Leverage Twitter API v2 to analyze tweet metrics such as impressions and profile clicks over time.

Overview

Tweetmetric

Tweetmetric allows you to track various metrics on your most recent tweets, such as impressions, retweets and clicks on your profile.

example image

The code is in Python, and the frontend uses Dash (a Plotly web interface). Tweetmetric uses Redis as a fast database

Install and run

Installation

Run the following commands to install the project and start Redis:

pip install redis dash pandas tweepy pytz
sudo apt install redis
redis-server

If you want the database to be persistent after reboots, enable Redis AOF by adding appendonly yes to your Redis configuration file (usually in /etc/redis/redis.conf)

Getting Twitter tokens

Tweetmetric uses private metrics that can only be accessed by the Tweet's owner. You need to provide your API keys to the program so it can work.

  • Request a Twitter API key on The Twitter developer portal. This only takes a couple minutes, you need to have a verified phone number on your account.
  • Generate a user token for the app you just created on the developer dashboard
  • You should now have 5 secrets provided by Twitter. Store them in their corresponding strings inside api_secrets.py

Start

Your environment should be ready now. To run the server in background :

./launch.sh

This command displays server logs, but exiting with Ctrl-C will not kill the server.

Owner
Mathis HAMMEL
Competitive programmer, CTF player
Mathis HAMMEL
Analyzing Covid-19 Outbreaks in Ontario

My group and I took Covid-19 outbreak statistics from ontario, and analyzed them to find different patterns and future predictions for the virus

Vishwaajeeth Kamalakkannan 0 Jan 20, 2022
DataPrep β€” The easiest way to prepare data in Python

DataPrep β€” The easiest way to prepare data in Python

SFU Database Group 1.5k Dec 27, 2022
Uses MIT/MEDSL, New York Times, and US Census datasources to analyze per-county COVID-19 deaths.

Covid County Executive summary Setup Install miniconda, then in the command line, run conda create -n covid-county conda activate covid-county conda i

Ahmed Fasih 1 Dec 22, 2021
Python package for analyzing sensor-collected human motion data

Python package for analyzing sensor-collected human motion data

Simon Ho 71 Nov 05, 2022
Weather analysis with Python, SQLite, SQLAlchemy, and Flask

Surf's Up Weather analysis with Python, SQLite, SQLAlchemy, and Flask Overview The purpose of this analysis was to examine weather trends (precipitati

Art Tucker 1 Sep 05, 2021
A data analysis using python and pandas to showcase trends in school performance.

A data analysis using python and pandas to showcase trends in school performance. A data analysis to showcase trends in school performance using Panda

Jimmy Faccioli 0 Sep 07, 2021
A pipeline that creates consensus sequences from a Nanopore reads. I

A pipeline that creates consensus sequences from a Nanopore reads. It clusters reads that are similar to each other and creates a consensus that is then identified using BLAST.

Ada Madejska 2 May 15, 2022
Very basic but functional Kakuro solver written in Python.

kakuro.py Very basic but functional Kakuro solver written in Python. It uses a reduction to exact set cover and Ali Assaf's elegant implementation of

Louis Abraham 4 Jan 15, 2022
Show you how to integrate Zeppelin with Airflow

Introduction This repository is to show you how to integrate Zeppelin with Airflow. The philosophy behind the ingtegration is to make the transition f

Jeff Zhang 11 Dec 30, 2022
TheMachineScraper πŸ±β€πŸ‘€ is an Information Grabber built for Machine Analysis

TheMachineScraper πŸ±β€πŸ‘€ is a tool made purely for analysing machine data for any reason.

doop 5 Dec 01, 2022
VHub - An API that permits uploading of vulnerability datasets and return of the serialized data

VHub - An API that permits uploading of vulnerability datasets and return of the serialized data

AndrΓ© Rodrigues 2 Feb 14, 2022
GWpy is a collaboration-driven Python package providing tools for studying data from ground-based gravitational-wave detectors

GWpy is a collaboration-driven Python package providing tools for studying data from ground-based gravitational-wave detectors. GWpy provides a user-f

GWpy 342 Jan 07, 2023
Nobel Data Analysis

Nobel_Data_Analysis This project is for analyzing a set of data about people who have won the Nobel Prize in different fields and different countries

Mohammed Hassan El Sayed 1 Jan 24, 2022
A lightweight, hub-and-spoke dashboard for multi-account Data Science projects

A lightweight, hub-and-spoke dashboard for cross-account Data Science Projects Introduction Modern Data Science environments often involve many indepe

AWS Samples 3 Oct 30, 2021
Reading streams of Twitter data, save them to Kafka, then process with Kafka Stream API and Spark Streaming

Using Streaming Twitter Data with Kafka and Spark Reading streams of Twitter data, publishing them to Kafka topic, process message using Kafka Stream

Rustam Zokirov 1 Dec 06, 2021
An Aspiring Drop-In Replacement for NumPy at Scale

Legate NumPy is a Legate library that aims to provide a distributed and accelerated drop-in replacement for the NumPy API on top of the Legion runtime. Using Legate NumPy you do things like run the f

Legate 502 Jan 03, 2023
Convert monolithic Jupyter notebooks into Ploomber pipelines.

Soorgeon Join our community | Newsletter | Contact us | Blog | Website | YouTube Convert monolithic Jupyter notebooks into Ploomber pipelines. soorgeo

Ploomber 65 Dec 16, 2022
A Python 3 library making time series data mining tasks, utilizing matrix profile algorithms

MatrixProfile MatrixProfile is a Python 3 library, brought to you by the Matrix Profile Foundation, for mining time series data. The Matrix Profile is

Matrix Profile Foundation 302 Dec 29, 2022
Top 50 best selling books on amazon

It's a dashboard that shows the detailed information about each book in the top 50 best selling books on amazon over the last ten years

Nahla Tarek 1 Nov 18, 2021
Stitch together Nanopore tiled amplicon data without polishing a reference

Stitch together Nanopore tiled amplicon data using a reference guided approach Tiled amplicon data, like those produced from primers designed with pri

Amanda Warr 14 Aug 30, 2022