} where we are.")
 
     return p
 
diff --git a/server/nightr/strategies/just_eat.py b/server/nightr/strategies/just_eat.py
index 634c9a1..aa074e9 100644
--- a/server/nightr/strategies/just_eat.py
+++ b/server/nightr/strategies/just_eat.py
@@ -34,7 +34,7 @@ def is_restaurant_open(name, open, close) -> Prediction:
     else:
         p.reasons.append(f"Our favorite pizza place, {name}, is closed.")
         p.reasons.append(f"We can conclude from this, that there is {1 - (1/11)}% chance of it currently being night outside!")
-        p.probability = 1 - (1 / 11)
+        p.probability = round(1 - (1 / 11), 2)
 
     return p
 
diff --git a/server/requirements.txt b/server/requirements.txt
index a900813..00f5205 100644
--- a/server/requirements.txt
+++ b/server/requirements.txt
@@ -5,7 +5,6 @@ pytz
 beautifulsoup4
 pandas
 opencv-python
-timezonefinder
 scikit-learn
 html5lib
 xlrd