SlideShare a Scribd company logo
1 of 50
DATA VISUALIZATION
AND
STORY TELLING
Data Visualization
What is
Data
Visualization?
Communicate complex data and insights
Effective and Efficient
Patterns, trends, and relationships can be identified
more easily than through raw data alone.
Business
Finance
Marketing
Science
Engineering
Purpose
Application
Fields
Reporting
What is
Reporting?
Financial Performance
Sales data
Marketing Analytics
Customer Feedback
Operational Efficiency
Range of
Topics
Forms of
Report
Dashboards
Scorecards
Charts
Tables
Written
Summaries
Data Story Telling
What is
Data Story
Telling?
• Helps to make sense of data
• Understand meaning and implications in a more human way
• Can create more compelling and impactful narratives
• Helps to bridge the gap between data and decision making
• Can make insights and implications of data more accessible and
actionable.
• Powerful communication tool
Dashboard
What is
Dashboard?
Consist of several visual elements
that are often interactive.
Can be customized to suit the
needs of different users.
Provide a real-time snapshot of
performance
Can be used by wide range of
stakeholders
TABLEAU
Overview
Connect, visualize and share data
Help easily analyse and visualize
Highly intuitive and user-friendly
Create visualizations that can be easily shared
Connects to wide variety of data sources
Offers advanced features
Interactive dashboards
Product Category
• Self-service
• Create interactive visualizations, reports and dashboards
• Connect to various data sources
Tableau Desktop
• Data preparation tool
• Perform data cleaning, profiling, transformation and validation
tasks
Tableau Prep
• Enterprise-level analytics platform
• Securely share data and insights across an organization.
• Can be deployed on-premise or in cloud
Tableau Server
• Cloud-based version of Tableau Server
• Allow to access and share data visualizations, reports and
dashboards from anywhere
Tableau Online
• Mobile app
• Enables to view and share dashboards, reports and visualizations
from mobile devices.
Tableau Mobile
Data Connections
Tableau
Excel
CSV
Databases
Cloud
Services
Web data
connectors
Big data
Other
Data import in tableau
1
2
3
4
5
6
Charts and Datatypes
Charts
Bar chart
•Used to compare values across different categories
Line Chart
•Used to show trends and patterns overtime
Scatter Plot
•Used to visualize the relationship between two continuous variables
Heat Map
•Used to show distribution of values across two categorical variables
Tree Map
•Used to display hierarchical data
Pie Chart
•Used to show the proportion of different categories in a dataset
Datatypes
Continuous Data
• Data that can take any value within a range.
Categorical Data
• Data that falls into distinct categories
Discrete Data
• Data that can only take certain values
Geographic Data
• Data that is associated with a geographic location
Time-series Data
• Data that is collected over-time
Basic chart
1 2
3
5
4 6
7 8
9
10
11
Data Filters Filters
Dimension
Measure
Top/Bottom
Context
Combined
Quick
Groups & Sets
Groups
 Groups are created by combining multiple
values within a dimension into a single group.
 Once a group is created, it can be used like any
other dimension in Tableau
 Groups can also be used to create hierarchical
structures
Sets
 Sets are created by defining a specific
condition.
 Once a set is created, it can be used like a
dimension or measure in Tableau
 Sets can also be used to create comparative
analyses
Group
1
2
3 4
5
6
7 8
9
10
Set
1
2
3
4
5
6
7
8
9
10
11
Hierarchy & Calculated Field
Hierarchy
 Hierarchy is a feature in Tableau that allows users
to organize data into a logical structure by creating
a hierarchical relationship between two or more
dimensions.
 It can be used in the same way as any other
dimension in Tableau.
 Hierarchies can also be used to create calculated
fields, such as the sum of sales by category and
subcategory.
 Allows to organize and analyze data in a structured
and meaningful way.
Calculated Field
 Calculated fields in Tableau are user-defined
expressions that allow users to perform complex
calculations on their data.
 It can be used in the same way as any other field in
Tableau.
 Calculated fields can be used to perform a wide
range of calculations.
 Allows users to perform complex calculations on
their data and gain deeper insights
Hierarchy
1
2
3
4
5
6
7
8
9
10
11
12
Calculated Field
1
2
3
4
5
6
7 8 9
10
Reference line & Parameters
Reference Line
 Reference lines in Tableau are horizontal or
vertical lines that are added to a visualization to
represent a benchmark, goal, or threshold
value.
 It can be customized further by editing its
properties.
 It can also be used to create more advanced
analyses.
Parameters
 Parameters in Tableau are user-defined inputs
that allow users to control certain aspects of
their analysis or visualization.
 Once the parameter is created, it can be used in
a variety of ways, such as filter, control
calculations, control visualizations, create a
dashboard.
 Allows users to control their analysis and
visualization in a flexible and dynamic way.
Reference Line
1
2
3
4
5
6
Forecasting & Clustering
Forecasting
 Forecasting in Tableau is a feature that allows
users to create predictive models based on their
data and use them to forecast future values or
trends.
 Once the forecast is created, it can be displayed
in a variety of ways, such as a line chart, area
chart, or bar chart.
 Allows users to predict future values or trends
based on their data.
Clustering
 Clustering in Tableau is a feature that allows
users to group similar data points together
based on their characteristics or attributes.
 Once the clusters are created, they can be
displayed in a variety of ways, such as a scatter
plot, bubble chart, or heat map.
 Allows users to group similar data points
together and discover new insights in their data
Forecasting
1
2
3
Clustering
1
2
3
4
What-If Analysis
 What-If Analysis in Tableau is a feature that allows users to explore different
scenarios and understand the impact of changes on their data.
 It allows users to adjust one or more parameters or variables and see how the
changes affect the results.
 Allows users to explore different scenarios and understand the impact of changes
on their data.
 It provides a way to identify the best course of action and make informed
decisions based on the insights gleaned from the analysis.
What-if Analysis
1 2
3
4
5
6
7
8 9 10
11
12
13
14
15
16
17
18
19
Dashboard layout
 Dashboard layout in Tableau is an important aspect of creating an effective and
visually appealing dashboard.
 It refers to the arrangement and sizing of the various components on the dashboard,
including sheets, filters, text, and images.
 A well-designed dashboard layout can help users quickly and easily understand the
insights presented in the visualization and facilitate effective decision-making.
 It requires careful consideration of the size, arrangement, and placement of the various
components, as well as an understanding of the needs and preferences of the
audience.
 Can create a visually appealing and informative dashboard that effectively
communicates the insights provided by the data.
Dashboard
1
2
3
5
4
6
7
8
Stories
 Stories in Tableau allow users to create a narrative around a set of visualizations,
providing context, insight, and commentary on the data presented.
 A Tableau story is a sequence of worksheets or dashboards that are organized
into a narrative flow, with each component providing a different perspective or
insight on the data.
 By combining multiple visualizations with supporting text and images, a Tableau
story can engage and inform viewers, helping them to understand the context,
significance, and implications of the data.
Stories
1
2
3
4
5
6
7
8
Joins
 Joins in Tableau are used to combine data from two or more tables into a single
view or visualization.
 Tableau supports several types of joins, including:
inner joins,
left outer joins,
right outer joins, and
full outer joins.
Joins
1
2
3
4
Report building
and Data Analysis
Connect to
data source
Create new
worksheet
Create
visualizations
Add filters
Add
calculations
Create
dashboards
Use data
blending
Share the
report
Perform data
Analysis
PDF/PPT import generation
 Tableau allows you to import and export
reports in various file formats, including
PDF and PowerPoint.
1
2
3
Thank You

More Related Content

Similar to data_science_introduction_for beginners.pptx

IT7113 research project_group_4
IT7113 research project_group_4IT7113 research project_group_4
IT7113 research project_group_4ethanlchandler
 
Business Intelligence tools comparison
Business Intelligence tools comparisonBusiness Intelligence tools comparison
Business Intelligence tools comparisonStratebi
 
Tableau (BI) interview questions version 2.0
Tableau (BI) interview questions version 2.0Tableau (BI) interview questions version 2.0
Tableau (BI) interview questions version 2.0Visualect
 
Top tableau questions and answers in 2019
Top tableau questions and answers in 2019Top tableau questions and answers in 2019
Top tableau questions and answers in 2019minatibiswal1
 
datavisualization-5thUnit.pdf
datavisualization-5thUnit.pdfdatavisualization-5thUnit.pdf
datavisualization-5thUnit.pdfBrijeshPatil13
 
The Art of Data Visualization in Microsoft Excel for Mac.pdf
The Art of Data Visualization in Microsoft Excel for Mac.pdfThe Art of Data Visualization in Microsoft Excel for Mac.pdf
The Art of Data Visualization in Microsoft Excel for Mac.pdfTEWMAGAZINE
 
Tableau Business Intelligence and Analytics
Tableau Business Intelligence and AnalyticsTableau Business Intelligence and Analytics
Tableau Business Intelligence and AnalyticsQEdge Tech
 
Tableau interview questions-ppt
 Tableau interview questions-ppt Tableau interview questions-ppt
Tableau interview questions-pptMayank Kumar
 
Tableau Course In Chennai-October
Tableau Course In Chennai-OctoberTableau Course In Chennai-October
Tableau Course In Chennai-OctoberDataMites
 
Tableau interview questions and answers
Tableau interview questions and answersTableau interview questions and answers
Tableau interview questions and answerskavinilavuG
 
Art and Science of Dashboard Design
Art and Science of Dashboard DesignArt and Science of Dashboard Design
Art and Science of Dashboard DesignSavvyData
 
Tableau interview questions www.bigclasses.com
Tableau interview questions www.bigclasses.comTableau interview questions www.bigclasses.com
Tableau interview questions www.bigclasses.combigclasses.com
 
Business Analytics 1 Module 3.pdf
Business Analytics 1 Module 3.pdfBusiness Analytics 1 Module 3.pdf
Business Analytics 1 Module 3.pdfJayanti Pande
 

Similar to data_science_introduction_for beginners.pptx (20)

Dashboard Process
Dashboard ProcessDashboard Process
Dashboard Process
 
Visual discovery tools
Visual discovery toolsVisual discovery tools
Visual discovery tools
 
IT7113 research project_group_4
IT7113 research project_group_4IT7113 research project_group_4
IT7113 research project_group_4
 
Business Intelligence tools comparison
Business Intelligence tools comparisonBusiness Intelligence tools comparison
Business Intelligence tools comparison
 
Tableau (BI) interview questions version 2.0
Tableau (BI) interview questions version 2.0Tableau (BI) interview questions version 2.0
Tableau (BI) interview questions version 2.0
 
Top tableau questions and answers in 2019
Top tableau questions and answers in 2019Top tableau questions and answers in 2019
Top tableau questions and answers in 2019
 
datavisualization-5thUnit.pdf
datavisualization-5thUnit.pdfdatavisualization-5thUnit.pdf
datavisualization-5thUnit.pdf
 
Data visualization 2
Data visualization 2Data visualization 2
Data visualization 2
 
The Art of Data Visualization in Microsoft Excel for Mac.pdf
The Art of Data Visualization in Microsoft Excel for Mac.pdfThe Art of Data Visualization in Microsoft Excel for Mac.pdf
The Art of Data Visualization in Microsoft Excel for Mac.pdf
 
manual.docx
manual.docxmanual.docx
manual.docx
 
Tableau Business Intelligence and Analytics
Tableau Business Intelligence and AnalyticsTableau Business Intelligence and Analytics
Tableau Business Intelligence and Analytics
 
Tableau interview questions-ppt
 Tableau interview questions-ppt Tableau interview questions-ppt
Tableau interview questions-ppt
 
Tableau Course In Chennai-October
Tableau Course In Chennai-OctoberTableau Course In Chennai-October
Tableau Course In Chennai-October
 
Module 1
Module  1Module  1
Module 1
 
Data Visualization with Tableau - by Knowledgebee Trainings
Data Visualization with Tableau - by Knowledgebee TrainingsData Visualization with Tableau - by Knowledgebee Trainings
Data Visualization with Tableau - by Knowledgebee Trainings
 
Tableau interview questions and answers
Tableau interview questions and answersTableau interview questions and answers
Tableau interview questions and answers
 
Art and Science of Dashboard Design
Art and Science of Dashboard DesignArt and Science of Dashboard Design
Art and Science of Dashboard Design
 
Tableau interview questions www.bigclasses.com
Tableau interview questions www.bigclasses.comTableau interview questions www.bigclasses.com
Tableau interview questions www.bigclasses.com
 
Sage SalesLogix Advanced Analytics
Sage SalesLogix Advanced AnalyticsSage SalesLogix Advanced Analytics
Sage SalesLogix Advanced Analytics
 
Business Analytics 1 Module 3.pdf
Business Analytics 1 Module 3.pdfBusiness Analytics 1 Module 3.pdf
Business Analytics 1 Module 3.pdf
 

Recently uploaded

Industrialised data - the key to AI success.pdf
Industrialised data - the key to AI success.pdfIndustrialised data - the key to AI success.pdf
Industrialised data - the key to AI success.pdfLars Albertsson
 
Consent & Privacy Signals on Google *Pixels* - MeasureCamp Amsterdam 2024
Consent & Privacy Signals on Google *Pixels* - MeasureCamp Amsterdam 2024Consent & Privacy Signals on Google *Pixels* - MeasureCamp Amsterdam 2024
Consent & Privacy Signals on Google *Pixels* - MeasureCamp Amsterdam 2024thyngster
 
VIP High Class Call Girls Jamshedpur Anushka 8250192130 Independent Escort Se...
VIP High Class Call Girls Jamshedpur Anushka 8250192130 Independent Escort Se...VIP High Class Call Girls Jamshedpur Anushka 8250192130 Independent Escort Se...
VIP High Class Call Girls Jamshedpur Anushka 8250192130 Independent Escort Se...Suhani Kapoor
 
PKS-TGC-1084-630 - Stage 1 Proposal.pptx
PKS-TGC-1084-630 - Stage 1 Proposal.pptxPKS-TGC-1084-630 - Stage 1 Proposal.pptx
PKS-TGC-1084-630 - Stage 1 Proposal.pptxPramod Kumar Srivastava
 
Dubai Call Girls Wifey O52&786472 Call Girls Dubai
Dubai Call Girls Wifey O52&786472 Call Girls DubaiDubai Call Girls Wifey O52&786472 Call Girls Dubai
Dubai Call Girls Wifey O52&786472 Call Girls Dubaihf8803863
 
办理(Vancouver毕业证书)加拿大温哥华岛大学毕业证成绩单原版一比一
办理(Vancouver毕业证书)加拿大温哥华岛大学毕业证成绩单原版一比一办理(Vancouver毕业证书)加拿大温哥华岛大学毕业证成绩单原版一比一
办理(Vancouver毕业证书)加拿大温哥华岛大学毕业证成绩单原版一比一F La
 
Call Us ➥97111√47426🤳Call Girls in Aerocity (Delhi NCR)
Call Us ➥97111√47426🤳Call Girls in Aerocity (Delhi NCR)Call Us ➥97111√47426🤳Call Girls in Aerocity (Delhi NCR)
Call Us ➥97111√47426🤳Call Girls in Aerocity (Delhi NCR)jennyeacort
 
Predictive Analysis - Using Insight-informed Data to Determine Factors Drivin...
Predictive Analysis - Using Insight-informed Data to Determine Factors Drivin...Predictive Analysis - Using Insight-informed Data to Determine Factors Drivin...
Predictive Analysis - Using Insight-informed Data to Determine Factors Drivin...ThinkInnovation
 
ASML's Taxonomy Adventure by Daniel Canter
ASML's Taxonomy Adventure by Daniel CanterASML's Taxonomy Adventure by Daniel Canter
ASML's Taxonomy Adventure by Daniel Cantervoginip
 
Beautiful Sapna Vip Call Girls Hauz Khas 9711199012 Call /Whatsapps
Beautiful Sapna Vip  Call Girls Hauz Khas 9711199012 Call /WhatsappsBeautiful Sapna Vip  Call Girls Hauz Khas 9711199012 Call /Whatsapps
Beautiful Sapna Vip Call Girls Hauz Khas 9711199012 Call /Whatsappssapnasaifi408
 
EMERCE - 2024 - AMSTERDAM - CROSS-PLATFORM TRACKING WITH GOOGLE ANALYTICS.pptx
EMERCE - 2024 - AMSTERDAM - CROSS-PLATFORM  TRACKING WITH GOOGLE ANALYTICS.pptxEMERCE - 2024 - AMSTERDAM - CROSS-PLATFORM  TRACKING WITH GOOGLE ANALYTICS.pptx
EMERCE - 2024 - AMSTERDAM - CROSS-PLATFORM TRACKING WITH GOOGLE ANALYTICS.pptxthyngster
 
Effects of Smartphone Addiction on the Academic Performances of Grades 9 to 1...
Effects of Smartphone Addiction on the Academic Performances of Grades 9 to 1...Effects of Smartphone Addiction on the Academic Performances of Grades 9 to 1...
Effects of Smartphone Addiction on the Academic Performances of Grades 9 to 1...limedy534
 
From idea to production in a day – Leveraging Azure ML and Streamlit to build...
From idea to production in a day – Leveraging Azure ML and Streamlit to build...From idea to production in a day – Leveraging Azure ML and Streamlit to build...
From idea to production in a day – Leveraging Azure ML and Streamlit to build...Florian Roscheck
 
Building on a FAIRly Strong Foundation to Connect Academic Research to Transl...
Building on a FAIRly Strong Foundation to Connect Academic Research to Transl...Building on a FAIRly Strong Foundation to Connect Academic Research to Transl...
Building on a FAIRly Strong Foundation to Connect Academic Research to Transl...Jack DiGiovanna
 
High Class Call Girls Noida Sector 39 Aarushi 🔝8264348440🔝 Independent Escort...
High Class Call Girls Noida Sector 39 Aarushi 🔝8264348440🔝 Independent Escort...High Class Call Girls Noida Sector 39 Aarushi 🔝8264348440🔝 Independent Escort...
High Class Call Girls Noida Sector 39 Aarushi 🔝8264348440🔝 Independent Escort...soniya singh
 
专业一比一美国俄亥俄大学毕业证成绩单pdf电子版制作修改
专业一比一美国俄亥俄大学毕业证成绩单pdf电子版制作修改专业一比一美国俄亥俄大学毕业证成绩单pdf电子版制作修改
专业一比一美国俄亥俄大学毕业证成绩单pdf电子版制作修改yuu sss
 
Indian Call Girls in Abu Dhabi O5286O24O8 Call Girls in Abu Dhabi By Independ...
Indian Call Girls in Abu Dhabi O5286O24O8 Call Girls in Abu Dhabi By Independ...Indian Call Girls in Abu Dhabi O5286O24O8 Call Girls in Abu Dhabi By Independ...
Indian Call Girls in Abu Dhabi O5286O24O8 Call Girls in Abu Dhabi By Independ...dajasot375
 
9654467111 Call Girls In Munirka Hotel And Home Service
9654467111 Call Girls In Munirka Hotel And Home Service9654467111 Call Girls In Munirka Hotel And Home Service
9654467111 Call Girls In Munirka Hotel And Home ServiceSapana Sha
 
办理学位证纽约大学毕业证(NYU毕业证书)原版一比一
办理学位证纽约大学毕业证(NYU毕业证书)原版一比一办理学位证纽约大学毕业证(NYU毕业证书)原版一比一
办理学位证纽约大学毕业证(NYU毕业证书)原版一比一fhwihughh
 
GA4 Without Cookies [Measure Camp AMS]
GA4 Without Cookies [Measure Camp AMS]GA4 Without Cookies [Measure Camp AMS]
GA4 Without Cookies [Measure Camp AMS]📊 Markus Baersch
 

Recently uploaded (20)

Industrialised data - the key to AI success.pdf
Industrialised data - the key to AI success.pdfIndustrialised data - the key to AI success.pdf
Industrialised data - the key to AI success.pdf
 
Consent & Privacy Signals on Google *Pixels* - MeasureCamp Amsterdam 2024
Consent & Privacy Signals on Google *Pixels* - MeasureCamp Amsterdam 2024Consent & Privacy Signals on Google *Pixels* - MeasureCamp Amsterdam 2024
Consent & Privacy Signals on Google *Pixels* - MeasureCamp Amsterdam 2024
 
VIP High Class Call Girls Jamshedpur Anushka 8250192130 Independent Escort Se...
VIP High Class Call Girls Jamshedpur Anushka 8250192130 Independent Escort Se...VIP High Class Call Girls Jamshedpur Anushka 8250192130 Independent Escort Se...
VIP High Class Call Girls Jamshedpur Anushka 8250192130 Independent Escort Se...
 
PKS-TGC-1084-630 - Stage 1 Proposal.pptx
PKS-TGC-1084-630 - Stage 1 Proposal.pptxPKS-TGC-1084-630 - Stage 1 Proposal.pptx
PKS-TGC-1084-630 - Stage 1 Proposal.pptx
 
Dubai Call Girls Wifey O52&786472 Call Girls Dubai
Dubai Call Girls Wifey O52&786472 Call Girls DubaiDubai Call Girls Wifey O52&786472 Call Girls Dubai
Dubai Call Girls Wifey O52&786472 Call Girls Dubai
 
办理(Vancouver毕业证书)加拿大温哥华岛大学毕业证成绩单原版一比一
办理(Vancouver毕业证书)加拿大温哥华岛大学毕业证成绩单原版一比一办理(Vancouver毕业证书)加拿大温哥华岛大学毕业证成绩单原版一比一
办理(Vancouver毕业证书)加拿大温哥华岛大学毕业证成绩单原版一比一
 
Call Us ➥97111√47426🤳Call Girls in Aerocity (Delhi NCR)
Call Us ➥97111√47426🤳Call Girls in Aerocity (Delhi NCR)Call Us ➥97111√47426🤳Call Girls in Aerocity (Delhi NCR)
Call Us ➥97111√47426🤳Call Girls in Aerocity (Delhi NCR)
 
Predictive Analysis - Using Insight-informed Data to Determine Factors Drivin...
Predictive Analysis - Using Insight-informed Data to Determine Factors Drivin...Predictive Analysis - Using Insight-informed Data to Determine Factors Drivin...
Predictive Analysis - Using Insight-informed Data to Determine Factors Drivin...
 
ASML's Taxonomy Adventure by Daniel Canter
ASML's Taxonomy Adventure by Daniel CanterASML's Taxonomy Adventure by Daniel Canter
ASML's Taxonomy Adventure by Daniel Canter
 
Beautiful Sapna Vip Call Girls Hauz Khas 9711199012 Call /Whatsapps
Beautiful Sapna Vip  Call Girls Hauz Khas 9711199012 Call /WhatsappsBeautiful Sapna Vip  Call Girls Hauz Khas 9711199012 Call /Whatsapps
Beautiful Sapna Vip Call Girls Hauz Khas 9711199012 Call /Whatsapps
 
EMERCE - 2024 - AMSTERDAM - CROSS-PLATFORM TRACKING WITH GOOGLE ANALYTICS.pptx
EMERCE - 2024 - AMSTERDAM - CROSS-PLATFORM  TRACKING WITH GOOGLE ANALYTICS.pptxEMERCE - 2024 - AMSTERDAM - CROSS-PLATFORM  TRACKING WITH GOOGLE ANALYTICS.pptx
EMERCE - 2024 - AMSTERDAM - CROSS-PLATFORM TRACKING WITH GOOGLE ANALYTICS.pptx
 
Effects of Smartphone Addiction on the Academic Performances of Grades 9 to 1...
Effects of Smartphone Addiction on the Academic Performances of Grades 9 to 1...Effects of Smartphone Addiction on the Academic Performances of Grades 9 to 1...
Effects of Smartphone Addiction on the Academic Performances of Grades 9 to 1...
 
From idea to production in a day – Leveraging Azure ML and Streamlit to build...
From idea to production in a day – Leveraging Azure ML and Streamlit to build...From idea to production in a day – Leveraging Azure ML and Streamlit to build...
From idea to production in a day – Leveraging Azure ML and Streamlit to build...
 
Building on a FAIRly Strong Foundation to Connect Academic Research to Transl...
Building on a FAIRly Strong Foundation to Connect Academic Research to Transl...Building on a FAIRly Strong Foundation to Connect Academic Research to Transl...
Building on a FAIRly Strong Foundation to Connect Academic Research to Transl...
 
High Class Call Girls Noida Sector 39 Aarushi 🔝8264348440🔝 Independent Escort...
High Class Call Girls Noida Sector 39 Aarushi 🔝8264348440🔝 Independent Escort...High Class Call Girls Noida Sector 39 Aarushi 🔝8264348440🔝 Independent Escort...
High Class Call Girls Noida Sector 39 Aarushi 🔝8264348440🔝 Independent Escort...
 
专业一比一美国俄亥俄大学毕业证成绩单pdf电子版制作修改
专业一比一美国俄亥俄大学毕业证成绩单pdf电子版制作修改专业一比一美国俄亥俄大学毕业证成绩单pdf电子版制作修改
专业一比一美国俄亥俄大学毕业证成绩单pdf电子版制作修改
 
Indian Call Girls in Abu Dhabi O5286O24O8 Call Girls in Abu Dhabi By Independ...
Indian Call Girls in Abu Dhabi O5286O24O8 Call Girls in Abu Dhabi By Independ...Indian Call Girls in Abu Dhabi O5286O24O8 Call Girls in Abu Dhabi By Independ...
Indian Call Girls in Abu Dhabi O5286O24O8 Call Girls in Abu Dhabi By Independ...
 
9654467111 Call Girls In Munirka Hotel And Home Service
9654467111 Call Girls In Munirka Hotel And Home Service9654467111 Call Girls In Munirka Hotel And Home Service
9654467111 Call Girls In Munirka Hotel And Home Service
 
办理学位证纽约大学毕业证(NYU毕业证书)原版一比一
办理学位证纽约大学毕业证(NYU毕业证书)原版一比一办理学位证纽约大学毕业证(NYU毕业证书)原版一比一
办理学位证纽约大学毕业证(NYU毕业证书)原版一比一
 
GA4 Without Cookies [Measure Camp AMS]
GA4 Without Cookies [Measure Camp AMS]GA4 Without Cookies [Measure Camp AMS]
GA4 Without Cookies [Measure Camp AMS]
 

data_science_introduction_for beginners.pptx

  • 2. Data Visualization What is Data Visualization? Communicate complex data and insights Effective and Efficient Patterns, trends, and relationships can be identified more easily than through raw data alone. Business Finance Marketing Science Engineering Purpose Application Fields
  • 3. Reporting What is Reporting? Financial Performance Sales data Marketing Analytics Customer Feedback Operational Efficiency Range of Topics Forms of Report Dashboards Scorecards Charts Tables Written Summaries
  • 4. Data Story Telling What is Data Story Telling? • Helps to make sense of data • Understand meaning and implications in a more human way • Can create more compelling and impactful narratives • Helps to bridge the gap between data and decision making • Can make insights and implications of data more accessible and actionable. • Powerful communication tool
  • 5. Dashboard What is Dashboard? Consist of several visual elements that are often interactive. Can be customized to suit the needs of different users. Provide a real-time snapshot of performance Can be used by wide range of stakeholders
  • 7. Overview Connect, visualize and share data Help easily analyse and visualize Highly intuitive and user-friendly Create visualizations that can be easily shared Connects to wide variety of data sources Offers advanced features Interactive dashboards
  • 8. Product Category • Self-service • Create interactive visualizations, reports and dashboards • Connect to various data sources Tableau Desktop • Data preparation tool • Perform data cleaning, profiling, transformation and validation tasks Tableau Prep • Enterprise-level analytics platform • Securely share data and insights across an organization. • Can be deployed on-premise or in cloud Tableau Server • Cloud-based version of Tableau Server • Allow to access and share data visualizations, reports and dashboards from anywhere Tableau Online • Mobile app • Enables to view and share dashboards, reports and visualizations from mobile devices. Tableau Mobile
  • 10. Data import in tableau 1 2 3 4
  • 11. 5 6
  • 12. Charts and Datatypes Charts Bar chart •Used to compare values across different categories Line Chart •Used to show trends and patterns overtime Scatter Plot •Used to visualize the relationship between two continuous variables Heat Map •Used to show distribution of values across two categorical variables Tree Map •Used to display hierarchical data Pie Chart •Used to show the proportion of different categories in a dataset Datatypes Continuous Data • Data that can take any value within a range. Categorical Data • Data that falls into distinct categories Discrete Data • Data that can only take certain values Geographic Data • Data that is associated with a geographic location Time-series Data • Data that is collected over-time
  • 16. Groups & Sets Groups  Groups are created by combining multiple values within a dimension into a single group.  Once a group is created, it can be used like any other dimension in Tableau  Groups can also be used to create hierarchical structures Sets  Sets are created by defining a specific condition.  Once a set is created, it can be used like a dimension or measure in Tableau  Sets can also be used to create comparative analyses
  • 20. 10 11
  • 21. Hierarchy & Calculated Field Hierarchy  Hierarchy is a feature in Tableau that allows users to organize data into a logical structure by creating a hierarchical relationship between two or more dimensions.  It can be used in the same way as any other dimension in Tableau.  Hierarchies can also be used to create calculated fields, such as the sum of sales by category and subcategory.  Allows to organize and analyze data in a structured and meaningful way. Calculated Field  Calculated fields in Tableau are user-defined expressions that allow users to perform complex calculations on their data.  It can be used in the same way as any other field in Tableau.  Calculated fields can be used to perform a wide range of calculations.  Allows users to perform complex calculations on their data and gain deeper insights
  • 26. Reference line & Parameters Reference Line  Reference lines in Tableau are horizontal or vertical lines that are added to a visualization to represent a benchmark, goal, or threshold value.  It can be customized further by editing its properties.  It can also be used to create more advanced analyses. Parameters  Parameters in Tableau are user-defined inputs that allow users to control certain aspects of their analysis or visualization.  Once the parameter is created, it can be used in a variety of ways, such as filter, control calculations, control visualizations, create a dashboard.  Allows users to control their analysis and visualization in a flexible and dynamic way.
  • 28. 6
  • 29. Forecasting & Clustering Forecasting  Forecasting in Tableau is a feature that allows users to create predictive models based on their data and use them to forecast future values or trends.  Once the forecast is created, it can be displayed in a variety of ways, such as a line chart, area chart, or bar chart.  Allows users to predict future values or trends based on their data. Clustering  Clustering in Tableau is a feature that allows users to group similar data points together based on their characteristics or attributes.  Once the clusters are created, they can be displayed in a variety of ways, such as a scatter plot, bubble chart, or heat map.  Allows users to group similar data points together and discover new insights in their data
  • 32. What-If Analysis  What-If Analysis in Tableau is a feature that allows users to explore different scenarios and understand the impact of changes on their data.  It allows users to adjust one or more parameters or variables and see how the changes affect the results.  Allows users to explore different scenarios and understand the impact of changes on their data.  It provides a way to identify the best course of action and make informed decisions based on the insights gleaned from the analysis.
  • 36. Dashboard layout  Dashboard layout in Tableau is an important aspect of creating an effective and visually appealing dashboard.  It refers to the arrangement and sizing of the various components on the dashboard, including sheets, filters, text, and images.  A well-designed dashboard layout can help users quickly and easily understand the insights presented in the visualization and facilitate effective decision-making.  It requires careful consideration of the size, arrangement, and placement of the various components, as well as an understanding of the needs and preferences of the audience.  Can create a visually appealing and informative dashboard that effectively communicates the insights provided by the data.
  • 39. 6 7
  • 40. 8
  • 41.
  • 42. Stories  Stories in Tableau allow users to create a narrative around a set of visualizations, providing context, insight, and commentary on the data presented.  A Tableau story is a sequence of worksheets or dashboards that are organized into a narrative flow, with each component providing a different perspective or insight on the data.  By combining multiple visualizations with supporting text and images, a Tableau story can engage and inform viewers, helping them to understand the context, significance, and implications of the data.
  • 45. 6 7 8
  • 46. Joins  Joins in Tableau are used to combine data from two or more tables into a single view or visualization.  Tableau supports several types of joins, including: inner joins, left outer joins, right outer joins, and full outer joins.
  • 48. Report building and Data Analysis Connect to data source Create new worksheet Create visualizations Add filters Add calculations Create dashboards Use data blending Share the report Perform data Analysis
  • 49. PDF/PPT import generation  Tableau allows you to import and export reports in various file formats, including PDF and PowerPoint. 1 2 3