SQL question - Table1 year| month| order_id| seller_id| book| quantity| prices 2008|June| 1|888|HP| 2| 2000 2008|June| 1|888|LoTR| 1| 1000 2009|July| 2|999|HP| 1| 1000 Q1. find avg quantity of books solder for every order_id every year? Q2. find max units of books sold for every order_id
Human Intelligence Interview Questions
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You have been asked to send an e-mail campaign to customers that have made a purchase on Amazon.com in the past but not recently. Tell me how you would go about the process. Now tell me the structure of the query you would use.
From SQL: 1. If there are 2 tables with m and n rows respectively, then what will be the minimum and maximum number of rows in all the joins. 2. Get the 3rd highest employee salary from employee salary table. 3. Given a product table, the new record gets appended in table with the new timestamp for the product ID. Find out the latest row for that particular product with or without analytical functions. 4. Given there are 2 tables of employee details and employee project details, which all employee are not yet assigned a project. For python: 1. Given a product data frame, the new record gets appended in table with the new timestamp for the product ID. Find out the latest data frame for that particular product with pandas.
salary(department_id,employee_id,salary) List all employees with salary greater than the everage department salary and also greather than $50K
Was asked to write queries for two problems - Q. Table: Customer_orders customer_id order_id order_day 123 27424624 25Dec2011 123 89690900 25Dec2010 797 12131323 25Dec2010 876 67145419 15Dec2011 Write SQL for customers who placed orders on both the days, 25th Dec 2010 and 25th Dec 2011? Customer_id order_id order_datetime 1234 4141-4814 25/12/2010:06:15:00 1234 4141-4815 25/12/2010:06:20:00 1234 4141-4816 25/12/2010:06:41:00 1234 4141-4817 25/12/2010:06:50:00 8153 2525-1414 26/12/2010:07:13:00 8153 2525-1415 26/12/2010:13:10:10 Let's say I can combine two orders that are placed by the same customer within 20 mins of each other, what % of orders can be combined.
No questions at all were asked about business intelligence analyst or data analytics The only question asked was -How much do i rate myself on SQL on the scale of 1 to 10
Question 1 : An ad campaign has generated 1 million ad impressions and 6000 clicks.What is the CTR (ClickThrough Rate)? (in percentage) Question 2 : An ad campaign has generated 5000 clicks and 100 transactions. What is the conversion rate (in percentage)? Question 3 : With a budget of $5000 and a CPC (Cost per click) = $0.4, how many clicks an advertiser can buy (integer without unit)? Question 4 : An ad campaign has a CTR = 0.6% and a CPC = $0.4.What is the equivalent CPM (in dollar)? Question 5 : An ad campaign has a CPC = $0.5, a conversion rate = 3% and an average transaction value of $260.What is the Cost of Sales of the campaign (cost of the ad campaign divided by the revenues generated, in percentage)? Question 6 : With a margin on revenues of 13%, an average transaction value of $290 and a conversion rate = 0.7%, what is the maximum CPC an advertiser can afford without losing money (in dollar)? Question 7 : During his browsing, a user is randomly exposed to two ad banners A & B. Those two banners are equally likely to be shown. One and only one banner is shown per page. After two pages of browsing, what’s the probability that the user was shown only banners A (in percentage)? Question 8 : A/B Testing campaign: Measuring the impact of Criteo retargeting ads compared to a control group. Number of transactions on client site : • Group A exposed to Criteo banners 600,000 • Group B Control group not exposed 50,000a. a. Is it a problem to have a control group smaller than the CompanyA group? No - what you want to know is if the transaction rate for the experiment group is significantly greater than that of the control group. As long as the results are statistically significant, the uneven sample size between groups should not be a problem. b. What incremental revenues per user CompanyA has generated for the client advertiser (in dollar, rounded to the cent)? For this question you need to first calculate the revenue per user for both groups and then take the difference between them to arrive at the incremental revenue per user. c. What total incremental revenues CompanyA has generated for the client advertiser? Total incremental revenue is simply the incremental revenue per user multiplied by the number of users exposed to Company A's retargeting. d. With $200.000 revenues following clicks on banners for group A (post click), what is the related post view (view through) effect in revenues generated by CompanyA campaign?
Provide suggestions of where marketing spend can be cut
What would you do if one of our client receives a death threat?
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