Hemingway_Analysis

This is a basic text analysis project based on Hemingway's novels and output as storytelling reports based on data.

Topic 1

A Summary of Hemingway's advice on writing

Technique used :
code: Wordclouds.py

Topic 2

A Data Visualization report based on Hemwaying's six novels

Technique used :
Web Scraping using BeautifulSoup
Text Preprocessing
Data Visualization: histogram,lineplot，heatmap

Topic 3

Analysis of Hemingways six novels using Upsupervised Machine Learning

Technique used :
Web Scraping using BeautifulSoup
Text Preprocessing
K-means
Data Visualization: Cluster and 3D-Plot

Topic 4

Locations Heymingway Lived

Technique used :
Greedy algorithm
Data Visualization: Geopy World Map

Topic 5

A Summary of Hemingway's Life

Technique used :
A Mix of above methods