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Analytics 1.3 A–Z Data Lifecycle Challenge

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Decode the data lifecycle, one letter at a time.

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Analytics 1.3 A–Z Data Lifecycle Challenge
 

Analytics 1.3 A–Z Data Lifecycle ChallengeOnline version

Decode the data lifecycle, one letter at a time.

by Muhammad Asif
A
B
C
D
E
F
G
H
I
J
K
L
M
N
O
P
Q
R
S
T
U
V
W
X
Y
Z

Starts with A

Process of gathering data from diverse sources to start the cycle.

Starts with B

Standard reference used to compare data after cleaning and transformation.

Starts with C

Removing inaccuracies, duplicates, and errors from raw data.

Starts with D

Analytics that summarize what happened in the past using data visuals.

Starts with E

Retrieving data from multiple sources to build a unified dataset.

Starts with F

Isolating relevant records and omitting noise or missing values.

Starts with G

Policies and practices ensuring data quality, privacy, and compliance.

Starts with H

Transforming data to protect privacy and secure storage.

Starts with I

Valuable conclusions drawn from applying analytics to clean data.

Starts with J

Analysts’ interpretation guiding which findings matter for decisions.

Starts with K

Information derived from analyses that informs strategic actions.

Starts with L

Traceability showing where data originated and how it changed.

Starts with M

Data that describes other data, aiding organization and discovery.

Starts with N

Standardizing formats so data from sources can be analyzed together.

Starts with O

Results of processing, often fed into dashboards or reports.

Starts with P

Forecasts made using past data to guide future decisions.

Starts with Q

Degree to which data is accurate, complete, and reliable.

Starts with R

Storing data securely for future use or regulatory compliance.

Starts with S

Structure that organizes data and defines data types and relations.

Starts with T

Changing data format or structure to enable analysis.

Starts with U

Practical application of data through analysis and decision-making.

Starts with V

Charts and dashboards that present complex findings clearly.

Starts with W

Series of steps in the data lifecycle from collection to insight.

Starts with X

Markup language used to structure and transport data in a standardized way.

Starts with Y

Human-friendly data-serialization format used for configuration and data exchange.

Starts with Z

Statistical measure used to identify outliers relative to the data mean.

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