What is the primary purpose of a scatter plot in EDA?
ای ڈی اے میں سکیٹر پلاٹ کا بنیادی مقصد کیا ہے؟
- To show the distribution of a single variable
- To visualize relationships between variables
- To display categorical data
- To represent time series data
Explanation
A scatter plot is a type of graph used in Exploratory Data Analysis (EDA) to visualize the relationship between two continuous variables. It displays the data points as points on a coordinate grid, with the x-axis representing one variable and the y-axis representing the other.
The primary purpose of a scatter plot is to:
- Show the strength and direction of the relationship between the two variables
- Identify patterns, correlations, or outliers in the data
- Help identify potential relationships that may not be immediately apparent from looking at individual variables
Scatter plots are particularly useful for:
- Identifying linear or non-linear relationships
- Identifying clusters or groups in the data
- Identifying outliers or anomalies
Related MCQs
ایچ ڈی ایم آئی کیبل کا کیا کام ہے؟
- To connect audio and video devices
- To transmit internet signals
- To connect storage devices
- None of these
اس سوال کو وضاحت کے ساتھ پڑھیں
بٹ کوائن کس ٹیکنالوجی کو استعمال کرتا ہے؟
- Hashgraph
- Blockchain
- DAG
- None of these
اس سوال کو وضاحت کے ساتھ پڑھیں
فشنگ عام طور پر کس مقصد کے لیے کی جاتی ہے؟
- Install legitimate updates
- Improve computer performance
- Obtain sensitive information through deceptive messages or websites
- None of these
اس سوال کو وضاحت کے ساتھ پڑھیں
مضبوط پاس ورڈ کا بنیادی مقصد کیا ہے؟
- Protect an account from unauthorized access
- Improve screen resolution
- Increase internet speed
- None of these
اس سوال کو وضاحت کے ساتھ پڑھیں
براؤزر میں بک مارک کا بنیادی مقصد کیا ہے؟
- Remove viruses
- Delete browsing history
- Save a webpage for easier future access
- None of these
اس سوال کو وضاحت کے ساتھ پڑھیں
