twiz

Your Twitter Account Data Analysis & Visualization Tool <3

Table of Contents

• Why did you create this project ?
• Where did you get all these data ?
• How do I install it ?
• How do I use it ?
• What's inside box ?

Motivation

Being a data hunter ( yeah, you read it correct ), I love to collect data & analyze it for finding hidden patterns in it.

That's why I downloaded my Twitter account data archive & started analyzing it. This tool can be used for analyzing your twitter account data without sending any of it to remote machines.

I'm adding some features here, if you feel some improvements can be done there, please feel free to contact me or you can always raise a PR.

Data

For obtaining your copy of Twitter account data archive, follow this.

Installation

twiz can be downloaded from PyPI. Make sure you've python ( >=3.7 ) installed.

python3 -m pip install -U twiz

Usage

If you've added default pip installation path to system PATH variable, then it can be invoked as below.

twiz path-to-twitter-data.zip sink/

Features

• Followers & Followings

  • Twitter Followers And Followings Per Cent
  • Twitter Followers & Followers whom you're following vs Twitter Followings & Followings who're following you

• Likes

  • Top 10 Twitter #HASHTAGS found in tweets liked by YOU
  • Top 10 @TaggedTwitterUsers found in tweets liked by YOU
  • Top 10 Emojis found in tweets liked by YOU

• Advertisement

  • Engagements
    • Twitter Ads for YOU, by target device type
    • Twitter Ads for YOU, by on-screen display location
    • Twitter Ads for YOU, grouped by target Device Type & on-screen Ad Display Location
    • Twitter Ads YOU engaged in, grouped by Advertiser Names
    • Top 15 Twitter Ad Engagement Types used in YOUR case
    • Top 15 Twitter Advertisers with respective Engagement Types for YOU
    • Twitter Ad targeting criterias used by top X advertisers for YOU
    • Top X Advertisement Target Criterias used for YOU on Twitter
    • {Locations, Age, Follower look-alikes, Platforms, ...} -used as Twitter Ad Target Criterias
    • Top 20 Twitter #HashTags found in Promoted Tweets for YOU
    • Top 3 #HashTags in tweets promoted by top 10 advertisers, targeting YOU
    • Top X @taggedUsers in promoted tweets targeting YOU

• Tweets

  • Top X #HashTags in tweets by YOU
  • Top X @UserMentions in tweets by YOU
  • Word Cloud of #HashTags in tweets by YOU
  • Word Cloud of @MentionedUsers in tweets by YOU

This section will keep getting populated ;)