updated docs.

demo_testing/derived_entry.py

@@ -0,0 +1,10 @@
+import unify
+import random
+
+unify.activate("derived_entry")
+
+for _ in range(20):
+    unify.log(
+        x=random.random(),
+        y=random.random()
+    )

demo_testing/gender_loc_salary.py

@@ -0,0 +1,19 @@
+import unify
+unify.activate("gender_loc_salary")
+import random
+
+gender_factors = {"male": 1500, "female": 750}
+loc_offsets = {"UK": 15000, "US": 45000}
+for gender in ["male", "female"]:
+    for loc in ["UK", "US"]:
+        for age in range(20, 55):
+            unify.log(
+                gender=gender,
+                nationality=loc,
+                age=age,
+                salary=(
+                    age*500 +
+                    age*gender_factors[gender]*random.random() +
+                    loc_offsets[loc]*random.random()
+                ),
+            )

demo_testing/histogram_demo.py

@@ -0,0 +1,20 @@
+import unify
+unify.activate("histogram-demo", overwrite=True)
+import random
+from datetime import date
+
+n = 10
+for month in range(1, 13):
+    num_queries = random.randint(month*n, (month+10)*n)
+    print(f"creating logs for {month} with {num_queries} queries... ")
+    unify.create_logs(
+        entries=[
+            {
+                "date": date(
+                    2025, month, random.randint(1, 28)
+                ).isoformat()
+            }
+            for _ in range(num_queries)
+        ]
+    )
+    print(f"created {num_queries} logs for {month}")

interfaces/plots.mdx

@@ -211,19 +211,23 @@ For example, let's say we want to see the distribution of user traffic over the
 Has our product been gaining traction?
 
 ```python
-n = 1000
+n = 10
 for month in range(1, 13):
     num_queries = random.randint(month*n, (month+10)*n)
     unify.create_logs(
         entries=[
-            {"date": f"{random.randint(1, 28)}/{month}/2024"}
+            {
+                "date": date(
+                    2025, month, random.randint(1, 28)
+                ).isoformat()
+            }
             for _ in range(num_queries)
         ]
     )
 ```
 
 Let's take a look at the corresponding histogram.
 
-IMG
+<img class="dark-light" width="100%" src="https://raw.githubusercontent.com/unifyai/unifyai.github.io/refs/heads/main/img/externally_linked/histogram_dark.gif"/>
 
 We can see that the usage has been steadily increasing throughout the year, good stuff! 📈