Vocabulary Words Every Data Storyteller Should Know

Data

Definition: Information collected for analysis.

• The data shows an increase in sales.
• We need to analyze the data carefully.
• His research includes a lot of data.

Data in a sentence

Story

Definition: A description of events, real or imaginary.

• She told me a funny story.
• I read a story before bed.
• The teacher shared a story with the class.

Story in a sentence

Chart

Definition: A visual representation of data or information.

• We used a chart to show our progress.
• The chart displays the results of the survey.
• Can you read this chart for me?

Chart in a sentence

Graph

Definition: A visual representation of data, often using lines or bars.

• The graph shows how temperatures change throughout the year.
• He created a graph to display his survey results.
• Understanding the graph helps us see the trends.

Graph in a sentence

Number

Definition: A mathematical value used for counting or measuring.

• My favorite number is seven.
• There are many numbers in a phone book.
• We use numbers in everyday life, like for telling the time.

Number in a sentence

Fact

Definition: a statement that can be proven true

• It is a fact that the Earth revolves around the sun.
• She shared a fact about animals during the presentation.
• Understanding facts is important for learning.

Fact in a sentence

Show

Definition: to present or display something

• She will show her artwork at the gallery.
• He wanted to show his friends the new game.
• The teacher will show a video during class.

Show in a sentence

Tell

Definition: to communicate information to someone

• Please tell me your name.
• He wanted to tell her about the surprise.
• She can tell a great story.

Tell in a sentence

Mean

Definition: To have a particular significance or to be unkind.

• What does this word mean in English?
• Don't mean to hurt someone's feelings.
• He didn't mean to be rude; he was just tired.

Mean in a sentence

More

Definition: A greater quantity or degree; additional.

• Can I have more water, please?
• She wants to learn more about science.
• They need more time to finish the project.

More in a sentence

Less

Definition: A smaller amount or degree; opposite of more.

• She wanted less sugar in her tea.
• He had less time to finish his homework today.
• Understanding less can help in making choices.

Less in a sentence

Same

Definition: Not different, alike.

• We have the same shoes.
• They are in the same class.
• She gave the same answer.

Same in a sentence

Part

Definition: A piece or segment of something larger.

• She took part in the school play.
• Each part of the machine has a specific function.
• Understanding how parts work together is key to understanding systems.

Part in a sentence

Whole

Definition: complete or entire

• He ate the whole pizza by himself.
• She read the whole book in one day.
• The whole family came to the event.

Whole in a sentence

Group

Definition: A number of people or things that are located, gathered, or classed together.

• We worked in a group for the science project.
• A group of students went on a field trip.
• The group will meet every Wednesday to discuss their plans.

Group in a sentence

Find

Definition: To discover or locate something that was lost or hidden.

• I need to find my keys before leaving the house.
• She hopes to find a good book to read.
• Understanding how to find things can improve organization.

Find in a sentence

Look

Definition: To direct one's gaze toward something.

• Please look at the board.
• He likes to look at the stars at night.
• She will look for her lost toy.

Look in a sentence

Use

Definition: To employ something for a purpose.

• I use a pencil to write.
• They will use the computer for research.
• She knows how to use the new software.

Use in a sentence

Make

Definition: To create or produce something.

• I will make a cake for the party.
• She wants to make a drawing for her friend.
• He likes to make music in his spare time.

Make in a sentence

Help

Definition: To assist someone with something.

• Can you help me with my homework?
• She helped her mother in the kitchen.
• He always helps his friends.

Help in a sentence

Trend

Definition: A general direction in which something is developing or changing.

• The trend in fashion changes every year.
• He noticed a trend of more people using bicycles.
• Social media is a growing trend among teens.

Trend in a sentence

Analysis

Definition: The detailed examination of something to understand it better.

• He did an analysis of the data for his project.
• Her analysis showed interesting results.
• They worked together on the analysis of the report.

Analysis in a sentence

Report

Definition: A spoken or written account of something.

• I need to write a report about my science project.
• The news report covered the recent event.
• He will report the findings to the class.

Report in a sentence

Information

Definition: Facts or details about a subject.

• I need more information about the project.
• The teacher provides information on how to study.
• You can find information online for your research.

Information in a sentence

Sample

Definition: A small part or example of something used to show the quality or characteristics.

• They took a sample of the water for testing.
• I received a sample of the new product.
• She provided a sample of her work for review.

Sample in a sentence

Result

Definition: The outcome or effect of something.

• The result of the test was better than expected.
• She was happy with the result of her hard work.
• The result of the experiment showed a clear answer.

Result in a sentence

Compare

Definition: to examine the similarities and differences

• Let's compare our test scores to see who did better.
• She likes to compare different types of fruits.
• You can compare the prices before buying.

Compare in a sentence

Visualize

Definition: To form a mental image of something.

• She can visualize her goals clearly.
• He likes to visualize his plans before starting.
• The teacher asked them to visualize the story as they read.

Visualize in a sentence

Audience

Definition: A group of people who listen to or watch something.

• The audience clapped after the performance.
• There were many people in the audience at the concert.
• The speaker engaged the audience with interesting stories.

Audience in a sentence

Question

Definition: A sentence or phrase used to ask for information.

• She raised her hand to ask a question.
• The teacher answered my question.
• He had a question about the homework assignment.

Question in a sentence

Answer

Definition: A response to a question or problem.

• Please provide an answer to the math question.
• She raised her hand to give the answer in class.
• Understanding how to answer questions is essential for learning.

Answer in a sentence

Pattern

Definition: A repeated decorative design or a regular sequence of events.

• The fabric has a beautiful floral pattern on it.
• We noticed a pattern in the way he solved the problems.
• Understanding patterns can help with predicting outcomes.

Pattern in a sentence

Insight

Definition: the ability to understand something deeply

• He gained insight into human behavior.
• Her insight helped solve the problem.
• They discussed the insight gained from the research.

Insight in a sentence

Summary

Definition: A brief statement that gives the main points of something.

• He wrote a summary of the chapter for homework.
• The summary helped her understand the story better.
• She gave a quick summary of the meeting.

Summary in a sentence

Narrative

Definition: a story or account of events

• The narrative of the book was captivating.
• She wrote a narrative about her summer vacation.
• The narrative included many interesting characters.

Narrative in a sentence

Statistic

Definition: A numerical fact or piece of data.

• The statistic shows the number of students in school.
• She looked at the statistic to understand trends.
• Statistics can help us make informed decisions.

Statistic in a sentence

Variable

Definition: Something that can change or vary; not constant.

• The weather is a variable that affects our plans.
• In math, a variable represents an unknown number.
• There are many variables to consider in the experiment.

Variable in a sentence

Correlation

Definition: A mutual relationship or connection between two or more things.

• There is a correlation between study habits and grades.
• She examined the correlation between exercise and health.
• Understanding correlation is vital in research.

Correlation in a sentence

Survey

Definition: A method of collecting information from people.

• We conducted a survey to gather opinions.
• The survey results will help us improve.
• Many people participated in the survey last week.

Survey in a sentence

Interpretation

Definition: the act of explaining or understanding something

• His interpretation of the poem was interesting.
• She gave a clear interpretation of the rules.
• The interpretation of the data helped us understand better.

Interpretation in a sentence

Conclusion

Definition: The final part of something; a decision or opinion formed after consideration.

• His conclusion was based on the evidence presented.
• She reached a conclusion after analyzing the data.
• Understanding conclusions is important for critical thinking.

Conclusion in a sentence

Evidence

Definition: the information that helps prove something

• The detective found evidence at the scene.
• She presented evidence to support her argument.
• The evidence showed that he was telling the truth.

Evidence in a sentence

Research

Definition: A careful study to learn more about something.

• We need to do research for our project.
• Her research on animals was fascinating.
• He enjoys research in science.

Research in a sentence

Hypothesis

Definition: A proposed explanation for a phenomenon, often based on limited evidence.

• The scientist tested her hypothesis about plant growth.
• We formed a hypothesis before starting our experiment.
• His hypothesis was proven correct after the tests.

Hypothesis in a sentence

Communicate

Definition: To share or exchange information, ideas, or feelings.

• We use language to communicate with others.
• She likes to communicate through text messages.
• It's important to communicate clearly.

Communicate in a sentence

Visualization

Definition: The act of creating images or diagrams in the mind or on paper to understand information better.

• Visualization helps in understanding complex concepts.
• She used visualization techniques to prepare for her presentation.
• The teacher encouraged students to use visualization for math problems.

Visualization in a sentence

Context

Definition: the circumstances or background surrounding an event or idea

• Understanding context helps clarify meaning.
• She considered the context of the story in her analysis.
• He provided context for his argument during the debate.

Context in a sentence

Methodology

Definition: A system of methods used in a particular area of study or activity.

• The researcher explained her methodology in the report.
• He learned different methodologies in his science class.
• Understanding methodology is important for conducting research.

Methodology in a sentence

Framework

Definition: A basic structure that supports something.

• The framework of the building is strong.
• We created a framework for our research project.
• Understanding the framework helps in problem-solving.

Framework in a sentence

Strategy

Definition: A plan of action designed to achieve a goal.

• We need a strategy to complete the project on time.
• The team developed a new strategy for winning.
• Her strategy for studying includes flashcards.

Strategy in a sentence

Impact

Definition: The strong effect or influence something has.

• The impact of the storm was severe.
• They discussed the impact of climate change.
• Her speech made a big impact on the audience.

Impact in a sentence

Communication

Definition: The process of sharing information between people.

• Good communication is key to teamwork.
• We use different methods of communication, like texting.
• Effective communication helps prevent misunderstandings.

Communication in a sentence

Storytelling

Definition: The art of telling stories, often used in literature and oral traditions.

• Storytelling plays a key role in cultural traditions.
• She enjoys storytelling during her class.
• They learned about the elements of effective storytelling.

Storytelling in a sentence

Relevance

Definition: The quality of being closely connected or appropriate.

• The relevance of her research was clear to all.
• He discussed the relevance of history in today's world.
• Understanding the relevance of a topic enhances learning.

Relevance in a sentence

Representation

Definition: The action of speaking or acting on behalf of someone; a portrayal of something.

• The representation of diverse characters is important in media.
• He was chosen for representation at the conference.
• Her artwork is a representation of her culture.

Representation in a sentence

Infographics

Definition: visual representations of information or data

• Infographics make complex information easier to understand.
• She created an infographic to present her research.
• Understanding infographics enhances information sharing.

Dashboard

Definition: A panel containing controls and displays for a vehicle or system.

• The car's dashboard shows the speed.
• He checked the dashboard for warnings.
• The dashboard has many important indicators.

Dashboard in a sentence

Exploration

Definition: The action of traveling through an unfamiliar area to learn about it.

• Exploration of the ocean reveals many wonders.
• Space exploration has led to many discoveries.
• They planned an exploration of the nearby forest.

Exploration in a sentence

Synthesis

Definition: The combination of different ideas or elements to form a new whole.

• Synthesis of information is important in writing essays.
• The synthesis of various sources improved her research.
• He focused on the synthesis of art and science in his project.

Synthesis in a sentence

Findings

Definition: Results or conclusions of research or studies.

• The findings of the study were surprising.
• Her findings helped improve the experiment.
• We discussed the findings during the meeting.

Findings in a sentence

Dataset

Definition: A collection of related data, often used for analysis.

• The dataset included information from various sources.
• He analyzed the dataset for trends.
• A clean dataset is essential for accurate results.

Dataset in a sentence

Inference

Definition: A conclusion reached based on evidence and reasoning rather than explicit statements.

• He made an inference about the character's feelings from the text.
• Inferences help us understand what is not directly stated.
• Understanding inference improves critical thinking skills.

Inference in a sentence

Anomaly

Definition: A deviation from the common rule or form.

• The weather pattern showed an anomaly this season.
• Finding an anomaly in the results raised questions.
• The anomaly was later explained through further research.

Anomaly in a sentence

Paradigm

Definition: A typical example or pattern of something; a model or framework.

• The scientific paradigm shifted with new discoveries.
• He followed the traditional paradigm for solving the problem.
• In school, we learned about different paradigms in science.

Paradigm in a sentence

Qualitative

Definition: Related to descriptions or characteristics rather than numbers.

• Qualitative research focuses on opinions and experiences.
• She conducted a qualitative study on student behavior.
• Qualitative data can provide deep insights.

Qualitative in a sentence

Quantitative

Definition: Related to measuring or counting; involves numbers.

• Quantitative data is important for statistical analysis.
• She conducted a quantitative study on student performance.
• Quantitative research helps to gather measurable results.

Quantitative in a sentence

Bias

Definition: A preference or inclination, often unfair; prejudice.

• The article showed a bias against the topic.
• We must recognize our own biases.
• His bias affected the way he viewed the situation.

Bias in a sentence

Engagement

Definition: An agreement to get married; involvement in an activity.

• Their engagement was announced last week.
• She has a strong engagement in her studies.
• The engagement party was a lot of fun.

Engagement in a sentence

Clarity

Definition: The quality of being easily understood or expressed.

• Clarity in writing helps convey ideas effectively.
• She strives for clarity in her explanations.
• Understanding clarity improves communication skills.

Clarity in a sentence

Coherence

Definition: The quality of being logical and consistent; clarity in writing.

• Her essay had great coherence and flow.
• Coherence is important for effective communication.
• Understanding coherence improves writing skills.

Coherence in a sentence

Precision

Definition: the quality of being exact and accurate

• The engineer worked with precision on the project.
• She measured the ingredients with precision.
• Precision is important in scientific experiments.

Precision in a sentence

Validation

Definition: the act of confirming or supporting something

• Validation of the results is crucial for the research.
• She received validation from her peers for her project.
• The process requires validation to ensure accuracy.

Validation in a sentence

Analytics

Definition: The systematic analysis of data to gain insights and inform decisions.

• Analytics can help businesses understand customer behavior.
• She used analytics to improve the marketing strategy.
• Effective analytics can drive growth and innovation.

Analytics in a sentence

Stratification

Definition: the arrangement of something into different layers or levels

• Stratification in society can affect opportunities.
• Geologists study stratification in rock formations.
• The stratification of students helps tailor lessons.

Stratification in a sentence

Aggregation

Definition: The process of gathering items into a whole.

• Aggregation of data is important for research.
• The aggregation of different opinions led to new ideas.
• She studied the aggregation of materials in nature.

Aggregation in a sentence

Dissemination

Definition: The act of spreading information or knowledge to a wider audience.

• The dissemination of research findings is important for progress.
• She focused on the dissemination of educational resources.
• Understanding dissemination aids in communication strategies.

Dissemination in a sentence

Semantics

Definition: The study of meaning in language; the relationship between words and what they represent.

• Semantics helps us understand how language works.
• She studied semantics in her linguistics class.
• The semantics of a word can change over time.

Semantics in a sentence

Contextualization

Definition: The process of placing something within its context for better understanding.

• Contextualization helps clarify the meaning of events.
• He used contextualization to explain the historical background.
• Learning contextualization enhances comprehension of texts.

Metrics

Definition: Standards of measurement used to assess performance or progress.

• The teacher uses metrics to evaluate student success.
• He studied the metrics of the marketing campaign.
• Understanding metrics helps improve strategies.

Metrics in a sentence

Segmentation

Definition: The process of dividing something into parts or sections.

• Market segmentation helps businesses target their audience.
• They used segmentation to analyze customer preferences.
• Segmentation is important in data analysis.

Segmentation in a sentence

Triangulation

Definition: The process of determining the location of a point by forming triangles to it from known points.

• Surveyors use triangulation to measure distances.
• He learned about triangulation in geography class.
• Understanding triangulation is important in map-making.

Triangulation in a sentence

Causation

Definition: The relationship between cause and effect; how one event leads to another.

• Causation is important for understanding scientific experiments.
• He studied causation in social behavior.
• Understanding causation helps identify solutions to problems.

Causation in a sentence