Close up to a person driving and using navigation app - Google Maps. Clarifying Questions: • When did the drop in daily active users occur? • Was the drop in usage consistent across all regions and demographics? • What was the average time spent on the app before and after the drop in usage? Pro

Let's break down the situation and address it step by step: 1. Clarifying Questions: • Which specific key metric has dropped by 80%? Is it the number of subscribers, streaming hours, engagement rate, user retention, or something else? • When did this drop occur? Is it a sudden drop or a gradual d

Google search words in the search engine google.com in the browser window. 1) Clarifying Questions: • What time period are we observing these changes over? Is it a recent trend or a gradual change? • Are there any specific countries or regions where the increase in searches per day per user is mor

Amazon checkout menu on smartphone screen close up view. 1) Clarifying Questions: • When did the drop in checkout conversion funnel occur? Was it a sudden change or a gradual decline? • Has there been any recent significant changes or updates to the checkout process or website? • Have there been

Here's how you could approach analyzing the increase in order cancellations as a data scientist at Uber Eats: 1. Clarifying Questions: • What is the timeframe over which the 15% increase in order cancellations occurred? • Is this increase consistent across all markets or specific to certain regio

Stripe logo on phone screen. As a data scientist at Stripe, if I notice a 10% drop in the checkout page conversion rate, I would take the following steps: 1) Clarifying Questions: • Is the drop in conversion rate consistent across all types of transactions (e.g., one-time payments, subscriptions)?

AirBnB app. 1) Clarifying Questions: • Is the 10% decrease in total bookings consistent across all regions and property types, or is it concentrated in specific areas? • Have there been any recent changes or updates to the Airbnb platform that could have impacted bookings? • Are there any externa

Facebook notifications of friend request. Let's break down the analysis of the situation step by step: Clarifying Questions: • Is the 15% decrease in Friends accept rate consistent across all user segments or are there specific groups affected more than others? • Were there any significant change

Clarifying Questions: • Is the increase in post rate consistent across all user segments, or is it specific to certain demographics or user behaviors? • Have there been any recent changes to the platform's features, algorithms, or user engagement initiatives that could have contributed to this inc

Top streaming service providers logos including Netflix, Amazon Prime, and more. 1. Clarifying Questions: • What is the metric that has dropped by 80%? • When did the drop happen? Was it sudden or gradual? • Is the drop affecting all users or just a specific segment? • Are there any recent chang

Screen interface of Facebook social media application. 1) Clarifying Questions: • Has this decline in engagement been consistent across all types of content (e.g. posts, videos, links, etc.)? • Is this decline in engagement consistent across all demographics (e.g. age, gender, location, etc.)? •

#Spotify

Slack iPhone app in the Apple App Store for download. As a data scientist at Slack, if I get to know that Slack usage dropped by 10%, I would take the following steps: 1. Clarifying Questions: - What is the timeframe in which the 10% drop occurred? - Has the drop in usage affected specific us

Spotify icon and application in Google Play Store. 1) Clarifying Questions: • What is the timeframe for the 25% increase in installations? (Weekly, monthly, quarterly, etc.) • Is the increase in installations across all regions or specific countries/markets? • Have there been any recent product u

Cyclist carrying packages to woman - home delivery of food with bike. 1) Clarifying Questions: • Are there any known technical issues or outages that might have affected the platform's performance? • Did any marketing campaigns or promotions run recently that could have impacted order volumes? •

LinkedIn Signup Page. If I were a Data Scientist at LinkedIn and observed a significant increase in signups, I would conduct a comprehensive analysis to understand the underlying factors and formulate actionable insights. Here's a structured approach: 1. Clarifying Questions: • What specific regio

Mark Zuckerberg Facebook page showing Likes and Comments. Let's break down the analysis and recommendations for this situation step by step: 1) Clarifying Questions: • Is this change consistent across all user segments or specific to certain demographics? • Did the overall user engagement (likes

1) Few clarifying questions: • What specific search query or keywords led to the increased clicks on the FB Event search result? • Were there any recent changes or updates to the FB Event search result layout or ranking algorithm? • Did any marketing campaigns or promotions run during this period

Here's how I would approach the situation as a data scientist at Facebook: 1. Clarifying Questions: • What is the timeframe over which DAUs have decreased? • Have there been any recent changes or updates to the Newsfeed feature? • Are there any specific user segments that are more affected than

Facebook Like. Clarifying Questions: • Is the drop in likes consistent across all types of content (e.g. posts, photos, videos)? • Are there any changes in user behavior or trends that could be contributing to the drop in likes? • Are there any changes in the algorithm that could be affecting the