Compare Chains Over Time

Compare multiple chains over time with growthepie exports.

This recipe compares transaction count across several chains using the public txcount export. Use this recipe when you want a normalized notebook workflow for multi-chain comparisons.

Example

import pandas as pd
import requests

url = "https://api.growthepie.com/v1/export/txcount.json"
rows = requests.get(url, timeout=30).json()

df = pd.DataFrame(rows)
df["date"] = pd.to_datetime(df["date"])

chains = ["arbitrum", "base", "optimism"]
subset = df[df["origin_key"].isin(chains)]

pivot = subset.pivot_table(
    index="date",
    columns="origin_key",
    values="value",
    aggfunc="sum"
).sort_index()

print(pivot.tail())

Related Pages

• txcount

• Plot A Timeseries