curl --compressed -H "Accept: application/json" -H "X-Api-Key: <client-api-key>" \
  "https://eu.market-api.kaiko.io/v2/data/wallet.v1/audit?blockchain=bitcoin"

##### 1. Import dependencies #####
import requests
import pandas as pd

##### 2. Choose the value of the query's parameters #####
# ---- Required parameters ---- #
blockchain = "bitcoin" 

# ---- Optional parameters ---- #
start_time = "2022-05-01T00:00:00.000Z"
end_time = "2022-30-01T00:00:00.000Z"
page_size = 100
sort = "desc"
transaction_hash = None
user_address = "1FfmbHfnpaZjKFvyi1okTjJJusN455paPH"

# ---- API key configuration ---- #
api_key = "YOUR_API_KEY"

##### 3. Get the data #####
# ---- Function to run an API call ---- # 
# Get the data in a dataframe --------- # 

def get_kaiko_data(api_key: str, blockchain: str, start_time: str, end_time: str, page_size: int, sort: str, transaction_hash: str, user_address: str):
    headers = {'Accept': 'application/json', 'X-Api-Key': api_key}
    
    url = f'https://us.market-api.kaiko.io/v2/data/wallet.v1/audit'
    params = {
        "blockchain": blockchain,
        "start_time": start_time,
        "end_time": end_time,
        "page_size": page_size,
        "sort": sort,
        "transaction_hash": transaction_hash,
        "user_address": user_address
    }

    try:
        res = requests.get(url, headers=headers, params=params)
        res.raise_for_status() 
        data = res.json()
        if 'data' not in data:
            print("No data returned.")
            return pd.DataFrame() 
        df = pd.DataFrame(data['data'])

        # Handle pagination with continuation token
        while 'next_url' in data:
            next_url = data['next_url']
            if next_url is None:
                break
            res = requests.get(next_url, headers=headers)
            res.raise_for_status()
            data = res.json()
            if 'data' in data:
                df = pd.concat([df, pd.DataFrame(data['data'])], ignore_index=True)
        return df

    except requests.exceptions.RequestException as e:
        print(f"API request error: {e}")
        return pd.DataFrame() 

# ---- Get the data ---- #
df = get_kaiko_data(api_key=api_key, blockchain=blockchain, start_time=start_time, end_time=end_time, page_size=page_size, sort=sort, transaction_hash=transaction_hash, user_address=user_address)
print (df)

curl --compressed -H "Accept: application/json" -H "X-Api-Key: <client-api-key>" \
  "https://eu.market-api.kaiko.io/v2/data/wallet.v1/transactions?blockchain=bitcoin"

##### 1. Import dependencies #####
import requests
import pandas as pd

##### 2. Choose the value of the query's parameters #####
# ---- Required parameters ---- #
blockchain = "bitcoin" 

# ---- Optional parameters ---- #
start_block = 600000
end_block = 600001
start_time = None
end_time = None
page_size = 100
sort = "desc"
transaction_hash = None

# ---- API key configuration ---- #
api_key = "YOUR_API_KEY"

##### 3. Get the data #####
# ---- Function to run an API call ---- # 
# Get the data in a dataframe --------- # 

def get_kaiko_data(api_key: str, blockchain: str, start_block: int, end_block: int, start_time: str, end_time: str, page_size: int, sort: str, transaction_hash: str):
    headers = {'Accept': 'application/json', 'X-Api-Key': api_key}
    
    url = f'https://us.market-api.kaiko.io/v2/data/wallet.v1/transactions'
    params = {
        "blockchain": blockchain,
        "start_block": start_block,
        "end_block": end_block,
        "start_time": start_time,
        "end_time": end_time,
        "page_size": page_size,
        "sort": sort,
        "transaction_hash": transaction_hash
    }

    try:
        res = requests.get(url, headers=headers, params=params)
        res.raise_for_status() 
        data = res.json()
        if 'data' not in data:
            print("No data returned.")
            return pd.DataFrame() 
        df = pd.DataFrame(data['data'])

        # Handle pagination with continuation token
        while 'next_url' in data:
            next_url = data['next_url']
            if next_url is None:
                break
            res = requests.get(next_url, headers=headers)
            res.raise_for_status()
            data = res.json()
            if 'data' in data:
                df = pd.concat([df, pd.DataFrame(data['data'])], ignore_index=True)
        return df

    except requests.exceptions.RequestException as e:
        print(f"API request error: {e}")
        return pd.DataFrame() 

# ---- Get the data ---- #
df = get_kaiko_data(api_key=api_key, blockchain=blockchain, start_block=start_block, end_block=end_block, start_time=start_time, end_time=end_time, page_size=page_size, sort=sort, transaction_hash=transaction_hash)
print (df)