Explain the main steps involved in data analysis ?

Question

Accepted Answer

Data analysis involves several steps including data collection, data cleaning, data exploration, data modeling, and data visualization.

Data collection: Gathering relevant data from various sources.
Data cleaning: Removing any errors, inconsistencies, or missing values from the data.
Data exploration: Analyzing the data to understand its characteristics and identify patterns or trends.
Data modeling: Applying statistical or machine learning techniques to build models and make predictions.
Data visualization: Presenting the findings in a visual format to communicate insights effectively.

Accepted Answer

Collecting and cleansing data:  Data analyst gather the data from different sources .
Interpreting and transforming data: analyst runs models to analyze the data.
Modeling and generating reports on data: Data analyst implement the model and create  document reports  for stakeholders .

Explain the main steps involved in data analysis ?

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