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
ایک مرتب کیا ہے؟
- A compiler is a special program that processes statements written in a particular programming language and turns them into machine language
- A compiler is a language providing very efficient execution
- A compiler does a conversion line by line as the program is run
- None of these
اس سوال کو وضاحت کے ساتھ پڑھیں
درج ذیل میں سے کون سا اینڈرائیڈ کے آفیشل ورژن کا کوڈ نام نہیں ہے؟
- Muffin
- Cupcake
- Donut
- Lollipop
اس سوال کو وضاحت کے ساتھ پڑھیں
کسی ویب سائٹ کو صارف کی شناخت یاد رکھنے میں کون سی چیز مدد دیتی ہے؟
- Cookies
- Firewall
- Cache
- Compiler
اس سوال کو وضاحت کے ساتھ پڑھیں
جب صارف کمپیوٹر آن کرتا ہے تو آپریٹنگ سسٹم شروع کرنے کے عمل کو کیا کہا جاتا ہے؟
- Starting
- Loading
- Booting
- None of these
اس سوال کو وضاحت کے ساتھ پڑھیں
کمپیوٹر سسٹم میں بوٹ کا لفظ استعمال ہوتا ہے؟
- To exit opened software
- To start up a software
- To shutdown system
- To start a computer
اس سوال کو وضاحت کے ساتھ پڑھیں
