Este documento presenta TCAT, una herramienta abierta para capturar y analizar tweets y datos de Twitter desarrollada por la Iniciativa de Métodos Digitales de la Universidad de Ámsterdam. TCAT permite realizar estadísticas de tweets, exportar tweets, analizar redes y funciones experimentales. El documento describe cómo instalar TCAT y realizar consultas, así como sus ventajas como su gran capacidad de almacenamiento y manipulación de datos, y sus desventajas como problemas de instalación y lentitud.
Mediante esta presentación se pretende que:
Descubras el amplio abanico de herramientas y aplicaciones que te permiten analizar la actividad de tu cuenta (o cuentas ) en Twitter.
Entre ellas se presentan las más significativas en cada categoría -seguimiento y análisis; búsqueda y seguimiento de hashtags- para que las conozcas, te animes a investigarlas e integres en tu estrategia de seguimiento aquéllas que te parezcan más adecuadas a tus intereses.
Se describe en profundidad el instrumento Twitonomy que como verás es una de las utilidades analíticas específicas para Twitter que mayor cantidad de datos nos ofrece, tanto de interacciones propias como ajenas. Su información es realmente indispensable para asegurarnos, al menos en teoría, que lograremos una tasa de retorno adecuada con las propuestas que lanzamos a esta red.
Mediante esta presentación se pretende que:
Descubras el amplio abanico de herramientas y aplicaciones que te permiten analizar la actividad de tu cuenta (o cuentas ) en Twitter.
Entre ellas se presentan las más significativas en cada categoría -seguimiento y análisis; búsqueda y seguimiento de hashtags- para que las conozcas, te animes a investigarlas e integres en tu estrategia de seguimiento aquéllas que te parezcan más adecuadas a tus intereses.
Se describe en profundidad el instrumento Twitonomy que como verás es una de las utilidades analíticas específicas para Twitter que mayor cantidad de datos nos ofrece, tanto de interacciones propias como ajenas. Su información es realmente indispensable para asegurarnos, al menos en teoría, que lograremos una tasa de retorno adecuada con las propuestas que lanzamos a esta red.
Introducing CityData 3,0 initiative in User conference Esri España, Main GIS event in Spain.
If you need more info, follow me @mfbenitez or http://geodata4opencities.org/
Are you ready for Office 365 - Tools and resources to help you when moving to...Juan Carlos Gonzalez
PPT de la sesión sobre Herramientas y recursos para proporcionar soporte y ayuda al moverse a Office 365. La presentación se realizó en el SPS BCN 2018.
Que mejor ejemplo de Big Data que la corriente masiva de datos que generan las redes sociales, en la conferencia se mostraran herramientas y técnicas que se están aplicado para explorar los secretos de twitter en México.
Acompañame en un recorrido práctico en el uso de herramientas OpenSource para el análisis de datos masivos que están al alcance de todos.
Semblanza del conferencista:
Abel Coronado es Científico de datos, Analista de Big data y Arquitecto de plataformas BigData, así como Desarrollador de Software en múltiples lenguajes y paradigmas. Twitter: @abxda
100^ safe in Dubai%)( UAE))((☎️^+971[563[407[584[** *)) Abortion Pills for Sa...ag5345936
Dr Hubbard:
Whatsapp: +971563407584
Now You Can Buy abortion pills in Dubai (^+971)563.407.584*, Buy abortion pills in Abudhabi(^+971)563.407.584*, Buy abortion pills in Sharja(^+971)563.407.584*, Buy abortion pills in Abu az Zuluf(^+971)563.407.584*, Buy abortion pills in Ras Al Khaimah (RAK)(^+971)563.407.584*, Buy abortion pills in Ajman(^+971)563.407.584*, Buy abortion pills in Al Ain(^+971)563.407.584*, abortion pills in DOHA(^+971)563.407.584*, abortion pills in Abu Thaylah(^+971)563.407.584*, abortion pills in kuwait city(^+971)563.407.584*, abortion pills in muscat, abortion pills in jeddah,abortion pills in qatar,abortion pills in hawally,abortion pills in salmiyah(^+971)563.407.584*,abortion pills in al wakrah,abortion pills in riyadh,abortion pills in manama,abortion pills in isa town,abortion pills in hamad town, Buy abortion pills in Umm Al Quwain (UAQ)(^+971)563.407.584*, Buy abortion pills in Kuwait, Abortion Pills Available In Dubai(^+971)563.407.584*, Abortion Pills Available In UAE(^+971)563.407.584*, Abortion Pills Available In Abu Dhabi, Abortion Pills Available In Sharjah(^+971)563.407.584*, Abortion Pills Available In Fujairah(^+971)563.407.584*, Abortion Pills Available In Alain, Abortion Pills Available In Qatar(^+971)563.407.584*, Cytotec Available In Dubai(^+971)563.407.584*, Cytotec in Dubai, Cytotec Pills Dubai(^+971)563.407.584*, Abortion Cytotec Pills In Dubai UAE(^+971)563.407.584*
Are you stranded with unwanted pregnancy in Dubai, Abudhabi, United Arab Emirates, Kuwait and Qatar? , you can now contact us now on whatsapp +971-5634-07584 to buy safe abortion medicine/ abortion pills to terminate an unwanted pregnancy in Dubai-UAE, Abudhabi, Kuwait city-Kuwait and Doha-Qatar.
WHATSAPP +971563407584 Abortion Pills / Cytotec Tablets Available in Dubai, Sharjah, Abudhabi, Ajman, Alain, Fujeira, Ras Al Khaima, Umm Al Quwain., UAE, buy cytotec in Dubai–
Where can I buy abortion pills in Dubai,+971582071918 where can I buy abortion pills in Abudhabi +971563407584 , where can I buy abortion pills in Sharjah,+97158207191 8where I can buy abortion pills in Ajman, +971563407584 where can I buy abortion pills in Umm al Quwain +971563407584 , where can I buy abortion pills in Fujairah +971563407584 , where can I buy abortion pills in Ras al Khaimah +971563407584 , where can I buy abortion pills in Alain+971563407584 , where can I buy abortion pills in UAE +971563407584
we are providing cytotec 200mg abortion pill in dubai, uae.Medication abortion offers an alternative to Surgical Abortion for women in the early weeks of pregnancy.
We sell aoriginal abortion medicine which includes: Cytotec 200mcg (Misoprostol), Mifepristone, Mifegest-kit, Misoclear, Emergency contraceptive pills, Morning after sex pills, ipills, pills to prevent pregnancy 72 hours after sex. All our pills are manufactured by reputable medical manufacturing companies like PFIZER.
Medical abortion is easy and effective for everyone to perform on their own privac
200# safe in Dubai@]( UAE]]((☎️#+971(563(407(584(** *]] Abortion Pills for Sa...ag5345936
CONTACT DR.Hubbard
Whatsapp +971563407584
We have Abortion Pills / Cytotec Tablets /mifegest kit Available in Dubai, Sharjah, Abudhabi, Ajman, Alain, Fujairah, Ras Al Khaimah, Umm Al Quwain, UAE, buy cytotec in Dubai
+971563407584“”Abortion Pills near me DUBAI | ABU DHABI|UAE. Price of Misoprostol, Cytotec”
+971563407584Dr.Hubbard “BUY ABORTION PILLS MIFEGEST KIT, MISOPROTONE, CYTOTEC PILLS IN DUBAI, ABU DHABI,UAE” Contact me now via whatsapp……
abortion Pills Cytotec also available Oman Qatar Doha Saudi Arabia Bahrain
Above all, Cytotec Abortion Pills are Available In Dubai / UAE, you will be very happy to do abortion in dubai
we are providing cytotec 200mg abortion pill in Dubai, UAE. Medication abortion offers an alternative to Surgical Abortion for women in the early weeks of pregnancy.
We only offer abortion pills from 1 week-6 Months.
We then advice you to use surgery if its beyond 6 months.
Our Abu Dhabi, Ajman, Al Ain, Dubai, Fujairah, Ras Al Khaimah (RAK), Sharjah, Umm Al Quwain (UAQ) United Arab Emirates Abortion Clinic provides the safest and most advanced techniques for providing non-surgical, medical and surgical abortion methods for early through late second trimester, including the Abortion By Pill Procedure (RU 486, Mifeprex, Mifepristone, early options French Abortion Pill), Tamoxifen, Methotrexate and Cytotec (Misoprostol).
The Abu Dhabi, United Arab Emirates Abortion Clinic performs Same Day Abortion Procedure using medications that are taken on the first day of the office visit and will cause the abortion to occur generally within 4 to 6 hours (as early as 30 minutes) for patients who are 3 to 12 weeks pregnant.
When Mifepristone and Misoprostol are used, 50% of patients complete in 4 to 6 hours; 75% to 80% in 12 hours; and 90% in 24 hours. We use a regimen that allows for completion without the need for surgery 99% of the time.
All advanced second trimester and late term pregnancies at our Tampa clinic (17 to 24 weeks or greater) can be completed within 24 hours or less 99% of the time without the need surgery. The procedure is completed with minimal to no complications.
Our Women’s Health Center located in Abu Dhabi, United Arab Emirates, uses the latest medications for medical abortions (RU486, Mifeprex, Mifegyne, Mifepristone, early options French abortion pill), Methotrexate and Cytotec (Misoprostol).
The safety standards of our Abu Dhabi, United Arab Emirates Abortion Doctors remain unparalleled. They consistently maintain the lowest complication rates throughout the nation.
Our Physicians and staff are always available to answer questions and care for women in one of the most difficult times in their life.
The decision to have an abortion at the Abortion Clinic in Abu Dhabi, United Arab Emirates, involves moral, ethical, religious, family, financial, health and age considerations.
Buy abortion pills in Dubai,
Buy abortion pills in Oman,
Buy abortion pills in Abu Dhabi,
Buy abortion pills in Sharjah Fujairah,
Buy abort
Big Data: Revelando los Secretos de Twitter en MéxicoSoftware Guru
Qué mejor ejemplo de Big Data que la corriente masiva de datos que generan las redes sociales, en la conferencia se mostraran herramientas y técnicas que se están aplicado para explorar los secretos de Twitter en México.
Acompáñame en un recorrido práctico en el uso de herramientas OpenSource para el análisis de datos masivos que están al alcance de todos.
Introducing CityData 3,0 initiative in User conference Esri España, Main GIS event in Spain.
If you need more info, follow me @mfbenitez or http://geodata4opencities.org/
Are you ready for Office 365 - Tools and resources to help you when moving to...Juan Carlos Gonzalez
PPT de la sesión sobre Herramientas y recursos para proporcionar soporte y ayuda al moverse a Office 365. La presentación se realizó en el SPS BCN 2018.
Que mejor ejemplo de Big Data que la corriente masiva de datos que generan las redes sociales, en la conferencia se mostraran herramientas y técnicas que se están aplicado para explorar los secretos de twitter en México.
Acompañame en un recorrido práctico en el uso de herramientas OpenSource para el análisis de datos masivos que están al alcance de todos.
Semblanza del conferencista:
Abel Coronado es Científico de datos, Analista de Big data y Arquitecto de plataformas BigData, así como Desarrollador de Software en múltiples lenguajes y paradigmas. Twitter: @abxda
100^ safe in Dubai%)( UAE))((☎️^+971[563[407[584[** *)) Abortion Pills for Sa...ag5345936
Dr Hubbard:
Whatsapp: +971563407584
Now You Can Buy abortion pills in Dubai (^+971)563.407.584*, Buy abortion pills in Abudhabi(^+971)563.407.584*, Buy abortion pills in Sharja(^+971)563.407.584*, Buy abortion pills in Abu az Zuluf(^+971)563.407.584*, Buy abortion pills in Ras Al Khaimah (RAK)(^+971)563.407.584*, Buy abortion pills in Ajman(^+971)563.407.584*, Buy abortion pills in Al Ain(^+971)563.407.584*, abortion pills in DOHA(^+971)563.407.584*, abortion pills in Abu Thaylah(^+971)563.407.584*, abortion pills in kuwait city(^+971)563.407.584*, abortion pills in muscat, abortion pills in jeddah,abortion pills in qatar,abortion pills in hawally,abortion pills in salmiyah(^+971)563.407.584*,abortion pills in al wakrah,abortion pills in riyadh,abortion pills in manama,abortion pills in isa town,abortion pills in hamad town, Buy abortion pills in Umm Al Quwain (UAQ)(^+971)563.407.584*, Buy abortion pills in Kuwait, Abortion Pills Available In Dubai(^+971)563.407.584*, Abortion Pills Available In UAE(^+971)563.407.584*, Abortion Pills Available In Abu Dhabi, Abortion Pills Available In Sharjah(^+971)563.407.584*, Abortion Pills Available In Fujairah(^+971)563.407.584*, Abortion Pills Available In Alain, Abortion Pills Available In Qatar(^+971)563.407.584*, Cytotec Available In Dubai(^+971)563.407.584*, Cytotec in Dubai, Cytotec Pills Dubai(^+971)563.407.584*, Abortion Cytotec Pills In Dubai UAE(^+971)563.407.584*
Are you stranded with unwanted pregnancy in Dubai, Abudhabi, United Arab Emirates, Kuwait and Qatar? , you can now contact us now on whatsapp +971-5634-07584 to buy safe abortion medicine/ abortion pills to terminate an unwanted pregnancy in Dubai-UAE, Abudhabi, Kuwait city-Kuwait and Doha-Qatar.
WHATSAPP +971563407584 Abortion Pills / Cytotec Tablets Available in Dubai, Sharjah, Abudhabi, Ajman, Alain, Fujeira, Ras Al Khaima, Umm Al Quwain., UAE, buy cytotec in Dubai–
Where can I buy abortion pills in Dubai,+971582071918 where can I buy abortion pills in Abudhabi +971563407584 , where can I buy abortion pills in Sharjah,+97158207191 8where I can buy abortion pills in Ajman, +971563407584 where can I buy abortion pills in Umm al Quwain +971563407584 , where can I buy abortion pills in Fujairah +971563407584 , where can I buy abortion pills in Ras al Khaimah +971563407584 , where can I buy abortion pills in Alain+971563407584 , where can I buy abortion pills in UAE +971563407584
we are providing cytotec 200mg abortion pill in dubai, uae.Medication abortion offers an alternative to Surgical Abortion for women in the early weeks of pregnancy.
We sell aoriginal abortion medicine which includes: Cytotec 200mcg (Misoprostol), Mifepristone, Mifegest-kit, Misoclear, Emergency contraceptive pills, Morning after sex pills, ipills, pills to prevent pregnancy 72 hours after sex. All our pills are manufactured by reputable medical manufacturing companies like PFIZER.
Medical abortion is easy and effective for everyone to perform on their own privac
200# safe in Dubai@]( UAE]]((☎️#+971(563(407(584(** *]] Abortion Pills for Sa...ag5345936
CONTACT DR.Hubbard
Whatsapp +971563407584
We have Abortion Pills / Cytotec Tablets /mifegest kit Available in Dubai, Sharjah, Abudhabi, Ajman, Alain, Fujairah, Ras Al Khaimah, Umm Al Quwain, UAE, buy cytotec in Dubai
+971563407584“”Abortion Pills near me DUBAI | ABU DHABI|UAE. Price of Misoprostol, Cytotec”
+971563407584Dr.Hubbard “BUY ABORTION PILLS MIFEGEST KIT, MISOPROTONE, CYTOTEC PILLS IN DUBAI, ABU DHABI,UAE” Contact me now via whatsapp……
abortion Pills Cytotec also available Oman Qatar Doha Saudi Arabia Bahrain
Above all, Cytotec Abortion Pills are Available In Dubai / UAE, you will be very happy to do abortion in dubai
we are providing cytotec 200mg abortion pill in Dubai, UAE. Medication abortion offers an alternative to Surgical Abortion for women in the early weeks of pregnancy.
We only offer abortion pills from 1 week-6 Months.
We then advice you to use surgery if its beyond 6 months.
Our Abu Dhabi, Ajman, Al Ain, Dubai, Fujairah, Ras Al Khaimah (RAK), Sharjah, Umm Al Quwain (UAQ) United Arab Emirates Abortion Clinic provides the safest and most advanced techniques for providing non-surgical, medical and surgical abortion methods for early through late second trimester, including the Abortion By Pill Procedure (RU 486, Mifeprex, Mifepristone, early options French Abortion Pill), Tamoxifen, Methotrexate and Cytotec (Misoprostol).
The Abu Dhabi, United Arab Emirates Abortion Clinic performs Same Day Abortion Procedure using medications that are taken on the first day of the office visit and will cause the abortion to occur generally within 4 to 6 hours (as early as 30 minutes) for patients who are 3 to 12 weeks pregnant.
When Mifepristone and Misoprostol are used, 50% of patients complete in 4 to 6 hours; 75% to 80% in 12 hours; and 90% in 24 hours. We use a regimen that allows for completion without the need for surgery 99% of the time.
All advanced second trimester and late term pregnancies at our Tampa clinic (17 to 24 weeks or greater) can be completed within 24 hours or less 99% of the time without the need surgery. The procedure is completed with minimal to no complications.
Our Women’s Health Center located in Abu Dhabi, United Arab Emirates, uses the latest medications for medical abortions (RU486, Mifeprex, Mifegyne, Mifepristone, early options French abortion pill), Methotrexate and Cytotec (Misoprostol).
The safety standards of our Abu Dhabi, United Arab Emirates Abortion Doctors remain unparalleled. They consistently maintain the lowest complication rates throughout the nation.
Our Physicians and staff are always available to answer questions and care for women in one of the most difficult times in their life.
The decision to have an abortion at the Abortion Clinic in Abu Dhabi, United Arab Emirates, involves moral, ethical, religious, family, financial, health and age considerations.
Buy abortion pills in Dubai,
Buy abortion pills in Oman,
Buy abortion pills in Abu Dhabi,
Buy abortion pills in Sharjah Fujairah,
Buy abort
Big Data: Revelando los Secretos de Twitter en MéxicoSoftware Guru
Qué mejor ejemplo de Big Data que la corriente masiva de datos que generan las redes sociales, en la conferencia se mostraran herramientas y técnicas que se están aplicado para explorar los secretos de Twitter en México.
Acompáñame en un recorrido práctico en el uso de herramientas OpenSource para el análisis de datos masivos que están al alcance de todos.
2. ¿Qué es y de dónde viene ?
TCAT es una
herramienta abierta para
capturar y analizar
tuits y Twitter data
desarrollada por
Digital Methods Initiative
(Universidad de Amsterdam).
4. Objetivos
Agenda
+ 18h40–19h: intro - - objetivos - herramienta - instalación
+ 19h–20h15: trabajo en equipo con TCAT y datasets
+ 20h15–20h30: preguntas - seguimiento - conclusión
>> Conocer las funcionalidades y entender la potencialidad de TCAT
>> Saber cómo hacer queries y bucear/hacer hablar a los datos sobre
Madrid
5. Bloques de análisis de TCAT
1 - Tweet statistics and activity metrics
2 - Tweet exports
3 - Networks
4 - Experimental
6. Bloques de análisis de TCAT
1 Tweet statistics and activity metrics
2 Tweet exports
3 Networks
4 Experimental
7. > Detecting the socials:
How to empirically
detect and describe the
social in social media
(twitter) data? - DMI
Summer School Project
8. > Detecting the socials:
How to empirically
detect and describe the
social in social media
(twitter) data? - DMI
Summer School Project
9. > Climate Change on Twitter: Hashtag Lifelines and Actor Profiles - DMI Summer School
10. Bloques de análisis de TCAT
1 Tweet statistics and activity metrics
2 Tweet exports
3 Networks
4 Experimental
11. Geoloc
>_ mapa
*Tweet exports >
> Only tweets with lat/lon
1% tuits tiene geo-metadata
Visión sobre el territorio
Ejemplo debate TTIP:
* Elevado debate en UK por
el referéndum escocés y el
sistema de salud pública
asociado al TTIP
12. Bloques de análisis de TCAT
1 Tweet statistics and activity metrics
2 Tweet exports
3 Networks
4 Experimental
13. Fechas: 21 Septiembre --> 12 Noviembre
Criterios de captura: "@Madrid" OR "Ayuntamiento de Madrid"
Nº Tuits: 170.000
Usuarios: 50.644
14. RED CO-HASHTAG
geoMadrid
Nodos Hashtags (HT)
Links Relación entre HT que aparecen en el mismo tweet
Tamaño nodos Usuarios únicos compartiendo el HT
Grosor de links Co-ocurrencia de hashtags
Colores Clusters semánticos
TOP CLUSTERS
Instagram [47.1%]
Activistas y actualidad [17.7%]
Eventos, TV en directo [15.7%]
Día del Trabajador[11.8%]
Ofertas de Trabajo [3.8%]
Celebración de concierto [3.7%]
17. 1. Inserta tus datos en RAW
http://rawgraphs.io
Visualizar con RAWGraphs (I)
2. Elige la visualización que mejor los
representa (¡haz pruebas!)
18. 3. Selecciona los parámetros que quieres
visualizar
4. Exporta la imagen en el formato que
prefieras
http://rawgraphs.io
Visualizar con RAWGraphs (II)
19. Queries
party AND friends
party OR friends
[día del trabajo] AND [1 de mayo]
[real madrid] AND atleti AND football
[real madrid] OR atleti OR football
* Ojo! Se pueden hacer queries con AND y OR, pero no se pueden combinar
ambas.
Query: términos que queremos incluir en nuestros datos.
Exclude: términos que queremos excluir de nuestros datos.
20. PROS vs CONS
PROS
* Gran capacidad de almacenaje
* Facilidad de captura
* Permite manipular los datos
para investigación
* Grafos e información
estructurada
* Open / abierta
CONS
* Problemas de instalación
* Dashboard poco amigable
* Trabajar los datos con
otra herramienta
* Errores!
* Lento
21. Links
Github TCAT
PPT sobre TCAT
Lista Youtube DMI
Artículo TCAT: Programmed Method. Developing a Toolset for
Capturing and Analyzing Tweets
Artículo 1%: Mining One Percent of Twitter: Collections,
Baselines, Sampling