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Exam Code:	DAA-C01
Exam Name:	SnowPro Advanced: Data Analyst Certification Exam
Certification Provider:	Snowflake
Free Question Number:	151
Version:	v2025-12-12
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# of views:	127
# of Questions views:	1922
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Exam Question List: Question 1: You are tasked with creating a data access strategy for a ma...; Question 2: You are tasked with cleaning a dataset containing customer a...; Question 3: You are designing a data pipeline in Snowflake that ingests ...; Question 4: You are tasked with analyzing website clickstream data store...; Question 5: You have a table named 'product_sales' with columns 'product...; Question 6: Consider the following SQL query: (Exhibit) Analyzing the Qu...; Question 7: You are working with clickstream data in Snowflake, stored i...; Question 8: You are using Snowpipe to continuously load JSON data from a...; Question 9: You have a CSV file loaded into a Snowflake table named 'raw...; Question 10: You are analyzing website traffic data in Snowflake and want...; Question 11: A data analyst needs to process a large JSON payload stored ...; Question 12: You are analyzing sales data from different regions stored i...; Question 13: You are tasked with diagnosing a performance bottleneck in a...; Question 14: You are responsible for maintaining a dashboard that visuali...; Question 15: You are working with a Snowflake table 'raw_data' containing...; Question 16: A marketing team wants to understand the impact of their cam...; Question 17: You are tasked with identifying potential fraud in a financi...; Question 18: You have a Snowflake table 'customer data' containing person...; Question 19: You are building a real-time dashboard to monitor website tr...; Question 20: You are tasked with designing a Snowflake data model for a s...; Question 21: You have a stored procedure written in Python within Snowfla...; Question 22: You have a Snowflake table 'RAW DATA containing a 'VARIANT c...; Question 23: You are tasked with cleaning a 'customer_orders' table in Sn...; Question 24: You are using Snowpipe to continuously load data from an ext...; Question 25: You are tasked with cleaning and transforming a dataset cont...; Question 26: An organization needs to provide daily summaries of key metr...; Question 27: You have a Snowflake table 'EMPLOYEES' with columns 'EMPLOYE...; Question 28: Consider a table 'sales data' with columns 'product id', 'sa...; Question 29: You are preparing to load data from an internal stage that c...; Question 30: You are using Snowpipe to continuously load data from an AWS...; Question 31: A large retail company is migrating its transaction data to ...; Question 32: A telecommunications company wants to identify customers who...; Question 33: A logistics company needs to determine which warehouses are ...; Question 34: You have a Snowpipe configured to load CSV files from an AWS...; Question 35: Consider a Snowflake table 'USER EVENTS' with a 'VARIANT' co...; Question 36: You have a Snowflake table 'CUSTOMER ORDERS with columns 'CU...; Question 37: A data analyst is tasked with identifying the top 3 performi...; Question 38: A data analyst is optimizing query performance for a large r...; Question 39: You have a requirement to load semi-structured JSON data fro...; Question 40: A retail company uses Snowflake to store sales data'. They w...; Question 41: You are building a dashboard to monitor the performance of o...; Question 42: You're working with a 'WEB EVENTS' table in Snowflake that s...; Question 43: A ride-sharing company wants to analyze the density of ride ...; Question 44: You have a table 'PRODUCTS' with a 'PRICE' column stored as ...; Question 45: You are using a Snowflake Marketplace data feed that provide...; Question 46: You are tasked with performing a descriptive analysis of web...; Question 47: You're building a dashboard to monitor the performance of va...; Question 48: A healthcare provider needs to create a dashboard displaying...; Question 49: You are designing a data pipeline to ingest JSON data from a...; Question 50: You are performing an UPDATE operation on a large table 'CUS...; Question 51: You are tasked with creating a stored procedure in Snowflake...; Question 52: A company receives daily CSV files containing customer order...; Question 53: You are analyzing customer churn for a subscription-based se...; Question 54: You are investigating why a Snowflake data replication proce...; Question 55: You are tasked with creating a data pipeline that ingests da...; Question 56: You have a large table 'WEB EVENTS with columns 'EVENT TIMES...; Question 57: You are tasked with creating a dashboard in Snowsight to vis...; Question 58: Consider a scenario where you are building a dashboard to mo...; Question 59: You are tasked with analyzing website traffic data stored in...; Question 60: You are developing a data pipeline that involves loading dat...; Question 61: You are responsible for maintaining a dashboard displaying r...; Question 62: You are analyzing customer order data in Snowflake. The 'ord...; Question 63: A retail company is using Snowflake to store their daily sal...; Question 64: You have Parquet files containing customer order data in an ...; Question 65: A financial institution uses Snowflake to store customer tra...; Question 66: Your company needs to comply with GDPR regulations, and you'...; Question 67: Consider a scenario where you're analyzing website user beha...; Question 68: You are a data analyst at a retail company. You need to calc...; Question 69: You have a table named 'ORDERS with a 'ORDER DATE column sto...; Question 70: A data pipeline is failing intermittently, with the error lo...; Question 71: A company stores web analytics data in a Snowflake table nam...; Question 72: You are designing a data warehouse in Snowflake for a retail...; Question 73: You are tasked with ingesting data from a variety of externa...; Question 74: A marketing team requires a daily report showcasing website ...; Question 75: You are tasked with validating the 'SALES DATA' table contai...; Question 76: You are analyzing website traffic data in Snowflake to ident...; Question 77: You are tasked with building a data ingestion pipeline to re...; Question 78: Consider a table 'customer_orderS with columns 'order_id' (I...; Question 79: A data analyst observes a sudden and significant drop in sal...; Question 80: While reviewing the query profile for a complex data transfo...; Question 81: A financial institution is migrating its transactional data ...; Question 82: You are analyzing website traffic data in Snowflake and noti...; Question 83: You have a Snowflake environment where different data analys...; Question 84: You are tasked with identifying PII (Personally Identifiable...; Question 85: You're developing a data quality process in Snowflake that r...; Question 86: You are tasked with building a dashboard in Looker Studio to...; Question 87: You are tasked with analyzing website traffic patterns using...; Question 88: Your organization is migrating a large on-premise data wareh...; Question 89: Your company uses Snowflake to store sales data'. A dashboar...; Question 90: You are tasked with creating a dashboard to monitor the perf...; Question 91: A Snowflake data analyst needs to identify the top 5 most co...; Question 92: You are analyzing sales data in Snowflake to identify season...; Question 93: You are tasked with loading a large CSV file containing webs...; Question 94: You have a large CSV file containing customer transaction da...; Question 95: A data analyst is experiencing slow query performance when j...; Question 96: You have two Snowflake tables: 'transactions' (containing tr...; Question 97: You have a Snowflake table named 'sensor_data' with a column...; Question 98: You have a table 'CUSTOMER DATA' with a column 'phone_number...; Question 99: A financial institution stores transaction data with various...; Question 100: A financial institution has implemented both Row Access Poli...; Question 101: You have a query that joins three tables: 'CUSTOMERS, , and ...; Question 102: Consider the following Snowflake table schema and data: 'CRE...; Question 103: A data engineering team is implementing a complex data trans...; Question 104: A data analyst is tasked with optimizing query performance f...; Question 105: You are tasked with loading data from a REST API that return...; Question 106: A retail company has data about their products, sales, and i...; Question 107: You are working with a Snowflake table 'ORDERS that contains...; Question 108: You are tasked with enriching a customer dataset in Snowflak...; Question 109: Consider a scenario where you have a table 'CUSTOMER ORDERS'...; Question 110: You are a data analyst for an e-commerce company. You need t...; Question 111: You're analyzing a sales dataset in Snowflake. The dataset c...; Question 112: Which of the following statements are true regarding the use...; Question 113: You are tasked with enriching a 'SALES DATA' table in Snowfl...; Question 114: A Snowflake data pipeline utilizes Snowpipe to ingest data f...; Question 115: A data analyst is tasked with loading data into a Snowflake ...; Question 116: You are tasked with identifying potential data sources for a...; Question 117: A data analyst is using a data feed from the Snowflake Marke...; Question 118: You have a table 'CUSTOMER DATA with sensitive information l...; Question 119: You are analyzing customer order data in Snowflake. A column...; Question 120: A data analyst is implementing a data preparation pipeline u...; Question 121: You are tasked with identifying potential data sources for a...; Question 122: You have a Snowflake table containing order data'. You need ...; Question 123: You're working with product catalog data in Snowflake. The p...; Question 124: You are designing a data ingestion pipeline for a financial ...; Question 125: You are building a real-time data pipeline to ingest IoT sen...; Question 126: A Snowflake data analyst is tasked with optimizing the perfo...; Question 127: A financial institution uses Snowflake to store transaction ...; Question 128: You have a Snowflake table named 'orders' with columns (INT)...; Question 129: You are building a sales performance dashboard in Snowflake....; Question 130: You are building a Data Vault model in Snowflake. You have i...; Question 131: A financial services company is migrating its transaction da...; Question 132: You are responsible for a Snowflake data pipeline that loads...; Question 133: You are tasked with cleaning a 'COMMENTS table that contains...; Question 134: A data analyst needs to enrich customer data in a Snowflake ...; Question 135: You are tasked with loading data from a CSV file stored in A...; Question 136: You observe that a Snowflake query, intended to perform aggr...; Question 137: A marketing analytics team is building a dashboard to track ...; Question 138: You are preparing data for analysis in Snowflake. You have t...; Question 139: You are tasked with loading JSON files into Snowflake using ...; Question 140: A large fact table is partitioned by and clustered by 'custo...; Question 141: You are analyzing website traffic data in Snowflake using Sn...; Question 142: You have a Snowflake table named 'CUSTOMER DATA' with a 'JSO...; Question 143: You are tasked with enriching your company's customer transa...; Question 144: You have identified inconsistencies in the data type of the ...; Question 145: A marketing team requires a daily report showcasing website ...; Question 146: You need to load data from a set of CSV files located in an ...; Question 147: Your organization stores clickstream data in Parquet files i...; Question 148: You're building a Snowflake forecasting model to predict web...; Question 149: A Snowflake data analyst needs to create a secure view calle...; Question 150: A data analyst is working with a large table partitioned by ...; Question 151: You're working with time series data in Snowflake, specifica...

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