999London - Tweet Data Analysis

Summarization

This compilation of Tweets contains a variety of incidents and conversations about violence, crime, and safety in London. They include reports of a pavement fire in Upper Clapton, a fire in a seven-storey block in Stamford Hill, a double stabbing in Queens Yard resulting in a fatality, another extreme cutlery demonstration outside a college, multiple stabs in High Street Sutton, an extreme cutlery demonstration outside a college, quadruple stabbing incident at the Duke Pub in Waltham Forest, a high voltage electrical cable fault, and a comment regarding London’s influx of culture mixing and pollution.

Topic Modeling

1. Fire in London- mentions of Londonfire, metpoliceuk, 999London, StamfordHill, Upper Clapton Road
2. Knife crime- mentions of knifecrime, CrimeLdn, ScarcityStudios, uknip247, obbsie, myldn, myeastldn, MPSTowerHam, MPSSutton, MPSHavering, LancsPolice, MPSTowerHam
3. Culture mixing in London- mentions of culture mixing, Woke brigade
4. Murder Investigation- mentions of double stabbing, Trei Daley, Queens Yard, White Post Lane
5. Extreme cutlery demonstration- mentions of extreme cutlery, HaveringDaily, Time1075_fm, BDPost, IlfordRecorder

Emotional Analysis

The tweets express a range of emotions from fear and sadness to anger and frustration. The tweets discuss various emergencies, such as fires and stabbings, that have occurred in London, and the fear and sadness of a family of a fatality in a double stabbing. There is also frustration and anger expressed about the influx of culture mixing in London and the crime that has risen as a result. There is also a sense of helplessness and resignation in some of the tweets, such as "London is lost" and "I wonder who’s due to get stabbed today?".

Trend Analysis

1. Fire incidents
2. Knife crime
3. Cultural integration in London
4. Pollution awareness
5. Crime prevention