As a data scientist, I'm always interested in exporting and analyzing data, especially when it is my own data. WhatsApp is one big personal data source which I couldn't analyze so far.
Other Analyses
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 | Website |
| 43 | A healthy break-up seen through WhatsApp history | * Bar charts | |
| 80 | Kiss emojis sent |
My analysis
- weekday/weekend cycles: climate-lab-book.ac.uk/spirals