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
پورے کمپیوٹر سسٹم کو مربوط کیا جاتا ہے؟
- ALU
- Register
- Control Unit
- Both A and C
اس سوال کو وضاحت کے ساتھ پڑھیں
ریم کونسی میموری ہے؟
- Permanent
- Volatile
- Primary Memory
- None of these
اس سوال کو وضاحت کے ساتھ پڑھیں
ایم آئی سی آر کا مطلب کیا ہے؟
- Magnetic Ink Code Reader
- Magnetic Ink Cases Reader
- Magnetic ink character recognition
- None of these
اس سوال کو وضاحت کے ساتھ پڑھیں
انٹرنیٹ کنکشن کے لیے کون سا آلہ ضروری ہے؟
- Joystick
- Modem
- CD drive
- NIC card
اس سوال کو وضاحت کے ساتھ پڑھیں
جنک ای میل کا دوسرا نام کیا ہے؟
- Spoof
- Spill
- Spam
- Spat
اس سوال کو وضاحت کے ساتھ پڑھیں
