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R.E.A.C.H. - Raising Equality Awareness through Community Healing
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R.E.A.C.H. - Raising Equality Awareness through Community Healing

"Racism: Not in our DNA, but love and acceptance are."
Farhun Hazard
Last edited 386 days ago by Farhun Hazard
R.E.A.C.H Teams
Timeline of employees
R.E.A.C.H Projects Page
R.E.A.C.H with company
Project brief
Teams interaction
R.E.A.C.H Discussion
Racism is a troublesome and deeply ingrained problem with a complicated history. With diverse forms and expressions across time, it crosses numerous geographic and cultural boundaries. Here is a synopsis of racism's historical development:
Ancient Times: Early instances of racial prejudice and discrimination can be traced back to ancient civilizations. Ancient Egyptians, for example, exhibited prejudice towards other neighbouring peoples.
Transatlantic Slave Trade: The transatlantic slave trade, which took place from the 16th through the 19th century, is one of the most important and catastrophic episodes in the history of racism. Millions of Africans were kidnapped, sold as slaves, and dragged over the Atlantic to labour on plantations in the Americas.
Colonialism and Imperialism: European colonial powers used racial theories to justify their exploitation of indigenous peoples. They utilized racism as an excuse for their oppression, cultural assimilation, and economic exploitation of colonial areas because they believed themselves to be superior to the native populations.
Scientific Racism: The pseudoscientific subject of "race science" first evolved in the 18th and 19th centuries, aiming to categorize and rank people according to their physical traits and perceived IQ.
Apartheid: From 1948 to 1994, South Africa's apartheid system institutionalized racial segregation and oppression. There were several protests and considerable international condemnation as a result of the white minority government's severe legislation that discriminated and persecuted the non-white populace.
Civil Rights Movement: The fight against racism underwent a profound transformation in the middle of the 20th century. The goal of the American Civil Rights Movement, which was spearheaded by activists like Martin Luther King Jr., was to combat racial inequity, discrimination, and segregation.
Racism in the modern world: Systemic racism, institutional discrimination, and unconscious prejudices are all current manifestations of racism. Black Lives Matter and other movements have brought attention to persistent racial injustices and inequalities, igniting debates and calls for reform on a worldwide scale.
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GettyImages-585857170-b7cecf8.jpg
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Wherever the problem of racial prejudice may have started, it is resolved by our project, "Colours of Equality."

Impacts to be taken by us

Awareness Campaigns:- Creating and implementing public awareness campaigns to inform people about the causes, impacts, and repercussions of racism
Diversity Workshops and Training:-Workshops and training sessions on diversity are being organized with the goal of fostering diversity, inclusivity, and cultural awareness. Participants will be encouraged to understand and empathize with one another throughout these sessions, which will take place at companies, schools, or community centres.
Artistic Expressions:-Encouraging people to use various artistic mediums, such as paintings, photographs, poetry, music, or theatre, to convey their experiences with and opinions on racism.
Community Dialogues:-Promoting candid and fruitful discourse within communities by setting up town hall gatherings, roundtable conversations, or cross-cultural interactions.
Curriculum Development:- Working with educational institutions to provide anti-racism lessons or add resources to current curricula that support inclusion, diversity, and cultural sensitivity.
Mentorship Programs:- Establishing mentoring programs that bring together people from different backgrounds and offer assistance and direction to underserved populations
Conducting research:-Research on racial disparities, prejudice, and inequality and using the results to promote reforms and changes in policy
Platforms for storytelling:- Establishing online spaces, such blogs or podcasts, where people can discuss their firsthand encounters with racism.
Programs encouraging people to participate as allies in the struggle against racism are called "allyship programs." This can entail giving people the tools, instruction, and assistance they need to become informed, confront their prejudices, and combat racism.

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Contact Us
Name
Email address
Phone number
Notes
1
Mohamed Farhun M
farhunhazard@gmail.com
+91 9360593132
2
Manish R
manishr0408@gmail.com
+91 9940925919
There are no rows in this table
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In the recent killings, a hot topic came into being, "Racism". So, I chose to gather some data to take out some insights and analyze the story around racism in America. I downloaded the raw data from kaggle and prepared it for visualization while correcting values, handling missing content, normalization and categorization. Since we cant download huge datasets in CodaAI, I took some rows and done the data analysis techniques
CSV File for data preprocessing
id
name
date
manner_of_death
armed
age
gender
race
city
state
signs_of_mental_illness
threat_level
flee
body_camera
arms_category
1
3
Tim Elliot
########
shot
gun
53
M
Asian
Shelton
WA
attack
Not fleeing
Guns
2
4
Lewis Lee Lembke
########
shot
gun
47
M
White
Aloha
OR
attack
Not fleeing
Guns
3
5
John Paul Quintero
########
shot and Tasered
unarmed
23
M
Hispanic
Wichita
KS
other
Not fleeing
Unarmed
4
8
Matthew Hoffman
########
shot
toy weapon
32
M
White
San Francisco
CA
attack
Not fleeing
Other unusual objects
5
9
Michael Rodriguez
########
shot
nail gun
39
M
Hispanic
Evans
CO
attack
Not fleeing
Piercing objects
6
11
Kenneth Joe Brown
########
shot
gun
18
M
White
Guthrie
OK
attack
Not fleeing
Guns
7
13
Kenneth Arnold Buck
########
shot
gun
22
M
Hispanic
Chandler
AZ
attack
Car
Guns
8
15
Brock Nichols
########
shot
gun
35
M
White
Assaria
KS
attack
Not fleeing
Guns
9
16
Autumn Steele
########
shot
unarmed
34
F
White
Burlington
IA
other
Not fleeing
Unarmed
10
17
Leslie Sapp III
########
shot
toy weapon
47
M
Black
Knoxville
PA
attack
Not fleeing
Other unusual objects
11
19
Patrick Wetter
########
shot and Tasered
knife
25
M
White
Stockton
CA
attack
Not fleeing
Sharp objects
12
21
Ron Sneed
########
shot
gun
31
M
Black
Freeport
TX
attack
Not fleeing
Guns
There are no rows in this table
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Google Colab link:-
https://colab.research.google.com/drive/1qXehGKnZI1ILrgI0pG208MjqfiGeb3ps?usp=sharing
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I have provided the google colab link in which we used seaborn, matplotlib libraries for data visualisation
error

Racism exists everywhere, and it is our responsibility to eradicate it!


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Contact Us
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