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Amarachi's Projects

django icon django

The Web framework for perfectionists with deadlines.

models icon models

Models and examples built with TensorFlow

pycon2020 icon pycon2020

Heroku PyCon Workshop, updated for a new year

twitter-network-analysis icon twitter-network-analysis

The #EndSARS is a decentralized social movement and a series of mass peaceful protests against police brutality in Nigeria. The protests abruptly ended on the 20th of October 2020, when members of the armed forces opened fire at unarmed civilians during one of the protests in Lekki, a wealthy suburb of Lagos. On the 20th of October 2021, Nigerians celebrated the memorial of their fallen heroes killed unjustly by the government. Another round of protests took place both online and physically with the hashtag #EndSARSMemorial. This report focuses on the process of collecting tweets from online protests and performing network analysis on them. It will show the analysis of the sentiments perceived from the tweets and words co-occurrence also using a graph.

web-scraping-and-comparison-analysis icon web-scraping-and-comparison-analysis

For this mini-project, I would be trying to compare news from the first 2weeks in December 2019 and the first 2 weeks in December 2020 by categorizing the news articles based on their title. These topic categories are decided arbitrarily.

yolox icon yolox

YOLOX is a high-performance anchor-free YOLO, exceeding yolov3~v5 with MegEngine, ONNX, TensorRT, ncnn, and OpenVINO supported. Documentation: https://yolox.readthedocs.io/

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