Using Tweets for Understanding Public Opinion During U.S. Primaries and Predi...Monica Powell
Abstract
Using social media for political analysis, especially during elections, has become popular in the past few years where many researchers and media now use social media to understand the public opinion and current trends. In this paper, we investigate methods for using Twitter to analyze public opinion and to predict U.S. Presidential Primary Election results. We analyzed over 13 million tweets from February 2016 to April 2016 during the primary elections, and we looked at tweets that mentioned either Hillary Clin- ton, Bernie Sanders, Donald Trump or Ted Cruz. First, we use the methods of sentiment analysis, geospatial analysis, net- work analysis, and visualizations tools to examine public opinion on twitter. We then use the twitter data and analysis results to propose a prediction model for predicting primary election results. Our results highlight the feasibility of using social media to look at public opinion and predict election results.
Crime Mapping & Analysis – Georgia Tech
Crime analysis is a law enforcement function that involves systematic analysis for identifying and analyzing patterns and trends in crime and disorder. Information on patterns can help law enforcement agencies deploy resources in a more effective manner, and assist detectives in identifying and apprehending suspects.
Professor Hendrik Speck - Crimeblips - Web Based Framework for Crime Incident...Hendrik Speck
Professor Hendrik Speck, Crimeblips, crime statistics, Kriminalstatistik, Polizei, Berlin, mapping, visualizing, map, analysis, visualization, hot spots, trends, incident patters, police department, law enforcement, data mining, GIS, indexing, linguistic processing, clustering, filtering, web based services, graphical user interface, University of Applied Sciences Kaiserslautern
Dan Centinello: Has the U.S Improved the Way It Runs Elections?Dan Centinello
Here, political veteran Dan Centinello shares data from the Election Performance Index (EPI), a comprehensive amalgamation of 17 key indicators that measures overall election administration in the US, that suggests increased turnout in recent election years. Their evidence implies that despite swirling rumors of rigged elections, despite reports of incredibly long lines, and despite alleged voter fraud and unprompted last-minute party switches, the United States has improved its overall election administration.
Using Tweets for Understanding Public Opinion During U.S. Primaries and Predi...Monica Powell
Abstract
Using social media for political analysis, especially during elections, has become popular in the past few years where many researchers and media now use social media to understand the public opinion and current trends. In this paper, we investigate methods for using Twitter to analyze public opinion and to predict U.S. Presidential Primary Election results. We analyzed over 13 million tweets from February 2016 to April 2016 during the primary elections, and we looked at tweets that mentioned either Hillary Clin- ton, Bernie Sanders, Donald Trump or Ted Cruz. First, we use the methods of sentiment analysis, geospatial analysis, net- work analysis, and visualizations tools to examine public opinion on twitter. We then use the twitter data and analysis results to propose a prediction model for predicting primary election results. Our results highlight the feasibility of using social media to look at public opinion and predict election results.
Crime Mapping & Analysis – Georgia Tech
Crime analysis is a law enforcement function that involves systematic analysis for identifying and analyzing patterns and trends in crime and disorder. Information on patterns can help law enforcement agencies deploy resources in a more effective manner, and assist detectives in identifying and apprehending suspects.
Professor Hendrik Speck - Crimeblips - Web Based Framework for Crime Incident...Hendrik Speck
Professor Hendrik Speck, Crimeblips, crime statistics, Kriminalstatistik, Polizei, Berlin, mapping, visualizing, map, analysis, visualization, hot spots, trends, incident patters, police department, law enforcement, data mining, GIS, indexing, linguistic processing, clustering, filtering, web based services, graphical user interface, University of Applied Sciences Kaiserslautern
Dan Centinello: Has the U.S Improved the Way It Runs Elections?Dan Centinello
Here, political veteran Dan Centinello shares data from the Election Performance Index (EPI), a comprehensive amalgamation of 17 key indicators that measures overall election administration in the US, that suggests increased turnout in recent election years. Their evidence implies that despite swirling rumors of rigged elections, despite reports of incredibly long lines, and despite alleged voter fraud and unprompted last-minute party switches, the United States has improved its overall election administration.
eMarketer Webinar: US Election 2016—Spotlight on Digital Advertising, Data an...eMarketer
Many are dubbing 2016 the "Snapchat Election", not only because campaigns are using the social app to reach the coveted millennial demographic, but due to the ephemeral nature of today’s media environment where content is consumed in streams, feeds and snaps. Topics in this webinar include: How the use of different channels like Snapchat are being matched with specific campaign goals; How much US political campaigns will spend on digital advertising in the 2016 election cycle; Differences between approaches at the local level versus the national level; How voters research candidates and their attitudes toward political advertising
A look at how Ragnar Research Partners was able to be so successful in the 2018 cycle, as well as the best opinion research practices heading into 2019 & beyond. This includes proper representation of cell phone-only households, weighting partisanship in every race based on previous Presidential Election results, and a rigorous, systematic, and fanatic devotion to the construction of proper stratification and sample frames.
Trump vs Clinton - Polling Opinions: How the polls were wrong and how to fix...chrisbrock54
The polls in the 2016 election were wrong. Why? Did they underestimate Trump? Over value Hillary Clinton's lead? Not use modern technology? Not accept the facts in front of them? This presentation is designed to help pollsters in future elections to better their predictive powers. We cover social media, search engines, main stream media sources, Wikileaks in more in our investigation.
A research poster presented as part of the Exploring the Emerging Impacts of Open Data in Developing Countries project at the Research Sharing Event in Berlin, 15th July 2014. For more see http://www.opendataresearch.org/emergingimpacts/
The pitfalls in recent analysis on visible minority voters in canada pptDian Mo
A project cost $millions, might not be as good as $Ks.
This story tells that the model validation is the key for the success of your business. EXUPOLI.net is your reliable partner for the system identification & model validation.
There are lots of free marketing data, which is similar to the politics campaign data, available in the cyberspace so that we are with the lowest cost for providing services of the highest quality.
Anecdotes about real life usage of Analytics - research done on Google, hence no claims on accuracy. Please use this as a directional insights into the applications and benefits.
eMarketer Webinar: US Election 2016—Spotlight on Digital Advertising, Data an...eMarketer
Many are dubbing 2016 the "Snapchat Election", not only because campaigns are using the social app to reach the coveted millennial demographic, but due to the ephemeral nature of today’s media environment where content is consumed in streams, feeds and snaps. Topics in this webinar include: How the use of different channels like Snapchat are being matched with specific campaign goals; How much US political campaigns will spend on digital advertising in the 2016 election cycle; Differences between approaches at the local level versus the national level; How voters research candidates and their attitudes toward political advertising
A look at how Ragnar Research Partners was able to be so successful in the 2018 cycle, as well as the best opinion research practices heading into 2019 & beyond. This includes proper representation of cell phone-only households, weighting partisanship in every race based on previous Presidential Election results, and a rigorous, systematic, and fanatic devotion to the construction of proper stratification and sample frames.
Trump vs Clinton - Polling Opinions: How the polls were wrong and how to fix...chrisbrock54
The polls in the 2016 election were wrong. Why? Did they underestimate Trump? Over value Hillary Clinton's lead? Not use modern technology? Not accept the facts in front of them? This presentation is designed to help pollsters in future elections to better their predictive powers. We cover social media, search engines, main stream media sources, Wikileaks in more in our investigation.
A research poster presented as part of the Exploring the Emerging Impacts of Open Data in Developing Countries project at the Research Sharing Event in Berlin, 15th July 2014. For more see http://www.opendataresearch.org/emergingimpacts/
The pitfalls in recent analysis on visible minority voters in canada pptDian Mo
A project cost $millions, might not be as good as $Ks.
This story tells that the model validation is the key for the success of your business. EXUPOLI.net is your reliable partner for the system identification & model validation.
There are lots of free marketing data, which is similar to the politics campaign data, available in the cyberspace so that we are with the lowest cost for providing services of the highest quality.
Anecdotes about real life usage of Analytics - research done on Google, hence no claims on accuracy. Please use this as a directional insights into the applications and benefits.
A presentation prepared for KSFR, a public radio station in Santa Fe, New Mexico, USA. The main point is that the station should develop a "digital first" approach to all aspects pertaining to its Audience(s), Content and Technologies.
Lecture presented at Catedra Walter Lippmann, Universidad del Rosario, Bogota, Colombia, 23 Nov. 2012
See: http://issuu.com/consejo_de_redaccion/docs/ur_-_semana_-_seminario_walter_lippmann_2012_2
Presented at Esri Health GIS ConferenceS
cottsdale, AZ USA
|28 August 2012
Presentation slides at w w w . s l i d e s h a r e . N e t / j t j o h n s o n
Data Makes the Maps; Maps Make the Data by J. T Johnson is licensed under a Creative Commons Attribution-NonCommercial-NoDerivs 3.0 Unported License.
The data sets you are about to analyze are only as good and valid as the methodology used to gather the data and create the data set. The presentation by Tom Johnson and Cheryl Phillips was made at the 2012 meeting of the National Institute for Computer-Assisted Reporting, Feb. 2012, in St. Louis.
Economic development in New Mexico can be achieved if we integrate the scientific and cultural tools, traditions and resources of the Rio Grande valley.
03062024_First India Newspaper Jaipur.pdfFIRST INDIA
Find Latest India News and Breaking News these days from India on Politics, Business, Entertainment, Technology, Sports, Lifestyle and Coronavirus News in India and the world over that you can't miss. For real time update Visit our social media handle. Read First India NewsPaper in your morning replace. Visit First India.
CLICK:- https://firstindia.co.in/
#First_India_NewsPaper
‘वोटर्स विल मस्ट प्रीवेल’ (मतदाताओं को जीतना होगा) अभियान द्वारा जारी हेल्पलाइन नंबर, 4 जून को सुबह 7 बजे से दोपहर 12 बजे तक मतगणना प्रक्रिया में कहीं भी किसी भी तरह के उल्लंघन की रिपोर्ट करने के लिए खुला रहेगा।
Future Of Fintech In India | Evolution Of Fintech In IndiaTheUnitedIndian
Navigating the Future of Fintech in India: Insights into how AI, blockchain, and digital payments are driving unprecedented growth in India's fintech industry, redefining financial services and accessibility.
31052024_First India Newspaper Jaipur.pdfFIRST INDIA
Find Latest India News and Breaking News these days from India on Politics, Business, Entertainment, Technology, Sports, Lifestyle and Coronavirus News in India and the world over that you can't miss. For real time update Visit our social media handle. Read First India NewsPaper in your morning replace. Visit First India.
CLICK:- https://firstindia.co.in/
#First_India_NewsPaper
ys jagan mohan reddy political career, Biography.pdfVoterMood
Yeduguri Sandinti Jagan Mohan Reddy, often referred to as Y.S. Jagan Mohan Reddy, is an Indian politician who currently serves as the Chief Minister of the state of Andhra Pradesh. He was born on December 21, 1972, in Pulivendula, Andhra Pradesh, to Yeduguri Sandinti Rajasekhara Reddy (popularly known as YSR), a former Chief Minister of Andhra Pradesh, and Y.S. Vijayamma.
हम आग्रह करते हैं कि जो भी सत्ता में आए, वह संविधान का पालन करे, उसकी रक्षा करे और उसे बनाए रखे।" प्रस्ताव में कुल तीन प्रमुख हस्तक्षेप और उनके तंत्र भी प्रस्तुत किए गए। पहला हस्तक्षेप स्वतंत्र मीडिया को प्रोत्साहित करके, वास्तविकता पर आधारित काउंटर नैरेटिव का निर्माण करके और सत्तारूढ़ सरकार द्वारा नियोजित मनोवैज्ञानिक हेरफेर की रणनीति का मुकाबला करके लोगों द्वारा निर्धारित कथा को बनाए रखना और उस पर कार्यकरना था।
In a May 9, 2024 paper, Juri Opitz from the University of Zurich, along with Shira Wein and Nathan Schneider form Georgetown University, discussed the importance of linguistic expertise in natural language processing (NLP) in an era dominated by large language models (LLMs).
The authors explained that while machine translation (MT) previously relied heavily on linguists, the landscape has shifted. “Linguistics is no longer front and center in the way we build NLP systems,” they said. With the emergence of LLMs, which can generate fluent text without the need for specialized modules to handle grammar or semantic coherence, the need for linguistic expertise in NLP is being questioned.
role of women and girls in various terror groupssadiakorobi2
Women have three distinct types of involvement: direct involvement in terrorist acts; enabling of others to commit such acts; and facilitating the disengagement of others from violent or extremist groups.
01062024_First India Newspaper Jaipur.pdfFIRST INDIA
Find Latest India News and Breaking News these days from India on Politics, Business, Entertainment, Technology, Sports, Lifestyle and Coronavirus News in India and the world over that you can't miss. For real time update Visit our social media handle. Read First India NewsPaper in your morning replace. Visit First India.
CLICK:- https://firstindia.co.in/
#First_India_NewsPaper
27052024_First India Newspaper Jaipur.pdfFIRST INDIA
Find Latest India News and Breaking News these days from India on Politics, Business, Entertainment, Technology, Sports, Lifestyle and Coronavirus News in India and the world over that you can't miss. For real time update Visit our social media handle. Read First India NewsPaper in your morning replace. Visit First India.
CLICK:- https://firstindia.co.in/
#First_India_NewsPaper
Welcome to the new Mizzima Weekly !
Mizzima Media Group is pleased to announce the relaunch of Mizzima Weekly. Mizzima is dedicated to helping our readers and viewers keep up to date on the latest developments in Myanmar and related to Myanmar by offering analysis and insight into the subjects that matter. Our websites and our social media channels provide readers and viewers with up-to-the-minute and up-to-date news, which we don’t necessarily need to replicate in our Mizzima Weekly magazine. But where we see a gap is in providing more analysis, insight and in-depth coverage of Myanmar, that is of particular interest to a range of readers.
Chapter-8th-Recent Developments in Indian Politics-PPT.pptx
Dominican republic journos cir 31 jan 2020
1. ELECTION COVERAGE AND
INVESTIGATIVE JOURNALISM
A Project for Dominican Republic
Council on International Relations
Santa Fe, New Mexico
31 January 2020
1
Tom Johnson
Managing Director
Institute for Analytic Journalism
Santa Fe, New Mexico
3. Conclusion
Who and where is your team?
How will your team communicate?
Pre-election Planning
Project deadlines
Resources
3
4. Aspects of all stories
Data In Analysis Information Out
Data = Qualitative: Quantitative: Geographic
Analysis
Demographics
Basic Statistics
Geographic
2
5. Aspects of all stories
Data In Analysis Information Out
Data =
Qualitative: descriptive, and regards phenomenon which can
be observed but not measured, such as language used)
Quantitative: data that has numerical values
Geographic:
Timeline (reflecting change)
2
6. Aspects of all stories
Data In Analysis Information Out
Analysis =
Election day: Voter turn-out; long lines; int’l observers; family
event
Exit polling: talking to voters After they have voted
Counting: votes cast; votes counted and reported; by party
Basic statistics: % win or lose; by party; proportion by
candidate and/or party
Geographic: results by voting place, province; municipality
2
7. Aspects of all stories
Data In Analysis Information Out
Information Out =
text stories
Audio & video
Data visualization
Charts, graphs, maps
Make it easy for citizens to get all the voting data for
their own analysis
2
8. Resources
Organization of American States
2016 election for historical context; variables that can be
tracked
Google search terms “oas dominican republic election”
Wikipedia
8
9. Resources
Organization of American States
2016 election for historical context; variables that can be
tracked
Wikipedia
9
10. Resources
Organization of American States
2016 election for historical context; variables that can be
tracked
Google search terms “oas dominican republic election”
Wikipedia
Maps
Psephos - http://bit.ly/2RZWo1R
10
11. Resources
Organization of American States
2016 election for historical context; variables that can be
tracked
Google search terms “oas dominican republic election”
Wikipedia
Maps
Psephos - http://bit.ly/2RZWo1R
11
13. Resources
Organization of American States
Wikipedia
Maps
Psephos - http://bit.ly/2RZWo1R
ESRI: may have maps and demographics
Dominican Republic Municipio Boundaries 2018
Open Street map - http://bit.ly/2RArIpe
13
14. Resources
Organization of American States
2016 election for historical context; variables that can be
tracked
Google search terms “oas dominican republic election”
Wikipedia
Maps
Psephos - http://bit.ly/2RZWo1R
Electoral Geography – electoralgeography.com
14
15. Aspects of all stories
Data In Analysis Information Out
Data = Qualitative: Quantitative: Geographic
Analysis
Information Out
How will you tell – and SHOW – the election story?
Text and data viz
Maps
Charts
Won/Lost Data Tables
2
16. Conclusion
Who and where is your team?
How will your team communicate?
Pre-election Planning
Project deadlines
Resources
16
Thank
you