ChandlerPolice - Tweet Data Analysis

Summarization

There is a heavy police presence at the Intel Ocotillo Campus, although the police have yet to release information on why. A man with a past assault charge was allowed to enter the facility with weapons, which is a breach of security. Police came to someone's door at 4am because their neighbor complained they were on their laptop in their backyard and attempted to dog the complainant instead of telling their neighbor to mind their own business. It is National School Resource Officer Appreciation Day and people should thank their SROs. There has been an incident involving a bat in an OC6 building cafe where one person died, one was injured, and one is in custody. Lastly, there was a retirement from 32 years with Chandler Police.

Topic Modeling

1. Police presence – e.g. Intel Ocotillo Campus, Mesa AZPD, Chandler PD, PV Police, Apache Junction PD, SROs
2. Safety measures – e.g. Security, background check
3. Misconducts – e.g. Harassment, assault
4. Employment issues – e.g. Intel, lot parking, stress, firing
5. Celebrations – e.g. Retirement, appreciation

Emotional Analysis

The emotions expressed in these tweets range from fear and concern to frustration and anger. People are worried about the heavy police presence and the potential danger it implies. There is also anger directed towards Intel for not properly checking backgrounds and towards neighbors for harassing people in their own yards. There is appreciation for the police and their efforts to keep people safe, as well as congratulations for a retiring officer. People are also confused and asking questions about the incident, as well as expressing disbelief that the police would be called in such a situation.

Trend Analysis

1. Police Presence
2. Police interaction with citizens
3. School Resource Officers
4. Security Breaches
5. Job Security