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100 Words Every Data Analyst Should Know

May 3, 2026

100 Words Every Data Analyst Should Know

No. Item Definition
1. A/B test comparison of two versions
2. accuracy closeness to correct value
3. aggregation combining detailed data
4. analysis careful examination of data
5. attribute a characteristic of data
6. bar chart chart using rectangular bars
7. baseline starting reference level
8. benchmark standard for comparison
9. bias systematic error or skew
10. boolean true-or-false data type
11. chart a visual data display
12. cleaning fixing data issues
13. column a vertical data field
14. confidence interval range for likely true value
15. correlation degree of association
16. cost money spent
17. dashboard visual summary of metrics
18. data facts collected for analysis
19. database organized electronic data storage
20. dataset a structured collection of data
21. dimension a descriptive data category
22. distribution how values are spread
23. error difference from true value
24. estimate approximate calculated value
25. ETL extract, transform, load process
26. experiment controlled study to test
27. export send data out
28. extract pull out needed data
29. feature an input variable
30. field one attribute in a record
31. filtering keeping selected records only
32. finding discovered result
33. forecast prediction of future values
34. format arrangement or data style
35. frequency how often something occurs
36. granularity level of detail
37. grouping collecting similar records together
38. growth increase over time
39. histogram bar chart of frequencies
40. hypothesis testable proposed explanation
41. import bring data into software
42. insight useful understanding from data
43. integer whole-number data type
44. join combining tables by key
45. KPI key performance indicator
46. line chart chart showing change over time
47. load put data into system
48. maximum largest observed value
49. mean arithmetic average
50. median middle value in order
51. merge bringing datasets together
52. metric a measurable quantity
53. minimum smallest observed value
54. mode most common value
55. noise random unwanted variation
56. normalization scaling to common range
57. null no value present
58. observation a single recorded case
59. outlier an unusually distant value
60. pattern repeated or regular form
61. percentage value per hundred
62. percentile relative position in data
63. population the full group studied
64. precision consistency of repeated values
65. prediction estimated future or unknown value
66. probability likelihood of an event
67. proportion a part of the whole
68. quality overall fitness of data
69. quartile one fourth of ordered data
70. query a request for data
71. range difference between extremes
72. ratio comparison of two quantities
73. record one row of stored data
74. regression modeling relationships between variables
75. reliability consistency over time
76. report organized presentation of findings
77. row a horizontal data record
78. sample a subset of a population
79. scatterplot plot of paired values
80. schema the structure of a database
81. signal meaningful underlying information
82. spreadsheet grid-based data file
83. SQL language for querying databases
84. standard deviation common measure of spread
85. standardization rescaling around mean and spread
86. table data arranged in rows
87. time series data ordered over time
88. timestamp recorded date and time
89. transformation changing data format or values
90. trend general direction of change
91. type kind of stored value
92. union stacking matching datasets
93. unit standard measurement amount
94. update change stored values
95. validity whether measure is sound
96. value a stored data entry
97. variable a value that can change
98. variance spread around the mean
99. visualization graphical display of data
100. wrangling preparing messy data
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