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yoOOo i may be cooked

Step 1: Reading Data

  1. Read social media data in Excel.

Step 2: Data Processing

  1. Handle missing values.

  2. Remove duplicates in all columns.

  3. Filter data to rows that you want to include in your analysis.

Step 4: Data Visualization

  1. Color code data.

  2. Social Media monitoring dashboard consisting of line chart, bar chart, pie chart, and scatter plot.

Introduction to KNIME: Social Media Dashboard


Visual Analysis of Social Media Data

This workflow reads and manipulates social media data . Then the data is visualized into dashboards.

Step 2: Data Processing

  1. Sum up like, comments, and share columns.

  2. Rename to new column.

  3. Advance data aggregation: counting the mean per date.

Step 2a: Data Cleaning

  1. Filter data to rows that you

    want to include in your

    analysis

RAW social media data
Excel Reader
Remove missing values
Missing Value
Remove duplicate values
Duplicate Row Filter
Select "post", "likes", "comments", & "share" column
Column Filter
Select "sentiment_of_post" column
Column Filter
aggregate: likes+share+comments
Expression
aggregate Likes(mean)by date
GroupBy
Select "number of followers" & "Engagement" column
Column Filter
Rename new column to ENGAGEMENT
Column Renamer
Color Manager
Color Manager
visualization

Nodes

Extensions

Links