Dr. Data Teaches
Malvern, Arkansas, United States
About the store
Hi, I’m Whitney, the creator behind Dr. Data Teaches! I’m a former college math professor, a practicing data scientist, and a lifelong math person who loves making complex ideas feel clear, organized, and approachable.
I have a PhD in Statistics, degrees in Mathematics and Math Education, and years of experience teaching math at the college level. Today, I work as a data scientist, where I use statistics, modeling, and data analysis in real-world problem solving every day.
Dr. Data Teaches combines my classroom teaching background with my professional data science experience to create math resources that are accurate, student-friendly, and easy for busy teachers to use.
My goal is to help students build confidence with math vocabulary, statistics concepts, data displays, and problem-solving skills — without overwhelming them or adding extra prep for teachers.
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Statistics & Probability Reference Bundle | Data Displays, Vocab, & Probability
Need a simple, student-friendly way to support your statistics and probability unit? This Statistics & Probability Reference Sheets Bundle includes 3 printable middle school math resources designed to help students review key vocabulary, graph types, data analysis concepts, and probability basics in one easy-to-use set. These reference sheets are perfect for student binders, math notebooks, mini anchor charts, test review, small groups, intervention, and quick reteaching. Each resource is desi
6th - 8th
Statistics
CCSS
6.SP.A.2
, 6.SP.A.3
, 6.SP.B.4
+6
Data Displays Cheat Sheet | Dot Plots Histograms Box Plots Bar Graphs Line Graph
Need a clear, student-friendly way to review data displays and graph types? This 2-page Data Displays Reference Sheet helps middle school students compare common graph types, interpret data displays, and decide which graph works best for different kinds of data. This printable reference sheet uses one anchor data set throughout the resource so students can see how the same data can be represented and interpreted in different ways. Students review dot plots, histograms, bar graphs, line graphs, f
6th - 8th
Statistics
CCSS
6.SP.A.2
, 6.SP.B.4
, 6.SP.B.5
Probability Vocab Reference Sheet | Probability Terms & Formulas | Grades 6 - 8
Need a clear, student-friendly way to review probability vocabulary? This probability reference sheet gives middle school students a simple visual guide to key probability terms, formulas, and strategies. This 2-page printable reference sheet is designed for grades 6–8 and works well as a mini anchor chart, math notebook insert, binder reference, test review page, or intervention support. Students review probability basics, theoretical probability, experimental probability, sample space, events,
6th - 8th
Statistics
CCSS
7.SP.C.5
, 7.SP.C.6
, 7.SP.C.7a
+1
Statistics Vocabulary Reference Sheet | Grades 6 7 8 | No-Prep Double-Sided PDF
Give your students a clear, organized statistics vocabulary reference they can actually use — without adding anything extra to your prep list. This double-sided statistics vocabulary reference sheet is designed for Grades 6, 7, and 8 and gives students a quick, easy-to-read guide to key middle school statistics terms. It includes concise definitions, student-friendly examples, and simple visuals to help students connect vocabulary to the graphs, data displays, and concepts they see in class. C
6th - 8th
Math Test Prep, Statistics
CCSS
6.SP.A.1
, 6.SP.A.2
, 6.SP.A.3
+5
Mean Median Mode Range FREE Reference Sheet | Measures of Center & Range Handout
Need a quick, student-friendly way to review mean, median, mode, and range? This FREE one-page reference sheet gives middle school students a clear visual anchor for understanding measures of center and range without overwhelming them. This printable quick reference card uses one simple anchor data set so students can compare mean, median, mode, and range side by side. Each term includes a student-friendly definition, a worked example, and a quick reminder to help students remember what the meas
6th - 8th
Statistics
CCSS, TEKS, VA SOL
6.SP.A.3
, 6.SP.B.5c
, 6.SP.B.5d
+3
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About the store
Experience
Hi, I’m Whitney, the creator behind Dr. Data Teaches! I’m a former college math professor, a practicing data scientist, and a lifelong math person who loves making complex ideas feel clear, organized, and approachable.
I have a PhD in Statistics, degrees in Mathematics and Math Education, and years of experience teaching math at the college level. Today, I work as a data scientist, where I use statistics, modeling, and data analysis in real-world problem solving every day.
Dr. Data Teaches combines my classroom teaching background with my professional data science experience to create math resources that are accurate, student-friendly, and easy for busy teachers to use.
My goal is to help students build confidence with math vocabulary, statistics concepts, data displays, and problem-solving skills — without overwhelming them or adding extra prep for teachers.
Teaching style
My teaching style is hands-on, practical, and connection-focused. I believe students understand math more deeply when they have opportunities to practice, explore examples, and see how concepts connect to the real world.
I like breaking complex ideas into clear steps, using visual supports, and giving students repeated chances to apply what they are learning. For statistics and probability especially, I believe real-world examples help students move beyond memorizing formulas and toward actually understanding what the numbers mean.
At Dr. Data Teaches, my resources are designed to be structured, student-friendly, and easy to use. My goal is to help students build confidence through clear explanations, meaningful practice, and math tasks that feel approachable instead of overwhelming.
My own education history
I have a Bachelor’s degree in Mathematics, a Master’s degree in Math Education, and a PhD in Statistics.
My education has given me a strong foundation in both the content side of math and the teaching side of math. I studied advanced mathematics and statistics, but I also studied how students learn math — which shapes the way I create resources today.
Before becoming a data scientist, I taught mathematics at the college level. That teaching experience helped me learn how to break down complex ideas into clear steps, meaningful examples, and approachable practice.
At Dr. Data Teaches, I use both my education and real-world data science experience to create resources that are mathematically accurate, classroom-friendly, and designed to help students build true understanding.
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