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Canadian Immigration Dashboard [ CID ]
Perspective API

Toxicity Scores & Embeddings

Search and explore comments with their Perspective API toxicity/prosocial scores alongside AI sentiment labels.

Communalytic | Toxicity & prosocial scores, embeddings, and clusters generated via Communalytic (Social Media Lab, Toronto Metropolitan University) using Google's Perspective API.
Toxicity Scored
55,769
9.3% of 596,542 total
Prosocial Scored
54,229
Embeddings
55,418
403 clusters
Avg Tox / Con
0.245 / 0.328

Summary Charts

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All 13 Dimensions

Score Distribution

Scored: 55,769
Unscored: 596,542 remaining
9.3% complete
{# Expects: explorer_rows, explorer_total, explorer_pages, current_page, page_range, filter_opts, f_q, f_polarity, f_tox_min, f_tox_max, f_sort, f_cluster, f_scope, explorer_reset_url #}

Comment Explorer

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Active: "I work for an Indians …" 498 comments · Page 20 of 20
I share the same sentiments as these Canadian citizens.I'm an immigrant myself, and it is our moral obligation, to respect the culture and Laws, etc. There are people coming from other countries, especially in certain …
I share the same sentiments as these Canadian citizens.I'm an immigrant myself, and it is our moral obligation, to respect the culture and Laws, etc. There are people coming from other countries, especially in certain parts of Asia, as if they are here to take over Canada. Some years ago I was going home from work about 9 :45 pm and an Indian female told me to get up from beside her, so her friend could sit beside her.
Identity Attack0.06294931
Insult0.018129934
Profanity0.013439372
Threat0.0072753434
Severe Toxicity0.0019931793
Low Tox 0.059727192 Constructive 0.857
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
The Indian immigrants are the best; they work hard, have very close families and are the sweetest people I've ever met.
The Indian immigrants are the best; they work hard, have very close families and are the sweetest people I've ever met.
Identity Attack0.05089863
Insult0.015796926
Profanity0.023652986
Threat0.007961469
Severe Toxicity0.0030326843
Low Tox 0.059232414 Constructive 0.643
Oct 12, 2025 14 likes Inside Canada's Indian Metropolis (Brampton)
There are businesses hiring International students as full time employees, paying less and also there seem to be under the table fees collected from the students. I personally heard from Indian students that I met …
There are businesses hiring International students as full time employees, paying less and also there seem to be under the table fees collected from the students. I personally heard from Indian students that I met at work places. I had been a lucrative business for business owners who gain more from the fraudulant international student problem than the businesses themselves. There are lots of small businesses just for that purpose, I believe. This issue have to be addressed from across the isle.
Identity Attack0.025605056
Insult0.026444806
Profanity0.015147334
Threat0.006641001
Severe Toxicity0.0012969971
Low Tox 0.05824285 Constructive 0.813
Oct 7, 2025 IRCC Names India in Study …
I'm an Aussie who did a Working Holiday in Canada and was shocked at the level of segregation in Canadian cities. They have literal cities that cater exclusively to one ethnicity; examples include Surrey and …
I'm an Aussie who did a Working Holiday in Canada and was shocked at the level of segregation in Canadian cities. They have literal cities that cater exclusively to one ethnicity; examples include Surrey and Brampton (Indian), Richmond, Burnaby and Markham (Chinese) and Vaughan (Italian). It's really funny cos Canadians that come to Australia like to lecture us on how welcoming and mixed Canada is when Canadian society is far more segregated than ours.
Identity Attack0.04693319
Insult0.019419061
Profanity0.010894509
Threat0.006110225
Severe Toxicity0.0015258789
Low Tox 0.057748068 Constructive 0.782
Sep 28, 2025 285 likes Inside Canada's Indian Metropolis (Brampton)
I am an Indo-canadian who migrated from UAE 2 decades ago. Came thro proper channel of PR and became a citizen 4 yrs later. Qualified as a CPA burning the midnight oil, raised 2 kids …
I am an Indo-canadian who migrated from UAE 2 decades ago. Came thro proper channel of PR and became a citizen 4 yrs later. Qualified as a CPA burning the midnight oil, raised 2 kids thro Univ who are employed now. Trudeau, to be in power, joined hands with Jagmeet Singh. I know of a 2 shutter shop in Brampton East, registered as a college, which issued 4000 student visas. I wonder whether the Immigration dept checked on the college before issuing the visas. Now, we have students, whose visas have expired, whose families in India have mortgaged everything (primarily from Punjab, Haryana & Gujarat) who are here working for cash. I think we must revisit the files, track them out, see their educational background and give them opportunites. Indian origin folks must also educate their families back home on reality. With a growth rate of 7% + India is the country to be in, for these youngsters, to grow in life
Identity Attack0.01656105
Insult0.02618698
Profanity0.015249812
Threat0.0070034824
Severe Toxicity0.0017642975
Low Tox 0.056758508 Constructive 0.839 Personal_Narrative
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
I asked so many indians..they said working 12$ cash job.
I asked so many indians..they said working 12$ cash job.
Identity Attack0.052490227
Insult0.017088935
Profanity0.02385794
Threat0.0072106146
Severe Toxicity0.0021457672
Low Tox 0.05651112 Moderate Con 0.469
Sep 28, 2025 1 likes IRCC Names India in Study …
I work concrete, you know the majority of the new homes built that raised prices of houses was Indian investors. 1.5 million dollar homes. For 15 years straight. They control the housing in canada and …
I work concrete, you know the majority of the new homes built that raised prices of houses was Indian investors. 1.5 million dollar homes. For 15 years straight. They control the housing in canada and are the reason we can't buy homes at affordable prices
Identity Attack0.03919895
Insult0.020256994
Profanity0.010792031
Threat0.0061166976
Severe Toxicity0.0014209747
Low Tox 0.054779384 Constructive 0.601 Economic_Argument
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
love watching your videos, I am Canadian and live in the suburbs of Toronto. I was born in 1962. My first Indian experience came in a small high school 1976-1980 the school had a small …
love watching your videos, I am Canadian and live in the suburbs of Toronto. I was born in 1962. My first Indian experience came in a small high school 1976-1980 the school had a small Punjabi student population, the students for the most part were not hassled nor did they hassel back. My next and biggest Indian experience was a job from 1984-1991 I worked for an Indian family and got to see a portion of Toronto's Indian population. Culturally there were big differences however I enjoyed my experience working with them. My point being you say in your video 'sudden indian.' this is 2026 and I have been experiencing as have Canadians, the Punjabi culture for over 46 years so this is not a sudden or new occurance. And lastly as far as cultures from other countries go, having Hindu's or even Sihk's as neighbors is far better than other ethnic possibilities, so I do not have any issue with Punjabi Canadians! Anyhow continue your video just wanted to add my comment as I am living in Canada with Indians and want to express my opinion.
Identity Attack0.042292643
Insult0.020063626
Profanity0.021603432
Threat0.008311004
Severe Toxicity0.002632141
Low Tox 0.05378982 Constructive 0.888 Personal_Narrative
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
The duality is interesting. I live in an area with a high Indian population but they're very friendly and hard-working. They're a big factor as to why the area is the highest median salary in …
The duality is interesting. I live in an area with a high Indian population but they're very friendly and hard-working. They're a big factor as to why the area is the highest median salary in the state. It's more so a people thing, not a race thing..
Identity Attack0.048737846
Insult0.014314918
Profanity0.01764096
Threat0.0064015044
Severe Toxicity0.0018119812
Low Tox 0.05255287 Constructive 0.779
Jan 27, 2026 Inside Canada's Indian Invasion...
But Indians are oriented for business not for working in a building site or other type of jobs.
But Indians are oriented for business not for working in a building site or other type of jobs.
Identity Attack0.06340405
Insult0.018452216
Profanity0.014839902
Threat0.0065956907
Severe Toxicity0.0015830994
Low Tox 0.050821137 Low Con 0.257 Identity_Assertion
Feb 26, 2026 Inside Canada's Indian Invasion...
Although small number, Almost 60% of Indian immigrants in Nova Scotia works as Uber driver or Tim Hortons.
Although small number, Almost 60% of Indian immigrants in Nova Scotia works as Uber driver or Tim Hortons.
Identity Attack0.054763943
Insult0.017420914
Profanity0.01627459
Threat0.007145886
Severe Toxicity0.0016593933
Low Tox 0.049584184 Moderate Con 0.416
Aug 26, 2025 Why Canadians Are Turning Against …
I lived in Dallas for years. Our Indian neighbors were the nicest people. I had a Seik mailman he was a hard-working great guy. My neighbor grew melons. if any grew on my side, I …
I lived in Dallas for years. Our Indian neighbors were the nicest people. I had a Seik mailman he was a hard-working great guy. My neighbor grew melons. if any grew on my side, I would text her and say ok its mine now. She was so funny. There is a class system, but I must have lived with amazing people. If you make a friend of them. You have a friend for life. Again, this is Dallas millions of populations!
Identity Attack0.029402243
Insult0.017743196
Profanity0.023379711
Threat0.0082074385
Severe Toxicity0.0025558472
Low Tox 0.04834723 Constructive 0.827 Personal_Narrative
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
English and French colonization had a devastating and intentional impact on the Indigenous languages of Canada, leading to the severe endangerment and, in some cases, extinction of many languages. This was achieved through explicit colonial …
English and French colonization had a devastating and intentional impact on the Indigenous languages of Canada, leading to the severe endangerment and, in some cases, extinction of many languages. This was achieved through explicit colonial policies aimed at cultural assimilation and the suppression of Indigenous identities.  Key Impacts of Colonization Forced Assimilation via Residential Schools: The most significant factor in language loss was the government-funded, church-run residential school system, which operated from the 19th century to the late 20th century. Indigenous children were forcibly removed from their families and communities and sent to these schools. Punishment for Speaking Native Tongues: In the schools, children were forbidden to speak their Indigenous languages and were often subjected to severe physical, emotional, and sexual abuse if they did. Intergenerational Trauma and Knowledge Loss: The experience in residential schools caused profound trauma. Survivors often did not teach their children their traditional languages, partly out of fear of punishment and partly because their own fluency had been impacted, which inhibited the languages from being passed to the next generation. Discriminatory Legislation: The Indian Act: This legislation, along with other colonial policies, was used to suppress Indigenous cultural expression, including language. Official Languages Act: Canada's official language policies recognize only English and French as dominant languages, effectively marginalizing the over 60 distinct Indigenous languages that existed on the land long before European settlement. Dispossession of Land: Forcible removal of Indigenous communities from their traditional lands and onto reserves disrupted the deep connection between language, culture, and the natural environment. Indigenous languages often encode unique knowledge about local ecosystems, which was lost when communities were displaced. Social Stigmatization: Colonial ideologies viewed Indigenous cultures and languages as "inferior" or "savage," promoting English and French as the languages of "modernity" and "progress". This created a social hierarchy where speaking an Indigenous language could be a barrier to education and employment opportunities in the dominant society.  Current Situation and Revitalization Efforts The legacy of these policies has resulted in low numbers of fluent Indigenous language speakers today, with many languages considered endangered or critically endangered. However, there are significant ongoing efforts toward language revitalization.  The Canadian federal government passed the Indigenous Languages Act in 2019, which aims to support the efforts of Indigenous peoples to reclaim, revitalize, maintain, and strengthen their languages. Indigenous communities, educational institutions, and organizations are actively working to preserve languages through immersion programs, community initiatives, and documentation. UNESCO has declared 2022 to 2032 the International Decade of Indigenous Languages to draw global attention to the urgent need for preservation and promotion.
Identity Attack0.026408968
Insult0.019934712
Profanity0.014122557
Threat0.008738215
Severe Toxicity0.0016593933
Low Tox 0.04735767 Constructive 0.612 Moral_Argument
Feb 11, 2026 1 likes Canada's tighter immigration policy divides …
I did two work trips near Toronto, in a community predominately Indian and Punjab, and both times I worked with the same two Indian local contractors. The second time I came back unannounced, which lapsed …
I did two work trips near Toronto, in a community predominately Indian and Punjab, and both times I worked with the same two Indian local contractors. The second time I came back unannounced, which lapsed by like 6 months, they somehow remembered my name 😅 They weren't the brightest but I absolutely appreciate the respect they showed me, especially when they kept calling me Mr. FirstName.
Identity Attack0.029144434
Insult0.018001022
Profanity0.013951761
Threat0.006479179
Severe Toxicity0.0013637543
Low Tox 0.042657252 Constructive 0.755 Personal_Narrative
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Indian people we work for you❤
Indian people we work for you❤
Identity Attack0.029917859
Insult0.014808921
Profanity0.023243073
Threat0.008401625
Severe Toxicity0.0030326843
Low Tox 0.041915078 Moderate Con 0.443
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
Canada has changed significantly in recent years, and I believe our post-COVID immigration policies have played a major role in the challenges we’re facing today. Here’s how things went off track: Many individuals who couldn’t …
Canada has changed significantly in recent years, and I believe our post-COVID immigration policies have played a major role in the challenges we’re facing today. Here’s how things went off track: Many individuals who couldn’t pass the IELTS (English proficiency test) entered the country on visitor visas or through spousal sponsorships—some of which were questionable or fraudulent. During that time, the government was converting visitor visas into work permits with little to no scrutiny. Background checks and rejections were rare. Meanwhile, colleges rapidly expanded their intake capacity—understandably so, since international students pay three to four times more in tuition. At the same time, due to inflationary pressures, the government allowed international students to work 40 hours per week instead of the previous 20-hour limit. This created a new, ready-to-work labor force in just a year or two, heavily impacting the retail sector. As a result, a large portion of retail jobs shifted toward a single ethnic group, while many Canadian citizens found themselves sidelined. One key factor was flexibility. Many immigrant communities—particularly Indian—were more willing to accept irregular hours and last-minute shifts, often adopting a more compliant, “yes sir” attitude that employers found appealing. However, I’m already beginning to notice changes in the retail landscape, likely due to the government finally tightening immigration rules. Going forward, we don’t need to close our doors—but we do need smarter immigration policies, with proper checks and balances, to ensure fairness and sustainability for everyone.
Identity Attack0.010211408
Insult0.020772645
Profanity0.012961143
Threat0.006757513
Severe Toxicity0.0012016296
Low Tox 0.03828422 Constructive 0.779
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
Check Tim Hortons and every job Indian students are working and heavily fine the employers.
Check Tim Hortons and every job Indian students are working and heavily fine the employers.
Identity Attack0.025605056
Insult0.014504919
Profanity0.011628932
Threat0.006686311
Severe Toxicity0.0011730194
Low Tox 0.03828422 Moderate Con 0.464
Oct 24, 2025 IRCC Names India in Study …
I see nothing wrong with indians in this country, i work with them. They are good people.
I see nothing wrong with indians in this country, i work with them. They are good people.
Identity Attack0.026408968
Insult0.012490907
Profanity0.022833163
Threat0.009230154
Severe Toxicity0.002784729
Low Tox 0.036634352 Constructive 0.558 Solidarity
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
i’m a farm worker in rural bc who works with indian ladies, i ❤️ them so much. just lovely. my mechanic is a sihk, one of my favorite people ever. indian people helped build bc …
i’m a farm worker in rural bc who works with indian ladies, i ❤️ them so much. just lovely. my mechanic is a sihk, one of my favorite people ever. indian people helped build bc in the last century and continue to do so, their culture is equal to western culture, i don’t worry that they are here one bit, but immigration from anywhere has to be balanced and fair.
Identity Attack0.029917859
Insult0.012148905
Profanity0.019348921
Threat0.007922632
Severe Toxicity0.0019741058
Low Tox 0.036634352 Constructive 0.722
Sep 29, 2025 43 likes Inside Canada's Indian Metropolis (Brampton)
Pay no Taxes, bro I have paid more tax in Indian rupees equivalent to the number of hairs on my scalp that too just working as a student. We were paying NO TAXES on income …
Pay no Taxes, bro I have paid more tax in Indian rupees equivalent to the number of hairs on my scalp that too just working as a student. We were paying NO TAXES on income taxes of basic income categories. Here it is 20--25% even if u are just earning minimum wage.
Identity Attack0.010655383
Insult0.015644927
Profanity0.013166099
Threat0.0059257476
Severe Toxicity0.0010061264
Low Tox 0.034984488 Constructive 0.59 Economic_Argument
Sep 27, 2025 Inside Canada's Indian Metropolis (Brampton)
Hard-working, no crime, kind, keeps to themselves, smart, driven, and great food. Love Indian people
Hard-working, no crime, kind, keeps to themselves, smart, driven, and great food. Love Indian people
Identity Attack0.019776696
Insult0.011768902
Profanity0.019963788
Threat0.008945347
Severe Toxicity0.0023937225
Low Tox 0.032391842 Constructive 0.559 Solidarity
Jan 29, 2026 Inside Canada's Indian Invasion...
Canadian here, I love Indians, hard working people, respectful with a low crime rate, good food, good music, I love my Indian neighbours here in Canada, very peaceful and trustworthy and very educated.
Canadian here, I love Indians, hard working people, respectful with a low crime rate, good food, good music, I love my Indian neighbours here in Canada, very peaceful and trustworthy and very educated.
Identity Attack0.015757138
Insult0.010248893
Profanity0.015318131
Threat0.007948523
Severe Toxicity0.0017547607
Low Tox 0.02449606 Constructive 0.665 Solidarity
Feb 24, 2026 Inside Canada's Indian Invasion...
The beautiful, friendly, warm, and inviting Indian culture flower in Canada, with everyone working hard. God bless everyone!
The beautiful, friendly, warm, and inviting Indian culture flower in Canada, with everyone working hard. God bless everyone!
Identity Attack0.008620501
Insult0.008044879
Profanity0.012312118
Threat0.006686311
Severe Toxicity0.0010442734
Low Tox 0.01419965 Constructive 0.612 Solidarity
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)

Perspective API Dimensions Reference

13 dimensions explained

Toxic (6)

Toxicity
— Rude, disrespectful, or unreasonable
Severe Toxicity
— Very hateful or aggressive
Identity Attack
— Targeting race, religion, gender, etc.
Insult
— Inflammatory or provocative language
Profanity
— Swear words or obscene language
Threat
— Intention to inflict pain or violence

Prosocial (7)

Affinity
— Agreement or shared understanding
Compassion
— Concern for others' wellbeing
Curiosity
— Desire to learn or understand more
Nuance
— Acknowledges complexity or multiple perspectives
Personal Story
— Shares personal experience
Reasoning
— Evidence-based or logical argumentation
Respect
— Politeness and consideration for others
Data sources: comment_perspective_scores, comment_embeddings, and view_comment_sentiment · Scores are probability values (0–1) from Google's Perspective API via Communalytic.