title: Estimating the spatial distribution of crime events around a football stadium from georeferenced tweets

authors: Ristea, Alina

subjects: computer science

abstract: Crowd-based events, such as football matches, are considered generators of crime. Criminological research on the influence of football matches has consistently uncovered differences in spatial crime patterns, particularly in the areas around stadia. At the same time, social media data mining research on football matches shows a high volume of data created during football events. This study seeks to build on these two research streams by exploring the spatial relationship between crime events and nearby Twitter activity around a football stadium, and estimating the possible influence of tweets for explaining the presence or absence of crime in the area around a football stadium on match days. Aggregated hourly crime data and geotagged tweets for the same area around the stadium are analysed using exploratory and inferential methods. Spatial clustering, spatial statistics, text mining as well as a hurdle negative binomial logistic regression for spatiotemporal explanations are utilized in our analysis. Findings indicate a statistically significant spatial relationship between three crime types (criminal damage, theft and handling, and violence against the person) and tweet patterns, and that such a relationship can be used to explain future incidents of crime.

text: Estimating the spatial distribution of crime events around a football stadium from georeferenced tweets Crowd-based events, such as football matches, are considered generators of crime. Criminological research on the influence of football matches has consistently uncovered differences in spatial crime patterns, particularly in the areas around stadia. At the same time, social media data mining research on football matches shows a high volume of data created during football events. This study seeks to build on these two research streams by exploring the spatial relationship between crime events and nearby Twitter activity around a football stadium, and estimating the possible influence of tweets for explaining the presence or absence of crime in the area around a football stadium on match days. Aggregated hourly crime data and geotagged tweets for the same area around the stadium are analysed using exploratory and inferential methods. Spatial clustering, spatial statistics, text mining as well as a hurdle negative binomial logistic regression for spatiotemporal explanations are utilized in our analysis. Findings indicate a statistically significant spatial relationship between three crime types (criminal damage, theft and handling, and violence against the person) and tweet patterns, and that such a relationship can be used to explain future incidents of crime.

year: 2018

title: Comment

authors: Carr, Margaret

abstract: Introduction to this special issue of the Early Childhood Folio on key learning competencies across place and time. Publication of these working papers (adapted and edited for the Early Childhood Folio) from a Teaching and Learning Research Initiative (TLRI) project means they will now be widely available for teachers. These are articles by teachers for teachers.

text: Comment Introduction to this special issue of the Early Childhood Folio on key learning competencies across place and time. Publication of these working papers (adapted and edited for the Early Childhood Folio) from a Teaching and Learning Research Initiative (TLRI) project means they will now be widely available for teachers. These are articles by teachers for teachers.

year: 2011

title: Ko Waikato-Maniapoto te iwi

authors: Ngaia, Te Ingo Karangaroa Terehia

subjects: Waikato Maniapoto

abstract: Nō te ūnga mai o Tainui waka, i Whangaparāoa, ka tīmata i reira te tautapa haere a Tainui waka i tōna rohe, i tāna tere i Te Ika-ā-Māui. Nāwai rā ka tau ki tōna tumu i roto o Kāwhia Moana, Kāwhia Kai, Kāwhia Tāngata, i te taha hauāuru o Te Ika-ā-Māui. I roto i ngā rautau i muri mai i te ūnga o Tainui waka me ngā tūpuna i tere mai i te waka, ka tīmata ngā tūpuna te mātoro haere i te whenua hou me te whakanoho i ngō rātou whānau. Ka tupu i koneki ngā hapū me ngā iwi i heke mai i ngā waka. I roto i ngā tātai whakapapa o Tainu waka, e mārama mai ana ngā kāwai heke ki ngā iwi o Waikato me Maniapoto hoki. Ka whai mana ngā rangatira o ngā iwi nei i ngō rātou kāinga me ngā pānga whenua i noho ai rātou.
I hua tuatahi ai te iwi o Waikato-Maniapoto i roto i ngā pakanga me ngā whakaipoipotanga mo ngā kāinga me ngā pānga whenua, kai, moana hoki. Nā ngā pūkenga wānanga, pakanga hoki, i whakawehe, i kotahi ai rānei ngā iwi.
I te taenga mai o te Pākehā ki te pēhi i ngā tikanga a te Māori, ka huri te aro o te Pākehā ki te whakahau me te whakawai i ngā rātou tauira hou ki runga i ngā iwi.
Ka whakaturengia ngā ingoa o ngā tikanga hou, nā te Kāwanatanga Pākehā hou nei i whakamana, ā, i whakaū ngēnei tikanga hou kia pēhia ngā tikanga taketake ake a te Māori. Ka huri a Waikato-Maniapoto iwi ki te aru i ngā tauira hou ki te whakawhanake i ngā uri whakatupu i roto i te ao hou. Hoi, i mau tonu i a Waikato-Maniapoto te wairua me ngā tikanga i heke iho ki ngōna uri.
Ka whakaūngia te wairua me ngā tikanga o ngā mātua tūpuna ki roto i te tauira hou o te Kīngitanga. Ka mahi ngātahi te Kīngitanga me te iwi o Waikato-Maniapoto ki te whakatinana i tōna kaupapa, arā, hei pupuru i te toto; hei pupuru i te whenua; ā, hei pupuru i te mana Māori motuhake. I roto i te Kīngitanga nga 
hanganga iwi hou i puta hei kōkiri i ngā rautaki whakawhanake i te iwi whānui i roto i te ao hou nei.
Huhua noa atu ngā uri o Waikato-Maniapoto i whai wāhi i runga i ngā tūranga whakawhanake i te iwi whānui mā te whakaū i te mana Māori motuhake i roto i te reo me ngā tikanga o Waikato-Maniapoto iwi me ngōna kaupapa. Ko te whakahua i ngā hononga iwi kia whai whanaungatanga, kia whai tūrangawaewae te whakatinanatanga o te whakapono ā-wairua nei ki ngā taonga tuku iho o Waikato-Maniapoto. Ka whai mana, ka tūturu te kīanga a Waikato-Maniapoto i roto i te whakamana a ngā uri i ngā kōrero whakapapa o te iwi o Waikato-Maniapoto me te whakamana i te kīanga nei i ngā reanga whakapapa.

text: Ko Waikato-Maniapoto te iwi Nō te ūnga mai o Tainui waka, i Whangaparāoa, ka tīmata i reira te tautapa haere a Tainui waka i tōna rohe, i tāna tere i Te Ika-ā-Māui. Nāwai rā ka tau ki tōna tumu i roto o Kāwhia Moana, Kāwhia Kai, Kāwhia Tāngata, i te taha hauāuru o Te Ika-ā-Māui. I roto i ngā rautau i muri mai i te ūnga o Tainui waka me ngā tūpuna i tere mai i te waka, ka tīmata ngā tūpuna te mātoro haere i te whenua hou me te whakanoho i ngō rātou whānau. Ka tupu i koneki ngā hapū me ngā iwi i heke mai i ngā waka. I roto i ngā tātai whakapapa o Tainu waka, e mārama mai ana ngā kāwai heke ki ngā iwi o Waikato me Maniapoto hoki. Ka whai mana ngā rangatira o ngā iwi nei i ngō rātou kāinga me ngā pānga whenua i noho ai rātou.
I hua tuatahi ai te iwi o Waikato-Maniapoto i roto i ngā pakanga me ngā whakaipoipotanga mo ngā kāinga me ngā pānga whenua, kai, moana hoki. Nā ngā pūkenga wānanga, pakanga hoki, i whakawehe, i kotahi ai rānei ngā iwi.
I te taenga mai o te Pākehā ki te pēhi i ngā tikanga a te Māori, ka huri te aro o te Pākehā ki te whakahau me te whakawai i ngā rātou tauira hou ki runga i ngā iwi.
Ka whakaturengia ngā ingoa o ngā tikanga hou, nā te Kāwanatanga Pākehā hou nei i whakamana, ā, i whakaū ngēnei tikanga hou kia pēhia ngā tikanga taketake ake a te Māori. Ka huri a Waikato-Maniapoto iwi ki te aru i ngā tauira hou ki te whakawhanake i ngā uri whakatupu i roto i te ao hou. Hoi, i mau tonu i a Waikato-Maniapoto te wairua me ngā tikanga i heke iho ki ngōna uri.
Ka whakaūngia te wairua me ngā tikanga o ngā mātua tūpuna ki roto i te tauira hou o te Kīngitanga. Ka mahi ngātahi te Kīngitanga me te iwi o Waikato-Maniapoto ki te whakatinana i tōna kaupapa, arā, hei pupuru i te toto; hei pupuru i te whenua; ā, hei pupuru i te mana Māori motuhake. I roto i te Kīngitanga nga 
hanganga iwi hou i puta hei kōkiri i ngā rautaki whakawhanake i te iwi whānui i roto i te ao hou nei.
Huhua noa atu ngā uri o Waikato-Maniapoto i whai wāhi i runga i ngā tūranga whakawhanake i te iwi whānui mā te whakaū i te mana Māori motuhake i roto i te reo me ngā tikanga o Waikato-Maniapoto iwi me ngōna kaupapa. Ko te whakahua i ngā hononga iwi kia whai whanaungatanga, kia whai tūrangawaewae te whakatinanatanga o te whakapono ā-wairua nei ki ngā taonga tuku iho o Waikato-Maniapoto. Ka whai mana, ka tūturu te kīanga a Waikato-Maniapoto i roto i te whakamana a ngā uri i ngā kōrero whakapapa o te iwi o Waikato-Maniapoto me te whakamana i te kīanga nei i ngā reanga whakapapa.

year: 2010