Hashtag to Map: Transforming

Zombie data to Maps

Rex G Cammack and Paul HuntUniversity of Nebraska Omaha University of Nebraska Lincoln

Work Flow

Problem Dream Past Development Current Flow Take a Look Future

Problem

Understanding how Fans are Spatial Distributed Does Geographic Theory Apply Can We use Social Media to Examine

the Spatial Context in Depth

DreamTheory

Create an information flow from Social Media to User that goes below the surface of community expression

Practice

View of the now and then Accessible

Open Data Enhancement Interpreted

Past DevelopmentYear 1

Geo Fences for data gathering What are my Hashtags Student Research

Geo Gathering Internal Server Applications

Year 2

Defined Searches by #### Cloud Application Partial Data Collection

eeK!

Current FlowTwitter

Built a Twitter Application Query the Twitter Hose Geo Event – isolating Team

Hushtags

Amazon Cloud

Hosted Work Flow GeoEvent - ArcGIS Server IIS - Python to CGI

Geo Event to Mongo Mongo – a nonSQL database Hosting Mongo Database service Get Request Server Side Script -

Python CGI to Query Mongo Server Side Script – Format to JSON Passes – JSON back to Client

Current Work FlowClient Application

We make many App Widgets Demo in a moment

Enliven Data

Raw Twitter data to Mongo Started on August 31 2016 10.5 million Raw 415,000 Geo location 200,000 Post Processed Script to Enliven the Data

and add to new Mongo Database

Take a LookOSU 1 Week OSU 4 Weeks

WATCH OUT!!!

FutureMapping

Better Client Mapping Complex Visualizations

Point Clusters Team – Rivals –

Conference Others

Data

Teams Natural Language Processing

Juke tweets Ad tweets Theme Tweets Team Sentiment

Think Fan Chernov Face Location Enhancements

Distance to Team Distance to Home Away Tweets

Thank You----- Questionshttp://icc2017.org/ ICA Maps and the Internet Commission 2017