Question:
The following histogram represents:
The following histogram represents:
Show Hint
Histogram = Univariate; Scatter Plot = Bivariate; PCA = Multivariate.
Updated On: Jul 9, 2025
- Univariate Analysis
- Bivariate Analysis
- Multivariate Analysis
- Clustering
Hide Solution
Verified By Collegedunia
The Correct Option is A
Solution and Explanation
A histogram is a graphical representation that shows the distribution of a single variable.
It displays the frequency of data within specified intervals or bins.
Since it focuses on one variable only (like the variable X shown here), it is an example of univariate analysis.
Bivariate analysis deals with two variables and their relationship, for example using scatter plots or correlation matrices.
Multivariate analysis deals with more than two variables at the same time.
Clustering is a technique used to group similar data points, and while it can use histograms in exploration, the histogram itself is purely univariate.
Hence, the correct answer is univariate analysis.
It displays the frequency of data within specified intervals or bins.
Since it focuses on one variable only (like the variable X shown here), it is an example of univariate analysis.
Bivariate analysis deals with two variables and their relationship, for example using scatter plots or correlation matrices.
Multivariate analysis deals with more than two variables at the same time.
Clustering is a technique used to group similar data points, and while it can use histograms in exploration, the histogram itself is purely univariate.
Hence, the correct answer is univariate analysis.
Was this answer helpful?
0
0
Top Questions on Data Analysis
- Name one type of chart/graph suitable for analysing a single variable (univariate analysis) and one type for analyzing the relationship between two variables (bivariate analysis).
- CBSE CLASS XII - 2025
- Data Science
- Data Analysis
- Prediction of house prices in a city depends on factors such as the number of bedrooms, size of the house (square footage), location and age of the property. Which analysis technique is appropriate for this scenario?
- CBSE CLASS XII - 2025
- Data Science
- Data Analysis
- An international NGO for homeless people has supplied certain items for ongoing winters to new shelters for homeless people. These consist of different items like blankets, jackets, shoes, socks, and room heaters. The total number of five items distributed in December 2024 was 3300.
- 24% of all items were blankets.
- $\frac{1}{6}$ of all items were jackets.
- 14% of all items were shoes.
- Remaining items were either socks or room heaters.
- The number of room heaters distributed was 100 more than the number of socks distributed.
The number of socks distributed is approximately what percent of the total number of shoes and room heaters put together?- MAT - 2025
- Data Interpretation
- Data Analysis
- An international NGO for homeless people has supplied certain items for ongoing winters to new shelters for homeless people. These consist of different items like blankets, jackets, shoes, socks, and room heaters. The total number of five items distributed in December 2024 was 3300.
- 24% of all items were blankets.
- $\frac{1}{6}$ of all items were jackets.
- 14% of all items were shoes.
- Remaining items were either socks or room heaters.
- The number of room heaters distributed was 100 more than the number of socks distributed.
Find the ratio between the number of room heaters and the number of shoes?- MAT - 2025
- Data Interpretation
- Data Analysis
- An international NGO for homeless people has supplied certain items for ongoing winters to new shelters for homeless people. These consist of different items like blankets, jackets, shoes, socks, and room heaters. The total number of five items distributed in December 2024 was 3300.
- 24% of all items were blankets.
- $\frac{1}{6}$ of all items were jackets.
- 14% of all items were shoes.
- Remaining items were either socks or room heaters.
- The number of room heaters distributed was 100 more than the number of socks distributed.
What is the total number of jackets, shoes, and room heaters distributed?- MAT - 2025
- Data Interpretation
- Data Analysis
View More Questions
Questions Asked in CBSE CLASS XII exam
- A coil of 60 turns and area \( 1.5 \times 10^{-3} \, \text{m}^2 \) carrying a current of 2 A lies in a vertical plane. It experiences a torque of 0.12 Nm when placed in a uniform horizontal magnetic field. The torque acting on the coil changes to 0.05 Nm after the coil is rotated about its diameter by 90°. Find the magnitude of the magnetic field.
- CBSE CLASS XII - 2025
- Magnetism and matter
- Determine the values of $x$ for which the function $f(x) = \frac{x-4}{x+1}$ is an increasing or a decreasing function.
- CBSE CLASS XII - 2025
- Application of derivatives
Complete and balance the following chemical equations: (a) \[ 2MnO_4^-(aq) + 10I^-(aq) + 16H^+(aq) \rightarrow \] (b) \[ Cr_2O_7^{2-}(aq) + 6Fe^{2+}(aq) + 14H^+(aq) \rightarrow \]
- CBSE CLASS XII - 2025
- Redox Reactions
- Two wires of the same material and the same radius have their lengths in the ratio 2:3. They are connected in parallel to a battery which supplies a current of 15 A. Find the current through the wires.
- CBSE CLASS XII - 2025
- Current electricity
- Arun, Bashir and Joseph were partners in a firm sharing profits and losses in the ratio of 5 : 3 : 2. They admitted Daksh as a new partner who acquired his share entirely from Arun. If Arun sacrificed \( \frac{1}{5} \)th from his share to Daksh, Daksh's share in the profits of the firm will be :
- CBSE CLASS XII - 2025
- Partnership Accounts
View More Questions