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Osmnx Examples ⭐ 1,381

Gallery of OSMnx tutorials, usage examples, and feature demonstations.

Ppde642 ⭐ 1,244

USC urban data science course series with Python and Jupyter

Covid19_mobility ⭐ 257

COVID-19 Mobility Data Aggregator. Scraper of Google, Apple, Waze and TomTom COVID-19 Mobility Reports🚶🚘🚉

Urban Informatics And Visualization ⭐ 177

Urban Informatics and Visualization (UC Berkeley CP255)

Open Cities Ai Challenge ⭐ 110

Winners of the Open Cities AI Challenge competition

Sidewalkwidths Nyc ⭐ 91

Measuring sidewalk widths for NYC using sidewalk outlines.

Encode Attend Navigate ⭐ 74

Learning Heuristics for the TSP by Policy Gradient

All meetup contents

Global Indicators ⭐ 70

An open-source tool for calculating spatial indicators for healthy, sustainable cities worldwide using open or custom data.

Covid 19 ⭐ 63

Modelling the disease spread

Road Network Predictability ⭐ 59

Metrotwitter ⭐ 48

What Twitter reveals about the differences between cities and the monoculture of the Bay Area

Visitationlaw ⭐ 46

The universal visitation law of human mobility (Nature)

Mckinsey Smartcities Traffic Prediction ⭐ 38

Adventure into using multi attention recurrent neural networks for time-series (city traffic) for the 2017-11-18 McKinsey IronMan (24h non-stop) prediction challenge

Jupyterlab_city Lights Theme ⭐ 37

A port of the City Lights theme for JupyterLab

Localebnb ⭐ 36

My capstone project for Galvanize (Zipfian Academy)

Lucky Parking ⭐ 33

Visualization of parking data to assist in understanding of the effects of parking policies on a neighborhood by neighborhood basis in the City of Los Angeles

Vietnamese News Classification ⭐ 26

We use LSTM, BiLSTM, BERT and SVM with TF-IDF, Word2vec and Bag-of-words to classify this documents to positive (labeled as 1), neutral (labeled as 0) and negative (labeled as 2)

Citychef ⭐ 23

Zillow_scraper ⭐ 21

Repo for Zillow Web scraper

Python package for data handling and scenario generation of city districts

Tianchi Ijcai 18 ⭐ 20

阿里妈妈搜索广告转化预测

Open Impact ⭐ 20

To help quickstart impact work with Satellogic [hyperspectral] data

Computational Image Of The City ⭐ 18

Notebooks and functions to extract the Computational Image of the City

Nosfinanceslocales_scraper ⭐ 17

Scrape financial data of cities, EPCI, departments and regions

Global Temperature Change Prediction ⭐ 17

A Data Science project that uses an ARIMA model for Time Series Forecasting, to predict the temperature of any given city across a specific time period.

Machine Learning Experiments with scikit-learn, Deep learning with Keras, TensorFlow and Pytorch. Data Science examples for various datasets and competitions from Kaggle and Analytics Vidhya.

An Airbnb price prediction model. Built by Dino Rodriguez, Chase Davis, and Ayomide Opeyemi.

SnapLoc is a product that does automatic image classification and spatio-temporal analysis in order to recommend the places of interest in a new city. The packages that I have used for creating the product are Python(Pandas, NumPy, Shapely, Keras, Leaflet) and TensorFlow

Bicimad Data Analysis ⭐ 12

🚴‍♀️ BiciMAD - Data analysis of Madrid's public bike rental service's usage data

Ggplot2 China Map ⭐ 11

Use ggplot2 to plot China map, and provide a JSON file of coordinates of major Chinese cities

Analysis Of India S Graduate Tableau ⭐ 11

A tableau project for analyzing and answering some questions relating to India's Graduates both state and city wise.

Colorado ⭐ 11

Highlighting code & projects from #city-denver and #city-boulder.

Wiki_import ⭐ 11

Import wikipedia and wikidata dumps into postgres to make them quickly accessible

Fab City Dashboard ⭐ 11

A dashboard that show the relationships between urban spaces and their networks of design, production and consumption with Maker initiatives by highlighting their supply chains, resilience and impact

Public Transport Analysis ⭐ 10

Public transport analysis in cities.

Nicar20 Geocoding Apis ⭐ 10

Geocoding APIs repo for NICAR20 session

Embeddings ⭐ 10

Pre-trained vectors for DNS embeddings

Adbscan_buildings ⭐ 10

Repository for paper "Building(s and) cities:Delineating urban areas with a machine learning algorithm", by Dani Arribas-Bel, Miquel-Angel Garcia-Lopez and Elisabet Viladecans

Citymatrix_sim_ai ⭐ 10

Agent-Based Model of the CityMatrix

City_to_state_dictionary ⭐ 9

Python dictionary with US cities as keys and corresponding states as values

Python4citygovtprocessimprovement ⭐ 9

Repo for the PY 4 CG Python for City Government Process Improvement Meet Up

Using OSMnx to find Rad Streets in any city! - https://medium.com/a-r-g-o/rad-roads-using-osmnx-6

Hsinchuhackthon_qa1999_classifiertraining ⭐ 9

Dc_crash_bot ⭐ 8

Ey Nextwave Competition ⭐ 8

Winning model for Ernst&Young NextWave Data Science Competition 2019, focused on Smart City AI.

Argcovidapi ⭐ 8

Python API for working with Santa Fe (Argentina) COVID data reported

Nyc Weather Vs Taxi Analysis ⭐ 8

[Big Data Analytics]Analyzing relationship between changes in weather and its impact on the city taxis

Homeless Sleeping Restrictions ⭐ 8

Analyzing a Los Angeles city council proposal aiming to limit where homeless people can sleep

Zomato Restaurants Recommendations ⭐ 8

Analyzed the High and Low rated restaurants in various cities of USA and India

Zoning Metadata ⭐ 8

Digitize Zoning Codes to estimate the Impact of SB 827

Councilmatic Scraper ⭐ 8

A fork of the OpenCivicData scraper for pulling data from existing city council sites (Legistar) and populating a database

Combinatorial Optimization ⭐ 8

The accompanying code for my article: https://becominghuman.ai/probabilistic-approaches-

Cv_streetview ⭐ 8

Deep Learning for Recognizing Cities from their Google Street View Images

Bus Route Optimization ⭐ 7

Bdit_volumes ⭐ 7

Traffic Volumes Modelling Project

Data Mining Algorithms ⭐ 7

Data mining Algorithms

Route Planner ⭐ 7

Google maps style routing algorithm to calculate the shortest path between two points using A* search algorithm.

Jupyter Paths ⭐ 7

🌇 Pure JavaScript implementation of jupyter --paths --json

Jakarta_smart_city_traffic_safety_public ⭐ 7

Identifying traffic-safety issues in CCTV footage

Python course at Hafen City University

Ada 2018 Kcmo ⭐ 7

Applied Data Analytics - sponsored by the Kauffman Foundation

Dxlab Smart Cities ⭐ 6

Repo for class assignments and projects for UC Berkeley, CP255: Urban Informatics and Visualization

Conferences ⭐ 6

Notes from conference I've attended

Instructor Repository for Launch Code 101 Kansas City Class

Tsp Route ⭐ 6

Solving the Traveling Salesman Problem using google OR-Tools.

Skyscanner Roundtrip ⭐ 6

App that lets you find multi-day multi-stop low-cost roundtrips around Europe, US or any other continent.

Dashboards for exploring Melbourne City Council Pedestrian traffic

Danger Cyclists ⭐ 6

Jacobs_urban_planning ⭐ 6

Code to repeat some experiments of the paper "The Death and Life of Great Italian Cities: A Mobile Phone Data Perspective"

Content Based Live Music Recommender ⭐ 5

I used audio features extracted from mp3s and from Spotify's API to recommend a playlist of songs by artists with upcoming shows in a given city.

Airbnb Analysis ⭐ 5

Data analysis of AirBnb website history in the city of Rio de Janeiro

Melbourne Walking ⭐ 5

Web scraping, data gathering, cleaning and visualization exercise in R

Knoxville Opendata Notebooks ⭐ 5

Investigate Knoxville, Tennessee's Open Data!

Spatio Temporal Crime Analysis Time Series Nyc ⭐ 5

This project gives an overview of crime time analysis in New York City . We have created Python Jupyter notebooks for spatial analysis of different crime types in the city using Pandas, Numpy, Plotly and Leaflet packages. As a second part to this analysis, we worked on ARIMA model on R for predicting the crime counts across various localities in the city based on correlations of various demographics correlation in each locality.

Data Science ⭐ 5

This repository was built with the objective of storing the source codes used in the data analysis process, in addition to presenting possible questions to be answered in each analysis process, as well as the results obtained.

Data-Driven Planning for Sustainable Tourism in Tuscany

📊 Deploy an "illegal" SOC to manage vulnerabilities on your city servers in minutes.

Av_jantahack Iot Timeseries ⭐ 5

Rank-1 Solution.

Robot Dance ⭐ 5

Optimization for designing mitigations protocols for Covid-19

Excel To Python Data Science Intro 000 ⭐ 5

Landscape_or_cityscape ⭐ 5

A project to train a CNN to determine if a picture is of a city or of a natural landscape

Rats In The Restaurants ⭐ 5

A group project that analyzes data on restaurant inspections and violations as well as community health in Los Angeles and uses a machine learning model to predict whether a restaurant is likely to have a health violation.

Property Violations Settlement ⭐ 5

Analyzing Kansas City's open data on property violations

Smartx Project ⭐ 5

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