Showing posts with label Data science. Show all posts
Showing posts with label Data science. Show all posts

Wednesday, December 7, 2022

N-grams for text processing

N-gram is an N sequence of words. It can be a unigram (one word), bigram (sequence of two words), trigram (sequence of three words), and so on. It focuses on a sequence of words. Such a method is very useful in speech recognition and predicting input text. It helps us to predict the next words that could occur in a given sequence. Search engines also use the n-gram technique...

Friday, August 14, 2020

Covid-19 Data Visualization across the World using Choropleth map

IntroductionThis project visualizes the Covid-19 data (i.e. Total cases, Deaths and Recoveries) across various Provinces and Districts of Nepal as of 12th August, 2020. Geojson file of Nepal's states and districts have been used. Also python library i.e. Folium has been used to generate Choropleth map whose geo_data value is the geojson of Nepal.The libraries imported are:Data...

Covid-19 Data Visualization of Nepal using Choropleth map

IntroductionThis project visualizes the Covid-19 data (i.e. Total cases, Deaths and Recoveries) across various Provinces and Districts of Nepal as of 9th August, 2020. Geojson file of Nepal's states and districts have been used. Also python library i.e. Folium has been used to generate Choropleth map whose geo_data value is the geojson of Nepal.The libraries imported are:Data...

Monday, July 27, 2020

Data Science Capstone project - The battle of neighborhoods in Dubai

1. Introduction/ Business understanding 1.1 Description of problem Recently, the 13th edition of IPL (Indian Premier League) has been announced amid coronavirus pandemic and UAE has been chosen as the host country. The league is slated to commence from 19th of September, 2020. There has been ongoing discussion regarding the entry of audience in the stadium. The dataset...