Orbio Solutions Data Analyst Interview Questions and Answers

Q1. Was Given two small tables and was asked the total no of rows returned for each kind of join.
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Q2. In Tableau if the underlining table columns keep on changing than what can be done so that it wont affect on the view level.
Ans. 
Create calculated fields in Tableau to dynamically adjust to changing table columns.
• Use calculated fields to reference specific columns by name instead of position.

• Utilize parameters to allow users to select which columns to display.

• Consider using custom SQL queries to dynamically adjust to changing table structure.
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Q3. Row level security
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Q4. Tell me about your project
Ans. 
Developed a predictive model to forecast customer churn for a telecommunications company.
• Utilized machine learning algorithms such as logistic regression and random forest

• Performed data preprocessing and feature engineering to improve model performance

• Collaborated with business stakeholders to understand key drivers of churn

• Achieved 85% accuracy in predicting customer churn
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Q1. Python string is changable or not
Ans. 
Python strings are immutable, meaning they cannot be changed once created.
• Python strings are immutable, so any operation that appears to modify a string actually creates a new string object.

• For example, when you use string concatenation or slicing, a new string is created instead of modifying the original string.

• To modify a string in Python, you would need to create a new string with the desired changes.
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Q2. Sql window function ?
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Q3. Difference between having and where cause
Ans. 
HAVING is used with GROUP BY to filter groups, WHERE is used to filter rows
• HAVING is used with GROUP BY clause to filter the groups based on aggregate functions

• WHERE is used to filter rows based on conditions

• HAVING is applied after the GROUP BY clause, WHERE is applied before

• HAVING can only be used with SELECT statement that contains a GROUP BY clause

• Example: SELECT department, AVG(salary) FROM employees GROUP BY depar...read more
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Q4. Sql union and union all
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Q5. Python using remove duplicate value
Ans. 
Use Python's set() function to remove duplicate values from an array of strings.
• Convert the array to a set to automatically remove duplicates

• Convert the set back to a list if needed
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Q1. Difference between Sum and Sumx
Ans. 
Sum calculates the total of a column, while Sumx calculates the total of an expression evaluated for each row.
• Sum is used to calculate the total of a column in a table.

• Sumx is used to calculate the total of an expression evaluated for each row in a table.

• Sum: SUM('Table'[Column])

• Sumx: SUMX('Table', 'Table'[Column] * 2)
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Q2. How do u make groups and how bins are different from groups
Ans. 
Groups are created by categorizing data based on certain criteria, while bins are specific ranges used to group continuous data.
• Groups are created by categorizing data based on certain criteria, such as age groups or product categories.

• Bins are specific ranges used to group continuous data, such as age ranges or income brackets.

• Groups can be created based on qualitative data, while bins are used for quantitative data.

• E...read more
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Q3. Why do you prefer power bi over tableau
Ans. 
Power BI is preferred over Tableau for its seamless integration with Microsoft products and user-friendly interface.
• Seamless integration with Microsoft products like Excel, SharePoint, and Teams

• User-friendly interface with drag-and-drop functionality for easy data visualization

• Cost-effective solution for organizations already using Microsoft products

• Faster data processing and refreshing capabilities compared to Tableau

• ...read more
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Q4. Tell me about your roles and responsibilities
Ans. 
I have experience in data collection, analysis, and visualization to support decision-making.
• Collecting and cleaning data from various sources

• Analyzing data to identify trends and patterns

• Creating visualizations and reports to communicate findings

• Collaborating with stakeholders to understand business needs

• Using statistical tools and techniques to draw insights

• Presenting findings to non-technical audiences
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1st round was Coading round was there

Q1. Coading round was there
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Q2. Coading round was there in the interview
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Q1. I'm changing my domain because I don't see much scope for growth in my current domain and I want to make advantage of new opportunities for learning, creativity and success. Additional, I believe that the ...read more
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Q2. I understand that being asked to work for an extended number of hours comes with a good reason in the first place, so I'm ok with it.
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Q3. Over the year I have really upskilled my self. I believe based on the market standards for this particular role and my experience and skill set a salary range between 10000- 35000 would be fair and appreci...read more
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Q4. Can you share more about the day to day responsibilities of this role?
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Q5. If I am hired for this role, what would you want me to a achieve in my first two months?
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Q6. No ma'am certainly not. Before coming here, I read the job description thoroughly and I have the right skills and qualification required for the role.
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Q7. I believe a change in work environment with stimulate my creativity and drive for success.
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Coding 2 questions java

Q1. Lot of questions based on resume Oops questions 2 basic coding
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Q1. Basic questions
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Q1. Sql questions checking ur knowledge
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Q2. Self join questions about sql
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Q1. Tell me about your self
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Q2. If experienced, then Tell me about your previous job role and responsibilities of previous job role.
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Q3. Tell me about your resume.
Ans. 
My resume showcases my experience in data analysis, including proficiency in SQL, Python, and data visualization tools.
• Proficient in SQL for data querying and manipulation

• Skilled in Python for data analysis and automation

• Experience with data visualization tools like Tableau and Power BI

• Strong analytical and problem-solving skills

• Previous projects include analyzing sales data to identify trends and patterns
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Q4. Tell me about your memorable Moment of life.
Ans. 
My memorable moment was when I graduated from college.
• Graduating from college after years of hard work

• Celebrating with family and friends

• Feeling a sense of accomplishment and pride
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