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WhatsApp Data

Contents

  • WhatsApp Data
    • Other Analysis
    • My analysis

As a data scientist, I'm always interested in exporting and analyzing data. One especially when it is my own data. WhatsApp is one big personal data source which I couldn't analyze so far.

Other Analysis

I've seen WhatsApp data analysis on r/dataisbeautiful a couple of times:

Data Set Analysis Techniques Tools
14.3k Here is the result of the chat history with my girlfriend! R, Website
6484 My Year in Facebook Messages * Radar chart D3js
982 A word Cloud I generated from the texts between my girlfriend and me * Word cloud
946 Ploting my 2 years old WhatsApp chat with my GF * Bar chart (Group by=Weekday, height=Number of images received)
* Density plot (x=Hour of the day, height=Number of messages)
205 After 3 Years of Relationship I decided to do a WhatsApp Analysis * Radar chart
* 
???
Facebook and WhatsApp message history of a four-year long-distance relationship * Line chart (x=Days, y=Number of messages on that day) * Facebook data dump and WhatsApp message backups* Python (matplotlib and imageio)
Texts received from classmates per day leading up to exams
153 WhatsApp Visualizer * Bar chart (Group by=Person, Height=Number of Messages exchanged)
* Bar chart (Group by=Person, Height=Number of words exchanged)
* Bar chart (Group by=word, Height=Count of word in the dataset)
* Pie chart (Sections=Person, Amount=Media sent by that person)
* Line chart (x=Hour of the day, y=Messages sent)
Website
4 Whatsapp Images Recieved Each Day of the Week * Bar chart (Group by=Weekday, height=Number of images received) Python
17 My WhatsApp Incoming and Outgoing Message Count since 2012 * Density plot (x=Hour of the day, height=Number of messages) Python, Chart.js
35 Group chat statistics Super nice - have a look at it! R
2 Top 10 Emojis from my Incoming and Outgoing WhatsApp Messages since 2012 * Line chart Python, Chart.js
Probability of being the first to reply per person in a group chat R, circlize
17 1 year WhatsApp history * Word cloud https://anteateranalytics.com/whatsapp
43 A healthy break-up seen through WhatsApp history * Bar charts
80 Kiss emojis sent

My analysis

  • weekday/weekend cycles: http://www.climate-lab-book.ac.uk/spirals/

Published

Dez 23, 2018
by Martin Thoma

Category

Cyberculture

Tags

  • Machine Learning 81
  • Pandas 3
  • Text Mining 1
  • WhatsApp 1

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