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数据分析科普 3–可视化工具大PK

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Slide 1

Process Flow of Data Analysis

  • Objectives
  • Clean data
  • Collect data
  • Apply Data Visualization
  • Interpret Analytical Methods

Slide 2

可视化—Data Visualization

Advantages:

  • 直观形象

Types:

  • Table/report
  • Graph/Chart
  • Cube
  • Dashboard
  • © 2020 iData Global

Slide 3

可视化—Data Visualization

黄金定律:

  1. 数字准确
  2. 图形简单
  3. 充分利用空间
  4. Options: Line, Area Chart, etc.

可视化—Data Visualization

Slide 5

Three Big software groups:

  • Manually create graph: Excel
  • Programming: SAS programming, Python programming, R programming
  • Drag and drop: current mainstream of Analytics and Business intelligence platform (ABI)

Three Big software groups:

  • Excels: Office Calculation, report: pivot table, Chart
  • Disadvantage : No free, Small dataset, heavy manual works, NOT Quick Decision Making

Slide 7

Three Big software groups: Programming

  1. SAS: Base, sas/graph
  2. Python: matplotlib, seaborn, plotly
  3. R: R base, ggplot2, plotly

Three Big software groups: Drag and drop

  1. Power bi
  2. Tableau
  3. Qlik

Gartner names 12 mandatory and common features of such a platform.

  • Data visualization
  • Governance
  • Reporting
  • Analytics Catalog
  • Data preparation
  • Data science integration
  • Automated insights
  • Metrics layer
  • Data storytelling
  • Natural language query (NLQ)
  • Collaboration
  • Composability

This year’s Leaders are:

  • Microsoft
  • Salesforce (Tableau)
  • Oracle
  • ThoughtSpot
  • Google
  • Qlik
  • (1)  Leading Data Visualization Tool
  • (2) Apply in small, medium, large companies
  • (3) Drag and Drop, few programming
  • Tableau public : Free
  • Tableau desktop: 14 days free trial

Our training courses:

  • (1) exchange various data
  • (2) basic workview design
  • (3) Advanced workview design
  • (4) Advanced application of Tableau in BI
  • (5) dashboard design
  • (6) Tell Stories
  • (7) Real projects: retail sale; customer service
  • (8) Resume and interview

Leading BI Tool by Microsoft

  • a cloud-based business intelligence service
  • user-friendly tool offering impressive drag-and-drop features and self-service capabilities
  • Affordability: free desktop version; $9.99 per month for cloud service
  • Custom Visualizations: chart, map, R script, Python

Our courses:

  • (1) exchange data
  • (2) Shape data with power queries
  • (3) Create Data Model
  • (4) Basic visualization types
  • (5) Advanced types: maps , Gauge, etc
  • (6) R script
  • (7) real project/ resume/interview

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