https://github.com/adilmoujahid/kaggle-talkingdata-visualization

Source code for blog post: Interactive Data Visualization of Geospatial Data using D3.js, DC.js, Leaflet.js and Python
https://github.com/adilmoujahid/kaggle-talkingdata-visualization

Last synced: 3 months ago
JSON representation

Source code for blog post: Interactive Data Visualization of Geospatial Data using D3.js, DC.js, Leaflet.js and Python

• Host: GitHub
• URL: https://github.com/adilmoujahid/kaggle-talkingdata-visualization
• Owner: adilmoujahid
• Created: 2016-07-21T16:28:15.000Z (over 8 years ago)
• Default Branch: master
• Last Pushed: 2016-12-13T18:34:14.000Z (almost 8 years ago)
• Last Synced: 2024-07-18T17:53:15.638Z (4 months ago)
• Language: JavaScript
• Homepage: http://adilmoujahid.com/posts/2016/08/interactive-data-visualization-geospatial-d3-dc-leaflet-python/
• Size: 970 KB
• Stars: 338
• Watchers: 27
• Forks: 138
• Open Issues: 2
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

README

        
Source Code for my blog post: [Interactive Data Visualization of Geospatial Data using D3.js, DC.js, Leaflet.js and Python](http://adilmoujahid.com//posts/2016/08/interactive-data-visualization-geospatial-d3-dc-leaflet-python/)

![](data-viz-talkingdata.gif)

#Dependencies

You need ```Python``` 2.7.x and 3 ```Python``` libraries: ```Pandas```, ```Flask```, ```Shapely```.

The easiest way to install ```Pandas``` is to install it as part of the [Anaconda distribution](https://www.continuum.io/downloads).

You can install ```Flask``` and ```Shapely``` using ```pip```.

```

pip install flask shapely

```

#How to run the code

1. Install all Python dependencies

2. Download the dataset (gender_age_train.csv, events.csv, phone_brand_device_model.csv) from [Kaggle](https://www.kaggle.com/c/talkingdata-mobile-user-demographics/data). You need to create a Kaggle account and agree to the competition rules to download the data.

3. Save the dataset in the ```input``` folder.

4. From the root folder, run ```python app.py```

#Visit my Blog : http://adilmoujahid.com