You Want to Analyze Hundreds of Thousands of Social Media

question 114

Multiple Choice

You want to analyze hundreds of thousands of social media posts daily at the lowest cost and with the fewest steps. You have the following requirements: You will batch-load the posts once per day and run them through the Cloud Natural Language API. You will extract topics and sentiment from the posts. You must store the raw posts for archiving and reprocessing. You will create dashboards to be shared with people both inside and outside your organization. You need to store both the data extracted from the API to perform analysis as well as the raw social media posts for historical archiving. What should you do?

• A) Store the social media posts and the data extracted from the API in BigQuery.
• B) Store the social media posts and the data extracted from the API in Cloud SQL.
• C) Store the raw social media posts in Cloud Storage, and write the data extracted from the API into BigQuery.
• D) Feed to social media posts into the API directly from the source, and write the extracted data from the API into BigQuery.

Recognize the importance of atmospherics in creating a desirable retail space.

Understand the concept of biological preparedness in forming stimulus-response associations.

Grasp B.F. Skinner’s perspective on behavior being determined by environmental consequences.

Identify key experiments and findings in classical conditioning, including Watson and Rayner's "Little Albert" study.

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Definitions:

Economic Independence

The state of having sufficient personal wealth to live, without needing to work actively for basic necessities. For nations, it refers to the ability to sustain its economy without undue reliance on external support or resources.

Self-Government

The right of people to rule themselves autonomously.

Melting Pot

A metaphor for a society where many different types of people blend together as one, often used to describe the assimilation of immigrants into American culture.

U.S. Constitution

The supreme law of the United States, establishing the framework of the national government and the fundamental rights and freedoms of its citizens, ratified in 1787.