Data Analysis Vocabulary

noun a whole formed by combining several separate elements

verb to form or group together into a whole

• The aggregate data showed a clear trend towards increased sales.
• The total aggregate of all our scores was pretty high.
• I can't believe the aggregate of our group project was so low.
• In the grand scheme of things, our individual efforts will aggregate into a successful outcome.

verb to gather or collect a large quantity of something over time

• Over the years, the company has amassed a substantial amount of wealth through strategic investments.
• She has amassed quite a collection of vintage records from thrift stores.
• He's been hustling hard and has finally amassed enough cash to buy his dream car.
• The artist has amassed a following of devoted fans who eagerly anticipate each new release.

adverb An adverb modifies a verb, adjective, or another adverb. 'Appreciably' is an adverb that indicates to what extent something is noticeable or significant.

• The new software update has appreciably improved the performance of our system.
• I can see that you've appreciably grown as a person since we last met.
• Her cooking skills have appreciably leveled up since she started watching those cooking shows.
• The impact of the pandemic on the economy was appreciably devastating.

adjective Approximate is an adjective that describes something that is close to the actual but not exact or precise.

• The approximate cost of the project is $10,000.
• I think it'll cost around $10,000, give or take.
• The project will cost, like, around 10 grand.
• The cost of the project is in the ballpark of $10,000.

verb to classify or arrange into different categories or groups

• The store offers a wide assort of products to choose from.
• I love going to that bakery because they have a great assort of pastries.
• Let's hit up that new food truck, they have a bomb assort of tacos.
• His speech had an assort of emotions, ranging from anger to sadness.

adjective showing the relationship between two things by comparing them

adverb used to show how one thing is similar to another or how one thing is different from another

• The company's profits were comparatively higher this quarter than last quarter.
• This phone is comparatively cheaper than the one you were looking at.
• I think this restaurant is comparatively better than the one down the street.
• Her success in the competition was comparatively like a shining star in the night sky.

noun a calculation or reckoning

verb to calculate or reckon a figure or amount

• The computer is able to compute complex mathematical equations in a matter of seconds.
• My phone can compute how much tip to leave at a restaurant.
• I don't know how to compute the answer to that question.
• She had to compute the best way to approach the situation before making a decision.

noun a change made to rectify an error or mistake

verb to make a change to rectify an error or mistake

• The professor provided detailed feedback for each student's paper, including suggestions for correction.
• I made a correction to the spelling error in your email before sending it out.
• I had to do a quick correction on my makeup before heading out the door.
• Sometimes a small correction in attitude can make a big difference in how others perceive you.

verb to have a mutual relationship or connection

• The results of the study showed that the two variables were highly correlated.
• It looks like there's a strong correlation between those two things.
• Those two things seem to go hand in hand.
• Their fates seemed to be intertwined, like two sides of the same coin.

noun the act of crushing or grinding something with force

verb to crush or grind something with force

• The crunch of leaves underfoot signaled the arrival of autumn.
• I love the sound of chips crunching when I eat them.
• I can't believe she ghosted him right before the big crunch.
• The company is facing a financial crunch due to decreased sales.

verb to gather or pile up gradually over time

adjective forming a cumulative whole

• Over time, the company's profits will cumulate to a significant amount.
• If you keep saving a little bit each month, it will cumulate into a nice sum in the future.
• I didn't realize how much junk would cumulate in my garage over the years.
• The stress of work and personal life can cumulate and become overwhelming if not managed properly.

adjective A word that describes or modifies a noun, indicating a quality or state of being. In this case, 'decipherable' describes something that can be understood or interpreted.

• The ancient manuscript was so well-preserved that its text was easily decipherable.
• I can't read his handwriting, it's not decipherable at all.
• The graffiti on the wall is barely decipherable, it's just a bunch of scribbles.
• Her emotions were so complex and layered, they were almost decipherable in her eyes.

noun an object or substance that is thrown away or rejected

verb to get rid of or throw away

• It is important to properly discard of hazardous materials to prevent environmental contamination.
• Don't just throw away your old electronics, make sure to discard them responsibly.
• I can't believe she just discarded his number like that.
• Sometimes we need to discard old habits in order to make room for personal growth.

adjective dissimilar means not alike or different in nature, form, or quality

• The two research studies showed dissimilar results.
• Their tastes in music are totally dissimilar.
• Those two cars are like, totally dissimilar, dude.
• Their personalities were as dissimilar as night and day.

noun a system or network for apprehending criminals or suspects

• The police set up a dragnet to catch the thief.
• The cops are using a dragnet to find the suspect.
• The authorities have cast a dragnet to nab the criminal.
• The company's marketing campaign was like a dragnet, capturing the attention of potential customers.

verb to assess or determine the value, quality, importance, or extent of something

• It is important to thoroughly evaluate the data before drawing any conclusions.
• I need to evaluate my options before making a decision.
• I'll have to evaluate if I'm up for that party tonight.
• She paused to evaluate the situation before responding.

verb to be exceptionally good at or proficient in an activity or subject

• She has shown the ability to excel in all areas of her work.
• I know you will excel in your new job because you are a hard worker.
• I bet you'll totally excel at the new video game.
• His determination to excel soared to new heights after receiving recognition for his achievements.

noun a statement or piece of writing that explains or clarifies something

adjective providing explanation or clarification

• The professor gave an explanatory lecture on quantum physics.
• She provided an explanatory overview of the project during the meeting.
• I need an explanatory video to understand this new game.
• Her eyes were like an explanatory window into her thoughts.

verb to collapse or succumb to something

preposition used to indicate involvement or participation in something

• It is important to be cautious and not fall in the trap of misinformation.
• I can't believe I fell in love with that TV show, it's so addictive!
• I totally fell in with the wrong crowd in high school.
• Sometimes it's easy to fall in with the routine of everyday life and forget to enjoy the little moments.

noun food for animals

verb to give food to someone or something

• The farmer needs to feed the livestock every morning.
• Don't forget to feed the dog before you leave.
• I'm so hungry, I need to feed my face.
• Reading books is a way to feed your mind.

noun a device or piece of equipment used to remove impurities or unwanted elements from something

verb to pass (a liquid, gas, light, or sound) through a device to remove unwanted elements

• The laboratory uses a special filter to separate impurities from the liquid solution.
• I always make sure to use a filter when brewing my coffee to get rid of any grounds.
• I need to put on a filter before I post anything on social media.
• It's important to filter out negative thoughts and focus on the positive aspects of life.

noun no definition applicable

verb no definition applicable

adjective no definition applicable

adverb often or at regular intervals

pronoun no definition applicable

preposition no definition applicable

conjunction no definition applicable

interjection no definition applicable

article no definition applicable

• In academic studies, students are frequently required to conduct research and write papers.
• I frequently go to the gym to stay in shape and maintain a healthy lifestyle.
• My friends and I frequently hang out at the mall on weekends.
• The artist's work is frequently compared to that of a modern-day Picasso.

adjective describing something that is made up of or resembles small grains or particles

• The data analysis was conducted at a granular level to ensure accuracy.
• I prefer to look at things in a more granular way, focusing on the details.
• Let's get granular and really break down this problem.
• She had a granular understanding of the situation, seeing all the small details.

verb to show or suggest something

adjective serving as a sign or indication of something

• The data is indicating a strong correlation between the two variables.
• Her facial expression was indicating that she was not impressed.
• The text message he sent was indicating that he was not happy with the situation.
• The storm clouds gathering in the sky were indicating trouble ahead.

adjective not able to be identified or perceived as different or distinct

• The two samples were so similar that they appeared indistinguishable under the microscope.
• I can't tell the difference between these two phone models, they look indistinguishable to me.
• Those two new rappers sound indistinguishable, I can't even tell who's who.
• The twins' personalities were so alike, they were practically indistinguishable from each other.

• The conclusion can be inferred from the data provided in the report.
• I inferred from his tone that he was not happy with the situation.
• I totally inferred that she was into him based on how she was looking at him.
• The artist's message can be inferred through the use of symbolism in the painting.

noun the capacity to gain an accurate and deep understanding of someone or something

adjective having or showing an accurate and deep understanding

• Her research provided valuable insight into the effects of climate change on marine ecosystems.
• I gained some interesting insight into the company's upcoming projects during the meeting.
• I got the inside scoop on the new restaurant opening from my friend, it was some juicy insight!
• His artwork offers a unique insight into the human experience, capturing emotions in a way that words cannot.

noun a stylistic representation of a creative work or dramatic role

• The interpretation of this data requires a thorough analysis.
• I'm not sure about the interpretation of this painting, what do you think?
• I don't get the interpretation of this meme, can you explain it to me?
• Her interpretation of the situation was clouded by her emotions.

noun the small, precise, or trivial details of something

• The lawyer meticulously reviewed every minutiae of the contract before signing.
• I don't have time to worry about all the minutiae, let's just get it done.
• Stop sweating the small stuff, focus on the big picture instead of the minutiae.
• She was lost in the minutiae of her thoughts, unable to see the bigger picture.

noun the act of observing, checking, or keeping track of something

verb to observe, check, or keep track of something

• The company implemented a system for monitoring employee productivity.
• I need to start monitoring my daily expenses more closely.
• I'm always monitoring my social media for any drama.
• She felt like someone was constantly monitoring her every move.

adjective able to be seen or noticed

• The scientist made detailed notes on the observable changes in the experiment.
• You can easily see the observable differences between the two products.
• I checked out the observable vibes at the party before deciding to stay.
• The artist's emotions were clearly observable in her abstract painting.

noun a noun is a person, place, thing, or idea, in this case 'particular' can also be used as a noun to refer to a specific item or detail

adjective an adjective describes or modifies a noun or pronoun, in this case 'particular' is used to describe something specific or distinct

• In this particular case, we need to carefully analyze all the evidence before making a decision.
• I don't have a particular preference for where we eat tonight, I'm easy either way.
• That particular movie was lit, I can't wait to watch it again!
• She has a particular way of handling difficult situations, always staying calm and collected.

verb to perform a series of mechanical or chemical operations on something in order to change or preserve it

• The data needs to be processed before it can be analyzed.
• I'll need some time to process all the information you just gave me.
• I can't believe how fast my brain processed that math problem!
• Her emotions were still being processed as she tried to make sense of the situation.

adjective in a natural state; not processed or refined

• The chef emphasized the importance of using raw ingredients in his culinary creations.
• I prefer my sushi with raw fish, it just tastes better that way.
• Let's grab some raw burgers and grill them up at the park.
• His emotions were raw after the breakup, he needed time to heal.

verb Scattered is also a verb that means to throw or distribute in various directions.

adjective Scattered is an adjective that describes something that is dispersed or spread out in various directions.

• The scattered debris from the explosion covered the entire street.
• I found scattered pieces of paper all over my desk.
• There were scattered clothes all over the bedroom floor.
• Her thoughts were scattered and she couldn't focus on anything.

noun a sudden increase or rise in something, such as a graph or chart

verb to add alcohol or drugs to a drink without someone's knowledge

adjective being at a high point or peak

adverb in a sharp or sudden manner

• The sudden spike in interest rates caused a ripple effect throughout the economy.
• I can't believe how the prices spiked up overnight!
• Did you see the spike in her hair? It looks so cool!
• Her emotions spiked when she saw her ex with someone else.

noun a record or count of items

verb to count or record

• The accountant will tally up all the expenses for the month.
• Let's tally how many people are coming to the party.
• I'll tally the score in our basketball game.
• Her actions will tally with her words, showing she is trustworthy.

adjective clearly able to be recognized or identified; not able to be mistaken for something else

• The unmistakable sound of thunder could be heard in the distance.
• Her unmistakable laugh always brightens up the room.
• That car has an unmistakable cool factor.
• The artist's style is so unique, it's unmistakable in any gallery.

verb to walk through water or another liquid or soft substance that makes movement difficult or laborious

• The researchers had to wade through hundreds of pages of scientific literature to find relevant studies for their review.
• I had to wade through all my old emails to find the one with the attachment.
• I had to wade through a ton of junk to find that one meme you sent me.
• After the storm, the streets were flooded and it felt like we were wading through a river to get home.

noun The process of separating the chaff from grain by means of a current of air.

verb To blow or fan away the chaff from grain by means of a current of air.

• The farmer used a winnowing machine to separate the wheat from the chaff.
• I need to winnow down my list of potential colleges before I apply.
• Let's winnow out the weak players and focus on the strongest ones.
• She had to winnow through all the conflicting advice to find the truth.

noun a statistical term that divides a set of data into four equal parts, each representing 25% of the total

• The data set is divided into quartiles to analyze the distribution of values.
• We need to figure out which quartile your score falls into for the test.
• I'm in the top quartile of my class, so I'm feeling pretty good about my grades.
• She was in the third quartile of her training program, showing steady progress towards her goal.

noun A decision stream is a series of decisions or choices made in a particular order or sequence.

• The decision stream within the organization must be carefully managed to ensure efficient workflow.
• Let's make sure we're all on the same page with the decision stream for this project.
• I'm totally lost in the decision stream, can someone help me out?
• Navigating the decision stream is like trying to find your way through a maze.

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

• The DOTFL regulation requires all financial institutions to report suspicious transactions.
• I heard that DOTFL is cracking down on money laundering activities.
• I can't believe how strict DOTFL is being with these new rules.
• The DOTFL guidelines are like a watchful eye over the financial industry.

noun a word or phrase that identifies a person, place, thing, or idea

• The research vessel was named Xy McXface after a public naming contest.
• I can't believe they actually named it Xy McXface, that's hilarious!
• Xy McXface is the coolest ship name ever!
• The new startup company decided to go with Xy McXface as their brand name to stand out in the market.

noun A person who engages in the act of expressing regret or remorse

verb None

adjective None

adverb None

pronoun None

preposition None

conjunction None

interjection None

article None

• The Regrexiteer presented a detailed analysis of the data during the conference.
• I heard that the Regrexiteer is really good at predicting outcomes based on past patterns.
• I wish I had the skills of a Regrexiteer to ace my exams without studying.
• She was a Regrexiteer when it came to navigating through the complexities of relationships.

noun the numerical value determined by the position of a digit in a number

• Understanding place value is crucial in the study of mathematics.
• Knowing place value helps make math problems easier to solve.
• Place value is like the building blocks of numbers.
• In life, knowing the place value of different aspects can help prioritize what's important.

noun a person, place, thing, or idea

adjective describing word that modifies a noun or pronoun

adverb describing word that modifies a verb, adjective, or another adverb

• The scientist was puzzled by the presence of an unknown unknown in their research findings.
• I have no idea what I'm supposed to do with this unknown unknown situation.
• I'm totally lost when it comes to dealing with these unknown unknowns.
• Sometimes life throws us curveballs in the form of unknown unknowns.

noun A portmanteau of 'data' and 'surveillance', referring to the monitoring of people's activities through the use of data analysis.

verb Not applicable

adjective Not applicable

adverb Not applicable

pronoun Not applicable

preposition Not applicable

conjunction Not applicable

interjection Not applicable

article Not applicable

• Dataveillance is the systematic monitoring of people's actions or communications through the use of data collection technologies.
• Companies use dataveillance to track your online behavior and target you with personalized ads.
• I heard they're doing some serious dataveillance on social media influencers to see what trends are taking off.
• In a world where dataveillance is rampant, our every move is like being under a microscope.

noun a method of inspecting and managing network traffic based on the contents of data packets

• Deep packet inspection is a method used for analyzing and monitoring network traffic at a granular level.
• They're using deep packet inspection to keep an eye on what we're doing online.
• They're digging deep with that packet inspection stuff.
• Just like a detective examining every detail of a crime scene, deep packet inspection scrutinizes every aspect of network data.

noun a word that refers to a person, place, thing, event, substance, or quality

adjective a word that describes or modifies a noun or pronoun

• The company provided an abbreviated number for customer service inquiries in their latest communication.
• Just call the abbreviated number on the flyer if you have any questions.
• Hit up the abbr number if you need help with that.
• She dialed the abbreviated number to connect with her inner peace.

verb A word that expresses an action or a state of being. In this case, 'added up' is a verb phrase indicating the act of combining numbers or quantities to find a total.

• The accountant carefully added up all the expenses to ensure accuracy.
• I just added up all the costs and it's more than I expected.
• I added up the prices and they're through the roof.
• When you consider all the factors, it really added up to a successful outcome.