Quick Answer
The answer is a choropleth map. This is the correct visualization type because a choropleth map uses predefined geographic boundaries—such as countries, states, or cities—and shades or colors those regions based on a numeric value like sales amounts. When you have a lookup table containing city names with their latitude/longitude coordinates, Splunk can geocode those locations and use the `geostats` command to aggregate and plot the sales data directly onto the map, filling each region with a color intensity proportional to the sales figure. On the Splunk Core Certified Power User SPLK-1003 exam, this question tests your understanding of how to pair geographic lookups with the appropriate map visualization; a common trap is confusing a choropleth map with a marker or cluster map, which plot individual points rather than shaded areas. Remember the memory tip: “Choropleth shades the shape, markers mark the spot”—if your data has lat/lon for cities and you need to show sales by region, think of filling in the map like a coloring book, not dropping pins.
This SPLK-1003 practice question tests your understanding of advanced visualization and lookups. Read the scenario carefully and evaluate each option against the stated constraints before committing to an answer. After answering, compare your reasoning against the explanation and wrong-answer breakdown below. Once you have made your selection, read the full explanation to reinforce the concept and understand why each distractor is designed to mislead on exam day.
A team wants to visualize sales data on a map. They have a lookup table containing city names and their latitude/longitude coordinates. Which visualization type should they use in Splunk to plot the sales amounts on a map?
Single value
Why wrong: Single value shows one number.
Gauge
Why wrong: Gauge shows a single metric on a dial.
Choropleth map
Choropleth maps color regions based on values.
Scatter plot
Why wrong: Scatter plots use x-y coordinates, not maps.
Answer choices
Answer the question above first, then reveal the full breakdown to understand why each option is right or wrong.
Correct answer & explanation
Choropleth map
C is correct because a choropleth map uses geographic boundaries (e.g., countries, states, or cities) and shades or colors them based on a numeric value, such as sales amounts. With a lookup table providing latitude/longitude coordinates, Splunk can geocode the city names and overlay the sales data on a map using the `geostats` command, which is designed for choropleth visualizations.
Key principle: Answer the scenario, not the keyword: identify the specific constraint before choosing the most familiar-sounding option.
Answer analysis
For each option: why learners choose it and why it is or isn't the right answer here.
Single value
Why it's wrong here
Single value shows one number.
Gauge
Why it's wrong here
Gauge shows a single metric on a dial.
Choropleth map
Why this is correct
Choropleth maps color regions based on values.
Related concept
Read the scenario before looking for a memorised answer.
Scatter plot
Why it's wrong here
Scatter plots use x-y coordinates, not maps.
Common exam traps
The trap here is that candidates often confuse a scatter plot (which can plot lat/lon as x/y coordinates) with a choropleth map, but Splunk's scatter plot does not support geographic boundary shading or the `geostats` command required for map-based aggregation.
Trap categories for this question
Command / output trap
Single value shows one number.
Detailed technical explanation
Under the hood, Splunk's `geostats` command aggregates data by geographic features (e.g., city, state) and generates a `featureId` field that maps to a built-in or custom GeoJSON file. The lookup table with lat/lon coordinates is used to geocode the city names, but the choropleth map itself relies on polygon boundaries (e.g., from the `geospatial` command or a KMZ file) to shade areas, not just point coordinates. A real-world scenario: if the lookup only provides point coordinates (lat/lon) without polygon boundaries, you might need to use a `geom` command with a custom GeoJSON to create the choropleth, or switch to a cluster map for point-based visualization.
Key takeaway
Answer the scenario, not the keyword: identify the specific constraint before choosing the most familiar-sounding option.
Real-world example
A small business has 20 workstations on the 192.168.1.0/24 network and one public IP from its ISP. The router uses PAT (NAT overload) so all 20 devices share one public address using different source ports. NAT questions test whether you understand the four address terms and which direction each translation applies.
What to study next
Identify which exam domain this question belongs to, review the core concept, then practise similar questions from the same domain.
Advanced Visualization and Lookups — study guide chapter
Learn the concepts, then practise the questions
Advanced Visualization and Lookups practice questions
Targeted practice on this topic area only
All SPLK-1003 questions
500 questions across all exam domains
Splunk Core Certified Power User SPLK-1003 study guide
Full concept coverage aligned to exam objectives
SPLK-1003 practice test guide
How to use practice tests most effectively before exam day
Related practice questions
Use these pages to review the topic behind this question. This is how one missed question becomes focused revision.
Practise SPLK-1003 questions linked to Advanced Searching and Statistics.
Practise SPLK-1003 questions linked to Macros, Saved Searches and CIM.
Practise SPLK-1003 questions linked to Advanced Visualization and Lookups.
Practise SPLK-1003 questions linked to Transactions and Event Correlation.
Practise SPLK-1003 questions linked to SPLK-1003 fundamentals.
Practise SPLK-1003 questions linked to SPLK-1003 scenario.
Practise SPLK-1003 questions linked to SPLK-1003 troubleshooting.
Practice this exam
Short sessions build daily habit. Longer sessions build exam-day stamina. Try a timed session to simulate real conditions.
FAQ
Advanced Visualization and Lookups — This question tests Advanced Visualization and Lookups — Read the scenario before looking for a memorised answer..
The correct answer is: Choropleth map — C is correct because a choropleth map uses geographic boundaries (e.g., countries, states, or cities) and shades or colors them based on a numeric value, such as sales amounts. With a lookup table providing latitude/longitude coordinates, Splunk can geocode the city names and overlay the sales data on a map using the `geostats` command, which is designed for choropleth visualizations.
Identify which exam domain this question belongs to, review the core concept, then practise similar questions from the same domain.
Read the scenario before looking for a memorised answer.
About these practice questions
Courseiva creates original exam-style practice questions with explanations and wrong-answer analysis. It does not publish real exam questions, exam dumps, or protected exam content. Learn why practice questions differ from exam dumps →
Last reviewed: Jun 11, 2026
This SPLK-1003 practice question is part of Courseiva's free Splunk certification practice question bank. Courseiva provides original exam-style practice questions with explanations, topic-based practice, mock exams, readiness tracking, and study analytics to help learners prepare for the SPLK-1003 exam.
Question Discussion
Share a tip, memory trick, or ask about the reasoning behind this question. Do not post real exam questions, leaked content, braindumps, or copyrighted exam material. Comments are moderated and may be removed without notice.
Sign in to join the discussion.