Data Analysis Terminology

noun a record or statement of financial transactions

verb to explain or justify something

preposition used to indicate the cause or reason for something

• In order to complete the financial report, we need to account for all expenses incurred during the project.
• Make sure you account for all the snacks you ate from the pantry.
• I didn't account for how much money I would spend on concert tickets.
• The scientist needed to account for the variable factors in the experiment to ensure accurate results.

noun the formation of a number of things into a cluster

• The aggregation of data from multiple sources allows for a comprehensive analysis.
• The aggregation of all our notes will make studying for the exam easier.
• I'm not a fan of aggregation, it's too much work to gather everything together.
• The aggregation of memories in her mind created a vivid recollection of the past.

noun a quantity of something, especially the total of a thing or things

verb to add up to; to reach a total; to be equivalent to

• The total expenses amount to $10,000.
• The bill adds up to $10,000.
• The cost comes to $10,000.
• His efforts will ultimately amount to nothing.

noun a detailed examination of the elements or structure of something, typically as a basis for discussion or interpretation

• The data analysis revealed interesting trends in consumer behavior.
• I did a quick analysis of the situation and it doesn't look good.
• I ran some numbers and did an analysis - turns out we're in trouble.
• Her analysis of the novel's themes shed light on the author's intentions.

adjective relating to or using analysis or logical reasoning

• The analytic approach to problem-solving involves breaking down complex issues into smaller components for thorough examination.
• She has a very analytic mind and always looks at situations from multiple angles before making a decision.
• I'm pretty analytic when it comes to choosing which movies to watch - I always read reviews and check ratings before picking one.
• His analytic skills are like a sharp knife, cutting through the clutter to reveal the core of the issue.

adjective skilled in or characterized by careful analysis or reasoning

• The analytical report provided a detailed analysis of the company's financial performance.
• She has a very analytical mind and always looks at things from a logical perspective.
• I can't believe how analytical he is when it comes to solving problems.
• Her analytical approach to relationships helps her understand people better.

verb to examine methodically and in detail the constitution or structure of something, typically for purposes of explanation and interpretation

• It is important to thoroughly analyze the data before drawing any conclusions.
• I need to analyze this situation before making a decision.
• Let's break it down and analyze what's really going on.
• Sometimes we need to analyze our own thoughts and feelings to understand ourselves better.

verb A verb is a word that expresses an action or a state of being. In this case, 'analyzing' is a verb that denotes the action of examining something in detail.

• Analyzing the data collected from the experiment is crucial for drawing accurate conclusions.
• I'm just analyzing all the info before making a decision.
• I'm crunching the numbers and analyzing everything before I decide.
• She spent hours analyzing his every move, trying to figure out his true intentions.

noun the act of catching or seizing something

verb to take into one's possession or control by force

• The photographer was able to capture the beauty of the landscape in his photographs.
• I tried to capture the perfect sunset on my phone, but it just didn't do it justice.
• I'm going to try and capture some cool shots for my Insta today.
• The artist's painting was able to capture the essence of love and loss in a single image.

verb to come together to form one mass or whole

• The two companies decided to coalesce and form a new partnership.
• The groups of friends coalesced at the park for a picnic.
• The party was lit when all the different friend groups coalesced.
• The artist's ideas began to coalesce into a masterpiece.

noun a consideration or estimate of the similarities or dissimilarities between two things or people

adjective relating to the act of comparing or the process of being compared

• The report includes a detailed comparison of the two financial quarters.
• I made a quick comparison between the two laptops before making a decision.
• I did a side-by-side comparison of the two phones to see which one is better.
• In the grand comparison of life, material possessions hold little value.

adjective able to be understood or grasped easily

• The professor's explanation was so thorough that even the most complex theories became comprehensible.
• I need someone to break it down for me in a way that's easy to understand, something comprehensible.
• The new math teacher's way of explaining things is actually pretty dope, everything seems so comprehensible now.
• As the fog lifted, the path ahead became more comprehensible, leading us towards our destination.

noun a slang term for 'the'

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• The DA is responsible for overseeing the financial accounts of the company.
• I heard the DA is cracking down on tax evasion in our city.
• The DA is always trying to bust people for petty crimes.
• The DA of the group is the one who always keeps everyone in line.

noun a social or romantic appointment or engagement

• The scheduled date for the meeting is next Monday.
• Hey, do you want to go on a date this weekend?
• I've got a hot date tonight with my crush.
• The date of the event is fast approaching, so we need to prepare.

noun a single piece of information, especially in a statistical or digital context

• The researcher collected a large amount of data, with each datum carefully recorded and analyzed.
• I found some interesting data points in the report, each datum telling a different story.
• Check out this cool data I found online, each datum is like a piece of the puzzle.
• Each person's life story is like a datum in the grand scheme of history.

verb to depart from an established course or norm

adjective showing a departure from an established course or norm

• The research findings were consistent across all participants, with no deviating results.
• Everyone was following the plan except for John, who kept deviating from the instructions.
• I can't believe she's still deviating from the group's decision, she's so stubborn.
• His mind was constantly deviating from the task at hand, making it hard for him to focus.

noun a discrepancy or difference

adjective showing a discrepancy; inconsistent or differing

• The data from the two sources showed discrepant results, indicating a potential error in one of the datasets.
• The numbers don't match up between the two reports, there seems to be something discrepant going on.
• There's something fishy about the discrepant numbers, they just don't add up.
• Her actions and words were discrepant, like two puzzle pieces that don't fit together.

verb to estimate or conclude something by extending or projecting known information

• The researchers extrapolated the data to predict future trends.
• I extrapolated from the information given that the project will be completed on time.
• I totally extrapolated that she was into him based on how she was acting.
• He extrapolated the story of his childhood to illustrate a larger point about resilience.

noun a particular aspect or feature of something

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• One facet of the research study focused on the economic implications of climate change.
• I only saw one facet of his personality when we went out for coffee.
• She only showed me one facet of her life on social media.
• The diamond sparkled in the light, each facet reflecting a different color.

noun a device or substance that allows certain substances to pass through while blocking others

verb to pass through a filter or to be filtered

• The company implemented a new email filter in order to block spam messages.
• I always filter in my favorite songs when creating a playlist.
• I need to filter in some fun activities for the weekend.
• She tried to filter in some positivity into her life by surrounding herself with uplifting people.

verb Grouped is the past tense form of the verb group, which means to arrange or organize into a group or groups.

• The data was grouped according to specific categories for analysis.
• We grouped all the snacks together for the party.
• Let's group up and tackle this project together.
• In life, challenges are often grouped together, but we must face them one at a time.

noun a lack of accuracy or precision

adjective inaccurate

• The inaccuracy of the data led to incorrect conclusions being drawn.
• There was an inaccuracy in the report that caused some confusion.
• The inaccuracy in the news article was totally off base.
• Her inaccuracy in judging character often led to disappointment.

noun a person or thing that is inconsistent

adjective not staying the same in behavior or quality

• The data showed inconsistent results across all trials.
• Her performance has been really inconsistent lately.
• I can't stand his inconsistent behavior.
• The foundation of their relationship is inconsistent and shaky.

noun data that is entered into a system for processing or storage

• The algorithm requires specific input data to produce accurate results.
• Make sure you give the program the right input data so it doesn't mess up.
• The app won't work properly if you feed it the wrong input data.
• Just like a recipe, the success of the project depends on the quality of the input data.

adjective able to be understood or comprehended; clear and coherent

• His speech was so clear and intelligible that everyone in the audience could understand him.
• I couldn't make out what she was saying, her words were not very intelligible.
• Dude, your mumbling is not intelligible at all, speak up!
• The artist's abstract painting was not easily intelligible to the average viewer.

noun A lump is a compact mass of a substance, especially one without a definite or regular shape.

adverb Together is used to indicate that people or things are with each other or in a group.

• It is not accurate to lump together all the different research findings without considering their individual nuances.
• Don't just lump together all the clothes in one pile, organize them by category.
• Let's not lump together all the music genres, each one has its own unique style.
• It's unfair to lump together all introverts as being shy and quiet, they have different personalities just like extroverts.

adjective A word that describes or gives more information about a noun or pronoun. In this case, 'measurable' describes something that can be measured.

• The success of the project will be measured through measurable key performance indicators.
• I need to set some measurable goals for my fitness journey.
• Let's make sure our progress is trackable and measurable.
• Her impact on the company is not easily measurable in numbers.

noun an anatomical structure that is median

adjective relating to the median nerve or any structure or part that is median

• The median income in that neighborhood is higher than the city average.
• The median age of our group is around 30.
• I heard the median price for those sneakers is through the roof.
• The median represents the middle value in a set of numbers.

noun extreme economy or frugality

• The scientist's theory was based on the principle of parsimony, using the simplest explanation possible.
• She always shops with parsimony, only buying what she absolutely needs.
• I admire his parsimony when it comes to spending money, he's so frugal.
• In writing, parsimony can be achieved by using concise language to convey a powerful message.

noun the act of specifying or detailing something in particular

• The particularization of the data allowed for a more detailed analysis.
• By getting into the nitty-gritty details, we were able to better understand the situation.
• Diving deep into the specifics really helped us figure things out.
• Zooming in on the particularization was like putting together a puzzle to see the bigger picture.

verb to turn on or as if on a pivot; to change direction or course abruptly

• The company is pivoting its business model to focus more on e-commerce.
• We're pivoting our strategy to target a different demographic.
• I heard they're pivoting to a whole new product line.
• Sometimes in life, you have to be open to pivoting your plans when unexpected opportunities arise.

noun a word that functions as the name of a specific object, person, place, or concept

verb a word used to describe an action, state, or occurrence

adverb a word that modifies or describes a verb, adjective, or other adverb

preposition a word that shows the relationship between a noun (or pronoun) and other words in a sentence

• I would like to point out that there are several errors in the report.
• Just wanted to point out that the meeting has been rescheduled.
• I gotta point out that the new restaurant in town is lit!
• She always knows how to point out the silver lining in every situation.

verb to declare or tell in advance; prophesy; foretell

• The weather forecast predicted heavy rain for tomorrow.
• My friend predicted that our team would win the game.
• I never would have predicted that she would end up dating him.
• The fortune teller predicted that I would meet someone special soon.

noun the act of separating and examining carefully

verb to separate and examine carefully

• The archaeologist spent hours meticulously sifting through the dirt for any artifacts.
• I've been sifting through my closet trying to find that old shirt.
• I saw you sifting through her Instagram photos, you creeper.
• She spent the afternoon sifting through her memories of the past.

verb to make or become similar

• In order to make the comparison clearer, we can similarize the two data sets.
• Let's similarize the two options to see which one is better.
• I'm going to similarize these two outfits to see which one looks cooler.
• The artist used metaphors to similarize the beauty of nature to a work of art.

verb to make something conform to a standard or norm

• It is important to standardize the procedures in order to ensure consistency across all departments.
• Let's make sure we standardize our approach so we're all on the same page.
• We need to get everyone on board and standardize our game plan.
• In order to achieve success, we must standardize our mindset and approach to challenges.

adjective describing something that is in the form of a table or organized in rows and columns

• The data was presented in a tabular format for easy comparison.
• I like how the information is laid out in a tabular way.
• Check out this cool tabular presentation of the stats.
• Her mind worked in a tabular fashion, organizing thoughts neatly into rows and columns.

verb to arrange or organize data in a systematic way, usually in the form of a table

• The researcher will tabulate the data collected from the survey.
• Let's tabulate all the expenses for the month and see where our money is going.
• I'll tabulate all the scores from the game and let you know who won.
• It's important to tabulate all the pros and cons before making a decision.

noun the vehicles moving along a road or street

verb to deal or trade in something illegal or improper

• The increase in population has resulted in heavier traffic on the roads.
• I was late to work because of all the traffic this morning.
• I hate sitting in bumper-to-bumper traffic, it's the worst.
• The flow of ideas in the meeting was like traffic on a busy highway, constantly moving and changing.

noun a casting up or upward

verb to cast or throw upward

• The geologist conducted an upcast of the rock formations in order to analyze the layers of sediment.
• I did an upcast of my grades and was pleasantly surprised by the results.
• I decided to upcast my outfit by adding some accessories and a bold lip color.
• She upcast her spirits by surrounding herself with positive people and engaging in activities she enjoyed.

noun a sudden or unexpected improvement or change for the better

• The economic forecast predicts an upturn in the market next quarter.
• Looks like there's an upturn in sales this month.
• Things are finally looking up, we're seeing an upturn in profits.
• After a period of struggle, she felt an upturn in her mood and outlook on life.

verb to break down or separate into component parts or elements

• It is important to disaggregate the data in order to analyze it more effectively.
• Let's break down the data into smaller parts to get a better understanding.
• We gotta split up the info to make sense of it.
• Just like a puzzle, we need to disassemble the data to see the bigger picture.

noun Office for National Statistics (ONS), a UK government department responsible for collecting and publishing statistics related to the economy, population, and society

• The Office for National Statistics (ONS) released the latest economic data.
• Let's check out the ONS website for the most recent population figures.
• I heard ONS is the place to go for all the stats and numbers.
• In the grand scheme of things, ONS provides a snapshot of our society.

noun a made-up word that combines 'quarantine' and 'mates', possibly referring to people who are quarantining together as roommates or friends

• The quarantimates were established to prevent the spread of the virus among the population.
• We've been keeping track of our quarantimates to make sure we're staying safe.
• My group chat is full of memes and jokes about our quarantimates.
• The concept of social distancing has become a part of our daily lives, like our own personal quarantimates.

noun A person who is exceptionally skilled at making accurate predictions about future events

• The superforecaster accurately predicted the outcome of the stock market.
• The superforecaster knew exactly which team would win the game.
• That guy is a total superforecaster when it comes to picking winning lottery numbers.
• She's like a superforecaster when it comes to anticipating trends in the fashion industry.

noun a proper noun referring to a specific entity or location

• Minbeyk is a traditional dish in the region, consisting of slow-cooked lamb and fragrant spices.
• Have you tried Minbeyk before? It's a must-try when visiting that area.
• I'm craving some Minbeyk right now, it's so flavorful and satisfying.
• The aroma of Minbeyk filled the air, bringing back memories of family gatherings and celebrations.

noun a person who is enthusiastic about collecting and analyzing data

• The data hound meticulously analyzed the company's financial reports.
• My friend is a total data hound when it comes to tracking his fitness progress.
• I heard Sarah is a real data hound when it comes to researching the best deals.
• He's like a data hound, always sniffing out information wherever he goes.

noun the tendency to perceive meaningful connections between unrelated things

• Apophenia is the tendency to perceive connections and meaningful patterns between unrelated things.
• Some people have a tendency towards apophenia, always finding meaning in random events.
• Don't be such a apophenia, not everything has a hidden message.
• His apophenia led him to believe that seeing a black cat meant bad luck was imminent.

verb An action word that describes the act of falling into a bucket.

preposition A word that shows the relationship between the noun 'fall' and the object 'bucket'.

• When categorizing expenses, some may fall into the same bucket due to their similar nature.
• I think these two items can just fall into this bucket together, they're basically the same.
• Let's just throw these things into the same bucket, they're all part of the same mess anyway.
• In terms of personality traits, some people may fall into the same bucket of being introverted or extroverted.

noun a process of discovering or revealing something previously unknown or hidden

• The uncovery of new evidence led to a breakthrough in the case.
• We were shocked by the uncovery of the hidden treasure in the backyard.
• The uncovery of his secret stash was a total surprise.
• The uncovery of her true feelings finally brought closure to the situation.

noun a thorough and extensive exploration or investigation

verb to engage in a thorough and extensive exploration or investigation

• The team conducted a thorough deep dive into the financial statements to identify any discrepancies.
• We're going to do a deep dive into the data to see what we can find.
• Let's really dive deep into this topic and see what we uncover.
• Sometimes you have to take a deep dive into your own thoughts to find clarity.

noun a subject of study that involves the use of numbers, quantities, and shapes to solve problems

• The study of math is essential for understanding complex scientific theories.
• I struggle with math homework because I find it challenging.
• I aced my math test, I'm a math genius!
• Life is like a math problem, you need to solve it step by step to reach the answer.

noun a word that represents a person, place, thing, or idea

• The construction project required thousands of bricks to be laid in a precise pattern.
• We need to gather more bricks before we can start building the wall.
• Let's stack up those bricks and get this party started!
• In order to make sense of the data, we need to lay down the foundational bricks of analysis.

noun the process of examining data and trends to uncover insights and make informed business decisions

• The company invested in business analytics software to improve decision-making processes.
• I use business analytics to track sales trends and make better business decisions.
• I'm all about that business analytics life, always crunching numbers and analyzing data.
• Business analytics is like a compass that guides us through the vast sea of business operations.

noun a word that represents a person, place, thing, or idea

• The professor used a piquote from a famous philosopher to begin his lecture.
• I always love when she drops a piquote in our conversations.
• That piquote she shared was fire!
• His words were like a piquote that pierced through my heart.

noun a negative vote or rating given to something, typically on a website or social media platform

• Users have the ability to downvote content that they believe is inappropriate or irrelevant.
• I always downvote those annoying memes on the internet.
• I can't believe they downvoted my post just because they didn't agree with me.
• She felt like life was constantly downvoting her, but she remained resilient.

noun a technology that suggests words or phrases as a user types, based on algorithms and data analysis

• The new smartphone keyboard comes with advanced predictive text technology.
• I love how my phone's predictive text always knows what I'm trying to say.
• My predictive text is on point, it finishes my sentences before I even start typing.
• Using predictive text is like having a mind reader in your phone.

noun A word that represents a person, place, thing, or idea. In this case, 'slice' and 'dice' are both nouns as they refer to actions or objects used in food preparation.

verb A word that expresses an action or state of being. 'Slice' and 'dice' are both verbs as they describe the actions of cutting food into pieces.

conjunction A word that connects words, phrases, or clauses. In this case, 'and' is a conjunction that connects the verbs 'slice' and 'dice'.

• The chef expertly used a sharp knife to slice and dice the vegetables for the stir-fry.
• I'm going to slice and dice these onions real quick for the salsa.
• Watch me slice and dice this project like a pro!
• The politician was known for his ability to slice and dice his opponents' arguments during debates.

noun the quality or condition of being fine or detailed, as in granularity of data

• The data was analyzed at a very high level of granularity to identify specific trends.
• I like to zoom in on the details and look at things with a lot of granularity.
• I prefer to get down to the nitty-gritty and analyze things with fine granularity.
• She approached the problem with a fine level of granularity, breaking it down into smaller pieces to solve it.

noun a form of consumption or usage

verb to consume or use up

• The company decided to absume the costs of the project in order to stay within budget.
• I'm not sure if I can absume all the responsibilities of this new role.
• I wish I could just absume all my homework and go out with my friends.
• The darkness seemed to absume all the light in the room, creating an eerie atmosphere.

verb To reach a significant or satisfactory amount or level

preposition A word that shows the relationship between a noun or pronoun and other words in a sentence

• The expenses for this project really add up to much more than we anticipated.
• I don't think all these little costs are going to add up to much in the end.
• I doubt all these expenses are going to add up to much, to be honest.
• In life, sometimes the small victories may not seem like much individually, but they all add up to much success in the end.