LinkBandaid

A tool to fix broken links in your github repo

Backend : https://github.com/AnushM55/linkbandaid_backend-api

Interactive visualization of Mass Mobilisation data

About the dataset

The dataset is sourced from Mass mobilisation data project dataverse It covers protest data from 162 countries between 1990 and March 2020. For each protest event, the project records protester demands, government responses, protest location, and protester identities.

What I did

Data cleaning

• Removed NA values , removed inconsistent data
• Streamlined country codes : for example, Yugoslavia , which was dissolved in early nineties and Serbia , which was a country that was formed later in the same region, contained the same country code.
• Removed irrelevant columns ( such as news source )

Data transformation

• The fetched data source had 20+ columns . I transformed the big table into five different tables as a star schema.

• Defined relations between the five tables. Removed duplicates wherever necessary

Data visualization

• I visualized country-wise total protestor count in a bar chart
• I represented year-wise protestor count in a line chart.
• Choosing the country in the former would affect the later

Things to be done

• Improved visualization of other key findings such as response type for each protest
• Modifying data values ( from boolean to numbers ) to perform better aggregation of certain types of columns

Inferences

• Will be updated once the project is complete

Project source

• You can check out the project files here

hello world

2024/08/16

This is my first post

A sample markdown post to start

Similarity

2024/10/05

You , the reader and I are closer than ever before in human history. Only constraints are your internet speed and the render time of this site.

What we know of each other is more or less the same. We share the experience of being human. To read , to write , to speak , to share information are some more things we might have in common. We both have a rough idea of what's happening in the world at the moment. Our interpretations may vary , though , and its alright as long as we get the general idea.

What we know as knowledge is stored away in the next tab. What we both don't know might be stored there or is waiting to be uploaded.

We both are made of the same content. What we create is also similar,content that a human is capable of creating. In OOP terms, We are all instances of the same class, constructed with different parameters and destructed eventually.

And we are getting closer to each other.

Faster internet speeds , increased coverage , increased translation features emerge as I type.

Much more innovation may happen before you can read this.

By the time you read this, Hope our levels of mutual respect align on a way never seen before.

Hope the conditions we live in match.

Hope our differences dissolve away in the stream of time.

Hope we both be kinder to each other and to others of our kind.

Hope you and I would be the same one day.