Jana Thompson luxzia

## Arguments.csv
Arguments for Music Education in Schools,
Music education is an important aspect of providing children with a well-rounded education. When allowed to work in harmony with other subjects and areas of study music helps children grow in self-esteem.,
musical education helps young people develop innate skills as well as train them in attitudes of discipline. It allows them to occupy their academic time completely.,
Music training not only helps children develop fine motor skills but aids emotional and behavioral maturation as well.,
Music instruction appears to accelerate brain development in young children particularly in the areas of the brain that are responsible for processing sound langauge development speech perception and reading skills.,
Musical training has shown to lead to improvements in a wide variety of different skills including memory and spatial learning for everyone.,
music education helps children in their teaching and learning process because it allows them to develop their talent and therefore

## pro_music_education.csv

          
            Key Points that Support Mandatory Music Education

            
              Music in schools helps children to develop better

            
              Music education is important in our schools

            
              Music enhances brain coordination and increases your brain capacity

            
              Research shows that music training boosts IQ focus and persistence

            
              Music education should be required because it encourages creativity!

            
              music education will create more interest towards music

            
              All learners should have the opportunity to learn music

            
              Music inspires good feelings and helps develop skills

            
              Music training sharpens one's ability to listen

## anti_music_education.csv

          
            Key Points Against Mandatory Music Education

            
              music education can distract kids from really important subjects

            
              School districts do not have the funding needed for music education

            
              Music education costs too much to provide in public schools

            
              Music training creates a way of thinking that weaves together disparate ideas

            
              K-12 schools have too many courses. Adding more will overwhelm kids

            
              Music will degrade knowledge if we include in K-12 schools

## Austin_survey_top_five results.csv

          
            id
            text
            district
            year

            
              1
              Dissatisfied traffic and with traffic, timing of street lights.
              7
              2016

            
              2
              EXTREMELY dissatisfied with city govt.
              7
              2016

            
              3
              interfering in local business (Uber/Lyft, income property owners).
              7
              2016

            
              4
              Also, extremely dissatisfied with all the free handouts to people who are perfectly capable of earning their own money.
              7
              2016

## top_aq_results_2017_using_2016_key_points_coverage.csv

          
            Key Point
            Number of supporting sentences

            
              We need affordable housing.
               122

            
              Traffic congestion needs major improvement.
              93

            
              Integrated transportation is critical.
              43

            
              UTILITY RATES & PROPERTY TAXES ARE OUTRAGEOUS.
              39

            
              THE HOMELESS POPULATION NEEDS MORE HELP/ATTENTION
              33

            
              HOUSING PRICES ARE OUT OF CONTROL.
              20

            
              City Council members should represent all citizens.
              18

            
              South Austin is losing businesses and residents.
              16

            
              Infrastructure can't support rapid growth.
              14

## top_aq_2016_key_points.csv

          
            Key Point
            Number of supporting sentences

            
              Traffic congestion needs major improvement.
              88

            
              We need affordable housing.
              78

            
              Integrated transportation is critical.
              42

            
              UTILITY RATES & PROPERTY TAXES ARE OUTRAGEOUS.
              30

            
              THE HOMELESS POPULATION NEEDS MORE HELP/ATTENTION.
              20

            
              Austin Utility Services need an overhaul-especially water/wastewater.
              15

            
              HOUSING PRICES OUT OF CONTROL.
              15

            
              Infrastructure can't support rapid growth.
              15

            
              There is constant traffic and noise pollution.
              15

## top_aq_lower_precision_2016.csv

          
            Key Point
            Number of Supporting Sentences

            
              Traffic congestion needs major improvement.
              88

            
              We need affordable housing.
              78

            
              Integrated transportation is critical.
              42

            
              UTILITY RATES & PROPERTY TAXES ARE OUTRAGEOUS.
              30

            
              THE HOMELESS POPULATION NEEDS MORE HELP/ATTENTION.
              20

            
              Austin Utility Services need an overhaul-especially water/wastewater.
              15

            
              HOUSING PRICES ARE OUT OF CONTROL.
              15

            
              Infrastructure can't support rapid growth.
              15

            
              There is constant traffic and noise pollution.
              15

## top_aq_2016_lowered_threshold.csv

          
            Key Point
            Number of Supporting Sentences

            
              Traffic congestion needs major improvement.
              93

            
              We need affordable housing.
              91

            
              Integrated transportation is critical.
              53

            
              UTILITY RATES & PROPERTY TAXES ARE OUTRAGEOUS.
              34

            
              South Austin is losing businesses and residents.
              26

            
              THE HOMELESS POPULATION NEEDS MORE HELP/ATTENTION.
              23

            
              Austin Utility Services need an overhaul-especially water/wastewater.
              18

            
              HOUSING PRICES ARE OUT OF CONTROL.
              18

            
              Infrastructure can't support rapid growth.
              18

## 2017_2016_comparison.csv

          
            Key Point
            Number of 2016 Sentences
            Number of 2017 Sentences
            Change

            
              Traffic congestion needs major improvement
              93
              93
              0%

            
              We need affordable housing.
              91
              122
              +34%

            
              Integrated transportation is critical.
              53
              43
              -19%

            
              UTILITY RATES & PROPERTY TAXES ARE OUTRAGEOUS
              34
              39
              +14%

            
              South Austin is losing businesses and residents.
              26
              16
              -39%

            
              THE HOMELESS POPULATION NEEDS MORE HELP/ATTENTION
              23
              33
              +43%

            
              Infrastructure can't support rapid growth.
              18
              14
              -23%

            
              Austin Utility Services need an overhaul-especially water/wastewater.
              18
              7
              -62%

            
              HOUSING PRICES ARE OUT OF CONTROL.
              18
              20
              +11%

## mentions.csv

          
            Mentions

            
              Park and ride

            
              Street

            
              Truck

            
              Travel

            
              Bicycle safety

            
              Bicycle

            
              Bus lane

            
              Passing lane

            
              Track (rail transport)
	Arguments for Music Education in Schools,
	Music education is an important aspect of providing children with a well-rounded education. When allowed to work in harmony with other subjects and areas of study music helps children grow in self-esteem.,
	musical education helps young people develop innate skills as well as train them in attitudes of discipline. It allows them to occupy their academic time completely.,
	Music training not only helps children develop fine motor skills but aids emotional and behavioral maturation as well.,
	Music instruction appears to accelerate brain development in young children particularly in the areas of the brain that are responsible for processing sound langauge development speech perception and reading skills.,
	Musical training has shown to lead to improvements in a wide variety of different skills including memory and spatial learning for everyone.,
	music education helps children in their teaching and learning process because it allows them to develop their talent and therefore
	Key Points that Support Mandatory Music Education
	Music in schools helps children to develop better
	Music education is important in our schools
	Music enhances brain coordination and increases your brain capacity
	Research shows that music training boosts IQ focus and persistence
	Music education should be required because it encourages creativity!
	music education will create more interest towards music
	All learners should have the opportunity to learn music
	Music inspires good feelings and helps develop skills
	Music training sharpens one's ability to listen
	Key Points Against Mandatory Music Education
	music education can distract kids from really important subjects
	School districts do not have the funding needed for music education
	Music education costs too much to provide in public schools
	Music training creates a way of thinking that weaves together disparate ideas
	K-12 schools have too many courses. Adding more will overwhelm kids
	Music will degrade knowledge if we include in K-12 schools
id	text	district	year
1	Dissatisfied traffic and with traffic, timing of street lights.	7	2016
2	EXTREMELY dissatisfied with city govt.	7	2016
3	interfering in local business (Uber/Lyft, income property owners).	7	2016
4	Also, extremely dissatisfied with all the free handouts to people who are perfectly capable of earning their own money.	7	2016
	Key Point	Number of supporting sentences
	We need affordable housing.	122
	Traffic congestion needs major improvement.	93
	Integrated transportation is critical.	43
	UTILITY RATES & PROPERTY TAXES ARE OUTRAGEOUS.	39
	THE HOMELESS POPULATION NEEDS MORE HELP/ATTENTION	33
	HOUSING PRICES ARE OUT OF CONTROL.	20
	City Council members should represent all citizens.	18
	South Austin is losing businesses and residents.	16
	Infrastructure can't support rapid growth.	14
Key Point	Number of 2016 Sentences	Number of 2017 Sentences	Change
Traffic congestion needs major improvement	93	93	0%
We need affordable housing.	91	122	+34%
Integrated transportation is critical.	53	43	-19%
UTILITY RATES & PROPERTY TAXES ARE OUTRAGEOUS	34	39	+14%
South Austin is losing businesses and residents.	26	16	-39%
THE HOMELESS POPULATION NEEDS MORE HELP/ATTENTION	23	33	+43%
Infrastructure can't support rapid growth.	18	14	-23%
Austin Utility Services need an overhaul-especially water/wastewater.	18	7	-62%
HOUSING PRICES ARE OUT OF CONTROL.	18	20	+11%
	Mentions
	Park and ride
	Street
	Truck
	Travel
	Bicycle safety
	Bicycle
	Bus lane
	Passing lane
	Track (rail transport)